warning: commands will be executed using /bin/sh
job 1438 at Sat Nov 23 15:49:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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 657721 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 657721 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 34468 members 
Mstep: Class 3 contains 34644 members 
Mstep: Class 4 contains 34488 members 
Mstep: Class 5 contains 34746 members 
Mstep: Class 6 contains 35018 members 
Mstep: Class 7 contains 34601 members 
Mstep: Class 8 contains 34451 members 
Mstep: Class 9 contains 34523 members 
Mstep: Class 10 contains 34589 members 
Mstep: Class 11 contains 34807 members 
Mstep: Class 12 contains 34501 members 
Mstep: Class 13 contains 34331 members 
Mstep: Class 14 contains 34402 members 
Mstep: Class 15 contains 34449 members 
Mstep: Class 16 contains 34499 members 
Mstep: Class 17 contains 34846 members 
Mstep: Class 18 contains 34664 members 
Mstep: Class 19 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 899.953186 but Gain 3322.339844
Score: -45091832.000000 Penalty: 59802.136719
Iteration 0F: 19 clusters Score -4.509183e+07 nChanged 617411
Entering Unmasked Mstep 
Mstep: Class 0 contains 696 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 30361 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 62724 members 
Mstep: Class 5 contains 24109 members 
Mstep: Class 6 contains 57836 members 
Mstep: Class 7 contains 62414 members 
Mstep: Class 8 contains 32349 members 
Mstep: Class 10 contains 22952 members 
Mstep: Class 11 contains 37257 members 
Mstep: Class 12 contains 23333 members 
Mstep: Class 13 contains 21795 members 
Mstep: Class 14 contains 34271 members 
Mstep: Class 15 contains 45770 members 
Mstep: Class 16 contains 39688 members 
Mstep: Class 17 contains 52901 members 
Mstep: Class 18 contains 24045 members 
Mstep: Class 19 contains 31691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47715140.000000 Penalty: 59802.136719
Iteration 1F: 19 clusters Score -4.771514e+07 nChanged 295628
Entering Unmasked Mstep 
Mstep: Class 0 contains 195 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 21634 members 
Mstep: Class 3 contains 17208 members 
Mstep: Class 4 contains 38769 members 
Mstep: Class 5 contains 16992 members 
Mstep: Class 6 contains 62693 members 
Mstep: Class 7 contains 88511 members 
Mstep: Class 8 contains 37318 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 53383 members 
Mstep: Class 12 contains 20117 members 
Mstep: Class 13 contains 16952 members 
Mstep: Class 14 contains 22452 members 
Mstep: Class 15 contains 58112 members 
Mstep: Class 16 contains 30841 members 
Mstep: Class 17 contains 75563 members 
Mstep: Class 18 contains 14962 members 
Mstep: Class 19 contains 28796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48943608.000000 Penalty: 59802.136719
Iteration 2F: 19 clusters Score -4.894361e+07 nChanged 210022
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 15888 members 
Mstep: Class 3 contains 14934 members 
Mstep: Class 4 contains 28018 members 
Mstep: Class 5 contains 12627 members 
Mstep: Class 6 contains 71778 members 
Mstep: Class 7 contains 90319 members 
Mstep: Class 8 contains 39089 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 70378 members 
Mstep: Class 12 contains 19274 members 
Mstep: Class 13 contains 11121 members 
Mstep: Class 14 contains 14331 members 
Mstep: Class 15 contains 59409 members 
Mstep: Class 16 contains 23789 members 
Mstep: Class 17 contains 92380 members 
Mstep: Class 18 contains 9041 members 
Mstep: Class 19 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49650696.000000 Penalty: 59802.136719
Iteration 3F: 19 clusters Score -4.96507e+07 nChanged 132934
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 13497 members 
Mstep: Class 4 contains 23274 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 76994 members 
Mstep: Class 7 contains 74614 members 
Mstep: Class 8 contains 42136 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 79479 members 
Mstep: Class 12 contains 16680 members 
Mstep: Class 13 contains 7377 members 
Mstep: Class 14 contains 16672 members 
Mstep: Class 15 contains 56178 members 
Mstep: Class 16 contains 20216 members 
Mstep: Class 17 contains 108899 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50062080.000000 Penalty: 59802.136719
Iteration 4F: 19 clusters Score -5.006208e+07 nChanged 92623
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 15354 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 19668 members 
Mstep: Class 5 contains 16697 members 
Mstep: Class 6 contains 76532 members 
Mstep: Class 7 contains 51845 members 
Mstep: Class 8 contains 46033 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 83587 members 
Mstep: Class 12 contains 16163 members 
Mstep: Class 13 contains 5388 members 
Mstep: Class 14 contains 28195 members 
Mstep: Class 15 contains 55308 members 
Mstep: Class 16 contains 17990 members 
Mstep: Class 17 contains 124768 members 
Mstep: Class 18 contains 5496 members 
Mstep: Class 19 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50251460.000000 Penalty: 59802.136719
Iteration 5F: 19 clusters Score -5.025146e+07 nChanged 63874
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 17858 members 
Mstep: Class 3 contains 8137 members 
Mstep: Class 4 contains 16223 members 
Mstep: Class 5 contains 21739 members 
Mstep: Class 6 contains 71063 members 
Mstep: Class 7 contains 37369 members 
Mstep: Class 8 contains 48971 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 84521 members 
Mstep: Class 12 contains 18000 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 35457 members 
Mstep: Class 15 contains 55786 members 
Mstep: Class 16 contains 16314 members 
Mstep: Class 17 contains 133445 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50377088.000000 Penalty: 59802.136719
Iteration 6F: 19 clusters Score -5.037709e+07 nChanged 48817
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 18320 members 
Mstep: Class 3 contains 7335 members 
Mstep: Class 4 contains 13220 members 
Mstep: Class 5 contains 25422 members 
Mstep: Class 6 contains 62746 members 
Mstep: Class 7 contains 26972 members 
Mstep: Class 8 contains 51377 members 
Mstep: Class 10 contains 12920 members 
Mstep: Class 11 contains 84275 members 
Mstep: Class 12 contains 19247 members 
Mstep: Class 13 contains 3710 members 
Mstep: Class 14 contains 39912 members 
Mstep: Class 15 contains 62247 members 
Mstep: Class 16 contains 14770 members 
Mstep: Class 17 contains 138222 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50484636.000000 Penalty: 59802.136719
Iteration 7F: 19 clusters Score -5.048464e+07 nChanged 42599
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 17876 members 
Mstep: Class 3 contains 7943 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 27587 members 
Mstep: Class 6 contains 52944 members 
Mstep: Class 7 contains 18393 members 
Mstep: Class 8 contains 53359 members 
Mstep: Class 10 contains 17983 members 
Mstep: Class 11 contains 83681 members 
Mstep: Class 12 contains 19361 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 15 contains 71271 members 
Mstep: Class 16 contains 13156 members 
Mstep: Class 17 contains 141012 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50550832.000000 Penalty: 59802.136719
Iteration 8F: 19 clusters Score -5.055083e+07 nChanged 34455
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 17515 members 
Mstep: Class 3 contains 9182 members 
Mstep: Class 4 contains 9965 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 43381 members 
Mstep: Class 7 contains 13976 members 
Mstep: Class 8 contains 54006 members 
Mstep: Class 10 contains 22926 members 
Mstep: Class 11 contains 83032 members 
Mstep: Class 12 contains 19273 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 49534 members 
Mstep: Class 15 contains 77530 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 17 contains 142202 members 
Mstep: Class 18 contains 4674 members 
Mstep: Class 19 contains 4973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50600696.000000 Penalty: 59802.136719
Iteration 9F: 19 clusters Score -5.06007e+07 nChanged 27682
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 17199 members 
Mstep: Class 3 contains 10355 members 
Mstep: Class 4 contains 9358 members 
Mstep: Class 5 contains 28974 members 
Mstep: Class 6 contains 34331 members 
Mstep: Class 7 contains 14765 members 
Mstep: Class 8 contains 54095 members 
Mstep: Class 10 contains 26273 members 
Mstep: Class 11 contains 82342 members 
Mstep: Class 12 contains 19128 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 53823 members 
Mstep: Class 15 contains 81552 members 
Mstep: Class 16 contains 10317 members 
Mstep: Class 17 contains 142049 members 
Mstep: Class 18 contains 4678 members 
Mstep: Class 19 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50627976.000000 Penalty: 59802.136719
Iteration 10Q: 19 clusters Score -5.062798e+07 nChanged 23808
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 16916 members 
Mstep: Class 3 contains 10858 members 
Mstep: Class 4 contains 9002 members 
Mstep: Class 5 contains 29151 members 
Mstep: Class 6 contains 26581 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 53808 members 
Mstep: Class 10 contains 28756 members 
Mstep: Class 11 contains 81877 members 
Mstep: Class 12 contains 18982 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 57785 members 
Mstep: Class 15 contains 84606 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 140729 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50646156.000000 Penalty: 59802.136719
Iteration 11Q: 19 clusters Score -5.064616e+07 nChanged 19770
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 11124 members 
Mstep: Class 4 contains 8739 members 
Mstep: Class 5 contains 29238 members 
Mstep: Class 6 contains 20178 members 
Mstep: Class 7 contains 18261 members 
Mstep: Class 8 contains 53475 members 
Mstep: Class 10 contains 31042 members 
Mstep: Class 11 contains 81595 members 
Mstep: Class 12 contains 18804 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 61471 members 
Mstep: Class 15 contains 87213 members 
Mstep: Class 16 contains 9348 members 
Mstep: Class 17 contains 138629 members 
Mstep: Class 18 contains 4520 members 
Mstep: Class 19 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50660612.000000 Penalty: 59802.136719
Iteration 12Q: 19 clusters Score -5.066061e+07 nChanged 16765
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 16254 members 
Mstep: Class 3 contains 11346 members 
Mstep: Class 4 contains 8591 members 
Mstep: Class 5 contains 29233 members 
Mstep: Class 6 contains 15096 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 8 contains 53260 members 
Mstep: Class 10 contains 33028 members 
Mstep: Class 11 contains 81299 members 
Mstep: Class 12 contains 18623 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 64922 members 
Mstep: Class 15 contains 89398 members 
Mstep: Class 16 contains 9103 members 
Mstep: Class 17 contains 136169 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50672572.000000 Penalty: 59802.136719
Iteration 13Q: 19 clusters Score -5.067257e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 15872 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 8537 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 11411 members 
Mstep: Class 7 contains 20624 members 
Mstep: Class 8 contains 53188 members 
Mstep: Class 10 contains 34620 members 
Mstep: Class 11 contains 81072 members 
Mstep: Class 12 contains 18454 members 
Mstep: Class 13 contains 3823 members 
Mstep: Class 14 contains 68113 members 
Mstep: Class 15 contains 91043 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 133658 members 
Mstep: Class 18 contains 4331 members 
Mstep: Class 19 contains 7307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50683280.000000 Penalty: 59802.136719
Iteration 14Q: 19 clusters Score -5.068328e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 15479 members 
Mstep: Class 3 contains 11681 members 
Mstep: Class 4 contains 8499 members 
Mstep: Class 5 contains 29108 members 
Mstep: Class 6 contains 9030 members 
Mstep: Class 7 contains 21288 members 
Mstep: Class 8 contains 53169 members 
Mstep: Class 10 contains 35724 members 
Mstep: Class 11 contains 80900 members 
Mstep: Class 12 contains 18249 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 71046 members 
Mstep: Class 15 contains 92218 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 131391 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50690528.000000 Penalty: 59802.136719
Iteration 15Q: 19 clusters Score -5.069053e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 15121 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 29004 members 
Mstep: Class 6 contains 7725 members 
Mstep: Class 7 contains 21630 members 
Mstep: Class 8 contains 53153 members 
Mstep: Class 10 contains 36470 members 
Mstep: Class 11 contains 80790 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 73637 members 
Mstep: Class 15 contains 92958 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 129464 members 
Mstep: Class 18 contains 4571 members 
Mstep: Class 19 contains 7975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50695568.000000 Penalty: 59802.136719
Iteration 16Q: 19 clusters Score -5.069557e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 14871 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 8565 members 
Mstep: Class 5 contains 28860 members 
Mstep: Class 6 contains 7113 members 
Mstep: Class 7 contains 21757 members 
Mstep: Class 8 contains 53171 members 
Mstep: Class 10 contains 37142 members 
Mstep: Class 11 contains 80733 members 
Mstep: Class 12 contains 17964 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 75818 members 
Mstep: Class 15 contains 93313 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 127862 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50699904.000000 Penalty: 59802.136719
Iteration 17Q: 19 clusters Score -5.06999e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 14654 members 
Mstep: Class 3 contains 12022 members 
Mstep: Class 4 contains 8585 members 
Mstep: Class 5 contains 28697 members 
Mstep: Class 6 contains 6932 members 
Mstep: Class 7 contains 21686 members 
Mstep: Class 8 contains 53205 members 
Mstep: Class 10 contains 37863 members 
Mstep: Class 11 contains 80696 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 3788 members 
Mstep: Class 14 contains 77775 members 
Mstep: Class 15 contains 93487 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 126357 members 
Mstep: Class 18 contains 4771 members 
Mstep: Class 19 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50706440.000000 Penalty: 59802.136719
Iteration 18Q: 19 clusters Score -5.070644e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 12106 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 28533 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 21512 members 
Mstep: Class 8 contains 53233 members 
Mstep: Class 10 contains 38516 members 
Mstep: Class 11 contains 80699 members 
Mstep: Class 12 contains 17821 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 79420 members 
Mstep: Class 15 contains 93342 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 124688 members 
Mstep: Class 18 contains 4883 members 
Mstep: Class 19 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50720968.000000 Penalty: 59802.136719
Iteration 19Q: 19 clusters Score -5.072097e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 14197 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 28413 members 
Mstep: Class 6 contains 10214 members 
Mstep: Class 7 contains 21271 members 
Mstep: Class 8 contains 53269 members 
Mstep: Class 10 contains 39192 members 
Mstep: Class 11 contains 80706 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 14 contains 80826 members 
Mstep: Class 15 contains 92842 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 121653 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 19 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50730944.000000 Penalty: 59802.136719
Iteration 20F: 19 clusters Score -5.073094e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 12296 members 
Mstep: Class 4 contains 8577 members 
Mstep: Class 5 contains 28320 members 
Mstep: Class 6 contains 14450 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 53317 members 
Mstep: Class 10 contains 40102 members 
Mstep: Class 11 contains 80574 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 82195 members 
Mstep: Class 15 contains 92145 members 
Mstep: Class 16 contains 8504 members 
Mstep: Class 17 contains 117017 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 19 contains 9125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50744200.000000 Penalty: 59802.136719
Iteration 21Q: 19 clusters Score -5.07442e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 13925 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 8453 members 
Mstep: Class 5 contains 28234 members 
Mstep: Class 6 contains 19698 members 
Mstep: Class 7 contains 21029 members 
Mstep: Class 8 contains 53373 members 
Mstep: Class 10 contains 41286 members 
Mstep: Class 11 contains 80476 members 
Mstep: Class 12 contains 17779 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 83447 members 
Mstep: Class 15 contains 91223 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 111508 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50757772.000000 Penalty: 59802.136719
Iteration 22Q: 19 clusters Score -5.075777e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 13861 members 
Mstep: Class 3 contains 12433 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 28187 members 
Mstep: Class 6 contains 24508 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 53419 members 
Mstep: Class 10 contains 42668 members 
Mstep: Class 11 contains 80371 members 
Mstep: Class 12 contains 17772 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 84447 members 
Mstep: Class 15 contains 90077 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 106659 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50767472.000000 Penalty: 59802.136719
Iteration 23Q: 19 clusters Score -5.076747e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 12487 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 28139 members 
Mstep: Class 6 contains 27358 members 
Mstep: Class 7 contains 20876 members 
Mstep: Class 8 contains 53460 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 80270 members 
Mstep: Class 12 contains 17751 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 85364 members 
Mstep: Class 15 contains 88731 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 103802 members 
Mstep: Class 18 contains 5268 members 
Mstep: Class 19 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50773880.000000 Penalty: 59802.136719
Iteration 24Q: 19 clusters Score -5.077388e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 13806 members 
Mstep: Class 3 contains 12545 members 
Mstep: Class 4 contains 7951 members 
Mstep: Class 5 contains 28097 members 
Mstep: Class 6 contains 29144 members 
Mstep: Class 7 contains 20970 members 
Mstep: Class 8 contains 53491 members 
Mstep: Class 10 contains 45843 members 
Mstep: Class 11 contains 80126 members 
Mstep: Class 12 contains 17724 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 86270 members 
Mstep: Class 15 contains 87052 members 
Mstep: Class 16 contains 8436 members 
Mstep: Class 17 contains 101894 members 
Mstep: Class 18 contains 5320 members 
Mstep: Class 19 contains 10396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50778432.000000 Penalty: 59802.136719
Iteration 25Q: 19 clusters Score -5.077843e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 12597 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 5 contains 28048 members 
Mstep: Class 6 contains 30331 members 
Mstep: Class 7 contains 21239 members 
Mstep: Class 8 contains 53520 members 
Mstep: Class 10 contains 47534 members 
Mstep: Class 11 contains 79957 members 
Mstep: Class 12 contains 17700 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 87143 members 
Mstep: Class 15 contains 85217 members 
Mstep: Class 16 contains 8439 members 
Mstep: Class 17 contains 100449 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 10687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50781908.000000 Penalty: 59802.136719
Iteration 26Q: 19 clusters Score -5.078191e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 12637 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 27966 members 
Mstep: Class 6 contains 31166 members 
Mstep: Class 7 contains 21705 members 
Mstep: Class 8 contains 53562 members 
Mstep: Class 10 contains 49235 members 
Mstep: Class 11 contains 79746 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 88027 members 
Mstep: Class 15 contains 83193 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 99232 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 10978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50785144.000000 Penalty: 59802.136719
Iteration 27Q: 19 clusters Score -5.078514e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 12679 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 27871 members 
Mstep: Class 6 contains 31821 members 
Mstep: Class 7 contains 22309 members 
Mstep: Class 8 contains 53607 members 
Mstep: Class 10 contains 50745 members 
Mstep: Class 11 contains 79521 members 
Mstep: Class 12 contains 17679 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 88847 members 
Mstep: Class 15 contains 81249 members 
Mstep: Class 16 contains 8458 members 
Mstep: Class 17 contains 98187 members 
Mstep: Class 18 contains 5448 members 
Mstep: Class 19 contains 11220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50787996.000000 Penalty: 59802.136719
Iteration 28Q: 19 clusters Score -5.0788e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 13677 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 27795 members 
Mstep: Class 6 contains 32328 members 
Mstep: Class 7 contains 22894 members 
Mstep: Class 8 contains 53668 members 
Mstep: Class 10 contains 52164 members 
Mstep: Class 11 contains 79324 members 
Mstep: Class 12 contains 17666 members 
Mstep: Class 13 contains 2180 members 
Mstep: Class 14 contains 89594 members 
Mstep: Class 15 contains 79433 members 
Mstep: Class 16 contains 8462 members 
Mstep: Class 17 contains 97286 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 11358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50789980.000000 Penalty: 59802.136719
Iteration 29Q: 19 clusters Score -5.078998e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 13656 members 
Mstep: Class 3 contains 12738 members 
Mstep: Class 4 contains 7530 members 
Mstep: Class 5 contains 27721 members 
Mstep: Class 6 contains 32701 members 
Mstep: Class 7 contains 23401 members 
Mstep: Class 8 contains 53717 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 79151 members 
Mstep: Class 12 contains 17647 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 90298 members 
Mstep: Class 15 contains 77668 members 
Mstep: Class 16 contains 8467 members 
Mstep: Class 17 contains 96501 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 11460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50791308.000000 Penalty: 59802.136719
Iteration 30Q: 19 clusters Score -5.079131e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 12762 members 
Mstep: Class 4 contains 7475 members 
Mstep: Class 5 contains 27645 members 
Mstep: Class 6 contains 33000 members 
Mstep: Class 7 contains 23861 members 
Mstep: Class 8 contains 53756 members 
Mstep: Class 10 contains 54879 members 
Mstep: Class 11 contains 79007 members 
Mstep: Class 12 contains 17639 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 90982 members 
Mstep: Class 15 contains 76064 members 
Mstep: Class 16 contains 8476 members 
Mstep: Class 17 contains 95777 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 19 contains 11549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50792436.000000 Penalty: 59802.136719
Iteration 31Q: 19 clusters Score -5.079244e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 13594 members 
Mstep: Class 3 contains 12793 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 27588 members 
Mstep: Class 6 contains 33248 members 
Mstep: Class 7 contains 24279 members 
Mstep: Class 8 contains 53777 members 
Mstep: Class 10 contains 55976 members 
Mstep: Class 11 contains 78901 members 
Mstep: Class 12 contains 17628 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 91707 members 
Mstep: Class 15 contains 74668 members 
Mstep: Class 16 contains 8476 members 
Mstep: Class 17 contains 95029 members 
Mstep: Class 18 contains 5544 members 
Mstep: Class 19 contains 11586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50793208.000000 Penalty: 59802.136719
Iteration 32Q: 19 clusters Score -5.079321e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 13568 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 27544 members 
Mstep: Class 6 contains 33459 members 
Mstep: Class 7 contains 24579 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 10 contains 56934 members 
Mstep: Class 11 contains 78832 members 
Mstep: Class 12 contains 17624 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 92364 members 
Mstep: Class 15 contains 73494 members 
Mstep: Class 16 contains 8476 members 
Mstep: Class 17 contains 94311 members 
Mstep: Class 18 contains 5572 members 
Mstep: Class 19 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50793860.000000 Penalty: 59802.136719
Iteration 33Q: 19 clusters Score -5.079386e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 13544 members 
Mstep: Class 3 contains 12816 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 27512 members 
Mstep: Class 6 contains 33638 members 
Mstep: Class 7 contains 24821 members 
Mstep: Class 8 contains 53816 members 
Mstep: Class 10 contains 57826 members 
Mstep: Class 11 contains 78767 members 
Mstep: Class 12 contains 17616 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 92983 members 
Mstep: Class 15 contains 72435 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 93640 members 
Mstep: Class 18 contains 5594 members 
Mstep: Class 19 contains 11618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50794404.000000 Penalty: 59802.136719
Iteration 34Q: 19 clusters Score -5.07944e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 13534 members 
Mstep: Class 3 contains 12839 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 27496 members 
Mstep: Class 6 contains 33814 members 
Mstep: Class 7 contains 25004 members 
Mstep: Class 8 contains 53846 members 
Mstep: Class 10 contains 58693 members 
Mstep: Class 11 contains 78713 members 
Mstep: Class 12 contains 17617 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 93551 members 
Mstep: Class 15 contains 71432 members 
Mstep: Class 16 contains 8482 members 
Mstep: Class 17 contains 92960 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 11628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50794640.000000 Penalty: 59802.136719
Iteration 35Q: 19 clusters Score -5.079464e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 13527 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 27472 members 
Mstep: Class 6 contains 33952 members 
Mstep: Class 7 contains 25135 members 
Mstep: Class 8 contains 53870 members 
Mstep: Class 10 contains 59499 members 
Mstep: Class 11 contains 78669 members 
Mstep: Class 12 contains 17618 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 94107 members 
Mstep: Class 15 contains 70542 members 
Mstep: Class 16 contains 8479 members 
Mstep: Class 17 contains 92333 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 11607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50795020.000000 Penalty: 59802.136719
Iteration 36Q: 19 clusters Score -5.079502e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 13521 members 
Mstep: Class 3 contains 12882 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 27434 members 
Mstep: Class 6 contains 34088 members 
Mstep: Class 7 contains 25230 members 
Mstep: Class 8 contains 53898 members 
Mstep: Class 10 contains 60228 members 
Mstep: Class 11 contains 78639 members 
Mstep: Class 12 contains 17619 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 94676 members 
Mstep: Class 15 contains 69748 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 91723 members 
Mstep: Class 18 contains 5630 members 
Mstep: Class 19 contains 11606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50795360.000000 Penalty: 59802.136719
Iteration 37Q: 19 clusters Score -5.079536e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 13515 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 7474 members 
Mstep: Class 5 contains 27411 members 
Mstep: Class 6 contains 34214 members 
Mstep: Class 7 contains 25291 members 
Mstep: Class 8 contains 53916 members 
Mstep: Class 10 contains 60871 members 
Mstep: Class 11 contains 78629 members 
Mstep: Class 12 contains 17624 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 95202 members 
Mstep: Class 15 contains 69065 members 
Mstep: Class 16 contains 8473 members 
Mstep: Class 17 contains 91137 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 11598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50795808.000000 Penalty: 59802.136719
Iteration 38Q: 19 clusters Score -5.079581e+07 nChanged 1630
Entering ConstructFrom: 
Score: -50795808.000000 Penalty: 59802.136719
Entering ConstructFrom: 
Trying to split cluster 1 (42669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Entering Unmasked Estep 
Score: -3360307.500000 Penalty: 2643.984619
	Iteration 0F: 2 clusters Score -3360308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3331489.000000 Penalty: 5287.969238
	Iteration 0F: 3 clusters Score -3331489 nChanged 19574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3343588.750000 Penalty: 5287.969238
	Iteration 1F: 3 clusters Score -3343589 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3346102.750000 Penalty: 5287.969238
	Iteration 2F: 3 clusters Score -3346103 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3350220.250000 Penalty: 5287.969238
	Iteration 3F: 3 clusters Score -3350220 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3354908.500000 Penalty: 5287.969238
	Iteration 4F: 3 clusters Score -3354908 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3357953.000000 Penalty: 5287.969238
	Iteration 5F: 3 clusters Score -3357953 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3359382.500000 Penalty: 5287.969238
	Iteration 6F: 3 clusters Score -3359382 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3360486.000000 Penalty: 5287.969238
	Iteration 7Q: 3 clusters Score -3360486 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3361766.000000 Penalty: 5287.969238
	Iteration 8Q: 3 clusters Score -3361766 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3363006.000000 Penalty: 5287.969238
	Iteration 9Q: 3 clusters Score -3363006 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3363674.250000 Penalty: 5287.969238
	Iteration 10Q: 3 clusters Score -3363674 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -3364065.250000 Penalty: 5287.969238
	Iteration 11Q: 3 clusters Score -3364065 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3364386.250000 Penalty: 5287.969238
	Iteration 12Q: 3 clusters Score -3364386 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3364719.500000 Penalty: 5287.969238
	Iteration 13Q: 3 clusters Score -3364720 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3365188.250000 Penalty: 5287.969238
	Iteration 14Q: 3 clusters Score -3365188 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3365788.250000 Penalty: 5287.969238
	Iteration 15Q: 3 clusters Score -3365788 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3366583.250000 Penalty: 5287.969238
	Iteration 16Q: 3 clusters Score -3366583 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3368067.250000 Penalty: 5287.969238
	Iteration 17Q: 3 clusters Score -3368067 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3371503.500000 Penalty: 5287.969238
	Iteration 18Q: 3 clusters Score -3371504 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3375546.250000 Penalty: 5287.969238
	Iteration 19Q: 3 clusters Score -3375546 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3376608.750000 Penalty: 5287.969238
	Iteration 20F: 3 clusters Score -3376609 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3377115.750000 Penalty: 5287.969238
	Iteration 21Q: 3 clusters Score -3377116 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3377440.000000 Penalty: 5287.969238
	Iteration 22Q: 3 clusters Score -3377440 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3377603.000000 Penalty: 5287.969238
	Iteration 23Q: 3 clusters Score -3377603 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3377723.750000 Penalty: 5287.969238
	Iteration 24Q: 3 clusters Score -3377724 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3377820.500000 Penalty: 5287.969238
	Iteration 25Q: 3 clusters Score -3377820 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3377847.750000 Penalty: 5287.969238
	Iteration 26Q: 3 clusters Score -3377848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3377873.500000 Penalty: 5287.969238
	Iteration 27Q: 3 clusters Score -3377874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3377880.000000 Penalty: 5287.969238
	Iteration 28Q: 3 clusters Score -3377880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3377887.250000 Penalty: 5287.969238
	Iteration 29Q: 3 clusters Score -3377887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3377903.250000 Penalty: 5287.969238
	Iteration 30Q: 3 clusters Score -3377903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3377903.250000 Penalty: 5287.969238
	Iteration 31Q: 3 clusters Score -3377903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3377925.250000 Penalty: 5287.969238
	Iteration 32Q: 3 clusters Score -3377925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3377917.750000 Penalty: 5287.969238
	Iteration 33Q: 3 clusters Score -3377918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3377912.500000 Penalty: 5287.969238
	Iteration 34Q: 3 clusters Score -3377912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3377910.000000 Penalty: 5287.969238
	Iteration 35Q: 3 clusters Score -3377910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3377905.750000 Penalty: 5287.969238
	Iteration 36Q: 3 clusters Score -3377906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -3377906.000000 Penalty: 5287.969238
	Iteration 37Q: 3 clusters Score -3377906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3377910.000000 Penalty: 5287.969238
	Iteration 38Q: 3 clusters Score -3377910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3377911.250000 Penalty: 5287.969238
	Iteration 39Q: 3 clusters Score -3377911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3377911.250000 Penalty: 5287.969238
	Iteration 40F: 3 clusters Score -3377911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 13508 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 27392 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 53928 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Entering Unmasked Estep 
Score: -50812916.000000 Penalty: 63124.476562
Splitting cluster 1 changes total score from -50795808.000000 to -50812916.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (13508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Entering Unmasked Estep 
Score: -1052027.500000 Penalty: 2358.737305
	Iteration 0F: 2 clusters Score -1052028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1042383.812500 Penalty: 4717.474609
	Iteration 0F: 3 clusters Score -1042384 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1047391.375000 Penalty: 4717.474609
	Iteration 1F: 3 clusters Score -1047391 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1050651.000000 Penalty: 4717.474609
	Iteration 2F: 3 clusters Score -1050651 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1054005.750000 Penalty: 4717.474609
	Iteration 3F: 3 clusters Score -1054006 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1057890.375000 Penalty: 4717.474609
	Iteration 4F: 3 clusters Score -1057890 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1063778.125000 Penalty: 4717.474609
	Iteration 5F: 3 clusters Score -1063778 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1065788.625000 Penalty: 4717.474609
	Iteration 6Q: 3 clusters Score -1065789 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1066215.125000 Penalty: 4717.474609
	Iteration 7Q: 3 clusters Score -1066215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1066300.875000 Penalty: 4717.474609
	Iteration 8Q: 3 clusters Score -1066301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1066333.125000 Penalty: 4717.474609
	Iteration 9Q: 3 clusters Score -1066333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1066356.500000 Penalty: 4717.474609
	Iteration 10Q: 3 clusters Score -1066356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1066370.875000 Penalty: 4717.474609
	Iteration 11Q: 3 clusters Score -1066371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1066381.875000 Penalty: 4717.474609
	Iteration 12Q: 3 clusters Score -1066382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1066397.500000 Penalty: 4717.474609
	Iteration 13Q: 3 clusters Score -1066398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1066411.250000 Penalty: 4717.474609
	Iteration 14Q: 3 clusters Score -1066411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1066433.250000 Penalty: 4717.474609
	Iteration 15Q: 3 clusters Score -1066433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1066478.000000 Penalty: 4717.474609
	Iteration 16Q: 3 clusters Score -1066478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1066535.250000 Penalty: 4717.474609
	Iteration 17Q: 3 clusters Score -1066535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1066570.875000 Penalty: 4717.474609
	Iteration 18Q: 3 clusters Score -1066571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1066587.375000 Penalty: 4717.474609
	Iteration 19Q: 3 clusters Score -1066587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1066594.875000 Penalty: 4717.474609
	Iteration 20F: 3 clusters Score -1066595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1066592.750000 Penalty: 4717.474609
	Iteration 21Q: 3 clusters Score -1066593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1066595.375000 Penalty: 4717.474609
	Iteration 22Q: 3 clusters Score -1066595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1066594.875000 Penalty: 4717.474609
	Iteration 23Q: 3 clusters Score -1066595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1066599.625000 Penalty: 4717.474609
	Iteration 24Q: 3 clusters Score -1066600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1066600.875000 Penalty: 4717.474609
	Iteration 25Q: 3 clusters Score -1066601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1066602.125000 Penalty: 4717.474609
	Iteration 26Q: 3 clusters Score -1066602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1066605.625000 Penalty: 4717.474609
	Iteration 27Q: 3 clusters Score -1066606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1066607.750000 Penalty: 4717.474609
	Iteration 28Q: 3 clusters Score -1066608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1066608.375000 Penalty: 4717.474609
	Iteration 29Q: 3 clusters Score -1066608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1066607.375000 Penalty: 4717.474609
	Iteration 30Q: 3 clusters Score -1066607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1066607.375000 Penalty: 4717.474609
	Iteration 31F: 3 clusters Score -1066607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 27392 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 53928 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Entering Unmasked Estep 
Score: -50826424.000000 Penalty: 66446.820312
Splitting cluster 2 changes total score from -50795808.000000 to -50826424.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (12916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Entering Unmasked Estep 
Score: -1001860.437500 Penalty: 2347.623047
	Iteration 0F: 2 clusters Score -1001860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -992434.250000 Penalty: 4695.246094
	Iteration 0F: 3 clusters Score -992434.2 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -997576.250000 Penalty: 4695.246094
	Iteration 1F: 3 clusters Score -997576.2 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1003120.000000 Penalty: 4695.246094
	Iteration 2F: 3 clusters Score -1003120 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1008304.437500 Penalty: 4695.246094
	Iteration 3F: 3 clusters Score -1008304 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1010138.312500 Penalty: 4695.246094
	Iteration 4F: 3 clusters Score -1010138 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1010862.375000 Penalty: 4695.246094
	Iteration 5Q: 3 clusters Score -1010862 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1011108.812500 Penalty: 4695.246094
	Iteration 6Q: 3 clusters Score -1011109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1011302.937500 Penalty: 4695.246094
	Iteration 7Q: 3 clusters Score -1011303 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1011526.312500 Penalty: 4695.246094
	Iteration 8Q: 3 clusters Score -1011526 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1011759.562500 Penalty: 4695.246094
	Iteration 9Q: 3 clusters Score -1011760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1011930.625000 Penalty: 4695.246094
	Iteration 10Q: 3 clusters Score -1011931 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1012036.000000 Penalty: 4695.246094
	Iteration 11Q: 3 clusters Score -1012036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1012075.250000 Penalty: 4695.246094
	Iteration 12Q: 3 clusters Score -1012075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1012085.062500 Penalty: 4695.246094
	Iteration 13Q: 3 clusters Score -1012085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1012090.375000 Penalty: 4695.246094
	Iteration 14Q: 3 clusters Score -1012090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1012097.187500 Penalty: 4695.246094
	Iteration 15Q: 3 clusters Score -1012097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1012100.625000 Penalty: 4695.246094
	Iteration 16Q: 3 clusters Score -1012101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1012100.437500 Penalty: 4695.246094
	Iteration 17Q: 3 clusters Score -1012100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1012099.687500 Penalty: 4695.246094
	Iteration 18Q: 3 clusters Score -1012100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1012101.062500 Penalty: 4695.246094
	Iteration 19Q: 3 clusters Score -1012101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1012103.625000 Penalty: 4695.246094
	Iteration 20F: 3 clusters Score -1012104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1012101.500000 Penalty: 4695.246094
	Iteration 21Q: 3 clusters Score -1012102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1012103.312500 Penalty: 4695.246094
	Iteration 22Q: 3 clusters Score -1012103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1012103.500000 Penalty: 4695.246094
	Iteration 23Q: 3 clusters Score -1012104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1012104.812500 Penalty: 4695.246094
	Iteration 24Q: 3 clusters Score -1012105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1012104.937500 Penalty: 4695.246094
	Iteration 25Q: 3 clusters Score -1012105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1012105.937500 Penalty: 4695.246094
	Iteration 26Q: 3 clusters Score -1012106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1012105.937500 Penalty: 4695.246094
	Iteration 27F: 3 clusters Score -1012106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 27392 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 53928 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Entering Unmasked Estep 
Score: -50835820.000000 Penalty: 69769.156250
Splitting cluster 3 changes total score from -50795808.000000 to -50835820.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (7473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Entering Unmasked Estep 
Score: -448153.250000 Penalty: 2211.924805
	Iteration 0F: 2 clusters Score -448153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -442375.312500 Penalty: 4423.849609
	Iteration 0F: 3 clusters Score -442375.3 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -445890.031250 Penalty: 4423.849609
	Iteration 1F: 3 clusters Score -445890 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -447697.125000 Penalty: 4423.849609
	Iteration 2F: 3 clusters Score -447697.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -449090.500000 Penalty: 4423.849609
	Iteration 3F: 3 clusters Score -449090.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -450274.468750 Penalty: 4423.849609
	Iteration 4F: 3 clusters Score -450274.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -451250.000000 Penalty: 4423.849609
	Iteration 5F: 3 clusters Score -451250 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -451975.250000 Penalty: 4423.849609
	Iteration 6F: 3 clusters Score -451975.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -452443.562500 Penalty: 4423.849609
	Iteration 7F: 3 clusters Score -452443.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -452785.437500 Penalty: 4423.849609
	Iteration 8Q: 3 clusters Score -452785.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -453132.218750 Penalty: 4423.849609
	Iteration 9Q: 3 clusters Score -453132.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -453625.531250 Penalty: 4423.849609
	Iteration 10Q: 3 clusters Score -453625.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -454103.718750 Penalty: 4423.849609
	Iteration 11Q: 3 clusters Score -454103.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454489.906250 Penalty: 4423.849609
	Iteration 12Q: 3 clusters Score -454489.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -454829.531250 Penalty: 4423.849609
	Iteration 13Q: 3 clusters Score -454829.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -455099.437500 Penalty: 4423.849609
	Iteration 14Q: 3 clusters Score -455099.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -455319.000000 Penalty: 4423.849609
	Iteration 15Q: 3 clusters Score -455319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -455466.781250 Penalty: 4423.849609
	Iteration 16Q: 3 clusters Score -455466.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -455531.468750 Penalty: 4423.849609
	Iteration 17Q: 3 clusters Score -455531.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -455564.781250 Penalty: 4423.849609
	Iteration 18Q: 3 clusters Score -455564.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -455583.062500 Penalty: 4423.849609
	Iteration 19Q: 3 clusters Score -455583.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -455732.625000 Penalty: 4423.849609
	Iteration 20F: 3 clusters Score -455732.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -455845.000000 Penalty: 4423.849609
	Iteration 21Q: 3 clusters Score -455845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -455880.593750 Penalty: 4423.849609
	Iteration 22Q: 3 clusters Score -455880.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -455915.531250 Penalty: 4423.849609
	Iteration 23Q: 3 clusters Score -455915.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -455940.562500 Penalty: 4423.849609
	Iteration 24Q: 3 clusters Score -455940.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -455952.718750 Penalty: 4423.849609
	Iteration 25Q: 3 clusters Score -455952.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -455967.437500 Penalty: 4423.849609
	Iteration 26Q: 3 clusters Score -455967.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -455978.187500 Penalty: 4423.849609
	Iteration 27Q: 3 clusters Score -455978.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -455985.437500 Penalty: 4423.849609
	Iteration 28Q: 3 clusters Score -455985.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -455987.593750 Penalty: 4423.849609
	Iteration 29Q: 3 clusters Score -455987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -455988.781250 Penalty: 4423.849609
	Iteration 30Q: 3 clusters Score -455988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -455993.437500 Penalty: 4423.849609
	Iteration 31Q: 3 clusters Score -455993.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -455995.750000 Penalty: 4423.849609
	Iteration 32Q: 3 clusters Score -455995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -455998.062500 Penalty: 4423.849609
	Iteration 33Q: 3 clusters Score -455998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -455999.281250 Penalty: 4423.849609
	Iteration 34Q: 3 clusters Score -455999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -455999.968750 Penalty: 4423.849609
	Iteration 35Q: 3 clusters Score -456000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -456000.000000 Penalty: 4423.849609
	Iteration 36Q: 3 clusters Score -456000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -455999.968750 Penalty: 4423.849609
	Iteration 37Q: 3 clusters Score -456000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -455999.968750 Penalty: 4423.849609
	Iteration 38F: 3 clusters Score -456000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 27392 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 53928 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Entering Unmasked Estep 
Score: -50842580.000000 Penalty: 73091.500000
Splitting cluster 4 changes total score from -50795808.000000 to -50842580.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (27392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Entering Unmasked Estep 
Score: -2207835.500000 Penalty: 2534.065430
	Iteration 0F: 2 clusters Score -2207836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2189166.250000 Penalty: 5068.130859
	Iteration 0F: 3 clusters Score -2189166 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2196228.000000 Penalty: 5068.130859
	Iteration 1F: 3 clusters Score -2196228 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2197886.750000 Penalty: 5068.130859
	Iteration 2F: 3 clusters Score -2197887 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2201106.250000 Penalty: 5068.130859
	Iteration 3F: 3 clusters Score -2201106 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2207032.750000 Penalty: 5068.130859
	Iteration 4F: 3 clusters Score -2207033 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2212687.250000 Penalty: 5068.130859
	Iteration 5F: 3 clusters Score -2212687 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2216110.500000 Penalty: 5068.130859
	Iteration 6F: 3 clusters Score -2216110 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2218854.500000 Penalty: 5068.130859
	Iteration 7F: 3 clusters Score -2218854 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2222055.250000 Penalty: 5068.130859
	Iteration 8F: 3 clusters Score -2222055 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2225304.000000 Penalty: 5068.130859
	Iteration 9Q: 3 clusters Score -2225304 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2226119.250000 Penalty: 5068.130859
	Iteration 10Q: 3 clusters Score -2226119 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2226159.250000 Penalty: 5068.130859
	Iteration 11Q: 3 clusters Score -2226159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2226159.000000 Penalty: 5068.130859
	Iteration 12Q: 3 clusters Score -2226159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2226158.500000 Penalty: 5068.130859
	Iteration 13Q: 3 clusters Score -2226158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2226160.500000 Penalty: 5068.130859
	Iteration 14Q: 3 clusters Score -2226160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2226160.500000 Penalty: 5068.130859
	Iteration 15F: 3 clusters Score -2226160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 34343 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 53928 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Entering Unmasked Estep 
Score: -50860240.000000 Penalty: 76413.843750
Splitting cluster 5 changes total score from -50795808.000000 to -50860240.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (34343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Entering Unmasked Estep 
Score: -2941651.750000 Penalty: 2590.150146
	Iteration 0F: 2 clusters Score -2941652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2918386.250000 Penalty: 5180.300293
	Iteration 0F: 3 clusters Score -2918386 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2927064.250000 Penalty: 5180.300293
	Iteration 1F: 3 clusters Score -2927064 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2928066.000000 Penalty: 5180.300293
	Iteration 2F: 3 clusters Score -2928066 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2929718.250000 Penalty: 5180.300293
	Iteration 3F: 3 clusters Score -2929718 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2931781.500000 Penalty: 5180.300293
	Iteration 4F: 3 clusters Score -2931782 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2934055.250000 Penalty: 5180.300293
	Iteration 5F: 3 clusters Score -2934055 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2936516.250000 Penalty: 5180.300293
	Iteration 6F: 3 clusters Score -2936516 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2938864.000000 Penalty: 5180.300293
	Iteration 7F: 3 clusters Score -2938864 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2940424.750000 Penalty: 5180.300293
	Iteration 8F: 3 clusters Score -2940425 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2941522.250000 Penalty: 5180.300293
	Iteration 9Q: 3 clusters Score -2941522 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2942363.000000 Penalty: 5180.300293
	Iteration 10Q: 3 clusters Score -2942363 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2943130.500000 Penalty: 5180.300293
	Iteration 11Q: 3 clusters Score -2943130 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2943625.750000 Penalty: 5180.300293
	Iteration 12Q: 3 clusters Score -2943626 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2943830.500000 Penalty: 5180.300293
	Iteration 13Q: 3 clusters Score -2943830 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -2943924.750000 Penalty: 5180.300293
	Iteration 14Q: 3 clusters Score -2943925 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2943972.500000 Penalty: 5180.300293
	Iteration 15Q: 3 clusters Score -2943972 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2944016.500000 Penalty: 5180.300293
	Iteration 16Q: 3 clusters Score -2944016 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2944044.750000 Penalty: 5180.300293
	Iteration 17Q: 3 clusters Score -2944045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2944050.500000 Penalty: 5180.300293
	Iteration 18Q: 3 clusters Score -2944050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2944059.000000 Penalty: 5180.300293
	Iteration 19Q: 3 clusters Score -2944059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2944067.500000 Penalty: 5180.300293
	Iteration 20F: 3 clusters Score -2944068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2944058.500000 Penalty: 5180.300293
	Iteration 21Q: 3 clusters Score -2944058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -2944063.250000 Penalty: 5180.300293
	Iteration 22Q: 3 clusters Score -2944063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2944055.750000 Penalty: 5180.300293
	Iteration 23Q: 3 clusters Score -2944056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2944061.000000 Penalty: 5180.300293
	Iteration 24Q: 3 clusters Score -2944061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2944063.500000 Penalty: 5180.300293
	Iteration 25Q: 3 clusters Score -2944064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2944067.000000 Penalty: 5180.300293
	Iteration 26Q: 3 clusters Score -2944067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2944067.250000 Penalty: 5180.300293
	Iteration 27Q: 3 clusters Score -2944067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2944067.250000 Penalty: 5180.300293
	Iteration 28F: 3 clusters Score -2944067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 53928 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Entering Unmasked Estep 
Score: -50862048.000000 Penalty: 79736.179688
Splitting cluster 6 changes total score from -50795808.000000 to -50862048.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (25342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Entering Unmasked Estep 
Score: -2042324.375000 Penalty: 2514.774170
	Iteration 0F: 2 clusters Score -2042324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2024770.375000 Penalty: 5029.548340
	Iteration 0F: 3 clusters Score -2024770 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2031228.375000 Penalty: 5029.548340
	Iteration 1F: 3 clusters Score -2031228 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2031922.375000 Penalty: 5029.548340
	Iteration 2F: 3 clusters Score -2031922 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2032793.750000 Penalty: 5029.548340
	Iteration 3F: 3 clusters Score -2032794 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2033938.250000 Penalty: 5029.548340
	Iteration 4F: 3 clusters Score -2033938 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2035280.625000 Penalty: 5029.548340
	Iteration 5F: 3 clusters Score -2035281 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2036546.625000 Penalty: 5029.548340
	Iteration 6F: 3 clusters Score -2036547 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2037490.750000 Penalty: 5029.548340
	Iteration 7F: 3 clusters Score -2037491 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2038122.750000 Penalty: 5029.548340
	Iteration 8Q: 3 clusters Score -2038123 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2038561.500000 Penalty: 5029.548340
	Iteration 9Q: 3 clusters Score -2038562 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2038862.875000 Penalty: 5029.548340
	Iteration 10Q: 3 clusters Score -2038863 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2039117.250000 Penalty: 5029.548340
	Iteration 11Q: 3 clusters Score -2039117 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2039322.375000 Penalty: 5029.548340
	Iteration 12Q: 3 clusters Score -2039322 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2039498.125000 Penalty: 5029.548340
	Iteration 13Q: 3 clusters Score -2039498 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2039660.750000 Penalty: 5029.548340
	Iteration 14Q: 3 clusters Score -2039661 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2039790.250000 Penalty: 5029.548340
	Iteration 15Q: 3 clusters Score -2039790 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2039934.500000 Penalty: 5029.548340
	Iteration 16Q: 3 clusters Score -2039934 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2040056.750000 Penalty: 5029.548340
	Iteration 17Q: 3 clusters Score -2040057 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2040159.375000 Penalty: 5029.548340
	Iteration 18Q: 3 clusters Score -2040159 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2040249.250000 Penalty: 5029.548340
	Iteration 19Q: 3 clusters Score -2040249 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2040325.625000 Penalty: 5029.548340
	Iteration 20F: 3 clusters Score -2040326 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2040398.250000 Penalty: 5029.548340
	Iteration 21Q: 3 clusters Score -2040398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2040462.500000 Penalty: 5029.548340
	Iteration 22Q: 3 clusters Score -2040462 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2040494.750000 Penalty: 5029.548340
	Iteration 23Q: 3 clusters Score -2040495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -2040532.375000 Penalty: 5029.548340
	Iteration 24Q: 3 clusters Score -2040532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2040557.500000 Penalty: 5029.548340
	Iteration 25Q: 3 clusters Score -2040558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2040584.500000 Penalty: 5029.548340
	Iteration 26Q: 3 clusters Score -2040584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2040603.875000 Penalty: 5029.548340
	Iteration 27Q: 3 clusters Score -2040604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2040612.625000 Penalty: 5029.548340
	Iteration 28Q: 3 clusters Score -2040613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2040634.375000 Penalty: 5029.548340
	Iteration 29Q: 3 clusters Score -2040634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2040653.500000 Penalty: 5029.548340
	Iteration 30Q: 3 clusters Score -2040654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2040663.250000 Penalty: 5029.548340
	Iteration 31Q: 3 clusters Score -2040663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2040666.500000 Penalty: 5029.548340
	Iteration 32Q: 3 clusters Score -2040666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2040674.500000 Penalty: 5029.548340
	Iteration 33Q: 3 clusters Score -2040674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2040680.750000 Penalty: 5029.548340
	Iteration 34Q: 3 clusters Score -2040681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2040688.500000 Penalty: 5029.548340
	Iteration 35Q: 3 clusters Score -2040688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -2040694.500000 Penalty: 5029.548340
	Iteration 36Q: 3 clusters Score -2040694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2040696.000000 Penalty: 5029.548340
	Iteration 37Q: 3 clusters Score -2040696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2040696.750000 Penalty: 5029.548340
	Iteration 38Q: 3 clusters Score -2040697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2040702.250000 Penalty: 5029.548340
	Iteration 39Q: 3 clusters Score -2040702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2040712.000000 Penalty: 5029.548340
	Iteration 40F: 3 clusters Score -2040712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2040714.750000 Penalty: 5029.548340
	Iteration 41Q: 3 clusters Score -2040715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2040714.375000 Penalty: 5029.548340
	Iteration 42Q: 3 clusters Score -2040714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -2040715.750000 Penalty: 5029.548340
	Iteration 43Q: 3 clusters Score -2040716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -2040721.250000 Penalty: 5029.548340
	Iteration 44Q: 3 clusters Score -2040721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2040722.750000 Penalty: 5029.548340
	Iteration 45Q: 3 clusters Score -2040723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2040724.625000 Penalty: 5029.548340
	Iteration 46Q: 3 clusters Score -2040725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2040725.250000 Penalty: 5029.548340
	Iteration 47Q: 3 clusters Score -2040725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2040727.000000 Penalty: 5029.548340
	Iteration 48Q: 3 clusters Score -2040727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2040727.375000 Penalty: 5029.548340
	Iteration 49Q: 3 clusters Score -2040727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2040726.500000 Penalty: 5029.548340
	Iteration 50Q: 3 clusters Score -2040726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2040727.125000 Penalty: 5029.548340
	Iteration 51Q: 3 clusters Score -2040727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2040726.500000 Penalty: 5029.548340
	Iteration 52Q: 3 clusters Score -2040726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2040728.125000 Penalty: 5029.548340
	Iteration 53Q: 3 clusters Score -2040728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -2040728.125000 Penalty: 5029.548340
	Iteration 54F: 3 clusters Score -2040728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (53928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Entering Unmasked Estep 
Score: -4348888.000000 Penalty: 2702.060303
	Iteration 0F: 2 clusters Score -4348888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4312815.000000 Penalty: 5404.120605
	Iteration 0F: 3 clusters Score -4312815 nChanged 25054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -4329625.000000 Penalty: 5404.120605
	Iteration 1F: 3 clusters Score -4329625 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4335526.000000 Penalty: 5404.120605
	Iteration 2F: 3 clusters Score -4335526 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -4344739.500000 Penalty: 5404.120605
	Iteration 3F: 3 clusters Score -4344740 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4354460.500000 Penalty: 5404.120605
	Iteration 4F: 3 clusters Score -4354460 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -4359870.000000 Penalty: 5404.120605
	Iteration 5F: 3 clusters Score -4359870 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4362488.500000 Penalty: 5404.120605
	Iteration 6F: 3 clusters Score -4362488 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4364253.500000 Penalty: 5404.120605
	Iteration 7Q: 3 clusters Score -4364254 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -4365516.500000 Penalty: 5404.120605
	Iteration 8Q: 3 clusters Score -4365516 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4366420.000000 Penalty: 5404.120605
	Iteration 9Q: 3 clusters Score -4366420 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4367046.000000 Penalty: 5404.120605
	Iteration 10Q: 3 clusters Score -4367046 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4367809.000000 Penalty: 5404.120605
	Iteration 11Q: 3 clusters Score -4367809 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4368639.500000 Penalty: 5404.120605
	Iteration 12Q: 3 clusters Score -4368640 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -4369350.500000 Penalty: 5404.120605
	Iteration 13Q: 3 clusters Score -4369350 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4369759.000000 Penalty: 5404.120605
	Iteration 14Q: 3 clusters Score -4369759 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4370045.000000 Penalty: 5404.120605
	Iteration 15Q: 3 clusters Score -4370045 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4370236.500000 Penalty: 5404.120605
	Iteration 16Q: 3 clusters Score -4370236 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4370355.000000 Penalty: 5404.120605
	Iteration 17Q: 3 clusters Score -4370355 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -4370449.000000 Penalty: 5404.120605
	Iteration 18Q: 3 clusters Score -4370449 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4370550.000000 Penalty: 5404.120605
	Iteration 19Q: 3 clusters Score -4370550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4370647.500000 Penalty: 5404.120605
	Iteration 20F: 3 clusters Score -4370648 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4370703.500000 Penalty: 5404.120605
	Iteration 21Q: 3 clusters Score -4370704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4370751.500000 Penalty: 5404.120605
	Iteration 22Q: 3 clusters Score -4370752 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4370787.000000 Penalty: 5404.120605
	Iteration 23Q: 3 clusters Score -4370787 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -4370819.500000 Penalty: 5404.120605
	Iteration 24Q: 3 clusters Score -4370820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4370832.000000 Penalty: 5404.120605
	Iteration 25Q: 3 clusters Score -4370832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4370850.500000 Penalty: 5404.120605
	Iteration 26Q: 3 clusters Score -4370850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4370852.500000 Penalty: 5404.120605
	Iteration 27Q: 3 clusters Score -4370852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4370864.500000 Penalty: 5404.120605
	Iteration 28Q: 3 clusters Score -4370864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -4370851.500000 Penalty: 5404.120605
	Iteration 29Q: 3 clusters Score -4370852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4370844.500000 Penalty: 5404.120605
	Iteration 30Q: 3 clusters Score -4370844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4370845.500000 Penalty: 5404.120605
	Iteration 31Q: 3 clusters Score -4370846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4370846.000000 Penalty: 5404.120605
	Iteration 32Q: 3 clusters Score -4370846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4370852.500000 Penalty: 5404.120605
	Iteration 33Q: 3 clusters Score -4370852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4370860.000000 Penalty: 5404.120605
	Iteration 34Q: 3 clusters Score -4370860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4370861.000000 Penalty: 5404.120605
	Iteration 35Q: 3 clusters Score -4370861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4370853.000000 Penalty: 5404.120605
	Iteration 36Q: 3 clusters Score -4370853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4370849.000000 Penalty: 5404.120605
	Iteration 37Q: 3 clusters Score -4370849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4370854.000000 Penalty: 5404.120605
	Iteration 38Q: 3 clusters Score -4370854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4370849.000000 Penalty: 5404.120605
	Iteration 39Q: 3 clusters Score -4370849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -4370843.500000 Penalty: 5404.120605
	Iteration 40F: 3 clusters Score -4370844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4370843.500000 Penalty: 5404.120605
	Iteration 41Q: 3 clusters Score -4370844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4370846.500000 Penalty: 5404.120605
	Iteration 42Q: 3 clusters Score -4370846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4370854.500000 Penalty: 5404.120605
	Iteration 43Q: 3 clusters Score -4370854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4370855.500000 Penalty: 5404.120605
	Iteration 44Q: 3 clusters Score -4370856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4370855.000000 Penalty: 5404.120605
	Iteration 45Q: 3 clusters Score -4370855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4370851.500000 Penalty: 5404.120605
	Iteration 46Q: 3 clusters Score -4370852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4370863.500000 Penalty: 5404.120605
	Iteration 47Q: 3 clusters Score -4370864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4370864.500000 Penalty: 5404.120605
	Iteration 48Q: 3 clusters Score -4370864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4370857.500000 Penalty: 5404.120605
	Iteration 49Q: 3 clusters Score -4370858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4370851.000000 Penalty: 5404.120605
	Iteration 50Q: 3 clusters Score -4370851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4370853.000000 Penalty: 5404.120605
	Iteration 51Q: 3 clusters Score -4370853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4370853.000000 Penalty: 5404.120605
	Iteration 52Q: 3 clusters Score -4370853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -4370853.000000 Penalty: 5404.120605
	Iteration 53F: 3 clusters Score -4370853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 78616 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Entering Unmasked Estep 
Score: -50883472.000000 Penalty: 83058.523438
Splitting cluster 8 changes total score from -50795808.000000 to -50883472.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (61457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Entering Unmasked Estep 
Score: -4896247.500000 Penalty: 2734.471191
	Iteration 0F: 2 clusters Score -4896248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4854941.000000 Penalty: 5468.942383
	Iteration 0F: 3 clusters Score -4854941 nChanged 28697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4871358.500000 Penalty: 5468.942383
	Iteration 1F: 3 clusters Score -4871358 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4872584.500000 Penalty: 5468.942383
	Iteration 2Q: 3 clusters Score -4872584 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4874567.000000 Penalty: 5468.942383
	Iteration 3F: 3 clusters Score -4874567 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4878076.000000 Penalty: 5468.942383
	Iteration 4F: 3 clusters Score -4878076 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4882642.500000 Penalty: 5468.942383
	Iteration 5F: 3 clusters Score -4882642 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4886726.500000 Penalty: 5468.942383
	Iteration 6F: 3 clusters Score -4886726 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4889265.500000 Penalty: 5468.942383
	Iteration 7F: 3 clusters Score -4889266 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4890685.500000 Penalty: 5468.942383
	Iteration 8Q: 3 clusters Score -4890686 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4891646.000000 Penalty: 5468.942383
	Iteration 9Q: 3 clusters Score -4891646 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -4892432.000000 Penalty: 5468.942383
	Iteration 10Q: 3 clusters Score -4892432 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4893112.500000 Penalty: 5468.942383
	Iteration 11Q: 3 clusters Score -4893112 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4893694.500000 Penalty: 5468.942383
	Iteration 12Q: 3 clusters Score -4893694 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4894234.500000 Penalty: 5468.942383
	Iteration 13Q: 3 clusters Score -4894234 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4894618.500000 Penalty: 5468.942383
	Iteration 14Q: 3 clusters Score -4894618 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4894856.000000 Penalty: 5468.942383
	Iteration 15Q: 3 clusters Score -4894856 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4895036.500000 Penalty: 5468.942383
	Iteration 16Q: 3 clusters Score -4895036 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4895173.500000 Penalty: 5468.942383
	Iteration 17Q: 3 clusters Score -4895174 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4895268.000000 Penalty: 5468.942383
	Iteration 18Q: 3 clusters Score -4895268 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4895361.500000 Penalty: 5468.942383
	Iteration 19Q: 3 clusters Score -4895362 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4895430.500000 Penalty: 5468.942383
	Iteration 20F: 3 clusters Score -4895430 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4895480.000000 Penalty: 5468.942383
	Iteration 21Q: 3 clusters Score -4895480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4895488.000000 Penalty: 5468.942383
	Iteration 22Q: 3 clusters Score -4895488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4895497.500000 Penalty: 5468.942383
	Iteration 23Q: 3 clusters Score -4895498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4895511.000000 Penalty: 5468.942383
	Iteration 24Q: 3 clusters Score -4895511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4895522.500000 Penalty: 5468.942383
	Iteration 25Q: 3 clusters Score -4895522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4895531.000000 Penalty: 5468.942383
	Iteration 26Q: 3 clusters Score -4895531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4895539.000000 Penalty: 5468.942383
	Iteration 27Q: 3 clusters Score -4895539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4895547.500000 Penalty: 5468.942383
	Iteration 28Q: 3 clusters Score -4895548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4895568.500000 Penalty: 5468.942383
	Iteration 29Q: 3 clusters Score -4895568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4895554.500000 Penalty: 5468.942383
	Iteration 30Q: 3 clusters Score -4895554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4895563.500000 Penalty: 5468.942383
	Iteration 31Q: 3 clusters Score -4895564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4895567.000000 Penalty: 5468.942383
	Iteration 32Q: 3 clusters Score -4895567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4895565.500000 Penalty: 5468.942383
	Iteration 33Q: 3 clusters Score -4895566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4895566.500000 Penalty: 5468.942383
	Iteration 34Q: 3 clusters Score -4895566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4895558.000000 Penalty: 5468.942383
	Iteration 35Q: 3 clusters Score -4895558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4895563.000000 Penalty: 5468.942383
	Iteration 36Q: 3 clusters Score -4895563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4895564.500000 Penalty: 5468.942383
	Iteration 37Q: 3 clusters Score -4895564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4895569.500000 Penalty: 5468.942383
	Iteration 38Q: 3 clusters Score -4895570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4895570.000000 Penalty: 5468.942383
	Iteration 39Q: 3 clusters Score -4895570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4895577.000000 Penalty: 5468.942383
	Iteration 40F: 3 clusters Score -4895577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4895581.000000 Penalty: 5468.942383
	Iteration 41Q: 3 clusters Score -4895581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4895590.500000 Penalty: 5468.942383
	Iteration 42Q: 3 clusters Score -4895590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4895589.000000 Penalty: 5468.942383
	Iteration 43Q: 3 clusters Score -4895589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4895587.000000 Penalty: 5468.942383
	Iteration 44Q: 3 clusters Score -4895587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4895584.500000 Penalty: 5468.942383
	Iteration 45Q: 3 clusters Score -4895584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4895587.000000 Penalty: 5468.942383
	Iteration 46Q: 3 clusters Score -4895587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4895581.500000 Penalty: 5468.942383
	Iteration 47Q: 3 clusters Score -4895582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4895584.500000 Penalty: 5468.942383
	Iteration 48Q: 3 clusters Score -4895584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4895582.000000 Penalty: 5468.942383
	Iteration 49Q: 3 clusters Score -4895582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4895582.000000 Penalty: 5468.942383
	Iteration 50F: 3 clusters Score -4895582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Entering Unmasked Estep 
Score: -6278709.000000 Penalty: 2795.537842
	Iteration 0F: 2 clusters Score -6278709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -6225867.000000 Penalty: 5591.075684
	Iteration 0F: 3 clusters Score -6225867 nChanged 37007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6249249.000000 Penalty: 5591.075684
	Iteration 1F: 3 clusters Score -6249249 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6255548.500000 Penalty: 5591.075684
	Iteration 2F: 3 clusters Score -6255548 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6265981.000000 Penalty: 5591.075684
	Iteration 3F: 3 clusters Score -6265981 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -6276033.000000 Penalty: 5591.075684
	Iteration 4F: 3 clusters Score -6276033 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6282307.000000 Penalty: 5591.075684
	Iteration 5F: 3 clusters Score -6282307 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -6286199.500000 Penalty: 5591.075684
	Iteration 6F: 3 clusters Score -6286200 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6288987.000000 Penalty: 5591.075684
	Iteration 7Q: 3 clusters Score -6288987 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -6291157.000000 Penalty: 5591.075684
	Iteration 8Q: 3 clusters Score -6291157 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -6292777.000000 Penalty: 5591.075684
	Iteration 9Q: 3 clusters Score -6292777 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -6293897.500000 Penalty: 5591.075684
	Iteration 10Q: 3 clusters Score -6293898 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6294667.500000 Penalty: 5591.075684
	Iteration 11Q: 3 clusters Score -6294668 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -6295164.500000 Penalty: 5591.075684
	Iteration 12Q: 3 clusters Score -6295164 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6295524.500000 Penalty: 5591.075684
	Iteration 13Q: 3 clusters Score -6295524 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6295813.500000 Penalty: 5591.075684
	Iteration 14Q: 3 clusters Score -6295814 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -6295957.000000 Penalty: 5591.075684
	Iteration 15Q: 3 clusters Score -6295957 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -6296015.500000 Penalty: 5591.075684
	Iteration 16Q: 3 clusters Score -6296016 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -6296114.000000 Penalty: 5591.075684
	Iteration 17Q: 3 clusters Score -6296114 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -6296147.500000 Penalty: 5591.075684
	Iteration 18Q: 3 clusters Score -6296148 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -6296203.000000 Penalty: 5591.075684
	Iteration 19Q: 3 clusters Score -6296203 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -6296224.500000 Penalty: 5591.075684
	Iteration 20F: 3 clusters Score -6296224 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6296264.000000 Penalty: 5591.075684
	Iteration 21Q: 3 clusters Score -6296264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -6296282.000000 Penalty: 5591.075684
	Iteration 22Q: 3 clusters Score -6296282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -6296307.000000 Penalty: 5591.075684
	Iteration 23Q: 3 clusters Score -6296307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6296313.000000 Penalty: 5591.075684
	Iteration 24Q: 3 clusters Score -6296313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -6296307.500000 Penalty: 5591.075684
	Iteration 25Q: 3 clusters Score -6296308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -6296304.000000 Penalty: 5591.075684
	Iteration 26Q: 3 clusters Score -6296304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -6296310.500000 Penalty: 5591.075684
	Iteration 27Q: 3 clusters Score -6296310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -6296302.500000 Penalty: 5591.075684
	Iteration 28Q: 3 clusters Score -6296302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6296308.500000 Penalty: 5591.075684
	Iteration 29Q: 3 clusters Score -6296308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6296307.000000 Penalty: 5591.075684
	Iteration 30Q: 3 clusters Score -6296307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -6296305.000000 Penalty: 5591.075684
	Iteration 31Q: 3 clusters Score -6296305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -6296304.000000 Penalty: 5591.075684
	Iteration 32Q: 3 clusters Score -6296304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -6296310.000000 Penalty: 5591.075684
	Iteration 33Q: 3 clusters Score -6296310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -6296312.000000 Penalty: 5591.075684
	Iteration 34Q: 3 clusters Score -6296312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -6296318.500000 Penalty: 5591.075684
	Iteration 35Q: 3 clusters Score -6296318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -6296308.500000 Penalty: 5591.075684
	Iteration 36Q: 3 clusters Score -6296308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6296307.500000 Penalty: 5591.075684
	Iteration 37Q: 3 clusters Score -6296308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -6296300.500000 Penalty: 5591.075684
	Iteration 38Q: 3 clusters Score -6296300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6296290.500000 Penalty: 5591.075684
	Iteration 39Q: 3 clusters Score -6296290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -6296289.500000 Penalty: 5591.075684
	Iteration 40F: 3 clusters Score -6296290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -6296293.500000 Penalty: 5591.075684
	Iteration 41Q: 3 clusters Score -6296294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -6296290.500000 Penalty: 5591.075684
	Iteration 42Q: 3 clusters Score -6296290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -6296294.000000 Penalty: 5591.075684
	Iteration 43Q: 3 clusters Score -6296294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -6296294.000000 Penalty: 5591.075684
	Iteration 44F: 3 clusters Score -6296294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Entering Unmasked Estep 
Score: -50900388.000000 Penalty: 86380.867188
Splitting cluster 11 changes total score from -50795808.000000 to -50900388.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -1363340.875000 Penalty: 2424.671875
	Iteration 0F: 2 clusters Score -1363341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1350739.750000 Penalty: 4849.343750
	Iteration 0F: 3 clusters Score -1350740 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1356046.125000 Penalty: 4849.343750
	Iteration 1F: 3 clusters Score -1356046 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1359067.750000 Penalty: 4849.343750
	Iteration 2F: 3 clusters Score -1359068 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1364759.625000 Penalty: 4849.343750
	Iteration 3F: 3 clusters Score -1364760 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1371387.875000 Penalty: 4849.343750
	Iteration 4F: 3 clusters Score -1371388 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1381513.875000 Penalty: 4849.343750
	Iteration 5F: 3 clusters Score -1381514 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1389848.625000 Penalty: 4849.343750
	Iteration 6Q: 3 clusters Score -1389849 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1390525.625000 Penalty: 4849.343750
	Iteration 7Q: 3 clusters Score -1390526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1390582.125000 Penalty: 4849.343750
	Iteration 8Q: 3 clusters Score -1390582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1390596.250000 Penalty: 4849.343750
	Iteration 9Q: 3 clusters Score -1390596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1390602.250000 Penalty: 4849.343750
	Iteration 10Q: 3 clusters Score -1390602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1390601.125000 Penalty: 4849.343750
	Iteration 11Q: 3 clusters Score -1390601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1390599.875000 Penalty: 4849.343750
	Iteration 12Q: 3 clusters Score -1390600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1390607.875000 Penalty: 4849.343750
	Iteration 13Q: 3 clusters Score -1390608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1390605.625000 Penalty: 4849.343750
	Iteration 14Q: 3 clusters Score -1390606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1390605.625000 Penalty: 4849.343750
	Iteration 15F: 3 clusters Score -1390606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Entering Unmasked Estep 
Score: -50926816.000000 Penalty: 89703.203125
Splitting cluster 12 changes total score from -50795808.000000 to -50926816.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -144409.750000 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -144409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -141842.562500 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -141842.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -142449.609375 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -142449.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -142798.187500 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -142798.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -143138.765625 Penalty: 3769.799561
	Iteration 3F: 3 clusters Score -143138.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -143573.703125 Penalty: 3769.799561
	Iteration 4F: 3 clusters Score -143573.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -144403.703125 Penalty: 3769.799561
	Iteration 5F: 3 clusters Score -144403.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -146157.234375 Penalty: 3769.799561
	Iteration 6F: 3 clusters Score -146157.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -146397.859375 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -146397.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -146541.265625 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -146541.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -146717.062500 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -146717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -146802.656250 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -146802.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -146894.484375 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -146894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -146942.578125 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -146942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -146972.750000 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -146972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -147019.671875 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -147019.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -147085.968750 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -147086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -147145.265625 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -147145.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -147265.640625 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -147265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -147346.109375 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -147346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -147352.875000 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -147352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -147352.875000 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -147352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 95689 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Entering Unmasked Estep 
Score: -50928340.000000 Penalty: 93025.546875
Splitting cluster 13 changes total score from -50795808.000000 to -50928340.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (95689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Entering Unmasked Estep 
Score: -7738582.500000 Penalty: 2844.276855
	Iteration 0F: 2 clusters Score -7738582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -7674449.000000 Penalty: 5688.553711
	Iteration 0F: 3 clusters Score -7674449 nChanged 45258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -7700352.500000 Penalty: 5688.553711
	Iteration 1F: 3 clusters Score -7700352 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -7702237.000000 Penalty: 5688.553711
	Iteration 2Q: 3 clusters Score -7702237 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -7705436.000000 Penalty: 5688.553711
	Iteration 3F: 3 clusters Score -7705436 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -7711361.000000 Penalty: 5688.553711
	Iteration 4F: 3 clusters Score -7711361 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -7722576.000000 Penalty: 5688.553711
	Iteration 5F: 3 clusters Score -7722576 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -7736780.500000 Penalty: 5688.553711
	Iteration 6F: 3 clusters Score -7736780 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -7745593.500000 Penalty: 5688.553711
	Iteration 7F: 3 clusters Score -7745594 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -7748792.500000 Penalty: 5688.553711
	Iteration 8Q: 3 clusters Score -7748792 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -7750095.000000 Penalty: 5688.553711
	Iteration 9Q: 3 clusters Score -7750095 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -7750973.500000 Penalty: 5688.553711
	Iteration 10Q: 3 clusters Score -7750974 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -7751844.500000 Penalty: 5688.553711
	Iteration 11Q: 3 clusters Score -7751844 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -7752761.000000 Penalty: 5688.553711
	Iteration 12Q: 3 clusters Score -7752761 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -7753761.000000 Penalty: 5688.553711
	Iteration 13Q: 3 clusters Score -7753761 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -7754960.000000 Penalty: 5688.553711
	Iteration 14Q: 3 clusters Score -7754960 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -7756507.500000 Penalty: 5688.553711
	Iteration 15Q: 3 clusters Score -7756508 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -7758768.000000 Penalty: 5688.553711
	Iteration 16Q: 3 clusters Score -7758768 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -7762338.000000 Penalty: 5688.553711
	Iteration 17Q: 3 clusters Score -7762338 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7766375.000000 Penalty: 5688.553711
	Iteration 18Q: 3 clusters Score -7766375 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7767970.000000 Penalty: 5688.553711
	Iteration 19Q: 3 clusters Score -7767970 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -7768247.000000 Penalty: 5688.553711
	Iteration 20F: 3 clusters Score -7768247 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -7768313.000000 Penalty: 5688.553711
	Iteration 21Q: 3 clusters Score -7768313 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7768369.500000 Penalty: 5688.553711
	Iteration 22Q: 3 clusters Score -7768370 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -7768395.000000 Penalty: 5688.553711
	Iteration 23Q: 3 clusters Score -7768395 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -7768391.500000 Penalty: 5688.553711
	Iteration 24Q: 3 clusters Score -7768392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -7768388.000000 Penalty: 5688.553711
	Iteration 25Q: 3 clusters Score -7768388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -7768407.500000 Penalty: 5688.553711
	Iteration 26Q: 3 clusters Score -7768408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -7768447.500000 Penalty: 5688.553711
	Iteration 27Q: 3 clusters Score -7768448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -7768444.500000 Penalty: 5688.553711
	Iteration 28Q: 3 clusters Score -7768444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -7768441.000000 Penalty: 5688.553711
	Iteration 29Q: 3 clusters Score -7768441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -7768425.000000 Penalty: 5688.553711
	Iteration 30Q: 3 clusters Score -7768425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -7768430.000000 Penalty: 5688.553711
	Iteration 31Q: 3 clusters Score -7768430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7768436.500000 Penalty: 5688.553711
	Iteration 32Q: 3 clusters Score -7768436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -7768434.500000 Penalty: 5688.553711
	Iteration 33Q: 3 clusters Score -7768434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -7768436.500000 Penalty: 5688.553711
	Iteration 34Q: 3 clusters Score -7768436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7768435.000000 Penalty: 5688.553711
	Iteration 35Q: 3 clusters Score -7768435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7768438.000000 Penalty: 5688.553711
	Iteration 36Q: 3 clusters Score -7768438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7768438.000000 Penalty: 5688.553711
	Iteration 37Q: 3 clusters Score -7768438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7768438.000000 Penalty: 5688.553711
	Iteration 38F: 3 clusters Score -7768438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 68452 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 55671 members 
Entering Unmasked Estep 
Score: -50957688.000000 Penalty: 96347.882812
Splitting cluster 14 changes total score from -50795808.000000 to -50957688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (68452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Entering Unmasked Estep 
Score: -5446710.500000 Penalty: 2761.204346
	Iteration 0F: 2 clusters Score -5446710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -5400957.500000 Penalty: 5522.408691
	Iteration 0F: 3 clusters Score -5400958 nChanged 31660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5419201.000000 Penalty: 5522.408691
	Iteration 1F: 3 clusters Score -5419201 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -5421293.500000 Penalty: 5522.408691
	Iteration 2Q: 3 clusters Score -5421294 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -5424495.500000 Penalty: 5522.408691
	Iteration 3F: 3 clusters Score -5424496 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5428534.500000 Penalty: 5522.408691
	Iteration 4F: 3 clusters Score -5428534 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -5432900.500000 Penalty: 5522.408691
	Iteration 5F: 3 clusters Score -5432900 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -5436856.000000 Penalty: 5522.408691
	Iteration 6F: 3 clusters Score -5436856 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -5439897.000000 Penalty: 5522.408691
	Iteration 7F: 3 clusters Score -5439897 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5441723.000000 Penalty: 5522.408691
	Iteration 8Q: 3 clusters Score -5441723 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -5442735.000000 Penalty: 5522.408691
	Iteration 9Q: 3 clusters Score -5442735 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -5443342.000000 Penalty: 5522.408691
	Iteration 10Q: 3 clusters Score -5443342 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5443785.000000 Penalty: 5522.408691
	Iteration 11Q: 3 clusters Score -5443785 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -5444178.000000 Penalty: 5522.408691
	Iteration 12Q: 3 clusters Score -5444178 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -5444535.000000 Penalty: 5522.408691
	Iteration 13Q: 3 clusters Score -5444535 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -5444838.000000 Penalty: 5522.408691
	Iteration 14Q: 3 clusters Score -5444838 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -5445127.000000 Penalty: 5522.408691
	Iteration 15Q: 3 clusters Score -5445127 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -5445387.000000 Penalty: 5522.408691
	Iteration 16Q: 3 clusters Score -5445387 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5445645.500000 Penalty: 5522.408691
	Iteration 17Q: 3 clusters Score -5445646 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5445892.000000 Penalty: 5522.408691
	Iteration 18Q: 3 clusters Score -5445892 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5446111.500000 Penalty: 5522.408691
	Iteration 19Q: 3 clusters Score -5446112 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -5446305.000000 Penalty: 5522.408691
	Iteration 20F: 3 clusters Score -5446305 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5446471.500000 Penalty: 5522.408691
	Iteration 21Q: 3 clusters Score -5446472 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -5446626.500000 Penalty: 5522.408691
	Iteration 22Q: 3 clusters Score -5446626 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -5446802.500000 Penalty: 5522.408691
	Iteration 23Q: 3 clusters Score -5446802 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5446960.500000 Penalty: 5522.408691
	Iteration 24Q: 3 clusters Score -5446960 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5447064.500000 Penalty: 5522.408691
	Iteration 25Q: 3 clusters Score -5447064 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5447143.000000 Penalty: 5522.408691
	Iteration 26Q: 3 clusters Score -5447143 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -5447196.500000 Penalty: 5522.408691
	Iteration 27Q: 3 clusters Score -5447196 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5447269.500000 Penalty: 5522.408691
	Iteration 28Q: 3 clusters Score -5447270 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5447339.000000 Penalty: 5522.408691
	Iteration 29Q: 3 clusters Score -5447339 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -5447430.000000 Penalty: 5522.408691
	Iteration 30Q: 3 clusters Score -5447430 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -5447495.500000 Penalty: 5522.408691
	Iteration 31Q: 3 clusters Score -5447496 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -5447529.500000 Penalty: 5522.408691
	Iteration 32Q: 3 clusters Score -5447530 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5447546.000000 Penalty: 5522.408691
	Iteration 33Q: 3 clusters Score -5447546 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5447577.000000 Penalty: 5522.408691
	Iteration 34Q: 3 clusters Score -5447577 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -5447626.500000 Penalty: 5522.408691
	Iteration 35Q: 3 clusters Score -5447626 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5447690.500000 Penalty: 5522.408691
	Iteration 36Q: 3 clusters Score -5447690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -5447724.000000 Penalty: 5522.408691
	Iteration 37Q: 3 clusters Score -5447724 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5447758.000000 Penalty: 5522.408691
	Iteration 38Q: 3 clusters Score -5447758 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -5447796.000000 Penalty: 5522.408691
	Iteration 39Q: 3 clusters Score -5447796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5447872.000000 Penalty: 5522.408691
	Iteration 40F: 3 clusters Score -5447872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -5447868.000000 Penalty: 5522.408691
	Iteration 41Q: 3 clusters Score -5447868 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -5447903.000000 Penalty: 5522.408691
	Iteration 42Q: 3 clusters Score -5447903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -5447955.500000 Penalty: 5522.408691
	Iteration 43Q: 3 clusters Score -5447956 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -5448006.000000 Penalty: 5522.408691
	Iteration 44Q: 3 clusters Score -5448006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -5448022.500000 Penalty: 5522.408691
	Iteration 45Q: 3 clusters Score -5448022 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -5448064.500000 Penalty: 5522.408691
	Iteration 46Q: 3 clusters Score -5448064 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5448094.500000 Penalty: 5522.408691
	Iteration 47Q: 3 clusters Score -5448094 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -5448132.000000 Penalty: 5522.408691
	Iteration 48Q: 3 clusters Score -5448132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -5448174.000000 Penalty: 5522.408691
	Iteration 49Q: 3 clusters Score -5448174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5448206.000000 Penalty: 5522.408691
	Iteration 50Q: 3 clusters Score -5448206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -5448214.000000 Penalty: 5522.408691
	Iteration 51Q: 3 clusters Score -5448214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5448223.000000 Penalty: 5522.408691
	Iteration 52Q: 3 clusters Score -5448223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -5448228.000000 Penalty: 5522.408691
	Iteration 53Q: 3 clusters Score -5448228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5448263.000000 Penalty: 5522.408691
	Iteration 54Q: 3 clusters Score -5448263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -5448259.000000 Penalty: 5522.408691
	Iteration 55Q: 3 clusters Score -5448259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -5448259.000000 Penalty: 5522.408691
	Iteration 56Q: 3 clusters Score -5448259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -5448265.500000 Penalty: 5522.408691
	Iteration 57Q: 3 clusters Score -5448266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5448263.500000 Penalty: 5522.408691
	Iteration 58Q: 3 clusters Score -5448264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -5448263.000000 Penalty: 5522.408691
	Iteration 59Q: 3 clusters Score -5448263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -5448267.500000 Penalty: 5522.408691
	Iteration 60F: 3 clusters Score -5448268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -5448261.000000 Penalty: 5522.408691
	Iteration 61Q: 3 clusters Score -5448261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -5448259.500000 Penalty: 5522.408691
	Iteration 62Q: 3 clusters Score -5448260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -5448254.500000 Penalty: 5522.408691
	Iteration 63Q: 3 clusters Score -5448254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -5448260.500000 Penalty: 5522.408691
	Iteration 64Q: 3 clusters Score -5448260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -5448261.000000 Penalty: 5522.408691
	Iteration 65Q: 3 clusters Score -5448261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5448268.500000 Penalty: 5522.408691
	Iteration 66Q: 3 clusters Score -5448268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -5448268.500000 Penalty: 5522.408691
	Iteration 67Q: 3 clusters Score -5448268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5448265.000000 Penalty: 5522.408691
	Iteration 68Q: 3 clusters Score -5448265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -5448274.000000 Penalty: 5522.408691
	Iteration 69Q: 3 clusters Score -5448274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -5448271.000000 Penalty: 5522.408691
	Iteration 70Q: 3 clusters Score -5448271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -5448264.500000 Penalty: 5522.408691
	Iteration 71Q: 3 clusters Score -5448264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5448270.500000 Penalty: 5522.408691
	Iteration 72Q: 3 clusters Score -5448270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -5448268.000000 Penalty: 5522.408691
	Iteration 73Q: 3 clusters Score -5448268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -5448276.500000 Penalty: 5522.408691
	Iteration 74Q: 3 clusters Score -5448276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -5448277.000000 Penalty: 5522.408691
	Iteration 75Q: 3 clusters Score -5448277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5448283.500000 Penalty: 5522.408691
	Iteration 76Q: 3 clusters Score -5448284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -5448281.000000 Penalty: 5522.408691
	Iteration 77Q: 3 clusters Score -5448281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5448280.000000 Penalty: 5522.408691
	Iteration 78Q: 3 clusters Score -5448280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -5448276.000000 Penalty: 5522.408691
	Iteration 79Q: 3 clusters Score -5448276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5448276.000000 Penalty: 5522.408691
	Iteration 80F: 3 clusters Score -5448276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 59470 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 55671 members 
Mstep: Class 30 contains 8982 members 
Entering Unmasked Estep 
Score: -50958864.000000 Penalty: 99670.226562
Splitting cluster 15 changes total score from -50795808.000000 to -50958864.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (8472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Entering Unmasked Estep 
Score: -606798.250000 Penalty: 2243.041504
	Iteration 0F: 2 clusters Score -606798.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -600278.687500 Penalty: 4486.083008
	Iteration 0F: 3 clusters Score -600278.7 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -603679.500000 Penalty: 4486.083008
	Iteration 1F: 3 clusters Score -603679.5 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -606785.500000 Penalty: 4486.083008
	Iteration 2F: 3 clusters Score -606785.5 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -610564.312500 Penalty: 4486.083008
	Iteration 3F: 3 clusters Score -610564.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -612081.875000 Penalty: 4486.083008
	Iteration 4F: 3 clusters Score -612081.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -613242.750000 Penalty: 4486.083008
	Iteration 5F: 3 clusters Score -613242.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -614133.875000 Penalty: 4486.083008
	Iteration 6F: 3 clusters Score -614133.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -614826.187500 Penalty: 4486.083008
	Iteration 7Q: 3 clusters Score -614826.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -615140.187500 Penalty: 4486.083008
	Iteration 8Q: 3 clusters Score -615140.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -615404.562500 Penalty: 4486.083008
	Iteration 9Q: 3 clusters Score -615404.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -615631.250000 Penalty: 4486.083008
	Iteration 10Q: 3 clusters Score -615631.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -615879.562500 Penalty: 4486.083008
	Iteration 11Q: 3 clusters Score -615879.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -616272.312500 Penalty: 4486.083008
	Iteration 12Q: 3 clusters Score -616272.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -616463.625000 Penalty: 4486.083008
	Iteration 13Q: 3 clusters Score -616463.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -616489.000000 Penalty: 4486.083008
	Iteration 14Q: 3 clusters Score -616489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -616493.937500 Penalty: 4486.083008
	Iteration 15Q: 3 clusters Score -616493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -616496.750000 Penalty: 4486.083008
	Iteration 16Q: 3 clusters Score -616496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -616495.875000 Penalty: 4486.083008
	Iteration 17Q: 3 clusters Score -616495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -616496.562500 Penalty: 4486.083008
	Iteration 18Q: 3 clusters Score -616496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -616496.562500 Penalty: 4486.083008
	Iteration 19F: 3 clusters Score -616496.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 59470 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 90567 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 55671 members 
Mstep: Class 30 contains 8982 members 
Mstep: Class 31 contains 6715 members 
Entering Unmasked Estep 
Score: -50967504.000000 Penalty: 102992.570312
Splitting cluster 16 changes total score from -50795808.000000 to -50967504.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (90567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Entering Unmasked Estep 
Score: -7427642.500000 Penalty: 2830.633545
	Iteration 0F: 2 clusters Score -7427642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -7367088.500000 Penalty: 5661.267090
	Iteration 0F: 3 clusters Score -7367088 nChanged 42806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -7392172.000000 Penalty: 5661.267090
	Iteration 1F: 3 clusters Score -7392172 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -7394218.000000 Penalty: 5661.267090
	Iteration 2Q: 3 clusters Score -7394218 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -7397296.000000 Penalty: 5661.267090
	Iteration 3F: 3 clusters Score -7397296 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -7401469.500000 Penalty: 5661.267090
	Iteration 4F: 3 clusters Score -7401470 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -7406395.500000 Penalty: 5661.267090
	Iteration 5F: 3 clusters Score -7406396 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -7410952.500000 Penalty: 5661.267090
	Iteration 6F: 3 clusters Score -7410952 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7414556.500000 Penalty: 5661.267090
	Iteration 7F: 3 clusters Score -7414556 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -7417295.500000 Penalty: 5661.267090
	Iteration 8F: 3 clusters Score -7417296 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -7419521.000000 Penalty: 5661.267090
	Iteration 9Q: 3 clusters Score -7419521 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -7421452.000000 Penalty: 5661.267090
	Iteration 10Q: 3 clusters Score -7421452 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -7423287.000000 Penalty: 5661.267090
	Iteration 11Q: 3 clusters Score -7423287 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -7425048.000000 Penalty: 5661.267090
	Iteration 12Q: 3 clusters Score -7425048 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -7426524.500000 Penalty: 5661.267090
	Iteration 13Q: 3 clusters Score -7426524 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -7427665.500000 Penalty: 5661.267090
	Iteration 14Q: 3 clusters Score -7427666 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -7428585.000000 Penalty: 5661.267090
	Iteration 15Q: 3 clusters Score -7428585 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -7429134.500000 Penalty: 5661.267090
	Iteration 16Q: 3 clusters Score -7429134 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -7429434.500000 Penalty: 5661.267090
	Iteration 17Q: 3 clusters Score -7429434 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -7429555.000000 Penalty: 5661.267090
	Iteration 18Q: 3 clusters Score -7429555 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -7429706.500000 Penalty: 5661.267090
	Iteration 19Q: 3 clusters Score -7429706 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -7429801.500000 Penalty: 5661.267090
	Iteration 20F: 3 clusters Score -7429802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -7429867.000000 Penalty: 5661.267090
	Iteration 21Q: 3 clusters Score -7429867 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -7429908.500000 Penalty: 5661.267090
	Iteration 22Q: 3 clusters Score -7429908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -7429902.500000 Penalty: 5661.267090
	Iteration 23Q: 3 clusters Score -7429902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -7429940.500000 Penalty: 5661.267090
	Iteration 24Q: 3 clusters Score -7429940 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -7429945.500000 Penalty: 5661.267090
	Iteration 25Q: 3 clusters Score -7429946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -7429962.000000 Penalty: 5661.267090
	Iteration 26Q: 3 clusters Score -7429962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -7429965.500000 Penalty: 5661.267090
	Iteration 27Q: 3 clusters Score -7429966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -7429964.000000 Penalty: 5661.267090
	Iteration 28Q: 3 clusters Score -7429964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -7429960.500000 Penalty: 5661.267090
	Iteration 29Q: 3 clusters Score -7429960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 82333 members 
Entering Unmasked Estep 
Score: -7429968.000000 Penalty: 5661.267090
	Iteration 30Q: 3 clusters Score -7429968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -7429975.500000 Penalty: 5661.267090
	Iteration 31Q: 3 clusters Score -7429976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -7429975.500000 Penalty: 5661.267090
	Iteration 32Q: 3 clusters Score -7429976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -7429979.500000 Penalty: 5661.267090
	Iteration 33Q: 3 clusters Score -7429980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -7429985.000000 Penalty: 5661.267090
	Iteration 34Q: 3 clusters Score -7429985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -7429987.500000 Penalty: 5661.267090
	Iteration 35Q: 3 clusters Score -7429988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -7429980.000000 Penalty: 5661.267090
	Iteration 36Q: 3 clusters Score -7429980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -7429986.000000 Penalty: 5661.267090
	Iteration 37Q: 3 clusters Score -7429986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -7429995.000000 Penalty: 5661.267090
	Iteration 38Q: 3 clusters Score -7429995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -7430004.000000 Penalty: 5661.267090
	Iteration 39Q: 3 clusters Score -7430004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -7430006.500000 Penalty: 5661.267090
	Iteration 40F: 3 clusters Score -7430006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -7430006.000000 Penalty: 5661.267090
	Iteration 41Q: 3 clusters Score -7430006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -7430004.000000 Penalty: 5661.267090
	Iteration 42Q: 3 clusters Score -7430004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -7429999.000000 Penalty: 5661.267090
	Iteration 43Q: 3 clusters Score -7429999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -7430000.500000 Penalty: 5661.267090
	Iteration 44Q: 3 clusters Score -7430000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -7430005.500000 Penalty: 5661.267090
	Iteration 45Q: 3 clusters Score -7430006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -7430010.000000 Penalty: 5661.267090
	Iteration 46Q: 3 clusters Score -7430010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -7430012.000000 Penalty: 5661.267090
	Iteration 47Q: 3 clusters Score -7430012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -7430010.000000 Penalty: 5661.267090
	Iteration 48Q: 3 clusters Score -7430010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -7430011.000000 Penalty: 5661.267090
	Iteration 49Q: 3 clusters Score -7430011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -7430011.000000 Penalty: 5661.267090
	Iteration 50F: 3 clusters Score -7430011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 59470 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 55671 members 
Mstep: Class 30 contains 8982 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 82392 members 
Entering Unmasked Estep 
Score: -50969740.000000 Penalty: 106314.906250
Splitting cluster 17 changes total score from -50795808.000000 to -50969740.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -424724.031250 Penalty: 2142.266357
	Iteration 0F: 2 clusters Score -424724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -419881.593750 Penalty: 4284.532715
	Iteration 0F: 3 clusters Score -419881.6 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -422004.562500 Penalty: 4284.532715
	Iteration 1F: 3 clusters Score -422004.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -423956.500000 Penalty: 4284.532715
	Iteration 2F: 3 clusters Score -423956.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -426190.531250 Penalty: 4284.532715
	Iteration 3F: 3 clusters Score -426190.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -428861.437500 Penalty: 4284.532715
	Iteration 4F: 3 clusters Score -428861.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -430380.000000 Penalty: 4284.532715
	Iteration 5F: 3 clusters Score -430380 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -430595.000000 Penalty: 4284.532715
	Iteration 6Q: 3 clusters Score -430595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430689.187500 Penalty: 4284.532715
	Iteration 7Q: 3 clusters Score -430689.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -430735.812500 Penalty: 4284.532715
	Iteration 8Q: 3 clusters Score -430735.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -430766.812500 Penalty: 4284.532715
	Iteration 9Q: 3 clusters Score -430766.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -430815.437500 Penalty: 4284.532715
	Iteration 10Q: 3 clusters Score -430815.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -430851.343750 Penalty: 4284.532715
	Iteration 11Q: 3 clusters Score -430851.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -430864.500000 Penalty: 4284.532715
	Iteration 12Q: 3 clusters Score -430864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -430869.843750 Penalty: 4284.532715
	Iteration 13Q: 3 clusters Score -430869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -430871.562500 Penalty: 4284.532715
	Iteration 14Q: 3 clusters Score -430871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -430872.562500 Penalty: 4284.532715
	Iteration 15Q: 3 clusters Score -430872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -430874.062500 Penalty: 4284.532715
	Iteration 16Q: 3 clusters Score -430874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -430874.062500 Penalty: 4284.532715
	Iteration 17F: 3 clusters Score -430874.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 59470 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 11605 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 55671 members 
Mstep: Class 30 contains 8982 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 82392 members 
Mstep: Class 33 contains 1692 members 
Entering Unmasked Estep 
Score: -50974792.000000 Penalty: 109637.250000
Splitting cluster 18 changes total score from -50795808.000000 to -50974792.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (11605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Entering Unmasked Estep 
Score: -758482.750000 Penalty: 2321.079346
	Iteration 0F: 2 clusters Score -758482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -749869.562500 Penalty: 4642.158691
	Iteration 0F: 3 clusters Score -749869.6 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -753693.562500 Penalty: 4642.158691
	Iteration 1F: 3 clusters Score -753693.6 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -755128.812500 Penalty: 4642.158691
	Iteration 2F: 3 clusters Score -755128.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -756455.250000 Penalty: 4642.158691
	Iteration 3F: 3 clusters Score -756455.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -757439.187500 Penalty: 4642.158691
	Iteration 4F: 3 clusters Score -757439.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -758062.812500 Penalty: 4642.158691
	Iteration 5F: 3 clusters Score -758062.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -758487.250000 Penalty: 4642.158691
	Iteration 6Q: 3 clusters Score -758487.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -758917.000000 Penalty: 4642.158691
	Iteration 7Q: 3 clusters Score -758917 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -759546.375000 Penalty: 4642.158691
	Iteration 8Q: 3 clusters Score -759546.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -760757.125000 Penalty: 4642.158691
	Iteration 9Q: 3 clusters Score -760757.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -763450.687500 Penalty: 4642.158691
	Iteration 10F: 3 clusters Score -763450.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -767506.375000 Penalty: 4642.158691
	Iteration 11F: 3 clusters Score -767506.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -771011.125000 Penalty: 4642.158691
	Iteration 12Q: 3 clusters Score -771011.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -771735.750000 Penalty: 4642.158691
	Iteration 13Q: 3 clusters Score -771735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -771774.000000 Penalty: 4642.158691
	Iteration 14Q: 3 clusters Score -771774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -771774.000000 Penalty: 4642.158691
	Iteration 15F: 3 clusters Score -771774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 24013 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 59470 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 5880 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 9721 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 18165 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 30572 members 
Mstep: Class 26 contains 16177 members 
Mstep: Class 27 contains 7731 members 
Mstep: Class 28 contains 1277 members 
Mstep: Class 29 contains 55671 members 
Mstep: Class 30 contains 8982 members 
Mstep: Class 31 contains 6715 members 
Mstep: Class 32 contains 82392 members 
Mstep: Class 33 contains 1692 members 
Mstep: Class 34 contains 5725 members 
Entering Unmasked Estep 
Score: -50987432.000000 Penalty: 112959.593750
Splitting cluster 19 changes total score from -50795808.000000 to -50987432.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 9227 members 
Mstep: Class 6 contains 8618 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 10 contains 61457 members 
Mstep: Class 11 contains 62439 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 59470 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 5880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51014760.000000 Penalty: 112959.593750
Iteration 39Q: 35 clusters Score -5.101476e+07 nChanged 24945
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 3540 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 5 contains 9486 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 24549 members 
Mstep: Class 8 contains 23184 members 
Mstep: Class 9 contains 24921 members 
Mstep: Class 10 contains 62040 members 
Mstep: Class 11 contains 61699 members 
Mstep: Class 12 contains 9902 members 
Mstep: Class 13 contains 1089 members 
Mstep: Class 14 contains 39966 members 
Mstep: Class 15 contains 58475 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 8410 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 7671 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 18291 members 
Mstep: Class 24 contains 27373 members 
Mstep: Class 25 contains 29765 members 
Mstep: Class 26 contains 15757 members 
Mstep: Class 27 contains 8257 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 56719 members 
Mstep: Class 30 contains 8677 members 
Mstep: Class 31 contains 6328 members 
Mstep: Class 32 contains 77344 members 
Mstep: Class 33 contains 1771 members 
Mstep: Class 34 contains 6959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51039576.000000 Penalty: 112959.593750
Iteration 40F: 35 clusters Score -5.103958e+07 nChanged 19451
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 9549 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 23919 members 
Mstep: Class 8 contains 22399 members 
Mstep: Class 9 contains 25359 members 
Mstep: Class 10 contains 62175 members 
Mstep: Class 11 contains 61015 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 38903 members 
Mstep: Class 15 contains 57741 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 8032 members 
Mstep: Class 21 contains 9608 members 
Mstep: Class 22 contains 2562 members 
Mstep: Class 23 contains 19062 members 
Mstep: Class 24 contains 29520 members 
Mstep: Class 25 contains 29990 members 
Mstep: Class 26 contains 15665 members 
Mstep: Class 27 contains 8860 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 58643 members 
Mstep: Class 30 contains 8944 members 
Mstep: Class 31 contains 6164 members 
Mstep: Class 32 contains 73444 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 8894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51052952.000000 Penalty: 112959.593750
Iteration 41Q: 35 clusters Score -5.105295e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 5939 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 8722 members 
Mstep: Class 7 contains 23403 members 
Mstep: Class 8 contains 21976 members 
Mstep: Class 9 contains 25524 members 
Mstep: Class 10 contains 62213 members 
Mstep: Class 11 contains 60523 members 
Mstep: Class 12 contains 9823 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 38187 members 
Mstep: Class 15 contains 57228 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 7950 members 
Mstep: Class 21 contains 9616 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 19640 members 
Mstep: Class 24 contains 31200 members 
Mstep: Class 25 contains 30174 members 
Mstep: Class 26 contains 15534 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 60297 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 6044 members 
Mstep: Class 32 contains 69824 members 
Mstep: Class 33 contains 1997 members 
Mstep: Class 34 contains 10184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51060940.000000 Penalty: 112959.593750
Iteration 42Q: 35 clusters Score -5.106094e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 9769 members 
Mstep: Class 6 contains 8720 members 
Mstep: Class 7 contains 23015 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 25576 members 
Mstep: Class 10 contains 62198 members 
Mstep: Class 11 contains 60184 members 
Mstep: Class 12 contains 9738 members 
Mstep: Class 13 contains 1842 members 
Mstep: Class 14 contains 37651 members 
Mstep: Class 15 contains 56807 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 7876 members 
Mstep: Class 21 contains 9634 members 
Mstep: Class 22 contains 2599 members 
Mstep: Class 23 contains 20122 members 
Mstep: Class 24 contains 32935 members 
Mstep: Class 25 contains 30332 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 1024 members 
Mstep: Class 29 contains 61595 members 
Mstep: Class 30 contains 9359 members 
Mstep: Class 31 contains 5911 members 
Mstep: Class 32 contains 66576 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 11099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51069732.000000 Penalty: 112959.593750
Iteration 43Q: 35 clusters Score -5.106973e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 4360 members 
Mstep: Class 3 contains 3889 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 5 contains 9870 members 
Mstep: Class 6 contains 8739 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 8 contains 21506 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 62118 members 
Mstep: Class 11 contains 59954 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 37275 members 
Mstep: Class 15 contains 56457 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 10741 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 9624 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 20501 members 
Mstep: Class 24 contains 34763 members 
Mstep: Class 25 contains 30479 members 
Mstep: Class 26 contains 15412 members 
Mstep: Class 27 contains 9811 members 
Mstep: Class 28 contains 987 members 
Mstep: Class 29 contains 62402 members 
Mstep: Class 30 contains 9574 members 
Mstep: Class 31 contains 5740 members 
Mstep: Class 32 contains 63925 members 
Mstep: Class 33 contains 2301 members 
Mstep: Class 34 contains 11741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51076932.000000 Penalty: 112959.593750
Iteration 44Q: 35 clusters Score -5.107693e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 3911 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 9948 members 
Mstep: Class 6 contains 8755 members 
Mstep: Class 7 contains 22453 members 
Mstep: Class 8 contains 21367 members 
Mstep: Class 9 contains 25645 members 
Mstep: Class 10 contains 62031 members 
Mstep: Class 11 contains 59812 members 
Mstep: Class 12 contains 9659 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 37011 members 
Mstep: Class 15 contains 56151 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 5603 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 11000 members 
Mstep: Class 20 contains 7712 members 
Mstep: Class 21 contains 9632 members 
Mstep: Class 22 contains 2667 members 
Mstep: Class 23 contains 20798 members 
Mstep: Class 24 contains 36421 members 
Mstep: Class 25 contains 30621 members 
Mstep: Class 26 contains 15386 members 
Mstep: Class 27 contains 10013 members 
Mstep: Class 28 contains 963 members 
Mstep: Class 29 contains 62855 members 
Mstep: Class 30 contains 9746 members 
Mstep: Class 31 contains 5551 members 
Mstep: Class 32 contains 61991 members 
Mstep: Class 33 contains 2507 members 
Mstep: Class 34 contains 12073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51081396.000000 Penalty: 112959.593750
Iteration 45Q: 35 clusters Score -5.10814e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 3931 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 10012 members 
Mstep: Class 6 contains 8753 members 
Mstep: Class 7 contains 22218 members 
Mstep: Class 8 contains 21260 members 
Mstep: Class 9 contains 25661 members 
Mstep: Class 10 contains 61896 members 
Mstep: Class 11 contains 59751 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 36774 members 
Mstep: Class 15 contains 55856 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7636 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 21060 members 
Mstep: Class 24 contains 37605 members 
Mstep: Class 25 contains 30761 members 
Mstep: Class 26 contains 15359 members 
Mstep: Class 27 contains 10182 members 
Mstep: Class 28 contains 950 members 
Mstep: Class 29 contains 63113 members 
Mstep: Class 30 contains 9928 members 
Mstep: Class 31 contains 5327 members 
Mstep: Class 32 contains 60844 members 
Mstep: Class 33 contains 2738 members 
Mstep: Class 34 contains 12261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51084744.000000 Penalty: 112959.593750
Iteration 46Q: 35 clusters Score -5.108474e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 7180 members 
Mstep: Class 5 contains 10051 members 
Mstep: Class 6 contains 8761 members 
Mstep: Class 7 contains 22007 members 
Mstep: Class 8 contains 21175 members 
Mstep: Class 9 contains 25655 members 
Mstep: Class 10 contains 61708 members 
Mstep: Class 11 contains 59741 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 36596 members 
Mstep: Class 15 contains 55578 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 4724 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 7582 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 21266 members 
Mstep: Class 24 contains 38437 members 
Mstep: Class 25 contains 30879 members 
Mstep: Class 26 contains 15338 members 
Mstep: Class 27 contains 10317 members 
Mstep: Class 28 contains 942 members 
Mstep: Class 29 contains 63176 members 
Mstep: Class 30 contains 10113 members 
Mstep: Class 31 contains 5093 members 
Mstep: Class 32 contains 60234 members 
Mstep: Class 33 contains 2968 members 
Mstep: Class 34 contains 12362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51087140.000000 Penalty: 112959.593750
Iteration 47Q: 35 clusters Score -5.108714e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 3953 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 8762 members 
Mstep: Class 7 contains 21848 members 
Mstep: Class 8 contains 21108 members 
Mstep: Class 9 contains 25658 members 
Mstep: Class 10 contains 61516 members 
Mstep: Class 11 contains 59739 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 2193 members 
Mstep: Class 14 contains 36438 members 
Mstep: Class 15 contains 55295 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 7539 members 
Mstep: Class 21 contains 9664 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 21431 members 
Mstep: Class 24 contains 39044 members 
Mstep: Class 25 contains 30994 members 
Mstep: Class 26 contains 15313 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 63105 members 
Mstep: Class 30 contains 10294 members 
Mstep: Class 31 contains 4891 members 
Mstep: Class 32 contains 59933 members 
Mstep: Class 33 contains 3168 members 
Mstep: Class 34 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51088468.000000 Penalty: 112959.593750
Iteration 48Q: 35 clusters Score -5.108847e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 8765 members 
Mstep: Class 7 contains 21707 members 
Mstep: Class 8 contains 21038 members 
Mstep: Class 9 contains 25642 members 
Mstep: Class 10 contains 61283 members 
Mstep: Class 11 contains 59741 members 
Mstep: Class 12 contains 9669 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 36296 members 
Mstep: Class 15 contains 55059 members 
Mstep: Class 16 contains 1861 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 7496 members 
Mstep: Class 21 contains 9671 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 21562 members 
Mstep: Class 24 contains 39489 members 
Mstep: Class 25 contains 31113 members 
Mstep: Class 26 contains 15292 members 
Mstep: Class 27 contains 10497 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 62997 members 
Mstep: Class 30 contains 10462 members 
Mstep: Class 31 contains 4746 members 
Mstep: Class 32 contains 59836 members 
Mstep: Class 33 contains 3319 members 
Mstep: Class 34 contains 12395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089552.000000 Penalty: 112959.593750
Iteration 49Q: 35 clusters Score -5.108955e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 8193 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 8764 members 
Mstep: Class 7 contains 21605 members 
Mstep: Class 8 contains 20970 members 
Mstep: Class 9 contains 25639 members 
Mstep: Class 10 contains 61051 members 
Mstep: Class 11 contains 59732 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 36164 members 
Mstep: Class 15 contains 54831 members 
Mstep: Class 16 contains 1871 members 
Mstep: Class 17 contains 3985 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 7459 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 2895 members 
Mstep: Class 23 contains 21691 members 
Mstep: Class 24 contains 39877 members 
Mstep: Class 25 contains 31208 members 
Mstep: Class 26 contains 15268 members 
Mstep: Class 27 contains 10556 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 62814 members 
Mstep: Class 30 contains 10633 members 
Mstep: Class 31 contains 4642 members 
Mstep: Class 32 contains 59811 members 
Mstep: Class 33 contains 3424 members 
Mstep: Class 34 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090212.000000 Penalty: 112959.593750
Iteration 50Q: 35 clusters Score -5.109021e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 8474 members 
Mstep: Class 5 contains 10138 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 20917 members 
Mstep: Class 9 contains 25639 members 
Mstep: Class 10 contains 60811 members 
Mstep: Class 11 contains 59756 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 36057 members 
Mstep: Class 15 contains 54648 members 
Mstep: Class 16 contains 1887 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 7446 members 
Mstep: Class 21 contains 9706 members 
Mstep: Class 22 contains 2929 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 40208 members 
Mstep: Class 25 contains 31300 members 
Mstep: Class 26 contains 15236 members 
Mstep: Class 27 contains 10589 members 
Mstep: Class 28 contains 964 members 
Mstep: Class 29 contains 62620 members 
Mstep: Class 30 contains 10798 members 
Mstep: Class 31 contains 4579 members 
Mstep: Class 32 contains 59831 members 
Mstep: Class 33 contains 3481 members 
Mstep: Class 34 contains 12395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090288.000000 Penalty: 112959.593750
Iteration 51Q: 35 clusters Score -5.109029e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 3951 members 
Mstep: Class 4 contains 8693 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 8752 members 
Mstep: Class 7 contains 21450 members 
Mstep: Class 8 contains 20862 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 60609 members 
Mstep: Class 11 contains 59769 members 
Mstep: Class 12 contains 9705 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 35960 members 
Mstep: Class 15 contains 54490 members 
Mstep: Class 16 contains 1904 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7432 members 
Mstep: Class 21 contains 9716 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 40500 members 
Mstep: Class 25 contains 31377 members 
Mstep: Class 26 contains 15218 members 
Mstep: Class 27 contains 10610 members 
Mstep: Class 28 contains 967 members 
Mstep: Class 29 contains 62400 members 
Mstep: Class 30 contains 10960 members 
Mstep: Class 31 contains 4534 members 
Mstep: Class 32 contains 59884 members 
Mstep: Class 33 contains 3523 members 
Mstep: Class 34 contains 12395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090504.000000 Penalty: 112959.593750
Iteration 52Q: 35 clusters Score -5.10905e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 8853 members 
Mstep: Class 5 contains 10157 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 21398 members 
Mstep: Class 8 contains 20813 members 
Mstep: Class 9 contains 25620 members 
Mstep: Class 10 contains 60427 members 
Mstep: Class 11 contains 59776 members 
Mstep: Class 12 contains 9709 members 
Mstep: Class 13 contains 2401 members 
Mstep: Class 14 contains 35901 members 
Mstep: Class 15 contains 54363 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 3385 members 
Mstep: Class 19 contains 11201 members 
Mstep: Class 20 contains 7411 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 21950 members 
Mstep: Class 24 contains 40764 members 
Mstep: Class 25 contains 31439 members 
Mstep: Class 26 contains 15205 members 
Mstep: Class 27 contains 10633 members 
Mstep: Class 28 contains 975 members 
Mstep: Class 29 contains 62182 members 
Mstep: Class 30 contains 11120 members 
Mstep: Class 31 contains 4501 members 
Mstep: Class 32 contains 59949 members 
Mstep: Class 33 contains 3555 members 
Mstep: Class 34 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090628.000000 Penalty: 112959.593750
Iteration 53Q: 35 clusters Score -5.109063e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4347 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 10164 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 20775 members 
Mstep: Class 9 contains 25608 members 
Mstep: Class 10 contains 60278 members 
Mstep: Class 11 contains 59784 members 
Mstep: Class 12 contains 9710 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 35850 members 
Mstep: Class 15 contains 54253 members 
Mstep: Class 16 contains 1922 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 11192 members 
Mstep: Class 20 contains 7395 members 
Mstep: Class 21 contains 9757 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 21988 members 
Mstep: Class 24 contains 41005 members 
Mstep: Class 25 contains 31492 members 
Mstep: Class 26 contains 15192 members 
Mstep: Class 27 contains 10646 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 61994 members 
Mstep: Class 30 contains 11275 members 
Mstep: Class 31 contains 4480 members 
Mstep: Class 32 contains 59995 members 
Mstep: Class 33 contains 3580 members 
Mstep: Class 34 contains 12415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090880.000000 Penalty: 112959.593750
Iteration 54Q: 35 clusters Score -5.109088e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 9078 members 
Mstep: Class 5 contains 10172 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 21330 members 
Mstep: Class 8 contains 20742 members 
Mstep: Class 9 contains 25603 members 
Mstep: Class 10 contains 60117 members 
Mstep: Class 11 contains 59786 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 35807 members 
Mstep: Class 15 contains 54166 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 3440 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 7385 members 
Mstep: Class 21 contains 9774 members 
Mstep: Class 22 contains 3000 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 41240 members 
Mstep: Class 25 contains 31541 members 
Mstep: Class 26 contains 15179 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 61802 members 
Mstep: Class 30 contains 11425 members 
Mstep: Class 31 contains 4473 members 
Mstep: Class 32 contains 60045 members 
Mstep: Class 33 contains 3592 members 
Mstep: Class 34 contains 12421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090980.000000 Penalty: 112959.593750
Iteration 55Q: 35 clusters Score -5.109098e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 4320 members 
Mstep: Class 3 contains 3936 members 
Mstep: Class 4 contains 9166 members 
Mstep: Class 5 contains 10176 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 21295 members 
Mstep: Class 8 contains 20719 members 
Mstep: Class 9 contains 25593 members 
Mstep: Class 10 contains 59966 members 
Mstep: Class 11 contains 59780 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 35767 members 
Mstep: Class 15 contains 54084 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 11191 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 9788 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 22047 members 
Mstep: Class 24 contains 41457 members 
Mstep: Class 25 contains 31582 members 
Mstep: Class 26 contains 15176 members 
Mstep: Class 27 contains 10661 members 
Mstep: Class 28 contains 1017 members 
Mstep: Class 29 contains 61608 members 
Mstep: Class 30 contains 11580 members 
Mstep: Class 31 contains 4470 members 
Mstep: Class 32 contains 60081 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 12413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091104.000000 Penalty: 112959.593750
Iteration 56Q: 35 clusters Score -5.10911e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 5 contains 10176 members 
Mstep: Class 6 contains 8743 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 20695 members 
Mstep: Class 9 contains 25586 members 
Mstep: Class 10 contains 59838 members 
Mstep: Class 11 contains 59772 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 14 contains 35737 members 
Mstep: Class 15 contains 54009 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 3356 members 
Mstep: Class 19 contains 11196 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 9792 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 22072 members 
Mstep: Class 24 contains 41642 members 
Mstep: Class 25 contains 31615 members 
Mstep: Class 26 contains 15175 members 
Mstep: Class 27 contains 10667 members 
Mstep: Class 28 contains 1036 members 
Mstep: Class 29 contains 61438 members 
Mstep: Class 30 contains 11721 members 
Mstep: Class 31 contains 4465 members 
Mstep: Class 32 contains 60118 members 
Mstep: Class 33 contains 3603 members 
Mstep: Class 34 contains 12414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091400.000000 Penalty: 112959.593750
Iteration 57Q: 35 clusters Score -5.10914e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 9293 members 
Mstep: Class 5 contains 10177 members 
Mstep: Class 6 contains 8744 members 
Mstep: Class 7 contains 21242 members 
Mstep: Class 8 contains 20666 members 
Mstep: Class 9 contains 25576 members 
Mstep: Class 10 contains 59700 members 
Mstep: Class 11 contains 59780 members 
Mstep: Class 12 contains 9714 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 14 contains 35710 members 
Mstep: Class 15 contains 53958 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 11192 members 
Mstep: Class 20 contains 7368 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 22 contains 3020 members 
Mstep: Class 23 contains 22097 members 
Mstep: Class 24 contains 41827 members 
Mstep: Class 25 contains 31653 members 
Mstep: Class 26 contains 15176 members 
Mstep: Class 27 contains 10675 members 
Mstep: Class 28 contains 1049 members 
Mstep: Class 29 contains 61256 members 
Mstep: Class 30 contains 11858 members 
Mstep: Class 31 contains 4460 members 
Mstep: Class 32 contains 60151 members 
Mstep: Class 33 contains 3607 members 
Mstep: Class 34 contains 12414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091208.000000 Penalty: 112959.593750
Iteration 58Q: 35 clusters Score -5.109121e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 10181 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 21221 members 
Mstep: Class 8 contains 20645 members 
Mstep: Class 9 contains 25561 members 
Mstep: Class 10 contains 59578 members 
Mstep: Class 11 contains 59799 members 
Mstep: Class 12 contains 9716 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 14 contains 35682 members 
Mstep: Class 15 contains 53912 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 3354 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 7366 members 
Mstep: Class 21 contains 9812 members 
Mstep: Class 22 contains 3020 members 
Mstep: Class 23 contains 22115 members 
Mstep: Class 24 contains 42002 members 
Mstep: Class 25 contains 31683 members 
Mstep: Class 26 contains 15173 members 
Mstep: Class 27 contains 10685 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 61080 members 
Mstep: Class 30 contains 11985 members 
Mstep: Class 31 contains 4459 members 
Mstep: Class 32 contains 60174 members 
Mstep: Class 33 contains 3610 members 
Mstep: Class 34 contains 12424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091404.000000 Penalty: 112959.593750
Iteration 59Q: 35 clusters Score -5.10914e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 3946 members 
Mstep: Class 4 contains 9364 members 
Mstep: Class 5 contains 10183 members 
Mstep: Class 6 contains 8738 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 20627 members 
Mstep: Class 9 contains 25555 members 
Mstep: Class 10 contains 59474 members 
Mstep: Class 11 contains 59811 members 
Mstep: Class 12 contains 9716 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 35659 members 
Mstep: Class 15 contains 53854 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 7360 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 22126 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 31710 members 
Mstep: Class 26 contains 15176 members 
Mstep: Class 27 contains 10694 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 60910 members 
Mstep: Class 30 contains 12119 members 
Mstep: Class 31 contains 4457 members 
Mstep: Class 32 contains 60199 members 
Mstep: Class 33 contains 3614 members 
Mstep: Class 34 contains 12427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092184.000000 Penalty: 112959.593750
Iteration 60F: 35 clusters Score -5.109218e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 10184 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 20604 members 
Mstep: Class 9 contains 25548 members 
Mstep: Class 10 contains 59370 members 
Mstep: Class 11 contains 59821 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 35639 members 
Mstep: Class 15 contains 53801 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 3221 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 7342 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 3040 members 
Mstep: Class 23 contains 22131 members 
Mstep: Class 24 contains 42460 members 
Mstep: Class 25 contains 31733 members 
Mstep: Class 26 contains 15176 members 
Mstep: Class 27 contains 10705 members 
Mstep: Class 28 contains 1127 members 
Mstep: Class 29 contains 60678 members 
Mstep: Class 30 contains 12246 members 
Mstep: Class 31 contains 4128 members 
Mstep: Class 32 contains 60181 members 
Mstep: Class 33 contains 3963 members 
Mstep: Class 34 contains 12424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093592.000000 Penalty: 112959.593750
Iteration 61Q: 35 clusters Score -5.109359e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 3951 members 
Mstep: Class 4 contains 9403 members 
Mstep: Class 5 contains 10185 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 21164 members 
Mstep: Class 8 contains 20581 members 
Mstep: Class 9 contains 25548 members 
Mstep: Class 10 contains 59277 members 
Mstep: Class 11 contains 59838 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 35622 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 3354 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 7327 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 22141 members 
Mstep: Class 24 contains 42714 members 
Mstep: Class 25 contains 31758 members 
Mstep: Class 26 contains 15177 members 
Mstep: Class 27 contains 10712 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 60429 members 
Mstep: Class 30 contains 12351 members 
Mstep: Class 31 contains 3868 members 
Mstep: Class 32 contains 60181 members 
Mstep: Class 33 contains 4216 members 
Mstep: Class 34 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51094800.000000 Penalty: 112959.593750
Iteration 62Q: 35 clusters Score -5.10948e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 3938 members 
Mstep: Class 4 contains 9426 members 
Mstep: Class 5 contains 10185 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 20565 members 
Mstep: Class 9 contains 25547 members 
Mstep: Class 10 contains 59205 members 
Mstep: Class 11 contains 59844 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 35598 members 
Mstep: Class 15 contains 53708 members 
Mstep: Class 16 contains 2017 members 
Mstep: Class 17 contains 3211 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 11179 members 
Mstep: Class 20 contains 7324 members 
Mstep: Class 21 contains 9867 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22144 members 
Mstep: Class 24 contains 42963 members 
Mstep: Class 25 contains 31773 members 
Mstep: Class 26 contains 15175 members 
Mstep: Class 27 contains 10713 members 
Mstep: Class 28 contains 1174 members 
Mstep: Class 29 contains 60187 members 
Mstep: Class 30 contains 12444 members 
Mstep: Class 31 contains 3730 members 
Mstep: Class 32 contains 60207 members 
Mstep: Class 33 contains 4323 members 
Mstep: Class 34 contains 12436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095660.000000 Penalty: 112959.593750
Iteration 63Q: 35 clusters Score -5.109566e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 9445 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 6 contains 8704 members 
Mstep: Class 7 contains 21125 members 
Mstep: Class 8 contains 20554 members 
Mstep: Class 9 contains 25537 members 
Mstep: Class 10 contains 59131 members 
Mstep: Class 11 contains 59855 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 35566 members 
Mstep: Class 15 contains 53688 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 3198 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 11177 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 3083 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 43200 members 
Mstep: Class 25 contains 31780 members 
Mstep: Class 26 contains 15174 members 
Mstep: Class 27 contains 10703 members 
Mstep: Class 28 contains 1168 members 
Mstep: Class 29 contains 59954 members 
Mstep: Class 30 contains 12523 members 
Mstep: Class 31 contains 3670 members 
Mstep: Class 32 contains 60243 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095984.000000 Penalty: 112959.593750
Iteration 64Q: 35 clusters Score -5.109598e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 9462 members 
Mstep: Class 5 contains 10189 members 
Mstep: Class 6 contains 8697 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 20546 members 
Mstep: Class 9 contains 25520 members 
Mstep: Class 10 contains 59040 members 
Mstep: Class 11 contains 59864 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 35524 members 
Mstep: Class 15 contains 53670 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 9946 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 43446 members 
Mstep: Class 25 contains 31787 members 
Mstep: Class 26 contains 15174 members 
Mstep: Class 27 contains 10691 members 
Mstep: Class 28 contains 1159 members 
Mstep: Class 29 contains 59711 members 
Mstep: Class 30 contains 12621 members 
Mstep: Class 31 contains 3662 members 
Mstep: Class 32 contains 60297 members 
Mstep: Class 33 contains 4380 members 
Mstep: Class 34 contains 12455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096124.000000 Penalty: 112959.593750
Iteration 65Q: 35 clusters Score -5.109612e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 9473 members 
Mstep: Class 5 contains 10188 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 21105 members 
Mstep: Class 8 contains 20532 members 
Mstep: Class 9 contains 25512 members 
Mstep: Class 10 contains 58960 members 
Mstep: Class 11 contains 59871 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 14 contains 35492 members 
Mstep: Class 15 contains 53645 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 11173 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 3072 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 43698 members 
Mstep: Class 25 contains 31807 members 
Mstep: Class 26 contains 15172 members 
Mstep: Class 27 contains 10684 members 
Mstep: Class 28 contains 1152 members 
Mstep: Class 29 contains 59447 members 
Mstep: Class 30 contains 12706 members 
Mstep: Class 31 contains 3656 members 
Mstep: Class 32 contains 60336 members 
Mstep: Class 33 contains 4394 members 
Mstep: Class 34 contains 12463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096256.000000 Penalty: 112959.593750
Iteration 66Q: 35 clusters Score -5.109626e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 3912 members 
Mstep: Class 4 contains 9485 members 
Mstep: Class 5 contains 10187 members 
Mstep: Class 6 contains 8693 members 
Mstep: Class 7 contains 21110 members 
Mstep: Class 8 contains 20523 members 
Mstep: Class 9 contains 25502 members 
Mstep: Class 10 contains 58880 members 
Mstep: Class 11 contains 59880 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 2584 members 
Mstep: Class 14 contains 35456 members 
Mstep: Class 15 contains 53621 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 11172 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 10000 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 22177 members 
Mstep: Class 24 contains 43939 members 
Mstep: Class 25 contains 31823 members 
Mstep: Class 26 contains 15171 members 
Mstep: Class 27 contains 10676 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 59184 members 
Mstep: Class 30 contains 12787 members 
Mstep: Class 31 contains 3647 members 
Mstep: Class 32 contains 60378 members 
Mstep: Class 33 contains 4405 members 
Mstep: Class 34 contains 12479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096460.000000 Penalty: 112959.593750
Iteration 67Q: 35 clusters Score -5.109646e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 4113 members 
Mstep: Class 3 contains 3902 members 
Mstep: Class 4 contains 9496 members 
Mstep: Class 5 contains 10188 members 
Mstep: Class 6 contains 8690 members 
Mstep: Class 7 contains 21115 members 
Mstep: Class 8 contains 20517 members 
Mstep: Class 9 contains 25491 members 
Mstep: Class 10 contains 58793 members 
Mstep: Class 11 contains 59886 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 35428 members 
Mstep: Class 15 contains 53598 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 3110 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 44202 members 
Mstep: Class 25 contains 31840 members 
Mstep: Class 26 contains 15170 members 
Mstep: Class 27 contains 10670 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 58912 members 
Mstep: Class 30 contains 12877 members 
Mstep: Class 31 contains 3625 members 
Mstep: Class 32 contains 60431 members 
Mstep: Class 33 contains 4418 members 
Mstep: Class 34 contains 12485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096576.000000 Penalty: 112959.593750
Iteration 68Q: 35 clusters Score -5.109658e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 9505 members 
Mstep: Class 5 contains 10190 members 
Mstep: Class 6 contains 8688 members 
Mstep: Class 7 contains 21111 members 
Mstep: Class 8 contains 20516 members 
Mstep: Class 9 contains 25481 members 
Mstep: Class 10 contains 58723 members 
Mstep: Class 11 contains 59893 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 2586 members 
Mstep: Class 14 contains 35410 members 
Mstep: Class 15 contains 53585 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11169 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 10059 members 
Mstep: Class 22 contains 3069 members 
Mstep: Class 23 contains 22187 members 
Mstep: Class 24 contains 44487 members 
Mstep: Class 25 contains 31853 members 
Mstep: Class 26 contains 15169 members 
Mstep: Class 27 contains 10669 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 58598 members 
Mstep: Class 30 contains 12949 members 
Mstep: Class 31 contains 3602 members 
Mstep: Class 32 contains 60496 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096652.000000 Penalty: 112959.593750
Iteration 69Q: 35 clusters Score -5.109665e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 10191 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 21106 members 
Mstep: Class 8 contains 20514 members 
Mstep: Class 9 contains 25471 members 
Mstep: Class 10 contains 58661 members 
Mstep: Class 11 contains 59902 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 35382 members 
Mstep: Class 15 contains 53579 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 11167 members 
Mstep: Class 20 contains 7313 members 
Mstep: Class 21 contains 10071 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 22192 members 
Mstep: Class 24 contains 44771 members 
Mstep: Class 25 contains 31866 members 
Mstep: Class 26 contains 15168 members 
Mstep: Class 27 contains 10667 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 58315 members 
Mstep: Class 30 contains 13009 members 
Mstep: Class 31 contains 3584 members 
Mstep: Class 32 contains 60547 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 12491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096876.000000 Penalty: 112959.593750
Iteration 70Q: 35 clusters Score -5.109688e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 8682 members 
Mstep: Class 7 contains 21097 members 
Mstep: Class 8 contains 20511 members 
Mstep: Class 9 contains 25465 members 
Mstep: Class 10 contains 58600 members 
Mstep: Class 11 contains 59911 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 35357 members 
Mstep: Class 15 contains 53571 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 10074 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 22195 members 
Mstep: Class 24 contains 45010 members 
Mstep: Class 25 contains 31876 members 
Mstep: Class 26 contains 15166 members 
Mstep: Class 27 contains 10664 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 58057 members 
Mstep: Class 30 contains 13070 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 60613 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 12504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096844.000000 Penalty: 112959.593750
Iteration 71Q: 35 clusters Score -5.109684e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 9529 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 21092 members 
Mstep: Class 8 contains 20508 members 
Mstep: Class 9 contains 25464 members 
Mstep: Class 10 contains 58545 members 
Mstep: Class 11 contains 59915 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 35341 members 
Mstep: Class 15 contains 53566 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 11165 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 10069 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 22201 members 
Mstep: Class 24 contains 45229 members 
Mstep: Class 25 contains 31883 members 
Mstep: Class 26 contains 15165 members 
Mstep: Class 27 contains 10659 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 57832 members 
Mstep: Class 30 contains 13120 members 
Mstep: Class 31 contains 3568 members 
Mstep: Class 32 contains 60660 members 
Mstep: Class 33 contains 4434 members 
Mstep: Class 34 contains 12512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096980.000000 Penalty: 112959.593750
Iteration 72Q: 35 clusters Score -5.109698e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 9535 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 21087 members 
Mstep: Class 8 contains 20503 members 
Mstep: Class 9 contains 25472 members 
Mstep: Class 10 contains 58480 members 
Mstep: Class 11 contains 59921 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 35328 members 
Mstep: Class 15 contains 53560 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 11166 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 10068 members 
Mstep: Class 22 contains 3072 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 45451 members 
Mstep: Class 25 contains 31897 members 
Mstep: Class 26 contains 15162 members 
Mstep: Class 27 contains 10659 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 57583 members 
Mstep: Class 30 contains 13183 members 
Mstep: Class 31 contains 3562 members 
Mstep: Class 32 contains 60691 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 12525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097048.000000 Penalty: 112959.593750
Iteration 73Q: 35 clusters Score -5.109705e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3866 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 10194 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 20503 members 
Mstep: Class 9 contains 25474 members 
Mstep: Class 10 contains 58412 members 
Mstep: Class 11 contains 59928 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 35316 members 
Mstep: Class 15 contains 53552 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 11165 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 10063 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 22202 members 
Mstep: Class 24 contains 45666 members 
Mstep: Class 25 contains 31913 members 
Mstep: Class 26 contains 15161 members 
Mstep: Class 27 contains 10659 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 57366 members 
Mstep: Class 30 contains 13244 members 
Mstep: Class 31 contains 3550 members 
Mstep: Class 32 contains 60712 members 
Mstep: Class 33 contains 4433 members 
Mstep: Class 34 contains 12529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097248.000000 Penalty: 112959.593750
Iteration 74Q: 35 clusters Score -5.109725e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3859 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 10195 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 21074 members 
Mstep: Class 8 contains 20501 members 
Mstep: Class 9 contains 25474 members 
Mstep: Class 10 contains 58358 members 
Mstep: Class 11 contains 59934 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 35305 members 
Mstep: Class 15 contains 53546 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 2936 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 11165 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 22203 members 
Mstep: Class 24 contains 45855 members 
Mstep: Class 25 contains 31927 members 
Mstep: Class 26 contains 15161 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 57166 members 
Mstep: Class 30 contains 13301 members 
Mstep: Class 31 contains 3538 members 
Mstep: Class 32 contains 60743 members 
Mstep: Class 33 contains 4428 members 
Mstep: Class 34 contains 12546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097416.000000 Penalty: 112959.593750
Iteration 75Q: 35 clusters Score -5.109742e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 10195 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 20501 members 
Mstep: Class 9 contains 25474 members 
Mstep: Class 10 contains 58303 members 
Mstep: Class 11 contains 59937 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 35298 members 
Mstep: Class 15 contains 53543 members 
Mstep: Class 16 contains 2259 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 10067 members 
Mstep: Class 22 contains 3074 members 
Mstep: Class 23 contains 22203 members 
Mstep: Class 24 contains 46048 members 
Mstep: Class 25 contains 31932 members 
Mstep: Class 26 contains 15161 members 
Mstep: Class 27 contains 10650 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 56952 members 
Mstep: Class 30 contains 13353 members 
Mstep: Class 31 contains 3532 members 
Mstep: Class 32 contains 60789 members 
Mstep: Class 33 contains 4419 members 
Mstep: Class 34 contains 12557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097508.000000 Penalty: 112959.593750
Iteration 76Q: 35 clusters Score -5.109751e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 10195 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 25476 members 
Mstep: Class 10 contains 58237 members 
Mstep: Class 11 contains 59937 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 35294 members 
Mstep: Class 15 contains 53540 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 10056 members 
Mstep: Class 22 contains 3074 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 46215 members 
Mstep: Class 25 contains 31941 members 
Mstep: Class 26 contains 15162 members 
Mstep: Class 27 contains 10650 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 56768 members 
Mstep: Class 30 contains 13410 members 
Mstep: Class 31 contains 3536 members 
Mstep: Class 32 contains 60832 members 
Mstep: Class 33 contains 4402 members 
Mstep: Class 34 contains 12562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097604.000000 Penalty: 112959.593750
Iteration 77Q: 35 clusters Score -5.10976e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 10196 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 21069 members 
Mstep: Class 8 contains 20499 members 
Mstep: Class 9 contains 25474 members 
Mstep: Class 10 contains 58162 members 
Mstep: Class 11 contains 59938 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 35287 members 
Mstep: Class 15 contains 53539 members 
Mstep: Class 16 contains 2302 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 3077 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46368 members 
Mstep: Class 25 contains 31952 members 
Mstep: Class 26 contains 15163 members 
Mstep: Class 27 contains 10650 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56591 members 
Mstep: Class 30 contains 13472 members 
Mstep: Class 31 contains 3551 members 
Mstep: Class 32 contains 60860 members 
Mstep: Class 33 contains 4380 members 
Mstep: Class 34 contains 12570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097884.000000 Penalty: 112959.593750
Iteration 78Q: 35 clusters Score -5.109788e+07 nChanged 470
Entering ConstructFrom: 
Score: -51097884.000000 Penalty: 112959.593750
Entering ConstructFrom: 
Trying to split cluster 1 (16035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Entering Unmasked Estep 
Score: -1288062.000000 Penalty: 2401.267334
	Iteration 0F: 2 clusters Score -1288062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1276498.000000 Penalty: 4802.534668
	Iteration 0F: 3 clusters Score -1276498 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1280302.375000 Penalty: 4802.534668
	Iteration 1F: 3 clusters Score -1280302 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1280911.375000 Penalty: 4802.534668
	Iteration 2F: 3 clusters Score -1280911 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1281693.125000 Penalty: 4802.534668
	Iteration 3F: 3 clusters Score -1281693 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1282539.750000 Penalty: 4802.534668
	Iteration 4F: 3 clusters Score -1282540 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1283515.875000 Penalty: 4802.534668
	Iteration 5F: 3 clusters Score -1283516 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1284478.500000 Penalty: 4802.534668
	Iteration 6F: 3 clusters Score -1284478 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1285185.375000 Penalty: 4802.534668
	Iteration 7F: 3 clusters Score -1285185 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1285641.750000 Penalty: 4802.534668
	Iteration 8Q: 3 clusters Score -1285642 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1285915.250000 Penalty: 4802.534668
	Iteration 9Q: 3 clusters Score -1285915 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1286088.500000 Penalty: 4802.534668
	Iteration 10Q: 3 clusters Score -1286088 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1286230.500000 Penalty: 4802.534668
	Iteration 11Q: 3 clusters Score -1286230 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1286350.875000 Penalty: 4802.534668
	Iteration 12Q: 3 clusters Score -1286351 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1286491.125000 Penalty: 4802.534668
	Iteration 13Q: 3 clusters Score -1286491 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1286659.500000 Penalty: 4802.534668
	Iteration 14Q: 3 clusters Score -1286660 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1286917.375000 Penalty: 4802.534668
	Iteration 15Q: 3 clusters Score -1286917 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1287258.500000 Penalty: 4802.534668
	Iteration 16Q: 3 clusters Score -1287258 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1287598.875000 Penalty: 4802.534668
	Iteration 17Q: 3 clusters Score -1287599 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1287822.375000 Penalty: 4802.534668
	Iteration 18Q: 3 clusters Score -1287822 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1287984.500000 Penalty: 4802.534668
	Iteration 19Q: 3 clusters Score -1287984 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1288075.375000 Penalty: 4802.534668
	Iteration 20F: 3 clusters Score -1288075 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1288126.125000 Penalty: 4802.534668
	Iteration 21Q: 3 clusters Score -1288126 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1288158.875000 Penalty: 4802.534668
	Iteration 22Q: 3 clusters Score -1288159 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1288180.250000 Penalty: 4802.534668
	Iteration 23Q: 3 clusters Score -1288180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1288193.125000 Penalty: 4802.534668
	Iteration 24Q: 3 clusters Score -1288193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1288199.125000 Penalty: 4802.534668
	Iteration 25Q: 3 clusters Score -1288199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1288207.250000 Penalty: 4802.534668
	Iteration 26Q: 3 clusters Score -1288207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1288213.375000 Penalty: 4802.534668
	Iteration 27Q: 3 clusters Score -1288213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1288223.000000 Penalty: 4802.534668
	Iteration 28Q: 3 clusters Score -1288223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1288223.250000 Penalty: 4802.534668
	Iteration 29Q: 3 clusters Score -1288223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1288226.000000 Penalty: 4802.534668
	Iteration 30Q: 3 clusters Score -1288226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1288233.000000 Penalty: 4802.534668
	Iteration 31Q: 3 clusters Score -1288233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1288232.000000 Penalty: 4802.534668
	Iteration 32Q: 3 clusters Score -1288232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1288235.750000 Penalty: 4802.534668
	Iteration 33Q: 3 clusters Score -1288236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1288236.125000 Penalty: 4802.534668
	Iteration 34Q: 3 clusters Score -1288236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1288232.750000 Penalty: 4802.534668
	Iteration 35Q: 3 clusters Score -1288233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1288236.125000 Penalty: 4802.534668
	Iteration 36Q: 3 clusters Score -1288236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1288235.000000 Penalty: 4802.534668
	Iteration 37Q: 3 clusters Score -1288235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1288237.500000 Penalty: 4802.534668
	Iteration 38Q: 3 clusters Score -1288238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1288237.000000 Penalty: 4802.534668
	Iteration 39Q: 3 clusters Score -1288237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1288236.125000 Penalty: 4802.534668
	Iteration 40F: 3 clusters Score -1288236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1288240.875000 Penalty: 4802.534668
	Iteration 41Q: 3 clusters Score -1288241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1288237.750000 Penalty: 4802.534668
	Iteration 42Q: 3 clusters Score -1288238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1288241.125000 Penalty: 4802.534668
	Iteration 43Q: 3 clusters Score -1288241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1288239.625000 Penalty: 4802.534668
	Iteration 44Q: 3 clusters Score -1288240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1288243.000000 Penalty: 4802.534668
	Iteration 45Q: 3 clusters Score -1288243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1288244.375000 Penalty: 4802.534668
	Iteration 46Q: 3 clusters Score -1288244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1288245.875000 Penalty: 4802.534668
	Iteration 47Q: 3 clusters Score -1288246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1288245.125000 Penalty: 4802.534668
	Iteration 48Q: 3 clusters Score -1288245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1288247.750000 Penalty: 4802.534668
	Iteration 49Q: 3 clusters Score -1288248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1288251.500000 Penalty: 4802.534668
	Iteration 50Q: 3 clusters Score -1288252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1288250.625000 Penalty: 4802.534668
	Iteration 51Q: 3 clusters Score -1288251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1288246.000000 Penalty: 4802.534668
	Iteration 52Q: 3 clusters Score -1288246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1288251.375000 Penalty: 4802.534668
	Iteration 53Q: 3 clusters Score -1288251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1288252.125000 Penalty: 4802.534668
	Iteration 54Q: 3 clusters Score -1288252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1288253.750000 Penalty: 4802.534668
	Iteration 55Q: 3 clusters Score -1288254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1288255.500000 Penalty: 4802.534668
	Iteration 56Q: 3 clusters Score -1288256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1288252.875000 Penalty: 4802.534668
	Iteration 57Q: 3 clusters Score -1288253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1288258.750000 Penalty: 4802.534668
	Iteration 58Q: 3 clusters Score -1288259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1288258.000000 Penalty: 4802.534668
	Iteration 59Q: 3 clusters Score -1288258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1288258.250000 Penalty: 4802.534668
	Iteration 60F: 3 clusters Score -1288258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1288260.250000 Penalty: 4802.534668
	Iteration 61Q: 3 clusters Score -1288260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1288260.000000 Penalty: 4802.534668
	Iteration 62Q: 3 clusters Score -1288260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1288263.875000 Penalty: 4802.534668
	Iteration 63Q: 3 clusters Score -1288264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1288261.625000 Penalty: 4802.534668
	Iteration 64Q: 3 clusters Score -1288262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1288263.500000 Penalty: 4802.534668
	Iteration 65Q: 3 clusters Score -1288264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1288260.750000 Penalty: 4802.534668
	Iteration 66Q: 3 clusters Score -1288261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1288262.125000 Penalty: 4802.534668
	Iteration 67Q: 3 clusters Score -1288262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1288261.625000 Penalty: 4802.534668
	Iteration 68Q: 3 clusters Score -1288262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1288261.625000 Penalty: 4802.534668
	Iteration 69F: 3 clusters Score -1288262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 10196 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 35280 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 8074 members 
Entering Unmasked Estep 
Score: -51097444.000000 Penalty: 116281.929688
Splitting cluster 1 changes total score from -51097884.000000 to -51097444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -317592.687500 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -317592.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -313647.781250 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -313647.8 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -314721.812500 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -314721.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -315131.875000 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -315131.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -315501.593750 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -315501.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -315967.968750 Penalty: 4127.425293
	Iteration 4F: 3 clusters Score -315968 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -316788.937500 Penalty: 4127.425293
	Iteration 5F: 3 clusters Score -316788.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -318327.250000 Penalty: 4127.425293
	Iteration 6F: 3 clusters Score -318327.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -320544.468750 Penalty: 4127.425293
	Iteration 7F: 3 clusters Score -320544.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -321317.406250 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -321317.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -321586.687500 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -321586.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321771.593750 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -321771.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -321862.062500 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -321862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321907.906250 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -321907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -321929.281250 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -321929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -321931.906250 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -321931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -321938.062500 Penalty: 4127.425293
	Iteration 15F: 3 clusters Score -321938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -321961.218750 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -321961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322007.937500 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -322007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -322092.531250 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -322092.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -322183.625000 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -322183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -322199.781250 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -322199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -322200.781250 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -322200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -322200.781250 Penalty: 4127.425293
	Iteration 22F: 3 clusters Score -322200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 10196 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 35280 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Entering Unmasked Estep 
Score: -51101376.000000 Penalty: 116281.929688
Splitting cluster 2 changes total score from -51097884.000000 to -51101376.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (3856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Entering Unmasked Estep 
Score: -300585.531250 Penalty: 2047.831543
	Iteration 0F: 2 clusters Score -300585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -296793.343750 Penalty: 4095.663086
	Iteration 0F: 3 clusters Score -296793.3 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -297648.125000 Penalty: 4095.663086
	Iteration 1F: 3 clusters Score -297648.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -297893.812500 Penalty: 4095.663086
	Iteration 2F: 3 clusters Score -297893.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -298170.062500 Penalty: 4095.663086
	Iteration 3F: 3 clusters Score -298170.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -298592.406250 Penalty: 4095.663086
	Iteration 4F: 3 clusters Score -298592.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -299058.093750 Penalty: 4095.663086
	Iteration 5F: 3 clusters Score -299058.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -299406.375000 Penalty: 4095.663086
	Iteration 6F: 3 clusters Score -299406.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299602.312500 Penalty: 4095.663086
	Iteration 7F: 3 clusters Score -299602.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -299722.968750 Penalty: 4095.663086
	Iteration 8Q: 3 clusters Score -299723 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -299800.062500 Penalty: 4095.663086
	Iteration 9Q: 3 clusters Score -299800.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -299846.093750 Penalty: 4095.663086
	Iteration 10Q: 3 clusters Score -299846.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -299889.343750 Penalty: 4095.663086
	Iteration 11Q: 3 clusters Score -299889.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -299920.843750 Penalty: 4095.663086
	Iteration 12Q: 3 clusters Score -299920.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299938.968750 Penalty: 4095.663086
	Iteration 13Q: 3 clusters Score -299939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -299956.187500 Penalty: 4095.663086
	Iteration 14Q: 3 clusters Score -299956.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -299965.406250 Penalty: 4095.663086
	Iteration 15Q: 3 clusters Score -299965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299973.437500 Penalty: 4095.663086
	Iteration 16Q: 3 clusters Score -299973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299979.562500 Penalty: 4095.663086
	Iteration 17Q: 3 clusters Score -299979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299981.562500 Penalty: 4095.663086
	Iteration 18Q: 3 clusters Score -299981.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -299983.093750 Penalty: 4095.663086
	Iteration 19Q: 3 clusters Score -299983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -299983.812500 Penalty: 4095.663086
	Iteration 20F: 3 clusters Score -299983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -299984.218750 Penalty: 4095.663086
	Iteration 21Q: 3 clusters Score -299984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -299984.531250 Penalty: 4095.663086
	Iteration 22Q: 3 clusters Score -299984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -299984.875000 Penalty: 4095.663086
	Iteration 23Q: 3 clusters Score -299984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -299985.125000 Penalty: 4095.663086
	Iteration 24Q: 3 clusters Score -299985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299986.906250 Penalty: 4095.663086
	Iteration 25Q: 3 clusters Score -299986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299988.593750 Penalty: 4095.663086
	Iteration 26Q: 3 clusters Score -299988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299988.593750 Penalty: 4095.663086
	Iteration 27F: 3 clusters Score -299988.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -660358.750000 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -660358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -653025.625000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -653025.6 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -656018.812500 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -656018.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -657308.937500 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -657308.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -658310.875000 Penalty: 4547.357422
	Iteration 3F: 3 clusters Score -658310.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -659041.687500 Penalty: 4547.357422
	Iteration 4F: 3 clusters Score -659041.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -659509.250000 Penalty: 4547.357422
	Iteration 5F: 3 clusters Score -659509.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -659802.625000 Penalty: 4547.357422
	Iteration 6Q: 3 clusters Score -659802.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -659986.375000 Penalty: 4547.357422
	Iteration 7Q: 3 clusters Score -659986.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -660125.562500 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -660125.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -660224.437500 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -660224.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -660303.312500 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -660303.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -660371.250000 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -660371.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -660427.812500 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -660427.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -660489.062500 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -660489.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -660557.875000 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -660557.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -660612.312500 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -660612.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -660691.187500 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -660691.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -660870.062500 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -660870.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -661058.375000 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -661058.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -661137.812500 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -661137.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -661175.187500 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -661175.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -661198.625000 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -661198.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -661212.125000 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -661212.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -661222.562500 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -661222.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -661226.062500 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -661226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -661230.437500 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -661230.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -661232.812500 Penalty: 4547.357422
	Iteration 26Q: 3 clusters Score -661232.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -661236.437500 Penalty: 4547.357422
	Iteration 27Q: 3 clusters Score -661236.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -661242.000000 Penalty: 4547.357422
	Iteration 28Q: 3 clusters Score -661242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -661246.812500 Penalty: 4547.357422
	Iteration 29Q: 3 clusters Score -661246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -661250.500000 Penalty: 4547.357422
	Iteration 30Q: 3 clusters Score -661250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -661252.187500 Penalty: 4547.357422
	Iteration 31Q: 3 clusters Score -661252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -661252.437500 Penalty: 4547.357422
	Iteration 32Q: 3 clusters Score -661252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -661252.625000 Penalty: 4547.357422
	Iteration 33Q: 3 clusters Score -661252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -661255.187500 Penalty: 4547.357422
	Iteration 34Q: 3 clusters Score -661255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -661255.812500 Penalty: 4547.357422
	Iteration 35Q: 3 clusters Score -661255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -661255.812500 Penalty: 4547.357422
	Iteration 36F: 3 clusters Score -661255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 10196 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 35280 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Entering Unmasked Estep 
Score: -51101244.000000 Penalty: 119604.273438
Splitting cluster 4 changes total score from -51097884.000000 to -51101244.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (10196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Entering Unmasked Estep 
Score: -836736.937500 Penalty: 2288.978271
	Iteration 0F: 2 clusters Score -836736.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -828920.250000 Penalty: 4577.956543
	Iteration 0F: 3 clusters Score -828920.2 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -831441.562500 Penalty: 4577.956543
	Iteration 1F: 3 clusters Score -831441.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -832374.437500 Penalty: 4577.956543
	Iteration 2F: 3 clusters Score -832374.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -833421.812500 Penalty: 4577.956543
	Iteration 3F: 3 clusters Score -833421.8 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -834781.500000 Penalty: 4577.956543
	Iteration 4F: 3 clusters Score -834781.5 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -835933.250000 Penalty: 4577.956543
	Iteration 5F: 3 clusters Score -835933.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -836619.500000 Penalty: 4577.956543
	Iteration 6F: 3 clusters Score -836619.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -836977.687500 Penalty: 4577.956543
	Iteration 7Q: 3 clusters Score -836977.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -837176.750000 Penalty: 4577.956543
	Iteration 8Q: 3 clusters Score -837176.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -837320.437500 Penalty: 4577.956543
	Iteration 9Q: 3 clusters Score -837320.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -837430.875000 Penalty: 4577.956543
	Iteration 10Q: 3 clusters Score -837430.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -837524.187500 Penalty: 4577.956543
	Iteration 11Q: 3 clusters Score -837524.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -837597.750000 Penalty: 4577.956543
	Iteration 12Q: 3 clusters Score -837597.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -837648.562500 Penalty: 4577.956543
	Iteration 13Q: 3 clusters Score -837648.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -837677.437500 Penalty: 4577.956543
	Iteration 14Q: 3 clusters Score -837677.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -837706.250000 Penalty: 4577.956543
	Iteration 15Q: 3 clusters Score -837706.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -837722.062500 Penalty: 4577.956543
	Iteration 16Q: 3 clusters Score -837722.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -837731.812500 Penalty: 4577.956543
	Iteration 17Q: 3 clusters Score -837731.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -837736.687500 Penalty: 4577.956543
	Iteration 18Q: 3 clusters Score -837736.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -837739.437500 Penalty: 4577.956543
	Iteration 19Q: 3 clusters Score -837739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -837739.000000 Penalty: 4577.956543
	Iteration 20F: 3 clusters Score -837739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -837737.562500 Penalty: 4577.956543
	Iteration 21Q: 3 clusters Score -837737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -837740.562500 Penalty: 4577.956543
	Iteration 22Q: 3 clusters Score -837740.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -837743.062500 Penalty: 4577.956543
	Iteration 23Q: 3 clusters Score -837743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -837742.187500 Penalty: 4577.956543
	Iteration 24Q: 3 clusters Score -837742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -837742.312500 Penalty: 4577.956543
	Iteration 25Q: 3 clusters Score -837742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -837742.312500 Penalty: 4577.956543
	Iteration 26F: 3 clusters Score -837742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 35280 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Entering Unmasked Estep 
Score: -51101080.000000 Penalty: 122926.609375
Splitting cluster 5 changes total score from -51097884.000000 to -51101080.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (8624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Entering Unmasked Estep 
Score: -744755.625000 Penalty: 2247.451416
	Iteration 0F: 2 clusters Score -744755.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -737962.312500 Penalty: 4494.902832
	Iteration 0F: 3 clusters Score -737962.3 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -739868.750000 Penalty: 4494.902832
	Iteration 1F: 3 clusters Score -739868.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -740211.625000 Penalty: 4494.902832
	Iteration 2F: 3 clusters Score -740211.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -740446.687500 Penalty: 4494.902832
	Iteration 3F: 3 clusters Score -740446.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -740625.937500 Penalty: 4494.902832
	Iteration 4Q: 3 clusters Score -740625.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -740780.437500 Penalty: 4494.902832
	Iteration 5Q: 3 clusters Score -740780.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -740927.687500 Penalty: 4494.902832
	Iteration 6Q: 3 clusters Score -740927.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -741080.062500 Penalty: 4494.902832
	Iteration 7Q: 3 clusters Score -741080.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -741211.375000 Penalty: 4494.902832
	Iteration 8Q: 3 clusters Score -741211.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -741350.750000 Penalty: 4494.902832
	Iteration 9Q: 3 clusters Score -741350.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -741513.500000 Penalty: 4494.902832
	Iteration 10Q: 3 clusters Score -741513.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -741676.062500 Penalty: 4494.902832
	Iteration 11Q: 3 clusters Score -741676.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -741841.437500 Penalty: 4494.902832
	Iteration 12Q: 3 clusters Score -741841.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -741999.000000 Penalty: 4494.902832
	Iteration 13Q: 3 clusters Score -741999 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -742148.750000 Penalty: 4494.902832
	Iteration 14Q: 3 clusters Score -742148.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -742288.250000 Penalty: 4494.902832
	Iteration 15Q: 3 clusters Score -742288.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -742442.312500 Penalty: 4494.902832
	Iteration 16Q: 3 clusters Score -742442.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -742593.125000 Penalty: 4494.902832
	Iteration 17Q: 3 clusters Score -742593.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -742718.375000 Penalty: 4494.902832
	Iteration 18Q: 3 clusters Score -742718.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -742796.250000 Penalty: 4494.902832
	Iteration 19Q: 3 clusters Score -742796.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -742845.750000 Penalty: 4494.902832
	Iteration 20F: 3 clusters Score -742845.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -742889.687500 Penalty: 4494.902832
	Iteration 21Q: 3 clusters Score -742889.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -742919.625000 Penalty: 4494.902832
	Iteration 22Q: 3 clusters Score -742919.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -742944.312500 Penalty: 4494.902832
	Iteration 23Q: 3 clusters Score -742944.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -742961.750000 Penalty: 4494.902832
	Iteration 24Q: 3 clusters Score -742961.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -742978.750000 Penalty: 4494.902832
	Iteration 25Q: 3 clusters Score -742978.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -742991.937500 Penalty: 4494.902832
	Iteration 26Q: 3 clusters Score -742991.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -743004.625000 Penalty: 4494.902832
	Iteration 27Q: 3 clusters Score -743004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -743007.937500 Penalty: 4494.902832
	Iteration 28Q: 3 clusters Score -743007.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -743012.875000 Penalty: 4494.902832
	Iteration 29Q: 3 clusters Score -743012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -743017.937500 Penalty: 4494.902832
	Iteration 30Q: 3 clusters Score -743017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -743022.000000 Penalty: 4494.902832
	Iteration 31Q: 3 clusters Score -743022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -743024.875000 Penalty: 4494.902832
	Iteration 32Q: 3 clusters Score -743024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -743027.812500 Penalty: 4494.902832
	Iteration 33Q: 3 clusters Score -743027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -743028.875000 Penalty: 4494.902832
	Iteration 34Q: 3 clusters Score -743028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -743031.187500 Penalty: 4494.902832
	Iteration 35Q: 3 clusters Score -743031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -743034.625000 Penalty: 4494.902832
	Iteration 36Q: 3 clusters Score -743034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -743037.500000 Penalty: 4494.902832
	Iteration 37Q: 3 clusters Score -743037.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -743040.000000 Penalty: 4494.902832
	Iteration 38Q: 3 clusters Score -743040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -743041.125000 Penalty: 4494.902832
	Iteration 39Q: 3 clusters Score -743041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -743040.250000 Penalty: 4494.902832
	Iteration 40F: 3 clusters Score -743040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -743041.812500 Penalty: 4494.902832
	Iteration 41Q: 3 clusters Score -743041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -743042.437500 Penalty: 4494.902832
	Iteration 42Q: 3 clusters Score -743042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -743044.375000 Penalty: 4494.902832
	Iteration 43Q: 3 clusters Score -743044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -743042.187500 Penalty: 4494.902832
	Iteration 44Q: 3 clusters Score -743042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -743044.250000 Penalty: 4494.902832
	Iteration 45Q: 3 clusters Score -743044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -743044.250000 Penalty: 4494.902832
	Iteration 46F: 3 clusters Score -743044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Entering Unmasked Estep 
Score: -1705045.125000 Penalty: 2469.025391
	Iteration 0F: 2 clusters Score -1705045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1690333.000000 Penalty: 4938.050781
	Iteration 0F: 3 clusters Score -1690333 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1695131.000000 Penalty: 4938.050781
	Iteration 1F: 3 clusters Score -1695131 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1695604.375000 Penalty: 4938.050781
	Iteration 2F: 3 clusters Score -1695604 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1696026.625000 Penalty: 4938.050781
	Iteration 3F: 3 clusters Score -1696027 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1696381.375000 Penalty: 4938.050781
	Iteration 4Q: 3 clusters Score -1696381 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1696731.125000 Penalty: 4938.050781
	Iteration 5Q: 3 clusters Score -1696731 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1697141.375000 Penalty: 4938.050781
	Iteration 6Q: 3 clusters Score -1697141 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1697658.000000 Penalty: 4938.050781
	Iteration 7Q: 3 clusters Score -1697658 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1698384.000000 Penalty: 4938.050781
	Iteration 8Q: 3 clusters Score -1698384 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1699383.625000 Penalty: 4938.050781
	Iteration 9F: 3 clusters Score -1699384 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1700654.125000 Penalty: 4938.050781
	Iteration 10F: 3 clusters Score -1700654 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1702170.375000 Penalty: 4938.050781
	Iteration 11F: 3 clusters Score -1702170 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1703614.500000 Penalty: 4938.050781
	Iteration 12F: 3 clusters Score -1703614 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1704854.875000 Penalty: 4938.050781
	Iteration 13Q: 3 clusters Score -1704855 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1705751.625000 Penalty: 4938.050781
	Iteration 14Q: 3 clusters Score -1705752 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1706151.500000 Penalty: 4938.050781
	Iteration 15Q: 3 clusters Score -1706152 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1706312.375000 Penalty: 4938.050781
	Iteration 16Q: 3 clusters Score -1706312 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1706394.125000 Penalty: 4938.050781
	Iteration 17Q: 3 clusters Score -1706394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1706443.875000 Penalty: 4938.050781
	Iteration 18Q: 3 clusters Score -1706444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1706468.375000 Penalty: 4938.050781
	Iteration 19Q: 3 clusters Score -1706468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1706483.250000 Penalty: 4938.050781
	Iteration 20F: 3 clusters Score -1706483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1706500.500000 Penalty: 4938.050781
	Iteration 21Q: 3 clusters Score -1706500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1706507.625000 Penalty: 4938.050781
	Iteration 22Q: 3 clusters Score -1706508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1706515.375000 Penalty: 4938.050781
	Iteration 23Q: 3 clusters Score -1706515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1706518.250000 Penalty: 4938.050781
	Iteration 24Q: 3 clusters Score -1706518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1706517.375000 Penalty: 4938.050781
	Iteration 25Q: 3 clusters Score -1706517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1706521.375000 Penalty: 4938.050781
	Iteration 26Q: 3 clusters Score -1706521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1706523.000000 Penalty: 4938.050781
	Iteration 27Q: 3 clusters Score -1706523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1706522.125000 Penalty: 4938.050781
	Iteration 28Q: 3 clusters Score -1706522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1706525.000000 Penalty: 4938.050781
	Iteration 29Q: 3 clusters Score -1706525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1706525.750000 Penalty: 4938.050781
	Iteration 30Q: 3 clusters Score -1706526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1706525.375000 Penalty: 4938.050781
	Iteration 31Q: 3 clusters Score -1706525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1706525.375000 Penalty: 4938.050781
	Iteration 32F: 3 clusters Score -1706525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 35280 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Entering Unmasked Estep 
Score: -51101752.000000 Penalty: 126248.953125
Splitting cluster 7 changes total score from -51097884.000000 to -51101752.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (20497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Entering Unmasked Estep 
Score: -1698837.250000 Penalty: 2462.152344
	Iteration 0F: 2 clusters Score -1698837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1684451.000000 Penalty: 4924.304688
	Iteration 0F: 3 clusters Score -1684451 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1689518.250000 Penalty: 4924.304688
	Iteration 1F: 3 clusters Score -1689518 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1690222.375000 Penalty: 4924.304688
	Iteration 2F: 3 clusters Score -1690222 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1691083.750000 Penalty: 4924.304688
	Iteration 3F: 3 clusters Score -1691084 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1692133.125000 Penalty: 4924.304688
	Iteration 4F: 3 clusters Score -1692133 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1693256.750000 Penalty: 4924.304688
	Iteration 5F: 3 clusters Score -1693257 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1694241.625000 Penalty: 4924.304688
	Iteration 6F: 3 clusters Score -1694242 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1695027.375000 Penalty: 4924.304688
	Iteration 7F: 3 clusters Score -1695027 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1695595.000000 Penalty: 4924.304688
	Iteration 8Q: 3 clusters Score -1695595 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1695952.875000 Penalty: 4924.304688
	Iteration 9Q: 3 clusters Score -1695953 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1696222.000000 Penalty: 4924.304688
	Iteration 10Q: 3 clusters Score -1696222 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1696430.125000 Penalty: 4924.304688
	Iteration 11Q: 3 clusters Score -1696430 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1696579.250000 Penalty: 4924.304688
	Iteration 12Q: 3 clusters Score -1696579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1696696.875000 Penalty: 4924.304688
	Iteration 13Q: 3 clusters Score -1696697 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1696766.875000 Penalty: 4924.304688
	Iteration 14Q: 3 clusters Score -1696767 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1696825.125000 Penalty: 4924.304688
	Iteration 15Q: 3 clusters Score -1696825 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1696866.000000 Penalty: 4924.304688
	Iteration 16Q: 3 clusters Score -1696866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1696899.500000 Penalty: 4924.304688
	Iteration 17Q: 3 clusters Score -1696900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1696936.500000 Penalty: 4924.304688
	Iteration 18Q: 3 clusters Score -1696936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1696966.125000 Penalty: 4924.304688
	Iteration 19Q: 3 clusters Score -1696966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1696990.750000 Penalty: 4924.304688
	Iteration 20F: 3 clusters Score -1696991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1697008.750000 Penalty: 4924.304688
	Iteration 21Q: 3 clusters Score -1697009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1697021.375000 Penalty: 4924.304688
	Iteration 22Q: 3 clusters Score -1697021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1697030.750000 Penalty: 4924.304688
	Iteration 23Q: 3 clusters Score -1697031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1697042.375000 Penalty: 4924.304688
	Iteration 24Q: 3 clusters Score -1697042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1697052.375000 Penalty: 4924.304688
	Iteration 25Q: 3 clusters Score -1697052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1697060.750000 Penalty: 4924.304688
	Iteration 26Q: 3 clusters Score -1697061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1697064.250000 Penalty: 4924.304688
	Iteration 27Q: 3 clusters Score -1697064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1697071.125000 Penalty: 4924.304688
	Iteration 28Q: 3 clusters Score -1697071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1697075.125000 Penalty: 4924.304688
	Iteration 29Q: 3 clusters Score -1697075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1697085.500000 Penalty: 4924.304688
	Iteration 30Q: 3 clusters Score -1697086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1697091.500000 Penalty: 4924.304688
	Iteration 31Q: 3 clusters Score -1697092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1697094.125000 Penalty: 4924.304688
	Iteration 32Q: 3 clusters Score -1697094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1697096.375000 Penalty: 4924.304688
	Iteration 33Q: 3 clusters Score -1697096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1697099.625000 Penalty: 4924.304688
	Iteration 34Q: 3 clusters Score -1697100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1697102.875000 Penalty: 4924.304688
	Iteration 35Q: 3 clusters Score -1697103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1697107.000000 Penalty: 4924.304688
	Iteration 36Q: 3 clusters Score -1697107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1697109.375000 Penalty: 4924.304688
	Iteration 37Q: 3 clusters Score -1697109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1697108.000000 Penalty: 4924.304688
	Iteration 38Q: 3 clusters Score -1697108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1697113.500000 Penalty: 4924.304688
	Iteration 39Q: 3 clusters Score -1697114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1697113.000000 Penalty: 4924.304688
	Iteration 40F: 3 clusters Score -1697113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1697112.250000 Penalty: 4924.304688
	Iteration 41Q: 3 clusters Score -1697112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1697116.125000 Penalty: 4924.304688
	Iteration 42Q: 3 clusters Score -1697116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1697115.875000 Penalty: 4924.304688
	Iteration 43Q: 3 clusters Score -1697116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1697116.625000 Penalty: 4924.304688
	Iteration 44Q: 3 clusters Score -1697117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1697116.750000 Penalty: 4924.304688
	Iteration 45Q: 3 clusters Score -1697117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1697120.750000 Penalty: 4924.304688
	Iteration 46Q: 3 clusters Score -1697121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1697122.000000 Penalty: 4924.304688
	Iteration 47Q: 3 clusters Score -1697122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1697128.625000 Penalty: 4924.304688
	Iteration 48Q: 3 clusters Score -1697129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1697130.125000 Penalty: 4924.304688
	Iteration 49Q: 3 clusters Score -1697130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1697130.250000 Penalty: 4924.304688
	Iteration 50Q: 3 clusters Score -1697130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1697131.125000 Penalty: 4924.304688
	Iteration 51Q: 3 clusters Score -1697131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1697133.500000 Penalty: 4924.304688
	Iteration 52Q: 3 clusters Score -1697134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1697131.625000 Penalty: 4924.304688
	Iteration 53Q: 3 clusters Score -1697132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1697131.625000 Penalty: 4924.304688
	Iteration 54F: 3 clusters Score -1697132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Entering Unmasked Estep 
Score: -2067392.625000 Penalty: 2516.101562
	Iteration 0F: 2 clusters Score -2067393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2049788.000000 Penalty: 5032.203125
	Iteration 0F: 3 clusters Score -2049788 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2056106.625000 Penalty: 5032.203125
	Iteration 1F: 3 clusters Score -2056107 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2056831.750000 Penalty: 5032.203125
	Iteration 2F: 3 clusters Score -2056832 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2057625.875000 Penalty: 5032.203125
	Iteration 3F: 3 clusters Score -2057626 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2058475.375000 Penalty: 5032.203125
	Iteration 4F: 3 clusters Score -2058475 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2059395.000000 Penalty: 5032.203125
	Iteration 5F: 3 clusters Score -2059395 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2060392.625000 Penalty: 5032.203125
	Iteration 6F: 3 clusters Score -2060393 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2061416.375000 Penalty: 5032.203125
	Iteration 7F: 3 clusters Score -2061416 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2062453.000000 Penalty: 5032.203125
	Iteration 8F: 3 clusters Score -2062453 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2063367.500000 Penalty: 5032.203125
	Iteration 9Q: 3 clusters Score -2063368 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2064047.500000 Penalty: 5032.203125
	Iteration 10Q: 3 clusters Score -2064048 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2064463.875000 Penalty: 5032.203125
	Iteration 11Q: 3 clusters Score -2064464 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2064743.375000 Penalty: 5032.203125
	Iteration 12Q: 3 clusters Score -2064743 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2064916.250000 Penalty: 5032.203125
	Iteration 13Q: 3 clusters Score -2064916 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2065059.000000 Penalty: 5032.203125
	Iteration 14Q: 3 clusters Score -2065059 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2065147.625000 Penalty: 5032.203125
	Iteration 15Q: 3 clusters Score -2065148 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2065219.125000 Penalty: 5032.203125
	Iteration 16Q: 3 clusters Score -2065219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2065253.750000 Penalty: 5032.203125
	Iteration 17Q: 3 clusters Score -2065254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2065292.500000 Penalty: 5032.203125
	Iteration 18Q: 3 clusters Score -2065292 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2065323.250000 Penalty: 5032.203125
	Iteration 19Q: 3 clusters Score -2065323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2065353.500000 Penalty: 5032.203125
	Iteration 20F: 3 clusters Score -2065354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2065379.375000 Penalty: 5032.203125
	Iteration 21Q: 3 clusters Score -2065379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2065403.250000 Penalty: 5032.203125
	Iteration 22Q: 3 clusters Score -2065403 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2065424.750000 Penalty: 5032.203125
	Iteration 23Q: 3 clusters Score -2065425 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2065452.625000 Penalty: 5032.203125
	Iteration 24Q: 3 clusters Score -2065453 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2065478.125000 Penalty: 5032.203125
	Iteration 25Q: 3 clusters Score -2065478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2065499.125000 Penalty: 5032.203125
	Iteration 26Q: 3 clusters Score -2065499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2065519.625000 Penalty: 5032.203125
	Iteration 27Q: 3 clusters Score -2065520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2065535.750000 Penalty: 5032.203125
	Iteration 28Q: 3 clusters Score -2065536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2065564.875000 Penalty: 5032.203125
	Iteration 29Q: 3 clusters Score -2065565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2065616.250000 Penalty: 5032.203125
	Iteration 30Q: 3 clusters Score -2065616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2065667.750000 Penalty: 5032.203125
	Iteration 31Q: 3 clusters Score -2065668 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2065729.375000 Penalty: 5032.203125
	Iteration 32Q: 3 clusters Score -2065729 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2065792.625000 Penalty: 5032.203125
	Iteration 33Q: 3 clusters Score -2065793 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2065847.125000 Penalty: 5032.203125
	Iteration 34Q: 3 clusters Score -2065847 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2065909.000000 Penalty: 5032.203125
	Iteration 35Q: 3 clusters Score -2065909 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2065984.000000 Penalty: 5032.203125
	Iteration 36Q: 3 clusters Score -2065984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2066049.125000 Penalty: 5032.203125
	Iteration 37Q: 3 clusters Score -2066049 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2066113.000000 Penalty: 5032.203125
	Iteration 38Q: 3 clusters Score -2066113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2066153.250000 Penalty: 5032.203125
	Iteration 39Q: 3 clusters Score -2066153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2066173.250000 Penalty: 5032.203125
	Iteration 40F: 3 clusters Score -2066173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2066199.875000 Penalty: 5032.203125
	Iteration 41Q: 3 clusters Score -2066200 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2066224.500000 Penalty: 5032.203125
	Iteration 42Q: 3 clusters Score -2066224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2066233.250000 Penalty: 5032.203125
	Iteration 43Q: 3 clusters Score -2066233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2066248.875000 Penalty: 5032.203125
	Iteration 44Q: 3 clusters Score -2066249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2066252.875000 Penalty: 5032.203125
	Iteration 45Q: 3 clusters Score -2066253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2066266.625000 Penalty: 5032.203125
	Iteration 46Q: 3 clusters Score -2066267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2066271.625000 Penalty: 5032.203125
	Iteration 47Q: 3 clusters Score -2066272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2066285.125000 Penalty: 5032.203125
	Iteration 48Q: 3 clusters Score -2066285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2066294.250000 Penalty: 5032.203125
	Iteration 49Q: 3 clusters Score -2066294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2066303.250000 Penalty: 5032.203125
	Iteration 50Q: 3 clusters Score -2066303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2066310.750000 Penalty: 5032.203125
	Iteration 51Q: 3 clusters Score -2066311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2066311.500000 Penalty: 5032.203125
	Iteration 52Q: 3 clusters Score -2066312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2066314.125000 Penalty: 5032.203125
	Iteration 53Q: 3 clusters Score -2066314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2066317.250000 Penalty: 5032.203125
	Iteration 54Q: 3 clusters Score -2066317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2066319.625000 Penalty: 5032.203125
	Iteration 55Q: 3 clusters Score -2066320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2066322.375000 Penalty: 5032.203125
	Iteration 56Q: 3 clusters Score -2066322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2066320.750000 Penalty: 5032.203125
	Iteration 57Q: 3 clusters Score -2066321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2066321.000000 Penalty: 5032.203125
	Iteration 58Q: 3 clusters Score -2066321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2066323.250000 Penalty: 5032.203125
	Iteration 59Q: 3 clusters Score -2066323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2066320.500000 Penalty: 5032.203125
	Iteration 60F: 3 clusters Score -2066320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2066321.250000 Penalty: 5032.203125
	Iteration 61Q: 3 clusters Score -2066321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2066320.500000 Penalty: 5032.203125
	Iteration 62Q: 3 clusters Score -2066320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2066323.000000 Penalty: 5032.203125
	Iteration 63Q: 3 clusters Score -2066323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2066323.000000 Penalty: 5032.203125
	Iteration 64F: 3 clusters Score -2066323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Entering Unmasked Estep 
Score: -4664068.000000 Penalty: 2720.519043
	Iteration 0F: 2 clusters Score -4664068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4624964.000000 Penalty: 5441.038086
	Iteration 0F: 3 clusters Score -4624964 nChanged 26911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4640018.500000 Penalty: 5441.038086
	Iteration 1F: 3 clusters Score -4640018 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -4640916.000000 Penalty: 5441.038086
	Iteration 2Q: 3 clusters Score -4640916 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4641881.500000 Penalty: 5441.038086
	Iteration 3Q: 3 clusters Score -4641882 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4643053.000000 Penalty: 5441.038086
	Iteration 4Q: 3 clusters Score -4643053 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -4644263.000000 Penalty: 5441.038086
	Iteration 5F: 3 clusters Score -4644263 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4645607.500000 Penalty: 5441.038086
	Iteration 6F: 3 clusters Score -4645608 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4647010.500000 Penalty: 5441.038086
	Iteration 7F: 3 clusters Score -4647010 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4648631.500000 Penalty: 5441.038086
	Iteration 8F: 3 clusters Score -4648632 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4650511.500000 Penalty: 5441.038086
	Iteration 9F: 3 clusters Score -4650512 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4652439.500000 Penalty: 5441.038086
	Iteration 10F: 3 clusters Score -4652440 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4654407.000000 Penalty: 5441.038086
	Iteration 11F: 3 clusters Score -4654407 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4656270.500000 Penalty: 5441.038086
	Iteration 12Q: 3 clusters Score -4656270 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4657850.000000 Penalty: 5441.038086
	Iteration 13Q: 3 clusters Score -4657850 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4659087.000000 Penalty: 5441.038086
	Iteration 14Q: 3 clusters Score -4659087 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4660058.500000 Penalty: 5441.038086
	Iteration 15Q: 3 clusters Score -4660058 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4660750.500000 Penalty: 5441.038086
	Iteration 16Q: 3 clusters Score -4660750 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4661110.000000 Penalty: 5441.038086
	Iteration 17Q: 3 clusters Score -4661110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4661327.500000 Penalty: 5441.038086
	Iteration 18Q: 3 clusters Score -4661328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4661469.000000 Penalty: 5441.038086
	Iteration 19Q: 3 clusters Score -4661469 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4661552.000000 Penalty: 5441.038086
	Iteration 20F: 3 clusters Score -4661552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4661591.500000 Penalty: 5441.038086
	Iteration 21Q: 3 clusters Score -4661592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4661625.500000 Penalty: 5441.038086
	Iteration 22Q: 3 clusters Score -4661626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4661657.000000 Penalty: 5441.038086
	Iteration 23Q: 3 clusters Score -4661657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4661678.000000 Penalty: 5441.038086
	Iteration 24Q: 3 clusters Score -4661678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4661693.500000 Penalty: 5441.038086
	Iteration 25Q: 3 clusters Score -4661694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4661711.500000 Penalty: 5441.038086
	Iteration 26Q: 3 clusters Score -4661712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4661718.500000 Penalty: 5441.038086
	Iteration 27Q: 3 clusters Score -4661718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4661727.000000 Penalty: 5441.038086
	Iteration 28Q: 3 clusters Score -4661727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4661731.000000 Penalty: 5441.038086
	Iteration 29Q: 3 clusters Score -4661731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4661738.500000 Penalty: 5441.038086
	Iteration 30Q: 3 clusters Score -4661738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4661739.500000 Penalty: 5441.038086
	Iteration 31Q: 3 clusters Score -4661740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4661738.500000 Penalty: 5441.038086
	Iteration 32Q: 3 clusters Score -4661738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4661742.500000 Penalty: 5441.038086
	Iteration 33Q: 3 clusters Score -4661742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4661744.500000 Penalty: 5441.038086
	Iteration 34Q: 3 clusters Score -4661744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4661746.000000 Penalty: 5441.038086
	Iteration 35Q: 3 clusters Score -4661746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4661752.500000 Penalty: 5441.038086
	Iteration 36Q: 3 clusters Score -4661752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4661761.000000 Penalty: 5441.038086
	Iteration 37Q: 3 clusters Score -4661761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4661762.000000 Penalty: 5441.038086
	Iteration 38Q: 3 clusters Score -4661762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4661773.500000 Penalty: 5441.038086
	Iteration 39Q: 3 clusters Score -4661774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4661779.500000 Penalty: 5441.038086
	Iteration 40F: 3 clusters Score -4661780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4661776.500000 Penalty: 5441.038086
	Iteration 41Q: 3 clusters Score -4661776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4661780.500000 Penalty: 5441.038086
	Iteration 42Q: 3 clusters Score -4661780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4661782.000000 Penalty: 5441.038086
	Iteration 43Q: 3 clusters Score -4661782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4661785.500000 Penalty: 5441.038086
	Iteration 44Q: 3 clusters Score -4661786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4661790.500000 Penalty: 5441.038086
	Iteration 45Q: 3 clusters Score -4661790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4661793.500000 Penalty: 5441.038086
	Iteration 46Q: 3 clusters Score -4661794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4661795.000000 Penalty: 5441.038086
	Iteration 47Q: 3 clusters Score -4661795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4661795.000000 Penalty: 5441.038086
	Iteration 48F: 3 clusters Score -4661795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Entering Unmasked Estep 
Score: -4889299.500000 Penalty: 2728.272705
	Iteration 0F: 2 clusters Score -4889300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4849016.000000 Penalty: 5456.545410
	Iteration 0F: 3 clusters Score -4849016 nChanged 27852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4864440.500000 Penalty: 5456.545410
	Iteration 1F: 3 clusters Score -4864440 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4865113.500000 Penalty: 5456.545410
	Iteration 2Q: 3 clusters Score -4865114 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4865972.500000 Penalty: 5456.545410
	Iteration 3Q: 3 clusters Score -4865972 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4867138.500000 Penalty: 5456.545410
	Iteration 4Q: 3 clusters Score -4867138 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -4868799.500000 Penalty: 5456.545410
	Iteration 5F: 3 clusters Score -4868800 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -4871363.000000 Penalty: 5456.545410
	Iteration 6F: 3 clusters Score -4871363 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -4874626.500000 Penalty: 5456.545410
	Iteration 7F: 3 clusters Score -4874626 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -4878097.000000 Penalty: 5456.545410
	Iteration 8F: 3 clusters Score -4878097 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -4881382.500000 Penalty: 5456.545410
	Iteration 9F: 3 clusters Score -4881382 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -4883736.500000 Penalty: 5456.545410
	Iteration 10Q: 3 clusters Score -4883736 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -4885142.500000 Penalty: 5456.545410
	Iteration 11Q: 3 clusters Score -4885142 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -4885948.000000 Penalty: 5456.545410
	Iteration 12Q: 3 clusters Score -4885948 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -4886342.000000 Penalty: 5456.545410
	Iteration 13Q: 3 clusters Score -4886342 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -4886580.000000 Penalty: 5456.545410
	Iteration 14Q: 3 clusters Score -4886580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -4886731.000000 Penalty: 5456.545410
	Iteration 15Q: 3 clusters Score -4886731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -4886807.000000 Penalty: 5456.545410
	Iteration 16Q: 3 clusters Score -4886807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -4886851.000000 Penalty: 5456.545410
	Iteration 17Q: 3 clusters Score -4886851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -4886894.500000 Penalty: 5456.545410
	Iteration 18Q: 3 clusters Score -4886894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -4886927.500000 Penalty: 5456.545410
	Iteration 19Q: 3 clusters Score -4886928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -4886937.500000 Penalty: 5456.545410
	Iteration 20F: 3 clusters Score -4886938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -4886954.500000 Penalty: 5456.545410
	Iteration 21Q: 3 clusters Score -4886954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -4886962.500000 Penalty: 5456.545410
	Iteration 22Q: 3 clusters Score -4886962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -4886969.000000 Penalty: 5456.545410
	Iteration 23Q: 3 clusters Score -4886969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -4886975.500000 Penalty: 5456.545410
	Iteration 24Q: 3 clusters Score -4886976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -4886976.500000 Penalty: 5456.545410
	Iteration 25Q: 3 clusters Score -4886976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -4886988.500000 Penalty: 5456.545410
	Iteration 26Q: 3 clusters Score -4886988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -4886994.500000 Penalty: 5456.545410
	Iteration 27Q: 3 clusters Score -4886994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -4886993.500000 Penalty: 5456.545410
	Iteration 28Q: 3 clusters Score -4886994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -4887000.000000 Penalty: 5456.545410
	Iteration 29Q: 3 clusters Score -4887000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -4887008.500000 Penalty: 5456.545410
	Iteration 30Q: 3 clusters Score -4887008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -4887009.500000 Penalty: 5456.545410
	Iteration 31Q: 3 clusters Score -4887010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -4887018.000000 Penalty: 5456.545410
	Iteration 32Q: 3 clusters Score -4887018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -4887026.000000 Penalty: 5456.545410
	Iteration 33Q: 3 clusters Score -4887026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -4887028.000000 Penalty: 5456.545410
	Iteration 34Q: 3 clusters Score -4887028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -4887028.000000 Penalty: 5456.545410
	Iteration 35F: 3 clusters Score -4887028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Entering Unmasked Estep 
Score: -776731.625000 Penalty: 2277.095947
	Iteration 0F: 2 clusters Score -776731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -769276.500000 Penalty: 4554.191895
	Iteration 0F: 3 clusters Score -769276.5 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -771439.375000 Penalty: 4554.191895
	Iteration 1F: 3 clusters Score -771439.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -771862.500000 Penalty: 4554.191895
	Iteration 2F: 3 clusters Score -771862.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -772291.562500 Penalty: 4554.191895
	Iteration 3F: 3 clusters Score -772291.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -772753.562500 Penalty: 4554.191895
	Iteration 4F: 3 clusters Score -772753.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -773268.500000 Penalty: 4554.191895
	Iteration 5F: 3 clusters Score -773268.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -773782.562500 Penalty: 4554.191895
	Iteration 6F: 3 clusters Score -773782.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -774230.437500 Penalty: 4554.191895
	Iteration 7F: 3 clusters Score -774230.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -774560.500000 Penalty: 4554.191895
	Iteration 8Q: 3 clusters Score -774560.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -774783.312500 Penalty: 4554.191895
	Iteration 9Q: 3 clusters Score -774783.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -774942.125000 Penalty: 4554.191895
	Iteration 10Q: 3 clusters Score -774942.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -775065.812500 Penalty: 4554.191895
	Iteration 11Q: 3 clusters Score -775065.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -775156.500000 Penalty: 4554.191895
	Iteration 12Q: 3 clusters Score -775156.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -775222.187500 Penalty: 4554.191895
	Iteration 13Q: 3 clusters Score -775222.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -775266.812500 Penalty: 4554.191895
	Iteration 14Q: 3 clusters Score -775266.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -775302.250000 Penalty: 4554.191895
	Iteration 15Q: 3 clusters Score -775302.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -775331.000000 Penalty: 4554.191895
	Iteration 16Q: 3 clusters Score -775331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -775356.750000 Penalty: 4554.191895
	Iteration 17Q: 3 clusters Score -775356.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -775374.312500 Penalty: 4554.191895
	Iteration 18Q: 3 clusters Score -775374.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -775387.312500 Penalty: 4554.191895
	Iteration 19Q: 3 clusters Score -775387.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -775401.062500 Penalty: 4554.191895
	Iteration 20F: 3 clusters Score -775401.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -775409.437500 Penalty: 4554.191895
	Iteration 21Q: 3 clusters Score -775409.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -775415.937500 Penalty: 4554.191895
	Iteration 22Q: 3 clusters Score -775415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -775425.687500 Penalty: 4554.191895
	Iteration 23Q: 3 clusters Score -775425.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -775432.250000 Penalty: 4554.191895
	Iteration 24Q: 3 clusters Score -775432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -775435.000000 Penalty: 4554.191895
	Iteration 25Q: 3 clusters Score -775435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -775438.187500 Penalty: 4554.191895
	Iteration 26Q: 3 clusters Score -775438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -775438.687500 Penalty: 4554.191895
	Iteration 27Q: 3 clusters Score -775438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -775442.000000 Penalty: 4554.191895
	Iteration 28Q: 3 clusters Score -775442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -775443.125000 Penalty: 4554.191895
	Iteration 29Q: 3 clusters Score -775443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -775442.625000 Penalty: 4554.191895
	Iteration 30Q: 3 clusters Score -775442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -775443.937500 Penalty: 4554.191895
	Iteration 31Q: 3 clusters Score -775443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -775444.812500 Penalty: 4554.191895
	Iteration 32Q: 3 clusters Score -775444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -775446.000000 Penalty: 4554.191895
	Iteration 33Q: 3 clusters Score -775446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -775445.937500 Penalty: 4554.191895
	Iteration 34Q: 3 clusters Score -775445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -775446.750000 Penalty: 4554.191895
	Iteration 35Q: 3 clusters Score -775446.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -775448.562500 Penalty: 4554.191895
	Iteration 36Q: 3 clusters Score -775448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -775449.625000 Penalty: 4554.191895
	Iteration 37Q: 3 clusters Score -775449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -775453.875000 Penalty: 4554.191895
	Iteration 38Q: 3 clusters Score -775453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -775456.500000 Penalty: 4554.191895
	Iteration 39Q: 3 clusters Score -775456.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -775459.875000 Penalty: 4554.191895
	Iteration 40F: 3 clusters Score -775459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -775460.937500 Penalty: 4554.191895
	Iteration 41Q: 3 clusters Score -775460.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -775465.875000 Penalty: 4554.191895
	Iteration 42Q: 3 clusters Score -775465.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -775465.562500 Penalty: 4554.191895
	Iteration 43Q: 3 clusters Score -775465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -775468.812500 Penalty: 4554.191895
	Iteration 44Q: 3 clusters Score -775468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -775470.375000 Penalty: 4554.191895
	Iteration 45Q: 3 clusters Score -775470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -775471.812500 Penalty: 4554.191895
	Iteration 46Q: 3 clusters Score -775471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -775471.812500 Penalty: 4554.191895
	Iteration 47Q: 3 clusters Score -775471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -775473.187500 Penalty: 4554.191895
	Iteration 48Q: 3 clusters Score -775473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -775475.500000 Penalty: 4554.191895
	Iteration 49Q: 3 clusters Score -775475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -775476.687500 Penalty: 4554.191895
	Iteration 50Q: 3 clusters Score -775476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -775479.500000 Penalty: 4554.191895
	Iteration 51Q: 3 clusters Score -775479.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -775482.312500 Penalty: 4554.191895
	Iteration 52Q: 3 clusters Score -775482.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -775480.687500 Penalty: 4554.191895
	Iteration 53Q: 3 clusters Score -775480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -775484.312500 Penalty: 4554.191895
	Iteration 54Q: 3 clusters Score -775484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -775484.875000 Penalty: 4554.191895
	Iteration 55Q: 3 clusters Score -775484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -775482.125000 Penalty: 4554.191895
	Iteration 56Q: 3 clusters Score -775482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -775483.875000 Penalty: 4554.191895
	Iteration 57Q: 3 clusters Score -775483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -775485.500000 Penalty: 4554.191895
	Iteration 58Q: 3 clusters Score -775485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -775485.937500 Penalty: 4554.191895
	Iteration 59Q: 3 clusters Score -775485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -775485.937500 Penalty: 4554.191895
	Iteration 60F: 3 clusters Score -775485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -199003.515625 Penalty: 1951.327026
	Iteration 0F: 2 clusters Score -199003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -195986.500000 Penalty: 3902.654053
	Iteration 0F: 3 clusters Score -195986.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -196538.625000 Penalty: 3902.654053
	Iteration 1F: 3 clusters Score -196538.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -196684.906250 Penalty: 3902.654053
	Iteration 2F: 3 clusters Score -196684.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -196790.187500 Penalty: 3902.654053
	Iteration 3Q: 3 clusters Score -196790.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -196852.875000 Penalty: 3902.654053
	Iteration 4Q: 3 clusters Score -196852.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -196902.937500 Penalty: 3902.654053
	Iteration 5Q: 3 clusters Score -196902.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -196944.984375 Penalty: 3902.654053
	Iteration 6Q: 3 clusters Score -196945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -196976.859375 Penalty: 3902.654053
	Iteration 7Q: 3 clusters Score -196976.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -197009.171875 Penalty: 3902.654053
	Iteration 8Q: 3 clusters Score -197009.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -197029.718750 Penalty: 3902.654053
	Iteration 9Q: 3 clusters Score -197029.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -197046.890625 Penalty: 3902.654053
	Iteration 10Q: 3 clusters Score -197046.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -197058.375000 Penalty: 3902.654053
	Iteration 11Q: 3 clusters Score -197058.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -197067.531250 Penalty: 3902.654053
	Iteration 12Q: 3 clusters Score -197067.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -197075.359375 Penalty: 3902.654053
	Iteration 13Q: 3 clusters Score -197075.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -197083.984375 Penalty: 3902.654053
	Iteration 14Q: 3 clusters Score -197084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -197098.265625 Penalty: 3902.654053
	Iteration 15Q: 3 clusters Score -197098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -197111.875000 Penalty: 3902.654053
	Iteration 16Q: 3 clusters Score -197111.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -197125.750000 Penalty: 3902.654053
	Iteration 17Q: 3 clusters Score -197125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -197133.609375 Penalty: 3902.654053
	Iteration 18Q: 3 clusters Score -197133.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -197142.328125 Penalty: 3902.654053
	Iteration 19Q: 3 clusters Score -197142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -197155.546875 Penalty: 3902.654053
	Iteration 20F: 3 clusters Score -197155.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -197173.046875 Penalty: 3902.654053
	Iteration 21Q: 3 clusters Score -197173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -197186.937500 Penalty: 3902.654053
	Iteration 22Q: 3 clusters Score -197186.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -197198.484375 Penalty: 3902.654053
	Iteration 23Q: 3 clusters Score -197198.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -197212.687500 Penalty: 3902.654053
	Iteration 24Q: 3 clusters Score -197212.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -197227.265625 Penalty: 3902.654053
	Iteration 25Q: 3 clusters Score -197227.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -197240.390625 Penalty: 3902.654053
	Iteration 26Q: 3 clusters Score -197240.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -197250.750000 Penalty: 3902.654053
	Iteration 27Q: 3 clusters Score -197250.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -197256.406250 Penalty: 3902.654053
	Iteration 28Q: 3 clusters Score -197256.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -197263.703125 Penalty: 3902.654053
	Iteration 29Q: 3 clusters Score -197263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -197266.359375 Penalty: 3902.654053
	Iteration 30Q: 3 clusters Score -197266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -197270.187500 Penalty: 3902.654053
	Iteration 31Q: 3 clusters Score -197270.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -197275.906250 Penalty: 3902.654053
	Iteration 32Q: 3 clusters Score -197275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -197281.359375 Penalty: 3902.654053
	Iteration 33Q: 3 clusters Score -197281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -197286.046875 Penalty: 3902.654053
	Iteration 34Q: 3 clusters Score -197286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -197290.468750 Penalty: 3902.654053
	Iteration 35Q: 3 clusters Score -197290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -197295.343750 Penalty: 3902.654053
	Iteration 36Q: 3 clusters Score -197295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -197299.703125 Penalty: 3902.654053
	Iteration 37Q: 3 clusters Score -197299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -197302.562500 Penalty: 3902.654053
	Iteration 38Q: 3 clusters Score -197302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -197305.984375 Penalty: 3902.654053
	Iteration 39Q: 3 clusters Score -197306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -197309.125000 Penalty: 3902.654053
	Iteration 40F: 3 clusters Score -197309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -197312.250000 Penalty: 3902.654053
	Iteration 41Q: 3 clusters Score -197312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -197313.937500 Penalty: 3902.654053
	Iteration 42Q: 3 clusters Score -197313.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -197313.937500 Penalty: 3902.654053
	Iteration 43F: 3 clusters Score -197313.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Entering Unmasked Estep 
Score: -2967629.750000 Penalty: 2596.825684
	Iteration 0F: 2 clusters Score -2967630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2943579.250000 Penalty: 5193.651367
	Iteration 0F: 3 clusters Score -2943579 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2952678.500000 Penalty: 5193.651367
	Iteration 1F: 3 clusters Score -2952678 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2953624.250000 Penalty: 5193.651367
	Iteration 2F: 3 clusters Score -2953624 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2954784.000000 Penalty: 5193.651367
	Iteration 3F: 3 clusters Score -2954784 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2956125.500000 Penalty: 5193.651367
	Iteration 4F: 3 clusters Score -2956126 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2957759.250000 Penalty: 5193.651367
	Iteration 5F: 3 clusters Score -2957759 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2959553.500000 Penalty: 5193.651367
	Iteration 6F: 3 clusters Score -2959554 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2961506.000000 Penalty: 5193.651367
	Iteration 7F: 3 clusters Score -2961506 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2963703.000000 Penalty: 5193.651367
	Iteration 8F: 3 clusters Score -2963703 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2966051.000000 Penalty: 5193.651367
	Iteration 9F: 3 clusters Score -2966051 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2967991.000000 Penalty: 5193.651367
	Iteration 10F: 3 clusters Score -2967991 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2969226.750000 Penalty: 5193.651367
	Iteration 11Q: 3 clusters Score -2969227 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2969980.000000 Penalty: 5193.651367
	Iteration 12Q: 3 clusters Score -2969980 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2970484.250000 Penalty: 5193.651367
	Iteration 13Q: 3 clusters Score -2970484 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2970835.250000 Penalty: 5193.651367
	Iteration 14Q: 3 clusters Score -2970835 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2971061.000000 Penalty: 5193.651367
	Iteration 15Q: 3 clusters Score -2971061 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2971178.000000 Penalty: 5193.651367
	Iteration 16Q: 3 clusters Score -2971178 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2971260.750000 Penalty: 5193.651367
	Iteration 17Q: 3 clusters Score -2971261 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2971314.250000 Penalty: 5193.651367
	Iteration 18Q: 3 clusters Score -2971314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2971340.750000 Penalty: 5193.651367
	Iteration 19Q: 3 clusters Score -2971341 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2971364.250000 Penalty: 5193.651367
	Iteration 20F: 3 clusters Score -2971364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2971393.750000 Penalty: 5193.651367
	Iteration 21Q: 3 clusters Score -2971394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2971402.750000 Penalty: 5193.651367
	Iteration 22Q: 3 clusters Score -2971403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2971423.750000 Penalty: 5193.651367
	Iteration 23Q: 3 clusters Score -2971424 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2971428.750000 Penalty: 5193.651367
	Iteration 24Q: 3 clusters Score -2971429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2971434.000000 Penalty: 5193.651367
	Iteration 25Q: 3 clusters Score -2971434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2971441.500000 Penalty: 5193.651367
	Iteration 26Q: 3 clusters Score -2971442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2971449.750000 Penalty: 5193.651367
	Iteration 27Q: 3 clusters Score -2971450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2971457.750000 Penalty: 5193.651367
	Iteration 28Q: 3 clusters Score -2971458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2971454.750000 Penalty: 5193.651367
	Iteration 29Q: 3 clusters Score -2971455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2971464.000000 Penalty: 5193.651367
	Iteration 30Q: 3 clusters Score -2971464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2971471.250000 Penalty: 5193.651367
	Iteration 31Q: 3 clusters Score -2971471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2971474.000000 Penalty: 5193.651367
	Iteration 32Q: 3 clusters Score -2971474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2971478.250000 Penalty: 5193.651367
	Iteration 33Q: 3 clusters Score -2971478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2971480.750000 Penalty: 5193.651367
	Iteration 34Q: 3 clusters Score -2971481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2971489.000000 Penalty: 5193.651367
	Iteration 35Q: 3 clusters Score -2971489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2971495.000000 Penalty: 5193.651367
	Iteration 36Q: 3 clusters Score -2971495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2971496.250000 Penalty: 5193.651367
	Iteration 37Q: 3 clusters Score -2971496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2971480.250000 Penalty: 5193.651367
	Iteration 38Q: 3 clusters Score -2971480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2971492.250000 Penalty: 5193.651367
	Iteration 39Q: 3 clusters Score -2971492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2971495.250000 Penalty: 5193.651367
	Iteration 40F: 3 clusters Score -2971495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2971491.250000 Penalty: 5193.651367
	Iteration 41Q: 3 clusters Score -2971491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2971493.500000 Penalty: 5193.651367
	Iteration 42Q: 3 clusters Score -2971494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2971498.250000 Penalty: 5193.651367
	Iteration 43Q: 3 clusters Score -2971498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2971499.500000 Penalty: 5193.651367
	Iteration 44Q: 3 clusters Score -2971500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2971497.750000 Penalty: 5193.651367
	Iteration 45Q: 3 clusters Score -2971498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2971496.000000 Penalty: 5193.651367
	Iteration 46Q: 3 clusters Score -2971496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2971499.750000 Penalty: 5193.651367
	Iteration 47Q: 3 clusters Score -2971500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2971498.000000 Penalty: 5193.651367
	Iteration 48Q: 3 clusters Score -2971498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2971497.000000 Penalty: 5193.651367
	Iteration 49Q: 3 clusters Score -2971497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2971496.500000 Penalty: 5193.651367
	Iteration 50Q: 3 clusters Score -2971496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2971500.000000 Penalty: 5193.651367
	Iteration 51Q: 3 clusters Score -2971500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2971496.250000 Penalty: 5193.651367
	Iteration 52Q: 3 clusters Score -2971496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2971498.500000 Penalty: 5193.651367
	Iteration 53Q: 3 clusters Score -2971498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2971501.500000 Penalty: 5193.651367
	Iteration 54Q: 3 clusters Score -2971502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2971501.500000 Penalty: 5193.651367
	Iteration 55Q: 3 clusters Score -2971502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2971499.500000 Penalty: 5193.651367
	Iteration 56Q: 3 clusters Score -2971500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2971496.250000 Penalty: 5193.651367
	Iteration 57Q: 3 clusters Score -2971496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2971496.750000 Penalty: 5193.651367
	Iteration 58Q: 3 clusters Score -2971497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2971495.750000 Penalty: 5193.651367
	Iteration 59Q: 3 clusters Score -2971496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2971494.500000 Penalty: 5193.651367
	Iteration 60F: 3 clusters Score -2971494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2971491.000000 Penalty: 5193.651367
	Iteration 61Q: 3 clusters Score -2971491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2971489.250000 Penalty: 5193.651367
	Iteration 62Q: 3 clusters Score -2971489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2971495.250000 Penalty: 5193.651367
	Iteration 63Q: 3 clusters Score -2971495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2971492.250000 Penalty: 5193.651367
	Iteration 64Q: 3 clusters Score -2971492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2971495.000000 Penalty: 5193.651367
	Iteration 65Q: 3 clusters Score -2971495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2971495.000000 Penalty: 5193.651367
	Iteration 66F: 3 clusters Score -2971495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 53535 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Entering Unmasked Estep 
Score: -51104932.000000 Penalty: 129571.296875
Splitting cluster 14 changes total score from -51097884.000000 to -51104932.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (53535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Entering Unmasked Estep 
Score: -4306974.500000 Penalty: 2700.246582
	Iteration 0F: 2 clusters Score -4306974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4270872.500000 Penalty: 5400.493164
	Iteration 0F: 3 clusters Score -4270872 nChanged 24732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -4284670.500000 Penalty: 5400.493164
	Iteration 1F: 3 clusters Score -4284670 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4285484.500000 Penalty: 5400.493164
	Iteration 2Q: 3 clusters Score -4285484 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4286373.000000 Penalty: 5400.493164
	Iteration 3Q: 3 clusters Score -4286373 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4287366.500000 Penalty: 5400.493164
	Iteration 4Q: 3 clusters Score -4287366 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4288689.500000 Penalty: 5400.493164
	Iteration 5Q: 3 clusters Score -4288690 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4290492.000000 Penalty: 5400.493164
	Iteration 6F: 3 clusters Score -4290492 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -4292910.000000 Penalty: 5400.493164
	Iteration 7F: 3 clusters Score -4292910 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -4295796.500000 Penalty: 5400.493164
	Iteration 8F: 3 clusters Score -4295796 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -4298583.000000 Penalty: 5400.493164
	Iteration 9F: 3 clusters Score -4298583 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -4300851.000000 Penalty: 5400.493164
	Iteration 10F: 3 clusters Score -4300851 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -4302447.500000 Penalty: 5400.493164
	Iteration 11Q: 3 clusters Score -4302448 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -4303390.000000 Penalty: 5400.493164
	Iteration 12Q: 3 clusters Score -4303390 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -4303971.500000 Penalty: 5400.493164
	Iteration 13Q: 3 clusters Score -4303972 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -4304333.500000 Penalty: 5400.493164
	Iteration 14Q: 3 clusters Score -4304334 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -4304658.500000 Penalty: 5400.493164
	Iteration 15Q: 3 clusters Score -4304658 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -4304915.000000 Penalty: 5400.493164
	Iteration 16Q: 3 clusters Score -4304915 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -4305161.500000 Penalty: 5400.493164
	Iteration 17Q: 3 clusters Score -4305162 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -4305340.000000 Penalty: 5400.493164
	Iteration 18Q: 3 clusters Score -4305340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -4305487.500000 Penalty: 5400.493164
	Iteration 19Q: 3 clusters Score -4305488 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -4305606.500000 Penalty: 5400.493164
	Iteration 20F: 3 clusters Score -4305606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -4305723.000000 Penalty: 5400.493164
	Iteration 21Q: 3 clusters Score -4305723 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -4305831.500000 Penalty: 5400.493164
	Iteration 22Q: 3 clusters Score -4305832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -4305968.500000 Penalty: 5400.493164
	Iteration 23Q: 3 clusters Score -4305968 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -4306083.000000 Penalty: 5400.493164
	Iteration 24Q: 3 clusters Score -4306083 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -4306242.000000 Penalty: 5400.493164
	Iteration 25Q: 3 clusters Score -4306242 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -4306432.500000 Penalty: 5400.493164
	Iteration 26Q: 3 clusters Score -4306432 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -4306640.000000 Penalty: 5400.493164
	Iteration 27Q: 3 clusters Score -4306640 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -4306890.000000 Penalty: 5400.493164
	Iteration 28Q: 3 clusters Score -4306890 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -4307104.000000 Penalty: 5400.493164
	Iteration 29Q: 3 clusters Score -4307104 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -4307372.500000 Penalty: 5400.493164
	Iteration 30Q: 3 clusters Score -4307372 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -4307605.500000 Penalty: 5400.493164
	Iteration 31Q: 3 clusters Score -4307606 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -4307885.500000 Penalty: 5400.493164
	Iteration 32Q: 3 clusters Score -4307886 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -4308159.000000 Penalty: 5400.493164
	Iteration 33Q: 3 clusters Score -4308159 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -4308390.000000 Penalty: 5400.493164
	Iteration 34Q: 3 clusters Score -4308390 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -4308588.000000 Penalty: 5400.493164
	Iteration 35Q: 3 clusters Score -4308588 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -4308706.500000 Penalty: 5400.493164
	Iteration 36Q: 3 clusters Score -4308706 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -4308785.000000 Penalty: 5400.493164
	Iteration 37Q: 3 clusters Score -4308785 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -4308841.000000 Penalty: 5400.493164
	Iteration 38Q: 3 clusters Score -4308841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -4308892.500000 Penalty: 5400.493164
	Iteration 39Q: 3 clusters Score -4308892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -4309443.500000 Penalty: 5400.493164
	Iteration 40F: 3 clusters Score -4309444 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -4310448.000000 Penalty: 5400.493164
	Iteration 41Q: 3 clusters Score -4310448 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -4311494.500000 Penalty: 5400.493164
	Iteration 42Q: 3 clusters Score -4311494 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -4312520.500000 Penalty: 5400.493164
	Iteration 43Q: 3 clusters Score -4312520 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4313325.500000 Penalty: 5400.493164
	Iteration 44Q: 3 clusters Score -4313326 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4313773.500000 Penalty: 5400.493164
	Iteration 45Q: 3 clusters Score -4313774 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -4313956.500000 Penalty: 5400.493164
	Iteration 46Q: 3 clusters Score -4313956 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4314043.000000 Penalty: 5400.493164
	Iteration 47Q: 3 clusters Score -4314043 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4314072.000000 Penalty: 5400.493164
	Iteration 48Q: 3 clusters Score -4314072 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -4314084.500000 Penalty: 5400.493164
	Iteration 49Q: 3 clusters Score -4314084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4314096.000000 Penalty: 5400.493164
	Iteration 50Q: 3 clusters Score -4314096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4314105.000000 Penalty: 5400.493164
	Iteration 51Q: 3 clusters Score -4314105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -4314110.000000 Penalty: 5400.493164
	Iteration 52Q: 3 clusters Score -4314110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -4314115.500000 Penalty: 5400.493164
	Iteration 53Q: 3 clusters Score -4314116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -4314105.000000 Penalty: 5400.493164
	Iteration 54Q: 3 clusters Score -4314105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4314108.000000 Penalty: 5400.493164
	Iteration 55Q: 3 clusters Score -4314108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4314109.000000 Penalty: 5400.493164
	Iteration 56Q: 3 clusters Score -4314109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4314107.000000 Penalty: 5400.493164
	Iteration 57Q: 3 clusters Score -4314107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -4314106.500000 Penalty: 5400.493164
	Iteration 58Q: 3 clusters Score -4314106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -4314138.000000 Penalty: 5400.493164
	Iteration 59F: 3 clusters Score -4314138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -4314143.000000 Penalty: 5400.493164
	Iteration 60F: 3 clusters Score -4314143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4314156.000000 Penalty: 5400.493164
	Iteration 61Q: 3 clusters Score -4314156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4314159.500000 Penalty: 5400.493164
	Iteration 62Q: 3 clusters Score -4314160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4314153.000000 Penalty: 5400.493164
	Iteration 63Q: 3 clusters Score -4314153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4314159.500000 Penalty: 5400.493164
	Iteration 64Q: 3 clusters Score -4314160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4314163.500000 Penalty: 5400.493164
	Iteration 65Q: 3 clusters Score -4314164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4314162.500000 Penalty: 5400.493164
	Iteration 66Q: 3 clusters Score -4314162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4314162.500000 Penalty: 5400.493164
	Iteration 67F: 3 clusters Score -4314162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Entering Unmasked Estep 
Score: -51111592.000000 Penalty: 132893.640625
Splitting cluster 15 changes total score from -51097884.000000 to -51111592.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -172698.875000 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -172698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -169892.671875 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -169892.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -170547.828125 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -170547.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -170909.390625 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -170909.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -171370.984375 Penalty: 3841.091797
	Iteration 3F: 3 clusters Score -171371 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -171930.093750 Penalty: 3841.091797
	Iteration 4F: 3 clusters Score -171930.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -172328.718750 Penalty: 3841.091797
	Iteration 5F: 3 clusters Score -172328.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -172737.593750 Penalty: 3841.091797
	Iteration 6F: 3 clusters Score -172737.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -173211.703125 Penalty: 3841.091797
	Iteration 7F: 3 clusters Score -173211.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -173644.593750 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -173644.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -174199.843750 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -174199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -174379.000000 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -174379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -174380.765625 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -174380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -174380.765625 Penalty: 3841.091797
	Iteration 12F: 3 clusters Score -174380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 10037 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Entering Unmasked Estep 
Score: -51111888.000000 Penalty: 136215.984375
Splitting cluster 16 changes total score from -51097884.000000 to -51111888.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -230732.093750 Penalty: 1974.679077
	Iteration 0F: 2 clusters Score -230732.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -227536.609375 Penalty: 3949.358154
	Iteration 0F: 3 clusters Score -227536.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -228195.328125 Penalty: 3949.358154
	Iteration 1F: 3 clusters Score -228195.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -228400.625000 Penalty: 3949.358154
	Iteration 2F: 3 clusters Score -228400.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228590.656250 Penalty: 3949.358154
	Iteration 3F: 3 clusters Score -228590.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -228753.218750 Penalty: 3949.358154
	Iteration 4F: 3 clusters Score -228753.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -228911.890625 Penalty: 3949.358154
	Iteration 5F: 3 clusters Score -228911.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -229038.406250 Penalty: 3949.358154
	Iteration 6Q: 3 clusters Score -229038.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229117.875000 Penalty: 3949.358154
	Iteration 7Q: 3 clusters Score -229117.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -229189.359375 Penalty: 3949.358154
	Iteration 8Q: 3 clusters Score -229189.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -229268.328125 Penalty: 3949.358154
	Iteration 9Q: 3 clusters Score -229268.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -229329.406250 Penalty: 3949.358154
	Iteration 10Q: 3 clusters Score -229329.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -229377.921875 Penalty: 3949.358154
	Iteration 11Q: 3 clusters Score -229377.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -229407.250000 Penalty: 3949.358154
	Iteration 12Q: 3 clusters Score -229407.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -229430.343750 Penalty: 3949.358154
	Iteration 13Q: 3 clusters Score -229430.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -229453.578125 Penalty: 3949.358154
	Iteration 14Q: 3 clusters Score -229453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -229468.125000 Penalty: 3949.358154
	Iteration 15Q: 3 clusters Score -229468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -229478.859375 Penalty: 3949.358154
	Iteration 16Q: 3 clusters Score -229478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229484.093750 Penalty: 3949.358154
	Iteration 17Q: 3 clusters Score -229484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -229487.406250 Penalty: 3949.358154
	Iteration 18Q: 3 clusters Score -229487.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -229490.812500 Penalty: 3949.358154
	Iteration 19Q: 3 clusters Score -229490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -229495.921875 Penalty: 3949.358154
	Iteration 20F: 3 clusters Score -229495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -229497.468750 Penalty: 3949.358154
	Iteration 21Q: 3 clusters Score -229497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -229497.468750 Penalty: 3949.358154
	Iteration 22F: 3 clusters Score -229497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -260358.390625 Penalty: 2012.723389
	Iteration 0F: 2 clusters Score -260358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -256915.031250 Penalty: 4025.446777
	Iteration 0F: 3 clusters Score -256915 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -257712.250000 Penalty: 4025.446777
	Iteration 1F: 3 clusters Score -257712.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -257978.406250 Penalty: 4025.446777
	Iteration 2F: 3 clusters Score -257978.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -258226.640625 Penalty: 4025.446777
	Iteration 3F: 3 clusters Score -258226.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -258538.609375 Penalty: 4025.446777
	Iteration 4F: 3 clusters Score -258538.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -258866.718750 Penalty: 4025.446777
	Iteration 5F: 3 clusters Score -258866.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -259083.421875 Penalty: 4025.446777
	Iteration 6Q: 3 clusters Score -259083.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -259231.687500 Penalty: 4025.446777
	Iteration 7Q: 3 clusters Score -259231.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -259328.609375 Penalty: 4025.446777
	Iteration 8Q: 3 clusters Score -259328.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -259404.953125 Penalty: 4025.446777
	Iteration 9Q: 3 clusters Score -259405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -259449.500000 Penalty: 4025.446777
	Iteration 10Q: 3 clusters Score -259449.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -259481.203125 Penalty: 4025.446777
	Iteration 11Q: 3 clusters Score -259481.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -259498.484375 Penalty: 4025.446777
	Iteration 12Q: 3 clusters Score -259498.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -259516.812500 Penalty: 4025.446777
	Iteration 13Q: 3 clusters Score -259516.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -259527.640625 Penalty: 4025.446777
	Iteration 14Q: 3 clusters Score -259527.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -259536.328125 Penalty: 4025.446777
	Iteration 15Q: 3 clusters Score -259536.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259541.921875 Penalty: 4025.446777
	Iteration 16Q: 3 clusters Score -259541.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -259547.859375 Penalty: 4025.446777
	Iteration 17Q: 3 clusters Score -259547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -259555.453125 Penalty: 4025.446777
	Iteration 18Q: 3 clusters Score -259555.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -259562.140625 Penalty: 4025.446777
	Iteration 19Q: 3 clusters Score -259562.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -259567.468750 Penalty: 4025.446777
	Iteration 20F: 3 clusters Score -259567.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -259570.593750 Penalty: 4025.446777
	Iteration 21Q: 3 clusters Score -259570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259571.703125 Penalty: 4025.446777
	Iteration 22Q: 3 clusters Score -259571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259572.125000 Penalty: 4025.446777
	Iteration 23Q: 3 clusters Score -259572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259572.125000 Penalty: 4025.446777
	Iteration 24F: 3 clusters Score -259572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Entering Unmasked Estep 
Score: -784000.750000 Penalty: 2311.360352
	Iteration 0F: 2 clusters Score -784000.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -775568.625000 Penalty: 4622.720703
	Iteration 0F: 3 clusters Score -775568.6 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -778558.812500 Penalty: 4622.720703
	Iteration 1F: 3 clusters Score -778558.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -779487.000000 Penalty: 4622.720703
	Iteration 2F: 3 clusters Score -779487 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -780683.812500 Penalty: 4622.720703
	Iteration 3F: 3 clusters Score -780683.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -781755.125000 Penalty: 4622.720703
	Iteration 4F: 3 clusters Score -781755.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -782490.062500 Penalty: 4622.720703
	Iteration 5F: 3 clusters Score -782490.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -782876.750000 Penalty: 4622.720703
	Iteration 6F: 3 clusters Score -782876.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -783060.000000 Penalty: 4622.720703
	Iteration 7Q: 3 clusters Score -783060 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -783143.250000 Penalty: 4622.720703
	Iteration 8Q: 3 clusters Score -783143.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -783188.187500 Penalty: 4622.720703
	Iteration 9Q: 3 clusters Score -783188.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -783216.500000 Penalty: 4622.720703
	Iteration 10Q: 3 clusters Score -783216.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -783234.062500 Penalty: 4622.720703
	Iteration 11Q: 3 clusters Score -783234.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -783244.625000 Penalty: 4622.720703
	Iteration 12Q: 3 clusters Score -783244.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -783250.750000 Penalty: 4622.720703
	Iteration 13Q: 3 clusters Score -783250.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -783258.187500 Penalty: 4622.720703
	Iteration 14Q: 3 clusters Score -783258.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -783266.125000 Penalty: 4622.720703
	Iteration 15Q: 3 clusters Score -783266.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -783270.750000 Penalty: 4622.720703
	Iteration 16Q: 3 clusters Score -783270.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -783275.187500 Penalty: 4622.720703
	Iteration 17Q: 3 clusters Score -783275.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -783284.000000 Penalty: 4622.720703
	Iteration 18Q: 3 clusters Score -783284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -783289.687500 Penalty: 4622.720703
	Iteration 19Q: 3 clusters Score -783289.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -783292.875000 Penalty: 4622.720703
	Iteration 20F: 3 clusters Score -783292.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -783299.187500 Penalty: 4622.720703
	Iteration 21Q: 3 clusters Score -783299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -783299.250000 Penalty: 4622.720703
	Iteration 22Q: 3 clusters Score -783299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -783301.625000 Penalty: 4622.720703
	Iteration 23Q: 3 clusters Score -783301.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -783304.187500 Penalty: 4622.720703
	Iteration 24Q: 3 clusters Score -783304.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -783308.500000 Penalty: 4622.720703
	Iteration 25Q: 3 clusters Score -783308.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -783317.937500 Penalty: 4622.720703
	Iteration 26Q: 3 clusters Score -783317.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -783331.937500 Penalty: 4622.720703
	Iteration 27Q: 3 clusters Score -783331.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -783343.625000 Penalty: 4622.720703
	Iteration 28Q: 3 clusters Score -783343.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -783354.250000 Penalty: 4622.720703
	Iteration 29Q: 3 clusters Score -783354.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -783367.937500 Penalty: 4622.720703
	Iteration 30Q: 3 clusters Score -783367.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -783374.500000 Penalty: 4622.720703
	Iteration 31Q: 3 clusters Score -783374.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -783386.000000 Penalty: 4622.720703
	Iteration 32Q: 3 clusters Score -783386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -783395.562500 Penalty: 4622.720703
	Iteration 33Q: 3 clusters Score -783395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -783407.687500 Penalty: 4622.720703
	Iteration 34Q: 3 clusters Score -783407.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -783421.375000 Penalty: 4622.720703
	Iteration 35Q: 3 clusters Score -783421.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -783436.375000 Penalty: 4622.720703
	Iteration 36Q: 3 clusters Score -783436.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -783446.625000 Penalty: 4622.720703
	Iteration 37Q: 3 clusters Score -783446.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -783456.250000 Penalty: 4622.720703
	Iteration 38Q: 3 clusters Score -783456.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -783468.937500 Penalty: 4622.720703
	Iteration 39Q: 3 clusters Score -783468.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -783474.125000 Penalty: 4622.720703
	Iteration 40F: 3 clusters Score -783474.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -783483.125000 Penalty: 4622.720703
	Iteration 41Q: 3 clusters Score -783483.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -783488.500000 Penalty: 4622.720703
	Iteration 42Q: 3 clusters Score -783488.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -783493.875000 Penalty: 4622.720703
	Iteration 43Q: 3 clusters Score -783493.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -783498.937500 Penalty: 4622.720703
	Iteration 44Q: 3 clusters Score -783498.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -783499.062500 Penalty: 4622.720703
	Iteration 45Q: 3 clusters Score -783499.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -783509.187500 Penalty: 4622.720703
	Iteration 46Q: 3 clusters Score -783509.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -783511.687500 Penalty: 4622.720703
	Iteration 47Q: 3 clusters Score -783511.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -783517.937500 Penalty: 4622.720703
	Iteration 48Q: 3 clusters Score -783517.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -783523.125000 Penalty: 4622.720703
	Iteration 49Q: 3 clusters Score -783523.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -783528.375000 Penalty: 4622.720703
	Iteration 50Q: 3 clusters Score -783528.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -783528.250000 Penalty: 4622.720703
	Iteration 51Q: 3 clusters Score -783528.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -783532.312500 Penalty: 4622.720703
	Iteration 52Q: 3 clusters Score -783532.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -783533.625000 Penalty: 4622.720703
	Iteration 53Q: 3 clusters Score -783533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -783536.812500 Penalty: 4622.720703
	Iteration 54Q: 3 clusters Score -783536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -783540.750000 Penalty: 4622.720703
	Iteration 55Q: 3 clusters Score -783540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -783539.375000 Penalty: 4622.720703
	Iteration 56Q: 3 clusters Score -783539.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -783541.000000 Penalty: 4622.720703
	Iteration 57Q: 3 clusters Score -783541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -783544.562500 Penalty: 4622.720703
	Iteration 58Q: 3 clusters Score -783544.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -783548.750000 Penalty: 4622.720703
	Iteration 59Q: 3 clusters Score -783548.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -783554.250000 Penalty: 4622.720703
	Iteration 60F: 3 clusters Score -783554.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -783556.437500 Penalty: 4622.720703
	Iteration 61Q: 3 clusters Score -783556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -783555.812500 Penalty: 4622.720703
	Iteration 62Q: 3 clusters Score -783555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -783558.812500 Penalty: 4622.720703
	Iteration 63Q: 3 clusters Score -783558.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -783563.875000 Penalty: 4622.720703
	Iteration 64Q: 3 clusters Score -783563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -783566.437500 Penalty: 4622.720703
	Iteration 65Q: 3 clusters Score -783566.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -783569.375000 Penalty: 4622.720703
	Iteration 66Q: 3 clusters Score -783569.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -783572.437500 Penalty: 4622.720703
	Iteration 67Q: 3 clusters Score -783572.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -783575.125000 Penalty: 4622.720703
	Iteration 68Q: 3 clusters Score -783575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -783579.500000 Penalty: 4622.720703
	Iteration 69Q: 3 clusters Score -783579.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -783581.687500 Penalty: 4622.720703
	Iteration 70Q: 3 clusters Score -783581.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -783584.125000 Penalty: 4622.720703
	Iteration 71Q: 3 clusters Score -783584.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -783587.375000 Penalty: 4622.720703
	Iteration 72Q: 3 clusters Score -783587.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -783593.187500 Penalty: 4622.720703
	Iteration 73Q: 3 clusters Score -783593.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -783596.750000 Penalty: 4622.720703
	Iteration 74Q: 3 clusters Score -783596.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -783599.875000 Penalty: 4622.720703
	Iteration 75Q: 3 clusters Score -783599.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -783602.500000 Penalty: 4622.720703
	Iteration 76Q: 3 clusters Score -783602.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -783605.437500 Penalty: 4622.720703
	Iteration 77Q: 3 clusters Score -783605.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -783610.937500 Penalty: 4622.720703
	Iteration 78Q: 3 clusters Score -783610.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -783611.312500 Penalty: 4622.720703
	Iteration 79Q: 3 clusters Score -783611.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -783615.437500 Penalty: 4622.720703
	Iteration 80F: 3 clusters Score -783615.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -783617.687500 Penalty: 4622.720703
	Iteration 81Q: 3 clusters Score -783617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -783620.187500 Penalty: 4622.720703
	Iteration 82Q: 3 clusters Score -783620.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -783620.562500 Penalty: 4622.720703
	Iteration 83Q: 3 clusters Score -783620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -783622.687500 Penalty: 4622.720703
	Iteration 84Q: 3 clusters Score -783622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -783624.250000 Penalty: 4622.720703
	Iteration 85Q: 3 clusters Score -783624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -783629.375000 Penalty: 4622.720703
	Iteration 86Q: 3 clusters Score -783629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -783627.687500 Penalty: 4622.720703
	Iteration 87Q: 3 clusters Score -783627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -783627.500000 Penalty: 4622.720703
	Iteration 88Q: 3 clusters Score -783627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -783630.937500 Penalty: 4622.720703
	Iteration 89Q: 3 clusters Score -783630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -783629.625000 Penalty: 4622.720703
	Iteration 90Q: 3 clusters Score -783629.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -783634.375000 Penalty: 4622.720703
	Iteration 91Q: 3 clusters Score -783634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -783636.437500 Penalty: 4622.720703
	Iteration 92Q: 3 clusters Score -783636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -783637.562500 Penalty: 4622.720703
	Iteration 93Q: 3 clusters Score -783637.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -783641.437500 Penalty: 4622.720703
	Iteration 94Q: 3 clusters Score -783641.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -783645.500000 Penalty: 4622.720703
	Iteration 95Q: 3 clusters Score -783645.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -783651.062500 Penalty: 4622.720703
	Iteration 96Q: 3 clusters Score -783651.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -783656.625000 Penalty: 4622.720703
	Iteration 97Q: 3 clusters Score -783656.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -783660.062500 Penalty: 4622.720703
	Iteration 98Q: 3 clusters Score -783660.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -783665.937500 Penalty: 4622.720703
	Iteration 99Q: 3 clusters Score -783665.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -783666.562500 Penalty: 4622.720703
	Iteration 100F: 3 clusters Score -783666.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -783671.812500 Penalty: 4622.720703
	Iteration 101Q: 3 clusters Score -783671.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -783676.687500 Penalty: 4622.720703
	Iteration 102Q: 3 clusters Score -783676.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -783678.187500 Penalty: 4622.720703
	Iteration 103Q: 3 clusters Score -783678.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -783684.562500 Penalty: 4622.720703
	Iteration 104Q: 3 clusters Score -783684.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -783688.812500 Penalty: 4622.720703
	Iteration 105Q: 3 clusters Score -783688.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -783694.937500 Penalty: 4622.720703
	Iteration 106Q: 3 clusters Score -783694.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -783700.250000 Penalty: 4622.720703
	Iteration 107Q: 3 clusters Score -783700.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -783711.125000 Penalty: 4622.720703
	Iteration 108Q: 3 clusters Score -783711.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -783714.000000 Penalty: 4622.720703
	Iteration 109Q: 3 clusters Score -783714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -783720.250000 Penalty: 4622.720703
	Iteration 110Q: 3 clusters Score -783720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -783722.062500 Penalty: 4622.720703
	Iteration 111Q: 3 clusters Score -783722.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -783730.375000 Penalty: 4622.720703
	Iteration 112Q: 3 clusters Score -783730.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -783736.312500 Penalty: 4622.720703
	Iteration 113Q: 3 clusters Score -783736.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -783740.750000 Penalty: 4622.720703
	Iteration 114Q: 3 clusters Score -783740.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -783744.000000 Penalty: 4622.720703
	Iteration 115Q: 3 clusters Score -783744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -783748.500000 Penalty: 4622.720703
	Iteration 116Q: 3 clusters Score -783748.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -783751.937500 Penalty: 4622.720703
	Iteration 117Q: 3 clusters Score -783751.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -783752.812500 Penalty: 4622.720703
	Iteration 118Q: 3 clusters Score -783752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -783754.250000 Penalty: 4622.720703
	Iteration 119Q: 3 clusters Score -783754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -783758.250000 Penalty: 4622.720703
	Iteration 120F: 3 clusters Score -783758.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -783758.562500 Penalty: 4622.720703
	Iteration 121Q: 3 clusters Score -783758.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -783758.500000 Penalty: 4622.720703
	Iteration 122Q: 3 clusters Score -783758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -783759.312500 Penalty: 4622.720703
	Iteration 123Q: 3 clusters Score -783759.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -783761.812500 Penalty: 4622.720703
	Iteration 124Q: 3 clusters Score -783761.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -783765.937500 Penalty: 4622.720703
	Iteration 125Q: 3 clusters Score -783765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -783768.750000 Penalty: 4622.720703
	Iteration 126Q: 3 clusters Score -783768.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -783770.875000 Penalty: 4622.720703
	Iteration 127Q: 3 clusters Score -783770.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -783771.375000 Penalty: 4622.720703
	Iteration 128Q: 3 clusters Score -783771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -783773.187500 Penalty: 4622.720703
	Iteration 129Q: 3 clusters Score -783773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -783772.750000 Penalty: 4622.720703
	Iteration 130Q: 3 clusters Score -783772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -783773.625000 Penalty: 4622.720703
	Iteration 131Q: 3 clusters Score -783773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -783773.000000 Penalty: 4622.720703
	Iteration 132Q: 3 clusters Score -783773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -783774.500000 Penalty: 4622.720703
	Iteration 133Q: 3 clusters Score -783774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -783775.562500 Penalty: 4622.720703
	Iteration 134Q: 3 clusters Score -783775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -783774.562500 Penalty: 4622.720703
	Iteration 135Q: 3 clusters Score -783774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -783776.562500 Penalty: 4622.720703
	Iteration 136Q: 3 clusters Score -783776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -783779.250000 Penalty: 4622.720703
	Iteration 137Q: 3 clusters Score -783779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -783781.000000 Penalty: 4622.720703
	Iteration 138Q: 3 clusters Score -783781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -783782.625000 Penalty: 4622.720703
	Iteration 139Q: 3 clusters Score -783782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -783782.437500 Penalty: 4622.720703
	Iteration 140F: 3 clusters Score -783782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -783781.562500 Penalty: 4622.720703
	Iteration 141Q: 3 clusters Score -783781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -783783.875000 Penalty: 4622.720703
	Iteration 142Q: 3 clusters Score -783783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -783786.312500 Penalty: 4622.720703
	Iteration 143Q: 3 clusters Score -783786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -783784.500000 Penalty: 4622.720703
	Iteration 144Q: 3 clusters Score -783784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -783786.437500 Penalty: 4622.720703
	Iteration 145Q: 3 clusters Score -783786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -783787.750000 Penalty: 4622.720703
	Iteration 146Q: 3 clusters Score -783787.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -783786.625000 Penalty: 4622.720703
	Iteration 147Q: 3 clusters Score -783786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -783785.500000 Penalty: 4622.720703
	Iteration 148Q: 3 clusters Score -783785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -783786.000000 Penalty: 4622.720703
	Iteration 149Q: 3 clusters Score -783786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -783786.375000 Penalty: 4622.720703
	Iteration 150Q: 3 clusters Score -783786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -783786.187500 Penalty: 4622.720703
	Iteration 151Q: 3 clusters Score -783786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -783786.125000 Penalty: 4622.720703
	Iteration 152Q: 3 clusters Score -783786.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -783786.750000 Penalty: 4622.720703
	Iteration 153Q: 3 clusters Score -783786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -783787.875000 Penalty: 4622.720703
	Iteration 154Q: 3 clusters Score -783787.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -783790.625000 Penalty: 4622.720703
	Iteration 155Q: 3 clusters Score -783790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -783791.750000 Penalty: 4622.720703
	Iteration 156Q: 3 clusters Score -783791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -783791.687500 Penalty: 4622.720703
	Iteration 157Q: 3 clusters Score -783791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -783793.500000 Penalty: 4622.720703
	Iteration 158Q: 3 clusters Score -783793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -783793.625000 Penalty: 4622.720703
	Iteration 159Q: 3 clusters Score -783793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -783794.312500 Penalty: 4622.720703
	Iteration 160F: 3 clusters Score -783794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -783795.062500 Penalty: 4622.720703
	Iteration 161Q: 3 clusters Score -783795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -783795.687500 Penalty: 4622.720703
	Iteration 162Q: 3 clusters Score -783795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -783796.437500 Penalty: 4622.720703
	Iteration 163Q: 3 clusters Score -783796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -783799.250000 Penalty: 4622.720703
	Iteration 164Q: 3 clusters Score -783799.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -783801.312500 Penalty: 4622.720703
	Iteration 165Q: 3 clusters Score -783801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -783801.125000 Penalty: 4622.720703
	Iteration 166Q: 3 clusters Score -783801.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -783803.875000 Penalty: 4622.720703
	Iteration 167Q: 3 clusters Score -783803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -783805.375000 Penalty: 4622.720703
	Iteration 168Q: 3 clusters Score -783805.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -783809.500000 Penalty: 4622.720703
	Iteration 169Q: 3 clusters Score -783809.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -783811.000000 Penalty: 4622.720703
	Iteration 170Q: 3 clusters Score -783811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -783814.062500 Penalty: 4622.720703
	Iteration 171Q: 3 clusters Score -783814.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -783816.937500 Penalty: 4622.720703
	Iteration 172Q: 3 clusters Score -783816.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -783820.187500 Penalty: 4622.720703
	Iteration 173Q: 3 clusters Score -783820.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -783828.375000 Penalty: 4622.720703
	Iteration 174Q: 3 clusters Score -783828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -783834.812500 Penalty: 4622.720703
	Iteration 175Q: 3 clusters Score -783834.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -783837.750000 Penalty: 4622.720703
	Iteration 176Q: 3 clusters Score -783837.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -783839.375000 Penalty: 4622.720703
	Iteration 177Q: 3 clusters Score -783839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -783838.812500 Penalty: 4622.720703
	Iteration 178Q: 3 clusters Score -783838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -783839.875000 Penalty: 4622.720703
	Iteration 179Q: 3 clusters Score -783839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -783842.500000 Penalty: 4622.720703
	Iteration 180F: 3 clusters Score -783842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -783842.312500 Penalty: 4622.720703
	Iteration 181Q: 3 clusters Score -783842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -783842.437500 Penalty: 4622.720703
	Iteration 182Q: 3 clusters Score -783842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -783843.312500 Penalty: 4622.720703
	Iteration 183Q: 3 clusters Score -783843.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -783845.812500 Penalty: 4622.720703
	Iteration 184Q: 3 clusters Score -783845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -783850.562500 Penalty: 4622.720703
	Iteration 185Q: 3 clusters Score -783850.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -783849.750000 Penalty: 4622.720703
	Iteration 186Q: 3 clusters Score -783849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -783851.500000 Penalty: 4622.720703
	Iteration 187Q: 3 clusters Score -783851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -783854.062500 Penalty: 4622.720703
	Iteration 188Q: 3 clusters Score -783854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -783853.500000 Penalty: 4622.720703
	Iteration 189Q: 3 clusters Score -783853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -783855.062500 Penalty: 4622.720703
	Iteration 190Q: 3 clusters Score -783855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -783853.562500 Penalty: 4622.720703
	Iteration 191Q: 3 clusters Score -783853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -783852.875000 Penalty: 4622.720703
	Iteration 192Q: 3 clusters Score -783852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -783852.875000 Penalty: 4622.720703
	Iteration 193F: 3 clusters Score -783852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -602775.125000 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -602775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -596897.750000 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -596897.8 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -598462.687500 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -598462.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -598783.125000 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -598783.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -599019.937500 Penalty: 4412.368164
	Iteration 3F: 3 clusters Score -599019.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -599267.125000 Penalty: 4412.368164
	Iteration 4F: 3 clusters Score -599267.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -599528.187500 Penalty: 4412.368164
	Iteration 5F: 3 clusters Score -599528.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -599809.687500 Penalty: 4412.368164
	Iteration 6F: 3 clusters Score -599809.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -600133.250000 Penalty: 4412.368164
	Iteration 7F: 3 clusters Score -600133.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -600431.375000 Penalty: 4412.368164
	Iteration 8F: 3 clusters Score -600431.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -600665.312500 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -600665.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -600855.750000 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -600855.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -600995.437500 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -600995.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -601109.500000 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -601109.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -601192.750000 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -601192.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -601252.562500 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -601252.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -601293.375000 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -601293.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -601324.125000 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -601324.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -601351.250000 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -601351.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -601372.687500 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -601372.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -601387.125000 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -601387.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -601398.875000 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -601398.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -601409.437500 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -601409.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -601423.187500 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -601423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -601433.187500 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -601433.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -601442.812500 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -601442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -601450.125000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -601450.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -601456.250000 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -601456.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -601461.312500 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -601461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -601465.625000 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -601465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -601466.125000 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -601466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -601467.125000 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -601467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -601467.437500 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -601467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -601467.000000 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -601467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -601467.000000 Penalty: 4412.368164
	Iteration 33F: 3 clusters Score -601467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Entering Unmasked Estep 
Score: -799879.312500 Penalty: 2285.080322
	Iteration 0F: 2 clusters Score -799879.3 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 4967 members 
Entering Unmasked Estep 
Score: -792250.375000 Penalty: 4570.160645
	Iteration 0F: 3 clusters Score -792250.4 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -794496.937500 Penalty: 4570.160645
	Iteration 1F: 3 clusters Score -794496.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -794830.250000 Penalty: 4570.160645
	Iteration 2F: 3 clusters Score -794830.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -795146.062500 Penalty: 4570.160645
	Iteration 3F: 3 clusters Score -795146.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -795531.937500 Penalty: 4570.160645
	Iteration 4F: 3 clusters Score -795531.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -796082.687500 Penalty: 4570.160645
	Iteration 5F: 3 clusters Score -796082.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -796812.250000 Penalty: 4570.160645
	Iteration 6F: 3 clusters Score -796812.2 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -797846.375000 Penalty: 4570.160645
	Iteration 7F: 3 clusters Score -797846.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -798898.437500 Penalty: 4570.160645
	Iteration 8F: 3 clusters Score -798898.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -799484.937500 Penalty: 4570.160645
	Iteration 9F: 3 clusters Score -799484.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -799853.000000 Penalty: 4570.160645
	Iteration 10Q: 3 clusters Score -799853 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -800308.312500 Penalty: 4570.160645
	Iteration 11Q: 3 clusters Score -800308.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -800904.062500 Penalty: 4570.160645
	Iteration 12Q: 3 clusters Score -800904.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -801521.312500 Penalty: 4570.160645
	Iteration 13Q: 3 clusters Score -801521.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -802000.500000 Penalty: 4570.160645
	Iteration 14Q: 3 clusters Score -802000.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -802200.500000 Penalty: 4570.160645
	Iteration 15Q: 3 clusters Score -802200.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -802255.750000 Penalty: 4570.160645
	Iteration 16Q: 3 clusters Score -802255.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -802268.687500 Penalty: 4570.160645
	Iteration 17Q: 3 clusters Score -802268.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -802276.437500 Penalty: 4570.160645
	Iteration 18Q: 3 clusters Score -802276.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -802283.625000 Penalty: 4570.160645
	Iteration 19Q: 3 clusters Score -802283.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -802286.625000 Penalty: 4570.160645
	Iteration 20F: 3 clusters Score -802286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -802287.187500 Penalty: 4570.160645
	Iteration 21Q: 3 clusters Score -802287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -802291.187500 Penalty: 4570.160645
	Iteration 22Q: 3 clusters Score -802291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -802292.750000 Penalty: 4570.160645
	Iteration 23Q: 3 clusters Score -802292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -802293.250000 Penalty: 4570.160645
	Iteration 24Q: 3 clusters Score -802293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -802294.375000 Penalty: 4570.160645
	Iteration 25Q: 3 clusters Score -802294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -802293.375000 Penalty: 4570.160645
	Iteration 26Q: 3 clusters Score -802293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -802293.375000 Penalty: 4570.160645
	Iteration 27F: 3 clusters Score -802293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Entering Unmasked Estep 
Score: -51113248.000000 Penalty: 139538.312500
Splitting cluster 21 changes total score from -51097884.000000 to -51113248.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -172688.187500 Penalty: 1991.783569
	Iteration 0F: 2 clusters Score -172688.2 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 1546 members 
Entering Unmasked Estep 
Score: -169514.578125 Penalty: 3983.567139
	Iteration 0F: 3 clusters Score -169514.6 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -171057.328125 Penalty: 3983.567139
	Iteration 1F: 3 clusters Score -171057.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -172263.453125 Penalty: 3983.567139
	Iteration 2F: 3 clusters Score -172263.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -173084.218750 Penalty: 3983.567139
	Iteration 3F: 3 clusters Score -173084.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -173577.281250 Penalty: 3983.567139
	Iteration 4F: 3 clusters Score -173577.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -173877.484375 Penalty: 3983.567139
	Iteration 5Q: 3 clusters Score -173877.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -174013.656250 Penalty: 3983.567139
	Iteration 6Q: 3 clusters Score -174013.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -174089.125000 Penalty: 3983.567139
	Iteration 7Q: 3 clusters Score -174089.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -174150.359375 Penalty: 3983.567139
	Iteration 8Q: 3 clusters Score -174150.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -174211.234375 Penalty: 3983.567139
	Iteration 9Q: 3 clusters Score -174211.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -174256.734375 Penalty: 3983.567139
	Iteration 10Q: 3 clusters Score -174256.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174297.453125 Penalty: 3983.567139
	Iteration 11Q: 3 clusters Score -174297.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -174351.406250 Penalty: 3983.567139
	Iteration 12Q: 3 clusters Score -174351.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -174378.421875 Penalty: 3983.567139
	Iteration 13Q: 3 clusters Score -174378.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -174395.343750 Penalty: 3983.567139
	Iteration 14Q: 3 clusters Score -174395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -174401.812500 Penalty: 3983.567139
	Iteration 15Q: 3 clusters Score -174401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -174405.375000 Penalty: 3983.567139
	Iteration 16Q: 3 clusters Score -174405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -174409.421875 Penalty: 3983.567139
	Iteration 17Q: 3 clusters Score -174409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -174415.265625 Penalty: 3983.567139
	Iteration 18Q: 3 clusters Score -174415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -174417.359375 Penalty: 3983.567139
	Iteration 19Q: 3 clusters Score -174417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -174431.578125 Penalty: 3983.567139
	Iteration 20F: 3 clusters Score -174431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -174447.156250 Penalty: 3983.567139
	Iteration 21Q: 3 clusters Score -174447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -174460.421875 Penalty: 3983.567139
	Iteration 22Q: 3 clusters Score -174460.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -174478.390625 Penalty: 3983.567139
	Iteration 23Q: 3 clusters Score -174478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -174491.687500 Penalty: 3983.567139
	Iteration 24Q: 3 clusters Score -174491.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -174499.718750 Penalty: 3983.567139
	Iteration 25Q: 3 clusters Score -174499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -174505.062500 Penalty: 3983.567139
	Iteration 26Q: 3 clusters Score -174505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -174510.062500 Penalty: 3983.567139
	Iteration 27Q: 3 clusters Score -174510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -174515.078125 Penalty: 3983.567139
	Iteration 28Q: 3 clusters Score -174515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -174520.468750 Penalty: 3983.567139
	Iteration 29Q: 3 clusters Score -174520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -174526.609375 Penalty: 3983.567139
	Iteration 30Q: 3 clusters Score -174526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -174530.984375 Penalty: 3983.567139
	Iteration 31Q: 3 clusters Score -174531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -174533.546875 Penalty: 3983.567139
	Iteration 32Q: 3 clusters Score -174533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -174540.578125 Penalty: 3983.567139
	Iteration 33Q: 3 clusters Score -174540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -174543.375000 Penalty: 3983.567139
	Iteration 34Q: 3 clusters Score -174543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -174545.953125 Penalty: 3983.567139
	Iteration 35Q: 3 clusters Score -174546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -174547.000000 Penalty: 3983.567139
	Iteration 36Q: 3 clusters Score -174547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -174547.500000 Penalty: 3983.567139
	Iteration 37Q: 3 clusters Score -174547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -174547.500000 Penalty: 3983.567139
	Iteration 38F: 3 clusters Score -174547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 22211 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Entering Unmasked Estep 
Score: -51113896.000000 Penalty: 142860.656250
Splitting cluster 22 changes total score from -51097884.000000 to -51113896.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 23 (22211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Entering Unmasked Estep 
Score: -1816775.500000 Penalty: 2482.069092
	Iteration 0F: 2 clusters Score -1816776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1801364.250000 Penalty: 4964.138184
	Iteration 0F: 3 clusters Score -1801364 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1806865.375000 Penalty: 4964.138184
	Iteration 1F: 3 clusters Score -1806865 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1807701.375000 Penalty: 4964.138184
	Iteration 2F: 3 clusters Score -1807701 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1808615.750000 Penalty: 4964.138184
	Iteration 3F: 3 clusters Score -1808616 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1809817.625000 Penalty: 4964.138184
	Iteration 4F: 3 clusters Score -1809818 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1811058.250000 Penalty: 4964.138184
	Iteration 5F: 3 clusters Score -1811058 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1812045.000000 Penalty: 4964.138184
	Iteration 6F: 3 clusters Score -1812045 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1812703.750000 Penalty: 4964.138184
	Iteration 7F: 3 clusters Score -1812704 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1813101.000000 Penalty: 4964.138184
	Iteration 8Q: 3 clusters Score -1813101 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1813351.375000 Penalty: 4964.138184
	Iteration 9Q: 3 clusters Score -1813351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1813579.250000 Penalty: 4964.138184
	Iteration 10Q: 3 clusters Score -1813579 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1813796.250000 Penalty: 4964.138184
	Iteration 11Q: 3 clusters Score -1813796 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1814041.500000 Penalty: 4964.138184
	Iteration 12Q: 3 clusters Score -1814042 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1814323.125000 Penalty: 4964.138184
	Iteration 13Q: 3 clusters Score -1814323 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1814685.125000 Penalty: 4964.138184
	Iteration 14Q: 3 clusters Score -1814685 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1815113.500000 Penalty: 4964.138184
	Iteration 15Q: 3 clusters Score -1815114 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1815556.125000 Penalty: 4964.138184
	Iteration 16Q: 3 clusters Score -1815556 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1815910.500000 Penalty: 4964.138184
	Iteration 17Q: 3 clusters Score -1815910 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1816119.750000 Penalty: 4964.138184
	Iteration 18Q: 3 clusters Score -1816120 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1816277.500000 Penalty: 4964.138184
	Iteration 19Q: 3 clusters Score -1816278 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1816402.625000 Penalty: 4964.138184
	Iteration 20F: 3 clusters Score -1816403 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1816486.625000 Penalty: 4964.138184
	Iteration 21Q: 3 clusters Score -1816487 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1816533.750000 Penalty: 4964.138184
	Iteration 22Q: 3 clusters Score -1816534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1816582.625000 Penalty: 4964.138184
	Iteration 23Q: 3 clusters Score -1816583 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1816622.250000 Penalty: 4964.138184
	Iteration 24Q: 3 clusters Score -1816622 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1816662.250000 Penalty: 4964.138184
	Iteration 25Q: 3 clusters Score -1816662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1816700.125000 Penalty: 4964.138184
	Iteration 26Q: 3 clusters Score -1816700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1816737.500000 Penalty: 4964.138184
	Iteration 27Q: 3 clusters Score -1816738 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1816772.375000 Penalty: 4964.138184
	Iteration 28Q: 3 clusters Score -1816772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1816809.875000 Penalty: 4964.138184
	Iteration 29Q: 3 clusters Score -1816810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1816835.750000 Penalty: 4964.138184
	Iteration 30Q: 3 clusters Score -1816836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1816857.625000 Penalty: 4964.138184
	Iteration 31Q: 3 clusters Score -1816858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1816881.500000 Penalty: 4964.138184
	Iteration 32Q: 3 clusters Score -1816882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1816899.625000 Penalty: 4964.138184
	Iteration 33Q: 3 clusters Score -1816900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1816916.875000 Penalty: 4964.138184
	Iteration 34Q: 3 clusters Score -1816917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1816936.500000 Penalty: 4964.138184
	Iteration 35Q: 3 clusters Score -1816936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1816948.125000 Penalty: 4964.138184
	Iteration 36Q: 3 clusters Score -1816948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1816957.750000 Penalty: 4964.138184
	Iteration 37Q: 3 clusters Score -1816958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1816966.250000 Penalty: 4964.138184
	Iteration 38Q: 3 clusters Score -1816966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1816970.375000 Penalty: 4964.138184
	Iteration 39Q: 3 clusters Score -1816970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1816981.500000 Penalty: 4964.138184
	Iteration 40F: 3 clusters Score -1816982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1816997.625000 Penalty: 4964.138184
	Iteration 41Q: 3 clusters Score -1816998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1817004.750000 Penalty: 4964.138184
	Iteration 42Q: 3 clusters Score -1817005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1817016.875000 Penalty: 4964.138184
	Iteration 43Q: 3 clusters Score -1817017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1817021.250000 Penalty: 4964.138184
	Iteration 44Q: 3 clusters Score -1817021 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1817030.625000 Penalty: 4964.138184
	Iteration 45Q: 3 clusters Score -1817031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1817030.250000 Penalty: 4964.138184
	Iteration 46Q: 3 clusters Score -1817030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1817029.500000 Penalty: 4964.138184
	Iteration 47Q: 3 clusters Score -1817030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1817033.125000 Penalty: 4964.138184
	Iteration 48Q: 3 clusters Score -1817033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1817030.875000 Penalty: 4964.138184
	Iteration 49Q: 3 clusters Score -1817031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1817031.875000 Penalty: 4964.138184
	Iteration 50Q: 3 clusters Score -1817032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1817031.250000 Penalty: 4964.138184
	Iteration 51Q: 3 clusters Score -1817031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1817035.000000 Penalty: 4964.138184
	Iteration 52Q: 3 clusters Score -1817035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1817032.000000 Penalty: 4964.138184
	Iteration 53Q: 3 clusters Score -1817032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1817031.375000 Penalty: 4964.138184
	Iteration 54Q: 3 clusters Score -1817031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1817034.875000 Penalty: 4964.138184
	Iteration 55Q: 3 clusters Score -1817035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1817040.000000 Penalty: 4964.138184
	Iteration 56Q: 3 clusters Score -1817040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1817036.375000 Penalty: 4964.138184
	Iteration 57Q: 3 clusters Score -1817036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1817035.875000 Penalty: 4964.138184
	Iteration 58Q: 3 clusters Score -1817036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1817038.750000 Penalty: 4964.138184
	Iteration 59Q: 3 clusters Score -1817039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1817037.750000 Penalty: 4964.138184
	Iteration 60F: 3 clusters Score -1817038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1817040.625000 Penalty: 4964.138184
	Iteration 61Q: 3 clusters Score -1817041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1817039.625000 Penalty: 4964.138184
	Iteration 62Q: 3 clusters Score -1817040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1817037.375000 Penalty: 4964.138184
	Iteration 63Q: 3 clusters Score -1817037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1817039.875000 Penalty: 4964.138184
	Iteration 64Q: 3 clusters Score -1817040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1817039.875000 Penalty: 4964.138184
	Iteration 65F: 3 clusters Score -1817040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 46537 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Entering Unmasked Estep 
Score: -51113416.000000 Penalty: 146183.000000
Splitting cluster 23 changes total score from -51097884.000000 to -51113416.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 24 (46537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Entering Unmasked Estep 
Score: -3956901.000000 Penalty: 2665.504639
	Iteration 0F: 2 clusters Score -3956901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3925517.000000 Penalty: 5331.009277
	Iteration 0F: 3 clusters Score -3925517 nChanged 21362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3937446.000000 Penalty: 5331.009277
	Iteration 1F: 3 clusters Score -3937446 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3938313.500000 Penalty: 5331.009277
	Iteration 2Q: 3 clusters Score -3938314 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3939371.250000 Penalty: 5331.009277
	Iteration 3F: 3 clusters Score -3939371 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3940811.500000 Penalty: 5331.009277
	Iteration 4F: 3 clusters Score -3940812 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3942718.250000 Penalty: 5331.009277
	Iteration 5F: 3 clusters Score -3942718 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3944679.000000 Penalty: 5331.009277
	Iteration 6F: 3 clusters Score -3944679 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3946261.750000 Penalty: 5331.009277
	Iteration 7F: 3 clusters Score -3946262 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3947377.500000 Penalty: 5331.009277
	Iteration 8Q: 3 clusters Score -3947378 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3948141.750000 Penalty: 5331.009277
	Iteration 9Q: 3 clusters Score -3948142 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3948709.500000 Penalty: 5331.009277
	Iteration 10Q: 3 clusters Score -3948710 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3949179.250000 Penalty: 5331.009277
	Iteration 11Q: 3 clusters Score -3949179 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3949626.750000 Penalty: 5331.009277
	Iteration 12Q: 3 clusters Score -3949627 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3950024.000000 Penalty: 5331.009277
	Iteration 13Q: 3 clusters Score -3950024 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3950367.750000 Penalty: 5331.009277
	Iteration 14Q: 3 clusters Score -3950368 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3950695.750000 Penalty: 5331.009277
	Iteration 15Q: 3 clusters Score -3950696 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3950989.500000 Penalty: 5331.009277
	Iteration 16Q: 3 clusters Score -3950990 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3951258.500000 Penalty: 5331.009277
	Iteration 17Q: 3 clusters Score -3951258 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3951520.750000 Penalty: 5331.009277
	Iteration 18Q: 3 clusters Score -3951521 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3951855.000000 Penalty: 5331.009277
	Iteration 19Q: 3 clusters Score -3951855 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3952225.250000 Penalty: 5331.009277
	Iteration 20F: 3 clusters Score -3952225 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3952652.750000 Penalty: 5331.009277
	Iteration 21Q: 3 clusters Score -3952653 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3953327.500000 Penalty: 5331.009277
	Iteration 22Q: 3 clusters Score -3953328 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3954372.500000 Penalty: 5331.009277
	Iteration 23Q: 3 clusters Score -3954372 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3955455.500000 Penalty: 5331.009277
	Iteration 24Q: 3 clusters Score -3955456 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3956162.750000 Penalty: 5331.009277
	Iteration 25Q: 3 clusters Score -3956163 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3956568.000000 Penalty: 5331.009277
	Iteration 26Q: 3 clusters Score -3956568 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3956859.750000 Penalty: 5331.009277
	Iteration 27Q: 3 clusters Score -3956860 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3957074.250000 Penalty: 5331.009277
	Iteration 28Q: 3 clusters Score -3957074 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3957262.750000 Penalty: 5331.009277
	Iteration 29Q: 3 clusters Score -3957263 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3957429.000000 Penalty: 5331.009277
	Iteration 30Q: 3 clusters Score -3957429 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3957599.500000 Penalty: 5331.009277
	Iteration 31Q: 3 clusters Score -3957600 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3957736.500000 Penalty: 5331.009277
	Iteration 32Q: 3 clusters Score -3957736 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3957858.250000 Penalty: 5331.009277
	Iteration 33Q: 3 clusters Score -3957858 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3957976.000000 Penalty: 5331.009277
	Iteration 34Q: 3 clusters Score -3957976 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3958096.250000 Penalty: 5331.009277
	Iteration 35Q: 3 clusters Score -3958096 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -3958164.000000 Penalty: 5331.009277
	Iteration 36Q: 3 clusters Score -3958164 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -3958236.750000 Penalty: 5331.009277
	Iteration 37Q: 3 clusters Score -3958237 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3958294.750000 Penalty: 5331.009277
	Iteration 38Q: 3 clusters Score -3958295 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3958343.500000 Penalty: 5331.009277
	Iteration 39Q: 3 clusters Score -3958344 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3958374.500000 Penalty: 5331.009277
	Iteration 40F: 3 clusters Score -3958374 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3958427.000000 Penalty: 5331.009277
	Iteration 41Q: 3 clusters Score -3958427 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3958460.500000 Penalty: 5331.009277
	Iteration 42Q: 3 clusters Score -3958460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3958466.750000 Penalty: 5331.009277
	Iteration 43Q: 3 clusters Score -3958467 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3958483.000000 Penalty: 5331.009277
	Iteration 44Q: 3 clusters Score -3958483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3958503.000000 Penalty: 5331.009277
	Iteration 45Q: 3 clusters Score -3958503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3958506.500000 Penalty: 5331.009277
	Iteration 46Q: 3 clusters Score -3958506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3958512.750000 Penalty: 5331.009277
	Iteration 47Q: 3 clusters Score -3958513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3958510.000000 Penalty: 5331.009277
	Iteration 48Q: 3 clusters Score -3958510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3958508.250000 Penalty: 5331.009277
	Iteration 49Q: 3 clusters Score -3958508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3958509.500000 Penalty: 5331.009277
	Iteration 50Q: 3 clusters Score -3958510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3958517.250000 Penalty: 5331.009277
	Iteration 51Q: 3 clusters Score -3958517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3958518.750000 Penalty: 5331.009277
	Iteration 52Q: 3 clusters Score -3958519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3958526.250000 Penalty: 5331.009277
	Iteration 53Q: 3 clusters Score -3958526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3958527.500000 Penalty: 5331.009277
	Iteration 54Q: 3 clusters Score -3958528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3958535.250000 Penalty: 5331.009277
	Iteration 55Q: 3 clusters Score -3958535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3958535.000000 Penalty: 5331.009277
	Iteration 56Q: 3 clusters Score -3958535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3958539.500000 Penalty: 5331.009277
	Iteration 57Q: 3 clusters Score -3958540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3958531.500000 Penalty: 5331.009277
	Iteration 58Q: 3 clusters Score -3958532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3958541.500000 Penalty: 5331.009277
	Iteration 59Q: 3 clusters Score -3958542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3958536.750000 Penalty: 5331.009277
	Iteration 60F: 3 clusters Score -3958537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3958529.750000 Penalty: 5331.009277
	Iteration 61Q: 3 clusters Score -3958530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3958532.000000 Penalty: 5331.009277
	Iteration 62Q: 3 clusters Score -3958532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3958526.000000 Penalty: 5331.009277
	Iteration 63Q: 3 clusters Score -3958526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3958527.500000 Penalty: 5331.009277
	Iteration 64Q: 3 clusters Score -3958528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3958530.250000 Penalty: 5331.009277
	Iteration 65Q: 3 clusters Score -3958530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3958528.250000 Penalty: 5331.009277
	Iteration 66Q: 3 clusters Score -3958528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3958533.500000 Penalty: 5331.009277
	Iteration 67Q: 3 clusters Score -3958534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3958533.750000 Penalty: 5331.009277
	Iteration 68Q: 3 clusters Score -3958534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3958531.500000 Penalty: 5331.009277
	Iteration 69Q: 3 clusters Score -3958532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3958537.500000 Penalty: 5331.009277
	Iteration 70Q: 3 clusters Score -3958538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3958542.000000 Penalty: 5331.009277
	Iteration 71Q: 3 clusters Score -3958542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3958542.000000 Penalty: 5331.009277
	Iteration 72Q: 3 clusters Score -3958542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3958543.000000 Penalty: 5331.009277
	Iteration 73Q: 3 clusters Score -3958543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3958542.750000 Penalty: 5331.009277
	Iteration 74Q: 3 clusters Score -3958543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3958542.750000 Penalty: 5331.009277
	Iteration 75F: 3 clusters Score -3958543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 31961 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Entering Unmasked Estep 
Score: -51114160.000000 Penalty: 149505.343750
Splitting cluster 24 changes total score from -51097884.000000 to -51114160.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (31961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Entering Unmasked Estep 
Score: -2601403.000000 Penalty: 2572.323242
	Iteration 0F: 2 clusters Score -2601403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2579569.250000 Penalty: 5144.646484
	Iteration 0F: 3 clusters Score -2579569 nChanged 14496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2588067.500000 Penalty: 5144.646484
	Iteration 1F: 3 clusters Score -2588068 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2589620.250000 Penalty: 5144.646484
	Iteration 2F: 3 clusters Score -2589620 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2591891.750000 Penalty: 5144.646484
	Iteration 3F: 3 clusters Score -2591892 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2594323.000000 Penalty: 5144.646484
	Iteration 4F: 3 clusters Score -2594323 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2596120.250000 Penalty: 5144.646484
	Iteration 5F: 3 clusters Score -2596120 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2597320.750000 Penalty: 5144.646484
	Iteration 6F: 3 clusters Score -2597321 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2598134.750000 Penalty: 5144.646484
	Iteration 7Q: 3 clusters Score -2598135 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2598743.750000 Penalty: 5144.646484
	Iteration 8Q: 3 clusters Score -2598744 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2599242.250000 Penalty: 5144.646484
	Iteration 9Q: 3 clusters Score -2599242 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2599670.000000 Penalty: 5144.646484
	Iteration 10Q: 3 clusters Score -2599670 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2600078.500000 Penalty: 5144.646484
	Iteration 11Q: 3 clusters Score -2600078 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2600428.750000 Penalty: 5144.646484
	Iteration 12Q: 3 clusters Score -2600429 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2600819.500000 Penalty: 5144.646484
	Iteration 13Q: 3 clusters Score -2600820 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2601185.250000 Penalty: 5144.646484
	Iteration 14Q: 3 clusters Score -2601185 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2601509.750000 Penalty: 5144.646484
	Iteration 15Q: 3 clusters Score -2601510 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2601821.500000 Penalty: 5144.646484
	Iteration 16Q: 3 clusters Score -2601822 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2602108.750000 Penalty: 5144.646484
	Iteration 17Q: 3 clusters Score -2602109 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2602332.500000 Penalty: 5144.646484
	Iteration 18Q: 3 clusters Score -2602332 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2602515.250000 Penalty: 5144.646484
	Iteration 19Q: 3 clusters Score -2602515 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2602686.250000 Penalty: 5144.646484
	Iteration 20F: 3 clusters Score -2602686 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2602800.250000 Penalty: 5144.646484
	Iteration 21Q: 3 clusters Score -2602800 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2602927.500000 Penalty: 5144.646484
	Iteration 22Q: 3 clusters Score -2602928 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2603037.000000 Penalty: 5144.646484
	Iteration 23Q: 3 clusters Score -2603037 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2603152.000000 Penalty: 5144.646484
	Iteration 24Q: 3 clusters Score -2603152 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2603243.750000 Penalty: 5144.646484
	Iteration 25Q: 3 clusters Score -2603244 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2603323.250000 Penalty: 5144.646484
	Iteration 26Q: 3 clusters Score -2603323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2603405.500000 Penalty: 5144.646484
	Iteration 27Q: 3 clusters Score -2603406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2603486.000000 Penalty: 5144.646484
	Iteration 28Q: 3 clusters Score -2603486 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2603558.750000 Penalty: 5144.646484
	Iteration 29Q: 3 clusters Score -2603559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2603642.750000 Penalty: 5144.646484
	Iteration 30Q: 3 clusters Score -2603643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2603734.500000 Penalty: 5144.646484
	Iteration 31Q: 3 clusters Score -2603734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2603815.750000 Penalty: 5144.646484
	Iteration 32Q: 3 clusters Score -2603816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2603881.500000 Penalty: 5144.646484
	Iteration 33Q: 3 clusters Score -2603882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2603899.500000 Penalty: 5144.646484
	Iteration 34Q: 3 clusters Score -2603900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2603917.250000 Penalty: 5144.646484
	Iteration 35Q: 3 clusters Score -2603917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2603930.750000 Penalty: 5144.646484
	Iteration 36Q: 3 clusters Score -2603931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2603938.000000 Penalty: 5144.646484
	Iteration 37Q: 3 clusters Score -2603938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2603949.750000 Penalty: 5144.646484
	Iteration 38Q: 3 clusters Score -2603950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2603952.750000 Penalty: 5144.646484
	Iteration 39Q: 3 clusters Score -2603953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2603955.000000 Penalty: 5144.646484
	Iteration 40F: 3 clusters Score -2603955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2603957.000000 Penalty: 5144.646484
	Iteration 41Q: 3 clusters Score -2603957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2603961.250000 Penalty: 5144.646484
	Iteration 42Q: 3 clusters Score -2603961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2603962.000000 Penalty: 5144.646484
	Iteration 43Q: 3 clusters Score -2603962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2603962.000000 Penalty: 5144.646484
	Iteration 44Q: 3 clusters Score -2603962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2603961.750000 Penalty: 5144.646484
	Iteration 45Q: 3 clusters Score -2603962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2603961.000000 Penalty: 5144.646484
	Iteration 46Q: 3 clusters Score -2603961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2603959.000000 Penalty: 5144.646484
	Iteration 47Q: 3 clusters Score -2603959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2603959.750000 Penalty: 5144.646484
	Iteration 48Q: 3 clusters Score -2603960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2603959.750000 Penalty: 5144.646484
	Iteration 49F: 3 clusters Score -2603960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 15164 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Entering Unmasked Estep 
Score: -51116056.000000 Penalty: 152827.687500
Splitting cluster 25 changes total score from -51097884.000000 to -51116056.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (15164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Entering Unmasked Estep 
Score: -1225039.125000 Penalty: 2387.416504
	Iteration 0F: 2 clusters Score -1225039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1214210.250000 Penalty: 4774.833008
	Iteration 0F: 3 clusters Score -1214210 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1217809.500000 Penalty: 4774.833008
	Iteration 1F: 3 clusters Score -1217810 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1218427.125000 Penalty: 4774.833008
	Iteration 2F: 3 clusters Score -1218427 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1219168.500000 Penalty: 4774.833008
	Iteration 3F: 3 clusters Score -1219168 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1219916.750000 Penalty: 4774.833008
	Iteration 4F: 3 clusters Score -1219917 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1220562.750000 Penalty: 4774.833008
	Iteration 5F: 3 clusters Score -1220563 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1221103.625000 Penalty: 4774.833008
	Iteration 6F: 3 clusters Score -1221104 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1221465.375000 Penalty: 4774.833008
	Iteration 7Q: 3 clusters Score -1221465 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1221730.500000 Penalty: 4774.833008
	Iteration 8Q: 3 clusters Score -1221730 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1221896.250000 Penalty: 4774.833008
	Iteration 9Q: 3 clusters Score -1221896 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1222004.125000 Penalty: 4774.833008
	Iteration 10Q: 3 clusters Score -1222004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1222086.750000 Penalty: 4774.833008
	Iteration 11Q: 3 clusters Score -1222087 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1222172.250000 Penalty: 4774.833008
	Iteration 12Q: 3 clusters Score -1222172 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1222244.500000 Penalty: 4774.833008
	Iteration 13Q: 3 clusters Score -1222244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1222312.875000 Penalty: 4774.833008
	Iteration 14Q: 3 clusters Score -1222313 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1222395.125000 Penalty: 4774.833008
	Iteration 15Q: 3 clusters Score -1222395 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1222508.250000 Penalty: 4774.833008
	Iteration 16Q: 3 clusters Score -1222508 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1222614.875000 Penalty: 4774.833008
	Iteration 17Q: 3 clusters Score -1222615 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1222726.875000 Penalty: 4774.833008
	Iteration 18Q: 3 clusters Score -1222727 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1222870.625000 Penalty: 4774.833008
	Iteration 19Q: 3 clusters Score -1222871 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1223088.875000 Penalty: 4774.833008
	Iteration 20F: 3 clusters Score -1223089 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1223500.375000 Penalty: 4774.833008
	Iteration 21Q: 3 clusters Score -1223500 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1224339.250000 Penalty: 4774.833008
	Iteration 22Q: 3 clusters Score -1224339 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1225491.375000 Penalty: 4774.833008
	Iteration 23Q: 3 clusters Score -1225491 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1226387.625000 Penalty: 4774.833008
	Iteration 24Q: 3 clusters Score -1226388 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1227035.500000 Penalty: 4774.833008
	Iteration 25Q: 3 clusters Score -1227036 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1227368.375000 Penalty: 4774.833008
	Iteration 26Q: 3 clusters Score -1227368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1227447.625000 Penalty: 4774.833008
	Iteration 27Q: 3 clusters Score -1227448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1227465.125000 Penalty: 4774.833008
	Iteration 28Q: 3 clusters Score -1227465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1227467.500000 Penalty: 4774.833008
	Iteration 29Q: 3 clusters Score -1227468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1227469.750000 Penalty: 4774.833008
	Iteration 30Q: 3 clusters Score -1227470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1227472.750000 Penalty: 4774.833008
	Iteration 31Q: 3 clusters Score -1227473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1227473.000000 Penalty: 4774.833008
	Iteration 32Q: 3 clusters Score -1227473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1227477.125000 Penalty: 4774.833008
	Iteration 33Q: 3 clusters Score -1227477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1227479.875000 Penalty: 4774.833008
	Iteration 34Q: 3 clusters Score -1227480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1227483.750000 Penalty: 4774.833008
	Iteration 35F: 3 clusters Score -1227484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1227485.500000 Penalty: 4774.833008
	Iteration 36Q: 3 clusters Score -1227486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1227486.750000 Penalty: 4774.833008
	Iteration 37Q: 3 clusters Score -1227487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1227485.500000 Penalty: 4774.833008
	Iteration 38Q: 3 clusters Score -1227486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1227485.500000 Penalty: 4774.833008
	Iteration 39F: 3 clusters Score -1227486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 10653 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Mstep: Class 47 contains 3625 members 
Entering Unmasked Estep 
Score: -51117504.000000 Penalty: 156150.015625
Splitting cluster 26 changes total score from -51097884.000000 to -51117504.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 27 (10653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Entering Unmasked Estep 
Score: -854392.375000 Penalty: 2299.852051
	Iteration 0F: 2 clusters Score -854392.4 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 5319 members 
Entering Unmasked Estep 
Score: -846447.875000 Penalty: 4599.704102
	Iteration 0F: 3 clusters Score -846447.9 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -849095.187500 Penalty: 4599.704102
	Iteration 1F: 3 clusters Score -849095.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -849775.937500 Penalty: 4599.704102
	Iteration 2F: 3 clusters Score -849775.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -850413.000000 Penalty: 4599.704102
	Iteration 3F: 3 clusters Score -850413 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -850958.750000 Penalty: 4599.704102
	Iteration 4F: 3 clusters Score -850958.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -851469.125000 Penalty: 4599.704102
	Iteration 5F: 3 clusters Score -851469.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -851861.500000 Penalty: 4599.704102
	Iteration 6F: 3 clusters Score -851861.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -852159.562500 Penalty: 4599.704102
	Iteration 7Q: 3 clusters Score -852159.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -852410.812500 Penalty: 4599.704102
	Iteration 8Q: 3 clusters Score -852410.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -852577.125000 Penalty: 4599.704102
	Iteration 9Q: 3 clusters Score -852577.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -852692.375000 Penalty: 4599.704102
	Iteration 10Q: 3 clusters Score -852692.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -852788.000000 Penalty: 4599.704102
	Iteration 11Q: 3 clusters Score -852788 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -852879.000000 Penalty: 4599.704102
	Iteration 12Q: 3 clusters Score -852879 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -852953.062500 Penalty: 4599.704102
	Iteration 13Q: 3 clusters Score -852953.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -853009.875000 Penalty: 4599.704102
	Iteration 14Q: 3 clusters Score -853009.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -853051.687500 Penalty: 4599.704102
	Iteration 15Q: 3 clusters Score -853051.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -853090.437500 Penalty: 4599.704102
	Iteration 16Q: 3 clusters Score -853090.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -853129.750000 Penalty: 4599.704102
	Iteration 17Q: 3 clusters Score -853129.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -853161.625000 Penalty: 4599.704102
	Iteration 18Q: 3 clusters Score -853161.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -853196.375000 Penalty: 4599.704102
	Iteration 19Q: 3 clusters Score -853196.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -853236.937500 Penalty: 4599.704102
	Iteration 20F: 3 clusters Score -853236.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -853288.937500 Penalty: 4599.704102
	Iteration 21Q: 3 clusters Score -853288.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -853367.625000 Penalty: 4599.704102
	Iteration 22Q: 3 clusters Score -853367.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -853467.000000 Penalty: 4599.704102
	Iteration 23Q: 3 clusters Score -853467 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -853574.312500 Penalty: 4599.704102
	Iteration 24Q: 3 clusters Score -853574.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -853669.312500 Penalty: 4599.704102
	Iteration 25Q: 3 clusters Score -853669.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -853758.875000 Penalty: 4599.704102
	Iteration 26Q: 3 clusters Score -853758.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -853844.062500 Penalty: 4599.704102
	Iteration 27Q: 3 clusters Score -853844.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -853950.500000 Penalty: 4599.704102
	Iteration 28Q: 3 clusters Score -853950.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -854021.062500 Penalty: 4599.704102
	Iteration 29Q: 3 clusters Score -854021.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -854078.937500 Penalty: 4599.704102
	Iteration 30Q: 3 clusters Score -854078.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -854135.812500 Penalty: 4599.704102
	Iteration 31Q: 3 clusters Score -854135.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -854188.437500 Penalty: 4599.704102
	Iteration 32Q: 3 clusters Score -854188.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -854234.500000 Penalty: 4599.704102
	Iteration 33Q: 3 clusters Score -854234.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -854269.625000 Penalty: 4599.704102
	Iteration 34Q: 3 clusters Score -854269.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -854317.125000 Penalty: 4599.704102
	Iteration 35Q: 3 clusters Score -854317.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -854360.000000 Penalty: 4599.704102
	Iteration 36Q: 3 clusters Score -854360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -854383.687500 Penalty: 4599.704102
	Iteration 37Q: 3 clusters Score -854383.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -854405.750000 Penalty: 4599.704102
	Iteration 38Q: 3 clusters Score -854405.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -854416.312500 Penalty: 4599.704102
	Iteration 39Q: 3 clusters Score -854416.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -854436.062500 Penalty: 4599.704102
	Iteration 40F: 3 clusters Score -854436.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -854444.125000 Penalty: 4599.704102
	Iteration 41Q: 3 clusters Score -854444.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -854454.750000 Penalty: 4599.704102
	Iteration 42Q: 3 clusters Score -854454.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -854471.312500 Penalty: 4599.704102
	Iteration 43Q: 3 clusters Score -854471.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -854487.562500 Penalty: 4599.704102
	Iteration 44Q: 3 clusters Score -854487.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -854495.687500 Penalty: 4599.704102
	Iteration 45Q: 3 clusters Score -854495.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -854501.437500 Penalty: 4599.704102
	Iteration 46Q: 3 clusters Score -854501.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -854511.312500 Penalty: 4599.704102
	Iteration 47Q: 3 clusters Score -854511.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -854510.375000 Penalty: 4599.704102
	Iteration 48Q: 3 clusters Score -854510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -854512.375000 Penalty: 4599.704102
	Iteration 49Q: 3 clusters Score -854512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -854513.000000 Penalty: 4599.704102
	Iteration 50Q: 3 clusters Score -854513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -854515.562500 Penalty: 4599.704102
	Iteration 51Q: 3 clusters Score -854515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -854515.562500 Penalty: 4599.704102
	Iteration 52F: 3 clusters Score -854515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Mstep: Class 47 contains 3625 members 
Mstep: Class 48 contains 6795 members 
Entering Unmasked Estep 
Score: -51116456.000000 Penalty: 159472.359375
Splitting cluster 27 changes total score from -51097884.000000 to -51116456.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -84794.609375 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -84794.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82824.445312 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -82824.45 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83201.367188 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -83201.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83498.789062 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -83498.79 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83941.226562 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -83941.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84379.718750 Penalty: 3476.666748
	Iteration 4F: 3 clusters Score -84379.72 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84745.406250 Penalty: 3476.666748
	Iteration 5F: 3 clusters Score -84745.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84962.835938 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -84962.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85024.835938 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -85024.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85044.601562 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -85044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85053.867188 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -85053.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85057.156250 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -85057.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85058.296875 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -85058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85058.296875 Penalty: 3476.666748
	Iteration 12F: 3 clusters Score -85058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 650 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Mstep: Class 47 contains 3625 members 
Mstep: Class 48 contains 6795 members 
Mstep: Class 49 contains 457 members 
Entering Unmasked Estep 
Score: -51115208.000000 Penalty: 162794.703125
Splitting cluster 28 changes total score from -51097884.000000 to -51115208.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 29 (56411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Entering Unmasked Estep 
Score: -4561906.000000 Penalty: 2713.223877
	Iteration 0F: 2 clusters Score -4561906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4523912.000000 Penalty: 5426.447754
	Iteration 0F: 3 clusters Score -4523912 nChanged 26172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4538741.000000 Penalty: 5426.447754
	Iteration 1F: 3 clusters Score -4538741 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -4539396.500000 Penalty: 5426.447754
	Iteration 2Q: 3 clusters Score -4539396 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4540085.500000 Penalty: 5426.447754
	Iteration 3Q: 3 clusters Score -4540086 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4540974.500000 Penalty: 5426.447754
	Iteration 4Q: 3 clusters Score -4540974 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4542404.000000 Penalty: 5426.447754
	Iteration 5Q: 3 clusters Score -4542404 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4544499.000000 Penalty: 5426.447754
	Iteration 6F: 3 clusters Score -4544499 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4547179.500000 Penalty: 5426.447754
	Iteration 7F: 3 clusters Score -4547180 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4549963.000000 Penalty: 5426.447754
	Iteration 8F: 3 clusters Score -4549963 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4552375.000000 Penalty: 5426.447754
	Iteration 9F: 3 clusters Score -4552375 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4554254.000000 Penalty: 5426.447754
	Iteration 10Q: 3 clusters Score -4554254 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4555477.500000 Penalty: 5426.447754
	Iteration 11Q: 3 clusters Score -4555478 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4556276.500000 Penalty: 5426.447754
	Iteration 12Q: 3 clusters Score -4556276 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -4556869.500000 Penalty: 5426.447754
	Iteration 13Q: 3 clusters Score -4556870 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4557213.500000 Penalty: 5426.447754
	Iteration 14Q: 3 clusters Score -4557214 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4557508.000000 Penalty: 5426.447754
	Iteration 15Q: 3 clusters Score -4557508 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4557710.000000 Penalty: 5426.447754
	Iteration 16Q: 3 clusters Score -4557710 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4557900.500000 Penalty: 5426.447754
	Iteration 17Q: 3 clusters Score -4557900 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4558032.000000 Penalty: 5426.447754
	Iteration 18Q: 3 clusters Score -4558032 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4558177.500000 Penalty: 5426.447754
	Iteration 19Q: 3 clusters Score -4558178 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4558321.000000 Penalty: 5426.447754
	Iteration 20F: 3 clusters Score -4558321 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4558469.500000 Penalty: 5426.447754
	Iteration 21Q: 3 clusters Score -4558470 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4558630.000000 Penalty: 5426.447754
	Iteration 22Q: 3 clusters Score -4558630 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4558758.000000 Penalty: 5426.447754
	Iteration 23Q: 3 clusters Score -4558758 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4558871.000000 Penalty: 5426.447754
	Iteration 24Q: 3 clusters Score -4558871 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4559009.500000 Penalty: 5426.447754
	Iteration 25Q: 3 clusters Score -4559010 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4559114.000000 Penalty: 5426.447754
	Iteration 26Q: 3 clusters Score -4559114 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4559209.500000 Penalty: 5426.447754
	Iteration 27Q: 3 clusters Score -4559210 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4559298.500000 Penalty: 5426.447754
	Iteration 28Q: 3 clusters Score -4559298 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4559362.500000 Penalty: 5426.447754
	Iteration 29Q: 3 clusters Score -4559362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4559407.500000 Penalty: 5426.447754
	Iteration 30Q: 3 clusters Score -4559408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4559440.000000 Penalty: 5426.447754
	Iteration 31Q: 3 clusters Score -4559440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4559476.000000 Penalty: 5426.447754
	Iteration 32Q: 3 clusters Score -4559476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4559503.500000 Penalty: 5426.447754
	Iteration 33Q: 3 clusters Score -4559504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4559529.000000 Penalty: 5426.447754
	Iteration 34Q: 3 clusters Score -4559529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4559530.000000 Penalty: 5426.447754
	Iteration 35Q: 3 clusters Score -4559530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4559555.500000 Penalty: 5426.447754
	Iteration 36Q: 3 clusters Score -4559556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4559569.500000 Penalty: 5426.447754
	Iteration 37Q: 3 clusters Score -4559570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4559584.000000 Penalty: 5426.447754
	Iteration 38Q: 3 clusters Score -4559584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4559598.000000 Penalty: 5426.447754
	Iteration 39Q: 3 clusters Score -4559598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4559608.500000 Penalty: 5426.447754
	Iteration 40F: 3 clusters Score -4559608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4559616.000000 Penalty: 5426.447754
	Iteration 41Q: 3 clusters Score -4559616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4559631.000000 Penalty: 5426.447754
	Iteration 42Q: 3 clusters Score -4559631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4559641.000000 Penalty: 5426.447754
	Iteration 43Q: 3 clusters Score -4559641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4559653.500000 Penalty: 5426.447754
	Iteration 44Q: 3 clusters Score -4559654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4559656.500000 Penalty: 5426.447754
	Iteration 45Q: 3 clusters Score -4559656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4559665.000000 Penalty: 5426.447754
	Iteration 46Q: 3 clusters Score -4559665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4559673.000000 Penalty: 5426.447754
	Iteration 47Q: 3 clusters Score -4559673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4559676.000000 Penalty: 5426.447754
	Iteration 48Q: 3 clusters Score -4559676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4559688.000000 Penalty: 5426.447754
	Iteration 49Q: 3 clusters Score -4559688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4559708.000000 Penalty: 5426.447754
	Iteration 50Q: 3 clusters Score -4559708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4559724.500000 Penalty: 5426.447754
	Iteration 51Q: 3 clusters Score -4559724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4559725.500000 Penalty: 5426.447754
	Iteration 52Q: 3 clusters Score -4559726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4559735.500000 Penalty: 5426.447754
	Iteration 53Q: 3 clusters Score -4559736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4559739.000000 Penalty: 5426.447754
	Iteration 54Q: 3 clusters Score -4559739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4559745.000000 Penalty: 5426.447754
	Iteration 55Q: 3 clusters Score -4559745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4559743.500000 Penalty: 5426.447754
	Iteration 56Q: 3 clusters Score -4559744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4559757.000000 Penalty: 5426.447754
	Iteration 57Q: 3 clusters Score -4559757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4559755.000000 Penalty: 5426.447754
	Iteration 58Q: 3 clusters Score -4559755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4559757.500000 Penalty: 5426.447754
	Iteration 59Q: 3 clusters Score -4559758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4559761.500000 Penalty: 5426.447754
	Iteration 60F: 3 clusters Score -4559762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4559760.000000 Penalty: 5426.447754
	Iteration 61Q: 3 clusters Score -4559760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4559761.500000 Penalty: 5426.447754
	Iteration 62Q: 3 clusters Score -4559762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4559763.500000 Penalty: 5426.447754
	Iteration 63Q: 3 clusters Score -4559764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4559770.000000 Penalty: 5426.447754
	Iteration 64Q: 3 clusters Score -4559770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4559769.500000 Penalty: 5426.447754
	Iteration 65Q: 3 clusters Score -4559770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4559769.500000 Penalty: 5426.447754
	Iteration 66Q: 3 clusters Score -4559770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4559769.500000 Penalty: 5426.447754
	Iteration 67Q: 3 clusters Score -4559770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4559773.000000 Penalty: 5426.447754
	Iteration 68Q: 3 clusters Score -4559773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4559772.500000 Penalty: 5426.447754
	Iteration 69Q: 3 clusters Score -4559772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4559774.000000 Penalty: 5426.447754
	Iteration 70Q: 3 clusters Score -4559774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4559775.000000 Penalty: 5426.447754
	Iteration 71Q: 3 clusters Score -4559775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4559777.500000 Penalty: 5426.447754
	Iteration 72Q: 3 clusters Score -4559778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4559784.000000 Penalty: 5426.447754
	Iteration 73Q: 3 clusters Score -4559784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4559794.500000 Penalty: 5426.447754
	Iteration 74Q: 3 clusters Score -4559794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4559790.500000 Penalty: 5426.447754
	Iteration 75Q: 3 clusters Score -4559790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4559792.000000 Penalty: 5426.447754
	Iteration 76Q: 3 clusters Score -4559792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4559797.000000 Penalty: 5426.447754
	Iteration 77Q: 3 clusters Score -4559797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4559796.000000 Penalty: 5426.447754
	Iteration 78Q: 3 clusters Score -4559796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4559802.500000 Penalty: 5426.447754
	Iteration 79Q: 3 clusters Score -4559802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4559809.500000 Penalty: 5426.447754
	Iteration 80F: 3 clusters Score -4559810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4559817.500000 Penalty: 5426.447754
	Iteration 81Q: 3 clusters Score -4559818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4559819.000000 Penalty: 5426.447754
	Iteration 82Q: 3 clusters Score -4559819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4559818.500000 Penalty: 5426.447754
	Iteration 83Q: 3 clusters Score -4559818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4559817.000000 Penalty: 5426.447754
	Iteration 84Q: 3 clusters Score -4559817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4559818.000000 Penalty: 5426.447754
	Iteration 85Q: 3 clusters Score -4559818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4559819.000000 Penalty: 5426.447754
	Iteration 86Q: 3 clusters Score -4559819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4559818.000000 Penalty: 5426.447754
	Iteration 87Q: 3 clusters Score -4559818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4559818.500000 Penalty: 5426.447754
	Iteration 88Q: 3 clusters Score -4559818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4559824.000000 Penalty: 5426.447754
	Iteration 89Q: 3 clusters Score -4559824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4559827.500000 Penalty: 5426.447754
	Iteration 90Q: 3 clusters Score -4559828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4559826.000000 Penalty: 5426.447754
	Iteration 91Q: 3 clusters Score -4559826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4559824.000000 Penalty: 5426.447754
	Iteration 92Q: 3 clusters Score -4559824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4559823.500000 Penalty: 5426.447754
	Iteration 93Q: 3 clusters Score -4559824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4559823.500000 Penalty: 5426.447754
	Iteration 94F: 3 clusters Score -4559824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Entering Unmasked Estep 
Score: -1094951.500000 Penalty: 2359.012451
	Iteration 0F: 2 clusters Score -1094952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1084909.125000 Penalty: 4718.024902
	Iteration 0F: 3 clusters Score -1084909 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1088070.750000 Penalty: 4718.024902
	Iteration 1F: 3 clusters Score -1088071 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1088417.500000 Penalty: 4718.024902
	Iteration 2F: 3 clusters Score -1088418 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1088670.875000 Penalty: 4718.024902
	Iteration 3Q: 3 clusters Score -1088671 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1088877.750000 Penalty: 4718.024902
	Iteration 4Q: 3 clusters Score -1088878 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1089126.125000 Penalty: 4718.024902
	Iteration 5Q: 3 clusters Score -1089126 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1089433.250000 Penalty: 4718.024902
	Iteration 6Q: 3 clusters Score -1089433 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1089840.375000 Penalty: 4718.024902
	Iteration 7Q: 3 clusters Score -1089840 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1090315.250000 Penalty: 4718.024902
	Iteration 8Q: 3 clusters Score -1090315 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1090932.750000 Penalty: 4718.024902
	Iteration 9F: 3 clusters Score -1090933 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1091686.500000 Penalty: 4718.024902
	Iteration 10F: 3 clusters Score -1091686 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1092414.500000 Penalty: 4718.024902
	Iteration 11F: 3 clusters Score -1092414 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1092965.125000 Penalty: 4718.024902
	Iteration 12F: 3 clusters Score -1092965 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1093228.875000 Penalty: 4718.024902
	Iteration 13Q: 3 clusters Score -1093229 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1093363.750000 Penalty: 4718.024902
	Iteration 14Q: 3 clusters Score -1093364 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1093432.750000 Penalty: 4718.024902
	Iteration 15Q: 3 clusters Score -1093433 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1093483.000000 Penalty: 4718.024902
	Iteration 16Q: 3 clusters Score -1093483 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1093515.500000 Penalty: 4718.024902
	Iteration 17Q: 3 clusters Score -1093516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1093534.375000 Penalty: 4718.024902
	Iteration 18Q: 3 clusters Score -1093534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1093554.625000 Penalty: 4718.024902
	Iteration 19Q: 3 clusters Score -1093555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1093563.875000 Penalty: 4718.024902
	Iteration 20F: 3 clusters Score -1093564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1093568.625000 Penalty: 4718.024902
	Iteration 21Q: 3 clusters Score -1093569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1093573.375000 Penalty: 4718.024902
	Iteration 22Q: 3 clusters Score -1093573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1093575.250000 Penalty: 4718.024902
	Iteration 23Q: 3 clusters Score -1093575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1093574.500000 Penalty: 4718.024902
	Iteration 24Q: 3 clusters Score -1093574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1093576.625000 Penalty: 4718.024902
	Iteration 25Q: 3 clusters Score -1093577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1093577.250000 Penalty: 4718.024902
	Iteration 26Q: 3 clusters Score -1093577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1093578.750000 Penalty: 4718.024902
	Iteration 27Q: 3 clusters Score -1093579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1093578.125000 Penalty: 4718.024902
	Iteration 28Q: 3 clusters Score -1093578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1093577.750000 Penalty: 4718.024902
	Iteration 29Q: 3 clusters Score -1093578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1093577.750000 Penalty: 4718.024902
	Iteration 30F: 3 clusters Score -1093578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Entering Unmasked Estep 
Score: -269278.843750 Penalty: 2030.243164
	Iteration 0F: 2 clusters Score -269278.8 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 1792 members 
Entering Unmasked Estep 
Score: -265695.218750 Penalty: 4060.486328
	Iteration 0F: 3 clusters Score -265695.2 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -266825.437500 Penalty: 4060.486328
	Iteration 1F: 3 clusters Score -266825.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -267576.437500 Penalty: 4060.486328
	Iteration 2F: 3 clusters Score -267576.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -268309.343750 Penalty: 4060.486328
	Iteration 3F: 3 clusters Score -268309.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -269055.093750 Penalty: 4060.486328
	Iteration 4F: 3 clusters Score -269055.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -269689.250000 Penalty: 4060.486328
	Iteration 5F: 3 clusters Score -269689.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -270329.125000 Penalty: 4060.486328
	Iteration 6F: 3 clusters Score -270329.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -270691.218750 Penalty: 4060.486328
	Iteration 7Q: 3 clusters Score -270691.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -270791.250000 Penalty: 4060.486328
	Iteration 8Q: 3 clusters Score -270791.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270824.750000 Penalty: 4060.486328
	Iteration 9Q: 3 clusters Score -270824.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -270840.187500 Penalty: 4060.486328
	Iteration 10Q: 3 clusters Score -270840.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -270847.968750 Penalty: 4060.486328
	Iteration 11Q: 3 clusters Score -270848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -270851.156250 Penalty: 4060.486328
	Iteration 12Q: 3 clusters Score -270851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -270853.468750 Penalty: 4060.486328
	Iteration 13Q: 3 clusters Score -270853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -270856.031250 Penalty: 4060.486328
	Iteration 14Q: 3 clusters Score -270856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -270860.468750 Penalty: 4060.486328
	Iteration 15Q: 3 clusters Score -270860.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -270864.937500 Penalty: 4060.486328
	Iteration 16Q: 3 clusters Score -270864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -270870.156250 Penalty: 4060.486328
	Iteration 17Q: 3 clusters Score -270870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -270880.937500 Penalty: 4060.486328
	Iteration 18Q: 3 clusters Score -270880.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -270905.500000 Penalty: 4060.486328
	Iteration 19Q: 3 clusters Score -270905.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -270954.750000 Penalty: 4060.486328
	Iteration 20F: 3 clusters Score -270954.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271115.500000 Penalty: 4060.486328
	Iteration 21Q: 3 clusters Score -271115.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -271371.437500 Penalty: 4060.486328
	Iteration 22Q: 3 clusters Score -271371.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -271437.656250 Penalty: 4060.486328
	Iteration 23Q: 3 clusters Score -271437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -271447.250000 Penalty: 4060.486328
	Iteration 24Q: 3 clusters Score -271447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271447.875000 Penalty: 4060.486328
	Iteration 25Q: 3 clusters Score -271447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271447.875000 Penalty: 4060.486328
	Iteration 26F: 3 clusters Score -271447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 650 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 2385 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 4339 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Mstep: Class 47 contains 3625 members 
Mstep: Class 48 contains 6795 members 
Mstep: Class 49 contains 457 members 
Mstep: Class 50 contains 1207 members 
Entering Unmasked Estep 
Score: -51116068.000000 Penalty: 166117.046875
Splitting cluster 31 changes total score from -51097884.000000 to -51116068.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (60885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Entering Unmasked Estep 
Score: -5063353.500000 Penalty: 2732.151855
	Iteration 0F: 2 clusters Score -5063354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -5022517.500000 Penalty: 5464.303711
	Iteration 0F: 3 clusters Score -5022518 nChanged 28424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -5038641.000000 Penalty: 5464.303711
	Iteration 1F: 3 clusters Score -5038641 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5039686.000000 Penalty: 5464.303711
	Iteration 2Q: 3 clusters Score -5039686 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -5041009.500000 Penalty: 5464.303711
	Iteration 3Q: 3 clusters Score -5041010 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5042850.000000 Penalty: 5464.303711
	Iteration 4F: 3 clusters Score -5042850 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5045302.500000 Penalty: 5464.303711
	Iteration 5F: 3 clusters Score -5045302 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5047888.500000 Penalty: 5464.303711
	Iteration 6F: 3 clusters Score -5047888 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5050501.000000 Penalty: 5464.303711
	Iteration 7F: 3 clusters Score -5050501 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5052622.500000 Penalty: 5464.303711
	Iteration 8F: 3 clusters Score -5052622 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -5054225.500000 Penalty: 5464.303711
	Iteration 9Q: 3 clusters Score -5054226 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -5055538.500000 Penalty: 5464.303711
	Iteration 10Q: 3 clusters Score -5055538 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -5056623.500000 Penalty: 5464.303711
	Iteration 11Q: 3 clusters Score -5056624 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5057607.000000 Penalty: 5464.303711
	Iteration 12Q: 3 clusters Score -5057607 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5058488.000000 Penalty: 5464.303711
	Iteration 13Q: 3 clusters Score -5058488 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5059347.000000 Penalty: 5464.303711
	Iteration 14Q: 3 clusters Score -5059347 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5060001.000000 Penalty: 5464.303711
	Iteration 15Q: 3 clusters Score -5060001 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -5060477.000000 Penalty: 5464.303711
	Iteration 16Q: 3 clusters Score -5060477 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5060795.500000 Penalty: 5464.303711
	Iteration 17Q: 3 clusters Score -5060796 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5061056.500000 Penalty: 5464.303711
	Iteration 18Q: 3 clusters Score -5061056 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5061210.500000 Penalty: 5464.303711
	Iteration 19Q: 3 clusters Score -5061210 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5061336.000000 Penalty: 5464.303711
	Iteration 20F: 3 clusters Score -5061336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5061439.000000 Penalty: 5464.303711
	Iteration 21Q: 3 clusters Score -5061439 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5061536.500000 Penalty: 5464.303711
	Iteration 22Q: 3 clusters Score -5061536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5061625.500000 Penalty: 5464.303711
	Iteration 23Q: 3 clusters Score -5061626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5061683.500000 Penalty: 5464.303711
	Iteration 24Q: 3 clusters Score -5061684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5061716.500000 Penalty: 5464.303711
	Iteration 25Q: 3 clusters Score -5061716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5061762.500000 Penalty: 5464.303711
	Iteration 26Q: 3 clusters Score -5061762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5061787.000000 Penalty: 5464.303711
	Iteration 27Q: 3 clusters Score -5061787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5061807.500000 Penalty: 5464.303711
	Iteration 28Q: 3 clusters Score -5061808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5061829.500000 Penalty: 5464.303711
	Iteration 29Q: 3 clusters Score -5061830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5061846.000000 Penalty: 5464.303711
	Iteration 30Q: 3 clusters Score -5061846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5061861.500000 Penalty: 5464.303711
	Iteration 31Q: 3 clusters Score -5061862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5061863.500000 Penalty: 5464.303711
	Iteration 32Q: 3 clusters Score -5061864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5061868.000000 Penalty: 5464.303711
	Iteration 33Q: 3 clusters Score -5061868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5061870.000000 Penalty: 5464.303711
	Iteration 34Q: 3 clusters Score -5061870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5061867.500000 Penalty: 5464.303711
	Iteration 35Q: 3 clusters Score -5061868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5061866.500000 Penalty: 5464.303711
	Iteration 36Q: 3 clusters Score -5061866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5061868.500000 Penalty: 5464.303711
	Iteration 37Q: 3 clusters Score -5061868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5061868.500000 Penalty: 5464.303711
	Iteration 38F: 3 clusters Score -5061868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -330238.406250 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -330238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -326177.625000 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -326177.6 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -327764.875000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -327764.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -328807.562500 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -328807.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -329493.000000 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -329493 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -329940.468750 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -329940.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -330281.812500 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -330281.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -330573.718750 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -330573.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -330765.093750 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -330765.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -330902.437500 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -330902.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -330968.343750 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -330968.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -331003.468750 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -331003.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -331025.031250 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -331025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -331037.750000 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -331037.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -331049.281250 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -331049.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -331061.468750 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -331061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -331068.218750 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -331068.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -331073.968750 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -331074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -331080.906250 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -331080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -331087.250000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -331087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -331093.812500 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -331093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -331099.437500 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -331099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -331107.687500 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -331107.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -331118.750000 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -331118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -331127.125000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -331127.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -331138.593750 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -331138.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -331151.312500 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -331151.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -331163.250000 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -331163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -331172.562500 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -331172.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -331183.906250 Penalty: 4154.198242
	Iteration 28Q: 3 clusters Score -331183.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -331192.250000 Penalty: 4154.198242
	Iteration 29Q: 3 clusters Score -331192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -331198.781250 Penalty: 4154.198242
	Iteration 30Q: 3 clusters Score -331198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -331203.437500 Penalty: 4154.198242
	Iteration 31Q: 3 clusters Score -331203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -331208.125000 Penalty: 4154.198242
	Iteration 32Q: 3 clusters Score -331208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -331210.187500 Penalty: 4154.198242
	Iteration 33Q: 3 clusters Score -331210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -331213.375000 Penalty: 4154.198242
	Iteration 34Q: 3 clusters Score -331213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -331218.468750 Penalty: 4154.198242
	Iteration 35Q: 3 clusters Score -331218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -331224.375000 Penalty: 4154.198242
	Iteration 36Q: 3 clusters Score -331224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -331230.656250 Penalty: 4154.198242
	Iteration 37Q: 3 clusters Score -331230.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -331238.531250 Penalty: 4154.198242
	Iteration 38Q: 3 clusters Score -331238.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -331249.375000 Penalty: 4154.198242
	Iteration 39Q: 3 clusters Score -331249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -331262.937500 Penalty: 4154.198242
	Iteration 40F: 3 clusters Score -331262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -331273.937500 Penalty: 4154.198242
	Iteration 41Q: 3 clusters Score -331273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -331282.468750 Penalty: 4154.198242
	Iteration 42Q: 3 clusters Score -331282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -331286.968750 Penalty: 4154.198242
	Iteration 43Q: 3 clusters Score -331287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -331291.156250 Penalty: 4154.198242
	Iteration 44Q: 3 clusters Score -331291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -331291.156250 Penalty: 4154.198242
	Iteration 45Q: 3 clusters Score -331291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -331292.062500 Penalty: 4154.198242
	Iteration 46Q: 3 clusters Score -331292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -331292.062500 Penalty: 4154.198242
	Iteration 47F: 3 clusters Score -331292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 650 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 2385 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 1417 members 
Mstep: Class 34 contains 12586 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Mstep: Class 47 contains 3625 members 
Mstep: Class 48 contains 6795 members 
Mstep: Class 49 contains 457 members 
Mstep: Class 50 contains 1207 members 
Mstep: Class 51 contains 2922 members 
Entering Unmasked Estep 
Score: -51115892.000000 Penalty: 169439.390625
Splitting cluster 33 changes total score from -51097884.000000 to -51115892.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 34 (12586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Entering Unmasked Estep 
Score: -863959.625000 Penalty: 2341.204346
	Iteration 0F: 2 clusters Score -863959.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -854717.000000 Penalty: 4682.408691
	Iteration 0F: 3 clusters Score -854717 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -858282.687500 Penalty: 4682.408691
	Iteration 1F: 3 clusters Score -858282.7 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -859407.375000 Penalty: 4682.408691
	Iteration 2F: 3 clusters Score -859407.4 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -860187.625000 Penalty: 4682.408691
	Iteration 3F: 3 clusters Score -860187.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -860880.937500 Penalty: 4682.408691
	Iteration 4F: 3 clusters Score -860880.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -861452.437500 Penalty: 4682.408691
	Iteration 5F: 3 clusters Score -861452.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -861973.937500 Penalty: 4682.408691
	Iteration 6F: 3 clusters Score -861973.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -862487.625000 Penalty: 4682.408691
	Iteration 7Q: 3 clusters Score -862487.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -862942.812500 Penalty: 4682.408691
	Iteration 8Q: 3 clusters Score -862942.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -863336.250000 Penalty: 4682.408691
	Iteration 9Q: 3 clusters Score -863336.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -863677.812500 Penalty: 4682.408691
	Iteration 10Q: 3 clusters Score -863677.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -864048.812500 Penalty: 4682.408691
	Iteration 11Q: 3 clusters Score -864048.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -864373.625000 Penalty: 4682.408691
	Iteration 12Q: 3 clusters Score -864373.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -864619.625000 Penalty: 4682.408691
	Iteration 13Q: 3 clusters Score -864619.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -864833.812500 Penalty: 4682.408691
	Iteration 14Q: 3 clusters Score -864833.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -865005.500000 Penalty: 4682.408691
	Iteration 15Q: 3 clusters Score -865005.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -865155.437500 Penalty: 4682.408691
	Iteration 16Q: 3 clusters Score -865155.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -865269.250000 Penalty: 4682.408691
	Iteration 17Q: 3 clusters Score -865269.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -865368.625000 Penalty: 4682.408691
	Iteration 18Q: 3 clusters Score -865368.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -865456.562500 Penalty: 4682.408691
	Iteration 19Q: 3 clusters Score -865456.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -865566.125000 Penalty: 4682.408691
	Iteration 20F: 3 clusters Score -865566.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -865655.375000 Penalty: 4682.408691
	Iteration 21Q: 3 clusters Score -865655.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -865730.562500 Penalty: 4682.408691
	Iteration 22Q: 3 clusters Score -865730.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -865794.500000 Penalty: 4682.408691
	Iteration 23Q: 3 clusters Score -865794.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -865852.250000 Penalty: 4682.408691
	Iteration 24Q: 3 clusters Score -865852.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -865902.187500 Penalty: 4682.408691
	Iteration 25Q: 3 clusters Score -865902.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -865943.687500 Penalty: 4682.408691
	Iteration 26Q: 3 clusters Score -865943.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -865999.500000 Penalty: 4682.408691
	Iteration 27Q: 3 clusters Score -865999.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -866056.750000 Penalty: 4682.408691
	Iteration 28Q: 3 clusters Score -866056.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -866101.875000 Penalty: 4682.408691
	Iteration 29Q: 3 clusters Score -866101.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -866139.000000 Penalty: 4682.408691
	Iteration 30Q: 3 clusters Score -866139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -866175.125000 Penalty: 4682.408691
	Iteration 31Q: 3 clusters Score -866175.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -866205.125000 Penalty: 4682.408691
	Iteration 32Q: 3 clusters Score -866205.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -866226.875000 Penalty: 4682.408691
	Iteration 33Q: 3 clusters Score -866226.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -866249.750000 Penalty: 4682.408691
	Iteration 34Q: 3 clusters Score -866249.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -866273.375000 Penalty: 4682.408691
	Iteration 35Q: 3 clusters Score -866273.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -866282.937500 Penalty: 4682.408691
	Iteration 36Q: 3 clusters Score -866282.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -866297.375000 Penalty: 4682.408691
	Iteration 37Q: 3 clusters Score -866297.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -866306.187500 Penalty: 4682.408691
	Iteration 38Q: 3 clusters Score -866306.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -866317.937500 Penalty: 4682.408691
	Iteration 39Q: 3 clusters Score -866317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -866322.437500 Penalty: 4682.408691
	Iteration 40F: 3 clusters Score -866322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -866327.375000 Penalty: 4682.408691
	Iteration 41Q: 3 clusters Score -866327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -866331.312500 Penalty: 4682.408691
	Iteration 42Q: 3 clusters Score -866331.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -866333.687500 Penalty: 4682.408691
	Iteration 43Q: 3 clusters Score -866333.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -866337.187500 Penalty: 4682.408691
	Iteration 44Q: 3 clusters Score -866337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -866340.562500 Penalty: 4682.408691
	Iteration 45Q: 3 clusters Score -866340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -866343.000000 Penalty: 4682.408691
	Iteration 46Q: 3 clusters Score -866343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -866345.812500 Penalty: 4682.408691
	Iteration 47Q: 3 clusters Score -866345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -866348.812500 Penalty: 4682.408691
	Iteration 48Q: 3 clusters Score -866348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -866349.062500 Penalty: 4682.408691
	Iteration 49Q: 3 clusters Score -866349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -866351.625000 Penalty: 4682.408691
	Iteration 50Q: 3 clusters Score -866351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -866350.250000 Penalty: 4682.408691
	Iteration 51Q: 3 clusters Score -866350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -866350.812500 Penalty: 4682.408691
	Iteration 52Q: 3 clusters Score -866350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -866353.437500 Penalty: 4682.408691
	Iteration 53Q: 3 clusters Score -866353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -866353.750000 Penalty: 4682.408691
	Iteration 54Q: 3 clusters Score -866353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -866353.375000 Penalty: 4682.408691
	Iteration 55Q: 3 clusters Score -866353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -866353.812500 Penalty: 4682.408691
	Iteration 56Q: 3 clusters Score -866353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -866353.812500 Penalty: 4682.408691
	Iteration 57F: 3 clusters Score -866353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 650 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 2385 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 1417 members 
Mstep: Class 34 contains 1676 members 
Mstep: Class 35 contains 1179 members 
Mstep: Class 36 contains 5360 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 13510 members 
Mstep: Class 40 contains 39859 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 1605 members 
Mstep: Class 44 contains 13015 members 
Mstep: Class 45 contains 22304 members 
Mstep: Class 46 contains 1801 members 
Mstep: Class 47 contains 3625 members 
Mstep: Class 48 contains 6795 members 
Mstep: Class 49 contains 457 members 
Mstep: Class 50 contains 1207 members 
Mstep: Class 51 contains 2922 members 
Mstep: Class 52 contains 10910 members 
Entering Unmasked Estep 
Score: -51117288.000000 Penalty: 172761.734375
Splitting cluster 34 changes total score from -51097884.000000 to -51117288.000000
So it's getting split into cluster 52.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 8624 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 9 contains 25478 members 
Mstep: Class 10 contains 58095 members 
Mstep: Class 11 contains 59940 members 
Mstep: Class 12 contains 9719 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21770 members 
Mstep: Class 15 contains 13676 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 4884 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 24233 members 
Mstep: Class 25 contains 30160 members 
Mstep: Class 26 contains 11539 members 
Mstep: Class 27 contains 3858 members 
Mstep: Class 28 contains 650 members 
Mstep: Class 29 contains 56411 members 
Mstep: Class 30 contains 13523 members 
Mstep: Class 31 contains 2385 members 
Mstep: Class 32 contains 60885 members 
Mstep: Class 33 contains 1417 members 
Mstep: Class 34 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 49. Lose 1819.182861 but Gain 3322.343750
Score: -51127952.000000 Penalty: 169439.390625
Iteration 79Q: 52 clusters Score -5.112795e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 4516 members 
Mstep: Class 5 contains 2644 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 7540 members 
Mstep: Class 8 contains 20447 members 
Mstep: Class 9 contains 25662 members 
Mstep: Class 10 contains 58867 members 
Mstep: Class 11 contains 60658 members 
Mstep: Class 12 contains 9728 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 21639 members 
Mstep: Class 15 contains 14022 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 4765 members 
Mstep: Class 22 contains 1551 members 
Mstep: Class 23 contains 9460 members 
Mstep: Class 24 contains 23993 members 
Mstep: Class 25 contains 30223 members 
Mstep: Class 26 contains 11197 members 
Mstep: Class 27 contains 3817 members 
Mstep: Class 28 contains 667 members 
Mstep: Class 29 contains 57848 members 
Mstep: Class 30 contains 13490 members 
Mstep: Class 31 contains 2429 members 
Mstep: Class 32 contains 61026 members 
Mstep: Class 33 contains 1472 members 
Mstep: Class 34 contains 1998 members 
Mstep: Class 35 contains 1151 members 
Mstep: Class 36 contains 4969 members 
Mstep: Class 37 contains 7649 members 
Mstep: Class 38 contains 12973 members 
Mstep: Class 39 contains 13215 members 
Mstep: Class 40 contains 39062 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5012 members 
Mstep: Class 43 contains 1560 members 
Mstep: Class 44 contains 12809 members 
Mstep: Class 45 contains 21620 members 
Mstep: Class 46 contains 1893 members 
Mstep: Class 47 contains 3484 members 
Mstep: Class 48 contains 6678 members 
Mstep: Class 50 contains 1193 members 
Mstep: Class 51 contains 2878 members 
Mstep: Class 52 contains 10614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51137032.000000 Penalty: 169439.390625
Iteration 80F: 52 clusters Score -5.113703e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 3813 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 8705 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 20292 members 
Mstep: Class 9 contains 25251 members 
Mstep: Class 10 contains 58681 members 
Mstep: Class 11 contains 60360 members 
Mstep: Class 12 contains 9709 members 
Mstep: Class 13 contains 2358 members 
Mstep: Class 14 contains 21161 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 11068 members 
Mstep: Class 20 contains 7148 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 9403 members 
Mstep: Class 24 contains 23806 members 
Mstep: Class 25 contains 30087 members 
Mstep: Class 26 contains 10972 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 665 members 
Mstep: Class 29 contains 56565 members 
Mstep: Class 30 contains 13301 members 
Mstep: Class 31 contains 2406 members 
Mstep: Class 32 contains 60922 members 
Mstep: Class 33 contains 1430 members 
Mstep: Class 34 contains 2095 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 4986 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 13381 members 
Mstep: Class 39 contains 13499 members 
Mstep: Class 40 contains 39271 members 
Mstep: Class 41 contains 1365 members 
Mstep: Class 42 contains 5191 members 
Mstep: Class 43 contains 1665 members 
Mstep: Class 44 contains 13066 members 
Mstep: Class 45 contains 22861 members 
Mstep: Class 46 contains 2015 members 
Mstep: Class 47 contains 4051 members 
Mstep: Class 48 contains 6915 members 
Mstep: Class 50 contains 1249 members 
Mstep: Class 51 contains 2879 members 
Mstep: Class 52 contains 11370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51141352.000000 Penalty: 169439.390625
Iteration 81Q: 52 clusters Score -5.114135e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 8721 members 
Mstep: Class 7 contains 7250 members 
Mstep: Class 8 contains 20198 members 
Mstep: Class 9 contains 24998 members 
Mstep: Class 10 contains 58566 members 
Mstep: Class 11 contains 60091 members 
Mstep: Class 12 contains 9696 members 
Mstep: Class 13 contains 2159 members 
Mstep: Class 14 contains 20879 members 
Mstep: Class 15 contains 14520 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 11028 members 
Mstep: Class 20 contains 7108 members 
Mstep: Class 21 contains 4549 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 9349 members 
Mstep: Class 24 contains 23747 members 
Mstep: Class 25 contains 30044 members 
Mstep: Class 26 contains 10808 members 
Mstep: Class 27 contains 3775 members 
Mstep: Class 28 contains 664 members 
Mstep: Class 29 contains 55410 members 
Mstep: Class 30 contains 13146 members 
Mstep: Class 31 contains 2397 members 
Mstep: Class 32 contains 60900 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 2170 members 
Mstep: Class 35 contains 1154 members 
Mstep: Class 36 contains 4928 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 13671 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 39396 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 5305 members 
Mstep: Class 43 contains 1711 members 
Mstep: Class 44 contains 13252 members 
Mstep: Class 45 contains 23889 members 
Mstep: Class 46 contains 2089 members 
Mstep: Class 47 contains 4432 members 
Mstep: Class 48 contains 7035 members 
Mstep: Class 50 contains 1261 members 
Mstep: Class 51 contains 2878 members 
Mstep: Class 52 contains 11817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51143568.000000 Penalty: 169439.390625
Iteration 82Q: 52 clusters Score -5.114357e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2891 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 4653 members 
Mstep: Class 5 contains 2731 members 
Mstep: Class 6 contains 8732 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 20133 members 
Mstep: Class 9 contains 24819 members 
Mstep: Class 10 contains 58484 members 
Mstep: Class 11 contains 59876 members 
Mstep: Class 12 contains 9691 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 20663 members 
Mstep: Class 15 contains 14719 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 11022 members 
Mstep: Class 20 contains 7091 members 
Mstep: Class 21 contains 4507 members 
Mstep: Class 22 contains 1562 members 
Mstep: Class 23 contains 9300 members 
Mstep: Class 24 contains 23728 members 
Mstep: Class 25 contains 30026 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 3768 members 
Mstep: Class 28 contains 664 members 
Mstep: Class 29 contains 54287 members 
Mstep: Class 30 contains 13020 members 
Mstep: Class 31 contains 2395 members 
Mstep: Class 32 contains 60908 members 
Mstep: Class 33 contains 1435 members 
Mstep: Class 34 contains 2225 members 
Mstep: Class 35 contains 1147 members 
Mstep: Class 36 contains 4866 members 
Mstep: Class 37 contains 7651 members 
Mstep: Class 38 contains 13871 members 
Mstep: Class 39 contains 13746 members 
Mstep: Class 40 contains 39473 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 5418 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 13432 members 
Mstep: Class 45 contains 24818 members 
Mstep: Class 46 contains 2136 members 
Mstep: Class 47 contains 4697 members 
Mstep: Class 48 contains 7106 members 
Mstep: Class 50 contains 1271 members 
Mstep: Class 51 contains 2877 members 
Mstep: Class 52 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51144952.000000 Penalty: 169439.390625
Iteration 83Q: 52 clusters Score -5.114495e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 3650 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8746 members 
Mstep: Class 7 contains 7183 members 
Mstep: Class 8 contains 20087 members 
Mstep: Class 9 contains 24686 members 
Mstep: Class 10 contains 58453 members 
Mstep: Class 11 contains 59651 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 20519 members 
Mstep: Class 15 contains 14895 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 18 contains 3137 members 
Mstep: Class 19 contains 11041 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 4485 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 9282 members 
Mstep: Class 24 contains 23708 members 
Mstep: Class 25 contains 30044 members 
Mstep: Class 26 contains 10631 members 
Mstep: Class 27 contains 3764 members 
Mstep: Class 28 contains 664 members 
Mstep: Class 29 contains 53180 members 
Mstep: Class 30 contains 12903 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 60916 members 
Mstep: Class 33 contains 1441 members 
Mstep: Class 34 contains 2260 members 
Mstep: Class 35 contains 1146 members 
Mstep: Class 36 contains 4805 members 
Mstep: Class 37 contains 7665 members 
Mstep: Class 38 contains 14043 members 
Mstep: Class 39 contains 13805 members 
Mstep: Class 40 contains 39513 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 5505 members 
Mstep: Class 43 contains 1744 members 
Mstep: Class 44 contains 13605 members 
Mstep: Class 45 contains 25714 members 
Mstep: Class 46 contains 2172 members 
Mstep: Class 47 contains 4892 members 
Mstep: Class 48 contains 7150 members 
Mstep: Class 50 contains 1273 members 
Mstep: Class 51 contains 2879 members 
Mstep: Class 52 contains 12418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51145880.000000 Penalty: 169439.390625
Iteration 84Q: 52 clusters Score -5.114588e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 8768 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 20043 members 
Mstep: Class 9 contains 24609 members 
Mstep: Class 10 contains 58432 members 
Mstep: Class 11 contains 59442 members 
Mstep: Class 12 contains 9685 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 20411 members 
Mstep: Class 15 contains 15019 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 11052 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 4471 members 
Mstep: Class 22 contains 1571 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 23690 members 
Mstep: Class 25 contains 30056 members 
Mstep: Class 26 contains 10572 members 
Mstep: Class 27 contains 3756 members 
Mstep: Class 28 contains 663 members 
Mstep: Class 29 contains 52099 members 
Mstep: Class 30 contains 12822 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 60930 members 
Mstep: Class 33 contains 1443 members 
Mstep: Class 34 contains 2287 members 
Mstep: Class 35 contains 1146 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 7680 members 
Mstep: Class 38 contains 14188 members 
Mstep: Class 39 contains 13820 members 
Mstep: Class 40 contains 39549 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 5577 members 
Mstep: Class 43 contains 1759 members 
Mstep: Class 44 contains 13750 members 
Mstep: Class 45 contains 26587 members 
Mstep: Class 46 contains 2201 members 
Mstep: Class 47 contains 5048 members 
Mstep: Class 48 contains 7190 members 
Mstep: Class 50 contains 1272 members 
Mstep: Class 51 contains 2884 members 
Mstep: Class 52 contains 12612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51146608.000000 Penalty: 169439.390625
Iteration 85Q: 52 clusters Score -5.114661e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3597 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 2750 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 20006 members 
Mstep: Class 9 contains 24553 members 
Mstep: Class 10 contains 58427 members 
Mstep: Class 11 contains 59275 members 
Mstep: Class 12 contains 9683 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 20295 members 
Mstep: Class 15 contains 15118 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 23660 members 
Mstep: Class 25 contains 30085 members 
Mstep: Class 26 contains 10534 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 50979 members 
Mstep: Class 30 contains 12749 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 60935 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4744 members 
Mstep: Class 37 contains 7701 members 
Mstep: Class 38 contains 14311 members 
Mstep: Class 39 contains 13844 members 
Mstep: Class 40 contains 39558 members 
Mstep: Class 41 contains 1369 members 
Mstep: Class 42 contains 5658 members 
Mstep: Class 43 contains 1764 members 
Mstep: Class 44 contains 13876 members 
Mstep: Class 45 contains 27518 members 
Mstep: Class 46 contains 2219 members 
Mstep: Class 47 contains 5157 members 
Mstep: Class 48 contains 7221 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2892 members 
Mstep: Class 52 contains 12798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51147324.000000 Penalty: 169439.390625
Iteration 86Q: 52 clusters Score -5.114732e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3579 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 7145 members 
Mstep: Class 8 contains 19972 members 
Mstep: Class 9 contains 24523 members 
Mstep: Class 10 contains 58423 members 
Mstep: Class 11 contains 59111 members 
Mstep: Class 12 contains 9683 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 20217 members 
Mstep: Class 15 contains 15194 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 7061 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 9303 members 
Mstep: Class 24 contains 23633 members 
Mstep: Class 25 contains 30099 members 
Mstep: Class 26 contains 10503 members 
Mstep: Class 27 contains 3746 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 49879 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 60942 members 
Mstep: Class 33 contains 1429 members 
Mstep: Class 34 contains 2358 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4719 members 
Mstep: Class 37 contains 7706 members 
Mstep: Class 38 contains 14441 members 
Mstep: Class 39 contains 13851 members 
Mstep: Class 40 contains 39566 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 5713 members 
Mstep: Class 43 contains 1773 members 
Mstep: Class 44 contains 13978 members 
Mstep: Class 45 contains 28423 members 
Mstep: Class 46 contains 2229 members 
Mstep: Class 47 contains 5242 members 
Mstep: Class 48 contains 7249 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2896 members 
Mstep: Class 52 contains 12956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51148004.000000 Penalty: 169439.390625
Iteration 87Q: 52 clusters Score -5.1148e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 19946 members 
Mstep: Class 9 contains 24522 members 
Mstep: Class 10 contains 58420 members 
Mstep: Class 11 contains 58990 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1731 members 
Mstep: Class 14 contains 20160 members 
Mstep: Class 15 contains 15258 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 3013 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 23603 members 
Mstep: Class 25 contains 30109 members 
Mstep: Class 26 contains 10478 members 
Mstep: Class 27 contains 3742 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 48799 members 
Mstep: Class 30 contains 12641 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60966 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2392 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4702 members 
Mstep: Class 37 contains 7720 members 
Mstep: Class 38 contains 14541 members 
Mstep: Class 39 contains 13862 members 
Mstep: Class 40 contains 39570 members 
Mstep: Class 41 contains 1370 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 1776 members 
Mstep: Class 44 contains 14046 members 
Mstep: Class 45 contains 29313 members 
Mstep: Class 46 contains 2231 members 
Mstep: Class 47 contains 5301 members 
Mstep: Class 48 contains 7268 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2900 members 
Mstep: Class 52 contains 13085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51148896.000000 Penalty: 169439.390625
Iteration 88Q: 52 clusters Score -5.11489e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 19921 members 
Mstep: Class 9 contains 24531 members 
Mstep: Class 10 contains 58424 members 
Mstep: Class 11 contains 58869 members 
Mstep: Class 12 contains 9683 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 20104 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 2981 members 
Mstep: Class 19 contains 11069 members 
Mstep: Class 20 contains 7048 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 23553 members 
Mstep: Class 25 contains 30102 members 
Mstep: Class 26 contains 10458 members 
Mstep: Class 27 contains 3738 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 47750 members 
Mstep: Class 30 contains 12572 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60989 members 
Mstep: Class 33 contains 1421 members 
Mstep: Class 34 contains 2421 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4671 members 
Mstep: Class 37 contains 7739 members 
Mstep: Class 38 contains 14623 members 
Mstep: Class 39 contains 13875 members 
Mstep: Class 40 contains 39589 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5796 members 
Mstep: Class 43 contains 1780 members 
Mstep: Class 44 contains 14109 members 
Mstep: Class 45 contains 30201 members 
Mstep: Class 46 contains 2238 members 
Mstep: Class 47 contains 5357 members 
Mstep: Class 48 contains 7283 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2902 members 
Mstep: Class 52 contains 13218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51149424.000000 Penalty: 169439.390625
Iteration 89Q: 52 clusters Score -5.114942e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 7143 members 
Mstep: Class 8 contains 19900 members 
Mstep: Class 9 contains 24530 members 
Mstep: Class 10 contains 58417 members 
Mstep: Class 11 contains 58754 members 
Mstep: Class 12 contains 9683 members 
Mstep: Class 13 contains 1691 members 
Mstep: Class 14 contains 20069 members 
Mstep: Class 15 contains 15381 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 2951 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 9320 members 
Mstep: Class 24 contains 23494 members 
Mstep: Class 25 contains 30106 members 
Mstep: Class 26 contains 10454 members 
Mstep: Class 27 contains 3731 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 46828 members 
Mstep: Class 30 contains 12528 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 60987 members 
Mstep: Class 33 contains 1420 members 
Mstep: Class 34 contains 2432 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4660 members 
Mstep: Class 37 contains 7755 members 
Mstep: Class 38 contains 14700 members 
Mstep: Class 39 contains 13890 members 
Mstep: Class 40 contains 39599 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5819 members 
Mstep: Class 43 contains 1788 members 
Mstep: Class 44 contains 14165 members 
Mstep: Class 45 contains 31048 members 
Mstep: Class 46 contains 2244 members 
Mstep: Class 47 contains 5394 members 
Mstep: Class 48 contains 7297 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2903 members 
Mstep: Class 52 contains 13311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51149860.000000 Penalty: 169439.390625
Iteration 90Q: 52 clusters Score -5.114986e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2888 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7145 members 
Mstep: Class 8 contains 19891 members 
Mstep: Class 9 contains 24521 members 
Mstep: Class 10 contains 58405 members 
Mstep: Class 11 contains 58651 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1682 members 
Mstep: Class 14 contains 20026 members 
Mstep: Class 15 contains 15431 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 19 contains 11097 members 
Mstep: Class 20 contains 7044 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 23415 members 
Mstep: Class 25 contains 30100 members 
Mstep: Class 26 contains 10449 members 
Mstep: Class 27 contains 3721 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 45931 members 
Mstep: Class 30 contains 12478 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 61000 members 
Mstep: Class 33 contains 1419 members 
Mstep: Class 34 contains 2437 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4653 members 
Mstep: Class 37 contains 7770 members 
Mstep: Class 38 contains 14776 members 
Mstep: Class 39 contains 13905 members 
Mstep: Class 40 contains 39611 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5840 members 
Mstep: Class 43 contains 1794 members 
Mstep: Class 44 contains 14224 members 
Mstep: Class 45 contains 31872 members 
Mstep: Class 46 contains 2252 members 
Mstep: Class 47 contains 5416 members 
Mstep: Class 48 contains 7302 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51150236.000000 Penalty: 169439.390625
Iteration 91Q: 52 clusters Score -5.115024e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3532 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 19881 members 
Mstep: Class 9 contains 24521 members 
Mstep: Class 10 contains 58403 members 
Mstep: Class 11 contains 58556 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 19997 members 
Mstep: Class 15 contains 15483 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 23304 members 
Mstep: Class 25 contains 30099 members 
Mstep: Class 26 contains 10443 members 
Mstep: Class 27 contains 3712 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 45101 members 
Mstep: Class 30 contains 12427 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 61006 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4647 members 
Mstep: Class 37 contains 7793 members 
Mstep: Class 38 contains 14840 members 
Mstep: Class 39 contains 13917 members 
Mstep: Class 40 contains 39620 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5853 members 
Mstep: Class 43 contains 1794 members 
Mstep: Class 44 contains 14274 members 
Mstep: Class 45 contains 32664 members 
Mstep: Class 46 contains 2260 members 
Mstep: Class 47 contains 5437 members 
Mstep: Class 48 contains 7311 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2900 members 
Mstep: Class 52 contains 13538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51150648.000000 Penalty: 169439.390625
Iteration 92Q: 52 clusters Score -5.115065e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 8 contains 19875 members 
Mstep: Class 9 contains 24526 members 
Mstep: Class 10 contains 58399 members 
Mstep: Class 11 contains 58474 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 19970 members 
Mstep: Class 15 contains 15529 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 2809 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 11122 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 23190 members 
Mstep: Class 25 contains 30104 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 3705 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 44359 members 
Mstep: Class 30 contains 12383 members 
Mstep: Class 31 contains 2403 members 
Mstep: Class 32 contains 61012 members 
Mstep: Class 33 contains 1426 members 
Mstep: Class 34 contains 2456 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4644 members 
Mstep: Class 37 contains 7812 members 
Mstep: Class 38 contains 14897 members 
Mstep: Class 39 contains 13949 members 
Mstep: Class 40 contains 39621 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5868 members 
Mstep: Class 43 contains 1797 members 
Mstep: Class 44 contains 14304 members 
Mstep: Class 45 contains 33376 members 
Mstep: Class 46 contains 2263 members 
Mstep: Class 47 contains 5454 members 
Mstep: Class 48 contains 7304 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2899 members 
Mstep: Class 52 contains 13637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51150764.000000 Penalty: 169439.390625
Iteration 93Q: 52 clusters Score -5.115076e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 8796 members 
Mstep: Class 7 contains 7141 members 
Mstep: Class 8 contains 19869 members 
Mstep: Class 9 contains 24538 members 
Mstep: Class 10 contains 58403 members 
Mstep: Class 11 contains 58402 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1662 members 
Mstep: Class 14 contains 19940 members 
Mstep: Class 15 contains 15560 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 2809 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 11129 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 23074 members 
Mstep: Class 25 contains 30103 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 43793 members 
Mstep: Class 30 contains 12351 members 
Mstep: Class 31 contains 2404 members 
Mstep: Class 32 contains 61007 members 
Mstep: Class 33 contains 1428 members 
Mstep: Class 34 contains 2459 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4643 members 
Mstep: Class 37 contains 7831 members 
Mstep: Class 38 contains 14946 members 
Mstep: Class 39 contains 13969 members 
Mstep: Class 40 contains 39625 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 1808 members 
Mstep: Class 44 contains 14343 members 
Mstep: Class 45 contains 33969 members 
Mstep: Class 46 contains 2264 members 
Mstep: Class 47 contains 5471 members 
Mstep: Class 48 contains 7305 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151056.000000 Penalty: 169439.390625
Iteration 94Q: 52 clusters Score -5.115106e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 8795 members 
Mstep: Class 7 contains 7135 members 
Mstep: Class 8 contains 19864 members 
Mstep: Class 9 contains 24544 members 
Mstep: Class 10 contains 58411 members 
Mstep: Class 11 contains 58336 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 19920 members 
Mstep: Class 15 contains 15591 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 2879 members 
Mstep: Class 19 contains 11135 members 
Mstep: Class 20 contains 7033 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 22971 members 
Mstep: Class 25 contains 30104 members 
Mstep: Class 26 contains 10443 members 
Mstep: Class 27 contains 3695 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 43283 members 
Mstep: Class 30 contains 12323 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 61021 members 
Mstep: Class 33 contains 1430 members 
Mstep: Class 34 contains 2456 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4638 members 
Mstep: Class 37 contains 7846 members 
Mstep: Class 38 contains 14996 members 
Mstep: Class 39 contains 13984 members 
Mstep: Class 40 contains 39625 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5884 members 
Mstep: Class 43 contains 1819 members 
Mstep: Class 44 contains 14377 members 
Mstep: Class 45 contains 34507 members 
Mstep: Class 46 contains 2267 members 
Mstep: Class 47 contains 5478 members 
Mstep: Class 48 contains 7308 members 
Mstep: Class 50 contains 1271 members 
Mstep: Class 51 contains 2896 members 
Mstep: Class 52 contains 13739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151488.000000 Penalty: 169439.390625
Iteration 95Q: 52 clusters Score -5.115149e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 7136 members 
Mstep: Class 8 contains 19858 members 
Mstep: Class 9 contains 24555 members 
Mstep: Class 10 contains 58411 members 
Mstep: Class 11 contains 58272 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 19902 members 
Mstep: Class 15 contains 15628 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 2865 members 
Mstep: Class 19 contains 11139 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 9317 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 30101 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 42848 members 
Mstep: Class 30 contains 12292 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 61016 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 2455 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4632 members 
Mstep: Class 37 contains 7863 members 
Mstep: Class 38 contains 15049 members 
Mstep: Class 39 contains 14004 members 
Mstep: Class 40 contains 39625 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5885 members 
Mstep: Class 43 contains 1826 members 
Mstep: Class 44 contains 14394 members 
Mstep: Class 45 contains 35002 members 
Mstep: Class 46 contains 2270 members 
Mstep: Class 47 contains 5481 members 
Mstep: Class 48 contains 7311 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2897 members 
Mstep: Class 52 contains 13776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151684.000000 Penalty: 169439.390625
Iteration 96Q: 52 clusters Score -5.115168e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3506 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 19850 members 
Mstep: Class 9 contains 24572 members 
Mstep: Class 10 contains 58421 members 
Mstep: Class 11 contains 58212 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 19891 members 
Mstep: Class 15 contains 15661 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 11151 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1603 members 
Mstep: Class 23 contains 9326 members 
Mstep: Class 24 contains 22781 members 
Mstep: Class 25 contains 30103 members 
Mstep: Class 26 contains 10444 members 
Mstep: Class 27 contains 3691 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 42440 members 
Mstep: Class 30 contains 12254 members 
Mstep: Class 31 contains 2398 members 
Mstep: Class 32 contains 61005 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4624 members 
Mstep: Class 37 contains 7879 members 
Mstep: Class 38 contains 15092 members 
Mstep: Class 39 contains 14015 members 
Mstep: Class 40 contains 39625 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5887 members 
Mstep: Class 43 contains 1828 members 
Mstep: Class 44 contains 14415 members 
Mstep: Class 45 contains 35443 members 
Mstep: Class 46 contains 2273 members 
Mstep: Class 47 contains 5484 members 
Mstep: Class 48 contains 7321 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151792.000000 Penalty: 169439.390625
Iteration 97Q: 52 clusters Score -5.115179e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3500 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7137 members 
Mstep: Class 8 contains 19847 members 
Mstep: Class 9 contains 24594 members 
Mstep: Class 10 contains 58424 members 
Mstep: Class 11 contains 58155 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 19877 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 2844 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 7029 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 22698 members 
Mstep: Class 25 contains 30099 members 
Mstep: Class 26 contains 10442 members 
Mstep: Class 27 contains 3691 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 42110 members 
Mstep: Class 30 contains 12212 members 
Mstep: Class 31 contains 2397 members 
Mstep: Class 32 contains 61008 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 7890 members 
Mstep: Class 38 contains 15138 members 
Mstep: Class 39 contains 14031 members 
Mstep: Class 40 contains 39629 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5893 members 
Mstep: Class 43 contains 1829 members 
Mstep: Class 44 contains 14435 members 
Mstep: Class 45 contains 35796 members 
Mstep: Class 46 contains 2277 members 
Mstep: Class 47 contains 5488 members 
Mstep: Class 48 contains 7327 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151736.000000 Penalty: 169439.390625
Iteration 98Q: 52 clusters Score -5.115174e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3494 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 7135 members 
Mstep: Class 8 contains 19842 members 
Mstep: Class 9 contains 24598 members 
Mstep: Class 10 contains 58434 members 
Mstep: Class 11 contains 58107 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19872 members 
Mstep: Class 15 contains 15733 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 11175 members 
Mstep: Class 20 contains 7027 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 22619 members 
Mstep: Class 25 contains 30103 members 
Mstep: Class 26 contains 10439 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 41860 members 
Mstep: Class 30 contains 12169 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 61007 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 2454 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 7903 members 
Mstep: Class 38 contains 15166 members 
Mstep: Class 39 contains 14029 members 
Mstep: Class 40 contains 39634 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5897 members 
Mstep: Class 43 contains 1829 members 
Mstep: Class 44 contains 14449 members 
Mstep: Class 45 contains 36093 members 
Mstep: Class 46 contains 2283 members 
Mstep: Class 47 contains 5496 members 
Mstep: Class 48 contains 7332 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152012.000000 Penalty: 169439.390625
Iteration 99Q: 52 clusters Score -5.115201e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 19837 members 
Mstep: Class 9 contains 24603 members 
Mstep: Class 10 contains 58449 members 
Mstep: Class 11 contains 58069 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19864 members 
Mstep: Class 15 contains 15771 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 11181 members 
Mstep: Class 20 contains 7027 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 22533 members 
Mstep: Class 25 contains 30101 members 
Mstep: Class 26 contains 10438 members 
Mstep: Class 27 contains 3688 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 41627 members 
Mstep: Class 30 contains 12122 members 
Mstep: Class 31 contains 2398 members 
Mstep: Class 32 contains 61005 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 2451 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 7911 members 
Mstep: Class 38 contains 15190 members 
Mstep: Class 39 contains 14027 members 
Mstep: Class 40 contains 39634 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5909 members 
Mstep: Class 43 contains 1832 members 
Mstep: Class 44 contains 14464 members 
Mstep: Class 45 contains 36392 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 5501 members 
Mstep: Class 48 contains 7340 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152188.000000 Penalty: 169439.390625
Iteration 100F: 52 clusters Score -5.115219e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 19832 members 
Mstep: Class 9 contains 24611 members 
Mstep: Class 10 contains 58458 members 
Mstep: Class 11 contains 58048 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19854 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 7025 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 22463 members 
Mstep: Class 25 contains 30105 members 
Mstep: Class 26 contains 10438 members 
Mstep: Class 27 contains 3687 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 41424 members 
Mstep: Class 30 contains 12082 members 
Mstep: Class 31 contains 2398 members 
Mstep: Class 32 contains 60999 members 
Mstep: Class 33 contains 1433 members 
Mstep: Class 34 contains 2452 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4621 members 
Mstep: Class 37 contains 7916 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 14032 members 
Mstep: Class 40 contains 39634 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5917 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14477 members 
Mstep: Class 45 contains 36640 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 5509 members 
Mstep: Class 48 contains 7348 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152152.000000 Penalty: 169439.390625
Iteration 101Q: 52 clusters Score -5.115215e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 8807 members 
Mstep: Class 7 contains 7123 members 
Mstep: Class 8 contains 19825 members 
Mstep: Class 9 contains 24620 members 
Mstep: Class 10 contains 58464 members 
Mstep: Class 11 contains 58022 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19847 members 
Mstep: Class 15 contains 15834 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 11188 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 22422 members 
Mstep: Class 25 contains 30108 members 
Mstep: Class 26 contains 10438 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 41256 members 
Mstep: Class 30 contains 12048 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 60983 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 2450 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 7926 members 
Mstep: Class 38 contains 15207 members 
Mstep: Class 39 contains 14035 members 
Mstep: Class 40 contains 39632 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5919 members 
Mstep: Class 43 contains 1835 members 
Mstep: Class 44 contains 14490 members 
Mstep: Class 45 contains 36832 members 
Mstep: Class 46 contains 2290 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 7352 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2898 members 
Mstep: Class 52 contains 13835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152256.000000 Penalty: 169439.390625
Iteration 102Q: 52 clusters Score -5.115226e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 8809 members 
Mstep: Class 7 contains 7118 members 
Mstep: Class 8 contains 19819 members 
Mstep: Class 9 contains 24622 members 
Mstep: Class 10 contains 58480 members 
Mstep: Class 11 contains 58000 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19843 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2792 members 
Mstep: Class 19 contains 11191 members 
Mstep: Class 20 contains 7025 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 22382 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 10438 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 41113 members 
Mstep: Class 30 contains 12005 members 
Mstep: Class 31 contains 2400 members 
Mstep: Class 32 contains 60973 members 
Mstep: Class 33 contains 1430 members 
Mstep: Class 34 contains 2448 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 7933 members 
Mstep: Class 38 contains 15218 members 
Mstep: Class 39 contains 14033 members 
Mstep: Class 40 contains 39634 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5923 members 
Mstep: Class 43 contains 1833 members 
Mstep: Class 44 contains 14504 members 
Mstep: Class 45 contains 37009 members 
Mstep: Class 46 contains 2291 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 7356 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2899 members 
Mstep: Class 52 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152332.000000 Penalty: 169439.390625
Iteration 103Q: 52 clusters Score -5.115233e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 4848 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 7116 members 
Mstep: Class 8 contains 19818 members 
Mstep: Class 9 contains 24627 members 
Mstep: Class 10 contains 58488 members 
Mstep: Class 11 contains 57982 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19839 members 
Mstep: Class 15 contains 15899 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 22338 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40980 members 
Mstep: Class 30 contains 11969 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60965 members 
Mstep: Class 33 contains 1428 members 
Mstep: Class 34 contains 2447 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4622 members 
Mstep: Class 37 contains 7937 members 
Mstep: Class 38 contains 15228 members 
Mstep: Class 39 contains 14029 members 
Mstep: Class 40 contains 39637 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5925 members 
Mstep: Class 43 contains 1832 members 
Mstep: Class 44 contains 14513 members 
Mstep: Class 45 contains 37183 members 
Mstep: Class 46 contains 2290 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 7363 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152300.000000 Penalty: 169439.390625
Iteration 104Q: 52 clusters Score -5.11523e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 7115 members 
Mstep: Class 8 contains 19817 members 
Mstep: Class 9 contains 24632 members 
Mstep: Class 10 contains 58495 members 
Mstep: Class 11 contains 57970 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19836 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 7023 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 22294 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40876 members 
Mstep: Class 30 contains 11940 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60948 members 
Mstep: Class 33 contains 1426 members 
Mstep: Class 34 contains 2446 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 7943 members 
Mstep: Class 38 contains 15235 members 
Mstep: Class 39 contains 14027 members 
Mstep: Class 40 contains 39639 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5928 members 
Mstep: Class 43 contains 1831 members 
Mstep: Class 44 contains 14522 members 
Mstep: Class 45 contains 37333 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7371 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152144.000000 Penalty: 169439.390625
Iteration 105Q: 52 clusters Score -5.115214e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 4 contains 4848 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 8808 members 
Mstep: Class 7 contains 7110 members 
Mstep: Class 8 contains 19814 members 
Mstep: Class 9 contains 24636 members 
Mstep: Class 10 contains 58500 members 
Mstep: Class 11 contains 57963 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19837 members 
Mstep: Class 15 contains 15955 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 22263 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3692 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40785 members 
Mstep: Class 30 contains 11914 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60938 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2446 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4617 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 15238 members 
Mstep: Class 39 contains 14026 members 
Mstep: Class 40 contains 39639 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5931 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14526 members 
Mstep: Class 45 contains 37447 members 
Mstep: Class 46 contains 2285 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7381 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152164.000000 Penalty: 169439.390625
Iteration 106Q: 52 clusters Score -5.115216e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 8805 members 
Mstep: Class 7 contains 7103 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 24643 members 
Mstep: Class 10 contains 58511 members 
Mstep: Class 11 contains 57950 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19836 members 
Mstep: Class 15 contains 15986 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 7019 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 22236 members 
Mstep: Class 25 contains 30109 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40710 members 
Mstep: Class 30 contains 11883 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60933 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4616 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 15244 members 
Mstep: Class 39 contains 14021 members 
Mstep: Class 40 contains 39636 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5934 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14533 members 
Mstep: Class 45 contains 37549 members 
Mstep: Class 46 contains 2284 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7385 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152160.000000 Penalty: 169439.390625
Iteration 107Q: 52 clusters Score -5.115216e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 4848 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 8809 members 
Mstep: Class 7 contains 7098 members 
Mstep: Class 8 contains 19809 members 
Mstep: Class 9 contains 24649 members 
Mstep: Class 10 contains 58521 members 
Mstep: Class 11 contains 57941 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19833 members 
Mstep: Class 15 contains 16010 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11204 members 
Mstep: Class 20 contains 7019 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 22203 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40655 members 
Mstep: Class 30 contains 11865 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60923 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2442 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 7950 members 
Mstep: Class 38 contains 15251 members 
Mstep: Class 39 contains 14023 members 
Mstep: Class 40 contains 39631 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5936 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14541 members 
Mstep: Class 45 contains 37632 members 
Mstep: Class 46 contains 2282 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7391 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152208.000000 Penalty: 169439.390625
Iteration 108Q: 52 clusters Score -5.115221e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 8812 members 
Mstep: Class 7 contains 7090 members 
Mstep: Class 8 contains 19809 members 
Mstep: Class 9 contains 24653 members 
Mstep: Class 10 contains 58535 members 
Mstep: Class 11 contains 57931 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16023 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 7019 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 22173 members 
Mstep: Class 25 contains 30109 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3691 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40604 members 
Mstep: Class 30 contains 11852 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60912 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2444 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4611 members 
Mstep: Class 37 contains 7954 members 
Mstep: Class 38 contains 15260 members 
Mstep: Class 39 contains 14024 members 
Mstep: Class 40 contains 39627 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5938 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14544 members 
Mstep: Class 45 contains 37713 members 
Mstep: Class 46 contains 2284 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 7397 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152252.000000 Penalty: 169439.390625
Iteration 109Q: 52 clusters Score -5.115225e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2774 members 
Mstep: Class 6 contains 8814 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 19806 members 
Mstep: Class 9 contains 24657 members 
Mstep: Class 10 contains 58544 members 
Mstep: Class 11 contains 57924 members 
Mstep: Class 12 contains 9679 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19833 members 
Mstep: Class 15 contains 16035 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 22144 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3690 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40561 members 
Mstep: Class 30 contains 11840 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60909 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4610 members 
Mstep: Class 37 contains 7958 members 
Mstep: Class 38 contains 15267 members 
Mstep: Class 39 contains 14022 members 
Mstep: Class 40 contains 39624 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14549 members 
Mstep: Class 45 contains 37783 members 
Mstep: Class 46 contains 2286 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 7400 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152348.000000 Penalty: 169439.390625
Iteration 110Q: 52 clusters Score -5.115235e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 8814 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 19806 members 
Mstep: Class 9 contains 24659 members 
Mstep: Class 10 contains 58545 members 
Mstep: Class 11 contains 57921 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16059 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11207 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 9331 members 
Mstep: Class 24 contains 22124 members 
Mstep: Class 25 contains 30107 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40530 members 
Mstep: Class 30 contains 11823 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60906 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4605 members 
Mstep: Class 37 contains 7962 members 
Mstep: Class 38 contains 15268 members 
Mstep: Class 39 contains 14022 members 
Mstep: Class 40 contains 39623 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5942 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14550 members 
Mstep: Class 45 contains 37835 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152360.000000 Penalty: 169439.390625
Iteration 111Q: 52 clusters Score -5.115236e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 8815 members 
Mstep: Class 7 contains 7084 members 
Mstep: Class 8 contains 19805 members 
Mstep: Class 9 contains 24662 members 
Mstep: Class 10 contains 58547 members 
Mstep: Class 11 contains 57917 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16079 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11208 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22103 members 
Mstep: Class 25 contains 30108 members 
Mstep: Class 26 contains 10437 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40504 members 
Mstep: Class 30 contains 11806 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60906 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2442 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4597 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 15268 members 
Mstep: Class 39 contains 14024 members 
Mstep: Class 40 contains 39624 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5943 members 
Mstep: Class 43 contains 1830 members 
Mstep: Class 44 contains 14551 members 
Mstep: Class 45 contains 37880 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 7401 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152304.000000 Penalty: 169439.390625
Iteration 112Q: 52 clusters Score -5.11523e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 8816 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 19803 members 
Mstep: Class 9 contains 24666 members 
Mstep: Class 10 contains 58553 members 
Mstep: Class 11 contains 57911 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16103 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 22084 members 
Mstep: Class 25 contains 30110 members 
Mstep: Class 26 contains 10436 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40478 members 
Mstep: Class 30 contains 11780 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60907 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2441 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4594 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15271 members 
Mstep: Class 39 contains 14023 members 
Mstep: Class 40 contains 39625 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5945 members 
Mstep: Class 43 contains 1831 members 
Mstep: Class 44 contains 14553 members 
Mstep: Class 45 contains 37921 members 
Mstep: Class 46 contains 2289 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7402 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152284.000000 Penalty: 169439.390625
Iteration 113Q: 52 clusters Score -5.115228e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 8818 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 24669 members 
Mstep: Class 10 contains 58559 members 
Mstep: Class 11 contains 57907 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16129 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 22063 members 
Mstep: Class 25 contains 30110 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40450 members 
Mstep: Class 30 contains 11745 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60903 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2441 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4593 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15274 members 
Mstep: Class 39 contains 14022 members 
Mstep: Class 40 contains 39629 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1831 members 
Mstep: Class 44 contains 14553 members 
Mstep: Class 45 contains 37966 members 
Mstep: Class 46 contains 2288 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7403 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152332.000000 Penalty: 169439.390625
Iteration 114Q: 52 clusters Score -5.115233e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3473 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 8820 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 19801 members 
Mstep: Class 9 contains 24673 members 
Mstep: Class 10 contains 58565 members 
Mstep: Class 11 contains 57905 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16158 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22045 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40427 members 
Mstep: Class 30 contains 11708 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60901 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14025 members 
Mstep: Class 40 contains 39632 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1831 members 
Mstep: Class 44 contains 14554 members 
Mstep: Class 45 contains 37999 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7405 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152352.000000 Penalty: 169439.390625
Iteration 115Q: 52 clusters Score -5.115235e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 19798 members 
Mstep: Class 9 contains 24676 members 
Mstep: Class 10 contains 58570 members 
Mstep: Class 11 contains 57903 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16183 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9327 members 
Mstep: Class 24 contains 22027 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40415 members 
Mstep: Class 30 contains 11675 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60903 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2440 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15277 members 
Mstep: Class 39 contains 14028 members 
Mstep: Class 40 contains 39635 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1832 members 
Mstep: Class 44 contains 14556 members 
Mstep: Class 45 contains 38022 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7408 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152432.000000 Penalty: 169439.390625
Iteration 116Q: 52 clusters Score -5.115243e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 19796 members 
Mstep: Class 9 contains 24678 members 
Mstep: Class 10 contains 58577 members 
Mstep: Class 11 contains 57901 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16210 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9328 members 
Mstep: Class 24 contains 22017 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40402 members 
Mstep: Class 30 contains 11643 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60902 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15278 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39637 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1833 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38040 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152436.000000 Penalty: 169439.390625
Iteration 117Q: 52 clusters Score -5.115244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 19795 members 
Mstep: Class 9 contains 24680 members 
Mstep: Class 10 contains 58581 members 
Mstep: Class 11 contains 57900 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 16236 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22011 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40397 members 
Mstep: Class 30 contains 11615 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60901 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4591 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39639 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1833 members 
Mstep: Class 44 contains 14554 members 
Mstep: Class 45 contains 38049 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152400.000000 Penalty: 169439.390625
Iteration 118Q: 52 clusters Score -5.11524e+07 nChanged 67
Entering ConstructFrom: 
Score: -51152400.000000 Penalty: 169439.390625
Entering ConstructFrom: 
Trying to split cluster 1 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1200791.375000 Penalty: 2382.627930
	Iteration 0F: 2 clusters Score -1200791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1190146.250000 Penalty: 4765.255859
	Iteration 0F: 3 clusters Score -1190146 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1193652.625000 Penalty: 4765.255859
	Iteration 1F: 3 clusters Score -1193653 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1194203.500000 Penalty: 4765.255859
	Iteration 2F: 3 clusters Score -1194204 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1194827.000000 Penalty: 4765.255859
	Iteration 3F: 3 clusters Score -1194827 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1195625.125000 Penalty: 4765.255859
	Iteration 4F: 3 clusters Score -1195625 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1196539.750000 Penalty: 4765.255859
	Iteration 5F: 3 clusters Score -1196540 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1197385.500000 Penalty: 4765.255859
	Iteration 6F: 3 clusters Score -1197386 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1198063.875000 Penalty: 4765.255859
	Iteration 7F: 3 clusters Score -1198064 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1198597.125000 Penalty: 4765.255859
	Iteration 8Q: 3 clusters Score -1198597 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1199009.250000 Penalty: 4765.255859
	Iteration 9Q: 3 clusters Score -1199009 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1199414.375000 Penalty: 4765.255859
	Iteration 10Q: 3 clusters Score -1199414 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1199822.000000 Penalty: 4765.255859
	Iteration 11Q: 3 clusters Score -1199822 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1200094.625000 Penalty: 4765.255859
	Iteration 12Q: 3 clusters Score -1200095 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1200287.750000 Penalty: 4765.255859
	Iteration 13Q: 3 clusters Score -1200288 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1200410.750000 Penalty: 4765.255859
	Iteration 14Q: 3 clusters Score -1200411 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1200504.625000 Penalty: 4765.255859
	Iteration 15Q: 3 clusters Score -1200505 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1200564.875000 Penalty: 4765.255859
	Iteration 16Q: 3 clusters Score -1200565 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1200629.500000 Penalty: 4765.255859
	Iteration 17Q: 3 clusters Score -1200630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1200678.875000 Penalty: 4765.255859
	Iteration 18Q: 3 clusters Score -1200679 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1200721.250000 Penalty: 4765.255859
	Iteration 19Q: 3 clusters Score -1200721 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1200751.375000 Penalty: 4765.255859
	Iteration 20F: 3 clusters Score -1200751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1200779.375000 Penalty: 4765.255859
	Iteration 21Q: 3 clusters Score -1200779 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1200806.125000 Penalty: 4765.255859
	Iteration 22Q: 3 clusters Score -1200806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1200834.375000 Penalty: 4765.255859
	Iteration 23Q: 3 clusters Score -1200834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1200850.125000 Penalty: 4765.255859
	Iteration 24Q: 3 clusters Score -1200850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1200862.250000 Penalty: 4765.255859
	Iteration 25Q: 3 clusters Score -1200862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1200875.250000 Penalty: 4765.255859
	Iteration 26Q: 3 clusters Score -1200875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1200885.000000 Penalty: 4765.255859
	Iteration 27Q: 3 clusters Score -1200885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1200897.250000 Penalty: 4765.255859
	Iteration 28Q: 3 clusters Score -1200897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1200911.750000 Penalty: 4765.255859
	Iteration 29Q: 3 clusters Score -1200912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1200926.375000 Penalty: 4765.255859
	Iteration 30Q: 3 clusters Score -1200926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1200938.750000 Penalty: 4765.255859
	Iteration 31Q: 3 clusters Score -1200939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1200945.375000 Penalty: 4765.255859
	Iteration 32Q: 3 clusters Score -1200945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1200954.000000 Penalty: 4765.255859
	Iteration 33Q: 3 clusters Score -1200954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1200956.625000 Penalty: 4765.255859
	Iteration 34Q: 3 clusters Score -1200957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1200960.875000 Penalty: 4765.255859
	Iteration 35Q: 3 clusters Score -1200961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1200966.250000 Penalty: 4765.255859
	Iteration 36Q: 3 clusters Score -1200966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1200969.875000 Penalty: 4765.255859
	Iteration 37Q: 3 clusters Score -1200970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1200976.125000 Penalty: 4765.255859
	Iteration 38Q: 3 clusters Score -1200976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1200976.125000 Penalty: 4765.255859
	Iteration 39Q: 3 clusters Score -1200976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1200973.250000 Penalty: 4765.255859
	Iteration 40F: 3 clusters Score -1200973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1200977.000000 Penalty: 4765.255859
	Iteration 41Q: 3 clusters Score -1200977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1200978.875000 Penalty: 4765.255859
	Iteration 42Q: 3 clusters Score -1200979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1200982.875000 Penalty: 4765.255859
	Iteration 43Q: 3 clusters Score -1200983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1200983.500000 Penalty: 4765.255859
	Iteration 44Q: 3 clusters Score -1200984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1200985.375000 Penalty: 4765.255859
	Iteration 45Q: 3 clusters Score -1200985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1200985.750000 Penalty: 4765.255859
	Iteration 46Q: 3 clusters Score -1200986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1200986.750000 Penalty: 4765.255859
	Iteration 47Q: 3 clusters Score -1200987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1200986.000000 Penalty: 4765.255859
	Iteration 48Q: 3 clusters Score -1200986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1200987.500000 Penalty: 4765.255859
	Iteration 49Q: 3 clusters Score -1200988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1200987.500000 Penalty: 4765.255859
	Iteration 50F: 3 clusters Score -1200988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 19795 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 8963 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Entering Unmasked Estep 
Score: -51151660.000000 Penalty: 172761.734375
Splitting cluster 1 changes total score from -51152400.000000 to -51151660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -230005.718750 Penalty: 1975.971436
	Iteration 0F: 2 clusters Score -230005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -226836.781250 Penalty: 3951.942871
	Iteration 0F: 3 clusters Score -226836.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -227589.671875 Penalty: 3951.942871
	Iteration 1F: 3 clusters Score -227589.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -227893.953125 Penalty: 3951.942871
	Iteration 2F: 3 clusters Score -227894 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -228161.484375 Penalty: 3951.942871
	Iteration 3F: 3 clusters Score -228161.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -228415.250000 Penalty: 3951.942871
	Iteration 4F: 3 clusters Score -228415.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -228621.578125 Penalty: 3951.942871
	Iteration 5F: 3 clusters Score -228621.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -228775.062500 Penalty: 3951.942871
	Iteration 6Q: 3 clusters Score -228775.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -228858.875000 Penalty: 3951.942871
	Iteration 7Q: 3 clusters Score -228858.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -228901.437500 Penalty: 3951.942871
	Iteration 8Q: 3 clusters Score -228901.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -228933.937500 Penalty: 3951.942871
	Iteration 9Q: 3 clusters Score -228933.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -228951.859375 Penalty: 3951.942871
	Iteration 10Q: 3 clusters Score -228951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -228959.296875 Penalty: 3951.942871
	Iteration 11Q: 3 clusters Score -228959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -228965.640625 Penalty: 3951.942871
	Iteration 12Q: 3 clusters Score -228965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -228970.000000 Penalty: 3951.942871
	Iteration 13Q: 3 clusters Score -228970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -228974.343750 Penalty: 3951.942871
	Iteration 14Q: 3 clusters Score -228974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -228976.515625 Penalty: 3951.942871
	Iteration 15Q: 3 clusters Score -228976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -228977.593750 Penalty: 3951.942871
	Iteration 16Q: 3 clusters Score -228977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -228978.031250 Penalty: 3951.942871
	Iteration 17Q: 3 clusters Score -228978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -228978.718750 Penalty: 3951.942871
	Iteration 18Q: 3 clusters Score -228978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -228979.203125 Penalty: 3951.942871
	Iteration 19Q: 3 clusters Score -228979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -228979.500000 Penalty: 3951.942871
	Iteration 20F: 3 clusters Score -228979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -228980.343750 Penalty: 3951.942871
	Iteration 21Q: 3 clusters Score -228980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -228981.109375 Penalty: 3951.942871
	Iteration 22Q: 3 clusters Score -228981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -228981.718750 Penalty: 3951.942871
	Iteration 23Q: 3 clusters Score -228981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -228982.828125 Penalty: 3951.942871
	Iteration 24Q: 3 clusters Score -228982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -228984.687500 Penalty: 3951.942871
	Iteration 25Q: 3 clusters Score -228984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -228986.500000 Penalty: 3951.942871
	Iteration 26Q: 3 clusters Score -228986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -228987.656250 Penalty: 3951.942871
	Iteration 27Q: 3 clusters Score -228987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -228989.109375 Penalty: 3951.942871
	Iteration 28Q: 3 clusters Score -228989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -228989.734375 Penalty: 3951.942871
	Iteration 29Q: 3 clusters Score -228989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -228990.937500 Penalty: 3951.942871
	Iteration 30Q: 3 clusters Score -228990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -228991.703125 Penalty: 3951.942871
	Iteration 31Q: 3 clusters Score -228991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -228991.703125 Penalty: 3951.942871
	Iteration 32F: 3 clusters Score -228991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -271507.156250 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -271507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -267946.937500 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -267946.9 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -268844.718750 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -268844.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -269251.281250 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -269251.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -269611.125000 Penalty: 4043.633057
	Iteration 3F: 3 clusters Score -269611.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -269931.031250 Penalty: 4043.633057
	Iteration 4F: 3 clusters Score -269931 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -270156.562500 Penalty: 4043.633057
	Iteration 5F: 3 clusters Score -270156.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -270306.906250 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -270306.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -270403.718750 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -270403.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -270476.218750 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -270476.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -270522.000000 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -270522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -270550.125000 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -270550.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -270566.843750 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -270566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -270580.906250 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -270580.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -270590.218750 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -270590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -270594.812500 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -270594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -270599.437500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -270599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -270603.750000 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -270603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -270608.593750 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -270608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -270612.656250 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -270612.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -270618.406250 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -270618.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -270622.875000 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -270622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -270627.062500 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -270627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -270628.843750 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -270628.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -270632.062500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -270632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -270636.687500 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -270636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -270641.093750 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -270641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -270645.531250 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -270645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -270648.031250 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -270648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -270649.781250 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -270649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -270650.781250 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -270650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -270652.156250 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -270652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -270652.218750 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -270652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -270653.000000 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -270653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -270653.906250 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -270653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -270654.062500 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -270654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -270654.062500 Penalty: 4043.633057
	Iteration 35F: 3 clusters Score -270654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Entering Unmasked Estep 
Score: -339975.312500 Penalty: 2104.658691
	Iteration 0F: 2 clusters Score -339975.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -335553.031250 Penalty: 4209.317383
	Iteration 0F: 3 clusters Score -335553 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -336754.593750 Penalty: 4209.317383
	Iteration 1F: 3 clusters Score -336754.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -337150.937500 Penalty: 4209.317383
	Iteration 2F: 3 clusters Score -337150.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -337470.250000 Penalty: 4209.317383
	Iteration 3F: 3 clusters Score -337470.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -337720.156250 Penalty: 4209.317383
	Iteration 4F: 3 clusters Score -337720.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -337923.562500 Penalty: 4209.317383
	Iteration 5Q: 3 clusters Score -337923.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -338082.281250 Penalty: 4209.317383
	Iteration 6Q: 3 clusters Score -338082.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -338196.906250 Penalty: 4209.317383
	Iteration 7Q: 3 clusters Score -338196.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -338284.125000 Penalty: 4209.317383
	Iteration 8Q: 3 clusters Score -338284.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -338353.687500 Penalty: 4209.317383
	Iteration 9Q: 3 clusters Score -338353.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -338401.906250 Penalty: 4209.317383
	Iteration 10Q: 3 clusters Score -338401.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -338436.531250 Penalty: 4209.317383
	Iteration 11Q: 3 clusters Score -338436.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -338461.718750 Penalty: 4209.317383
	Iteration 12Q: 3 clusters Score -338461.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -338481.781250 Penalty: 4209.317383
	Iteration 13Q: 3 clusters Score -338481.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -338497.937500 Penalty: 4209.317383
	Iteration 14Q: 3 clusters Score -338497.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -338515.156250 Penalty: 4209.317383
	Iteration 15Q: 3 clusters Score -338515.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -338536.781250 Penalty: 4209.317383
	Iteration 16Q: 3 clusters Score -338536.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -338556.218750 Penalty: 4209.317383
	Iteration 17Q: 3 clusters Score -338556.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -338575.062500 Penalty: 4209.317383
	Iteration 18Q: 3 clusters Score -338575.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -338616.187500 Penalty: 4209.317383
	Iteration 19Q: 3 clusters Score -338616.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -338651.812500 Penalty: 4209.317383
	Iteration 20F: 3 clusters Score -338651.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -338677.500000 Penalty: 4209.317383
	Iteration 21Q: 3 clusters Score -338677.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -338700.968750 Penalty: 4209.317383
	Iteration 22Q: 3 clusters Score -338701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -338723.906250 Penalty: 4209.317383
	Iteration 23Q: 3 clusters Score -338723.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -338737.718750 Penalty: 4209.317383
	Iteration 24Q: 3 clusters Score -338737.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -338747.218750 Penalty: 4209.317383
	Iteration 25Q: 3 clusters Score -338747.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -338756.781250 Penalty: 4209.317383
	Iteration 26Q: 3 clusters Score -338756.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -338764.531250 Penalty: 4209.317383
	Iteration 27Q: 3 clusters Score -338764.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -338772.000000 Penalty: 4209.317383
	Iteration 28Q: 3 clusters Score -338772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -338777.718750 Penalty: 4209.317383
	Iteration 29Q: 3 clusters Score -338777.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -338779.906250 Penalty: 4209.317383
	Iteration 30Q: 3 clusters Score -338779.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -338783.031250 Penalty: 4209.317383
	Iteration 31Q: 3 clusters Score -338783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -338784.250000 Penalty: 4209.317383
	Iteration 32Q: 3 clusters Score -338784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -338786.187500 Penalty: 4209.317383
	Iteration 33Q: 3 clusters Score -338786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -338787.781250 Penalty: 4209.317383
	Iteration 34Q: 3 clusters Score -338787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -338788.343750 Penalty: 4209.317383
	Iteration 35Q: 3 clusters Score -338788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -338789.906250 Penalty: 4209.317383
	Iteration 36Q: 3 clusters Score -338789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -338790.500000 Penalty: 4209.317383
	Iteration 37Q: 3 clusters Score -338790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -338790.437500 Penalty: 4209.317383
	Iteration 38Q: 3 clusters Score -338790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -338791.125000 Penalty: 4209.317383
	Iteration 39Q: 3 clusters Score -338791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -338791.250000 Penalty: 4209.317383
	Iteration 40F: 3 clusters Score -338791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -338791.343750 Penalty: 4209.317383
	Iteration 41Q: 3 clusters Score -338791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -338790.875000 Penalty: 4209.317383
	Iteration 42Q: 3 clusters Score -338790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -338790.875000 Penalty: 4209.317383
	Iteration 43F: 3 clusters Score -338790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -222485.875000 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -222485.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -219387.953125 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -219388 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -220059.562500 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -220059.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -220295.437500 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -220295.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -220479.875000 Penalty: 3931.057373
	Iteration 3F: 3 clusters Score -220479.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220604.062500 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -220604.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -220711.515625 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -220711.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220798.687500 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -220798.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -220860.671875 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -220860.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -220921.078125 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -220921.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -220975.781250 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -220975.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221044.250000 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -221044.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -221114.187500 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -221114.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -221167.046875 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -221167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -221230.062500 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -221230.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -221292.562500 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -221292.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -221329.765625 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -221329.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -221355.437500 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -221355.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -221380.953125 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -221381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -221406.546875 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -221406.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -221421.468750 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -221421.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221433.046875 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -221433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -221441.140625 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -221441.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221447.953125 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -221448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221454.937500 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -221454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -221460.671875 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -221460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221466.406250 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -221466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -221473.578125 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -221473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -221483.937500 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -221483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221498.625000 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -221498.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -221522.750000 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -221522.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221536.062500 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -221536.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221544.484375 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -221544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221548.781250 Penalty: 3931.057373
	Iteration 32Q: 3 clusters Score -221548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221554.640625 Penalty: 3931.057373
	Iteration 33Q: 3 clusters Score -221554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221559.312500 Penalty: 3931.057373
	Iteration 34Q: 3 clusters Score -221559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -221562.078125 Penalty: 3931.057373
	Iteration 35Q: 3 clusters Score -221562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221566.296875 Penalty: 3931.057373
	Iteration 36Q: 3 clusters Score -221566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -221569.671875 Penalty: 3931.057373
	Iteration 37Q: 3 clusters Score -221569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221577.125000 Penalty: 3931.057373
	Iteration 38Q: 3 clusters Score -221577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221579.625000 Penalty: 3931.057373
	Iteration 39Q: 3 clusters Score -221579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221582.781250 Penalty: 3931.057373
	Iteration 40F: 3 clusters Score -221582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221585.140625 Penalty: 3931.057373
	Iteration 41Q: 3 clusters Score -221585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221587.281250 Penalty: 3931.057373
	Iteration 42Q: 3 clusters Score -221587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221588.578125 Penalty: 3931.057373
	Iteration 43Q: 3 clusters Score -221588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221591.203125 Penalty: 3931.057373
	Iteration 44Q: 3 clusters Score -221591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -221595.000000 Penalty: 3931.057373
	Iteration 45Q: 3 clusters Score -221595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -221596.250000 Penalty: 3931.057373
	Iteration 46Q: 3 clusters Score -221596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -221598.578125 Penalty: 3931.057373
	Iteration 47Q: 3 clusters Score -221598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -221601.078125 Penalty: 3931.057373
	Iteration 48Q: 3 clusters Score -221601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221603.093750 Penalty: 3931.057373
	Iteration 49Q: 3 clusters Score -221603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221606.937500 Penalty: 3931.057373
	Iteration 50Q: 3 clusters Score -221606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -221609.328125 Penalty: 3931.057373
	Iteration 51Q: 3 clusters Score -221609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221611.703125 Penalty: 3931.057373
	Iteration 52Q: 3 clusters Score -221611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221613.140625 Penalty: 3931.057373
	Iteration 53Q: 3 clusters Score -221613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -221614.531250 Penalty: 3931.057373
	Iteration 54Q: 3 clusters Score -221614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -221616.203125 Penalty: 3931.057373
	Iteration 55Q: 3 clusters Score -221616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -221617.890625 Penalty: 3931.057373
	Iteration 56Q: 3 clusters Score -221617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -221618.875000 Penalty: 3931.057373
	Iteration 57Q: 3 clusters Score -221618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -221619.953125 Penalty: 3931.057373
	Iteration 58Q: 3 clusters Score -221620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -221620.593750 Penalty: 3931.057373
	Iteration 59Q: 3 clusters Score -221620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221621.250000 Penalty: 3931.057373
	Iteration 60F: 3 clusters Score -221621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -221622.156250 Penalty: 3931.057373
	Iteration 61Q: 3 clusters Score -221622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221624.093750 Penalty: 3931.057373
	Iteration 62Q: 3 clusters Score -221624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221624.062500 Penalty: 3931.057373
	Iteration 63Q: 3 clusters Score -221624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221624.062500 Penalty: 3931.057373
	Iteration 64F: 3 clusters Score -221624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Entering Unmasked Estep 
Score: -759730.000000 Penalty: 2253.109131
	Iteration 0F: 2 clusters Score -759730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -752827.750000 Penalty: 4506.218262
	Iteration 0F: 3 clusters Score -752827.8 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -754628.812500 Penalty: 4506.218262
	Iteration 1F: 3 clusters Score -754628.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -754877.437500 Penalty: 4506.218262
	Iteration 2F: 3 clusters Score -754877.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -755046.312500 Penalty: 4506.218262
	Iteration 3Q: 3 clusters Score -755046.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -755203.125000 Penalty: 4506.218262
	Iteration 4Q: 3 clusters Score -755203.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -755327.812500 Penalty: 4506.218262
	Iteration 5Q: 3 clusters Score -755327.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -755421.312500 Penalty: 4506.218262
	Iteration 6Q: 3 clusters Score -755421.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -755492.875000 Penalty: 4506.218262
	Iteration 7Q: 3 clusters Score -755492.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -755572.687500 Penalty: 4506.218262
	Iteration 8Q: 3 clusters Score -755572.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -755644.562500 Penalty: 4506.218262
	Iteration 9Q: 3 clusters Score -755644.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -755709.750000 Penalty: 4506.218262
	Iteration 10Q: 3 clusters Score -755709.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -755766.812500 Penalty: 4506.218262
	Iteration 11Q: 3 clusters Score -755766.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -755830.187500 Penalty: 4506.218262
	Iteration 12Q: 3 clusters Score -755830.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -755897.187500 Penalty: 4506.218262
	Iteration 13Q: 3 clusters Score -755897.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -755959.687500 Penalty: 4506.218262
	Iteration 14Q: 3 clusters Score -755959.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -756025.312500 Penalty: 4506.218262
	Iteration 15Q: 3 clusters Score -756025.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -756115.000000 Penalty: 4506.218262
	Iteration 16Q: 3 clusters Score -756115 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -756211.250000 Penalty: 4506.218262
	Iteration 17Q: 3 clusters Score -756211.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -756300.062500 Penalty: 4506.218262
	Iteration 18Q: 3 clusters Score -756300.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -756405.937500 Penalty: 4506.218262
	Iteration 19Q: 3 clusters Score -756405.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -756515.687500 Penalty: 4506.218262
	Iteration 20F: 3 clusters Score -756515.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -756615.187500 Penalty: 4506.218262
	Iteration 21Q: 3 clusters Score -756615.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -756708.750000 Penalty: 4506.218262
	Iteration 22Q: 3 clusters Score -756708.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -756785.812500 Penalty: 4506.218262
	Iteration 23Q: 3 clusters Score -756785.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -756849.812500 Penalty: 4506.218262
	Iteration 24Q: 3 clusters Score -756849.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -756893.812500 Penalty: 4506.218262
	Iteration 25Q: 3 clusters Score -756893.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -756937.562500 Penalty: 4506.218262
	Iteration 26Q: 3 clusters Score -756937.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -756976.062500 Penalty: 4506.218262
	Iteration 27Q: 3 clusters Score -756976.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -757023.187500 Penalty: 4506.218262
	Iteration 28Q: 3 clusters Score -757023.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -757065.375000 Penalty: 4506.218262
	Iteration 29Q: 3 clusters Score -757065.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -757104.312500 Penalty: 4506.218262
	Iteration 30Q: 3 clusters Score -757104.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -757138.437500 Penalty: 4506.218262
	Iteration 31Q: 3 clusters Score -757138.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -757173.375000 Penalty: 4506.218262
	Iteration 32Q: 3 clusters Score -757173.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -757199.750000 Penalty: 4506.218262
	Iteration 33Q: 3 clusters Score -757199.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -757221.000000 Penalty: 4506.218262
	Iteration 34Q: 3 clusters Score -757221 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -757243.562500 Penalty: 4506.218262
	Iteration 35Q: 3 clusters Score -757243.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -757267.250000 Penalty: 4506.218262
	Iteration 36Q: 3 clusters Score -757267.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -757292.250000 Penalty: 4506.218262
	Iteration 37Q: 3 clusters Score -757292.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -757306.812500 Penalty: 4506.218262
	Iteration 38Q: 3 clusters Score -757306.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -757324.062500 Penalty: 4506.218262
	Iteration 39Q: 3 clusters Score -757324.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -757338.937500 Penalty: 4506.218262
	Iteration 40F: 3 clusters Score -757338.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -757349.312500 Penalty: 4506.218262
	Iteration 41Q: 3 clusters Score -757349.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -757363.437500 Penalty: 4506.218262
	Iteration 42Q: 3 clusters Score -757363.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -757374.625000 Penalty: 4506.218262
	Iteration 43Q: 3 clusters Score -757374.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -757385.812500 Penalty: 4506.218262
	Iteration 44Q: 3 clusters Score -757385.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -757395.437500 Penalty: 4506.218262
	Iteration 45Q: 3 clusters Score -757395.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -757402.437500 Penalty: 4506.218262
	Iteration 46Q: 3 clusters Score -757402.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -757406.875000 Penalty: 4506.218262
	Iteration 47Q: 3 clusters Score -757406.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -757411.250000 Penalty: 4506.218262
	Iteration 48Q: 3 clusters Score -757411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -757416.812500 Penalty: 4506.218262
	Iteration 49Q: 3 clusters Score -757416.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -757421.375000 Penalty: 4506.218262
	Iteration 50Q: 3 clusters Score -757421.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -757427.375000 Penalty: 4506.218262
	Iteration 51Q: 3 clusters Score -757427.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -757435.875000 Penalty: 4506.218262
	Iteration 52Q: 3 clusters Score -757435.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -757441.750000 Penalty: 4506.218262
	Iteration 53Q: 3 clusters Score -757441.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -757448.000000 Penalty: 4506.218262
	Iteration 54Q: 3 clusters Score -757448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -757454.187500 Penalty: 4506.218262
	Iteration 55Q: 3 clusters Score -757454.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -757462.750000 Penalty: 4506.218262
	Iteration 56Q: 3 clusters Score -757462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -757468.687500 Penalty: 4506.218262
	Iteration 57Q: 3 clusters Score -757468.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -757474.375000 Penalty: 4506.218262
	Iteration 58Q: 3 clusters Score -757474.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -757480.375000 Penalty: 4506.218262
	Iteration 59Q: 3 clusters Score -757480.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -757488.187500 Penalty: 4506.218262
	Iteration 60F: 3 clusters Score -757488.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -757492.875000 Penalty: 4506.218262
	Iteration 61Q: 3 clusters Score -757492.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -757497.687500 Penalty: 4506.218262
	Iteration 62Q: 3 clusters Score -757497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -757502.812500 Penalty: 4506.218262
	Iteration 63Q: 3 clusters Score -757502.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -757508.937500 Penalty: 4506.218262
	Iteration 64Q: 3 clusters Score -757508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -757510.000000 Penalty: 4506.218262
	Iteration 65Q: 3 clusters Score -757510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -757510.187500 Penalty: 4506.218262
	Iteration 66Q: 3 clusters Score -757510.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -757511.562500 Penalty: 4506.218262
	Iteration 67Q: 3 clusters Score -757511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -757514.062500 Penalty: 4506.218262
	Iteration 68Q: 3 clusters Score -757514.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -757516.187500 Penalty: 4506.218262
	Iteration 69Q: 3 clusters Score -757516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -757518.000000 Penalty: 4506.218262
	Iteration 70Q: 3 clusters Score -757518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -757522.125000 Penalty: 4506.218262
	Iteration 71Q: 3 clusters Score -757522.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -757523.000000 Penalty: 4506.218262
	Iteration 72Q: 3 clusters Score -757523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -757525.125000 Penalty: 4506.218262
	Iteration 73Q: 3 clusters Score -757525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -757525.250000 Penalty: 4506.218262
	Iteration 74Q: 3 clusters Score -757525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -757526.687500 Penalty: 4506.218262
	Iteration 75Q: 3 clusters Score -757526.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -757528.500000 Penalty: 4506.218262
	Iteration 76Q: 3 clusters Score -757528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -757530.312500 Penalty: 4506.218262
	Iteration 77Q: 3 clusters Score -757530.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -757530.750000 Penalty: 4506.218262
	Iteration 78Q: 3 clusters Score -757530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -757534.500000 Penalty: 4506.218262
	Iteration 79Q: 3 clusters Score -757534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -757534.562500 Penalty: 4506.218262
	Iteration 80F: 3 clusters Score -757534.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -757540.750000 Penalty: 4506.218262
	Iteration 81Q: 3 clusters Score -757540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -757542.375000 Penalty: 4506.218262
	Iteration 82Q: 3 clusters Score -757542.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -757545.250000 Penalty: 4506.218262
	Iteration 83Q: 3 clusters Score -757545.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -757549.750000 Penalty: 4506.218262
	Iteration 84Q: 3 clusters Score -757549.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -757553.062500 Penalty: 4506.218262
	Iteration 85Q: 3 clusters Score -757553.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -757556.937500 Penalty: 4506.218262
	Iteration 86Q: 3 clusters Score -757556.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -757559.312500 Penalty: 4506.218262
	Iteration 87Q: 3 clusters Score -757559.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -757561.750000 Penalty: 4506.218262
	Iteration 88Q: 3 clusters Score -757561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -757564.875000 Penalty: 4506.218262
	Iteration 89Q: 3 clusters Score -757564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -757564.875000 Penalty: 4506.218262
	Iteration 90Q: 3 clusters Score -757564.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -757565.312500 Penalty: 4506.218262
	Iteration 91Q: 3 clusters Score -757565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -757566.000000 Penalty: 4506.218262
	Iteration 92Q: 3 clusters Score -757566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -757566.125000 Penalty: 4506.218262
	Iteration 93Q: 3 clusters Score -757566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -757567.187500 Penalty: 4506.218262
	Iteration 94Q: 3 clusters Score -757567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -757569.375000 Penalty: 4506.218262
	Iteration 95Q: 3 clusters Score -757569.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -757570.875000 Penalty: 4506.218262
	Iteration 96Q: 3 clusters Score -757570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -757570.562500 Penalty: 4506.218262
	Iteration 97Q: 3 clusters Score -757570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -757571.562500 Penalty: 4506.218262
	Iteration 98Q: 3 clusters Score -757571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -757575.187500 Penalty: 4506.218262
	Iteration 99Q: 3 clusters Score -757575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -757576.687500 Penalty: 4506.218262
	Iteration 100F: 3 clusters Score -757576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -757578.812500 Penalty: 4506.218262
	Iteration 101Q: 3 clusters Score -757578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -757580.000000 Penalty: 4506.218262
	Iteration 102Q: 3 clusters Score -757580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -757580.062500 Penalty: 4506.218262
	Iteration 103Q: 3 clusters Score -757580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -757582.312500 Penalty: 4506.218262
	Iteration 104Q: 3 clusters Score -757582.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -757587.312500 Penalty: 4506.218262
	Iteration 105Q: 3 clusters Score -757587.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -757589.312500 Penalty: 4506.218262
	Iteration 106Q: 3 clusters Score -757589.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -757589.375000 Penalty: 4506.218262
	Iteration 107Q: 3 clusters Score -757589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -757590.812500 Penalty: 4506.218262
	Iteration 108Q: 3 clusters Score -757590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -757595.937500 Penalty: 4506.218262
	Iteration 109Q: 3 clusters Score -757595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -757597.125000 Penalty: 4506.218262
	Iteration 110Q: 3 clusters Score -757597.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -757600.937500 Penalty: 4506.218262
	Iteration 111Q: 3 clusters Score -757600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -757602.500000 Penalty: 4506.218262
	Iteration 112Q: 3 clusters Score -757602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -757602.187500 Penalty: 4506.218262
	Iteration 113Q: 3 clusters Score -757602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -757604.500000 Penalty: 4506.218262
	Iteration 114Q: 3 clusters Score -757604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -757604.312500 Penalty: 4506.218262
	Iteration 115Q: 3 clusters Score -757604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -757604.812500 Penalty: 4506.218262
	Iteration 116Q: 3 clusters Score -757604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -757605.875000 Penalty: 4506.218262
	Iteration 117Q: 3 clusters Score -757605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -757606.687500 Penalty: 4506.218262
	Iteration 118Q: 3 clusters Score -757606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -757606.875000 Penalty: 4506.218262
	Iteration 119Q: 3 clusters Score -757606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -757606.875000 Penalty: 4506.218262
	Iteration 120F: 3 clusters Score -757606.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Entering Unmasked Estep 
Score: -575737.437500 Penalty: 2198.457275
	Iteration 0F: 2 clusters Score -575737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -569904.375000 Penalty: 4396.914551
	Iteration 0F: 3 clusters Score -569904.4 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -571476.562500 Penalty: 4396.914551
	Iteration 1F: 3 clusters Score -571476.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -571725.312500 Penalty: 4396.914551
	Iteration 2F: 3 clusters Score -571725.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -571886.687500 Penalty: 4396.914551
	Iteration 3F: 3 clusters Score -571886.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -571993.062500 Penalty: 4396.914551
	Iteration 4Q: 3 clusters Score -571993.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -572084.562500 Penalty: 4396.914551
	Iteration 5Q: 3 clusters Score -572084.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -572160.625000 Penalty: 4396.914551
	Iteration 6Q: 3 clusters Score -572160.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -572224.187500 Penalty: 4396.914551
	Iteration 7Q: 3 clusters Score -572224.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -572283.000000 Penalty: 4396.914551
	Iteration 8Q: 3 clusters Score -572283 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -572345.500000 Penalty: 4396.914551
	Iteration 9Q: 3 clusters Score -572345.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -572400.875000 Penalty: 4396.914551
	Iteration 10Q: 3 clusters Score -572400.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -572456.375000 Penalty: 4396.914551
	Iteration 11Q: 3 clusters Score -572456.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -572513.500000 Penalty: 4396.914551
	Iteration 12Q: 3 clusters Score -572513.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -572572.125000 Penalty: 4396.914551
	Iteration 13Q: 3 clusters Score -572572.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -572639.937500 Penalty: 4396.914551
	Iteration 14Q: 3 clusters Score -572639.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -572719.375000 Penalty: 4396.914551
	Iteration 15Q: 3 clusters Score -572719.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -572794.062500 Penalty: 4396.914551
	Iteration 16Q: 3 clusters Score -572794.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -572866.125000 Penalty: 4396.914551
	Iteration 17Q: 3 clusters Score -572866.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -572939.875000 Penalty: 4396.914551
	Iteration 18Q: 3 clusters Score -572939.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -573012.312500 Penalty: 4396.914551
	Iteration 19Q: 3 clusters Score -573012.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -573103.937500 Penalty: 4396.914551
	Iteration 20F: 3 clusters Score -573103.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -573208.125000 Penalty: 4396.914551
	Iteration 21Q: 3 clusters Score -573208.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -573296.687500 Penalty: 4396.914551
	Iteration 22Q: 3 clusters Score -573296.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -573385.437500 Penalty: 4396.914551
	Iteration 23Q: 3 clusters Score -573385.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -573457.500000 Penalty: 4396.914551
	Iteration 24Q: 3 clusters Score -573457.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -573517.187500 Penalty: 4396.914551
	Iteration 25Q: 3 clusters Score -573517.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -573566.812500 Penalty: 4396.914551
	Iteration 26Q: 3 clusters Score -573566.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -573609.562500 Penalty: 4396.914551
	Iteration 27Q: 3 clusters Score -573609.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -573656.687500 Penalty: 4396.914551
	Iteration 28Q: 3 clusters Score -573656.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -573683.000000 Penalty: 4396.914551
	Iteration 29Q: 3 clusters Score -573683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -573708.812500 Penalty: 4396.914551
	Iteration 30Q: 3 clusters Score -573708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -573733.437500 Penalty: 4396.914551
	Iteration 31Q: 3 clusters Score -573733.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -573759.625000 Penalty: 4396.914551
	Iteration 32Q: 3 clusters Score -573759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -573779.437500 Penalty: 4396.914551
	Iteration 33Q: 3 clusters Score -573779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -573792.875000 Penalty: 4396.914551
	Iteration 34Q: 3 clusters Score -573792.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -573804.437500 Penalty: 4396.914551
	Iteration 35Q: 3 clusters Score -573804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -573809.812500 Penalty: 4396.914551
	Iteration 36Q: 3 clusters Score -573809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -573816.312500 Penalty: 4396.914551
	Iteration 37Q: 3 clusters Score -573816.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -573823.812500 Penalty: 4396.914551
	Iteration 38Q: 3 clusters Score -573823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -573828.500000 Penalty: 4396.914551
	Iteration 39Q: 3 clusters Score -573828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -573829.937500 Penalty: 4396.914551
	Iteration 40F: 3 clusters Score -573829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -573837.062500 Penalty: 4396.914551
	Iteration 41Q: 3 clusters Score -573837.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -573837.625000 Penalty: 4396.914551
	Iteration 42Q: 3 clusters Score -573837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -573842.250000 Penalty: 4396.914551
	Iteration 43Q: 3 clusters Score -573842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -573842.750000 Penalty: 4396.914551
	Iteration 44Q: 3 clusters Score -573842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -573843.937500 Penalty: 4396.914551
	Iteration 45Q: 3 clusters Score -573843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -573847.250000 Penalty: 4396.914551
	Iteration 46Q: 3 clusters Score -573847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -573849.375000 Penalty: 4396.914551
	Iteration 47Q: 3 clusters Score -573849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -573849.125000 Penalty: 4396.914551
	Iteration 48Q: 3 clusters Score -573849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -573849.125000 Penalty: 4396.914551
	Iteration 49F: 3 clusters Score -573849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Entering Unmasked Estep 
Score: -1642331.125000 Penalty: 2453.509766
	Iteration 0F: 2 clusters Score -1642331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1628333.000000 Penalty: 4907.019531
	Iteration 0F: 3 clusters Score -1628333 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1633377.875000 Penalty: 4907.019531
	Iteration 1F: 3 clusters Score -1633378 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1634313.750000 Penalty: 4907.019531
	Iteration 2F: 3 clusters Score -1634314 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1635364.875000 Penalty: 4907.019531
	Iteration 3F: 3 clusters Score -1635365 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1636466.500000 Penalty: 4907.019531
	Iteration 4F: 3 clusters Score -1636466 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1637700.125000 Penalty: 4907.019531
	Iteration 5F: 3 clusters Score -1637700 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1639193.250000 Penalty: 4907.019531
	Iteration 6F: 3 clusters Score -1639193 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1641101.875000 Penalty: 4907.019531
	Iteration 7F: 3 clusters Score -1641102 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1642612.000000 Penalty: 4907.019531
	Iteration 8F: 3 clusters Score -1642612 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1643450.750000 Penalty: 4907.019531
	Iteration 9Q: 3 clusters Score -1643451 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1643876.875000 Penalty: 4907.019531
	Iteration 10Q: 3 clusters Score -1643877 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1644127.000000 Penalty: 4907.019531
	Iteration 11Q: 3 clusters Score -1644127 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1644368.375000 Penalty: 4907.019531
	Iteration 12Q: 3 clusters Score -1644368 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1644639.375000 Penalty: 4907.019531
	Iteration 13Q: 3 clusters Score -1644639 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1645062.750000 Penalty: 4907.019531
	Iteration 14Q: 3 clusters Score -1645063 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1645661.875000 Penalty: 4907.019531
	Iteration 15Q: 3 clusters Score -1645662 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1646337.125000 Penalty: 4907.019531
	Iteration 16Q: 3 clusters Score -1646337 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1646722.125000 Penalty: 4907.019531
	Iteration 17Q: 3 clusters Score -1646722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1646844.625000 Penalty: 4907.019531
	Iteration 18Q: 3 clusters Score -1646845 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1646891.000000 Penalty: 4907.019531
	Iteration 19Q: 3 clusters Score -1646891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1646912.125000 Penalty: 4907.019531
	Iteration 20F: 3 clusters Score -1646912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1646930.500000 Penalty: 4907.019531
	Iteration 21Q: 3 clusters Score -1646930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1646931.500000 Penalty: 4907.019531
	Iteration 22Q: 3 clusters Score -1646932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1646937.500000 Penalty: 4907.019531
	Iteration 23Q: 3 clusters Score -1646938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1646937.000000 Penalty: 4907.019531
	Iteration 24Q: 3 clusters Score -1646937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1646939.375000 Penalty: 4907.019531
	Iteration 25Q: 3 clusters Score -1646939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1646940.750000 Penalty: 4907.019531
	Iteration 26Q: 3 clusters Score -1646941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1646937.875000 Penalty: 4907.019531
	Iteration 27Q: 3 clusters Score -1646938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1646941.625000 Penalty: 4907.019531
	Iteration 28Q: 3 clusters Score -1646942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1646941.375000 Penalty: 4907.019531
	Iteration 29Q: 3 clusters Score -1646941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1646942.500000 Penalty: 4907.019531
	Iteration 30Q: 3 clusters Score -1646942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1646944.625000 Penalty: 4907.019531
	Iteration 31Q: 3 clusters Score -1646945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1646945.625000 Penalty: 4907.019531
	Iteration 32Q: 3 clusters Score -1646946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1646944.750000 Penalty: 4907.019531
	Iteration 33Q: 3 clusters Score -1646945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1646944.625000 Penalty: 4907.019531
	Iteration 34Q: 3 clusters Score -1646945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1646943.500000 Penalty: 4907.019531
	Iteration 35Q: 3 clusters Score -1646944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1646943.500000 Penalty: 4907.019531
	Iteration 36F: 3 clusters Score -1646944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 1606 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Entering Unmasked Estep 
Score: -51156128.000000 Penalty: 172761.734375
Splitting cluster 8 changes total score from -51152400.000000 to -51156128.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 9 (24682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Entering Unmasked Estep 
Score: -2009639.500000 Penalty: 2508.229736
	Iteration 0F: 2 clusters Score -2009640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1992608.375000 Penalty: 5016.459473
	Iteration 0F: 3 clusters Score -1992608 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1998804.875000 Penalty: 5016.459473
	Iteration 1F: 3 clusters Score -1998805 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1999527.875000 Penalty: 5016.459473
	Iteration 2F: 3 clusters Score -1999528 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2000408.000000 Penalty: 5016.459473
	Iteration 3F: 3 clusters Score -2000408 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2001501.625000 Penalty: 5016.459473
	Iteration 4F: 3 clusters Score -2001502 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2002678.750000 Penalty: 5016.459473
	Iteration 5F: 3 clusters Score -2002679 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2003645.500000 Penalty: 5016.459473
	Iteration 6F: 3 clusters Score -2003646 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2004465.500000 Penalty: 5016.459473
	Iteration 7F: 3 clusters Score -2004466 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2005175.250000 Penalty: 5016.459473
	Iteration 8Q: 3 clusters Score -2005175 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2005741.125000 Penalty: 5016.459473
	Iteration 9Q: 3 clusters Score -2005741 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2006173.125000 Penalty: 5016.459473
	Iteration 10Q: 3 clusters Score -2006173 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2006475.625000 Penalty: 5016.459473
	Iteration 11Q: 3 clusters Score -2006476 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2006667.250000 Penalty: 5016.459473
	Iteration 12Q: 3 clusters Score -2006667 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2006794.750000 Penalty: 5016.459473
	Iteration 13Q: 3 clusters Score -2006795 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2006873.875000 Penalty: 5016.459473
	Iteration 14Q: 3 clusters Score -2006874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2006937.250000 Penalty: 5016.459473
	Iteration 15Q: 3 clusters Score -2006937 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2006997.875000 Penalty: 5016.459473
	Iteration 16Q: 3 clusters Score -2006998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2007040.875000 Penalty: 5016.459473
	Iteration 17Q: 3 clusters Score -2007041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2007068.500000 Penalty: 5016.459473
	Iteration 18Q: 3 clusters Score -2007068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2007089.875000 Penalty: 5016.459473
	Iteration 19Q: 3 clusters Score -2007090 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2007114.375000 Penalty: 5016.459473
	Iteration 20F: 3 clusters Score -2007114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2007125.375000 Penalty: 5016.459473
	Iteration 21Q: 3 clusters Score -2007125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2007137.000000 Penalty: 5016.459473
	Iteration 22Q: 3 clusters Score -2007137 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2007166.125000 Penalty: 5016.459473
	Iteration 23Q: 3 clusters Score -2007166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2007192.375000 Penalty: 5016.459473
	Iteration 24Q: 3 clusters Score -2007192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2007204.250000 Penalty: 5016.459473
	Iteration 25Q: 3 clusters Score -2007204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2007214.125000 Penalty: 5016.459473
	Iteration 26Q: 3 clusters Score -2007214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2007231.125000 Penalty: 5016.459473
	Iteration 27Q: 3 clusters Score -2007231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2007242.500000 Penalty: 5016.459473
	Iteration 28Q: 3 clusters Score -2007242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2007251.000000 Penalty: 5016.459473
	Iteration 29Q: 3 clusters Score -2007251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2007257.875000 Penalty: 5016.459473
	Iteration 30Q: 3 clusters Score -2007258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2007260.375000 Penalty: 5016.459473
	Iteration 31Q: 3 clusters Score -2007260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2007268.375000 Penalty: 5016.459473
	Iteration 32Q: 3 clusters Score -2007268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2007272.000000 Penalty: 5016.459473
	Iteration 33Q: 3 clusters Score -2007272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2007285.500000 Penalty: 5016.459473
	Iteration 34Q: 3 clusters Score -2007286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2007286.500000 Penalty: 5016.459473
	Iteration 35Q: 3 clusters Score -2007286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2007297.375000 Penalty: 5016.459473
	Iteration 36Q: 3 clusters Score -2007297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2007305.000000 Penalty: 5016.459473
	Iteration 37Q: 3 clusters Score -2007305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2007325.875000 Penalty: 5016.459473
	Iteration 38Q: 3 clusters Score -2007326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2007332.375000 Penalty: 5016.459473
	Iteration 39Q: 3 clusters Score -2007332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2007349.875000 Penalty: 5016.459473
	Iteration 40F: 3 clusters Score -2007350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2007370.125000 Penalty: 5016.459473
	Iteration 41Q: 3 clusters Score -2007370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2007397.750000 Penalty: 5016.459473
	Iteration 42Q: 3 clusters Score -2007398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2007421.500000 Penalty: 5016.459473
	Iteration 43Q: 3 clusters Score -2007422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2007427.000000 Penalty: 5016.459473
	Iteration 44Q: 3 clusters Score -2007427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2007445.125000 Penalty: 5016.459473
	Iteration 45Q: 3 clusters Score -2007445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2007458.625000 Penalty: 5016.459473
	Iteration 46Q: 3 clusters Score -2007459 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2007481.125000 Penalty: 5016.459473
	Iteration 47Q: 3 clusters Score -2007481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2007500.125000 Penalty: 5016.459473
	Iteration 48Q: 3 clusters Score -2007500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2007521.500000 Penalty: 5016.459473
	Iteration 49Q: 3 clusters Score -2007522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2007537.500000 Penalty: 5016.459473
	Iteration 50Q: 3 clusters Score -2007538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2007552.750000 Penalty: 5016.459473
	Iteration 51Q: 3 clusters Score -2007553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2007572.875000 Penalty: 5016.459473
	Iteration 52Q: 3 clusters Score -2007573 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2007589.625000 Penalty: 5016.459473
	Iteration 53Q: 3 clusters Score -2007590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2007606.000000 Penalty: 5016.459473
	Iteration 54Q: 3 clusters Score -2007606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2007619.250000 Penalty: 5016.459473
	Iteration 55Q: 3 clusters Score -2007619 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2007629.750000 Penalty: 5016.459473
	Iteration 56Q: 3 clusters Score -2007630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2007641.625000 Penalty: 5016.459473
	Iteration 57Q: 3 clusters Score -2007642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2007648.375000 Penalty: 5016.459473
	Iteration 58Q: 3 clusters Score -2007648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2007666.375000 Penalty: 5016.459473
	Iteration 59Q: 3 clusters Score -2007666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2007679.250000 Penalty: 5016.459473
	Iteration 60F: 3 clusters Score -2007679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2007690.750000 Penalty: 5016.459473
	Iteration 61Q: 3 clusters Score -2007691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2007701.250000 Penalty: 5016.459473
	Iteration 62Q: 3 clusters Score -2007701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2007699.875000 Penalty: 5016.459473
	Iteration 63Q: 3 clusters Score -2007700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2007701.375000 Penalty: 5016.459473
	Iteration 64Q: 3 clusters Score -2007701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2007708.000000 Penalty: 5016.459473
	Iteration 65Q: 3 clusters Score -2007708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2007713.375000 Penalty: 5016.459473
	Iteration 66Q: 3 clusters Score -2007713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2007716.125000 Penalty: 5016.459473
	Iteration 67Q: 3 clusters Score -2007716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2007726.500000 Penalty: 5016.459473
	Iteration 68Q: 3 clusters Score -2007726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2007729.625000 Penalty: 5016.459473
	Iteration 69Q: 3 clusters Score -2007730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2007732.750000 Penalty: 5016.459473
	Iteration 70Q: 3 clusters Score -2007733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2007737.250000 Penalty: 5016.459473
	Iteration 71Q: 3 clusters Score -2007737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2007737.000000 Penalty: 5016.459473
	Iteration 72Q: 3 clusters Score -2007737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2007739.250000 Penalty: 5016.459473
	Iteration 73Q: 3 clusters Score -2007739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2007736.250000 Penalty: 5016.459473
	Iteration 74Q: 3 clusters Score -2007736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2007740.750000 Penalty: 5016.459473
	Iteration 75Q: 3 clusters Score -2007741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2007743.500000 Penalty: 5016.459473
	Iteration 76Q: 3 clusters Score -2007744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2007743.375000 Penalty: 5016.459473
	Iteration 77Q: 3 clusters Score -2007743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2007742.750000 Penalty: 5016.459473
	Iteration 78Q: 3 clusters Score -2007743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2007746.875000 Penalty: 5016.459473
	Iteration 79Q: 3 clusters Score -2007747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2007750.625000 Penalty: 5016.459473
	Iteration 80F: 3 clusters Score -2007751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2007750.375000 Penalty: 5016.459473
	Iteration 81Q: 3 clusters Score -2007750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2007755.750000 Penalty: 5016.459473
	Iteration 82Q: 3 clusters Score -2007756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2007755.500000 Penalty: 5016.459473
	Iteration 83Q: 3 clusters Score -2007756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2007758.125000 Penalty: 5016.459473
	Iteration 84Q: 3 clusters Score -2007758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2007755.750000 Penalty: 5016.459473
	Iteration 85Q: 3 clusters Score -2007756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2007757.625000 Penalty: 5016.459473
	Iteration 86Q: 3 clusters Score -2007758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2007757.500000 Penalty: 5016.459473
	Iteration 87Q: 3 clusters Score -2007758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2007760.000000 Penalty: 5016.459473
	Iteration 88Q: 3 clusters Score -2007760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2007761.750000 Penalty: 5016.459473
	Iteration 89Q: 3 clusters Score -2007762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2007760.750000 Penalty: 5016.459473
	Iteration 90Q: 3 clusters Score -2007761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2007759.000000 Penalty: 5016.459473
	Iteration 91Q: 3 clusters Score -2007759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2007761.375000 Penalty: 5016.459473
	Iteration 92Q: 3 clusters Score -2007761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2007758.875000 Penalty: 5016.459473
	Iteration 93Q: 3 clusters Score -2007759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2007758.875000 Penalty: 5016.459473
	Iteration 94F: 3 clusters Score -2007759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Entering Unmasked Estep 
Score: -4703371.500000 Penalty: 2722.618896
	Iteration 0F: 2 clusters Score -4703372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4663916.500000 Penalty: 5445.237793
	Iteration 0F: 3 clusters Score -4663916 nChanged 27370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4679309.000000 Penalty: 5445.237793
	Iteration 1F: 3 clusters Score -4679309 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4680025.000000 Penalty: 5445.237793
	Iteration 2Q: 3 clusters Score -4680025 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4680980.000000 Penalty: 5445.237793
	Iteration 3Q: 3 clusters Score -4680980 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4682351.000000 Penalty: 5445.237793
	Iteration 4Q: 3 clusters Score -4682351 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4684395.000000 Penalty: 5445.237793
	Iteration 5F: 3 clusters Score -4684395 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4686917.500000 Penalty: 5445.237793
	Iteration 6F: 3 clusters Score -4686918 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -4689522.000000 Penalty: 5445.237793
	Iteration 7F: 3 clusters Score -4689522 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4691955.000000 Penalty: 5445.237793
	Iteration 8F: 3 clusters Score -4691955 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4693902.000000 Penalty: 5445.237793
	Iteration 9F: 3 clusters Score -4693902 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4695665.000000 Penalty: 5445.237793
	Iteration 10Q: 3 clusters Score -4695665 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4697110.000000 Penalty: 5445.237793
	Iteration 11Q: 3 clusters Score -4697110 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4698322.000000 Penalty: 5445.237793
	Iteration 12Q: 3 clusters Score -4698322 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4699306.000000 Penalty: 5445.237793
	Iteration 13Q: 3 clusters Score -4699306 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4699983.500000 Penalty: 5445.237793
	Iteration 14Q: 3 clusters Score -4699984 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4700531.000000 Penalty: 5445.237793
	Iteration 15Q: 3 clusters Score -4700531 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4700836.500000 Penalty: 5445.237793
	Iteration 16Q: 3 clusters Score -4700836 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4701055.500000 Penalty: 5445.237793
	Iteration 17Q: 3 clusters Score -4701056 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4701230.500000 Penalty: 5445.237793
	Iteration 18Q: 3 clusters Score -4701230 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4701361.000000 Penalty: 5445.237793
	Iteration 19Q: 3 clusters Score -4701361 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4701436.500000 Penalty: 5445.237793
	Iteration 20F: 3 clusters Score -4701436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4701504.500000 Penalty: 5445.237793
	Iteration 21Q: 3 clusters Score -4701504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4701551.500000 Penalty: 5445.237793
	Iteration 22Q: 3 clusters Score -4701552 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4701582.000000 Penalty: 5445.237793
	Iteration 23Q: 3 clusters Score -4701582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4701598.000000 Penalty: 5445.237793
	Iteration 24Q: 3 clusters Score -4701598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4701620.500000 Penalty: 5445.237793
	Iteration 25Q: 3 clusters Score -4701620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4701634.500000 Penalty: 5445.237793
	Iteration 26Q: 3 clusters Score -4701634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4701649.500000 Penalty: 5445.237793
	Iteration 27Q: 3 clusters Score -4701650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4701654.500000 Penalty: 5445.237793
	Iteration 28Q: 3 clusters Score -4701654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4701657.500000 Penalty: 5445.237793
	Iteration 29Q: 3 clusters Score -4701658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4701672.500000 Penalty: 5445.237793
	Iteration 30Q: 3 clusters Score -4701672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4701678.500000 Penalty: 5445.237793
	Iteration 31Q: 3 clusters Score -4701678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4701688.000000 Penalty: 5445.237793
	Iteration 32Q: 3 clusters Score -4701688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4701701.500000 Penalty: 5445.237793
	Iteration 33Q: 3 clusters Score -4701702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4701727.000000 Penalty: 5445.237793
	Iteration 34Q: 3 clusters Score -4701727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4701745.500000 Penalty: 5445.237793
	Iteration 35Q: 3 clusters Score -4701746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4701773.500000 Penalty: 5445.237793
	Iteration 36Q: 3 clusters Score -4701774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4701796.000000 Penalty: 5445.237793
	Iteration 37Q: 3 clusters Score -4701796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4701842.500000 Penalty: 5445.237793
	Iteration 38Q: 3 clusters Score -4701842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4701888.500000 Penalty: 5445.237793
	Iteration 39Q: 3 clusters Score -4701888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4701951.500000 Penalty: 5445.237793
	Iteration 40F: 3 clusters Score -4701952 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4702016.000000 Penalty: 5445.237793
	Iteration 41Q: 3 clusters Score -4702016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4702080.500000 Penalty: 5445.237793
	Iteration 42Q: 3 clusters Score -4702080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4702126.000000 Penalty: 5445.237793
	Iteration 43Q: 3 clusters Score -4702126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4702159.500000 Penalty: 5445.237793
	Iteration 44Q: 3 clusters Score -4702160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4702172.000000 Penalty: 5445.237793
	Iteration 45Q: 3 clusters Score -4702172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4702194.000000 Penalty: 5445.237793
	Iteration 46Q: 3 clusters Score -4702194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4702194.000000 Penalty: 5445.237793
	Iteration 47Q: 3 clusters Score -4702194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4702199.000000 Penalty: 5445.237793
	Iteration 48Q: 3 clusters Score -4702199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4702205.000000 Penalty: 5445.237793
	Iteration 49Q: 3 clusters Score -4702205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4702207.500000 Penalty: 5445.237793
	Iteration 50Q: 3 clusters Score -4702208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4702211.500000 Penalty: 5445.237793
	Iteration 51Q: 3 clusters Score -4702212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4702216.000000 Penalty: 5445.237793
	Iteration 52Q: 3 clusters Score -4702216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4702209.500000 Penalty: 5445.237793
	Iteration 53Q: 3 clusters Score -4702210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4702213.500000 Penalty: 5445.237793
	Iteration 54Q: 3 clusters Score -4702214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4702216.500000 Penalty: 5445.237793
	Iteration 55Q: 3 clusters Score -4702216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4702216.500000 Penalty: 5445.237793
	Iteration 56Q: 3 clusters Score -4702216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4702216.500000 Penalty: 5445.237793
	Iteration 57F: 3 clusters Score -4702216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Entering Unmasked Estep 
Score: -4728814.500000 Penalty: 2719.680908
	Iteration 0F: 2 clusters Score -4728814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4689956.000000 Penalty: 5439.361816
	Iteration 0F: 3 clusters Score -4689956 nChanged 26903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4705257.000000 Penalty: 5439.361816
	Iteration 1F: 3 clusters Score -4705257 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4706004.500000 Penalty: 5439.361816
	Iteration 2Q: 3 clusters Score -4706004 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4706980.000000 Penalty: 5439.361816
	Iteration 3Q: 3 clusters Score -4706980 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4708200.000000 Penalty: 5439.361816
	Iteration 4Q: 3 clusters Score -4708200 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4709882.500000 Penalty: 5439.361816
	Iteration 5F: 3 clusters Score -4709882 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4711848.500000 Penalty: 5439.361816
	Iteration 6F: 3 clusters Score -4711848 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4713893.000000 Penalty: 5439.361816
	Iteration 7F: 3 clusters Score -4713893 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -4715653.000000 Penalty: 5439.361816
	Iteration 8F: 3 clusters Score -4715653 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4716978.500000 Penalty: 5439.361816
	Iteration 9Q: 3 clusters Score -4716978 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -4717967.000000 Penalty: 5439.361816
	Iteration 10Q: 3 clusters Score -4717967 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -4718782.500000 Penalty: 5439.361816
	Iteration 11Q: 3 clusters Score -4718782 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -4719541.500000 Penalty: 5439.361816
	Iteration 12Q: 3 clusters Score -4719542 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -4720353.500000 Penalty: 5439.361816
	Iteration 13Q: 3 clusters Score -4720354 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -4721275.000000 Penalty: 5439.361816
	Iteration 14Q: 3 clusters Score -4721275 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -4722303.500000 Penalty: 5439.361816
	Iteration 15Q: 3 clusters Score -4722304 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -4723301.500000 Penalty: 5439.361816
	Iteration 16Q: 3 clusters Score -4723302 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -4724248.000000 Penalty: 5439.361816
	Iteration 17Q: 3 clusters Score -4724248 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -4724998.000000 Penalty: 5439.361816
	Iteration 18Q: 3 clusters Score -4724998 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -4725556.500000 Penalty: 5439.361816
	Iteration 19Q: 3 clusters Score -4725556 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -4725896.000000 Penalty: 5439.361816
	Iteration 20F: 3 clusters Score -4725896 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -4726083.000000 Penalty: 5439.361816
	Iteration 21Q: 3 clusters Score -4726083 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -4726222.000000 Penalty: 5439.361816
	Iteration 22Q: 3 clusters Score -4726222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -4726290.000000 Penalty: 5439.361816
	Iteration 23Q: 3 clusters Score -4726290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -4726333.000000 Penalty: 5439.361816
	Iteration 24Q: 3 clusters Score -4726333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -4726363.000000 Penalty: 5439.361816
	Iteration 25Q: 3 clusters Score -4726363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -4726394.000000 Penalty: 5439.361816
	Iteration 26Q: 3 clusters Score -4726394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -4726423.000000 Penalty: 5439.361816
	Iteration 27Q: 3 clusters Score -4726423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -4726442.500000 Penalty: 5439.361816
	Iteration 28Q: 3 clusters Score -4726442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -4726458.500000 Penalty: 5439.361816
	Iteration 29Q: 3 clusters Score -4726458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -4726463.000000 Penalty: 5439.361816
	Iteration 30Q: 3 clusters Score -4726463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -4726472.000000 Penalty: 5439.361816
	Iteration 31Q: 3 clusters Score -4726472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -4726492.500000 Penalty: 5439.361816
	Iteration 32Q: 3 clusters Score -4726492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -4726507.000000 Penalty: 5439.361816
	Iteration 33Q: 3 clusters Score -4726507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -4726514.500000 Penalty: 5439.361816
	Iteration 34Q: 3 clusters Score -4726514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -4726518.000000 Penalty: 5439.361816
	Iteration 35Q: 3 clusters Score -4726518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -4726516.000000 Penalty: 5439.361816
	Iteration 36Q: 3 clusters Score -4726516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -4726515.000000 Penalty: 5439.361816
	Iteration 37Q: 3 clusters Score -4726515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -4726512.500000 Penalty: 5439.361816
	Iteration 38Q: 3 clusters Score -4726512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -4726514.000000 Penalty: 5439.361816
	Iteration 39Q: 3 clusters Score -4726514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -4726512.500000 Penalty: 5439.361816
	Iteration 40F: 3 clusters Score -4726512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Entering Unmasked Estep 
Score: -774185.750000 Penalty: 2276.124268
	Iteration 0F: 2 clusters Score -774185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -766851.312500 Penalty: 4552.248535
	Iteration 0F: 3 clusters Score -766851.3 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -768980.562500 Penalty: 4552.248535
	Iteration 1F: 3 clusters Score -768980.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -769454.937500 Penalty: 4552.248535
	Iteration 2F: 3 clusters Score -769454.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -769951.687500 Penalty: 4552.248535
	Iteration 3F: 3 clusters Score -769951.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -770593.937500 Penalty: 4552.248535
	Iteration 4F: 3 clusters Score -770593.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -771257.000000 Penalty: 4552.248535
	Iteration 5F: 3 clusters Score -771257 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -771747.312500 Penalty: 4552.248535
	Iteration 6F: 3 clusters Score -771747.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -772049.187500 Penalty: 4552.248535
	Iteration 7F: 3 clusters Score -772049.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -772218.562500 Penalty: 4552.248535
	Iteration 8Q: 3 clusters Score -772218.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -772346.562500 Penalty: 4552.248535
	Iteration 9Q: 3 clusters Score -772346.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -772448.875000 Penalty: 4552.248535
	Iteration 10Q: 3 clusters Score -772448.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -772524.000000 Penalty: 4552.248535
	Iteration 11Q: 3 clusters Score -772524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -772572.312500 Penalty: 4552.248535
	Iteration 12Q: 3 clusters Score -772572.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -772605.125000 Penalty: 4552.248535
	Iteration 13Q: 3 clusters Score -772605.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -772634.125000 Penalty: 4552.248535
	Iteration 14Q: 3 clusters Score -772634.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -772657.875000 Penalty: 4552.248535
	Iteration 15Q: 3 clusters Score -772657.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -772678.187500 Penalty: 4552.248535
	Iteration 16Q: 3 clusters Score -772678.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -772683.187500 Penalty: 4552.248535
	Iteration 17Q: 3 clusters Score -772683.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -772697.250000 Penalty: 4552.248535
	Iteration 18Q: 3 clusters Score -772697.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -772705.562500 Penalty: 4552.248535
	Iteration 19Q: 3 clusters Score -772705.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -772713.187500 Penalty: 4552.248535
	Iteration 20F: 3 clusters Score -772713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -772720.937500 Penalty: 4552.248535
	Iteration 21Q: 3 clusters Score -772720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -772724.062500 Penalty: 4552.248535
	Iteration 22Q: 3 clusters Score -772724.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -772731.000000 Penalty: 4552.248535
	Iteration 23Q: 3 clusters Score -772731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -772733.875000 Penalty: 4552.248535
	Iteration 24Q: 3 clusters Score -772733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -772740.062500 Penalty: 4552.248535
	Iteration 25Q: 3 clusters Score -772740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -772743.312500 Penalty: 4552.248535
	Iteration 26Q: 3 clusters Score -772743.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -772748.875000 Penalty: 4552.248535
	Iteration 27Q: 3 clusters Score -772748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -772752.625000 Penalty: 4552.248535
	Iteration 28Q: 3 clusters Score -772752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -772756.312500 Penalty: 4552.248535
	Iteration 29Q: 3 clusters Score -772756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -772756.000000 Penalty: 4552.248535
	Iteration 30Q: 3 clusters Score -772756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -772758.437500 Penalty: 4552.248535
	Iteration 31Q: 3 clusters Score -772758.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -772760.437500 Penalty: 4552.248535
	Iteration 32Q: 3 clusters Score -772760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -772765.562500 Penalty: 4552.248535
	Iteration 33Q: 3 clusters Score -772765.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -772765.625000 Penalty: 4552.248535
	Iteration 34Q: 3 clusters Score -772765.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -772769.187500 Penalty: 4552.248535
	Iteration 35Q: 3 clusters Score -772769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -772772.125000 Penalty: 4552.248535
	Iteration 36Q: 3 clusters Score -772772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -772773.625000 Penalty: 4552.248535
	Iteration 37Q: 3 clusters Score -772773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -772774.812500 Penalty: 4552.248535
	Iteration 38Q: 3 clusters Score -772774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -772774.750000 Penalty: 4552.248535
	Iteration 39Q: 3 clusters Score -772774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -772776.500000 Penalty: 4552.248535
	Iteration 40F: 3 clusters Score -772776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -772778.562500 Penalty: 4552.248535
	Iteration 41Q: 3 clusters Score -772778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -772779.250000 Penalty: 4552.248535
	Iteration 42Q: 3 clusters Score -772779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -772779.375000 Penalty: 4552.248535
	Iteration 43Q: 3 clusters Score -772779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -772780.875000 Penalty: 4552.248535
	Iteration 44Q: 3 clusters Score -772780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -772779.625000 Penalty: 4552.248535
	Iteration 45Q: 3 clusters Score -772779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -772780.937500 Penalty: 4552.248535
	Iteration 46Q: 3 clusters Score -772780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -772780.125000 Penalty: 4552.248535
	Iteration 47Q: 3 clusters Score -772780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -772781.812500 Penalty: 4552.248535
	Iteration 48Q: 3 clusters Score -772781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -772780.562500 Penalty: 4552.248535
	Iteration 49Q: 3 clusters Score -772780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -772780.312500 Penalty: 4552.248535
	Iteration 50Q: 3 clusters Score -772780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -772781.187500 Penalty: 4552.248535
	Iteration 51Q: 3 clusters Score -772781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -772781.062500 Penalty: 4552.248535
	Iteration 52Q: 3 clusters Score -772781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -772779.937500 Penalty: 4552.248535
	Iteration 53Q: 3 clusters Score -772779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -772781.625000 Penalty: 4552.248535
	Iteration 54Q: 3 clusters Score -772781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -772781.625000 Penalty: 4552.248535
	Iteration 55F: 3 clusters Score -772781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -124938.601562 Penalty: 1837.465820
	Iteration 0F: 2 clusters Score -124938.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -122564.484375 Penalty: 3674.931641
	Iteration 0F: 3 clusters Score -122564.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122949.695312 Penalty: 3674.931641
	Iteration 1F: 3 clusters Score -122949.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -123048.023438 Penalty: 3674.931641
	Iteration 2F: 3 clusters Score -123048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -123094.039062 Penalty: 3674.931641
	Iteration 3Q: 3 clusters Score -123094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -123126.328125 Penalty: 3674.931641
	Iteration 4Q: 3 clusters Score -123126.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -123152.265625 Penalty: 3674.931641
	Iteration 5Q: 3 clusters Score -123152.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -123168.031250 Penalty: 3674.931641
	Iteration 6Q: 3 clusters Score -123168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -123180.132812 Penalty: 3674.931641
	Iteration 7Q: 3 clusters Score -123180.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123196.570312 Penalty: 3674.931641
	Iteration 8Q: 3 clusters Score -123196.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -123202.921875 Penalty: 3674.931641
	Iteration 9Q: 3 clusters Score -123202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -123207.687500 Penalty: 3674.931641
	Iteration 10Q: 3 clusters Score -123207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123212.351562 Penalty: 3674.931641
	Iteration 11Q: 3 clusters Score -123212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123212.953125 Penalty: 3674.931641
	Iteration 12Q: 3 clusters Score -123213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123214.234375 Penalty: 3674.931641
	Iteration 13Q: 3 clusters Score -123214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123214.234375 Penalty: 3674.931641
	Iteration 14F: 3 clusters Score -123214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Entering Unmasked Estep 
Score: -1698224.500000 Penalty: 2453.960449
	Iteration 0F: 2 clusters Score -1698224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1684386.875000 Penalty: 4907.920898
	Iteration 0F: 3 clusters Score -1684387 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1689079.000000 Penalty: 4907.920898
	Iteration 1F: 3 clusters Score -1689079 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1689545.750000 Penalty: 4907.920898
	Iteration 2F: 3 clusters Score -1689546 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1689940.750000 Penalty: 4907.920898
	Iteration 3Q: 3 clusters Score -1689941 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1690254.750000 Penalty: 4907.920898
	Iteration 4Q: 3 clusters Score -1690255 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1690576.625000 Penalty: 4907.920898
	Iteration 5Q: 3 clusters Score -1690577 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1690950.375000 Penalty: 4907.920898
	Iteration 6Q: 3 clusters Score -1690950 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1691347.125000 Penalty: 4907.920898
	Iteration 7Q: 3 clusters Score -1691347 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1691768.000000 Penalty: 4907.920898
	Iteration 8Q: 3 clusters Score -1691768 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1692220.500000 Penalty: 4907.920898
	Iteration 9Q: 3 clusters Score -1692220 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1692673.375000 Penalty: 4907.920898
	Iteration 10Q: 3 clusters Score -1692673 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1693125.000000 Penalty: 4907.920898
	Iteration 11Q: 3 clusters Score -1693125 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1693584.000000 Penalty: 4907.920898
	Iteration 12Q: 3 clusters Score -1693584 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1694012.625000 Penalty: 4907.920898
	Iteration 13Q: 3 clusters Score -1694013 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1694367.625000 Penalty: 4907.920898
	Iteration 14Q: 3 clusters Score -1694368 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1694659.125000 Penalty: 4907.920898
	Iteration 15Q: 3 clusters Score -1694659 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1694905.125000 Penalty: 4907.920898
	Iteration 16Q: 3 clusters Score -1694905 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1695117.250000 Penalty: 4907.920898
	Iteration 17Q: 3 clusters Score -1695117 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1695281.125000 Penalty: 4907.920898
	Iteration 18Q: 3 clusters Score -1695281 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1695415.375000 Penalty: 4907.920898
	Iteration 19Q: 3 clusters Score -1695415 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1695524.500000 Penalty: 4907.920898
	Iteration 20F: 3 clusters Score -1695524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1695614.875000 Penalty: 4907.920898
	Iteration 21Q: 3 clusters Score -1695615 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1695682.250000 Penalty: 4907.920898
	Iteration 22Q: 3 clusters Score -1695682 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1695737.875000 Penalty: 4907.920898
	Iteration 23Q: 3 clusters Score -1695738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1695784.875000 Penalty: 4907.920898
	Iteration 24Q: 3 clusters Score -1695785 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1695832.625000 Penalty: 4907.920898
	Iteration 25Q: 3 clusters Score -1695833 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1695866.000000 Penalty: 4907.920898
	Iteration 26Q: 3 clusters Score -1695866 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1695905.250000 Penalty: 4907.920898
	Iteration 27Q: 3 clusters Score -1695905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1695947.250000 Penalty: 4907.920898
	Iteration 28Q: 3 clusters Score -1695947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1695983.875000 Penalty: 4907.920898
	Iteration 29Q: 3 clusters Score -1695984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1696008.375000 Penalty: 4907.920898
	Iteration 30Q: 3 clusters Score -1696008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1696033.750000 Penalty: 4907.920898
	Iteration 31Q: 3 clusters Score -1696034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1696054.875000 Penalty: 4907.920898
	Iteration 32Q: 3 clusters Score -1696055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1696075.000000 Penalty: 4907.920898
	Iteration 33Q: 3 clusters Score -1696075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1696102.875000 Penalty: 4907.920898
	Iteration 34Q: 3 clusters Score -1696103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1696124.875000 Penalty: 4907.920898
	Iteration 35Q: 3 clusters Score -1696125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1696145.000000 Penalty: 4907.920898
	Iteration 36Q: 3 clusters Score -1696145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1696177.500000 Penalty: 4907.920898
	Iteration 37Q: 3 clusters Score -1696178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1696195.875000 Penalty: 4907.920898
	Iteration 38Q: 3 clusters Score -1696196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1696203.875000 Penalty: 4907.920898
	Iteration 39Q: 3 clusters Score -1696204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1696218.500000 Penalty: 4907.920898
	Iteration 40F: 3 clusters Score -1696218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1696223.750000 Penalty: 4907.920898
	Iteration 41Q: 3 clusters Score -1696224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1696231.875000 Penalty: 4907.920898
	Iteration 42Q: 3 clusters Score -1696232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1696238.250000 Penalty: 4907.920898
	Iteration 43Q: 3 clusters Score -1696238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1696250.375000 Penalty: 4907.920898
	Iteration 44Q: 3 clusters Score -1696250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1696260.750000 Penalty: 4907.920898
	Iteration 45Q: 3 clusters Score -1696261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1696261.625000 Penalty: 4907.920898
	Iteration 46Q: 3 clusters Score -1696262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1696272.250000 Penalty: 4907.920898
	Iteration 47Q: 3 clusters Score -1696272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1696277.500000 Penalty: 4907.920898
	Iteration 48Q: 3 clusters Score -1696278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1696279.500000 Penalty: 4907.920898
	Iteration 49Q: 3 clusters Score -1696280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1696286.500000 Penalty: 4907.920898
	Iteration 50Q: 3 clusters Score -1696286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1696292.875000 Penalty: 4907.920898
	Iteration 51Q: 3 clusters Score -1696293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1696297.750000 Penalty: 4907.920898
	Iteration 52Q: 3 clusters Score -1696298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1696303.750000 Penalty: 4907.920898
	Iteration 53Q: 3 clusters Score -1696304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1696308.250000 Penalty: 4907.920898
	Iteration 54Q: 3 clusters Score -1696308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1696308.000000 Penalty: 4907.920898
	Iteration 55Q: 3 clusters Score -1696308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1696309.000000 Penalty: 4907.920898
	Iteration 56Q: 3 clusters Score -1696309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1696313.875000 Penalty: 4907.920898
	Iteration 57Q: 3 clusters Score -1696314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1696313.750000 Penalty: 4907.920898
	Iteration 58Q: 3 clusters Score -1696314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1696312.750000 Penalty: 4907.920898
	Iteration 59Q: 3 clusters Score -1696313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1696311.500000 Penalty: 4907.920898
	Iteration 60F: 3 clusters Score -1696312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1696314.375000 Penalty: 4907.920898
	Iteration 61Q: 3 clusters Score -1696314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1696314.500000 Penalty: 4907.920898
	Iteration 62Q: 3 clusters Score -1696314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1696314.500000 Penalty: 4907.920898
	Iteration 63F: 3 clusters Score -1696314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Entering Unmasked Estep 
Score: -1324155.125000 Penalty: 2404.722900
	Iteration 0F: 2 clusters Score -1324155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1312566.375000 Penalty: 4809.445801
	Iteration 0F: 3 clusters Score -1312566 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1316158.125000 Penalty: 4809.445801
	Iteration 1F: 3 clusters Score -1316158 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1316468.250000 Penalty: 4809.445801
	Iteration 2F: 3 clusters Score -1316468 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1316699.625000 Penalty: 4809.445801
	Iteration 3Q: 3 clusters Score -1316700 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1316893.625000 Penalty: 4809.445801
	Iteration 4Q: 3 clusters Score -1316894 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1317060.000000 Penalty: 4809.445801
	Iteration 5Q: 3 clusters Score -1317060 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1317202.875000 Penalty: 4809.445801
	Iteration 6Q: 3 clusters Score -1317203 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1317347.000000 Penalty: 4809.445801
	Iteration 7Q: 3 clusters Score -1317347 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1317502.500000 Penalty: 4809.445801
	Iteration 8Q: 3 clusters Score -1317502 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1317670.250000 Penalty: 4809.445801
	Iteration 9Q: 3 clusters Score -1317670 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1317876.000000 Penalty: 4809.445801
	Iteration 10Q: 3 clusters Score -1317876 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1318121.750000 Penalty: 4809.445801
	Iteration 11Q: 3 clusters Score -1318122 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1318395.625000 Penalty: 4809.445801
	Iteration 12Q: 3 clusters Score -1318396 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1318738.125000 Penalty: 4809.445801
	Iteration 13Q: 3 clusters Score -1318738 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1319140.250000 Penalty: 4809.445801
	Iteration 14Q: 3 clusters Score -1319140 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1319575.875000 Penalty: 4809.445801
	Iteration 15Q: 3 clusters Score -1319576 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1320038.375000 Penalty: 4809.445801
	Iteration 16Q: 3 clusters Score -1320038 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1320433.875000 Penalty: 4809.445801
	Iteration 17Q: 3 clusters Score -1320434 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1320767.125000 Penalty: 4809.445801
	Iteration 18Q: 3 clusters Score -1320767 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1321093.250000 Penalty: 4809.445801
	Iteration 19Q: 3 clusters Score -1321093 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1321329.875000 Penalty: 4809.445801
	Iteration 20F: 3 clusters Score -1321330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1321498.500000 Penalty: 4809.445801
	Iteration 21Q: 3 clusters Score -1321498 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1321662.500000 Penalty: 4809.445801
	Iteration 22Q: 3 clusters Score -1321662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1321766.750000 Penalty: 4809.445801
	Iteration 23Q: 3 clusters Score -1321767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1321848.000000 Penalty: 4809.445801
	Iteration 24Q: 3 clusters Score -1321848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1321916.750000 Penalty: 4809.445801
	Iteration 25Q: 3 clusters Score -1321917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1321963.250000 Penalty: 4809.445801
	Iteration 26Q: 3 clusters Score -1321963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1321995.750000 Penalty: 4809.445801
	Iteration 27Q: 3 clusters Score -1321996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1322012.500000 Penalty: 4809.445801
	Iteration 28Q: 3 clusters Score -1322012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1322030.125000 Penalty: 4809.445801
	Iteration 29Q: 3 clusters Score -1322030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1322042.875000 Penalty: 4809.445801
	Iteration 30Q: 3 clusters Score -1322043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1322050.000000 Penalty: 4809.445801
	Iteration 31Q: 3 clusters Score -1322050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1322059.500000 Penalty: 4809.445801
	Iteration 32Q: 3 clusters Score -1322060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1322060.875000 Penalty: 4809.445801
	Iteration 33Q: 3 clusters Score -1322061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1322063.375000 Penalty: 4809.445801
	Iteration 34Q: 3 clusters Score -1322063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1322065.750000 Penalty: 4809.445801
	Iteration 35Q: 3 clusters Score -1322066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1322066.000000 Penalty: 4809.445801
	Iteration 36Q: 3 clusters Score -1322066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1322066.000000 Penalty: 4809.445801
	Iteration 37F: 3 clusters Score -1322066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -133385.859375 Penalty: 1839.559937
	Iteration 0F: 2 clusters Score -133385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -130950.218750 Penalty: 3679.119873
	Iteration 0F: 3 clusters Score -130950.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -131414.687500 Penalty: 3679.119873
	Iteration 1F: 3 clusters Score -131414.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -131557.906250 Penalty: 3679.119873
	Iteration 2F: 3 clusters Score -131557.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -131643.296875 Penalty: 3679.119873
	Iteration 3Q: 3 clusters Score -131643.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -131686.015625 Penalty: 3679.119873
	Iteration 4Q: 3 clusters Score -131686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131717.437500 Penalty: 3679.119873
	Iteration 5Q: 3 clusters Score -131717.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -131745.953125 Penalty: 3679.119873
	Iteration 6Q: 3 clusters Score -131746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -131764.687500 Penalty: 3679.119873
	Iteration 7Q: 3 clusters Score -131764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -131778.140625 Penalty: 3679.119873
	Iteration 8Q: 3 clusters Score -131778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131795.140625 Penalty: 3679.119873
	Iteration 9Q: 3 clusters Score -131795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -131805.890625 Penalty: 3679.119873
	Iteration 10Q: 3 clusters Score -131805.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -131813.906250 Penalty: 3679.119873
	Iteration 11Q: 3 clusters Score -131813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -131822.750000 Penalty: 3679.119873
	Iteration 12Q: 3 clusters Score -131822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -131828.187500 Penalty: 3679.119873
	Iteration 13Q: 3 clusters Score -131828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -131833.546875 Penalty: 3679.119873
	Iteration 14Q: 3 clusters Score -131833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -131844.703125 Penalty: 3679.119873
	Iteration 15Q: 3 clusters Score -131844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131849.828125 Penalty: 3679.119873
	Iteration 16Q: 3 clusters Score -131849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -131860.421875 Penalty: 3679.119873
	Iteration 17Q: 3 clusters Score -131860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131869.875000 Penalty: 3679.119873
	Iteration 18Q: 3 clusters Score -131869.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131883.625000 Penalty: 3679.119873
	Iteration 19Q: 3 clusters Score -131883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -131895.984375 Penalty: 3679.119873
	Iteration 20F: 3 clusters Score -131896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131904.687500 Penalty: 3679.119873
	Iteration 21Q: 3 clusters Score -131904.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -131913.390625 Penalty: 3679.119873
	Iteration 22Q: 3 clusters Score -131913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131924.765625 Penalty: 3679.119873
	Iteration 23Q: 3 clusters Score -131924.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -131933.625000 Penalty: 3679.119873
	Iteration 24Q: 3 clusters Score -131933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -131939.375000 Penalty: 3679.119873
	Iteration 25Q: 3 clusters Score -131939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131944.343750 Penalty: 3679.119873
	Iteration 26Q: 3 clusters Score -131944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -131948.140625 Penalty: 3679.119873
	Iteration 27Q: 3 clusters Score -131948.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131950.671875 Penalty: 3679.119873
	Iteration 28Q: 3 clusters Score -131950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -131954.859375 Penalty: 3679.119873
	Iteration 29Q: 3 clusters Score -131954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131957.546875 Penalty: 3679.119873
	Iteration 30Q: 3 clusters Score -131957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -131960.375000 Penalty: 3679.119873
	Iteration 31Q: 3 clusters Score -131960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -131960.765625 Penalty: 3679.119873
	Iteration 32Q: 3 clusters Score -131960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -131961.390625 Penalty: 3679.119873
	Iteration 33Q: 3 clusters Score -131961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131962.265625 Penalty: 3679.119873
	Iteration 34Q: 3 clusters Score -131962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -131965.312500 Penalty: 3679.119873
	Iteration 35Q: 3 clusters Score -131965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -131967.250000 Penalty: 3679.119873
	Iteration 36Q: 3 clusters Score -131967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131970.140625 Penalty: 3679.119873
	Iteration 37Q: 3 clusters Score -131970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131973.328125 Penalty: 3679.119873
	Iteration 38Q: 3 clusters Score -131973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -131975.546875 Penalty: 3679.119873
	Iteration 39Q: 3 clusters Score -131975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -131977.046875 Penalty: 3679.119873
	Iteration 40F: 3 clusters Score -131977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -225261.125000 Penalty: 1968.999756
	Iteration 0F: 2 clusters Score -225261.1 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 1372 members 
Entering Unmasked Estep 
Score: -222163.843750 Penalty: 3937.999512
	Iteration 0F: 3 clusters Score -222163.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -222780.359375 Penalty: 3937.999512
	Iteration 1F: 3 clusters Score -222780.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -222949.828125 Penalty: 3937.999512
	Iteration 2F: 3 clusters Score -222949.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -223112.421875 Penalty: 3937.999512
	Iteration 3Q: 3 clusters Score -223112.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -223241.734375 Penalty: 3937.999512
	Iteration 4Q: 3 clusters Score -223241.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -223339.640625 Penalty: 3937.999512
	Iteration 5Q: 3 clusters Score -223339.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -223415.312500 Penalty: 3937.999512
	Iteration 6Q: 3 clusters Score -223415.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -223485.250000 Penalty: 3937.999512
	Iteration 7Q: 3 clusters Score -223485.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223545.390625 Penalty: 3937.999512
	Iteration 8Q: 3 clusters Score -223545.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223592.015625 Penalty: 3937.999512
	Iteration 9Q: 3 clusters Score -223592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -223643.906250 Penalty: 3937.999512
	Iteration 10Q: 3 clusters Score -223643.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223681.984375 Penalty: 3937.999512
	Iteration 11Q: 3 clusters Score -223682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -223719.468750 Penalty: 3937.999512
	Iteration 12Q: 3 clusters Score -223719.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -223759.906250 Penalty: 3937.999512
	Iteration 13Q: 3 clusters Score -223759.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -223793.015625 Penalty: 3937.999512
	Iteration 14Q: 3 clusters Score -223793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -223829.125000 Penalty: 3937.999512
	Iteration 15Q: 3 clusters Score -223829.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -223861.796875 Penalty: 3937.999512
	Iteration 16Q: 3 clusters Score -223861.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -223888.921875 Penalty: 3937.999512
	Iteration 17Q: 3 clusters Score -223888.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -223912.906250 Penalty: 3937.999512
	Iteration 18Q: 3 clusters Score -223912.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223926.765625 Penalty: 3937.999512
	Iteration 19Q: 3 clusters Score -223926.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -223941.312500 Penalty: 3937.999512
	Iteration 20F: 3 clusters Score -223941.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -223957.484375 Penalty: 3937.999512
	Iteration 21Q: 3 clusters Score -223957.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -223971.671875 Penalty: 3937.999512
	Iteration 22Q: 3 clusters Score -223971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -223979.906250 Penalty: 3937.999512
	Iteration 23Q: 3 clusters Score -223979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -223987.343750 Penalty: 3937.999512
	Iteration 24Q: 3 clusters Score -223987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -223996.343750 Penalty: 3937.999512
	Iteration 25Q: 3 clusters Score -223996.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -224003.625000 Penalty: 3937.999512
	Iteration 26Q: 3 clusters Score -224003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -224006.781250 Penalty: 3937.999512
	Iteration 27Q: 3 clusters Score -224006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -224007.328125 Penalty: 3937.999512
	Iteration 28Q: 3 clusters Score -224007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -224007.953125 Penalty: 3937.999512
	Iteration 29Q: 3 clusters Score -224008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -224009.328125 Penalty: 3937.999512
	Iteration 30Q: 3 clusters Score -224009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -224012.078125 Penalty: 3937.999512
	Iteration 31Q: 3 clusters Score -224012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -224014.046875 Penalty: 3937.999512
	Iteration 32Q: 3 clusters Score -224014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -224014.531250 Penalty: 3937.999512
	Iteration 33Q: 3 clusters Score -224014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -224014.890625 Penalty: 3937.999512
	Iteration 34Q: 3 clusters Score -224014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -224015.578125 Penalty: 3937.999512
	Iteration 35Q: 3 clusters Score -224015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -224016.843750 Penalty: 3937.999512
	Iteration 36Q: 3 clusters Score -224016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -224017.656250 Penalty: 3937.999512
	Iteration 37Q: 3 clusters Score -224017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -224017.703125 Penalty: 3937.999512
	Iteration 38Q: 3 clusters Score -224017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -224018.125000 Penalty: 3937.999512
	Iteration 39Q: 3 clusters Score -224018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -224018.125000 Penalty: 3937.999512
	Iteration 40F: 3 clusters Score -224018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -219026.671875 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -219026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -215909.203125 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -215909.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -216637.812500 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -216637.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -216838.765625 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -216838.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -217024.218750 Penalty: 3934.985352
	Iteration 3F: 3 clusters Score -217024.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -217177.890625 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -217177.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -217311.437500 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -217311.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -217455.140625 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -217455.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -217619.296875 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -217619.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -217783.796875 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -217783.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -217923.468750 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -217923.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -218021.812500 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -218021.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -218103.921875 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -218103.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -218191.203125 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -218191.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -218269.015625 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -218269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218337.140625 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -218337.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -218391.937500 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -218391.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -218431.703125 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -218431.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -218454.640625 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -218454.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218470.921875 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -218470.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -218488.375000 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -218488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -218502.343750 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -218502.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -218514.031250 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -218514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -218520.671875 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -218520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218524.109375 Penalty: 3934.985352
	Iteration 23Q: 3 clusters Score -218524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -218524.968750 Penalty: 3934.985352
	Iteration 24Q: 3 clusters Score -218525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218526.421875 Penalty: 3934.985352
	Iteration 25Q: 3 clusters Score -218526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -218529.171875 Penalty: 3934.985352
	Iteration 26Q: 3 clusters Score -218529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -218534.687500 Penalty: 3934.985352
	Iteration 27Q: 3 clusters Score -218534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -218539.046875 Penalty: 3934.985352
	Iteration 28Q: 3 clusters Score -218539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218540.734375 Penalty: 3934.985352
	Iteration 29Q: 3 clusters Score -218540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218541.859375 Penalty: 3934.985352
	Iteration 30Q: 3 clusters Score -218541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -218542.031250 Penalty: 3934.985352
	Iteration 31Q: 3 clusters Score -218542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -218542.031250 Penalty: 3934.985352
	Iteration 32F: 3 clusters Score -218542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -793331.937500 Penalty: 2312.579834
	Iteration 0F: 2 clusters Score -793331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -784997.375000 Penalty: 4625.159668
	Iteration 0F: 3 clusters Score -784997.4 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -787747.375000 Penalty: 4625.159668
	Iteration 1F: 3 clusters Score -787747.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -788230.500000 Penalty: 4625.159668
	Iteration 2F: 3 clusters Score -788230.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -788621.062500 Penalty: 4625.159668
	Iteration 3F: 3 clusters Score -788621.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -788927.687500 Penalty: 4625.159668
	Iteration 4F: 3 clusters Score -788927.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -789228.250000 Penalty: 4625.159668
	Iteration 5Q: 3 clusters Score -789228.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -789496.437500 Penalty: 4625.159668
	Iteration 6Q: 3 clusters Score -789496.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -789728.562500 Penalty: 4625.159668
	Iteration 7Q: 3 clusters Score -789728.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -789996.875000 Penalty: 4625.159668
	Iteration 8Q: 3 clusters Score -789996.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -790358.375000 Penalty: 4625.159668
	Iteration 9Q: 3 clusters Score -790358.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -790726.750000 Penalty: 4625.159668
	Iteration 10Q: 3 clusters Score -790726.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -791100.625000 Penalty: 4625.159668
	Iteration 11Q: 3 clusters Score -791100.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -791479.812500 Penalty: 4625.159668
	Iteration 12Q: 3 clusters Score -791479.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -791788.187500 Penalty: 4625.159668
	Iteration 13Q: 3 clusters Score -791788.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -792021.250000 Penalty: 4625.159668
	Iteration 14Q: 3 clusters Score -792021.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -792182.687500 Penalty: 4625.159668
	Iteration 15Q: 3 clusters Score -792182.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -792279.375000 Penalty: 4625.159668
	Iteration 16Q: 3 clusters Score -792279.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -792354.125000 Penalty: 4625.159668
	Iteration 17Q: 3 clusters Score -792354.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -792424.937500 Penalty: 4625.159668
	Iteration 18Q: 3 clusters Score -792424.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -792493.250000 Penalty: 4625.159668
	Iteration 19Q: 3 clusters Score -792493.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -792543.500000 Penalty: 4625.159668
	Iteration 20F: 3 clusters Score -792543.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -792602.750000 Penalty: 4625.159668
	Iteration 21Q: 3 clusters Score -792602.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -792694.187500 Penalty: 4625.159668
	Iteration 22Q: 3 clusters Score -792694.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -792771.250000 Penalty: 4625.159668
	Iteration 23Q: 3 clusters Score -792771.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -792816.750000 Penalty: 4625.159668
	Iteration 24Q: 3 clusters Score -792816.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -792845.875000 Penalty: 4625.159668
	Iteration 25Q: 3 clusters Score -792845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -792862.250000 Penalty: 4625.159668
	Iteration 26Q: 3 clusters Score -792862.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -792870.812500 Penalty: 4625.159668
	Iteration 27Q: 3 clusters Score -792870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -792878.937500 Penalty: 4625.159668
	Iteration 28Q: 3 clusters Score -792878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -792888.750000 Penalty: 4625.159668
	Iteration 29Q: 3 clusters Score -792888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -792891.250000 Penalty: 4625.159668
	Iteration 30Q: 3 clusters Score -792891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -792895.000000 Penalty: 4625.159668
	Iteration 31Q: 3 clusters Score -792895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -792897.875000 Penalty: 4625.159668
	Iteration 32Q: 3 clusters Score -792897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -792899.875000 Penalty: 4625.159668
	Iteration 33Q: 3 clusters Score -792899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -792904.000000 Penalty: 4625.159668
	Iteration 34Q: 3 clusters Score -792904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -792905.937500 Penalty: 4625.159668
	Iteration 35Q: 3 clusters Score -792905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -792906.687500 Penalty: 4625.159668
	Iteration 36Q: 3 clusters Score -792906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -792906.687500 Penalty: 4625.159668
	Iteration 37Q: 3 clusters Score -792906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -792906.687500 Penalty: 4625.159668
	Iteration 38F: 3 clusters Score -792906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -582669.125000 Penalty: 2196.345947
	Iteration 0F: 2 clusters Score -582669.1 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 3488 members 
Entering Unmasked Estep 
Score: -576870.125000 Penalty: 4392.691895
	Iteration 0F: 3 clusters Score -576870.1 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -578313.250000 Penalty: 4392.691895
	Iteration 1F: 3 clusters Score -578313.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -578594.250000 Penalty: 4392.691895
	Iteration 2F: 3 clusters Score -578594.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -578773.250000 Penalty: 4392.691895
	Iteration 3F: 3 clusters Score -578773.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -578927.812500 Penalty: 4392.691895
	Iteration 4Q: 3 clusters Score -578927.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -579051.562500 Penalty: 4392.691895
	Iteration 5Q: 3 clusters Score -579051.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -579169.125000 Penalty: 4392.691895
	Iteration 6Q: 3 clusters Score -579169.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -579272.875000 Penalty: 4392.691895
	Iteration 7Q: 3 clusters Score -579272.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -579383.062500 Penalty: 4392.691895
	Iteration 8Q: 3 clusters Score -579383.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -579518.625000 Penalty: 4392.691895
	Iteration 9Q: 3 clusters Score -579518.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -579627.312500 Penalty: 4392.691895
	Iteration 10Q: 3 clusters Score -579627.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -579736.375000 Penalty: 4392.691895
	Iteration 11Q: 3 clusters Score -579736.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -579852.500000 Penalty: 4392.691895
	Iteration 12Q: 3 clusters Score -579852.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -579935.187500 Penalty: 4392.691895
	Iteration 13Q: 3 clusters Score -579935.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -580005.000000 Penalty: 4392.691895
	Iteration 14Q: 3 clusters Score -580005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -580063.125000 Penalty: 4392.691895
	Iteration 15Q: 3 clusters Score -580063.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -580107.500000 Penalty: 4392.691895
	Iteration 16Q: 3 clusters Score -580107.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -580140.312500 Penalty: 4392.691895
	Iteration 17Q: 3 clusters Score -580140.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -580168.625000 Penalty: 4392.691895
	Iteration 18Q: 3 clusters Score -580168.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -580188.375000 Penalty: 4392.691895
	Iteration 19Q: 3 clusters Score -580188.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -580208.625000 Penalty: 4392.691895
	Iteration 20F: 3 clusters Score -580208.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -580227.062500 Penalty: 4392.691895
	Iteration 21Q: 3 clusters Score -580227.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -580242.687500 Penalty: 4392.691895
	Iteration 22Q: 3 clusters Score -580242.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -580253.250000 Penalty: 4392.691895
	Iteration 23Q: 3 clusters Score -580253.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -580265.937500 Penalty: 4392.691895
	Iteration 24Q: 3 clusters Score -580265.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -580275.937500 Penalty: 4392.691895
	Iteration 25Q: 3 clusters Score -580275.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -580279.562500 Penalty: 4392.691895
	Iteration 26Q: 3 clusters Score -580279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -580286.937500 Penalty: 4392.691895
	Iteration 27Q: 3 clusters Score -580286.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -580290.750000 Penalty: 4392.691895
	Iteration 28Q: 3 clusters Score -580290.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -580297.125000 Penalty: 4392.691895
	Iteration 29Q: 3 clusters Score -580297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -580301.125000 Penalty: 4392.691895
	Iteration 30Q: 3 clusters Score -580301.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -580303.937500 Penalty: 4392.691895
	Iteration 31Q: 3 clusters Score -580303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -580306.000000 Penalty: 4392.691895
	Iteration 32Q: 3 clusters Score -580306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -580308.750000 Penalty: 4392.691895
	Iteration 33Q: 3 clusters Score -580308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -580310.437500 Penalty: 4392.691895
	Iteration 34Q: 3 clusters Score -580310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -580310.187500 Penalty: 4392.691895
	Iteration 35Q: 3 clusters Score -580310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -580313.000000 Penalty: 4392.691895
	Iteration 36Q: 3 clusters Score -580313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -580314.375000 Penalty: 4392.691895
	Iteration 37Q: 3 clusters Score -580314.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -580315.687500 Penalty: 4392.691895
	Iteration 38Q: 3 clusters Score -580315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -580318.812500 Penalty: 4392.691895
	Iteration 39Q: 3 clusters Score -580318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -580321.437500 Penalty: 4392.691895
	Iteration 40F: 3 clusters Score -580321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -580322.125000 Penalty: 4392.691895
	Iteration 41Q: 3 clusters Score -580322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -580325.187500 Penalty: 4392.691895
	Iteration 42Q: 3 clusters Score -580325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -580327.500000 Penalty: 4392.691895
	Iteration 43Q: 3 clusters Score -580327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -580328.812500 Penalty: 4392.691895
	Iteration 44Q: 3 clusters Score -580328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -580329.562500 Penalty: 4392.691895
	Iteration 45Q: 3 clusters Score -580329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -580333.187500 Penalty: 4392.691895
	Iteration 46Q: 3 clusters Score -580333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -580334.062500 Penalty: 4392.691895
	Iteration 47Q: 3 clusters Score -580334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -580336.125000 Penalty: 4392.691895
	Iteration 48Q: 3 clusters Score -580336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -580335.312500 Penalty: 4392.691895
	Iteration 49Q: 3 clusters Score -580335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -580335.312500 Penalty: 4392.691895
	Iteration 50F: 3 clusters Score -580335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -366087.406250 Penalty: 2082.861572
	Iteration 0F: 2 clusters Score -366087.4 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 2187 members 
Entering Unmasked Estep 
Score: -361926.031250 Penalty: 4165.723145
	Iteration 0F: 3 clusters Score -361926 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -362926.843750 Penalty: 4165.723145
	Iteration 1F: 3 clusters Score -362926.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -363151.156250 Penalty: 4165.723145
	Iteration 2F: 3 clusters Score -363151.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -363298.406250 Penalty: 4165.723145
	Iteration 3F: 3 clusters Score -363298.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -363389.687500 Penalty: 4165.723145
	Iteration 4Q: 3 clusters Score -363389.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -363459.500000 Penalty: 4165.723145
	Iteration 5Q: 3 clusters Score -363459.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -363506.406250 Penalty: 4165.723145
	Iteration 6Q: 3 clusters Score -363506.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -363556.593750 Penalty: 4165.723145
	Iteration 7Q: 3 clusters Score -363556.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -363600.625000 Penalty: 4165.723145
	Iteration 8Q: 3 clusters Score -363600.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -363646.437500 Penalty: 4165.723145
	Iteration 9Q: 3 clusters Score -363646.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -363691.843750 Penalty: 4165.723145
	Iteration 10Q: 3 clusters Score -363691.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -363738.593750 Penalty: 4165.723145
	Iteration 11Q: 3 clusters Score -363738.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -363785.125000 Penalty: 4165.723145
	Iteration 12Q: 3 clusters Score -363785.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -363825.968750 Penalty: 4165.723145
	Iteration 13Q: 3 clusters Score -363826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -363859.000000 Penalty: 4165.723145
	Iteration 14Q: 3 clusters Score -363859 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -363898.343750 Penalty: 4165.723145
	Iteration 15Q: 3 clusters Score -363898.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -363943.625000 Penalty: 4165.723145
	Iteration 16Q: 3 clusters Score -363943.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -363987.250000 Penalty: 4165.723145
	Iteration 17Q: 3 clusters Score -363987.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -364036.562500 Penalty: 4165.723145
	Iteration 18Q: 3 clusters Score -364036.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -364087.250000 Penalty: 4165.723145
	Iteration 19Q: 3 clusters Score -364087.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364125.500000 Penalty: 4165.723145
	Iteration 20F: 3 clusters Score -364125.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -364165.656250 Penalty: 4165.723145
	Iteration 21Q: 3 clusters Score -364165.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -364200.406250 Penalty: 4165.723145
	Iteration 22Q: 3 clusters Score -364200.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -364234.437500 Penalty: 4165.723145
	Iteration 23Q: 3 clusters Score -364234.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -364259.218750 Penalty: 4165.723145
	Iteration 24Q: 3 clusters Score -364259.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -364274.375000 Penalty: 4165.723145
	Iteration 25Q: 3 clusters Score -364274.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -364279.687500 Penalty: 4165.723145
	Iteration 26Q: 3 clusters Score -364279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -364281.375000 Penalty: 4165.723145
	Iteration 27Q: 3 clusters Score -364281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -364285.656250 Penalty: 4165.723145
	Iteration 28Q: 3 clusters Score -364285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -364289.031250 Penalty: 4165.723145
	Iteration 29Q: 3 clusters Score -364289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -364292.187500 Penalty: 4165.723145
	Iteration 30Q: 3 clusters Score -364292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -364294.656250 Penalty: 4165.723145
	Iteration 31Q: 3 clusters Score -364294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -364299.718750 Penalty: 4165.723145
	Iteration 32Q: 3 clusters Score -364299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -364304.906250 Penalty: 4165.723145
	Iteration 33Q: 3 clusters Score -364304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -364309.937500 Penalty: 4165.723145
	Iteration 34Q: 3 clusters Score -364309.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -364315.781250 Penalty: 4165.723145
	Iteration 35Q: 3 clusters Score -364315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -364319.468750 Penalty: 4165.723145
	Iteration 36Q: 3 clusters Score -364319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -364324.437500 Penalty: 4165.723145
	Iteration 37Q: 3 clusters Score -364324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -364329.562500 Penalty: 4165.723145
	Iteration 38Q: 3 clusters Score -364329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -364336.906250 Penalty: 4165.723145
	Iteration 39Q: 3 clusters Score -364336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -364341.312500 Penalty: 4165.723145
	Iteration 40F: 3 clusters Score -364341.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -364344.156250 Penalty: 4165.723145
	Iteration 41Q: 3 clusters Score -364344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -364346.937500 Penalty: 4165.723145
	Iteration 42Q: 3 clusters Score -364346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -364347.187500 Penalty: 4165.723145
	Iteration 43Q: 3 clusters Score -364347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -364347.187500 Penalty: 4165.723145
	Iteration 44F: 3 clusters Score -364347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -97096.585938 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -97096.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -94840.210938 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -94840.21 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -95607.242188 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -95607.24 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -95996.656250 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -95996.66 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -96406.593750 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -96406.59 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -96737.468750 Penalty: 3661.224854
	Iteration 4F: 3 clusters Score -96737.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -96945.578125 Penalty: 3661.224854
	Iteration 5F: 3 clusters Score -96945.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -97043.234375 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -97043.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97140.781250 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -97140.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -97342.843750 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -97342.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -97466.539062 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -97466.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -97506.281250 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -97506.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -97532.820312 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -97532.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -97551.125000 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -97551.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -97561.523438 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -97561.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97567.953125 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -97567.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97569.617188 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -97569.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97569.617188 Penalty: 3661.224854
	Iteration 16F: 3 clusters Score -97569.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 30111 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Mstep: Class 53 contains 826 members 
Entering Unmasked Estep 
Score: -51155104.000000 Penalty: 176084.062500
Splitting cluster 22 changes total score from -51152400.000000 to -51155104.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 23 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -762446.750000 Penalty: 2266.939209
	Iteration 0F: 2 clusters Score -762446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -755286.687500 Penalty: 4533.878418
	Iteration 0F: 3 clusters Score -755286.7 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -757380.687500 Penalty: 4533.878418
	Iteration 1F: 3 clusters Score -757380.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -757649.437500 Penalty: 4533.878418
	Iteration 2F: 3 clusters Score -757649.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -757838.812500 Penalty: 4533.878418
	Iteration 3Q: 3 clusters Score -757838.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -757986.625000 Penalty: 4533.878418
	Iteration 4Q: 3 clusters Score -757986.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -758120.875000 Penalty: 4533.878418
	Iteration 5Q: 3 clusters Score -758120.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -758230.687500 Penalty: 4533.878418
	Iteration 6Q: 3 clusters Score -758230.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -758337.687500 Penalty: 4533.878418
	Iteration 7Q: 3 clusters Score -758337.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -758459.125000 Penalty: 4533.878418
	Iteration 8Q: 3 clusters Score -758459.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -758601.875000 Penalty: 4533.878418
	Iteration 9Q: 3 clusters Score -758601.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -758744.812500 Penalty: 4533.878418
	Iteration 10Q: 3 clusters Score -758744.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -758921.312500 Penalty: 4533.878418
	Iteration 11Q: 3 clusters Score -758921.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -759129.937500 Penalty: 4533.878418
	Iteration 12Q: 3 clusters Score -759129.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -759348.437500 Penalty: 4533.878418
	Iteration 13Q: 3 clusters Score -759348.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -759511.875000 Penalty: 4533.878418
	Iteration 14Q: 3 clusters Score -759511.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -759641.125000 Penalty: 4533.878418
	Iteration 15Q: 3 clusters Score -759641.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -759759.750000 Penalty: 4533.878418
	Iteration 16Q: 3 clusters Score -759759.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -759869.750000 Penalty: 4533.878418
	Iteration 17Q: 3 clusters Score -759869.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -759957.062500 Penalty: 4533.878418
	Iteration 18Q: 3 clusters Score -759957.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -760037.437500 Penalty: 4533.878418
	Iteration 19Q: 3 clusters Score -760037.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -760107.187500 Penalty: 4533.878418
	Iteration 20F: 3 clusters Score -760107.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -760162.687500 Penalty: 4533.878418
	Iteration 21Q: 3 clusters Score -760162.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -760205.312500 Penalty: 4533.878418
	Iteration 22Q: 3 clusters Score -760205.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -760238.125000 Penalty: 4533.878418
	Iteration 23Q: 3 clusters Score -760238.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -760276.687500 Penalty: 4533.878418
	Iteration 24Q: 3 clusters Score -760276.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -760304.750000 Penalty: 4533.878418
	Iteration 25Q: 3 clusters Score -760304.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -760329.562500 Penalty: 4533.878418
	Iteration 26Q: 3 clusters Score -760329.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -760355.687500 Penalty: 4533.878418
	Iteration 27Q: 3 clusters Score -760355.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -760381.062500 Penalty: 4533.878418
	Iteration 28Q: 3 clusters Score -760381.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -760397.375000 Penalty: 4533.878418
	Iteration 29Q: 3 clusters Score -760397.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -760409.187500 Penalty: 4533.878418
	Iteration 30Q: 3 clusters Score -760409.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -760420.562500 Penalty: 4533.878418
	Iteration 31Q: 3 clusters Score -760420.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -760434.812500 Penalty: 4533.878418
	Iteration 32Q: 3 clusters Score -760434.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -760447.062500 Penalty: 4533.878418
	Iteration 33Q: 3 clusters Score -760447.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -760460.875000 Penalty: 4533.878418
	Iteration 34Q: 3 clusters Score -760460.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -760483.500000 Penalty: 4533.878418
	Iteration 35Q: 3 clusters Score -760483.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -760500.687500 Penalty: 4533.878418
	Iteration 36Q: 3 clusters Score -760500.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -760517.125000 Penalty: 4533.878418
	Iteration 37Q: 3 clusters Score -760517.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -760527.625000 Penalty: 4533.878418
	Iteration 38Q: 3 clusters Score -760527.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -760545.625000 Penalty: 4533.878418
	Iteration 39Q: 3 clusters Score -760545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -760555.250000 Penalty: 4533.878418
	Iteration 40F: 3 clusters Score -760555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -760563.625000 Penalty: 4533.878418
	Iteration 41Q: 3 clusters Score -760563.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -760573.437500 Penalty: 4533.878418
	Iteration 42Q: 3 clusters Score -760573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -760585.250000 Penalty: 4533.878418
	Iteration 43Q: 3 clusters Score -760585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -760599.000000 Penalty: 4533.878418
	Iteration 44Q: 3 clusters Score -760599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -760605.687500 Penalty: 4533.878418
	Iteration 45Q: 3 clusters Score -760605.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -760611.875000 Penalty: 4533.878418
	Iteration 46Q: 3 clusters Score -760611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -760620.250000 Penalty: 4533.878418
	Iteration 47Q: 3 clusters Score -760620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -760625.875000 Penalty: 4533.878418
	Iteration 48Q: 3 clusters Score -760625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -760627.437500 Penalty: 4533.878418
	Iteration 49Q: 3 clusters Score -760627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -760629.687500 Penalty: 4533.878418
	Iteration 50Q: 3 clusters Score -760629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -760629.875000 Penalty: 4533.878418
	Iteration 51Q: 3 clusters Score -760629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -760629.875000 Penalty: 4533.878418
	Iteration 52F: 3 clusters Score -760629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Entering Unmasked Estep 
Score: -1914577.500000 Penalty: 2479.758301
	Iteration 0F: 2 clusters Score -1914578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1899151.750000 Penalty: 4959.516602
	Iteration 0F: 3 clusters Score -1899152 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1904597.250000 Penalty: 4959.516602
	Iteration 1F: 3 clusters Score -1904597 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1905246.875000 Penalty: 4959.516602
	Iteration 2F: 3 clusters Score -1905247 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1905949.125000 Penalty: 4959.516602
	Iteration 3F: 3 clusters Score -1905949 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1906739.750000 Penalty: 4959.516602
	Iteration 4F: 3 clusters Score -1906740 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1907618.750000 Penalty: 4959.516602
	Iteration 5F: 3 clusters Score -1907619 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1908687.875000 Penalty: 4959.516602
	Iteration 6F: 3 clusters Score -1908688 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1909796.875000 Penalty: 4959.516602
	Iteration 7F: 3 clusters Score -1909797 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1910908.625000 Penalty: 4959.516602
	Iteration 8F: 3 clusters Score -1910909 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1911994.000000 Penalty: 4959.516602
	Iteration 9F: 3 clusters Score -1911994 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1912693.625000 Penalty: 4959.516602
	Iteration 10Q: 3 clusters Score -1912694 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1913126.750000 Penalty: 4959.516602
	Iteration 11Q: 3 clusters Score -1913127 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1913336.625000 Penalty: 4959.516602
	Iteration 12Q: 3 clusters Score -1913337 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1913441.125000 Penalty: 4959.516602
	Iteration 13Q: 3 clusters Score -1913441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1913493.000000 Penalty: 4959.516602
	Iteration 14Q: 3 clusters Score -1913493 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1913528.625000 Penalty: 4959.516602
	Iteration 15Q: 3 clusters Score -1913529 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1913552.625000 Penalty: 4959.516602
	Iteration 16Q: 3 clusters Score -1913553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1913593.875000 Penalty: 4959.516602
	Iteration 17Q: 3 clusters Score -1913594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1913616.250000 Penalty: 4959.516602
	Iteration 18Q: 3 clusters Score -1913616 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1913632.000000 Penalty: 4959.516602
	Iteration 19Q: 3 clusters Score -1913632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1913662.500000 Penalty: 4959.516602
	Iteration 20F: 3 clusters Score -1913662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1913679.250000 Penalty: 4959.516602
	Iteration 21Q: 3 clusters Score -1913679 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1913690.375000 Penalty: 4959.516602
	Iteration 22Q: 3 clusters Score -1913690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1913705.625000 Penalty: 4959.516602
	Iteration 23Q: 3 clusters Score -1913706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1913728.125000 Penalty: 4959.516602
	Iteration 24Q: 3 clusters Score -1913728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1913737.000000 Penalty: 4959.516602
	Iteration 25Q: 3 clusters Score -1913737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1913748.875000 Penalty: 4959.516602
	Iteration 26Q: 3 clusters Score -1913749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1913766.875000 Penalty: 4959.516602
	Iteration 27Q: 3 clusters Score -1913767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1913782.000000 Penalty: 4959.516602
	Iteration 28Q: 3 clusters Score -1913782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1913786.625000 Penalty: 4959.516602
	Iteration 29Q: 3 clusters Score -1913787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1913794.625000 Penalty: 4959.516602
	Iteration 30Q: 3 clusters Score -1913795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1913799.000000 Penalty: 4959.516602
	Iteration 31Q: 3 clusters Score -1913799 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1913813.000000 Penalty: 4959.516602
	Iteration 32Q: 3 clusters Score -1913813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1913827.000000 Penalty: 4959.516602
	Iteration 33Q: 3 clusters Score -1913827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1913841.625000 Penalty: 4959.516602
	Iteration 34Q: 3 clusters Score -1913842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1913845.625000 Penalty: 4959.516602
	Iteration 35Q: 3 clusters Score -1913846 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1913864.375000 Penalty: 4959.516602
	Iteration 36Q: 3 clusters Score -1913864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1913875.875000 Penalty: 4959.516602
	Iteration 37Q: 3 clusters Score -1913876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1913889.000000 Penalty: 4959.516602
	Iteration 38Q: 3 clusters Score -1913889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1913888.625000 Penalty: 4959.516602
	Iteration 39Q: 3 clusters Score -1913889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1913898.000000 Penalty: 4959.516602
	Iteration 40F: 3 clusters Score -1913898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1913907.750000 Penalty: 4959.516602
	Iteration 41Q: 3 clusters Score -1913908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1913913.500000 Penalty: 4959.516602
	Iteration 42Q: 3 clusters Score -1913914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1913918.500000 Penalty: 4959.516602
	Iteration 43Q: 3 clusters Score -1913918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1913933.125000 Penalty: 4959.516602
	Iteration 44Q: 3 clusters Score -1913933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1913941.625000 Penalty: 4959.516602
	Iteration 45Q: 3 clusters Score -1913942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1913938.250000 Penalty: 4959.516602
	Iteration 46Q: 3 clusters Score -1913938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1913947.750000 Penalty: 4959.516602
	Iteration 47Q: 3 clusters Score -1913948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1913949.750000 Penalty: 4959.516602
	Iteration 48Q: 3 clusters Score -1913950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1913955.250000 Penalty: 4959.516602
	Iteration 49Q: 3 clusters Score -1913955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1913961.125000 Penalty: 4959.516602
	Iteration 50Q: 3 clusters Score -1913961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1913969.500000 Penalty: 4959.516602
	Iteration 51Q: 3 clusters Score -1913970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1913973.625000 Penalty: 4959.516602
	Iteration 52Q: 3 clusters Score -1913974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1913973.125000 Penalty: 4959.516602
	Iteration 53Q: 3 clusters Score -1913973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1913981.500000 Penalty: 4959.516602
	Iteration 54Q: 3 clusters Score -1913982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1913984.000000 Penalty: 4959.516602
	Iteration 55Q: 3 clusters Score -1913984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1913994.750000 Penalty: 4959.516602
	Iteration 56Q: 3 clusters Score -1913995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1913999.875000 Penalty: 4959.516602
	Iteration 57Q: 3 clusters Score -1914000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1914003.875000 Penalty: 4959.516602
	Iteration 58Q: 3 clusters Score -1914004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1914005.000000 Penalty: 4959.516602
	Iteration 59Q: 3 clusters Score -1914005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1914003.750000 Penalty: 4959.516602
	Iteration 60F: 3 clusters Score -1914004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1914008.750000 Penalty: 4959.516602
	Iteration 61Q: 3 clusters Score -1914009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1914011.500000 Penalty: 4959.516602
	Iteration 62Q: 3 clusters Score -1914012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1914018.125000 Penalty: 4959.516602
	Iteration 63Q: 3 clusters Score -1914018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1914019.250000 Penalty: 4959.516602
	Iteration 64Q: 3 clusters Score -1914019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1914024.375000 Penalty: 4959.516602
	Iteration 65Q: 3 clusters Score -1914024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1914028.375000 Penalty: 4959.516602
	Iteration 66Q: 3 clusters Score -1914028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1914034.875000 Penalty: 4959.516602
	Iteration 67Q: 3 clusters Score -1914035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1914038.500000 Penalty: 4959.516602
	Iteration 68Q: 3 clusters Score -1914038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1914047.250000 Penalty: 4959.516602
	Iteration 69Q: 3 clusters Score -1914047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1914049.875000 Penalty: 4959.516602
	Iteration 70Q: 3 clusters Score -1914050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1914059.875000 Penalty: 4959.516602
	Iteration 71Q: 3 clusters Score -1914060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1914067.500000 Penalty: 4959.516602
	Iteration 72Q: 3 clusters Score -1914068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1914070.875000 Penalty: 4959.516602
	Iteration 73Q: 3 clusters Score -1914071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1914076.625000 Penalty: 4959.516602
	Iteration 74Q: 3 clusters Score -1914077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1914080.750000 Penalty: 4959.516602
	Iteration 75Q: 3 clusters Score -1914081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1914080.375000 Penalty: 4959.516602
	Iteration 76Q: 3 clusters Score -1914080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1914082.875000 Penalty: 4959.516602
	Iteration 77Q: 3 clusters Score -1914083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1914082.750000 Penalty: 4959.516602
	Iteration 78Q: 3 clusters Score -1914083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1914091.500000 Penalty: 4959.516602
	Iteration 79Q: 3 clusters Score -1914092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1914094.250000 Penalty: 4959.516602
	Iteration 80F: 3 clusters Score -1914094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1914089.500000 Penalty: 4959.516602
	Iteration 81Q: 3 clusters Score -1914090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1914094.375000 Penalty: 4959.516602
	Iteration 82Q: 3 clusters Score -1914094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1914097.250000 Penalty: 4959.516602
	Iteration 83Q: 3 clusters Score -1914097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1914098.500000 Penalty: 4959.516602
	Iteration 84Q: 3 clusters Score -1914098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1914100.625000 Penalty: 4959.516602
	Iteration 85Q: 3 clusters Score -1914101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1914102.125000 Penalty: 4959.516602
	Iteration 86Q: 3 clusters Score -1914102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1914103.375000 Penalty: 4959.516602
	Iteration 87Q: 3 clusters Score -1914103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1914104.750000 Penalty: 4959.516602
	Iteration 88Q: 3 clusters Score -1914105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1914107.375000 Penalty: 4959.516602
	Iteration 89Q: 3 clusters Score -1914107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1914113.375000 Penalty: 4959.516602
	Iteration 90Q: 3 clusters Score -1914113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1914115.625000 Penalty: 4959.516602
	Iteration 91Q: 3 clusters Score -1914116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1914113.500000 Penalty: 4959.516602
	Iteration 92Q: 3 clusters Score -1914114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1914119.125000 Penalty: 4959.516602
	Iteration 93Q: 3 clusters Score -1914119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1914126.750000 Penalty: 4959.516602
	Iteration 94Q: 3 clusters Score -1914127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1914131.875000 Penalty: 4959.516602
	Iteration 95Q: 3 clusters Score -1914132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1914130.500000 Penalty: 4959.516602
	Iteration 96Q: 3 clusters Score -1914130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1914134.000000 Penalty: 4959.516602
	Iteration 97Q: 3 clusters Score -1914134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1914137.500000 Penalty: 4959.516602
	Iteration 98Q: 3 clusters Score -1914138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1914138.625000 Penalty: 4959.516602
	Iteration 99Q: 3 clusters Score -1914139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1914141.625000 Penalty: 4959.516602
	Iteration 100F: 3 clusters Score -1914142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1914153.000000 Penalty: 4959.516602
	Iteration 101Q: 3 clusters Score -1914153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1914157.750000 Penalty: 4959.516602
	Iteration 102Q: 3 clusters Score -1914158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1914162.250000 Penalty: 4959.516602
	Iteration 103Q: 3 clusters Score -1914162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1914164.250000 Penalty: 4959.516602
	Iteration 104Q: 3 clusters Score -1914164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1914168.000000 Penalty: 4959.516602
	Iteration 105Q: 3 clusters Score -1914168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1914176.375000 Penalty: 4959.516602
	Iteration 106Q: 3 clusters Score -1914176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1914179.500000 Penalty: 4959.516602
	Iteration 107Q: 3 clusters Score -1914180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1914179.500000 Penalty: 4959.516602
	Iteration 108Q: 3 clusters Score -1914180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1914182.000000 Penalty: 4959.516602
	Iteration 109Q: 3 clusters Score -1914182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1914185.375000 Penalty: 4959.516602
	Iteration 110Q: 3 clusters Score -1914185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1914182.875000 Penalty: 4959.516602
	Iteration 111Q: 3 clusters Score -1914183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1914187.125000 Penalty: 4959.516602
	Iteration 112Q: 3 clusters Score -1914187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1914189.375000 Penalty: 4959.516602
	Iteration 113Q: 3 clusters Score -1914189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1914190.875000 Penalty: 4959.516602
	Iteration 114Q: 3 clusters Score -1914191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1914195.625000 Penalty: 4959.516602
	Iteration 115Q: 3 clusters Score -1914196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1914197.750000 Penalty: 4959.516602
	Iteration 116Q: 3 clusters Score -1914198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1914195.625000 Penalty: 4959.516602
	Iteration 117Q: 3 clusters Score -1914196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1914200.750000 Penalty: 4959.516602
	Iteration 118Q: 3 clusters Score -1914201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1914209.500000 Penalty: 4959.516602
	Iteration 119Q: 3 clusters Score -1914210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1914208.375000 Penalty: 4959.516602
	Iteration 120F: 3 clusters Score -1914208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1914211.125000 Penalty: 4959.516602
	Iteration 121Q: 3 clusters Score -1914211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1914216.500000 Penalty: 4959.516602
	Iteration 122Q: 3 clusters Score -1914216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1914217.250000 Penalty: 4959.516602
	Iteration 123Q: 3 clusters Score -1914217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1914225.250000 Penalty: 4959.516602
	Iteration 124Q: 3 clusters Score -1914225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1914227.125000 Penalty: 4959.516602
	Iteration 125Q: 3 clusters Score -1914227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1914228.750000 Penalty: 4959.516602
	Iteration 126Q: 3 clusters Score -1914229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1914232.375000 Penalty: 4959.516602
	Iteration 127Q: 3 clusters Score -1914232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1914233.500000 Penalty: 4959.516602
	Iteration 128Q: 3 clusters Score -1914234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1914242.125000 Penalty: 4959.516602
	Iteration 129Q: 3 clusters Score -1914242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1914243.250000 Penalty: 4959.516602
	Iteration 130Q: 3 clusters Score -1914243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1914242.375000 Penalty: 4959.516602
	Iteration 131Q: 3 clusters Score -1914242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1914242.625000 Penalty: 4959.516602
	Iteration 132Q: 3 clusters Score -1914243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1914241.500000 Penalty: 4959.516602
	Iteration 133Q: 3 clusters Score -1914242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1914244.750000 Penalty: 4959.516602
	Iteration 134Q: 3 clusters Score -1914245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1914247.875000 Penalty: 4959.516602
	Iteration 135Q: 3 clusters Score -1914248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1914247.250000 Penalty: 4959.516602
	Iteration 136Q: 3 clusters Score -1914247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1914248.875000 Penalty: 4959.516602
	Iteration 137Q: 3 clusters Score -1914249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1914246.750000 Penalty: 4959.516602
	Iteration 138Q: 3 clusters Score -1914247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1914250.000000 Penalty: 4959.516602
	Iteration 139Q: 3 clusters Score -1914250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1914250.500000 Penalty: 4959.516602
	Iteration 140F: 3 clusters Score -1914250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1914247.750000 Penalty: 4959.516602
	Iteration 141Q: 3 clusters Score -1914248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1914249.500000 Penalty: 4959.516602
	Iteration 142Q: 3 clusters Score -1914250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1914251.750000 Penalty: 4959.516602
	Iteration 143Q: 3 clusters Score -1914252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1914255.375000 Penalty: 4959.516602
	Iteration 144Q: 3 clusters Score -1914255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1914254.500000 Penalty: 4959.516602
	Iteration 145Q: 3 clusters Score -1914254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1914254.750000 Penalty: 4959.516602
	Iteration 146Q: 3 clusters Score -1914255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1914255.750000 Penalty: 4959.516602
	Iteration 147Q: 3 clusters Score -1914256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1914252.875000 Penalty: 4959.516602
	Iteration 148Q: 3 clusters Score -1914253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1914256.750000 Penalty: 4959.516602
	Iteration 149Q: 3 clusters Score -1914257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1914254.375000 Penalty: 4959.516602
	Iteration 150Q: 3 clusters Score -1914254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1914256.125000 Penalty: 4959.516602
	Iteration 151Q: 3 clusters Score -1914256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1914256.625000 Penalty: 4959.516602
	Iteration 152Q: 3 clusters Score -1914257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1914259.125000 Penalty: 4959.516602
	Iteration 153Q: 3 clusters Score -1914259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1914258.875000 Penalty: 4959.516602
	Iteration 154Q: 3 clusters Score -1914259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1914260.125000 Penalty: 4959.516602
	Iteration 155Q: 3 clusters Score -1914260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1914260.125000 Penalty: 4959.516602
	Iteration 156Q: 3 clusters Score -1914260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1914259.625000 Penalty: 4959.516602
	Iteration 157Q: 3 clusters Score -1914260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1914259.625000 Penalty: 4959.516602
	Iteration 158F: 3 clusters Score -1914260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Entering Unmasked Estep 
Score: -2469132.000000 Penalty: 2557.536133
	Iteration 0F: 2 clusters Score -2469132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2448543.000000 Penalty: 5115.072266
	Iteration 0F: 3 clusters Score -2448543 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2456466.750000 Penalty: 5115.072266
	Iteration 1F: 3 clusters Score -2456467 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2457682.000000 Penalty: 5115.072266
	Iteration 2F: 3 clusters Score -2457682 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2459311.500000 Penalty: 5115.072266
	Iteration 3F: 3 clusters Score -2459312 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2461553.250000 Penalty: 5115.072266
	Iteration 4F: 3 clusters Score -2461553 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2464478.500000 Penalty: 5115.072266
	Iteration 5F: 3 clusters Score -2464478 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2467667.000000 Penalty: 5115.072266
	Iteration 6F: 3 clusters Score -2467667 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2470271.250000 Penalty: 5115.072266
	Iteration 7F: 3 clusters Score -2470271 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2471866.250000 Penalty: 5115.072266
	Iteration 8F: 3 clusters Score -2471866 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2472595.500000 Penalty: 5115.072266
	Iteration 9Q: 3 clusters Score -2472596 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2472949.000000 Penalty: 5115.072266
	Iteration 10Q: 3 clusters Score -2472949 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2473193.000000 Penalty: 5115.072266
	Iteration 11Q: 3 clusters Score -2473193 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2473396.000000 Penalty: 5115.072266
	Iteration 12Q: 3 clusters Score -2473396 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2473627.500000 Penalty: 5115.072266
	Iteration 13Q: 3 clusters Score -2473628 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2473859.750000 Penalty: 5115.072266
	Iteration 14Q: 3 clusters Score -2473860 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2473987.000000 Penalty: 5115.072266
	Iteration 15Q: 3 clusters Score -2473987 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2474050.750000 Penalty: 5115.072266
	Iteration 16Q: 3 clusters Score -2474051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2474110.500000 Penalty: 5115.072266
	Iteration 17Q: 3 clusters Score -2474110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2474130.250000 Penalty: 5115.072266
	Iteration 18Q: 3 clusters Score -2474130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2474127.250000 Penalty: 5115.072266
	Iteration 19Q: 3 clusters Score -2474127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2474128.500000 Penalty: 5115.072266
	Iteration 20F: 3 clusters Score -2474128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2474135.250000 Penalty: 5115.072266
	Iteration 21Q: 3 clusters Score -2474135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2474137.000000 Penalty: 5115.072266
	Iteration 22Q: 3 clusters Score -2474137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2474138.000000 Penalty: 5115.072266
	Iteration 23Q: 3 clusters Score -2474138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2474142.250000 Penalty: 5115.072266
	Iteration 24Q: 3 clusters Score -2474142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2474142.000000 Penalty: 5115.072266
	Iteration 25Q: 3 clusters Score -2474142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2474141.500000 Penalty: 5115.072266
	Iteration 26Q: 3 clusters Score -2474142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2474141.750000 Penalty: 5115.072266
	Iteration 27Q: 3 clusters Score -2474142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2474143.750000 Penalty: 5115.072266
	Iteration 28Q: 3 clusters Score -2474144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2474143.750000 Penalty: 5115.072266
	Iteration 29F: 3 clusters Score -2474144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 2402 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Mstep: Class 53 contains 826 members 
Mstep: Class 54 contains 13583 members 
Entering Unmasked Estep 
Score: -51159360.000000 Penalty: 179406.406250
Splitting cluster 25 changes total score from -51152400.000000 to -51159360.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 26 (10435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Entering Unmasked Estep 
Score: -854362.125000 Penalty: 2294.724365
	Iteration 0F: 2 clusters Score -854362.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -846471.500000 Penalty: 4589.448730
	Iteration 0F: 3 clusters Score -846471.5 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -848903.437500 Penalty: 4589.448730
	Iteration 1F: 3 clusters Score -848903.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -849332.750000 Penalty: 4589.448730
	Iteration 2F: 3 clusters Score -849332.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -849768.625000 Penalty: 4589.448730
	Iteration 3F: 3 clusters Score -849768.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -850233.187500 Penalty: 4589.448730
	Iteration 4F: 3 clusters Score -850233.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -850703.562500 Penalty: 4589.448730
	Iteration 5F: 3 clusters Score -850703.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -851110.250000 Penalty: 4589.448730
	Iteration 6F: 3 clusters Score -851110.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -851415.937500 Penalty: 4589.448730
	Iteration 7Q: 3 clusters Score -851415.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -851591.250000 Penalty: 4589.448730
	Iteration 8Q: 3 clusters Score -851591.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -851686.375000 Penalty: 4589.448730
	Iteration 9Q: 3 clusters Score -851686.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -851749.312500 Penalty: 4589.448730
	Iteration 10Q: 3 clusters Score -851749.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -851793.187500 Penalty: 4589.448730
	Iteration 11Q: 3 clusters Score -851793.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -851833.250000 Penalty: 4589.448730
	Iteration 12Q: 3 clusters Score -851833.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -851861.125000 Penalty: 4589.448730
	Iteration 13Q: 3 clusters Score -851861.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -851887.375000 Penalty: 4589.448730
	Iteration 14Q: 3 clusters Score -851887.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -851902.750000 Penalty: 4589.448730
	Iteration 15Q: 3 clusters Score -851902.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -851915.250000 Penalty: 4589.448730
	Iteration 16Q: 3 clusters Score -851915.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -851923.312500 Penalty: 4589.448730
	Iteration 17Q: 3 clusters Score -851923.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -851933.562500 Penalty: 4589.448730
	Iteration 18Q: 3 clusters Score -851933.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -851941.625000 Penalty: 4589.448730
	Iteration 19Q: 3 clusters Score -851941.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -851954.000000 Penalty: 4589.448730
	Iteration 20F: 3 clusters Score -851954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -851960.250000 Penalty: 4589.448730
	Iteration 21Q: 3 clusters Score -851960.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -851969.500000 Penalty: 4589.448730
	Iteration 22Q: 3 clusters Score -851969.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -851978.062500 Penalty: 4589.448730
	Iteration 23Q: 3 clusters Score -851978.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -851992.250000 Penalty: 4589.448730
	Iteration 24Q: 3 clusters Score -851992.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -851994.312500 Penalty: 4589.448730
	Iteration 25Q: 3 clusters Score -851994.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -851999.875000 Penalty: 4589.448730
	Iteration 26Q: 3 clusters Score -851999.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -852002.187500 Penalty: 4589.448730
	Iteration 27Q: 3 clusters Score -852002.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -852003.687500 Penalty: 4589.448730
	Iteration 28Q: 3 clusters Score -852003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -852005.000000 Penalty: 4589.448730
	Iteration 29Q: 3 clusters Score -852005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -852013.375000 Penalty: 4589.448730
	Iteration 30Q: 3 clusters Score -852013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -852013.437500 Penalty: 4589.448730
	Iteration 31Q: 3 clusters Score -852013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -852020.312500 Penalty: 4589.448730
	Iteration 32Q: 3 clusters Score -852020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -852020.187500 Penalty: 4589.448730
	Iteration 33Q: 3 clusters Score -852020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -852018.625000 Penalty: 4589.448730
	Iteration 34Q: 3 clusters Score -852018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -852022.437500 Penalty: 4589.448730
	Iteration 35Q: 3 clusters Score -852022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -852024.250000 Penalty: 4589.448730
	Iteration 36Q: 3 clusters Score -852024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -852024.687500 Penalty: 4589.448730
	Iteration 37Q: 3 clusters Score -852024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -852026.625000 Penalty: 4589.448730
	Iteration 38Q: 3 clusters Score -852026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -852027.187500 Penalty: 4589.448730
	Iteration 39Q: 3 clusters Score -852027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -852030.312500 Penalty: 4589.448730
	Iteration 40F: 3 clusters Score -852030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -852032.750000 Penalty: 4589.448730
	Iteration 41Q: 3 clusters Score -852032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -852035.187500 Penalty: 4589.448730
	Iteration 42Q: 3 clusters Score -852035.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -852038.875000 Penalty: 4589.448730
	Iteration 43Q: 3 clusters Score -852038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -852038.250000 Penalty: 4589.448730
	Iteration 44Q: 3 clusters Score -852038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -852037.500000 Penalty: 4589.448730
	Iteration 45Q: 3 clusters Score -852037.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -852042.312500 Penalty: 4589.448730
	Iteration 46Q: 3 clusters Score -852042.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -852050.500000 Penalty: 4589.448730
	Iteration 47Q: 3 clusters Score -852050.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -852055.812500 Penalty: 4589.448730
	Iteration 48Q: 3 clusters Score -852055.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -852056.437500 Penalty: 4589.448730
	Iteration 49Q: 3 clusters Score -852056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -852060.937500 Penalty: 4589.448730
	Iteration 50Q: 3 clusters Score -852060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -852062.562500 Penalty: 4589.448730
	Iteration 51Q: 3 clusters Score -852062.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -852067.812500 Penalty: 4589.448730
	Iteration 52Q: 3 clusters Score -852067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -852067.687500 Penalty: 4589.448730
	Iteration 53Q: 3 clusters Score -852067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -852068.187500 Penalty: 4589.448730
	Iteration 54Q: 3 clusters Score -852068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -852071.437500 Penalty: 4589.448730
	Iteration 55Q: 3 clusters Score -852071.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -852076.500000 Penalty: 4589.448730
	Iteration 56Q: 3 clusters Score -852076.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -852075.875000 Penalty: 4589.448730
	Iteration 57Q: 3 clusters Score -852075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -852077.250000 Penalty: 4589.448730
	Iteration 58Q: 3 clusters Score -852077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -852076.875000 Penalty: 4589.448730
	Iteration 59Q: 3 clusters Score -852076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -852076.812500 Penalty: 4589.448730
	Iteration 60F: 3 clusters Score -852076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -852077.562500 Penalty: 4589.448730
	Iteration 61Q: 3 clusters Score -852077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -852079.437500 Penalty: 4589.448730
	Iteration 62Q: 3 clusters Score -852079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -852081.500000 Penalty: 4589.448730
	Iteration 63Q: 3 clusters Score -852081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -852083.000000 Penalty: 4589.448730
	Iteration 64Q: 3 clusters Score -852083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -852084.625000 Penalty: 4589.448730
	Iteration 65Q: 3 clusters Score -852084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -852084.312500 Penalty: 4589.448730
	Iteration 66Q: 3 clusters Score -852084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -852086.875000 Penalty: 4589.448730
	Iteration 67Q: 3 clusters Score -852086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -852086.062500 Penalty: 4589.448730
	Iteration 68Q: 3 clusters Score -852086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -852086.937500 Penalty: 4589.448730
	Iteration 69Q: 3 clusters Score -852086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -852087.500000 Penalty: 4589.448730
	Iteration 70Q: 3 clusters Score -852087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -852087.375000 Penalty: 4589.448730
	Iteration 71Q: 3 clusters Score -852087.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -852087.375000 Penalty: 4589.448730
	Iteration 72F: 3 clusters Score -852087.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -300777.218750 Penalty: 2036.851562
	Iteration 0F: 2 clusters Score -300777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -297116.500000 Penalty: 4073.703125
	Iteration 0F: 3 clusters Score -297116.5 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -297873.593750 Penalty: 4073.703125
	Iteration 1F: 3 clusters Score -297873.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -298125.593750 Penalty: 4073.703125
	Iteration 2F: 3 clusters Score -298125.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -298281.500000 Penalty: 4073.703125
	Iteration 3F: 3 clusters Score -298281.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -298403.031250 Penalty: 4073.703125
	Iteration 4Q: 3 clusters Score -298403 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -298507.312500 Penalty: 4073.703125
	Iteration 5Q: 3 clusters Score -298507.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -298605.000000 Penalty: 4073.703125
	Iteration 6Q: 3 clusters Score -298605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -298691.968750 Penalty: 4073.703125
	Iteration 7Q: 3 clusters Score -298692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -298783.656250 Penalty: 4073.703125
	Iteration 8Q: 3 clusters Score -298783.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -298884.875000 Penalty: 4073.703125
	Iteration 9Q: 3 clusters Score -298884.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -298993.312500 Penalty: 4073.703125
	Iteration 10Q: 3 clusters Score -298993.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -299083.468750 Penalty: 4073.703125
	Iteration 11Q: 3 clusters Score -299083.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -299159.218750 Penalty: 4073.703125
	Iteration 12Q: 3 clusters Score -299159.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -299221.125000 Penalty: 4073.703125
	Iteration 13Q: 3 clusters Score -299221.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -299259.000000 Penalty: 4073.703125
	Iteration 14Q: 3 clusters Score -299259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -299300.718750 Penalty: 4073.703125
	Iteration 15Q: 3 clusters Score -299300.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -299344.656250 Penalty: 4073.703125
	Iteration 16Q: 3 clusters Score -299344.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -299381.250000 Penalty: 4073.703125
	Iteration 17Q: 3 clusters Score -299381.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -299409.437500 Penalty: 4073.703125
	Iteration 18Q: 3 clusters Score -299409.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -299435.968750 Penalty: 4073.703125
	Iteration 19Q: 3 clusters Score -299436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -299460.718750 Penalty: 4073.703125
	Iteration 20F: 3 clusters Score -299460.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -299481.937500 Penalty: 4073.703125
	Iteration 21Q: 3 clusters Score -299481.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -299503.093750 Penalty: 4073.703125
	Iteration 22Q: 3 clusters Score -299503.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -299523.968750 Penalty: 4073.703125
	Iteration 23Q: 3 clusters Score -299524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -299541.875000 Penalty: 4073.703125
	Iteration 24Q: 3 clusters Score -299541.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -299554.500000 Penalty: 4073.703125
	Iteration 25Q: 3 clusters Score -299554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -299562.718750 Penalty: 4073.703125
	Iteration 26Q: 3 clusters Score -299562.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -299573.625000 Penalty: 4073.703125
	Iteration 27Q: 3 clusters Score -299573.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -299591.843750 Penalty: 4073.703125
	Iteration 28Q: 3 clusters Score -299591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -299610.125000 Penalty: 4073.703125
	Iteration 29Q: 3 clusters Score -299610.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -299624.593750 Penalty: 4073.703125
	Iteration 30Q: 3 clusters Score -299624.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -299635.500000 Penalty: 4073.703125
	Iteration 31Q: 3 clusters Score -299635.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -299644.375000 Penalty: 4073.703125
	Iteration 32Q: 3 clusters Score -299644.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -299657.468750 Penalty: 4073.703125
	Iteration 33Q: 3 clusters Score -299657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -299667.406250 Penalty: 4073.703125
	Iteration 34Q: 3 clusters Score -299667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -299676.312500 Penalty: 4073.703125
	Iteration 35Q: 3 clusters Score -299676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -299681.343750 Penalty: 4073.703125
	Iteration 36Q: 3 clusters Score -299681.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -299689.312500 Penalty: 4073.703125
	Iteration 37Q: 3 clusters Score -299689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -299697.343750 Penalty: 4073.703125
	Iteration 38Q: 3 clusters Score -299697.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -299704.062500 Penalty: 4073.703125
	Iteration 39Q: 3 clusters Score -299704.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -299710.187500 Penalty: 4073.703125
	Iteration 40F: 3 clusters Score -299710.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -299721.531250 Penalty: 4073.703125
	Iteration 41Q: 3 clusters Score -299721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -299733.843750 Penalty: 4073.703125
	Iteration 42Q: 3 clusters Score -299733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -299736.843750 Penalty: 4073.703125
	Iteration 43Q: 3 clusters Score -299736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -299741.937500 Penalty: 4073.703125
	Iteration 44Q: 3 clusters Score -299741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -299746.218750 Penalty: 4073.703125
	Iteration 45Q: 3 clusters Score -299746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -299748.625000 Penalty: 4073.703125
	Iteration 46Q: 3 clusters Score -299748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -299748.625000 Penalty: 4073.703125
	Iteration 47F: 3 clusters Score -299748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -53393.425781 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -53393.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51753.898438 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -51753.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51930.707031 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -51930.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51985.492188 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -51985.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52007.152344 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -52007.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52013.925781 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -52013.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52016.277344 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -52016.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52018.292969 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -52018.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52019.222656 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -52019.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52019.222656 Penalty: 3221.651611
	Iteration 8F: 3 clusters Score -52019.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (40392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Entering Unmasked Estep 
Score: -3300766.250000 Penalty: 2630.384033
	Iteration 0F: 2 clusters Score -3300766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3273319.500000 Penalty: 5260.768066
	Iteration 0F: 3 clusters Score -3273320 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3283425.000000 Penalty: 5260.768066
	Iteration 1F: 3 clusters Score -3283425 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3283895.250000 Penalty: 5260.768066
	Iteration 2Q: 3 clusters Score -3283895 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3284331.250000 Penalty: 5260.768066
	Iteration 3Q: 3 clusters Score -3284331 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3284811.250000 Penalty: 5260.768066
	Iteration 4Q: 3 clusters Score -3284811 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3285296.000000 Penalty: 5260.768066
	Iteration 5Q: 3 clusters Score -3285296 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3285939.250000 Penalty: 5260.768066
	Iteration 6Q: 3 clusters Score -3285939 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -3286715.250000 Penalty: 5260.768066
	Iteration 7Q: 3 clusters Score -3286715 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3287722.500000 Penalty: 5260.768066
	Iteration 8Q: 3 clusters Score -3287722 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3288906.250000 Penalty: 5260.768066
	Iteration 9Q: 3 clusters Score -3288906 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3290344.500000 Penalty: 5260.768066
	Iteration 10F: 3 clusters Score -3290344 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3291906.000000 Penalty: 5260.768066
	Iteration 11F: 3 clusters Score -3291906 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3293423.250000 Penalty: 5260.768066
	Iteration 12F: 3 clusters Score -3293423 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3294808.750000 Penalty: 5260.768066
	Iteration 13Q: 3 clusters Score -3294809 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3295846.500000 Penalty: 5260.768066
	Iteration 14Q: 3 clusters Score -3295846 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3296631.250000 Penalty: 5260.768066
	Iteration 15Q: 3 clusters Score -3296631 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3297232.250000 Penalty: 5260.768066
	Iteration 16Q: 3 clusters Score -3297232 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3297678.250000 Penalty: 5260.768066
	Iteration 17Q: 3 clusters Score -3297678 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3298088.250000 Penalty: 5260.768066
	Iteration 18Q: 3 clusters Score -3298088 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3298428.750000 Penalty: 5260.768066
	Iteration 19Q: 3 clusters Score -3298429 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3298753.500000 Penalty: 5260.768066
	Iteration 20F: 3 clusters Score -3298754 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3299066.000000 Penalty: 5260.768066
	Iteration 21Q: 3 clusters Score -3299066 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3299279.500000 Penalty: 5260.768066
	Iteration 22Q: 3 clusters Score -3299280 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3299359.000000 Penalty: 5260.768066
	Iteration 23Q: 3 clusters Score -3299359 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3299397.500000 Penalty: 5260.768066
	Iteration 24Q: 3 clusters Score -3299398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3299423.750000 Penalty: 5260.768066
	Iteration 25Q: 3 clusters Score -3299424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3299438.000000 Penalty: 5260.768066
	Iteration 26Q: 3 clusters Score -3299438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3299446.000000 Penalty: 5260.768066
	Iteration 27Q: 3 clusters Score -3299446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3299454.500000 Penalty: 5260.768066
	Iteration 28Q: 3 clusters Score -3299454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3299459.000000 Penalty: 5260.768066
	Iteration 29Q: 3 clusters Score -3299459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3299456.500000 Penalty: 5260.768066
	Iteration 30Q: 3 clusters Score -3299456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3299458.750000 Penalty: 5260.768066
	Iteration 31Q: 3 clusters Score -3299459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3299455.000000 Penalty: 5260.768066
	Iteration 32Q: 3 clusters Score -3299455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3299455.500000 Penalty: 5260.768066
	Iteration 33Q: 3 clusters Score -3299456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3299461.500000 Penalty: 5260.768066
	Iteration 34Q: 3 clusters Score -3299462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3299462.500000 Penalty: 5260.768066
	Iteration 35Q: 3 clusters Score -3299462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3299462.000000 Penalty: 5260.768066
	Iteration 36Q: 3 clusters Score -3299462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3299465.250000 Penalty: 5260.768066
	Iteration 37Q: 3 clusters Score -3299465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3299463.500000 Penalty: 5260.768066
	Iteration 38Q: 3 clusters Score -3299464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3299467.750000 Penalty: 5260.768066
	Iteration 39Q: 3 clusters Score -3299468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3299468.250000 Penalty: 5260.768066
	Iteration 40F: 3 clusters Score -3299468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3299469.000000 Penalty: 5260.768066
	Iteration 41Q: 3 clusters Score -3299469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3299469.250000 Penalty: 5260.768066
	Iteration 42Q: 3 clusters Score -3299469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3299471.000000 Penalty: 5260.768066
	Iteration 43Q: 3 clusters Score -3299471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3299473.250000 Penalty: 5260.768066
	Iteration 44Q: 3 clusters Score -3299473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3299470.500000 Penalty: 5260.768066
	Iteration 45Q: 3 clusters Score -3299470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3299473.000000 Penalty: 5260.768066
	Iteration 46Q: 3 clusters Score -3299473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3299473.750000 Penalty: 5260.768066
	Iteration 47Q: 3 clusters Score -3299474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3299473.750000 Penalty: 5260.768066
	Iteration 48F: 3 clusters Score -3299474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Entering Unmasked Estep 
Score: -939533.000000 Penalty: 2320.651855
	Iteration 0F: 2 clusters Score -939533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -930836.750000 Penalty: 4641.303711
	Iteration 0F: 3 clusters Score -930836.8 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -933391.687500 Penalty: 4641.303711
	Iteration 1F: 3 clusters Score -933391.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -933689.687500 Penalty: 4641.303711
	Iteration 2F: 3 clusters Score -933689.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -933897.437500 Penalty: 4641.303711
	Iteration 3Q: 3 clusters Score -933897.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -934038.375000 Penalty: 4641.303711
	Iteration 4Q: 3 clusters Score -934038.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -934140.000000 Penalty: 4641.303711
	Iteration 5Q: 3 clusters Score -934140 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -934241.250000 Penalty: 4641.303711
	Iteration 6Q: 3 clusters Score -934241.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -934362.000000 Penalty: 4641.303711
	Iteration 7Q: 3 clusters Score -934362 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -934509.562500 Penalty: 4641.303711
	Iteration 8Q: 3 clusters Score -934509.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -934696.500000 Penalty: 4641.303711
	Iteration 9Q: 3 clusters Score -934696.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -934930.750000 Penalty: 4641.303711
	Iteration 10Q: 3 clusters Score -934930.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -935221.875000 Penalty: 4641.303711
	Iteration 11Q: 3 clusters Score -935221.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -935568.062500 Penalty: 4641.303711
	Iteration 12Q: 3 clusters Score -935568.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -935847.625000 Penalty: 4641.303711
	Iteration 13Q: 3 clusters Score -935847.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -936086.562500 Penalty: 4641.303711
	Iteration 14Q: 3 clusters Score -936086.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -936279.687500 Penalty: 4641.303711
	Iteration 15Q: 3 clusters Score -936279.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -936426.750000 Penalty: 4641.303711
	Iteration 16Q: 3 clusters Score -936426.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -936551.687500 Penalty: 4641.303711
	Iteration 17Q: 3 clusters Score -936551.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -936638.750000 Penalty: 4641.303711
	Iteration 18Q: 3 clusters Score -936638.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -936707.500000 Penalty: 4641.303711
	Iteration 19Q: 3 clusters Score -936707.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -936748.312500 Penalty: 4641.303711
	Iteration 20F: 3 clusters Score -936748.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -936786.312500 Penalty: 4641.303711
	Iteration 21Q: 3 clusters Score -936786.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -936814.750000 Penalty: 4641.303711
	Iteration 22Q: 3 clusters Score -936814.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -936841.125000 Penalty: 4641.303711
	Iteration 23Q: 3 clusters Score -936841.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -936869.312500 Penalty: 4641.303711
	Iteration 24Q: 3 clusters Score -936869.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -936894.437500 Penalty: 4641.303711
	Iteration 25Q: 3 clusters Score -936894.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -936919.687500 Penalty: 4641.303711
	Iteration 26Q: 3 clusters Score -936919.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -936934.187500 Penalty: 4641.303711
	Iteration 27Q: 3 clusters Score -936934.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -936950.125000 Penalty: 4641.303711
	Iteration 28Q: 3 clusters Score -936950.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -936968.937500 Penalty: 4641.303711
	Iteration 29Q: 3 clusters Score -936968.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -936990.187500 Penalty: 4641.303711
	Iteration 30Q: 3 clusters Score -936990.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -937018.062500 Penalty: 4641.303711
	Iteration 31Q: 3 clusters Score -937018.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -937051.000000 Penalty: 4641.303711
	Iteration 32Q: 3 clusters Score -937051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -937079.687500 Penalty: 4641.303711
	Iteration 33Q: 3 clusters Score -937079.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -937098.250000 Penalty: 4641.303711
	Iteration 34Q: 3 clusters Score -937098.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -937122.187500 Penalty: 4641.303711
	Iteration 35Q: 3 clusters Score -937122.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -937143.625000 Penalty: 4641.303711
	Iteration 36Q: 3 clusters Score -937143.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -937169.187500 Penalty: 4641.303711
	Iteration 37Q: 3 clusters Score -937169.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -937189.625000 Penalty: 4641.303711
	Iteration 38Q: 3 clusters Score -937189.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -937201.500000 Penalty: 4641.303711
	Iteration 39Q: 3 clusters Score -937201.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -937221.500000 Penalty: 4641.303711
	Iteration 40F: 3 clusters Score -937221.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -937237.875000 Penalty: 4641.303711
	Iteration 41Q: 3 clusters Score -937237.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -937258.500000 Penalty: 4641.303711
	Iteration 42Q: 3 clusters Score -937258.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -937282.062500 Penalty: 4641.303711
	Iteration 43Q: 3 clusters Score -937282.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -937307.812500 Penalty: 4641.303711
	Iteration 44Q: 3 clusters Score -937307.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -937326.375000 Penalty: 4641.303711
	Iteration 45Q: 3 clusters Score -937326.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -937346.625000 Penalty: 4641.303711
	Iteration 46Q: 3 clusters Score -937346.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -937371.187500 Penalty: 4641.303711
	Iteration 47Q: 3 clusters Score -937371.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -937392.312500 Penalty: 4641.303711
	Iteration 48Q: 3 clusters Score -937392.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -937416.937500 Penalty: 4641.303711
	Iteration 49Q: 3 clusters Score -937416.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -937434.250000 Penalty: 4641.303711
	Iteration 50Q: 3 clusters Score -937434.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -937451.312500 Penalty: 4641.303711
	Iteration 51Q: 3 clusters Score -937451.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -937471.125000 Penalty: 4641.303711
	Iteration 52Q: 3 clusters Score -937471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -937480.625000 Penalty: 4641.303711
	Iteration 53Q: 3 clusters Score -937480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -937488.000000 Penalty: 4641.303711
	Iteration 54Q: 3 clusters Score -937488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -937494.937500 Penalty: 4641.303711
	Iteration 55Q: 3 clusters Score -937494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -937498.562500 Penalty: 4641.303711
	Iteration 56Q: 3 clusters Score -937498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -937501.812500 Penalty: 4641.303711
	Iteration 57Q: 3 clusters Score -937501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -937507.937500 Penalty: 4641.303711
	Iteration 58Q: 3 clusters Score -937507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -937513.625000 Penalty: 4641.303711
	Iteration 59Q: 3 clusters Score -937513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -937516.000000 Penalty: 4641.303711
	Iteration 60F: 3 clusters Score -937516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -937514.937500 Penalty: 4641.303711
	Iteration 61Q: 3 clusters Score -937514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -937515.250000 Penalty: 4641.303711
	Iteration 62Q: 3 clusters Score -937515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -937517.125000 Penalty: 4641.303711
	Iteration 63Q: 3 clusters Score -937517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -937517.375000 Penalty: 4641.303711
	Iteration 64Q: 3 clusters Score -937517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -937517.375000 Penalty: 4641.303711
	Iteration 65F: 3 clusters Score -937517.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -182804.359375 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -182804.4 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 1190 members 
Entering Unmasked Estep 
Score: -179944.734375 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -179944.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -180585.906250 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -180585.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -180895.718750 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -180895.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -181235.375000 Penalty: 3860.892334
	Iteration 3F: 3 clusters Score -181235.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -181786.546875 Penalty: 3860.892334
	Iteration 4F: 3 clusters Score -181786.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -182378.234375 Penalty: 3860.892334
	Iteration 5F: 3 clusters Score -182378.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -182631.062500 Penalty: 3860.892334
	Iteration 6F: 3 clusters Score -182631.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -182699.390625 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -182699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -182730.484375 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -182730.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -182745.953125 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -182746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -182755.000000 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -182755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -182759.406250 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -182759.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -182778.453125 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -182778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -182832.578125 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -182832.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -182917.250000 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -182917.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -182941.468750 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -182941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -182949.390625 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -182949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -182953.828125 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -182953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -182953.828125 Penalty: 3860.892334
	Iteration 18F: 3 clusters Score -182953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 2439 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Mstep: Class 53 contains 826 members 
Mstep: Class 54 contains 13583 members 
Mstep: Class 55 contains 1509 members 
Entering Unmasked Estep 
Score: -51158000.000000 Penalty: 182728.750000
Splitting cluster 31 changes total score from -51152400.000000 to -51158000.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 32 (60899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Entering Unmasked Estep 
Score: -5066255.000000 Penalty: 2732.208984
	Iteration 0F: 2 clusters Score -5066255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -5025508.000000 Penalty: 5464.417969
	Iteration 0F: 3 clusters Score -5025508 nChanged 28184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5041013.500000 Penalty: 5464.417969
	Iteration 1F: 3 clusters Score -5041014 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5041623.500000 Penalty: 5464.417969
	Iteration 2Q: 3 clusters Score -5041624 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5042326.000000 Penalty: 5464.417969
	Iteration 3Q: 3 clusters Score -5042326 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5043307.500000 Penalty: 5464.417969
	Iteration 4Q: 3 clusters Score -5043308 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5045044.500000 Penalty: 5464.417969
	Iteration 5F: 3 clusters Score -5045044 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5047954.000000 Penalty: 5464.417969
	Iteration 6F: 3 clusters Score -5047954 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -5052532.500000 Penalty: 5464.417969
	Iteration 7F: 3 clusters Score -5052532 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -5057531.000000 Penalty: 5464.417969
	Iteration 8F: 3 clusters Score -5057531 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5061275.000000 Penalty: 5464.417969
	Iteration 9F: 3 clusters Score -5061275 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5063047.000000 Penalty: 5464.417969
	Iteration 10Q: 3 clusters Score -5063047 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5063747.000000 Penalty: 5464.417969
	Iteration 11Q: 3 clusters Score -5063747 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5064084.500000 Penalty: 5464.417969
	Iteration 12Q: 3 clusters Score -5064084 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5064251.000000 Penalty: 5464.417969
	Iteration 13Q: 3 clusters Score -5064251 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5064357.500000 Penalty: 5464.417969
	Iteration 14Q: 3 clusters Score -5064358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5064408.500000 Penalty: 5464.417969
	Iteration 15Q: 3 clusters Score -5064408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5064482.500000 Penalty: 5464.417969
	Iteration 16Q: 3 clusters Score -5064482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5064524.000000 Penalty: 5464.417969
	Iteration 17Q: 3 clusters Score -5064524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5064560.500000 Penalty: 5464.417969
	Iteration 18Q: 3 clusters Score -5064560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5064579.500000 Penalty: 5464.417969
	Iteration 19Q: 3 clusters Score -5064580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5064604.000000 Penalty: 5464.417969
	Iteration 20F: 3 clusters Score -5064604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5064630.500000 Penalty: 5464.417969
	Iteration 21Q: 3 clusters Score -5064630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5064641.000000 Penalty: 5464.417969
	Iteration 22Q: 3 clusters Score -5064641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5064654.000000 Penalty: 5464.417969
	Iteration 23Q: 3 clusters Score -5064654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5064674.500000 Penalty: 5464.417969
	Iteration 24Q: 3 clusters Score -5064674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5064695.000000 Penalty: 5464.417969
	Iteration 25Q: 3 clusters Score -5064695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5064711.500000 Penalty: 5464.417969
	Iteration 26Q: 3 clusters Score -5064712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5064724.500000 Penalty: 5464.417969
	Iteration 27Q: 3 clusters Score -5064724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5064727.500000 Penalty: 5464.417969
	Iteration 28Q: 3 clusters Score -5064728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5064733.500000 Penalty: 5464.417969
	Iteration 29Q: 3 clusters Score -5064734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5064735.000000 Penalty: 5464.417969
	Iteration 30Q: 3 clusters Score -5064735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5064737.000000 Penalty: 5464.417969
	Iteration 31Q: 3 clusters Score -5064737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5064736.000000 Penalty: 5464.417969
	Iteration 32Q: 3 clusters Score -5064736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5064734.500000 Penalty: 5464.417969
	Iteration 33Q: 3 clusters Score -5064734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5064738.000000 Penalty: 5464.417969
	Iteration 34Q: 3 clusters Score -5064738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5064741.000000 Penalty: 5464.417969
	Iteration 35Q: 3 clusters Score -5064741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5064757.000000 Penalty: 5464.417969
	Iteration 36Q: 3 clusters Score -5064757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5064769.000000 Penalty: 5464.417969
	Iteration 37Q: 3 clusters Score -5064769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5064772.000000 Penalty: 5464.417969
	Iteration 38Q: 3 clusters Score -5064772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5064774.000000 Penalty: 5464.417969
	Iteration 39Q: 3 clusters Score -5064774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5064773.500000 Penalty: 5464.417969
	Iteration 40F: 3 clusters Score -5064774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5064771.500000 Penalty: 5464.417969
	Iteration 41Q: 3 clusters Score -5064772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5064774.000000 Penalty: 5464.417969
	Iteration 42Q: 3 clusters Score -5064774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5064776.000000 Penalty: 5464.417969
	Iteration 43Q: 3 clusters Score -5064776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5064781.500000 Penalty: 5464.417969
	Iteration 44Q: 3 clusters Score -5064782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5064781.000000 Penalty: 5464.417969
	Iteration 45Q: 3 clusters Score -5064781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5064781.000000 Penalty: 5464.417969
	Iteration 46F: 3 clusters Score -5064781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -104392.937500 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -104392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -102151.687500 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -102151.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -102508.250000 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -102508.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -102636.039062 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -102636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -102720.523438 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -102720.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102794.429688 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -102794.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -102838.835938 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -102838.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -102863.992188 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -102864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -102902.031250 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -102902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -102946.523438 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -102946.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -102990.093750 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -102990.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -103034.953125 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -103035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -103064.765625 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -103064.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -103096.359375 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -103096.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -103132.304688 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -103132.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -103170.570312 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -103170.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -103237.195312 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -103237.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -103283.046875 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -103283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -103304.453125 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -103304.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -103330.140625 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -103330.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -103351.679688 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -103351.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -103376.796875 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -103376.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -103398.765625 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -103398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103415.781250 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -103415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -103429.382812 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -103429.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -103445.773438 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -103445.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -103469.734375 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -103469.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -103497.320312 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -103497.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103534.937500 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -103534.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -103598.578125 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -103598.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -103717.148438 Penalty: 3601.915771
	Iteration 29Q: 3 clusters Score -103717.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -103839.609375 Penalty: 3601.915771
	Iteration 30Q: 3 clusters Score -103839.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -103928.578125 Penalty: 3601.915771
	Iteration 31Q: 3 clusters Score -103928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103969.632812 Penalty: 3601.915771
	Iteration 32Q: 3 clusters Score -103969.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103992.187500 Penalty: 3601.915771
	Iteration 33Q: 3 clusters Score -103992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -104001.132812 Penalty: 3601.915771
	Iteration 34Q: 3 clusters Score -104001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -104009.539062 Penalty: 3601.915771
	Iteration 35Q: 3 clusters Score -104009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104010.609375 Penalty: 3601.915771
	Iteration 36Q: 3 clusters Score -104010.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104010.609375 Penalty: 3601.915771
	Iteration 37F: 3 clusters Score -104010.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -169097.015625 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -169097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -166193.218750 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -166193.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -166810.250000 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -166810.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -167062.312500 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -167062.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -167400.234375 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -167400.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -167661.046875 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -167661 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -167823.062500 Penalty: 3868.474365
	Iteration 5F: 3 clusters Score -167823.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -167937.578125 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -167937.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -168032.296875 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -168032.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -168113.234375 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -168113.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -168183.343750 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -168183.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -168258.656250 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -168258.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -168313.687500 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -168313.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -168373.109375 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -168373.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -168437.390625 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -168437.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -168508.609375 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -168508.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -168585.234375 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -168585.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -168649.687500 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -168649.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -168707.750000 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -168707.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -168784.515625 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -168784.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -168842.859375 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -168842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -168886.562500 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -168886.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -168923.859375 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -168923.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -168949.953125 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -168950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -168972.921875 Penalty: 3868.474365
	Iteration 23Q: 3 clusters Score -168972.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -168991.343750 Penalty: 3868.474365
	Iteration 24Q: 3 clusters Score -168991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -169011.015625 Penalty: 3868.474365
	Iteration 25Q: 3 clusters Score -169011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -169024.625000 Penalty: 3868.474365
	Iteration 26Q: 3 clusters Score -169024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -169058.828125 Penalty: 3868.474365
	Iteration 27Q: 3 clusters Score -169058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -169085.156250 Penalty: 3868.474365
	Iteration 28Q: 3 clusters Score -169085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -169103.656250 Penalty: 3868.474365
	Iteration 29Q: 3 clusters Score -169103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -169128.140625 Penalty: 3868.474365
	Iteration 30Q: 3 clusters Score -169128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -169143.015625 Penalty: 3868.474365
	Iteration 31Q: 3 clusters Score -169143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -169163.203125 Penalty: 3868.474365
	Iteration 32Q: 3 clusters Score -169163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -169196.015625 Penalty: 3868.474365
	Iteration 33Q: 3 clusters Score -169196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -169260.687500 Penalty: 3868.474365
	Iteration 34Q: 3 clusters Score -169260.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -169324.578125 Penalty: 3868.474365
	Iteration 35Q: 3 clusters Score -169324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -169364.796875 Penalty: 3868.474365
	Iteration 36Q: 3 clusters Score -169364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -169389.937500 Penalty: 3868.474365
	Iteration 37Q: 3 clusters Score -169389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -169406.781250 Penalty: 3868.474365
	Iteration 38Q: 3 clusters Score -169406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -169411.859375 Penalty: 3868.474365
	Iteration 39Q: 3 clusters Score -169411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -169414.812500 Penalty: 3868.474365
	Iteration 40F: 3 clusters Score -169414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -169419.718750 Penalty: 3868.474365
	Iteration 41Q: 3 clusters Score -169419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -169423.406250 Penalty: 3868.474365
	Iteration 42Q: 3 clusters Score -169423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -169429.203125 Penalty: 3868.474365
	Iteration 43Q: 3 clusters Score -169429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -169437.546875 Penalty: 3868.474365
	Iteration 44Q: 3 clusters Score -169437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -169442.812500 Penalty: 3868.474365
	Iteration 45Q: 3 clusters Score -169442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -169447.156250 Penalty: 3868.474365
	Iteration 46Q: 3 clusters Score -169447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -169447.156250 Penalty: 3868.474365
	Iteration 47F: 3 clusters Score -169447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 416 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 2901 members 
Mstep: Class 52 contains 13849 members 
Mstep: Class 53 contains 826 members 
Mstep: Class 54 contains 13583 members 
Mstep: Class 55 contains 1509 members 
Mstep: Class 56 contains 2023 members 
Entering Unmasked Estep 
Score: -51156940.000000 Penalty: 186051.093750
Splitting cluster 34 changes total score from -51152400.000000 to -51156940.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 35 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -90301.179688 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -90301.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88222.351562 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -88222.35 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88510.492188 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -88510.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88623.742188 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -88623.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88685.093750 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -88685.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88714.054688 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -88714.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -88730.492188 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -88730.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -88749.773438 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -88749.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88751.890625 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -88751.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -88753.976562 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -88753.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -88757.046875 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -88757.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -88760.273438 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -88760.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -88767.367188 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -88767.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88773.984375 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -88773.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88780.492188 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -88780.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88781.179688 Penalty: 3492.974121
	Iteration 14Q: 3 clusters Score -88781.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88781.179688 Penalty: 3492.974121
	Iteration 15F: 3 clusters Score -88781.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Entering Unmasked Estep 
Score: -317212.468750 Penalty: 2091.045410
	Iteration 0F: 2 clusters Score -317212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -313016.843750 Penalty: 4182.090820
	Iteration 0F: 3 clusters Score -313016.8 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -314144.906250 Penalty: 4182.090820
	Iteration 1F: 3 clusters Score -314144.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -314531.687500 Penalty: 4182.090820
	Iteration 2F: 3 clusters Score -314531.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -314934.656250 Penalty: 4182.090820
	Iteration 3F: 3 clusters Score -314934.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -315280.687500 Penalty: 4182.090820
	Iteration 4F: 3 clusters Score -315280.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -315550.156250 Penalty: 4182.090820
	Iteration 5F: 3 clusters Score -315550.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -315818.250000 Penalty: 4182.090820
	Iteration 6Q: 3 clusters Score -315818.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -316153.875000 Penalty: 4182.090820
	Iteration 7Q: 3 clusters Score -316153.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -316452.906250 Penalty: 4182.090820
	Iteration 8Q: 3 clusters Score -316452.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -316634.062500 Penalty: 4182.090820
	Iteration 9Q: 3 clusters Score -316634.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -316719.250000 Penalty: 4182.090820
	Iteration 10Q: 3 clusters Score -316719.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -316762.218750 Penalty: 4182.090820
	Iteration 11Q: 3 clusters Score -316762.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -316794.656250 Penalty: 4182.090820
	Iteration 12Q: 3 clusters Score -316794.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -316818.875000 Penalty: 4182.090820
	Iteration 13Q: 3 clusters Score -316818.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -316833.406250 Penalty: 4182.090820
	Iteration 14Q: 3 clusters Score -316833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -316840.906250 Penalty: 4182.090820
	Iteration 15Q: 3 clusters Score -316840.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -316848.375000 Penalty: 4182.090820
	Iteration 16Q: 3 clusters Score -316848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -316854.093750 Penalty: 4182.090820
	Iteration 17Q: 3 clusters Score -316854.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -316859.781250 Penalty: 4182.090820
	Iteration 18Q: 3 clusters Score -316859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -316864.343750 Penalty: 4182.090820
	Iteration 19Q: 3 clusters Score -316864.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -316869.312500 Penalty: 4182.090820
	Iteration 20F: 3 clusters Score -316869.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -316875.156250 Penalty: 4182.090820
	Iteration 21Q: 3 clusters Score -316875.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -316881.218750 Penalty: 4182.090820
	Iteration 22Q: 3 clusters Score -316881.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -316884.406250 Penalty: 4182.090820
	Iteration 23Q: 3 clusters Score -316884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -316886.125000 Penalty: 4182.090820
	Iteration 24Q: 3 clusters Score -316886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316888.406250 Penalty: 4182.090820
	Iteration 25Q: 3 clusters Score -316888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -316888.843750 Penalty: 4182.090820
	Iteration 26Q: 3 clusters Score -316888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -316890.093750 Penalty: 4182.090820
	Iteration 27Q: 3 clusters Score -316890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -316890.156250 Penalty: 4182.090820
	Iteration 28Q: 3 clusters Score -316890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -316890.093750 Penalty: 4182.090820
	Iteration 29Q: 3 clusters Score -316890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -316890.687500 Penalty: 4182.090820
	Iteration 30Q: 3 clusters Score -316890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -316891.062500 Penalty: 4182.090820
	Iteration 31Q: 3 clusters Score -316891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -316891.156250 Penalty: 4182.090820
	Iteration 32Q: 3 clusters Score -316891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -316891.437500 Penalty: 4182.090820
	Iteration 33Q: 3 clusters Score -316891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -316891.437500 Penalty: 4182.090820
	Iteration 34F: 3 clusters Score -316891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -664351.812500 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -664351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -658106.875000 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -658106.9 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -659806.000000 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -659806 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -660060.625000 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -660060.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -660231.687500 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -660231.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -660374.937500 Penalty: 4455.537109
	Iteration 4Q: 3 clusters Score -660374.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -660501.937500 Penalty: 4455.537109
	Iteration 5Q: 3 clusters Score -660501.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -660622.562500 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -660622.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -660754.000000 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -660754 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -660880.875000 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -660880.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -661026.437500 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -661026.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -661190.000000 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -661190 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -661367.875000 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -661367.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -661557.187500 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -661557.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -661732.500000 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -661732.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -661890.375000 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -661890.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -662033.562500 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -662033.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -662158.625000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -662158.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -662254.437500 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -662254.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -662312.812500 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -662312.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -662348.375000 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -662348.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -662376.000000 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -662376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -662394.312500 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -662394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -662401.875000 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -662401.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -662408.812500 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -662408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -662417.937500 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -662417.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -662430.062500 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -662430.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -662442.875000 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -662442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -662455.000000 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -662455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -662464.187500 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -662464.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -662472.875000 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -662472.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -662483.812500 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -662483.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -662493.500000 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -662493.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -662501.750000 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -662501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -662511.375000 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -662511.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -662518.500000 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -662518.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -662524.875000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -662524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -662529.437500 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -662529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -662535.062500 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -662535.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -662542.562500 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -662542.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -662545.500000 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -662545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -662551.937500 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -662551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -662556.375000 Penalty: 4455.537109
	Iteration 41Q: 3 clusters Score -662556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -662559.562500 Penalty: 4455.537109
	Iteration 42Q: 3 clusters Score -662559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -662561.062500 Penalty: 4455.537109
	Iteration 43Q: 3 clusters Score -662561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -662563.000000 Penalty: 4455.537109
	Iteration 44Q: 3 clusters Score -662563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -662564.875000 Penalty: 4455.537109
	Iteration 45Q: 3 clusters Score -662564.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -662566.562500 Penalty: 4455.537109
	Iteration 46Q: 3 clusters Score -662566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -662568.000000 Penalty: 4455.537109
	Iteration 47Q: 3 clusters Score -662568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -662568.562500 Penalty: 4455.537109
	Iteration 48Q: 3 clusters Score -662568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -662569.812500 Penalty: 4455.537109
	Iteration 49Q: 3 clusters Score -662569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -662569.812500 Penalty: 4455.537109
	Iteration 50F: 3 clusters Score -662569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Entering Unmasked Estep 
Score: -1249616.125000 Penalty: 2389.241455
	Iteration 0F: 2 clusters Score -1249616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1238623.875000 Penalty: 4778.482910
	Iteration 0F: 3 clusters Score -1238624 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1242147.875000 Penalty: 4778.482910
	Iteration 1F: 3 clusters Score -1242148 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1242531.125000 Penalty: 4778.482910
	Iteration 2F: 3 clusters Score -1242531 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1242845.750000 Penalty: 4778.482910
	Iteration 3Q: 3 clusters Score -1242846 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1243172.750000 Penalty: 4778.482910
	Iteration 4Q: 3 clusters Score -1243173 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1243570.125000 Penalty: 4778.482910
	Iteration 5Q: 3 clusters Score -1243570 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1244021.250000 Penalty: 4778.482910
	Iteration 6F: 3 clusters Score -1244021 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1244606.375000 Penalty: 4778.482910
	Iteration 7F: 3 clusters Score -1244606 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1245331.875000 Penalty: 4778.482910
	Iteration 8F: 3 clusters Score -1245332 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1246028.750000 Penalty: 4778.482910
	Iteration 9F: 3 clusters Score -1246029 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1246601.375000 Penalty: 4778.482910
	Iteration 10Q: 3 clusters Score -1246601 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1246985.375000 Penalty: 4778.482910
	Iteration 11Q: 3 clusters Score -1246985 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1247220.500000 Penalty: 4778.482910
	Iteration 12Q: 3 clusters Score -1247220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1247340.500000 Penalty: 4778.482910
	Iteration 13Q: 3 clusters Score -1247340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1247407.625000 Penalty: 4778.482910
	Iteration 14Q: 3 clusters Score -1247408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1247444.250000 Penalty: 4778.482910
	Iteration 15Q: 3 clusters Score -1247444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1247473.000000 Penalty: 4778.482910
	Iteration 16Q: 3 clusters Score -1247473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1247486.375000 Penalty: 4778.482910
	Iteration 17Q: 3 clusters Score -1247486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1247496.625000 Penalty: 4778.482910
	Iteration 18Q: 3 clusters Score -1247497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1247513.125000 Penalty: 4778.482910
	Iteration 19Q: 3 clusters Score -1247513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1247518.250000 Penalty: 4778.482910
	Iteration 20F: 3 clusters Score -1247518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1247522.625000 Penalty: 4778.482910
	Iteration 21Q: 3 clusters Score -1247523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1247523.875000 Penalty: 4778.482910
	Iteration 22Q: 3 clusters Score -1247524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1247525.000000 Penalty: 4778.482910
	Iteration 23Q: 3 clusters Score -1247525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1247528.375000 Penalty: 4778.482910
	Iteration 24Q: 3 clusters Score -1247528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1247528.250000 Penalty: 4778.482910
	Iteration 25Q: 3 clusters Score -1247528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1247528.000000 Penalty: 4778.482910
	Iteration 26Q: 3 clusters Score -1247528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1247532.625000 Penalty: 4778.482910
	Iteration 27Q: 3 clusters Score -1247533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1247534.500000 Penalty: 4778.482910
	Iteration 28Q: 3 clusters Score -1247534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1247536.375000 Penalty: 4778.482910
	Iteration 29Q: 3 clusters Score -1247536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1247538.500000 Penalty: 4778.482910
	Iteration 30Q: 3 clusters Score -1247538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1247538.500000 Penalty: 4778.482910
	Iteration 31F: 3 clusters Score -1247538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (14030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Entering Unmasked Estep 
Score: -1181607.125000 Penalty: 2368.140381
	Iteration 0F: 2 clusters Score -1181607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1171472.875000 Penalty: 4736.280762
	Iteration 0F: 3 clusters Score -1171473 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1174575.625000 Penalty: 4736.280762
	Iteration 1F: 3 clusters Score -1174576 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1174952.625000 Penalty: 4736.280762
	Iteration 2F: 3 clusters Score -1174953 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1175316.500000 Penalty: 4736.280762
	Iteration 3F: 3 clusters Score -1175316 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1175721.250000 Penalty: 4736.280762
	Iteration 4F: 3 clusters Score -1175721 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1176221.750000 Penalty: 4736.280762
	Iteration 5F: 3 clusters Score -1176222 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1176809.875000 Penalty: 4736.280762
	Iteration 6F: 3 clusters Score -1176810 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1177443.500000 Penalty: 4736.280762
	Iteration 7F: 3 clusters Score -1177444 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1178035.250000 Penalty: 4736.280762
	Iteration 8F: 3 clusters Score -1178035 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1178444.625000 Penalty: 4736.280762
	Iteration 9Q: 3 clusters Score -1178445 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1178741.500000 Penalty: 4736.280762
	Iteration 10Q: 3 clusters Score -1178742 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1178928.375000 Penalty: 4736.280762
	Iteration 11Q: 3 clusters Score -1178928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1179060.750000 Penalty: 4736.280762
	Iteration 12Q: 3 clusters Score -1179061 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1179171.500000 Penalty: 4736.280762
	Iteration 13Q: 3 clusters Score -1179172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1179254.750000 Penalty: 4736.280762
	Iteration 14Q: 3 clusters Score -1179255 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1179309.250000 Penalty: 4736.280762
	Iteration 15Q: 3 clusters Score -1179309 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1179367.125000 Penalty: 4736.280762
	Iteration 16Q: 3 clusters Score -1179367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1179412.875000 Penalty: 4736.280762
	Iteration 17Q: 3 clusters Score -1179413 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1179469.750000 Penalty: 4736.280762
	Iteration 18Q: 3 clusters Score -1179470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1179511.750000 Penalty: 4736.280762
	Iteration 19Q: 3 clusters Score -1179512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1179548.250000 Penalty: 4736.280762
	Iteration 20F: 3 clusters Score -1179548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1179584.000000 Penalty: 4736.280762
	Iteration 21Q: 3 clusters Score -1179584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1179606.875000 Penalty: 4736.280762
	Iteration 22Q: 3 clusters Score -1179607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1179622.000000 Penalty: 4736.280762
	Iteration 23Q: 3 clusters Score -1179622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1179636.750000 Penalty: 4736.280762
	Iteration 24Q: 3 clusters Score -1179637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1179650.125000 Penalty: 4736.280762
	Iteration 25Q: 3 clusters Score -1179650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1179661.625000 Penalty: 4736.280762
	Iteration 26Q: 3 clusters Score -1179662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1179672.250000 Penalty: 4736.280762
	Iteration 27Q: 3 clusters Score -1179672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1179681.250000 Penalty: 4736.280762
	Iteration 28Q: 3 clusters Score -1179681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1179686.250000 Penalty: 4736.280762
	Iteration 29Q: 3 clusters Score -1179686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1179691.125000 Penalty: 4736.280762
	Iteration 30Q: 3 clusters Score -1179691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1179694.125000 Penalty: 4736.280762
	Iteration 31Q: 3 clusters Score -1179694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1179696.375000 Penalty: 4736.280762
	Iteration 32Q: 3 clusters Score -1179696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1179701.750000 Penalty: 4736.280762
	Iteration 33Q: 3 clusters Score -1179702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1179704.125000 Penalty: 4736.280762
	Iteration 34Q: 3 clusters Score -1179704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1179711.875000 Penalty: 4736.280762
	Iteration 35Q: 3 clusters Score -1179712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1179716.625000 Penalty: 4736.280762
	Iteration 36Q: 3 clusters Score -1179717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1179718.000000 Penalty: 4736.280762
	Iteration 37Q: 3 clusters Score -1179718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1179722.125000 Penalty: 4736.280762
	Iteration 38Q: 3 clusters Score -1179722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1179725.750000 Penalty: 4736.280762
	Iteration 39Q: 3 clusters Score -1179726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1179727.125000 Penalty: 4736.280762
	Iteration 40F: 3 clusters Score -1179727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1179728.500000 Penalty: 4736.280762
	Iteration 41Q: 3 clusters Score -1179728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1179729.250000 Penalty: 4736.280762
	Iteration 42Q: 3 clusters Score -1179729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1179734.125000 Penalty: 4736.280762
	Iteration 43Q: 3 clusters Score -1179734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1179741.250000 Penalty: 4736.280762
	Iteration 44Q: 3 clusters Score -1179741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1179741.625000 Penalty: 4736.280762
	Iteration 45Q: 3 clusters Score -1179742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1179742.750000 Penalty: 4736.280762
	Iteration 46Q: 3 clusters Score -1179743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1179746.625000 Penalty: 4736.280762
	Iteration 47Q: 3 clusters Score -1179747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1179746.500000 Penalty: 4736.280762
	Iteration 48Q: 3 clusters Score -1179746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1179747.250000 Penalty: 4736.280762
	Iteration 49Q: 3 clusters Score -1179747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1179748.250000 Penalty: 4736.280762
	Iteration 50Q: 3 clusters Score -1179748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1179749.625000 Penalty: 4736.280762
	Iteration 51Q: 3 clusters Score -1179750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1179748.500000 Penalty: 4736.280762
	Iteration 52Q: 3 clusters Score -1179748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1179749.000000 Penalty: 4736.280762
	Iteration 53Q: 3 clusters Score -1179749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1179749.000000 Penalty: 4736.280762
	Iteration 54F: 3 clusters Score -1179749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Entering Unmasked Estep 
Score: -3210936.750000 Penalty: 2625.710693
	Iteration 0F: 2 clusters Score -3210937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3183884.250000 Penalty: 5251.421387
	Iteration 0F: 3 clusters Score -3183884 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3193857.750000 Penalty: 5251.421387
	Iteration 1F: 3 clusters Score -3193858 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3194454.750000 Penalty: 5251.421387
	Iteration 2Q: 3 clusters Score -3194455 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3195112.000000 Penalty: 5251.421387
	Iteration 3Q: 3 clusters Score -3195112 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3195890.000000 Penalty: 5251.421387
	Iteration 4Q: 3 clusters Score -3195890 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3196841.500000 Penalty: 5251.421387
	Iteration 5Q: 3 clusters Score -3196842 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3197969.750000 Penalty: 5251.421387
	Iteration 6F: 3 clusters Score -3197970 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3199249.250000 Penalty: 5251.421387
	Iteration 7F: 3 clusters Score -3199249 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3200721.500000 Penalty: 5251.421387
	Iteration 8F: 3 clusters Score -3200722 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3202184.500000 Penalty: 5251.421387
	Iteration 9F: 3 clusters Score -3202184 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3203573.500000 Penalty: 5251.421387
	Iteration 10F: 3 clusters Score -3203574 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -3204794.750000 Penalty: 5251.421387
	Iteration 11Q: 3 clusters Score -3204795 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3205820.250000 Penalty: 5251.421387
	Iteration 12Q: 3 clusters Score -3205820 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3206764.500000 Penalty: 5251.421387
	Iteration 13Q: 3 clusters Score -3206764 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3207444.250000 Penalty: 5251.421387
	Iteration 14Q: 3 clusters Score -3207444 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3207892.000000 Penalty: 5251.421387
	Iteration 15Q: 3 clusters Score -3207892 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3208246.750000 Penalty: 5251.421387
	Iteration 16Q: 3 clusters Score -3208247 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3208452.750000 Penalty: 5251.421387
	Iteration 17Q: 3 clusters Score -3208453 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3208598.250000 Penalty: 5251.421387
	Iteration 18Q: 3 clusters Score -3208598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3208678.750000 Penalty: 5251.421387
	Iteration 19Q: 3 clusters Score -3208679 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3208748.750000 Penalty: 5251.421387
	Iteration 20F: 3 clusters Score -3208749 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3208794.000000 Penalty: 5251.421387
	Iteration 21Q: 3 clusters Score -3208794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3208831.000000 Penalty: 5251.421387
	Iteration 22Q: 3 clusters Score -3208831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3208870.000000 Penalty: 5251.421387
	Iteration 23Q: 3 clusters Score -3208870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3208889.250000 Penalty: 5251.421387
	Iteration 24Q: 3 clusters Score -3208889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3208915.000000 Penalty: 5251.421387
	Iteration 25Q: 3 clusters Score -3208915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3208925.500000 Penalty: 5251.421387
	Iteration 26Q: 3 clusters Score -3208926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3208944.250000 Penalty: 5251.421387
	Iteration 27Q: 3 clusters Score -3208944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3208946.750000 Penalty: 5251.421387
	Iteration 28Q: 3 clusters Score -3208947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3208957.500000 Penalty: 5251.421387
	Iteration 29Q: 3 clusters Score -3208958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3208961.750000 Penalty: 5251.421387
	Iteration 30Q: 3 clusters Score -3208962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3208977.250000 Penalty: 5251.421387
	Iteration 31Q: 3 clusters Score -3208977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3208980.250000 Penalty: 5251.421387
	Iteration 32Q: 3 clusters Score -3208980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3208976.000000 Penalty: 5251.421387
	Iteration 33Q: 3 clusters Score -3208976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3208977.500000 Penalty: 5251.421387
	Iteration 34Q: 3 clusters Score -3208978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3208980.250000 Penalty: 5251.421387
	Iteration 35Q: 3 clusters Score -3208980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3208980.250000 Penalty: 5251.421387
	Iteration 36F: 3 clusters Score -3208980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -101785.382812 Penalty: 1791.558105
	Iteration 0F: 2 clusters Score -101785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99568.406250 Penalty: 3583.116211
	Iteration 0F: 3 clusters Score -99568.41 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -99998.046875 Penalty: 3583.116211
	Iteration 1F: 3 clusters Score -99998.05 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -100161.070312 Penalty: 3583.116211
	Iteration 2F: 3 clusters Score -100161.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -100257.210938 Penalty: 3583.116211
	Iteration 3F: 3 clusters Score -100257.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -100339.343750 Penalty: 3583.116211
	Iteration 4Q: 3 clusters Score -100339.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -100441.929688 Penalty: 3583.116211
	Iteration 5Q: 3 clusters Score -100441.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -100533.710938 Penalty: 3583.116211
	Iteration 6Q: 3 clusters Score -100533.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -100602.570312 Penalty: 3583.116211
	Iteration 7Q: 3 clusters Score -100602.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -100650.335938 Penalty: 3583.116211
	Iteration 8Q: 3 clusters Score -100650.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100712.500000 Penalty: 3583.116211
	Iteration 9Q: 3 clusters Score -100712.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100758.460938 Penalty: 3583.116211
	Iteration 10Q: 3 clusters Score -100758.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100795.460938 Penalty: 3583.116211
	Iteration 11Q: 3 clusters Score -100795.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100817.796875 Penalty: 3583.116211
	Iteration 12Q: 3 clusters Score -100817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -100830.562500 Penalty: 3583.116211
	Iteration 13Q: 3 clusters Score -100830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -100839.601562 Penalty: 3583.116211
	Iteration 14Q: 3 clusters Score -100839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100845.570312 Penalty: 3583.116211
	Iteration 15Q: 3 clusters Score -100845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100848.601562 Penalty: 3583.116211
	Iteration 16Q: 3 clusters Score -100848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -100854.843750 Penalty: 3583.116211
	Iteration 17Q: 3 clusters Score -100854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100859.148438 Penalty: 3583.116211
	Iteration 18Q: 3 clusters Score -100859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -100867.914062 Penalty: 3583.116211
	Iteration 19Q: 3 clusters Score -100867.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -100873.921875 Penalty: 3583.116211
	Iteration 20F: 3 clusters Score -100873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100878.562500 Penalty: 3583.116211
	Iteration 21Q: 3 clusters Score -100878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100878.562500 Penalty: 3583.116211
	Iteration 22F: 3 clusters Score -100878.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Entering Unmasked Estep 
Score: -472627.562500 Penalty: 2155.237549
	Iteration 0F: 2 clusters Score -472627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -467488.312500 Penalty: 4310.475098
	Iteration 0F: 3 clusters Score -467488.3 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -468798.781250 Penalty: 4310.475098
	Iteration 1F: 3 clusters Score -468798.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -469082.718750 Penalty: 4310.475098
	Iteration 2F: 3 clusters Score -469082.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -469317.718750 Penalty: 4310.475098
	Iteration 3F: 3 clusters Score -469317.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -469555.500000 Penalty: 4310.475098
	Iteration 4F: 3 clusters Score -469555.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -469824.500000 Penalty: 4310.475098
	Iteration 5Q: 3 clusters Score -469824.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -470122.000000 Penalty: 4310.475098
	Iteration 6Q: 3 clusters Score -470122 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -470443.812500 Penalty: 4310.475098
	Iteration 7F: 3 clusters Score -470443.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -470756.531250 Penalty: 4310.475098
	Iteration 8F: 3 clusters Score -470756.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -471070.218750 Penalty: 4310.475098
	Iteration 9F: 3 clusters Score -471070.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -471300.343750 Penalty: 4310.475098
	Iteration 10Q: 3 clusters Score -471300.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -471477.375000 Penalty: 4310.475098
	Iteration 11Q: 3 clusters Score -471477.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -471615.906250 Penalty: 4310.475098
	Iteration 12Q: 3 clusters Score -471615.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -471744.875000 Penalty: 4310.475098
	Iteration 13Q: 3 clusters Score -471744.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -471879.687500 Penalty: 4310.475098
	Iteration 14Q: 3 clusters Score -471879.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -472001.437500 Penalty: 4310.475098
	Iteration 15Q: 3 clusters Score -472001.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -472101.750000 Penalty: 4310.475098
	Iteration 16Q: 3 clusters Score -472101.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -472173.281250 Penalty: 4310.475098
	Iteration 17Q: 3 clusters Score -472173.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -472231.625000 Penalty: 4310.475098
	Iteration 18Q: 3 clusters Score -472231.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -472293.812500 Penalty: 4310.475098
	Iteration 19Q: 3 clusters Score -472293.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -472346.562500 Penalty: 4310.475098
	Iteration 20F: 3 clusters Score -472346.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -472373.843750 Penalty: 4310.475098
	Iteration 21Q: 3 clusters Score -472373.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -472387.750000 Penalty: 4310.475098
	Iteration 22Q: 3 clusters Score -472387.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -472391.875000 Penalty: 4310.475098
	Iteration 23Q: 3 clusters Score -472391.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -472394.906250 Penalty: 4310.475098
	Iteration 24Q: 3 clusters Score -472394.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -472397.218750 Penalty: 4310.475098
	Iteration 25Q: 3 clusters Score -472397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -472399.093750 Penalty: 4310.475098
	Iteration 26Q: 3 clusters Score -472399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -472399.031250 Penalty: 4310.475098
	Iteration 27Q: 3 clusters Score -472399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -472399.031250 Penalty: 4310.475098
	Iteration 28F: 3 clusters Score -472399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -101625.070312 Penalty: 1863.535156
	Iteration 0F: 2 clusters Score -101625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -99183.648438 Penalty: 3727.070312
	Iteration 0F: 3 clusters Score -99183.65 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -99924.359375 Penalty: 3727.070312
	Iteration 1F: 3 clusters Score -99924.36 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -100360.828125 Penalty: 3727.070312
	Iteration 2F: 3 clusters Score -100360.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100702.187500 Penalty: 3727.070312
	Iteration 3F: 3 clusters Score -100702.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -100952.359375 Penalty: 3727.070312
	Iteration 4F: 3 clusters Score -100952.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -101119.851562 Penalty: 3727.070312
	Iteration 5F: 3 clusters Score -101119.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -101226.437500 Penalty: 3727.070312
	Iteration 6Q: 3 clusters Score -101226.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -101302.039062 Penalty: 3727.070312
	Iteration 7Q: 3 clusters Score -101302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -101357.687500 Penalty: 3727.070312
	Iteration 8Q: 3 clusters Score -101357.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -101407.429688 Penalty: 3727.070312
	Iteration 9Q: 3 clusters Score -101407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -101428.187500 Penalty: 3727.070312
	Iteration 10Q: 3 clusters Score -101428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -101438.906250 Penalty: 3727.070312
	Iteration 11Q: 3 clusters Score -101438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -101447.210938 Penalty: 3727.070312
	Iteration 12Q: 3 clusters Score -101447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -101458.351562 Penalty: 3727.070312
	Iteration 13Q: 3 clusters Score -101458.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -101468.179688 Penalty: 3727.070312
	Iteration 14Q: 3 clusters Score -101468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -101473.601562 Penalty: 3727.070312
	Iteration 15Q: 3 clusters Score -101473.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -101491.257812 Penalty: 3727.070312
	Iteration 16Q: 3 clusters Score -101491.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -101501.257812 Penalty: 3727.070312
	Iteration 17Q: 3 clusters Score -101501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -101507.515625 Penalty: 3727.070312
	Iteration 18Q: 3 clusters Score -101507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -101509.500000 Penalty: 3727.070312
	Iteration 19Q: 3 clusters Score -101509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -101513.726562 Penalty: 3727.070312
	Iteration 20F: 3 clusters Score -101513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -101522.078125 Penalty: 3727.070312
	Iteration 21Q: 3 clusters Score -101522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -101539.039062 Penalty: 3727.070312
	Iteration 22Q: 3 clusters Score -101539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -101553.039062 Penalty: 3727.070312
	Iteration 23Q: 3 clusters Score -101553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -101562.640625 Penalty: 3727.070312
	Iteration 24Q: 3 clusters Score -101562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -101575.328125 Penalty: 3727.070312
	Iteration 25Q: 3 clusters Score -101575.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -101588.523438 Penalty: 3727.070312
	Iteration 26Q: 3 clusters Score -101588.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -101598.031250 Penalty: 3727.070312
	Iteration 27Q: 3 clusters Score -101598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -101605.460938 Penalty: 3727.070312
	Iteration 28Q: 3 clusters Score -101605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -101607.953125 Penalty: 3727.070312
	Iteration 29Q: 3 clusters Score -101608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -101613.125000 Penalty: 3727.070312
	Iteration 30Q: 3 clusters Score -101613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -101614.781250 Penalty: 3727.070312
	Iteration 31Q: 3 clusters Score -101614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 3727.070312
	Iteration 32Q: 3 clusters Score -101615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 3727.070312
	Iteration 33F: 3 clusters Score -101615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Entering Unmasked Estep 
Score: -1206415.875000 Penalty: 2377.250977
	Iteration 0F: 2 clusters Score -1206416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1195852.625000 Penalty: 4754.501953
	Iteration 0F: 3 clusters Score -1195853 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1199347.375000 Penalty: 4754.501953
	Iteration 1F: 3 clusters Score -1199347 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1199908.000000 Penalty: 4754.501953
	Iteration 2F: 3 clusters Score -1199908 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1200443.500000 Penalty: 4754.501953
	Iteration 3F: 3 clusters Score -1200444 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1200970.750000 Penalty: 4754.501953
	Iteration 4F: 3 clusters Score -1200971 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1201487.000000 Penalty: 4754.501953
	Iteration 5F: 3 clusters Score -1201487 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1201932.750000 Penalty: 4754.501953
	Iteration 6F: 3 clusters Score -1201933 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1202330.125000 Penalty: 4754.501953
	Iteration 7Q: 3 clusters Score -1202330 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1202683.500000 Penalty: 4754.501953
	Iteration 8Q: 3 clusters Score -1202684 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1202956.750000 Penalty: 4754.501953
	Iteration 9Q: 3 clusters Score -1202957 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1203190.875000 Penalty: 4754.501953
	Iteration 10Q: 3 clusters Score -1203191 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1203389.750000 Penalty: 4754.501953
	Iteration 11Q: 3 clusters Score -1203390 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1203556.875000 Penalty: 4754.501953
	Iteration 12Q: 3 clusters Score -1203557 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1203699.250000 Penalty: 4754.501953
	Iteration 13Q: 3 clusters Score -1203699 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1203808.000000 Penalty: 4754.501953
	Iteration 14Q: 3 clusters Score -1203808 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1203884.250000 Penalty: 4754.501953
	Iteration 15Q: 3 clusters Score -1203884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1203959.875000 Penalty: 4754.501953
	Iteration 16Q: 3 clusters Score -1203960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1204022.625000 Penalty: 4754.501953
	Iteration 17Q: 3 clusters Score -1204023 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1204074.375000 Penalty: 4754.501953
	Iteration 18Q: 3 clusters Score -1204074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1204122.125000 Penalty: 4754.501953
	Iteration 19Q: 3 clusters Score -1204122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1204170.125000 Penalty: 4754.501953
	Iteration 20F: 3 clusters Score -1204170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1204201.000000 Penalty: 4754.501953
	Iteration 21Q: 3 clusters Score -1204201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1204232.000000 Penalty: 4754.501953
	Iteration 22Q: 3 clusters Score -1204232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1204255.000000 Penalty: 4754.501953
	Iteration 23Q: 3 clusters Score -1204255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1204280.875000 Penalty: 4754.501953
	Iteration 24Q: 3 clusters Score -1204281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1204298.375000 Penalty: 4754.501953
	Iteration 25Q: 3 clusters Score -1204298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1204307.750000 Penalty: 4754.501953
	Iteration 26Q: 3 clusters Score -1204308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1204319.125000 Penalty: 4754.501953
	Iteration 27Q: 3 clusters Score -1204319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1204336.250000 Penalty: 4754.501953
	Iteration 28Q: 3 clusters Score -1204336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1204350.625000 Penalty: 4754.501953
	Iteration 29Q: 3 clusters Score -1204351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1204365.250000 Penalty: 4754.501953
	Iteration 30Q: 3 clusters Score -1204365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1204380.500000 Penalty: 4754.501953
	Iteration 31Q: 3 clusters Score -1204380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1204389.750000 Penalty: 4754.501953
	Iteration 32Q: 3 clusters Score -1204390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1204391.250000 Penalty: 4754.501953
	Iteration 33Q: 3 clusters Score -1204391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1204398.750000 Penalty: 4754.501953
	Iteration 34Q: 3 clusters Score -1204399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1204400.875000 Penalty: 4754.501953
	Iteration 35Q: 3 clusters Score -1204401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1204401.250000 Penalty: 4754.501953
	Iteration 36Q: 3 clusters Score -1204401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1204402.500000 Penalty: 4754.501953
	Iteration 37Q: 3 clusters Score -1204402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1204404.875000 Penalty: 4754.501953
	Iteration 38Q: 3 clusters Score -1204405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1204406.125000 Penalty: 4754.501953
	Iteration 39Q: 3 clusters Score -1204406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1204408.000000 Penalty: 4754.501953
	Iteration 40F: 3 clusters Score -1204408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1204414.625000 Penalty: 4754.501953
	Iteration 41Q: 3 clusters Score -1204415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1204419.750000 Penalty: 4754.501953
	Iteration 42Q: 3 clusters Score -1204420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1204421.125000 Penalty: 4754.501953
	Iteration 43Q: 3 clusters Score -1204421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1204422.750000 Penalty: 4754.501953
	Iteration 44Q: 3 clusters Score -1204423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1204422.625000 Penalty: 4754.501953
	Iteration 45Q: 3 clusters Score -1204423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1204427.000000 Penalty: 4754.501953
	Iteration 46Q: 3 clusters Score -1204427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1204427.000000 Penalty: 4754.501953
	Iteration 47F: 3 clusters Score -1204427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (38060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Entering Unmasked Estep 
Score: -3170035.250000 Penalty: 2615.635986
	Iteration 0F: 2 clusters Score -3170035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3144367.500000 Penalty: 5231.271973
	Iteration 0F: 3 clusters Score -3144368 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3153843.000000 Penalty: 5231.271973
	Iteration 1F: 3 clusters Score -3153843 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3154373.500000 Penalty: 5231.271973
	Iteration 2Q: 3 clusters Score -3154374 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3154884.250000 Penalty: 5231.271973
	Iteration 3Q: 3 clusters Score -3154884 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3155417.500000 Penalty: 5231.271973
	Iteration 4Q: 3 clusters Score -3155418 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3156111.000000 Penalty: 5231.271973
	Iteration 5Q: 3 clusters Score -3156111 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3157027.250000 Penalty: 5231.271973
	Iteration 6Q: 3 clusters Score -3157027 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3158404.000000 Penalty: 5231.271973
	Iteration 7F: 3 clusters Score -3158404 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3160249.250000 Penalty: 5231.271973
	Iteration 8F: 3 clusters Score -3160249 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3162342.000000 Penalty: 5231.271973
	Iteration 9F: 3 clusters Score -3162342 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3164264.250000 Penalty: 5231.271973
	Iteration 10F: 3 clusters Score -3164264 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3165680.250000 Penalty: 5231.271973
	Iteration 11Q: 3 clusters Score -3165680 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3166512.000000 Penalty: 5231.271973
	Iteration 12Q: 3 clusters Score -3166512 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3167056.500000 Penalty: 5231.271973
	Iteration 13Q: 3 clusters Score -3167056 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3167345.250000 Penalty: 5231.271973
	Iteration 14Q: 3 clusters Score -3167345 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3167532.750000 Penalty: 5231.271973
	Iteration 15Q: 3 clusters Score -3167533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3167639.250000 Penalty: 5231.271973
	Iteration 16Q: 3 clusters Score -3167639 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3167711.500000 Penalty: 5231.271973
	Iteration 17Q: 3 clusters Score -3167712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3167762.750000 Penalty: 5231.271973
	Iteration 18Q: 3 clusters Score -3167763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3167786.000000 Penalty: 5231.271973
	Iteration 19Q: 3 clusters Score -3167786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3167813.500000 Penalty: 5231.271973
	Iteration 20F: 3 clusters Score -3167814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3167828.500000 Penalty: 5231.271973
	Iteration 21Q: 3 clusters Score -3167828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3167840.750000 Penalty: 5231.271973
	Iteration 22Q: 3 clusters Score -3167841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3167843.500000 Penalty: 5231.271973
	Iteration 23Q: 3 clusters Score -3167844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3167854.500000 Penalty: 5231.271973
	Iteration 24Q: 3 clusters Score -3167854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3167855.500000 Penalty: 5231.271973
	Iteration 25Q: 3 clusters Score -3167856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3167853.750000 Penalty: 5231.271973
	Iteration 26Q: 3 clusters Score -3167854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3167860.000000 Penalty: 5231.271973
	Iteration 27Q: 3 clusters Score -3167860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3167866.000000 Penalty: 5231.271973
	Iteration 28Q: 3 clusters Score -3167866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3167867.500000 Penalty: 5231.271973
	Iteration 29Q: 3 clusters Score -3167868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3167869.750000 Penalty: 5231.271973
	Iteration 30Q: 3 clusters Score -3167870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3167870.250000 Penalty: 5231.271973
	Iteration 31Q: 3 clusters Score -3167870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3167870.250000 Penalty: 5231.271973
	Iteration 32F: 3 clusters Score -3167870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -180768.359375 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -180768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -177984.875000 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -177984.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -178577.765625 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -178577.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -178746.218750 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -178746.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -178862.156250 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -178862.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -178955.703125 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -178955.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -179046.515625 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -179046.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -179131.875000 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -179131.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -179210.500000 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -179210.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -179284.578125 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -179284.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -179365.921875 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -179365.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -179433.625000 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -179433.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -179480.718750 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -179480.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -179511.625000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -179511.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -179535.281250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -179535.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -179551.156250 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -179551.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -179570.390625 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -179570.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -179584.109375 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -179584.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -179595.031250 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -179595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -179603.859375 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -179603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -179613.187500 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -179613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -179618.796875 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -179618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -179625.171875 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -179625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -179626.968750 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -179627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -179628.265625 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -179628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -179628.734375 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -179628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -179629.000000 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -179629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179629.437500 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -179629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179629.437500 Penalty: 3836.558105
	Iteration 27F: 3 clusters Score -179629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -445101.875000 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -445101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -440228.468750 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -440228.5 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -441438.625000 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -441438.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -441610.343750 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -441610.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -441742.468750 Penalty: 4274.678711
	Iteration 3Q: 3 clusters Score -441742.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -441830.531250 Penalty: 4274.678711
	Iteration 4Q: 3 clusters Score -441830.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -441904.781250 Penalty: 4274.678711
	Iteration 5Q: 3 clusters Score -441904.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -441961.875000 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -441961.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -442012.718750 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -442012.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -442070.718750 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -442070.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -442141.062500 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -442141.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -442206.750000 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -442206.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -442280.843750 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -442280.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -442355.187500 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -442355.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -442428.656250 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -442428.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -442499.062500 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -442499.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -442560.437500 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -442560.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -442626.562500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -442626.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -442681.593750 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -442681.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -442749.593750 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -442749.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -442814.562500 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -442814.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -442868.437500 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -442868.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -442916.968750 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -442917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -442963.531250 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -442963.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -443001.750000 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -443001.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -443029.593750 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -443029.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -443057.062500 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -443057.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -443076.250000 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -443076.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -443096.468750 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -443096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -443114.437500 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -443114.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -443131.531250 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -443131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -443141.218750 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -443141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -443150.906250 Penalty: 4274.678711
	Iteration 31Q: 3 clusters Score -443150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -443164.687500 Penalty: 4274.678711
	Iteration 32Q: 3 clusters Score -443164.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -443173.500000 Penalty: 4274.678711
	Iteration 33Q: 3 clusters Score -443173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -443183.187500 Penalty: 4274.678711
	Iteration 34Q: 3 clusters Score -443183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -443191.687500 Penalty: 4274.678711
	Iteration 35Q: 3 clusters Score -443191.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -443197.312500 Penalty: 4274.678711
	Iteration 36Q: 3 clusters Score -443197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -443204.562500 Penalty: 4274.678711
	Iteration 37Q: 3 clusters Score -443204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -443210.218750 Penalty: 4274.678711
	Iteration 38Q: 3 clusters Score -443210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -443210.156250 Penalty: 4274.678711
	Iteration 39Q: 3 clusters Score -443210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -443210.156250 Penalty: 4274.678711
	Iteration 40F: 3 clusters Score -443210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Entering Unmasked Estep 
Score: -597706.000000 Penalty: 2209.791748
	Iteration 0F: 2 clusters Score -597706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -591696.875000 Penalty: 4419.583496
	Iteration 0F: 3 clusters Score -591696.9 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -593389.937500 Penalty: 4419.583496
	Iteration 1F: 3 clusters Score -593389.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -593764.875000 Penalty: 4419.583496
	Iteration 2F: 3 clusters Score -593764.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -594140.500000 Penalty: 4419.583496
	Iteration 3F: 3 clusters Score -594140.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -594494.062500 Penalty: 4419.583496
	Iteration 4F: 3 clusters Score -594494.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -594849.125000 Penalty: 4419.583496
	Iteration 5F: 3 clusters Score -594849.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -595211.125000 Penalty: 4419.583496
	Iteration 6F: 3 clusters Score -595211.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -595480.687500 Penalty: 4419.583496
	Iteration 7Q: 3 clusters Score -595480.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -595709.875000 Penalty: 4419.583496
	Iteration 8Q: 3 clusters Score -595709.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -595920.500000 Penalty: 4419.583496
	Iteration 9Q: 3 clusters Score -595920.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -596126.562500 Penalty: 4419.583496
	Iteration 10Q: 3 clusters Score -596126.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -596312.875000 Penalty: 4419.583496
	Iteration 11Q: 3 clusters Score -596312.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -596466.375000 Penalty: 4419.583496
	Iteration 12Q: 3 clusters Score -596466.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -596600.687500 Penalty: 4419.583496
	Iteration 13Q: 3 clusters Score -596600.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -596702.250000 Penalty: 4419.583496
	Iteration 14Q: 3 clusters Score -596702.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -596785.375000 Penalty: 4419.583496
	Iteration 15Q: 3 clusters Score -596785.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -596844.000000 Penalty: 4419.583496
	Iteration 16Q: 3 clusters Score -596844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -596865.812500 Penalty: 4419.583496
	Iteration 17Q: 3 clusters Score -596865.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -596879.062500 Penalty: 4419.583496
	Iteration 18Q: 3 clusters Score -596879.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -596889.500000 Penalty: 4419.583496
	Iteration 19Q: 3 clusters Score -596889.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -596899.062500 Penalty: 4419.583496
	Iteration 20F: 3 clusters Score -596899.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -596907.250000 Penalty: 4419.583496
	Iteration 21Q: 3 clusters Score -596907.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -596914.375000 Penalty: 4419.583496
	Iteration 22Q: 3 clusters Score -596914.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -596920.375000 Penalty: 4419.583496
	Iteration 23Q: 3 clusters Score -596920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -596924.875000 Penalty: 4419.583496
	Iteration 24Q: 3 clusters Score -596924.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -596928.562500 Penalty: 4419.583496
	Iteration 25Q: 3 clusters Score -596928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -596930.500000 Penalty: 4419.583496
	Iteration 26Q: 3 clusters Score -596930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -596930.437500 Penalty: 4419.583496
	Iteration 27Q: 3 clusters Score -596930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -596931.500000 Penalty: 4419.583496
	Iteration 28Q: 3 clusters Score -596931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -596931.625000 Penalty: 4419.583496
	Iteration 29Q: 3 clusters Score -596931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -596931.875000 Penalty: 4419.583496
	Iteration 30Q: 3 clusters Score -596931.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -596931.875000 Penalty: 4419.583496
	Iteration 31F: 3 clusters Score -596931.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -98606.835938 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -98606.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96467.804688 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -96467.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -96795.492188 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -96795.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96921.820312 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -96921.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97040.648438 Penalty: 3544.799072
	Iteration 3F: 3 clusters Score -97040.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97153.148438 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -97153.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97248.546875 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -97248.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97322.367188 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -97322.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97389.609375 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -97389.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97459.554688 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -97459.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97547.632812 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -97547.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97653.375000 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -97653.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97709.757812 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -97709.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97742.304688 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -97742.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97768.453125 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -97768.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97790.453125 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -97790.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97803.476562 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -97803.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97811.273438 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -97811.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97821.335938 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -97821.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97824.898438 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -97824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97826.757812 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -97826.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97829.234375 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -97829.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97834.757812 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -97834.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97837.210938 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -97837.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97837.210938 Penalty: 3544.799072
	Iteration 23F: 3 clusters Score -97837.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -227769.453125 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -227769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -224644.140625 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -224644.1 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -225387.765625 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -225387.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -225747.234375 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -225747.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -226064.375000 Penalty: 3954.514160
	Iteration 3F: 3 clusters Score -226064.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -226274.328125 Penalty: 3954.514160
	Iteration 4F: 3 clusters Score -226274.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -226412.562500 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -226412.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -226517.781250 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -226517.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -226613.640625 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -226613.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -226701.109375 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -226701.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -226782.031250 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -226782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -226874.421875 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -226874.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -226969.656250 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -226969.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -227053.187500 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -227053.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -227138.843750 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -227138.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -227196.593750 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -227196.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -227230.781250 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -227230.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -227279.812500 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -227279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -227307.093750 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -227307.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -227330.250000 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -227330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -227356.359375 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -227356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -227365.312500 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -227365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -227371.531250 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -227371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -227376.125000 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -227376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -227388.906250 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -227388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -227401.453125 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -227401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -227423.453125 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -227423.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -227464.234375 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -227464.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -227574.984375 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -227575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -227981.109375 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -227981.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -228756.062500 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -228756.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -229007.031250 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -229007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -229020.765625 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -229020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -229025.359375 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -229025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -229026.625000 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -229026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -229026.625000 Penalty: 3954.514160
	Iteration 34F: 3 clusters Score -229026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 416 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 861 members 
Mstep: Class 52 contains 13849 members 
Mstep: Class 53 contains 826 members 
Mstep: Class 54 contains 13583 members 
Mstep: Class 55 contains 1509 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 2040 members 
Entering Unmasked Estep 
Score: -51156956.000000 Penalty: 189373.437500
Splitting cluster 51 changes total score from -51152400.000000 to -51156956.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 52 (13849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Entering Unmasked Estep 
Score: -978703.312500 Penalty: 2364.920166
	Iteration 0F: 2 clusters Score -978703.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -968568.562500 Penalty: 4729.840332
	Iteration 0F: 3 clusters Score -968568.6 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -971888.437500 Penalty: 4729.840332
	Iteration 1F: 3 clusters Score -971888.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -972358.937500 Penalty: 4729.840332
	Iteration 2F: 3 clusters Score -972358.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -972777.937500 Penalty: 4729.840332
	Iteration 3F: 3 clusters Score -972777.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -973213.562500 Penalty: 4729.840332
	Iteration 4F: 3 clusters Score -973213.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -973678.000000 Penalty: 4729.840332
	Iteration 5F: 3 clusters Score -973678 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -974118.125000 Penalty: 4729.840332
	Iteration 6F: 3 clusters Score -974118.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -974516.500000 Penalty: 4729.840332
	Iteration 7F: 3 clusters Score -974516.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -974874.875000 Penalty: 4729.840332
	Iteration 8Q: 3 clusters Score -974874.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -975251.437500 Penalty: 4729.840332
	Iteration 9Q: 3 clusters Score -975251.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -975613.500000 Penalty: 4729.840332
	Iteration 10Q: 3 clusters Score -975613.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -975966.250000 Penalty: 4729.840332
	Iteration 11Q: 3 clusters Score -975966.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -976396.062500 Penalty: 4729.840332
	Iteration 12Q: 3 clusters Score -976396.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -976812.875000 Penalty: 4729.840332
	Iteration 13Q: 3 clusters Score -976812.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -977221.562500 Penalty: 4729.840332
	Iteration 14Q: 3 clusters Score -977221.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -977577.062500 Penalty: 4729.840332
	Iteration 15Q: 3 clusters Score -977577.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -977873.375000 Penalty: 4729.840332
	Iteration 16Q: 3 clusters Score -977873.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -978100.437500 Penalty: 4729.840332
	Iteration 17Q: 3 clusters Score -978100.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -978238.125000 Penalty: 4729.840332
	Iteration 18Q: 3 clusters Score -978238.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -978353.750000 Penalty: 4729.840332
	Iteration 19Q: 3 clusters Score -978353.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -978450.062500 Penalty: 4729.840332
	Iteration 20F: 3 clusters Score -978450.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -978523.125000 Penalty: 4729.840332
	Iteration 21Q: 3 clusters Score -978523.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -978575.000000 Penalty: 4729.840332
	Iteration 22Q: 3 clusters Score -978575 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -978618.062500 Penalty: 4729.840332
	Iteration 23Q: 3 clusters Score -978618.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -978662.812500 Penalty: 4729.840332
	Iteration 24Q: 3 clusters Score -978662.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -978697.500000 Penalty: 4729.840332
	Iteration 25Q: 3 clusters Score -978697.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -978734.625000 Penalty: 4729.840332
	Iteration 26Q: 3 clusters Score -978734.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -978764.250000 Penalty: 4729.840332
	Iteration 27Q: 3 clusters Score -978764.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -978786.937500 Penalty: 4729.840332
	Iteration 28Q: 3 clusters Score -978786.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -978802.250000 Penalty: 4729.840332
	Iteration 29Q: 3 clusters Score -978802.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -978813.500000 Penalty: 4729.840332
	Iteration 30Q: 3 clusters Score -978813.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -978823.375000 Penalty: 4729.840332
	Iteration 31Q: 3 clusters Score -978823.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -978827.562500 Penalty: 4729.840332
	Iteration 32Q: 3 clusters Score -978827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -978828.250000 Penalty: 4729.840332
	Iteration 33Q: 3 clusters Score -978828.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -978832.750000 Penalty: 4729.840332
	Iteration 34Q: 3 clusters Score -978832.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -978837.750000 Penalty: 4729.840332
	Iteration 35Q: 3 clusters Score -978837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -978834.125000 Penalty: 4729.840332
	Iteration 36Q: 3 clusters Score -978834.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -978840.312500 Penalty: 4729.840332
	Iteration 37Q: 3 clusters Score -978840.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -978842.812500 Penalty: 4729.840332
	Iteration 38Q: 3 clusters Score -978842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -978843.625000 Penalty: 4729.840332
	Iteration 39Q: 3 clusters Score -978843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -978844.687500 Penalty: 4729.840332
	Iteration 40F: 3 clusters Score -978844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -978842.062500 Penalty: 4729.840332
	Iteration 41Q: 3 clusters Score -978842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -978844.312500 Penalty: 4729.840332
	Iteration 42Q: 3 clusters Score -978844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -978844.875000 Penalty: 4729.840332
	Iteration 43Q: 3 clusters Score -978844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -978843.437500 Penalty: 4729.840332
	Iteration 44Q: 3 clusters Score -978843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -978843.500000 Penalty: 4729.840332
	Iteration 45Q: 3 clusters Score -978843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -978844.500000 Penalty: 4729.840332
	Iteration 46Q: 3 clusters Score -978844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -978844.750000 Penalty: 4729.840332
	Iteration 47Q: 3 clusters Score -978844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -978844.750000 Penalty: 4729.840332
	Iteration 48Q: 3 clusters Score -978844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -978844.687500 Penalty: 4729.840332
	Iteration 49Q: 3 clusters Score -978844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -978845.625000 Penalty: 4729.840332
	Iteration 50Q: 3 clusters Score -978845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -978844.500000 Penalty: 4729.840332
	Iteration 51Q: 3 clusters Score -978844.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -978846.250000 Penalty: 4729.840332
	Iteration 52Q: 3 clusters Score -978846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -978847.312500 Penalty: 4729.840332
	Iteration 53Q: 3 clusters Score -978847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -978845.812500 Penalty: 4729.840332
	Iteration 54Q: 3 clusters Score -978845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -978847.625000 Penalty: 4729.840332
	Iteration 55Q: 3 clusters Score -978847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -978846.437500 Penalty: 4729.840332
	Iteration 56Q: 3 clusters Score -978846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -978846.437500 Penalty: 4729.840332
	Iteration 57F: 3 clusters Score -978846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 416 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 12975 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 861 members 
Mstep: Class 52 contains 4461 members 
Mstep: Class 53 contains 826 members 
Mstep: Class 54 contains 13583 members 
Mstep: Class 55 contains 1509 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 2040 members 
Mstep: Class 58 contains 9388 members 
Entering Unmasked Estep 
Score: -51156116.000000 Penalty: 192695.765625
Splitting cluster 52 changes total score from -51152400.000000 to -51156116.000000
So it's getting split into cluster 58.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 58589 members 
Mstep: Class 11 contains 57899 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19831 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 7018 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 22005 members 
Mstep: Class 25 contains 16528 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 11585 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 60899 members 
Mstep: Class 33 contains 1425 members 
Mstep: Class 34 contains 416 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4590 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14030 members 
Mstep: Class 40 contains 39638 members 
Mstep: Class 41 contains 1372 members 
Mstep: Class 42 contains 5946 members 
Mstep: Class 43 contains 1834 members 
Mstep: Class 44 contains 14555 members 
Mstep: Class 45 contains 38060 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 50 contains 1270 members 
Mstep: Class 51 contains 861 members 
Mstep: Class 52 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159036.000000 Penalty: 192695.765625
Iteration 119Q: 59 clusters Score -5.115904e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2886 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 8825 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 6782 members 
Mstep: Class 9 contains 24909 members 
Mstep: Class 10 contains 58591 members 
Mstep: Class 11 contains 57896 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 19830 members 
Mstep: Class 15 contains 16278 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 2787 members 
Mstep: Class 19 contains 11227 members 
Mstep: Class 20 contains 7008 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 22003 members 
Mstep: Class 25 contains 16644 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40456 members 
Mstep: Class 30 contains 11560 members 
Mstep: Class 31 contains 946 members 
Mstep: Class 32 contains 60979 members 
Mstep: Class 33 contains 1420 members 
Mstep: Class 34 contains 436 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4589 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 14032 members 
Mstep: Class 40 contains 39644 members 
Mstep: Class 41 contains 1367 members 
Mstep: Class 42 contains 6016 members 
Mstep: Class 43 contains 1795 members 
Mstep: Class 44 contains 14563 members 
Mstep: Class 45 contains 38094 members 
Mstep: Class 46 contains 2309 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7419 members 
Mstep: Class 49 contains 12769 members 
Mstep: Class 50 contains 1269 members 
Mstep: Class 51 contains 878 members 
Mstep: Class 52 contains 4982 members 
Mstep: Class 53 contains 813 members 
Mstep: Class 54 contains 13194 members 
Mstep: Class 55 contains 1492 members 
Mstep: Class 56 contains 1970 members 
Mstep: Class 57 contains 2027 members 
Mstep: Class 58 contains 9005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51161688.000000 Penalty: 192695.765625
Iteration 120F: 59 clusters Score -5.116169e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 8818 members 
Mstep: Class 7 contains 7076 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 24587 members 
Mstep: Class 10 contains 58593 members 
Mstep: Class 11 contains 57890 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 19774 members 
Mstep: Class 15 contains 16302 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 11113 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 789 members 
Mstep: Class 23 contains 9202 members 
Mstep: Class 24 contains 21985 members 
Mstep: Class 25 contains 16697 members 
Mstep: Class 26 contains 10434 members 
Mstep: Class 27 contains 3674 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 40196 members 
Mstep: Class 30 contains 11535 members 
Mstep: Class 31 contains 976 members 
Mstep: Class 32 contains 60925 members 
Mstep: Class 33 contains 1372 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4550 members 
Mstep: Class 37 contains 7958 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 13979 members 
Mstep: Class 40 contains 39641 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 5994 members 
Mstep: Class 43 contains 1717 members 
Mstep: Class 44 contains 14456 members 
Mstep: Class 45 contains 37953 members 
Mstep: Class 46 contains 2302 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7385 members 
Mstep: Class 49 contains 13074 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 883 members 
Mstep: Class 52 contains 5219 members 
Mstep: Class 53 contains 1004 members 
Mstep: Class 54 contains 13137 members 
Mstep: Class 55 contains 1506 members 
Mstep: Class 56 contains 2053 members 
Mstep: Class 57 contains 2087 members 
Mstep: Class 58 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51163476.000000 Penalty: 192695.765625
Iteration 121Q: 59 clusters Score -5.116348e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 2761 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 7071 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 24380 members 
Mstep: Class 10 contains 58598 members 
Mstep: Class 11 contains 57864 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 19743 members 
Mstep: Class 15 contains 16324 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 11043 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 795 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 21972 members 
Mstep: Class 25 contains 16740 members 
Mstep: Class 26 contains 10429 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 39999 members 
Mstep: Class 30 contains 11516 members 
Mstep: Class 31 contains 999 members 
Mstep: Class 32 contains 60888 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 442 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4530 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 15276 members 
Mstep: Class 39 contains 13947 members 
Mstep: Class 40 contains 39641 members 
Mstep: Class 41 contains 1360 members 
Mstep: Class 42 contains 5967 members 
Mstep: Class 43 contains 1689 members 
Mstep: Class 44 contains 14386 members 
Mstep: Class 45 contains 37862 members 
Mstep: Class 46 contains 2308 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 7361 members 
Mstep: Class 49 contains 13273 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 885 members 
Mstep: Class 52 contains 5387 members 
Mstep: Class 53 contains 1124 members 
Mstep: Class 54 contains 13051 members 
Mstep: Class 55 contains 1507 members 
Mstep: Class 56 contains 2079 members 
Mstep: Class 57 contains 2118 members 
Mstep: Class 58 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164160.000000 Penalty: 192695.765625
Iteration 122Q: 59 clusters Score -5.116416e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 2755 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 6881 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 58607 members 
Mstep: Class 11 contains 57838 members 
Mstep: Class 12 contains 9680 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 19700 members 
Mstep: Class 15 contains 16348 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11006 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 804 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 21960 members 
Mstep: Class 25 contains 16786 members 
Mstep: Class 26 contains 10422 members 
Mstep: Class 27 contains 3663 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 39840 members 
Mstep: Class 30 contains 11495 members 
Mstep: Class 31 contains 1006 members 
Mstep: Class 32 contains 60862 members 
Mstep: Class 33 contains 1325 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4510 members 
Mstep: Class 37 contains 7957 members 
Mstep: Class 38 contains 15273 members 
Mstep: Class 39 contains 13923 members 
Mstep: Class 40 contains 39639 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 5962 members 
Mstep: Class 43 contains 1676 members 
Mstep: Class 44 contains 14334 members 
Mstep: Class 45 contains 37809 members 
Mstep: Class 46 contains 2322 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7336 members 
Mstep: Class 49 contains 13459 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 885 members 
Mstep: Class 52 contains 5525 members 
Mstep: Class 53 contains 1206 members 
Mstep: Class 54 contains 12976 members 
Mstep: Class 55 contains 1508 members 
Mstep: Class 56 contains 2094 members 
Mstep: Class 57 contains 2136 members 
Mstep: Class 58 contains 10852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164596.000000 Penalty: 192695.765625
Iteration 123Q: 59 clusters Score -5.11646e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 6882 members 
Mstep: Class 9 contains 24060 members 
Mstep: Class 10 contains 58603 members 
Mstep: Class 11 contains 57818 members 
Mstep: Class 12 contains 9678 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 19680 members 
Mstep: Class 15 contains 16366 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 2806 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 10990 members 
Mstep: Class 20 contains 6997 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 814 members 
Mstep: Class 23 contains 8996 members 
Mstep: Class 24 contains 21946 members 
Mstep: Class 25 contains 16840 members 
Mstep: Class 26 contains 10415 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 662 members 
Mstep: Class 29 contains 39712 members 
Mstep: Class 30 contains 11476 members 
Mstep: Class 31 contains 1005 members 
Mstep: Class 32 contains 60850 members 
Mstep: Class 33 contains 1314 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4494 members 
Mstep: Class 37 contains 7959 members 
Mstep: Class 38 contains 15271 members 
Mstep: Class 39 contains 13912 members 
Mstep: Class 40 contains 39646 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5962 members 
Mstep: Class 43 contains 1667 members 
Mstep: Class 44 contains 14291 members 
Mstep: Class 45 contains 37776 members 
Mstep: Class 46 contains 2337 members 
Mstep: Class 47 contains 5536 members 
Mstep: Class 48 contains 7331 members 
Mstep: Class 49 contains 13624 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 5640 members 
Mstep: Class 53 contains 1261 members 
Mstep: Class 54 contains 12928 members 
Mstep: Class 55 contains 1510 members 
Mstep: Class 56 contains 2096 members 
Mstep: Class 57 contains 2151 members 
Mstep: Class 58 contains 11100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164744.000000 Penalty: 192695.765625
Iteration 124Q: 59 clusters Score -5.116474e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 6877 members 
Mstep: Class 9 contains 23881 members 
Mstep: Class 10 contains 58607 members 
Mstep: Class 11 contains 57794 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 19663 members 
Mstep: Class 15 contains 16379 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 10974 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 823 members 
Mstep: Class 23 contains 8956 members 
Mstep: Class 24 contains 21937 members 
Mstep: Class 25 contains 16870 members 
Mstep: Class 26 contains 10409 members 
Mstep: Class 27 contains 3662 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39624 members 
Mstep: Class 30 contains 11459 members 
Mstep: Class 31 contains 1014 members 
Mstep: Class 32 contains 60840 members 
Mstep: Class 33 contains 1303 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4481 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 15277 members 
Mstep: Class 39 contains 13905 members 
Mstep: Class 40 contains 39647 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5975 members 
Mstep: Class 43 contains 1659 members 
Mstep: Class 44 contains 14270 members 
Mstep: Class 45 contains 37741 members 
Mstep: Class 46 contains 2343 members 
Mstep: Class 47 contains 5540 members 
Mstep: Class 48 contains 7338 members 
Mstep: Class 49 contains 13796 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 5754 members 
Mstep: Class 53 contains 1313 members 
Mstep: Class 54 contains 12905 members 
Mstep: Class 55 contains 1508 members 
Mstep: Class 56 contains 2096 members 
Mstep: Class 57 contains 2162 members 
Mstep: Class 58 contains 11285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165216.000000 Penalty: 192695.765625
Iteration 125Q: 59 clusters Score -5.116522e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8798 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 6875 members 
Mstep: Class 9 contains 23710 members 
Mstep: Class 10 contains 58606 members 
Mstep: Class 11 contains 57768 members 
Mstep: Class 12 contains 9674 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19662 members 
Mstep: Class 15 contains 16391 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 10976 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 829 members 
Mstep: Class 23 contains 8915 members 
Mstep: Class 24 contains 21930 members 
Mstep: Class 25 contains 16907 members 
Mstep: Class 26 contains 10406 members 
Mstep: Class 27 contains 3661 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39553 members 
Mstep: Class 30 contains 11446 members 
Mstep: Class 31 contains 1021 members 
Mstep: Class 32 contains 60830 members 
Mstep: Class 33 contains 1297 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4471 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15282 members 
Mstep: Class 39 contains 13898 members 
Mstep: Class 40 contains 39654 members 
Mstep: Class 41 contains 1359 members 
Mstep: Class 42 contains 5994 members 
Mstep: Class 43 contains 1649 members 
Mstep: Class 44 contains 14253 members 
Mstep: Class 45 contains 37718 members 
Mstep: Class 46 contains 2346 members 
Mstep: Class 47 contains 5545 members 
Mstep: Class 48 contains 7339 members 
Mstep: Class 49 contains 13972 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 5847 members 
Mstep: Class 53 contains 1346 members 
Mstep: Class 54 contains 12876 members 
Mstep: Class 55 contains 1508 members 
Mstep: Class 56 contains 2094 members 
Mstep: Class 57 contains 2173 members 
Mstep: Class 58 contains 11400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165316.000000 Penalty: 192695.765625
Iteration 126Q: 59 clusters Score -5.116532e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8797 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 23558 members 
Mstep: Class 10 contains 58614 members 
Mstep: Class 11 contains 57749 members 
Mstep: Class 12 contains 9673 members 
Mstep: Class 13 contains 1639 members 
Mstep: Class 14 contains 19657 members 
Mstep: Class 15 contains 16402 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 10980 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 833 members 
Mstep: Class 23 contains 8893 members 
Mstep: Class 24 contains 21929 members 
Mstep: Class 25 contains 16961 members 
Mstep: Class 26 contains 10406 members 
Mstep: Class 27 contains 3659 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39463 members 
Mstep: Class 30 contains 11430 members 
Mstep: Class 31 contains 1028 members 
Mstep: Class 32 contains 60811 members 
Mstep: Class 33 contains 1292 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4459 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15288 members 
Mstep: Class 39 contains 13897 members 
Mstep: Class 40 contains 39660 members 
Mstep: Class 41 contains 1360 members 
Mstep: Class 42 contains 6006 members 
Mstep: Class 43 contains 1643 members 
Mstep: Class 44 contains 14240 members 
Mstep: Class 45 contains 37696 members 
Mstep: Class 46 contains 2348 members 
Mstep: Class 47 contains 5546 members 
Mstep: Class 48 contains 7341 members 
Mstep: Class 49 contains 14133 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 5936 members 
Mstep: Class 53 contains 1370 members 
Mstep: Class 54 contains 12849 members 
Mstep: Class 55 contains 1509 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 2181 members 
Mstep: Class 58 contains 11509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165660.000000 Penalty: 192695.765625
Iteration 127Q: 59 clusters Score -5.116566e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3283 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 2734 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 23413 members 
Mstep: Class 10 contains 58614 members 
Mstep: Class 11 contains 57731 members 
Mstep: Class 12 contains 9673 members 
Mstep: Class 13 contains 1639 members 
Mstep: Class 14 contains 19651 members 
Mstep: Class 15 contains 16409 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 10975 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 839 members 
Mstep: Class 23 contains 8877 members 
Mstep: Class 24 contains 21931 members 
Mstep: Class 25 contains 16999 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3655 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39383 members 
Mstep: Class 30 contains 11420 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 60791 members 
Mstep: Class 33 contains 1286 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4446 members 
Mstep: Class 37 contains 7968 members 
Mstep: Class 38 contains 15299 members 
Mstep: Class 39 contains 13891 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6016 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 14221 members 
Mstep: Class 45 contains 37680 members 
Mstep: Class 46 contains 2353 members 
Mstep: Class 47 contains 5546 members 
Mstep: Class 48 contains 7352 members 
Mstep: Class 49 contains 14284 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6008 members 
Mstep: Class 53 contains 1392 members 
Mstep: Class 54 contains 12834 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2084 members 
Mstep: Class 57 contains 2186 members 
Mstep: Class 58 contains 11615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166040.000000 Penalty: 192695.765625
Iteration 128Q: 59 clusters Score -5.116604e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8789 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 23303 members 
Mstep: Class 10 contains 58613 members 
Mstep: Class 11 contains 57721 members 
Mstep: Class 12 contains 9671 members 
Mstep: Class 13 contains 1640 members 
Mstep: Class 14 contains 19641 members 
Mstep: Class 15 contains 16421 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10980 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 844 members 
Mstep: Class 23 contains 8860 members 
Mstep: Class 24 contains 21931 members 
Mstep: Class 25 contains 17025 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39324 members 
Mstep: Class 30 contains 11408 members 
Mstep: Class 31 contains 1036 members 
Mstep: Class 32 contains 60781 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4435 members 
Mstep: Class 37 contains 7968 members 
Mstep: Class 38 contains 15304 members 
Mstep: Class 39 contains 13877 members 
Mstep: Class 40 contains 39667 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6027 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 14210 members 
Mstep: Class 45 contains 37666 members 
Mstep: Class 46 contains 2360 members 
Mstep: Class 47 contains 5545 members 
Mstep: Class 48 contains 7350 members 
Mstep: Class 49 contains 14409 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6071 members 
Mstep: Class 53 contains 1399 members 
Mstep: Class 54 contains 12826 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2076 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166024.000000 Penalty: 192695.765625
Iteration 129Q: 59 clusters Score -5.116602e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 23163 members 
Mstep: Class 10 contains 58617 members 
Mstep: Class 11 contains 57713 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19635 members 
Mstep: Class 15 contains 16430 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 10979 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8841 members 
Mstep: Class 24 contains 21930 members 
Mstep: Class 25 contains 17044 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39290 members 
Mstep: Class 30 contains 11397 members 
Mstep: Class 31 contains 1040 members 
Mstep: Class 32 contains 60773 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4425 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15303 members 
Mstep: Class 39 contains 13868 members 
Mstep: Class 40 contains 39667 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6036 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 14203 members 
Mstep: Class 45 contains 37649 members 
Mstep: Class 46 contains 2371 members 
Mstep: Class 47 contains 5546 members 
Mstep: Class 48 contains 7351 members 
Mstep: Class 49 contains 14525 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6140 members 
Mstep: Class 53 contains 1411 members 
Mstep: Class 54 contains 12818 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2072 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166096.000000 Penalty: 192695.765625
Iteration 130Q: 59 clusters Score -5.11661e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 7059 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 23045 members 
Mstep: Class 10 contains 58622 members 
Mstep: Class 11 contains 57705 members 
Mstep: Class 12 contains 9666 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19627 members 
Mstep: Class 15 contains 16439 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 10973 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8824 members 
Mstep: Class 24 contains 21929 members 
Mstep: Class 25 contains 17054 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39258 members 
Mstep: Class 30 contains 11387 members 
Mstep: Class 31 contains 1043 members 
Mstep: Class 32 contains 60760 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4421 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15307 members 
Mstep: Class 39 contains 13862 members 
Mstep: Class 40 contains 39667 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6050 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 14201 members 
Mstep: Class 45 contains 37636 members 
Mstep: Class 46 contains 2385 members 
Mstep: Class 47 contains 5547 members 
Mstep: Class 48 contains 7353 members 
Mstep: Class 49 contains 14634 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6205 members 
Mstep: Class 53 contains 1419 members 
Mstep: Class 54 contains 12803 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2072 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166220.000000 Penalty: 192695.765625
Iteration 131Q: 59 clusters Score -5.116622e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 4818 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 6877 members 
Mstep: Class 9 contains 22938 members 
Mstep: Class 10 contains 58628 members 
Mstep: Class 11 contains 57697 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19627 members 
Mstep: Class 15 contains 16453 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10970 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8817 members 
Mstep: Class 24 contains 21926 members 
Mstep: Class 25 contains 17055 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39239 members 
Mstep: Class 30 contains 11372 members 
Mstep: Class 31 contains 1042 members 
Mstep: Class 32 contains 60746 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4416 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15313 members 
Mstep: Class 39 contains 13857 members 
Mstep: Class 40 contains 39667 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6067 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 14191 members 
Mstep: Class 45 contains 37628 members 
Mstep: Class 46 contains 2393 members 
Mstep: Class 47 contains 5548 members 
Mstep: Class 48 contains 7352 members 
Mstep: Class 49 contains 14723 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6266 members 
Mstep: Class 53 contains 1421 members 
Mstep: Class 54 contains 12786 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2071 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166512.000000 Penalty: 192695.765625
Iteration 132Q: 59 clusters Score -5.116651e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8794 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 22857 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 57692 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19624 members 
Mstep: Class 15 contains 16465 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10965 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8810 members 
Mstep: Class 24 contains 21923 members 
Mstep: Class 25 contains 17067 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39204 members 
Mstep: Class 30 contains 11350 members 
Mstep: Class 31 contains 1046 members 
Mstep: Class 32 contains 60739 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4417 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15314 members 
Mstep: Class 39 contains 13852 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6092 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 14187 members 
Mstep: Class 45 contains 37625 members 
Mstep: Class 46 contains 2403 members 
Mstep: Class 47 contains 5548 members 
Mstep: Class 48 contains 7348 members 
Mstep: Class 49 contains 14790 members 
Mstep: Class 50 contains 1265 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6335 members 
Mstep: Class 53 contains 1425 members 
Mstep: Class 54 contains 12768 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2068 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166352.000000 Penalty: 192695.765625
Iteration 133Q: 59 clusters Score -5.116635e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 4820 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8793 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 22802 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 57686 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 16478 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8806 members 
Mstep: Class 24 contains 21924 members 
Mstep: Class 25 contains 17072 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39180 members 
Mstep: Class 30 contains 11337 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 60731 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4417 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15318 members 
Mstep: Class 39 contains 13846 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6095 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 14183 members 
Mstep: Class 45 contains 37618 members 
Mstep: Class 46 contains 2408 members 
Mstep: Class 47 contains 5548 members 
Mstep: Class 48 contains 7347 members 
Mstep: Class 49 contains 14842 members 
Mstep: Class 50 contains 1265 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6402 members 
Mstep: Class 53 contains 1425 members 
Mstep: Class 54 contains 12758 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2064 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166316.000000 Penalty: 192695.765625
Iteration 134Q: 59 clusters Score -5.116632e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 22769 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 57681 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19621 members 
Mstep: Class 15 contains 16489 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8797 members 
Mstep: Class 24 contains 21924 members 
Mstep: Class 25 contains 17073 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39159 members 
Mstep: Class 30 contains 11325 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 60728 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4417 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15323 members 
Mstep: Class 39 contains 13836 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6103 members 
Mstep: Class 43 contains 1637 members 
Mstep: Class 44 contains 14179 members 
Mstep: Class 45 contains 37620 members 
Mstep: Class 46 contains 2414 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7338 members 
Mstep: Class 49 contains 14882 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6447 members 
Mstep: Class 53 contains 1426 members 
Mstep: Class 54 contains 12753 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2060 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166336.000000 Penalty: 192695.765625
Iteration 135Q: 59 clusters Score -5.116634e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8792 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 22745 members 
Mstep: Class 10 contains 58634 members 
Mstep: Class 11 contains 57673 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19616 members 
Mstep: Class 15 contains 16493 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10965 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8786 members 
Mstep: Class 24 contains 21924 members 
Mstep: Class 25 contains 17077 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39141 members 
Mstep: Class 30 contains 11323 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 60722 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4416 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15327 members 
Mstep: Class 39 contains 13836 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6106 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 14179 members 
Mstep: Class 45 contains 37621 members 
Mstep: Class 46 contains 2417 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7338 members 
Mstep: Class 49 contains 14906 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6486 members 
Mstep: Class 53 contains 1427 members 
Mstep: Class 54 contains 12752 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2060 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166384.000000 Penalty: 192695.765625
Iteration 136Q: 59 clusters Score -5.116638e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 58634 members 
Mstep: Class 11 contains 57667 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19614 members 
Mstep: Class 15 contains 16497 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 21923 members 
Mstep: Class 25 contains 17093 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39128 members 
Mstep: Class 30 contains 11320 members 
Mstep: Class 31 contains 1047 members 
Mstep: Class 32 contains 60720 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4413 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15331 members 
Mstep: Class 39 contains 13833 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6108 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 14182 members 
Mstep: Class 45 contains 37618 members 
Mstep: Class 46 contains 2419 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7339 members 
Mstep: Class 49 contains 14931 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6516 members 
Mstep: Class 53 contains 1427 members 
Mstep: Class 54 contains 12747 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2058 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166296.000000 Penalty: 192695.765625
Iteration 137Q: 59 clusters Score -5.11663e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 22708 members 
Mstep: Class 10 contains 58630 members 
Mstep: Class 11 contains 57661 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 19609 members 
Mstep: Class 15 contains 16503 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10969 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8775 members 
Mstep: Class 24 contains 21920 members 
Mstep: Class 25 contains 17101 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3653 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39121 members 
Mstep: Class 30 contains 11315 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 60717 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15336 members 
Mstep: Class 39 contains 13831 members 
Mstep: Class 40 contains 39669 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6106 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 14176 members 
Mstep: Class 45 contains 37617 members 
Mstep: Class 46 contains 2423 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7336 members 
Mstep: Class 49 contains 14955 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6550 members 
Mstep: Class 53 contains 1428 members 
Mstep: Class 54 contains 12741 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2055 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166392.000000 Penalty: 192695.765625
Iteration 138Q: 59 clusters Score -5.116639e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 6909 members 
Mstep: Class 9 contains 22694 members 
Mstep: Class 10 contains 58633 members 
Mstep: Class 11 contains 57649 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19606 members 
Mstep: Class 15 contains 16509 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8771 members 
Mstep: Class 24 contains 21920 members 
Mstep: Class 25 contains 17108 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39112 members 
Mstep: Class 30 contains 11309 members 
Mstep: Class 31 contains 1055 members 
Mstep: Class 32 contains 60713 members 
Mstep: Class 33 contains 1284 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15344 members 
Mstep: Class 39 contains 13830 members 
Mstep: Class 40 contains 39670 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6106 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 14174 members 
Mstep: Class 45 contains 37612 members 
Mstep: Class 46 contains 2423 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7334 members 
Mstep: Class 49 contains 14975 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6580 members 
Mstep: Class 53 contains 1428 members 
Mstep: Class 54 contains 12735 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2055 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166404.000000 Penalty: 192695.765625
Iteration 139Q: 59 clusters Score -5.11664e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 22681 members 
Mstep: Class 10 contains 58635 members 
Mstep: Class 11 contains 57639 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19604 members 
Mstep: Class 15 contains 16513 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10974 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8768 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17112 members 
Mstep: Class 26 contains 10405 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39110 members 
Mstep: Class 30 contains 11304 members 
Mstep: Class 31 contains 1058 members 
Mstep: Class 32 contains 60712 members 
Mstep: Class 33 contains 1283 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 7965 members 
Mstep: Class 38 contains 15352 members 
Mstep: Class 39 contains 13828 members 
Mstep: Class 40 contains 39671 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6107 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 14170 members 
Mstep: Class 45 contains 37607 members 
Mstep: Class 46 contains 2421 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7330 members 
Mstep: Class 49 contains 14993 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6606 members 
Mstep: Class 53 contains 1428 members 
Mstep: Class 54 contains 12731 members 
Mstep: Class 55 contains 1513 members 
Mstep: Class 56 contains 2056 members 
Mstep: Class 57 contains 2187 members 
Mstep: Class 58 contains 11941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166316.000000 Penalty: 192695.765625
Iteration 140F: 59 clusters Score -5.116632e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 22678 members 
Mstep: Class 10 contains 58638 members 
Mstep: Class 11 contains 57632 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19604 members 
Mstep: Class 15 contains 16517 members 
Mstep: Class 16 contains 1691 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10978 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 21919 members 
Mstep: Class 25 contains 17113 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3651 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39106 members 
Mstep: Class 30 contains 11297 members 
Mstep: Class 31 contains 1059 members 
Mstep: Class 32 contains 60710 members 
Mstep: Class 33 contains 1281 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15355 members 
Mstep: Class 39 contains 13824 members 
Mstep: Class 40 contains 39674 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6105 members 
Mstep: Class 43 contains 1632 members 
Mstep: Class 44 contains 14169 members 
Mstep: Class 45 contains 37608 members 
Mstep: Class 46 contains 2421 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7327 members 
Mstep: Class 49 contains 15004 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6634 members 
Mstep: Class 53 contains 1428 members 
Mstep: Class 54 contains 12731 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2056 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166372.000000 Penalty: 192695.765625
Iteration 141Q: 59 clusters Score -5.116637e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 2869 members 
Mstep: Class 3 contains 3260 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 22674 members 
Mstep: Class 10 contains 58638 members 
Mstep: Class 11 contains 57622 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19601 members 
Mstep: Class 15 contains 16518 members 
Mstep: Class 16 contains 1695 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 10982 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 21919 members 
Mstep: Class 25 contains 17117 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3650 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39106 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 1062 members 
Mstep: Class 32 contains 60707 members 
Mstep: Class 33 contains 1281 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4407 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15360 members 
Mstep: Class 39 contains 13824 members 
Mstep: Class 40 contains 39674 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6105 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 14169 members 
Mstep: Class 45 contains 37606 members 
Mstep: Class 46 contains 2421 members 
Mstep: Class 47 contains 5549 members 
Mstep: Class 48 contains 7325 members 
Mstep: Class 49 contains 15014 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6652 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12730 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2058 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166456.000000 Penalty: 192695.765625
Iteration 142Q: 59 clusters Score -5.116646e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6937 members 
Mstep: Class 9 contains 22671 members 
Mstep: Class 10 contains 58639 members 
Mstep: Class 11 contains 57613 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19602 members 
Mstep: Class 15 contains 16520 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 10985 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 21919 members 
Mstep: Class 25 contains 17121 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39098 members 
Mstep: Class 30 contains 11295 members 
Mstep: Class 31 contains 1066 members 
Mstep: Class 32 contains 60707 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4408 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15363 members 
Mstep: Class 39 contains 13822 members 
Mstep: Class 40 contains 39674 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6105 members 
Mstep: Class 43 contains 1628 members 
Mstep: Class 44 contains 14170 members 
Mstep: Class 45 contains 37608 members 
Mstep: Class 46 contains 2421 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7323 members 
Mstep: Class 49 contains 15020 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6674 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12730 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2054 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166440.000000 Penalty: 192695.765625
Iteration 143Q: 59 clusters Score -5.116644e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8790 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 22663 members 
Mstep: Class 10 contains 58636 members 
Mstep: Class 11 contains 57605 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19602 members 
Mstep: Class 15 contains 16520 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 2760 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 21919 members 
Mstep: Class 25 contains 17121 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39097 members 
Mstep: Class 30 contains 11295 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 60706 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4409 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15369 members 
Mstep: Class 39 contains 13821 members 
Mstep: Class 40 contains 39674 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6108 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14170 members 
Mstep: Class 45 contains 37604 members 
Mstep: Class 46 contains 2421 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7321 members 
Mstep: Class 49 contains 15026 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6692 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12730 members 
Mstep: Class 55 contains 1513 members 
Mstep: Class 56 contains 2053 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166356.000000 Penalty: 192695.765625
Iteration 144Q: 59 clusters Score -5.116636e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8788 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 22657 members 
Mstep: Class 10 contains 58634 members 
Mstep: Class 11 contains 57598 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19602 members 
Mstep: Class 15 contains 16521 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 10988 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 21919 members 
Mstep: Class 25 contains 17119 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39093 members 
Mstep: Class 30 contains 11293 members 
Mstep: Class 31 contains 1069 members 
Mstep: Class 32 contains 60707 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15375 members 
Mstep: Class 39 contains 13819 members 
Mstep: Class 40 contains 39675 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6110 members 
Mstep: Class 43 contains 1626 members 
Mstep: Class 44 contains 14169 members 
Mstep: Class 45 contains 37604 members 
Mstep: Class 46 contains 2423 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7322 members 
Mstep: Class 49 contains 15030 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6707 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12727 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2050 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166364.000000 Penalty: 192695.765625
Iteration 145Q: 59 clusters Score -5.116636e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2737 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 22647 members 
Mstep: Class 10 contains 58633 members 
Mstep: Class 11 contains 57596 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 21918 members 
Mstep: Class 25 contains 17133 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3648 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39088 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 60705 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15376 members 
Mstep: Class 39 contains 13818 members 
Mstep: Class 40 contains 39676 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6110 members 
Mstep: Class 43 contains 1624 members 
Mstep: Class 44 contains 14168 members 
Mstep: Class 45 contains 37606 members 
Mstep: Class 46 contains 2426 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7323 members 
Mstep: Class 49 contains 15033 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6731 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12721 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2051 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166416.000000 Penalty: 192695.765625
Iteration 146Q: 59 clusters Score -5.116642e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 22639 members 
Mstep: Class 10 contains 58632 members 
Mstep: Class 11 contains 57594 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6994 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 21917 members 
Mstep: Class 25 contains 17144 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39083 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 60705 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15378 members 
Mstep: Class 39 contains 13818 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6113 members 
Mstep: Class 43 contains 1625 members 
Mstep: Class 44 contains 14166 members 
Mstep: Class 45 contains 37606 members 
Mstep: Class 46 contains 2429 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7326 members 
Mstep: Class 49 contains 15040 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6756 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12712 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2052 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166520.000000 Penalty: 192695.765625
Iteration 147Q: 59 clusters Score -5.116652e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 6959 members 
Mstep: Class 9 contains 22630 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 21917 members 
Mstep: Class 25 contains 17159 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39077 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1071 members 
Mstep: Class 32 contains 60707 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13818 members 
Mstep: Class 40 contains 39678 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6118 members 
Mstep: Class 43 contains 1626 members 
Mstep: Class 44 contains 14163 members 
Mstep: Class 45 contains 37603 members 
Mstep: Class 46 contains 2427 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7323 members 
Mstep: Class 49 contains 15049 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6781 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12704 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2051 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166388.000000 Penalty: 192695.765625
Iteration 148Q: 59 clusters Score -5.116639e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6963 members 
Mstep: Class 9 contains 22620 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 17173 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39068 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1071 members 
Mstep: Class 32 contains 60706 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13818 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6117 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14162 members 
Mstep: Class 45 contains 37594 members 
Mstep: Class 46 contains 2427 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7324 members 
Mstep: Class 49 contains 15056 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6801 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12696 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2050 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166420.000000 Penalty: 192695.765625
Iteration 149Q: 59 clusters Score -5.116642e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 22608 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19599 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 17172 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39065 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1071 members 
Mstep: Class 32 contains 60707 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13819 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6120 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14161 members 
Mstep: Class 45 contains 37584 members 
Mstep: Class 46 contains 2427 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7322 members 
Mstep: Class 49 contains 15064 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6821 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12693 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2049 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166392.000000 Penalty: 192695.765625
Iteration 150Q: 59 clusters Score -5.116639e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19598 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 21914 members 
Mstep: Class 25 contains 17166 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39062 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60708 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13817 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6121 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14159 members 
Mstep: Class 45 contains 37578 members 
Mstep: Class 46 contains 2427 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7322 members 
Mstep: Class 49 contains 15070 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6842 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12688 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166432.000000 Penalty: 192695.765625
Iteration 151Q: 59 clusters Score -5.116643e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6992 members 
Mstep: Class 9 contains 22593 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19598 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 17165 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39056 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60710 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6124 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14157 members 
Mstep: Class 45 contains 37575 members 
Mstep: Class 46 contains 2429 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7322 members 
Mstep: Class 49 contains 15075 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6858 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12685 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2044 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166392.000000 Penalty: 192695.765625
Iteration 152Q: 59 clusters Score -5.116639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6996 members 
Mstep: Class 9 contains 22583 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 17169 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39055 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60710 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6126 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14157 members 
Mstep: Class 45 contains 37574 members 
Mstep: Class 46 contains 2429 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7321 members 
Mstep: Class 49 contains 15079 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6877 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12683 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2043 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166408.000000 Penalty: 192695.765625
Iteration 153Q: 59 clusters Score -5.116641e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 22580 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 21914 members 
Mstep: Class 25 contains 17175 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39052 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60715 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6128 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14156 members 
Mstep: Class 45 contains 37571 members 
Mstep: Class 46 contains 2429 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7319 members 
Mstep: Class 49 contains 15081 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6897 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12679 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166352.000000 Penalty: 192695.765625
Iteration 154Q: 59 clusters Score -5.116635e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 22572 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 17183 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39049 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60716 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6131 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14153 members 
Mstep: Class 45 contains 37571 members 
Mstep: Class 46 contains 2430 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7319 members 
Mstep: Class 49 contains 15085 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6913 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12673 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2041 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166312.000000 Penalty: 192695.765625
Iteration 155Q: 59 clusters Score -5.116631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 22570 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 21914 members 
Mstep: Class 25 contains 17187 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39047 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60716 members 
Mstep: Class 33 contains 1280 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6131 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14151 members 
Mstep: Class 45 contains 37571 members 
Mstep: Class 46 contains 2431 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7318 members 
Mstep: Class 49 contains 15088 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6929 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12671 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2042 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166316.000000 Penalty: 192695.765625
Iteration 156Q: 59 clusters Score -5.116632e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7001 members 
Mstep: Class 9 contains 22568 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8737 members 
Mstep: Class 24 contains 21914 members 
Mstep: Class 25 contains 17190 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39045 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60717 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6129 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14148 members 
Mstep: Class 45 contains 37572 members 
Mstep: Class 46 contains 2431 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7318 members 
Mstep: Class 49 contains 15091 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6945 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12669 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2041 members 
Mstep: Class 57 contains 2188 members 
Mstep: Class 58 contains 11968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166320.000000 Penalty: 192695.765625
Iteration 157Q: 59 clusters Score -5.116632e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 22569 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19597 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8731 members 
Mstep: Class 24 contains 21914 members 
Mstep: Class 25 contains 17192 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 39041 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60718 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13816 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6130 members 
Mstep: Class 43 contains 1627 members 
Mstep: Class 44 contains 14147 members 
Mstep: Class 45 contains 37571 members 
Mstep: Class 46 contains 2431 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7317 members 
Mstep: Class 49 contains 15093 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6967 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12666 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2040 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 11967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166340.000000 Penalty: 192695.765625
Iteration 158Q: 59 clusters Score -5.116634e+07 nChanged 52
Entering ConstructFrom: 
Score: -51166340.000000 Penalty: 192695.765625
Entering ConstructFrom: 
Trying to split cluster 1 (13476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Entering Unmasked Estep 
Score: -1093331.750000 Penalty: 2358.149170
	Iteration 0F: 2 clusters Score -1093332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1083444.000000 Penalty: 4716.298340
	Iteration 0F: 3 clusters Score -1083444 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1086735.125000 Penalty: 4716.298340
	Iteration 1F: 3 clusters Score -1086735 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1087250.125000 Penalty: 4716.298340
	Iteration 2F: 3 clusters Score -1087250 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1087688.750000 Penalty: 4716.298340
	Iteration 3F: 3 clusters Score -1087689 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1088117.625000 Penalty: 4716.298340
	Iteration 4F: 3 clusters Score -1088118 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1088579.375000 Penalty: 4716.298340
	Iteration 5F: 3 clusters Score -1088579 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1089044.000000 Penalty: 4716.298340
	Iteration 6F: 3 clusters Score -1089044 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1089541.875000 Penalty: 4716.298340
	Iteration 7F: 3 clusters Score -1089542 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1089973.250000 Penalty: 4716.298340
	Iteration 8Q: 3 clusters Score -1089973 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1090358.875000 Penalty: 4716.298340
	Iteration 9Q: 3 clusters Score -1090359 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1090699.375000 Penalty: 4716.298340
	Iteration 10Q: 3 clusters Score -1090699 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1091061.750000 Penalty: 4716.298340
	Iteration 11Q: 3 clusters Score -1091062 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1091469.500000 Penalty: 4716.298340
	Iteration 12Q: 3 clusters Score -1091470 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1091793.625000 Penalty: 4716.298340
	Iteration 13Q: 3 clusters Score -1091794 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1092043.750000 Penalty: 4716.298340
	Iteration 14Q: 3 clusters Score -1092044 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1092203.750000 Penalty: 4716.298340
	Iteration 15Q: 3 clusters Score -1092204 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1092289.250000 Penalty: 4716.298340
	Iteration 16Q: 3 clusters Score -1092289 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1092344.875000 Penalty: 4716.298340
	Iteration 17Q: 3 clusters Score -1092345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1092394.750000 Penalty: 4716.298340
	Iteration 18Q: 3 clusters Score -1092395 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1092424.375000 Penalty: 4716.298340
	Iteration 19Q: 3 clusters Score -1092424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1092442.625000 Penalty: 4716.298340
	Iteration 20F: 3 clusters Score -1092443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1092456.625000 Penalty: 4716.298340
	Iteration 21Q: 3 clusters Score -1092457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1092469.500000 Penalty: 4716.298340
	Iteration 22Q: 3 clusters Score -1092470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1092477.000000 Penalty: 4716.298340
	Iteration 23Q: 3 clusters Score -1092477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1092485.125000 Penalty: 4716.298340
	Iteration 24Q: 3 clusters Score -1092485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1092490.750000 Penalty: 4716.298340
	Iteration 25Q: 3 clusters Score -1092491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1092498.625000 Penalty: 4716.298340
	Iteration 26Q: 3 clusters Score -1092499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1092499.875000 Penalty: 4716.298340
	Iteration 27Q: 3 clusters Score -1092500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1092499.375000 Penalty: 4716.298340
	Iteration 28Q: 3 clusters Score -1092499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1092505.375000 Penalty: 4716.298340
	Iteration 29Q: 3 clusters Score -1092505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1092507.375000 Penalty: 4716.298340
	Iteration 30Q: 3 clusters Score -1092507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1092509.125000 Penalty: 4716.298340
	Iteration 31Q: 3 clusters Score -1092509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1092506.750000 Penalty: 4716.298340
	Iteration 32Q: 3 clusters Score -1092507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1092508.125000 Penalty: 4716.298340
	Iteration 33Q: 3 clusters Score -1092508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1092507.625000 Penalty: 4716.298340
	Iteration 34Q: 3 clusters Score -1092508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1092507.625000 Penalty: 4716.298340
	Iteration 35F: 3 clusters Score -1092508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -228838.046875 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -228838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -225688.968750 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -225689 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -226366.218750 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -226366.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -226542.140625 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -226542.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -226686.062500 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -226686.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -226822.593750 Penalty: 3948.839600
	Iteration 4F: 3 clusters Score -226822.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -226980.656250 Penalty: 3948.839600
	Iteration 5F: 3 clusters Score -226980.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227163.125000 Penalty: 3948.839600
	Iteration 6F: 3 clusters Score -227163.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -227352.843750 Penalty: 3948.839600
	Iteration 7F: 3 clusters Score -227352.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227506.562500 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -227506.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -227615.109375 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -227615.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -227678.750000 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -227678.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -227713.156250 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -227713.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -227733.765625 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -227733.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227752.937500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -227752.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -227768.890625 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -227768.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227781.281250 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -227781.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -227792.265625 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -227792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -227803.062500 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -227803.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -227819.093750 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -227819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -227826.234375 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -227826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -227833.484375 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -227833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -227837.156250 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -227837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -227839.875000 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -227839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -227841.187500 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -227841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -227842.390625 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -227842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -227842.750000 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -227842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -227843.265625 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -227843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -227843.265625 Penalty: 3948.839600
	Iteration 27F: 3 clusters Score -227843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -255542.781250 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -255542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -252095.406250 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -252095.4 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -252822.687500 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -252822.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -253034.781250 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -253034.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -253210.812500 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -253210.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -253368.515625 Penalty: 4011.926758
	Iteration 4Q: 3 clusters Score -253368.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -253611.140625 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -253611.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -253870.156250 Penalty: 4011.926758
	Iteration 6F: 3 clusters Score -253870.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -254060.671875 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -254060.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -254250.109375 Penalty: 4011.926758
	Iteration 8F: 3 clusters Score -254250.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -254401.796875 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -254401.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -254508.968750 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -254509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -254585.640625 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -254585.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -254641.546875 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -254641.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -254699.421875 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -254699.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -254760.156250 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -254760.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -254828.812500 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -254828.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -254902.968750 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -254903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -255021.671875 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -255021.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -255167.328125 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -255167.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -255285.625000 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -255285.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -255400.968750 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -255401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -255443.203125 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -255443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -255461.187500 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -255461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -255471.296875 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -255471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -255482.328125 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -255482.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -255491.734375 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -255491.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -255494.734375 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -255494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -255500.890625 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -255500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -255503.890625 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -255503.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -255507.312500 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -255507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -255508.171875 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -255508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -255508.843750 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -255508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -255509.875000 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -255509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -255510.046875 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -255510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -255509.968750 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -255510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -255511.328125 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -255511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -255511.328125 Penalty: 4011.926758
	Iteration 36F: 3 clusters Score -255511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -338542.156250 Penalty: 2103.376953
	Iteration 0F: 2 clusters Score -338542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -334193.031250 Penalty: 4206.753906
	Iteration 0F: 3 clusters Score -334193 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -335412.968750 Penalty: 4206.753906
	Iteration 1F: 3 clusters Score -335413 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -335772.375000 Penalty: 4206.753906
	Iteration 2F: 3 clusters Score -335772.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -336054.375000 Penalty: 4206.753906
	Iteration 3F: 3 clusters Score -336054.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -336273.843750 Penalty: 4206.753906
	Iteration 4F: 3 clusters Score -336273.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -336418.625000 Penalty: 4206.753906
	Iteration 5Q: 3 clusters Score -336418.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -336524.937500 Penalty: 4206.753906
	Iteration 6Q: 3 clusters Score -336524.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -336616.500000 Penalty: 4206.753906
	Iteration 7Q: 3 clusters Score -336616.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -336706.375000 Penalty: 4206.753906
	Iteration 8Q: 3 clusters Score -336706.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336788.437500 Penalty: 4206.753906
	Iteration 9Q: 3 clusters Score -336788.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -336886.093750 Penalty: 4206.753906
	Iteration 10Q: 3 clusters Score -336886.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -336995.312500 Penalty: 4206.753906
	Iteration 11Q: 3 clusters Score -336995.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -337136.281250 Penalty: 4206.753906
	Iteration 12Q: 3 clusters Score -337136.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -337253.750000 Penalty: 4206.753906
	Iteration 13Q: 3 clusters Score -337253.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -337338.062500 Penalty: 4206.753906
	Iteration 14Q: 3 clusters Score -337338.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -337400.281250 Penalty: 4206.753906
	Iteration 15Q: 3 clusters Score -337400.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -337457.312500 Penalty: 4206.753906
	Iteration 16Q: 3 clusters Score -337457.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -337517.500000 Penalty: 4206.753906
	Iteration 17Q: 3 clusters Score -337517.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -337584.312500 Penalty: 4206.753906
	Iteration 18Q: 3 clusters Score -337584.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -337642.375000 Penalty: 4206.753906
	Iteration 19Q: 3 clusters Score -337642.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -337740.812500 Penalty: 4206.753906
	Iteration 20F: 3 clusters Score -337740.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -337818.156250 Penalty: 4206.753906
	Iteration 21Q: 3 clusters Score -337818.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -337863.937500 Penalty: 4206.753906
	Iteration 22Q: 3 clusters Score -337863.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -337887.625000 Penalty: 4206.753906
	Iteration 23Q: 3 clusters Score -337887.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -337903.000000 Penalty: 4206.753906
	Iteration 24Q: 3 clusters Score -337903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -337916.406250 Penalty: 4206.753906
	Iteration 25Q: 3 clusters Score -337916.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -337926.062500 Penalty: 4206.753906
	Iteration 26Q: 3 clusters Score -337926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -337933.718750 Penalty: 4206.753906
	Iteration 27Q: 3 clusters Score -337933.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -337943.156250 Penalty: 4206.753906
	Iteration 28Q: 3 clusters Score -337943.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -337951.500000 Penalty: 4206.753906
	Iteration 29Q: 3 clusters Score -337951.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -337958.062500 Penalty: 4206.753906
	Iteration 30Q: 3 clusters Score -337958.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -337967.343750 Penalty: 4206.753906
	Iteration 31Q: 3 clusters Score -337967.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -337975.687500 Penalty: 4206.753906
	Iteration 32Q: 3 clusters Score -337975.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -337983.218750 Penalty: 4206.753906
	Iteration 33Q: 3 clusters Score -337983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -337986.781250 Penalty: 4206.753906
	Iteration 34Q: 3 clusters Score -337986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -337989.562500 Penalty: 4206.753906
	Iteration 35Q: 3 clusters Score -337989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -337991.437500 Penalty: 4206.753906
	Iteration 36Q: 3 clusters Score -337991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -337992.156250 Penalty: 4206.753906
	Iteration 37Q: 3 clusters Score -337992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -337993.187500 Penalty: 4206.753906
	Iteration 38Q: 3 clusters Score -337993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -337993.562500 Penalty: 4206.753906
	Iteration 39Q: 3 clusters Score -337993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -337993.906250 Penalty: 4206.753906
	Iteration 40F: 3 clusters Score -337993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -337993.468750 Penalty: 4206.753906
	Iteration 41Q: 3 clusters Score -337993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -337994.406250 Penalty: 4206.753906
	Iteration 42Q: 3 clusters Score -337994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -337994.750000 Penalty: 4206.753906
	Iteration 43Q: 3 clusters Score -337994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -337994.750000 Penalty: 4206.753906
	Iteration 44F: 3 clusters Score -337994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -220153.296875 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -220153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -217033.562500 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -217033.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -217622.781250 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -217622.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -217788.062500 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -217788.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -217884.468750 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -217884.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -217932.875000 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -217932.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -217971.781250 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -217971.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218001.750000 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -218001.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -218024.593750 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -218024.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -218042.906250 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -218042.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -218054.156250 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -218054.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -218059.531250 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -218059.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218069.984375 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -218070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218075.171875 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -218075.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218078.187500 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -218078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218080.984375 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -218081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218082.562500 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -218082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218085.296875 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -218085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218086.562500 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -218086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218087.937500 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -218087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -218089.312500 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -218089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -218091.671875 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -218091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -218094.937500 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -218094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -218098.187500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -218098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -218101.031250 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -218101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218103.921875 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -218103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218105.937500 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -218105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -218106.937500 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -218106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -218107.718750 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -218107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218109.109375 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -218109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -218110.750000 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -218110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -218111.468750 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -218111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -218111.468750 Penalty: 3925.287842
	Iteration 31F: 3 clusters Score -218111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -756916.062500 Penalty: 2251.982178
	Iteration 0F: 2 clusters Score -756916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -750019.500000 Penalty: 4503.964355
	Iteration 0F: 3 clusters Score -750019.5 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -752067.187500 Penalty: 4503.964355
	Iteration 1F: 3 clusters Score -752067.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -752381.687500 Penalty: 4503.964355
	Iteration 2F: 3 clusters Score -752381.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -752633.875000 Penalty: 4503.964355
	Iteration 3F: 3 clusters Score -752633.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -752922.062500 Penalty: 4503.964355
	Iteration 4Q: 3 clusters Score -752922.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -753241.000000 Penalty: 4503.964355
	Iteration 5F: 3 clusters Score -753241 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -753563.625000 Penalty: 4503.964355
	Iteration 6F: 3 clusters Score -753563.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -753904.062500 Penalty: 4503.964355
	Iteration 7F: 3 clusters Score -753904.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -754208.875000 Penalty: 4503.964355
	Iteration 8F: 3 clusters Score -754208.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -754408.875000 Penalty: 4503.964355
	Iteration 9Q: 3 clusters Score -754408.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -754535.625000 Penalty: 4503.964355
	Iteration 10Q: 3 clusters Score -754535.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -754616.562500 Penalty: 4503.964355
	Iteration 11Q: 3 clusters Score -754616.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -754688.812500 Penalty: 4503.964355
	Iteration 12Q: 3 clusters Score -754688.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -754757.250000 Penalty: 4503.964355
	Iteration 13Q: 3 clusters Score -754757.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -754802.312500 Penalty: 4503.964355
	Iteration 14Q: 3 clusters Score -754802.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -754830.125000 Penalty: 4503.964355
	Iteration 15Q: 3 clusters Score -754830.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -754865.062500 Penalty: 4503.964355
	Iteration 16Q: 3 clusters Score -754865.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -754896.562500 Penalty: 4503.964355
	Iteration 17Q: 3 clusters Score -754896.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -754920.750000 Penalty: 4503.964355
	Iteration 18Q: 3 clusters Score -754920.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -754935.812500 Penalty: 4503.964355
	Iteration 19Q: 3 clusters Score -754935.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -754947.875000 Penalty: 4503.964355
	Iteration 20F: 3 clusters Score -754947.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -754955.562500 Penalty: 4503.964355
	Iteration 21Q: 3 clusters Score -754955.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -754959.937500 Penalty: 4503.964355
	Iteration 22Q: 3 clusters Score -754959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -754960.500000 Penalty: 4503.964355
	Iteration 23Q: 3 clusters Score -754960.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -754965.312500 Penalty: 4503.964355
	Iteration 24Q: 3 clusters Score -754965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -754968.375000 Penalty: 4503.964355
	Iteration 25Q: 3 clusters Score -754968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -754969.562500 Penalty: 4503.964355
	Iteration 26Q: 3 clusters Score -754969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -754974.062500 Penalty: 4503.964355
	Iteration 27Q: 3 clusters Score -754974.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -754974.250000 Penalty: 4503.964355
	Iteration 28Q: 3 clusters Score -754974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -754976.875000 Penalty: 4503.964355
	Iteration 29Q: 3 clusters Score -754976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -754980.062500 Penalty: 4503.964355
	Iteration 30Q: 3 clusters Score -754980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -754982.187500 Penalty: 4503.964355
	Iteration 31Q: 3 clusters Score -754982.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -754987.187500 Penalty: 4503.964355
	Iteration 32Q: 3 clusters Score -754987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -754993.562500 Penalty: 4503.964355
	Iteration 33Q: 3 clusters Score -754993.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -754997.312500 Penalty: 4503.964355
	Iteration 34Q: 3 clusters Score -754997.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -755003.625000 Penalty: 4503.964355
	Iteration 35Q: 3 clusters Score -755003.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -755007.500000 Penalty: 4503.964355
	Iteration 36Q: 3 clusters Score -755007.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -755010.562500 Penalty: 4503.964355
	Iteration 37Q: 3 clusters Score -755010.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -755013.250000 Penalty: 4503.964355
	Iteration 38Q: 3 clusters Score -755013.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -755017.625000 Penalty: 4503.964355
	Iteration 39Q: 3 clusters Score -755017.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -755023.062500 Penalty: 4503.964355
	Iteration 40F: 3 clusters Score -755023.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -755025.437500 Penalty: 4503.964355
	Iteration 41Q: 3 clusters Score -755025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -755029.000000 Penalty: 4503.964355
	Iteration 42Q: 3 clusters Score -755029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -755031.750000 Penalty: 4503.964355
	Iteration 43Q: 3 clusters Score -755031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -755037.437500 Penalty: 4503.964355
	Iteration 44Q: 3 clusters Score -755037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -755038.750000 Penalty: 4503.964355
	Iteration 45Q: 3 clusters Score -755038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -755044.312500 Penalty: 4503.964355
	Iteration 46Q: 3 clusters Score -755044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -755050.687500 Penalty: 4503.964355
	Iteration 47Q: 3 clusters Score -755050.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -755054.687500 Penalty: 4503.964355
	Iteration 48Q: 3 clusters Score -755054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -755058.687500 Penalty: 4503.964355
	Iteration 49Q: 3 clusters Score -755058.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -755062.375000 Penalty: 4503.964355
	Iteration 50Q: 3 clusters Score -755062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -755064.500000 Penalty: 4503.964355
	Iteration 51Q: 3 clusters Score -755064.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -755066.500000 Penalty: 4503.964355
	Iteration 52Q: 3 clusters Score -755066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -755066.625000 Penalty: 4503.964355
	Iteration 53Q: 3 clusters Score -755066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -755069.562500 Penalty: 4503.964355
	Iteration 54Q: 3 clusters Score -755069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -755071.562500 Penalty: 4503.964355
	Iteration 55Q: 3 clusters Score -755071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -755073.312500 Penalty: 4503.964355
	Iteration 56Q: 3 clusters Score -755073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -755072.125000 Penalty: 4503.964355
	Iteration 57Q: 3 clusters Score -755072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -755073.250000 Penalty: 4503.964355
	Iteration 58Q: 3 clusters Score -755073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -755074.500000 Penalty: 4503.964355
	Iteration 59Q: 3 clusters Score -755074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -755074.250000 Penalty: 4503.964355
	Iteration 60F: 3 clusters Score -755074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -755077.312500 Penalty: 4503.964355
	Iteration 61Q: 3 clusters Score -755077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -755077.312500 Penalty: 4503.964355
	Iteration 62Q: 3 clusters Score -755077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -755079.625000 Penalty: 4503.964355
	Iteration 63Q: 3 clusters Score -755079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -755079.437500 Penalty: 4503.964355
	Iteration 64Q: 3 clusters Score -755079.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -755082.000000 Penalty: 4503.964355
	Iteration 65Q: 3 clusters Score -755082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -755086.625000 Penalty: 4503.964355
	Iteration 66Q: 3 clusters Score -755086.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -755088.187500 Penalty: 4503.964355
	Iteration 67Q: 3 clusters Score -755088.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -755093.187500 Penalty: 4503.964355
	Iteration 68Q: 3 clusters Score -755093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -755097.000000 Penalty: 4503.964355
	Iteration 69Q: 3 clusters Score -755097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -755095.250000 Penalty: 4503.964355
	Iteration 70Q: 3 clusters Score -755095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -755097.125000 Penalty: 4503.964355
	Iteration 71Q: 3 clusters Score -755097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -755097.125000 Penalty: 4503.964355
	Iteration 72F: 3 clusters Score -755097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -574649.812500 Penalty: 2197.966064
	Iteration 0F: 2 clusters Score -574649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -568751.000000 Penalty: 4395.932129
	Iteration 0F: 3 clusters Score -568751 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -570330.125000 Penalty: 4395.932129
	Iteration 1F: 3 clusters Score -570330.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -570564.500000 Penalty: 4395.932129
	Iteration 2F: 3 clusters Score -570564.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -570730.687500 Penalty: 4395.932129
	Iteration 3Q: 3 clusters Score -570730.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -570852.312500 Penalty: 4395.932129
	Iteration 4Q: 3 clusters Score -570852.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -570947.937500 Penalty: 4395.932129
	Iteration 5Q: 3 clusters Score -570947.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -571034.562500 Penalty: 4395.932129
	Iteration 6Q: 3 clusters Score -571034.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -571109.437500 Penalty: 4395.932129
	Iteration 7Q: 3 clusters Score -571109.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -571194.375000 Penalty: 4395.932129
	Iteration 8Q: 3 clusters Score -571194.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -571303.437500 Penalty: 4395.932129
	Iteration 9Q: 3 clusters Score -571303.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -571420.500000 Penalty: 4395.932129
	Iteration 10Q: 3 clusters Score -571420.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -571547.437500 Penalty: 4395.932129
	Iteration 11Q: 3 clusters Score -571547.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -571682.500000 Penalty: 4395.932129
	Iteration 12Q: 3 clusters Score -571682.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -571809.375000 Penalty: 4395.932129
	Iteration 13Q: 3 clusters Score -571809.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -571940.937500 Penalty: 4395.932129
	Iteration 14Q: 3 clusters Score -571940.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -572060.750000 Penalty: 4395.932129
	Iteration 15Q: 3 clusters Score -572060.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -572183.812500 Penalty: 4395.932129
	Iteration 16Q: 3 clusters Score -572183.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -572287.875000 Penalty: 4395.932129
	Iteration 17Q: 3 clusters Score -572287.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -572374.750000 Penalty: 4395.932129
	Iteration 18Q: 3 clusters Score -572374.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -572461.687500 Penalty: 4395.932129
	Iteration 19Q: 3 clusters Score -572461.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -572538.875000 Penalty: 4395.932129
	Iteration 20F: 3 clusters Score -572538.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -572605.000000 Penalty: 4395.932129
	Iteration 21Q: 3 clusters Score -572605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -572645.562500 Penalty: 4395.932129
	Iteration 22Q: 3 clusters Score -572645.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -572673.875000 Penalty: 4395.932129
	Iteration 23Q: 3 clusters Score -572673.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -572706.250000 Penalty: 4395.932129
	Iteration 24Q: 3 clusters Score -572706.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -572727.062500 Penalty: 4395.932129
	Iteration 25Q: 3 clusters Score -572727.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -572743.125000 Penalty: 4395.932129
	Iteration 26Q: 3 clusters Score -572743.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -572756.750000 Penalty: 4395.932129
	Iteration 27Q: 3 clusters Score -572756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -572764.875000 Penalty: 4395.932129
	Iteration 28Q: 3 clusters Score -572764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -572766.812500 Penalty: 4395.932129
	Iteration 29Q: 3 clusters Score -572766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -572768.250000 Penalty: 4395.932129
	Iteration 30Q: 3 clusters Score -572768.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -572770.875000 Penalty: 4395.932129
	Iteration 31Q: 3 clusters Score -572770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -572771.437500 Penalty: 4395.932129
	Iteration 32Q: 3 clusters Score -572771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -572771.437500 Penalty: 4395.932129
	Iteration 33F: 3 clusters Score -572771.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Entering Unmasked Estep 
Score: -585994.312500 Penalty: 2195.850586
	Iteration 0F: 2 clusters Score -585994.3 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 3491 members 
Entering Unmasked Estep 
Score: -580192.437500 Penalty: 4391.701172
	Iteration 0F: 3 clusters Score -580192.4 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -581685.812500 Penalty: 4391.701172
	Iteration 1F: 3 clusters Score -581685.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -581903.250000 Penalty: 4391.701172
	Iteration 2F: 3 clusters Score -581903.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -582045.125000 Penalty: 4391.701172
	Iteration 3Q: 3 clusters Score -582045.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -582151.375000 Penalty: 4391.701172
	Iteration 4Q: 3 clusters Score -582151.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -582235.875000 Penalty: 4391.701172
	Iteration 5Q: 3 clusters Score -582235.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -582309.250000 Penalty: 4391.701172
	Iteration 6Q: 3 clusters Score -582309.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -582380.500000 Penalty: 4391.701172
	Iteration 7Q: 3 clusters Score -582380.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -582453.000000 Penalty: 4391.701172
	Iteration 8Q: 3 clusters Score -582453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -582512.625000 Penalty: 4391.701172
	Iteration 9Q: 3 clusters Score -582512.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -582565.750000 Penalty: 4391.701172
	Iteration 10Q: 3 clusters Score -582565.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -582613.937500 Penalty: 4391.701172
	Iteration 11Q: 3 clusters Score -582613.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -582656.312500 Penalty: 4391.701172
	Iteration 12Q: 3 clusters Score -582656.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -582708.062500 Penalty: 4391.701172
	Iteration 13Q: 3 clusters Score -582708.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -582775.000000 Penalty: 4391.701172
	Iteration 14Q: 3 clusters Score -582775 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -582834.437500 Penalty: 4391.701172
	Iteration 15Q: 3 clusters Score -582834.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -582907.000000 Penalty: 4391.701172
	Iteration 16Q: 3 clusters Score -582907 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -582986.812500 Penalty: 4391.701172
	Iteration 17Q: 3 clusters Score -582986.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -583069.812500 Penalty: 4391.701172
	Iteration 18Q: 3 clusters Score -583069.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -583178.312500 Penalty: 4391.701172
	Iteration 19Q: 3 clusters Score -583178.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -583315.125000 Penalty: 4391.701172
	Iteration 20F: 3 clusters Score -583315.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -583472.625000 Penalty: 4391.701172
	Iteration 21Q: 3 clusters Score -583472.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -583674.125000 Penalty: 4391.701172
	Iteration 22Q: 3 clusters Score -583674.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -583903.062500 Penalty: 4391.701172
	Iteration 23Q: 3 clusters Score -583903.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -584155.437500 Penalty: 4391.701172
	Iteration 24Q: 3 clusters Score -584155.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -584422.562500 Penalty: 4391.701172
	Iteration 25Q: 3 clusters Score -584422.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -584636.437500 Penalty: 4391.701172
	Iteration 26Q: 3 clusters Score -584636.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -584767.250000 Penalty: 4391.701172
	Iteration 27Q: 3 clusters Score -584767.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -584862.875000 Penalty: 4391.701172
	Iteration 28Q: 3 clusters Score -584862.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -584943.250000 Penalty: 4391.701172
	Iteration 29Q: 3 clusters Score -584943.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -585016.875000 Penalty: 4391.701172
	Iteration 30Q: 3 clusters Score -585016.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -585065.500000 Penalty: 4391.701172
	Iteration 31Q: 3 clusters Score -585065.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -585092.812500 Penalty: 4391.701172
	Iteration 32Q: 3 clusters Score -585092.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -585114.937500 Penalty: 4391.701172
	Iteration 33Q: 3 clusters Score -585114.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -585131.312500 Penalty: 4391.701172
	Iteration 34Q: 3 clusters Score -585131.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -585141.500000 Penalty: 4391.701172
	Iteration 35Q: 3 clusters Score -585141.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -585152.187500 Penalty: 4391.701172
	Iteration 36Q: 3 clusters Score -585152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -585159.875000 Penalty: 4391.701172
	Iteration 37Q: 3 clusters Score -585159.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -585163.875000 Penalty: 4391.701172
	Iteration 38Q: 3 clusters Score -585163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -585169.437500 Penalty: 4391.701172
	Iteration 39Q: 3 clusters Score -585169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -585174.062500 Penalty: 4391.701172
	Iteration 40F: 3 clusters Score -585174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -585178.312500 Penalty: 4391.701172
	Iteration 41Q: 3 clusters Score -585178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -585181.312500 Penalty: 4391.701172
	Iteration 42Q: 3 clusters Score -585181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -585184.062500 Penalty: 4391.701172
	Iteration 43Q: 3 clusters Score -585184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -585186.000000 Penalty: 4391.701172
	Iteration 44Q: 3 clusters Score -585186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -585189.687500 Penalty: 4391.701172
	Iteration 45Q: 3 clusters Score -585189.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -585191.437500 Penalty: 4391.701172
	Iteration 46Q: 3 clusters Score -585191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -585191.937500 Penalty: 4391.701172
	Iteration 47Q: 3 clusters Score -585191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -585194.312500 Penalty: 4391.701172
	Iteration 48Q: 3 clusters Score -585194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -585196.875000 Penalty: 4391.701172
	Iteration 49Q: 3 clusters Score -585196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -585200.500000 Penalty: 4391.701172
	Iteration 50Q: 3 clusters Score -585200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -585204.062500 Penalty: 4391.701172
	Iteration 51Q: 3 clusters Score -585204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -585205.500000 Penalty: 4391.701172
	Iteration 52Q: 3 clusters Score -585205.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -585208.062500 Penalty: 4391.701172
	Iteration 53Q: 3 clusters Score -585208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -585210.125000 Penalty: 4391.701172
	Iteration 54Q: 3 clusters Score -585210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -585211.125000 Penalty: 4391.701172
	Iteration 55Q: 3 clusters Score -585211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -585211.750000 Penalty: 4391.701172
	Iteration 56Q: 3 clusters Score -585211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -585212.937500 Penalty: 4391.701172
	Iteration 57Q: 3 clusters Score -585212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -585213.625000 Penalty: 4391.701172
	Iteration 58Q: 3 clusters Score -585213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -585213.687500 Penalty: 4391.701172
	Iteration 59Q: 3 clusters Score -585213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -585214.312500 Penalty: 4391.701172
	Iteration 60F: 3 clusters Score -585214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -585214.312500 Penalty: 4391.701172
	Iteration 61Q: 3 clusters Score -585214.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -585216.312500 Penalty: 4391.701172
	Iteration 62Q: 3 clusters Score -585216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -585216.312500 Penalty: 4391.701172
	Iteration 63F: 3 clusters Score -585216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Entering Unmasked Estep 
Score: -1840702.000000 Penalty: 2486.056396
	Iteration 0F: 2 clusters Score -1840702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1824957.875000 Penalty: 4972.112793
	Iteration 0F: 3 clusters Score -1824958 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1830338.250000 Penalty: 4972.112793
	Iteration 1F: 3 clusters Score -1830338 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1830833.625000 Penalty: 4972.112793
	Iteration 2F: 3 clusters Score -1830834 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1831272.625000 Penalty: 4972.112793
	Iteration 3Q: 3 clusters Score -1831273 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1831701.125000 Penalty: 4972.112793
	Iteration 4Q: 3 clusters Score -1831701 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1832138.875000 Penalty: 4972.112793
	Iteration 5Q: 3 clusters Score -1832139 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1832567.750000 Penalty: 4972.112793
	Iteration 6Q: 3 clusters Score -1832568 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1833033.500000 Penalty: 4972.112793
	Iteration 7Q: 3 clusters Score -1833034 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1833529.000000 Penalty: 4972.112793
	Iteration 8Q: 3 clusters Score -1833529 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1834126.125000 Penalty: 4972.112793
	Iteration 9Q: 3 clusters Score -1834126 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1834769.375000 Penalty: 4972.112793
	Iteration 10Q: 3 clusters Score -1834769 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1835489.750000 Penalty: 4972.112793
	Iteration 11Q: 3 clusters Score -1835490 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1836185.875000 Penalty: 4972.112793
	Iteration 12Q: 3 clusters Score -1836186 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1836777.125000 Penalty: 4972.112793
	Iteration 13Q: 3 clusters Score -1836777 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1837158.875000 Penalty: 4972.112793
	Iteration 14Q: 3 clusters Score -1837159 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1837371.875000 Penalty: 4972.112793
	Iteration 15Q: 3 clusters Score -1837372 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1837514.375000 Penalty: 4972.112793
	Iteration 16Q: 3 clusters Score -1837514 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1837616.750000 Penalty: 4972.112793
	Iteration 17Q: 3 clusters Score -1837617 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1837676.625000 Penalty: 4972.112793
	Iteration 18Q: 3 clusters Score -1837677 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1837727.375000 Penalty: 4972.112793
	Iteration 19Q: 3 clusters Score -1837727 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1837763.750000 Penalty: 4972.112793
	Iteration 20F: 3 clusters Score -1837764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1837780.750000 Penalty: 4972.112793
	Iteration 21Q: 3 clusters Score -1837781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1837797.875000 Penalty: 4972.112793
	Iteration 22Q: 3 clusters Score -1837798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1837809.125000 Penalty: 4972.112793
	Iteration 23Q: 3 clusters Score -1837809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1837826.625000 Penalty: 4972.112793
	Iteration 24Q: 3 clusters Score -1837827 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1837838.000000 Penalty: 4972.112793
	Iteration 25Q: 3 clusters Score -1837838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1837861.875000 Penalty: 4972.112793
	Iteration 26Q: 3 clusters Score -1837862 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1837865.750000 Penalty: 4972.112793
	Iteration 27Q: 3 clusters Score -1837866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1837870.750000 Penalty: 4972.112793
	Iteration 28Q: 3 clusters Score -1837871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1837888.125000 Penalty: 4972.112793
	Iteration 29Q: 3 clusters Score -1837888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1837893.625000 Penalty: 4972.112793
	Iteration 30Q: 3 clusters Score -1837894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1837905.625000 Penalty: 4972.112793
	Iteration 31Q: 3 clusters Score -1837906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1837914.625000 Penalty: 4972.112793
	Iteration 32Q: 3 clusters Score -1837915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1837928.375000 Penalty: 4972.112793
	Iteration 33Q: 3 clusters Score -1837928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1837945.375000 Penalty: 4972.112793
	Iteration 34Q: 3 clusters Score -1837945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1837960.125000 Penalty: 4972.112793
	Iteration 35Q: 3 clusters Score -1837960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1837978.500000 Penalty: 4972.112793
	Iteration 36Q: 3 clusters Score -1837978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1838004.125000 Penalty: 4972.112793
	Iteration 37Q: 3 clusters Score -1838004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1838030.750000 Penalty: 4972.112793
	Iteration 38Q: 3 clusters Score -1838031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1838060.875000 Penalty: 4972.112793
	Iteration 39Q: 3 clusters Score -1838061 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1838085.000000 Penalty: 4972.112793
	Iteration 40F: 3 clusters Score -1838085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1838113.500000 Penalty: 4972.112793
	Iteration 41Q: 3 clusters Score -1838114 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1838147.000000 Penalty: 4972.112793
	Iteration 42Q: 3 clusters Score -1838147 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1838177.375000 Penalty: 4972.112793
	Iteration 43Q: 3 clusters Score -1838177 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1838224.250000 Penalty: 4972.112793
	Iteration 44Q: 3 clusters Score -1838224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1838259.125000 Penalty: 4972.112793
	Iteration 45Q: 3 clusters Score -1838259 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1838302.500000 Penalty: 4972.112793
	Iteration 46Q: 3 clusters Score -1838302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1838338.250000 Penalty: 4972.112793
	Iteration 47Q: 3 clusters Score -1838338 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1838385.000000 Penalty: 4972.112793
	Iteration 48Q: 3 clusters Score -1838385 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1838431.125000 Penalty: 4972.112793
	Iteration 49Q: 3 clusters Score -1838431 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1838472.250000 Penalty: 4972.112793
	Iteration 50Q: 3 clusters Score -1838472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1838492.000000 Penalty: 4972.112793
	Iteration 51Q: 3 clusters Score -1838492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1838523.000000 Penalty: 4972.112793
	Iteration 52Q: 3 clusters Score -1838523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1838533.375000 Penalty: 4972.112793
	Iteration 53Q: 3 clusters Score -1838533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1838548.375000 Penalty: 4972.112793
	Iteration 54Q: 3 clusters Score -1838548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1838566.125000 Penalty: 4972.112793
	Iteration 55Q: 3 clusters Score -1838566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1838565.625000 Penalty: 4972.112793
	Iteration 56Q: 3 clusters Score -1838566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1838566.000000 Penalty: 4972.112793
	Iteration 57Q: 3 clusters Score -1838566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1838569.125000 Penalty: 4972.112793
	Iteration 58Q: 3 clusters Score -1838569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1838564.750000 Penalty: 4972.112793
	Iteration 59Q: 3 clusters Score -1838565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1838571.625000 Penalty: 4972.112793
	Iteration 60F: 3 clusters Score -1838572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1838574.750000 Penalty: 4972.112793
	Iteration 61Q: 3 clusters Score -1838575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1838574.375000 Penalty: 4972.112793
	Iteration 62Q: 3 clusters Score -1838574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1838576.250000 Penalty: 4972.112793
	Iteration 63Q: 3 clusters Score -1838576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1838579.125000 Penalty: 4972.112793
	Iteration 64Q: 3 clusters Score -1838579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1838575.375000 Penalty: 4972.112793
	Iteration 65Q: 3 clusters Score -1838575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1838575.625000 Penalty: 4972.112793
	Iteration 66Q: 3 clusters Score -1838576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1838576.875000 Penalty: 4972.112793
	Iteration 67Q: 3 clusters Score -1838577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1838577.375000 Penalty: 4972.112793
	Iteration 68Q: 3 clusters Score -1838577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1838573.500000 Penalty: 4972.112793
	Iteration 69Q: 3 clusters Score -1838574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1838571.750000 Penalty: 4972.112793
	Iteration 70Q: 3 clusters Score -1838572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1838575.250000 Penalty: 4972.112793
	Iteration 71Q: 3 clusters Score -1838575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1838575.375000 Penalty: 4972.112793
	Iteration 72Q: 3 clusters Score -1838575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1838575.125000 Penalty: 4972.112793
	Iteration 73Q: 3 clusters Score -1838575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1838575.125000 Penalty: 4972.112793
	Iteration 74F: 3 clusters Score -1838575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Entering Unmasked Estep 
Score: -4706563.500000 Penalty: 2722.796875
	Iteration 0F: 2 clusters Score -4706564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -4667281.500000 Penalty: 5445.593750
	Iteration 0F: 3 clusters Score -4667282 nChanged 27185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4682420.500000 Penalty: 5445.593750
	Iteration 1F: 3 clusters Score -4682420 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4683179.000000 Penalty: 5445.593750
	Iteration 2Q: 3 clusters Score -4683179 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4684131.500000 Penalty: 5445.593750
	Iteration 3Q: 3 clusters Score -4684132 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4685340.500000 Penalty: 5445.593750
	Iteration 4Q: 3 clusters Score -4685340 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4687093.500000 Penalty: 5445.593750
	Iteration 5F: 3 clusters Score -4687094 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4689409.000000 Penalty: 5445.593750
	Iteration 6F: 3 clusters Score -4689409 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -4692156.500000 Penalty: 5445.593750
	Iteration 7F: 3 clusters Score -4692156 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -4695300.500000 Penalty: 5445.593750
	Iteration 8F: 3 clusters Score -4695300 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -4698140.000000 Penalty: 5445.593750
	Iteration 9F: 3 clusters Score -4698140 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -4700459.000000 Penalty: 5445.593750
	Iteration 10Q: 3 clusters Score -4700459 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -4702270.500000 Penalty: 5445.593750
	Iteration 11Q: 3 clusters Score -4702270 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -4703543.500000 Penalty: 5445.593750
	Iteration 12Q: 3 clusters Score -4703544 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -4704369.000000 Penalty: 5445.593750
	Iteration 13Q: 3 clusters Score -4704369 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -4704851.500000 Penalty: 5445.593750
	Iteration 14Q: 3 clusters Score -4704852 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -4705146.500000 Penalty: 5445.593750
	Iteration 15Q: 3 clusters Score -4705146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -4705274.000000 Penalty: 5445.593750
	Iteration 16Q: 3 clusters Score -4705274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -4705334.500000 Penalty: 5445.593750
	Iteration 17Q: 3 clusters Score -4705334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -4705364.500000 Penalty: 5445.593750
	Iteration 18Q: 3 clusters Score -4705364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -4705383.000000 Penalty: 5445.593750
	Iteration 19Q: 3 clusters Score -4705383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -4705388.500000 Penalty: 5445.593750
	Iteration 20F: 3 clusters Score -4705388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -4705402.500000 Penalty: 5445.593750
	Iteration 21Q: 3 clusters Score -4705402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -4705403.000000 Penalty: 5445.593750
	Iteration 22Q: 3 clusters Score -4705403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -4705411.000000 Penalty: 5445.593750
	Iteration 23Q: 3 clusters Score -4705411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -4705406.000000 Penalty: 5445.593750
	Iteration 24Q: 3 clusters Score -4705406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -4705408.500000 Penalty: 5445.593750
	Iteration 25Q: 3 clusters Score -4705408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -4705410.500000 Penalty: 5445.593750
	Iteration 26Q: 3 clusters Score -4705410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -4705410.500000 Penalty: 5445.593750
	Iteration 27Q: 3 clusters Score -4705410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -4705413.500000 Penalty: 5445.593750
	Iteration 28Q: 3 clusters Score -4705414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -4705408.500000 Penalty: 5445.593750
	Iteration 29Q: 3 clusters Score -4705408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -4705418.500000 Penalty: 5445.593750
	Iteration 30Q: 3 clusters Score -4705418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -4705414.500000 Penalty: 5445.593750
	Iteration 31Q: 3 clusters Score -4705414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -4705410.500000 Penalty: 5445.593750
	Iteration 32Q: 3 clusters Score -4705410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -4705410.500000 Penalty: 5445.593750
	Iteration 33F: 3 clusters Score -4705410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Entering Unmasked Estep 
Score: -4705385.500000 Penalty: 2718.362305
	Iteration 0F: 2 clusters Score -4705386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4666678.000000 Penalty: 5436.724609
	Iteration 0F: 3 clusters Score -4666678 nChanged 26867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4681764.500000 Penalty: 5436.724609
	Iteration 1F: 3 clusters Score -4681764 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4682549.500000 Penalty: 5436.724609
	Iteration 2Q: 3 clusters Score -4682550 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4683592.500000 Penalty: 5436.724609
	Iteration 3Q: 3 clusters Score -4683592 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4684935.500000 Penalty: 5436.724609
	Iteration 4F: 3 clusters Score -4684936 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4686804.500000 Penalty: 5436.724609
	Iteration 5F: 3 clusters Score -4686804 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4688893.000000 Penalty: 5436.724609
	Iteration 6F: 3 clusters Score -4688893 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4691072.000000 Penalty: 5436.724609
	Iteration 7F: 3 clusters Score -4691072 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4693086.000000 Penalty: 5436.724609
	Iteration 8F: 3 clusters Score -4693086 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4694719.500000 Penalty: 5436.724609
	Iteration 9Q: 3 clusters Score -4694720 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4696094.000000 Penalty: 5436.724609
	Iteration 10Q: 3 clusters Score -4696094 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4697407.000000 Penalty: 5436.724609
	Iteration 11Q: 3 clusters Score -4697407 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4698698.000000 Penalty: 5436.724609
	Iteration 12Q: 3 clusters Score -4698698 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4699884.000000 Penalty: 5436.724609
	Iteration 13Q: 3 clusters Score -4699884 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4700924.500000 Penalty: 5436.724609
	Iteration 14Q: 3 clusters Score -4700924 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4701723.000000 Penalty: 5436.724609
	Iteration 15Q: 3 clusters Score -4701723 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4702204.500000 Penalty: 5436.724609
	Iteration 16Q: 3 clusters Score -4702204 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4702467.500000 Penalty: 5436.724609
	Iteration 17Q: 3 clusters Score -4702468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4702632.500000 Penalty: 5436.724609
	Iteration 18Q: 3 clusters Score -4702632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4702725.500000 Penalty: 5436.724609
	Iteration 19Q: 3 clusters Score -4702726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4702784.000000 Penalty: 5436.724609
	Iteration 20F: 3 clusters Score -4702784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4702843.500000 Penalty: 5436.724609
	Iteration 21Q: 3 clusters Score -4702844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4702874.500000 Penalty: 5436.724609
	Iteration 22Q: 3 clusters Score -4702874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4702906.500000 Penalty: 5436.724609
	Iteration 23Q: 3 clusters Score -4702906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4702945.000000 Penalty: 5436.724609
	Iteration 24Q: 3 clusters Score -4702945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4702973.000000 Penalty: 5436.724609
	Iteration 25Q: 3 clusters Score -4702973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4703002.500000 Penalty: 5436.724609
	Iteration 26Q: 3 clusters Score -4703002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57234 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4703031.500000 Penalty: 5436.724609
	Iteration 27Q: 3 clusters Score -4703032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4703040.500000 Penalty: 5436.724609
	Iteration 28Q: 3 clusters Score -4703040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4703053.000000 Penalty: 5436.724609
	Iteration 29Q: 3 clusters Score -4703053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4703062.500000 Penalty: 5436.724609
	Iteration 30Q: 3 clusters Score -4703062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4703061.000000 Penalty: 5436.724609
	Iteration 31Q: 3 clusters Score -4703061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4703065.000000 Penalty: 5436.724609
	Iteration 32Q: 3 clusters Score -4703065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4703065.000000 Penalty: 5436.724609
	Iteration 33F: 3 clusters Score -4703065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -773158.375000 Penalty: 2275.714111
	Iteration 0F: 2 clusters Score -773158.4 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: -765773.937500 Penalty: 4551.428223
	Iteration 0F: 3 clusters Score -765773.9 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -767884.687500 Penalty: 4551.428223
	Iteration 1F: 3 clusters Score -767884.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -768231.187500 Penalty: 4551.428223
	Iteration 2F: 3 clusters Score -768231.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -768548.250000 Penalty: 4551.428223
	Iteration 3F: 3 clusters Score -768548.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -768895.937500 Penalty: 4551.428223
	Iteration 4F: 3 clusters Score -768895.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -769345.125000 Penalty: 4551.428223
	Iteration 5F: 3 clusters Score -769345.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -769849.562500 Penalty: 4551.428223
	Iteration 6F: 3 clusters Score -769849.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -770323.937500 Penalty: 4551.428223
	Iteration 7F: 3 clusters Score -770323.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -770724.625000 Penalty: 4551.428223
	Iteration 8F: 3 clusters Score -770724.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -771059.125000 Penalty: 4551.428223
	Iteration 9Q: 3 clusters Score -771059.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -771300.500000 Penalty: 4551.428223
	Iteration 10Q: 3 clusters Score -771300.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -771450.000000 Penalty: 4551.428223
	Iteration 11Q: 3 clusters Score -771450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -771527.437500 Penalty: 4551.428223
	Iteration 12Q: 3 clusters Score -771527.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -771581.750000 Penalty: 4551.428223
	Iteration 13Q: 3 clusters Score -771581.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -771624.000000 Penalty: 4551.428223
	Iteration 14Q: 3 clusters Score -771624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -771644.375000 Penalty: 4551.428223
	Iteration 15Q: 3 clusters Score -771644.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -771659.875000 Penalty: 4551.428223
	Iteration 16Q: 3 clusters Score -771659.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -771676.937500 Penalty: 4551.428223
	Iteration 17Q: 3 clusters Score -771676.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -771687.500000 Penalty: 4551.428223
	Iteration 18Q: 3 clusters Score -771687.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -771694.375000 Penalty: 4551.428223
	Iteration 19Q: 3 clusters Score -771694.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -771698.937500 Penalty: 4551.428223
	Iteration 20F: 3 clusters Score -771698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -771704.312500 Penalty: 4551.428223
	Iteration 21Q: 3 clusters Score -771704.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -771707.000000 Penalty: 4551.428223
	Iteration 22Q: 3 clusters Score -771707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -771707.562500 Penalty: 4551.428223
	Iteration 23Q: 3 clusters Score -771707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -771712.500000 Penalty: 4551.428223
	Iteration 24Q: 3 clusters Score -771712.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -771715.562500 Penalty: 4551.428223
	Iteration 25Q: 3 clusters Score -771715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -771719.125000 Penalty: 4551.428223
	Iteration 26Q: 3 clusters Score -771719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -771721.375000 Penalty: 4551.428223
	Iteration 27Q: 3 clusters Score -771721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -771725.250000 Penalty: 4551.428223
	Iteration 28Q: 3 clusters Score -771725.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -771728.687500 Penalty: 4551.428223
	Iteration 29Q: 3 clusters Score -771728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -771729.000000 Penalty: 4551.428223
	Iteration 30Q: 3 clusters Score -771729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -771736.062500 Penalty: 4551.428223
	Iteration 31Q: 3 clusters Score -771736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -771737.750000 Penalty: 4551.428223
	Iteration 32Q: 3 clusters Score -771737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -771742.625000 Penalty: 4551.428223
	Iteration 33Q: 3 clusters Score -771742.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -771747.125000 Penalty: 4551.428223
	Iteration 34Q: 3 clusters Score -771747.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -771749.562500 Penalty: 4551.428223
	Iteration 35Q: 3 clusters Score -771749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -771750.250000 Penalty: 4551.428223
	Iteration 36Q: 3 clusters Score -771750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -771754.812500 Penalty: 4551.428223
	Iteration 37Q: 3 clusters Score -771754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -771756.625000 Penalty: 4551.428223
	Iteration 38Q: 3 clusters Score -771756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -771762.062500 Penalty: 4551.428223
	Iteration 39Q: 3 clusters Score -771762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -771761.687500 Penalty: 4551.428223
	Iteration 40F: 3 clusters Score -771761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -771763.937500 Penalty: 4551.428223
	Iteration 41Q: 3 clusters Score -771763.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -771763.937500 Penalty: 4551.428223
	Iteration 42F: 3 clusters Score -771763.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -124272.406250 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -124272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121863.242188 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -121863.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122240.734375 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -122240.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -122345.226562 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -122345.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -122401.632812 Penalty: 3672.220459
	Iteration 3Q: 3 clusters Score -122401.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122446.101562 Penalty: 3672.220459
	Iteration 4Q: 3 clusters Score -122446.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -122481.335938 Penalty: 3672.220459
	Iteration 5Q: 3 clusters Score -122481.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -122504.156250 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -122504.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -122521.781250 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -122521.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -122532.687500 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -122532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122542.875000 Penalty: 3672.220459
	Iteration 9Q: 3 clusters Score -122542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -122555.257812 Penalty: 3672.220459
	Iteration 10Q: 3 clusters Score -122555.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -122565.125000 Penalty: 3672.220459
	Iteration 11Q: 3 clusters Score -122565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122572.085938 Penalty: 3672.220459
	Iteration 12Q: 3 clusters Score -122572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122577.656250 Penalty: 3672.220459
	Iteration 13Q: 3 clusters Score -122577.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122579.664062 Penalty: 3672.220459
	Iteration 14Q: 3 clusters Score -122579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122581.531250 Penalty: 3672.220459
	Iteration 15Q: 3 clusters Score -122581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -122582.828125 Penalty: 3672.220459
	Iteration 16Q: 3 clusters Score -122582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122583.218750 Penalty: 3672.220459
	Iteration 17Q: 3 clusters Score -122583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -122583.218750 Penalty: 3672.220459
	Iteration 18F: 3 clusters Score -122583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Entering Unmasked Estep 
Score: -1680545.375000 Penalty: 2451.003906
	Iteration 0F: 2 clusters Score -1680545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1666705.000000 Penalty: 4902.007812
	Iteration 0F: 3 clusters Score -1666705 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1671499.125000 Penalty: 4902.007812
	Iteration 1F: 3 clusters Score -1671499 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1672141.375000 Penalty: 4902.007812
	Iteration 2F: 3 clusters Score -1672141 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1672796.625000 Penalty: 4902.007812
	Iteration 3F: 3 clusters Score -1672797 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1673548.625000 Penalty: 4902.007812
	Iteration 4F: 3 clusters Score -1673549 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1674437.000000 Penalty: 4902.007812
	Iteration 5F: 3 clusters Score -1674437 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1675303.375000 Penalty: 4902.007812
	Iteration 6F: 3 clusters Score -1675303 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1676010.125000 Penalty: 4902.007812
	Iteration 7F: 3 clusters Score -1676010 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1676501.125000 Penalty: 4902.007812
	Iteration 8Q: 3 clusters Score -1676501 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1676793.625000 Penalty: 4902.007812
	Iteration 9Q: 3 clusters Score -1676794 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1676960.000000 Penalty: 4902.007812
	Iteration 10Q: 3 clusters Score -1676960 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1677071.875000 Penalty: 4902.007812
	Iteration 11Q: 3 clusters Score -1677072 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1677142.000000 Penalty: 4902.007812
	Iteration 12Q: 3 clusters Score -1677142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1677194.000000 Penalty: 4902.007812
	Iteration 13Q: 3 clusters Score -1677194 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1677234.500000 Penalty: 4902.007812
	Iteration 14Q: 3 clusters Score -1677234 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1677258.000000 Penalty: 4902.007812
	Iteration 15Q: 3 clusters Score -1677258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1677285.000000 Penalty: 4902.007812
	Iteration 16Q: 3 clusters Score -1677285 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1677327.125000 Penalty: 4902.007812
	Iteration 17Q: 3 clusters Score -1677327 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1677360.750000 Penalty: 4902.007812
	Iteration 18Q: 3 clusters Score -1677361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1677386.125000 Penalty: 4902.007812
	Iteration 19Q: 3 clusters Score -1677386 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1677413.500000 Penalty: 4902.007812
	Iteration 20F: 3 clusters Score -1677414 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1677441.375000 Penalty: 4902.007812
	Iteration 21Q: 3 clusters Score -1677441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1677461.875000 Penalty: 4902.007812
	Iteration 22Q: 3 clusters Score -1677462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1677475.625000 Penalty: 4902.007812
	Iteration 23Q: 3 clusters Score -1677476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1677506.625000 Penalty: 4902.007812
	Iteration 24Q: 3 clusters Score -1677507 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1677539.500000 Penalty: 4902.007812
	Iteration 25Q: 3 clusters Score -1677540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1677580.375000 Penalty: 4902.007812
	Iteration 26Q: 3 clusters Score -1677580 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1677606.625000 Penalty: 4902.007812
	Iteration 27Q: 3 clusters Score -1677607 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1677651.125000 Penalty: 4902.007812
	Iteration 28Q: 3 clusters Score -1677651 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1677684.750000 Penalty: 4902.007812
	Iteration 29Q: 3 clusters Score -1677685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1677706.750000 Penalty: 4902.007812
	Iteration 30Q: 3 clusters Score -1677707 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1677743.625000 Penalty: 4902.007812
	Iteration 31Q: 3 clusters Score -1677744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1677767.250000 Penalty: 4902.007812
	Iteration 32Q: 3 clusters Score -1677767 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1677789.875000 Penalty: 4902.007812
	Iteration 33Q: 3 clusters Score -1677790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1677804.375000 Penalty: 4902.007812
	Iteration 34Q: 3 clusters Score -1677804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1677827.500000 Penalty: 4902.007812
	Iteration 35Q: 3 clusters Score -1677828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1677859.750000 Penalty: 4902.007812
	Iteration 36Q: 3 clusters Score -1677860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1677895.625000 Penalty: 4902.007812
	Iteration 37Q: 3 clusters Score -1677896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1677919.000000 Penalty: 4902.007812
	Iteration 38Q: 3 clusters Score -1677919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1677951.000000 Penalty: 4902.007812
	Iteration 39Q: 3 clusters Score -1677951 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1677985.000000 Penalty: 4902.007812
	Iteration 40F: 3 clusters Score -1677985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1678004.750000 Penalty: 4902.007812
	Iteration 41Q: 3 clusters Score -1678005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1678034.375000 Penalty: 4902.007812
	Iteration 42Q: 3 clusters Score -1678034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1678057.000000 Penalty: 4902.007812
	Iteration 43Q: 3 clusters Score -1678057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1678090.500000 Penalty: 4902.007812
	Iteration 44Q: 3 clusters Score -1678090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1678112.500000 Penalty: 4902.007812
	Iteration 45Q: 3 clusters Score -1678112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1678137.000000 Penalty: 4902.007812
	Iteration 46Q: 3 clusters Score -1678137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1678154.875000 Penalty: 4902.007812
	Iteration 47Q: 3 clusters Score -1678155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1678164.750000 Penalty: 4902.007812
	Iteration 48Q: 3 clusters Score -1678165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1678183.375000 Penalty: 4902.007812
	Iteration 49Q: 3 clusters Score -1678183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1678210.250000 Penalty: 4902.007812
	Iteration 50Q: 3 clusters Score -1678210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1678221.875000 Penalty: 4902.007812
	Iteration 51Q: 3 clusters Score -1678222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1678238.625000 Penalty: 4902.007812
	Iteration 52Q: 3 clusters Score -1678239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1678257.125000 Penalty: 4902.007812
	Iteration 53Q: 3 clusters Score -1678257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1678271.250000 Penalty: 4902.007812
	Iteration 54Q: 3 clusters Score -1678271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1678281.250000 Penalty: 4902.007812
	Iteration 55Q: 3 clusters Score -1678281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1678295.375000 Penalty: 4902.007812
	Iteration 56Q: 3 clusters Score -1678295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1678301.000000 Penalty: 4902.007812
	Iteration 57Q: 3 clusters Score -1678301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1678309.625000 Penalty: 4902.007812
	Iteration 58Q: 3 clusters Score -1678310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1678316.125000 Penalty: 4902.007812
	Iteration 59Q: 3 clusters Score -1678316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1678322.500000 Penalty: 4902.007812
	Iteration 60F: 3 clusters Score -1678322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1678323.625000 Penalty: 4902.007812
	Iteration 61Q: 3 clusters Score -1678324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1678326.750000 Penalty: 4902.007812
	Iteration 62Q: 3 clusters Score -1678327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1678327.500000 Penalty: 4902.007812
	Iteration 63Q: 3 clusters Score -1678328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1678328.375000 Penalty: 4902.007812
	Iteration 64Q: 3 clusters Score -1678328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1678333.625000 Penalty: 4902.007812
	Iteration 65Q: 3 clusters Score -1678334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1678338.250000 Penalty: 4902.007812
	Iteration 66Q: 3 clusters Score -1678338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1678336.500000 Penalty: 4902.007812
	Iteration 67Q: 3 clusters Score -1678336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1678343.500000 Penalty: 4902.007812
	Iteration 68Q: 3 clusters Score -1678344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1678345.750000 Penalty: 4902.007812
	Iteration 69Q: 3 clusters Score -1678346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1678348.375000 Penalty: 4902.007812
	Iteration 70Q: 3 clusters Score -1678348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1678350.750000 Penalty: 4902.007812
	Iteration 71Q: 3 clusters Score -1678351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1678353.750000 Penalty: 4902.007812
	Iteration 72Q: 3 clusters Score -1678354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1678351.750000 Penalty: 4902.007812
	Iteration 73Q: 3 clusters Score -1678352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1678353.000000 Penalty: 4902.007812
	Iteration 74Q: 3 clusters Score -1678353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1678358.375000 Penalty: 4902.007812
	Iteration 75Q: 3 clusters Score -1678358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1678357.375000 Penalty: 4902.007812
	Iteration 76Q: 3 clusters Score -1678357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1678360.000000 Penalty: 4902.007812
	Iteration 77Q: 3 clusters Score -1678360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1678360.000000 Penalty: 4902.007812
	Iteration 78F: 3 clusters Score -1678360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Entering Unmasked Estep 
Score: -1345093.500000 Penalty: 2408.687012
	Iteration 0F: 2 clusters Score -1345094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1333295.000000 Penalty: 4817.374023
	Iteration 0F: 3 clusters Score -1333295 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1337118.250000 Penalty: 4817.374023
	Iteration 1F: 3 clusters Score -1337118 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1337480.750000 Penalty: 4817.374023
	Iteration 2F: 3 clusters Score -1337481 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1337769.000000 Penalty: 4817.374023
	Iteration 3Q: 3 clusters Score -1337769 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1338035.875000 Penalty: 4817.374023
	Iteration 4Q: 3 clusters Score -1338036 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1338281.000000 Penalty: 4817.374023
	Iteration 5Q: 3 clusters Score -1338281 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1338542.125000 Penalty: 4817.374023
	Iteration 6Q: 3 clusters Score -1338542 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1338798.250000 Penalty: 4817.374023
	Iteration 7Q: 3 clusters Score -1338798 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1339129.000000 Penalty: 4817.374023
	Iteration 8Q: 3 clusters Score -1339129 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1339529.125000 Penalty: 4817.374023
	Iteration 9Q: 3 clusters Score -1339529 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1340022.000000 Penalty: 4817.374023
	Iteration 10Q: 3 clusters Score -1340022 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1340539.875000 Penalty: 4817.374023
	Iteration 11Q: 3 clusters Score -1340540 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1341019.250000 Penalty: 4817.374023
	Iteration 12Q: 3 clusters Score -1341019 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1341438.250000 Penalty: 4817.374023
	Iteration 13Q: 3 clusters Score -1341438 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1341763.125000 Penalty: 4817.374023
	Iteration 14Q: 3 clusters Score -1341763 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1342013.500000 Penalty: 4817.374023
	Iteration 15Q: 3 clusters Score -1342014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1342227.875000 Penalty: 4817.374023
	Iteration 16Q: 3 clusters Score -1342228 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1342392.250000 Penalty: 4817.374023
	Iteration 17Q: 3 clusters Score -1342392 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1342528.375000 Penalty: 4817.374023
	Iteration 18Q: 3 clusters Score -1342528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1342647.500000 Penalty: 4817.374023
	Iteration 19Q: 3 clusters Score -1342648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1342746.625000 Penalty: 4817.374023
	Iteration 20F: 3 clusters Score -1342747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1342815.125000 Penalty: 4817.374023
	Iteration 21Q: 3 clusters Score -1342815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1342861.125000 Penalty: 4817.374023
	Iteration 22Q: 3 clusters Score -1342861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1342894.250000 Penalty: 4817.374023
	Iteration 23Q: 3 clusters Score -1342894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1342916.250000 Penalty: 4817.374023
	Iteration 24Q: 3 clusters Score -1342916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1342937.750000 Penalty: 4817.374023
	Iteration 25Q: 3 clusters Score -1342938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1342950.750000 Penalty: 4817.374023
	Iteration 26Q: 3 clusters Score -1342951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1342970.125000 Penalty: 4817.374023
	Iteration 27Q: 3 clusters Score -1342970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1342981.750000 Penalty: 4817.374023
	Iteration 28Q: 3 clusters Score -1342982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1342992.125000 Penalty: 4817.374023
	Iteration 29Q: 3 clusters Score -1342992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1342996.125000 Penalty: 4817.374023
	Iteration 30Q: 3 clusters Score -1342996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1342999.625000 Penalty: 4817.374023
	Iteration 31Q: 3 clusters Score -1343000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1343002.875000 Penalty: 4817.374023
	Iteration 32Q: 3 clusters Score -1343003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1343003.375000 Penalty: 4817.374023
	Iteration 33Q: 3 clusters Score -1343003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1343005.125000 Penalty: 4817.374023
	Iteration 34Q: 3 clusters Score -1343005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1343005.125000 Penalty: 4817.374023
	Iteration 35F: 3 clusters Score -1343005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -136481.250000 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -136481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134053.734375 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -134053.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134429.078125 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -134429.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134530.500000 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -134530.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134604.921875 Penalty: 3691.476318
	Iteration 3Q: 3 clusters Score -134604.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134648.484375 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -134648.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134687.953125 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -134688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -134717.937500 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -134717.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134756.390625 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -134756.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134785.468750 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -134785.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134799.859375 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -134799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134812.703125 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -134812.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134830.109375 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -134830.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134841.437500 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -134841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134846.671875 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -134846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -134850.875000 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -134850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134855.234375 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -134855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134860.750000 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -134860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134865.406250 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -134865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134867.593750 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -134867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134869.875000 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -134869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134872.906250 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -134872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134873.765625 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -134873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134874.296875 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -134874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134875.078125 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -134875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134875.234375 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -134875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134875.234375 Penalty: 3691.476318
	Iteration 25F: 3 clusters Score -134875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -223160.500000 Penalty: 1967.047729
	Iteration 0F: 2 clusters Score -223160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -220050.562500 Penalty: 3934.095459
	Iteration 0F: 3 clusters Score -220050.6 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -220814.265625 Penalty: 3934.095459
	Iteration 1F: 3 clusters Score -220814.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -221061.921875 Penalty: 3934.095459
	Iteration 2F: 3 clusters Score -221061.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -221239.421875 Penalty: 3934.095459
	Iteration 3F: 3 clusters Score -221239.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -221402.218750 Penalty: 3934.095459
	Iteration 4F: 3 clusters Score -221402.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -221535.046875 Penalty: 3934.095459
	Iteration 5Q: 3 clusters Score -221535 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -221655.265625 Penalty: 3934.095459
	Iteration 6Q: 3 clusters Score -221655.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -221745.656250 Penalty: 3934.095459
	Iteration 7Q: 3 clusters Score -221745.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -221815.734375 Penalty: 3934.095459
	Iteration 8Q: 3 clusters Score -221815.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -221867.781250 Penalty: 3934.095459
	Iteration 9Q: 3 clusters Score -221867.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -221902.796875 Penalty: 3934.095459
	Iteration 10Q: 3 clusters Score -221902.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -221925.812500 Penalty: 3934.095459
	Iteration 11Q: 3 clusters Score -221925.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -221943.062500 Penalty: 3934.095459
	Iteration 12Q: 3 clusters Score -221943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -221952.921875 Penalty: 3934.095459
	Iteration 13Q: 3 clusters Score -221952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -221962.796875 Penalty: 3934.095459
	Iteration 14Q: 3 clusters Score -221962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -221969.484375 Penalty: 3934.095459
	Iteration 15Q: 3 clusters Score -221969.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -221973.875000 Penalty: 3934.095459
	Iteration 16Q: 3 clusters Score -221973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -221978.000000 Penalty: 3934.095459
	Iteration 17Q: 3 clusters Score -221978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -221979.500000 Penalty: 3934.095459
	Iteration 18Q: 3 clusters Score -221979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -221981.421875 Penalty: 3934.095459
	Iteration 19Q: 3 clusters Score -221981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -221983.046875 Penalty: 3934.095459
	Iteration 20F: 3 clusters Score -221983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -216989.171875 Penalty: 1964.720825
	Iteration 0F: 2 clusters Score -216989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -213954.328125 Penalty: 3929.441650
	Iteration 0F: 3 clusters Score -213954.3 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -214722.578125 Penalty: 3929.441650
	Iteration 1F: 3 clusters Score -214722.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -214980.656250 Penalty: 3929.441650
	Iteration 2F: 3 clusters Score -214980.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -215217.406250 Penalty: 3929.441650
	Iteration 3F: 3 clusters Score -215217.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -215416.453125 Penalty: 3929.441650
	Iteration 4F: 3 clusters Score -215416.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -215579.343750 Penalty: 3929.441650
	Iteration 5F: 3 clusters Score -215579.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -215692.578125 Penalty: 3929.441650
	Iteration 6Q: 3 clusters Score -215692.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -215755.187500 Penalty: 3929.441650
	Iteration 7Q: 3 clusters Score -215755.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -215802.140625 Penalty: 3929.441650
	Iteration 8Q: 3 clusters Score -215802.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -215836.453125 Penalty: 3929.441650
	Iteration 9Q: 3 clusters Score -215836.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -215858.468750 Penalty: 3929.441650
	Iteration 10Q: 3 clusters Score -215858.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -215877.031250 Penalty: 3929.441650
	Iteration 11Q: 3 clusters Score -215877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -215902.437500 Penalty: 3929.441650
	Iteration 12Q: 3 clusters Score -215902.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -215931.953125 Penalty: 3929.441650
	Iteration 13Q: 3 clusters Score -215932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -215956.281250 Penalty: 3929.441650
	Iteration 14Q: 3 clusters Score -215956.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -215983.312500 Penalty: 3929.441650
	Iteration 15Q: 3 clusters Score -215983.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -216016.109375 Penalty: 3929.441650
	Iteration 16Q: 3 clusters Score -216016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -216054.562500 Penalty: 3929.441650
	Iteration 17Q: 3 clusters Score -216054.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -216089.843750 Penalty: 3929.441650
	Iteration 18Q: 3 clusters Score -216089.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -216118.937500 Penalty: 3929.441650
	Iteration 19Q: 3 clusters Score -216118.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -216142.750000 Penalty: 3929.441650
	Iteration 20F: 3 clusters Score -216142.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -216159.328125 Penalty: 3929.441650
	Iteration 21Q: 3 clusters Score -216159.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -216175.421875 Penalty: 3929.441650
	Iteration 22Q: 3 clusters Score -216175.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -216187.234375 Penalty: 3929.441650
	Iteration 23Q: 3 clusters Score -216187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -216193.609375 Penalty: 3929.441650
	Iteration 24Q: 3 clusters Score -216193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -216201.562500 Penalty: 3929.441650
	Iteration 25Q: 3 clusters Score -216201.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -216210.953125 Penalty: 3929.441650
	Iteration 26Q: 3 clusters Score -216211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -216222.421875 Penalty: 3929.441650
	Iteration 27Q: 3 clusters Score -216222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -216235.875000 Penalty: 3929.441650
	Iteration 28Q: 3 clusters Score -216235.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -216265.218750 Penalty: 3929.441650
	Iteration 29Q: 3 clusters Score -216265.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -216340.343750 Penalty: 3929.441650
	Iteration 30Q: 3 clusters Score -216340.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -216399.656250 Penalty: 3929.441650
	Iteration 31Q: 3 clusters Score -216399.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -216434.750000 Penalty: 3929.441650
	Iteration 32Q: 3 clusters Score -216434.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -216452.718750 Penalty: 3929.441650
	Iteration 33Q: 3 clusters Score -216452.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -216460.312500 Penalty: 3929.441650
	Iteration 34Q: 3 clusters Score -216460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -216461.984375 Penalty: 3929.441650
	Iteration 35Q: 3 clusters Score -216462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -216462.640625 Penalty: 3929.441650
	Iteration 36Q: 3 clusters Score -216462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -216462.765625 Penalty: 3929.441650
	Iteration 37Q: 3 clusters Score -216462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -216462.765625 Penalty: 3929.441650
	Iteration 38F: 3 clusters Score -216462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Entering Unmasked Estep 
Score: -780738.187500 Penalty: 2307.553223
	Iteration 0F: 2 clusters Score -780738.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -772500.187500 Penalty: 4615.106445
	Iteration 0F: 3 clusters Score -772500.2 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -775275.250000 Penalty: 4615.106445
	Iteration 1F: 3 clusters Score -775275.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -775756.562500 Penalty: 4615.106445
	Iteration 2F: 3 clusters Score -775756.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -776100.250000 Penalty: 4615.106445
	Iteration 3F: 3 clusters Score -776100.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -776395.500000 Penalty: 4615.106445
	Iteration 4Q: 3 clusters Score -776395.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -776685.187500 Penalty: 4615.106445
	Iteration 5Q: 3 clusters Score -776685.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -777045.562500 Penalty: 4615.106445
	Iteration 6Q: 3 clusters Score -777045.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -777487.000000 Penalty: 4615.106445
	Iteration 7Q: 3 clusters Score -777487 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -777905.875000 Penalty: 4615.106445
	Iteration 8Q: 3 clusters Score -777905.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -778278.437500 Penalty: 4615.106445
	Iteration 9Q: 3 clusters Score -778278.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -778564.812500 Penalty: 4615.106445
	Iteration 10Q: 3 clusters Score -778564.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -778756.250000 Penalty: 4615.106445
	Iteration 11Q: 3 clusters Score -778756.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -778906.375000 Penalty: 4615.106445
	Iteration 12Q: 3 clusters Score -778906.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -779009.375000 Penalty: 4615.106445
	Iteration 13Q: 3 clusters Score -779009.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -779081.000000 Penalty: 4615.106445
	Iteration 14Q: 3 clusters Score -779081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -779132.250000 Penalty: 4615.106445
	Iteration 15Q: 3 clusters Score -779132.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -779162.812500 Penalty: 4615.106445
	Iteration 16Q: 3 clusters Score -779162.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -779186.562500 Penalty: 4615.106445
	Iteration 17Q: 3 clusters Score -779186.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -779210.125000 Penalty: 4615.106445
	Iteration 18Q: 3 clusters Score -779210.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -779238.375000 Penalty: 4615.106445
	Iteration 19Q: 3 clusters Score -779238.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -779269.562500 Penalty: 4615.106445
	Iteration 20F: 3 clusters Score -779269.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -779302.000000 Penalty: 4615.106445
	Iteration 21Q: 3 clusters Score -779302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -779333.687500 Penalty: 4615.106445
	Iteration 22Q: 3 clusters Score -779333.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -779366.500000 Penalty: 4615.106445
	Iteration 23Q: 3 clusters Score -779366.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -779401.000000 Penalty: 4615.106445
	Iteration 24Q: 3 clusters Score -779401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -779420.687500 Penalty: 4615.106445
	Iteration 25Q: 3 clusters Score -779420.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -779437.750000 Penalty: 4615.106445
	Iteration 26Q: 3 clusters Score -779437.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -779454.375000 Penalty: 4615.106445
	Iteration 27Q: 3 clusters Score -779454.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -779469.437500 Penalty: 4615.106445
	Iteration 28Q: 3 clusters Score -779469.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -779486.562500 Penalty: 4615.106445
	Iteration 29Q: 3 clusters Score -779486.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -779498.062500 Penalty: 4615.106445
	Iteration 30Q: 3 clusters Score -779498.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -779512.187500 Penalty: 4615.106445
	Iteration 31Q: 3 clusters Score -779512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -779524.750000 Penalty: 4615.106445
	Iteration 32Q: 3 clusters Score -779524.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -779535.375000 Penalty: 4615.106445
	Iteration 33Q: 3 clusters Score -779535.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -779545.500000 Penalty: 4615.106445
	Iteration 34Q: 3 clusters Score -779545.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -779551.875000 Penalty: 4615.106445
	Iteration 35Q: 3 clusters Score -779551.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -779561.687500 Penalty: 4615.106445
	Iteration 36Q: 3 clusters Score -779561.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -779569.312500 Penalty: 4615.106445
	Iteration 37Q: 3 clusters Score -779569.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -779577.812500 Penalty: 4615.106445
	Iteration 38Q: 3 clusters Score -779577.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -779587.125000 Penalty: 4615.106445
	Iteration 39Q: 3 clusters Score -779587.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -779595.375000 Penalty: 4615.106445
	Iteration 40F: 3 clusters Score -779595.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -779599.625000 Penalty: 4615.106445
	Iteration 41Q: 3 clusters Score -779599.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -779607.625000 Penalty: 4615.106445
	Iteration 42Q: 3 clusters Score -779607.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -779611.125000 Penalty: 4615.106445
	Iteration 43Q: 3 clusters Score -779611.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -779621.750000 Penalty: 4615.106445
	Iteration 44Q: 3 clusters Score -779621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -779627.437500 Penalty: 4615.106445
	Iteration 45Q: 3 clusters Score -779627.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -779639.000000 Penalty: 4615.106445
	Iteration 46Q: 3 clusters Score -779639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -779642.625000 Penalty: 4615.106445
	Iteration 47Q: 3 clusters Score -779642.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -779648.187500 Penalty: 4615.106445
	Iteration 48Q: 3 clusters Score -779648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -779652.812500 Penalty: 4615.106445
	Iteration 49Q: 3 clusters Score -779652.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -779651.250000 Penalty: 4615.106445
	Iteration 50Q: 3 clusters Score -779651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -779653.875000 Penalty: 4615.106445
	Iteration 51Q: 3 clusters Score -779653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -779661.375000 Penalty: 4615.106445
	Iteration 52Q: 3 clusters Score -779661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -779662.187500 Penalty: 4615.106445
	Iteration 53Q: 3 clusters Score -779662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -779666.625000 Penalty: 4615.106445
	Iteration 54Q: 3 clusters Score -779666.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -779668.937500 Penalty: 4615.106445
	Iteration 55Q: 3 clusters Score -779668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -779672.125000 Penalty: 4615.106445
	Iteration 56Q: 3 clusters Score -779672.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -779673.187500 Penalty: 4615.106445
	Iteration 57Q: 3 clusters Score -779673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -779674.875000 Penalty: 4615.106445
	Iteration 58Q: 3 clusters Score -779674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -779681.125000 Penalty: 4615.106445
	Iteration 59Q: 3 clusters Score -779681.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -779685.875000 Penalty: 4615.106445
	Iteration 60F: 3 clusters Score -779685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -779689.062500 Penalty: 4615.106445
	Iteration 61Q: 3 clusters Score -779689.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -779692.375000 Penalty: 4615.106445
	Iteration 62Q: 3 clusters Score -779692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -779694.937500 Penalty: 4615.106445
	Iteration 63Q: 3 clusters Score -779694.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -779699.750000 Penalty: 4615.106445
	Iteration 64Q: 3 clusters Score -779699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -779706.125000 Penalty: 4615.106445
	Iteration 65Q: 3 clusters Score -779706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -779709.562500 Penalty: 4615.106445
	Iteration 66Q: 3 clusters Score -779709.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -779715.687500 Penalty: 4615.106445
	Iteration 67Q: 3 clusters Score -779715.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -779719.187500 Penalty: 4615.106445
	Iteration 68Q: 3 clusters Score -779719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -779722.562500 Penalty: 4615.106445
	Iteration 69Q: 3 clusters Score -779722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -779727.437500 Penalty: 4615.106445
	Iteration 70Q: 3 clusters Score -779727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -779729.625000 Penalty: 4615.106445
	Iteration 71Q: 3 clusters Score -779729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -779729.125000 Penalty: 4615.106445
	Iteration 72Q: 3 clusters Score -779729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -779731.375000 Penalty: 4615.106445
	Iteration 73Q: 3 clusters Score -779731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -779734.625000 Penalty: 4615.106445
	Iteration 74Q: 3 clusters Score -779734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -779735.750000 Penalty: 4615.106445
	Iteration 75Q: 3 clusters Score -779735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -779736.750000 Penalty: 4615.106445
	Iteration 76Q: 3 clusters Score -779736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -779735.812500 Penalty: 4615.106445
	Iteration 77Q: 3 clusters Score -779735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -779737.375000 Penalty: 4615.106445
	Iteration 78Q: 3 clusters Score -779737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -779738.937500 Penalty: 4615.106445
	Iteration 79Q: 3 clusters Score -779738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -779741.062500 Penalty: 4615.106445
	Iteration 80F: 3 clusters Score -779741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -779743.500000 Penalty: 4615.106445
	Iteration 81Q: 3 clusters Score -779743.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -779744.312500 Penalty: 4615.106445
	Iteration 82Q: 3 clusters Score -779744.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -779748.750000 Penalty: 4615.106445
	Iteration 83Q: 3 clusters Score -779748.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -779751.875000 Penalty: 4615.106445
	Iteration 84Q: 3 clusters Score -779751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -779752.437500 Penalty: 4615.106445
	Iteration 85Q: 3 clusters Score -779752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -779753.875000 Penalty: 4615.106445
	Iteration 86Q: 3 clusters Score -779753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -779753.500000 Penalty: 4615.106445
	Iteration 87Q: 3 clusters Score -779753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -779754.875000 Penalty: 4615.106445
	Iteration 88Q: 3 clusters Score -779754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -779752.812500 Penalty: 4615.106445
	Iteration 89Q: 3 clusters Score -779752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -779752.875000 Penalty: 4615.106445
	Iteration 90Q: 3 clusters Score -779752.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -779752.125000 Penalty: 4615.106445
	Iteration 91Q: 3 clusters Score -779752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -779754.375000 Penalty: 4615.106445
	Iteration 92Q: 3 clusters Score -779754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -779755.687500 Penalty: 4615.106445
	Iteration 93Q: 3 clusters Score -779755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -779757.125000 Penalty: 4615.106445
	Iteration 94Q: 3 clusters Score -779757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -779757.625000 Penalty: 4615.106445
	Iteration 95Q: 3 clusters Score -779757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -779757.687500 Penalty: 4615.106445
	Iteration 96Q: 3 clusters Score -779757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -779757.687500 Penalty: 4615.106445
	Iteration 97F: 3 clusters Score -779757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -580842.750000 Penalty: 2195.531738
	Iteration 0F: 2 clusters Score -580842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -575052.437500 Penalty: 4391.063477
	Iteration 0F: 3 clusters Score -575052.4 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -576605.750000 Penalty: 4391.063477
	Iteration 1F: 3 clusters Score -576605.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -576875.000000 Penalty: 4391.063477
	Iteration 2F: 3 clusters Score -576875 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -577046.625000 Penalty: 4391.063477
	Iteration 3F: 3 clusters Score -577046.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -577179.437500 Penalty: 4391.063477
	Iteration 4Q: 3 clusters Score -577179.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -577289.937500 Penalty: 4391.063477
	Iteration 5Q: 3 clusters Score -577289.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -577396.187500 Penalty: 4391.063477
	Iteration 6Q: 3 clusters Score -577396.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -577484.375000 Penalty: 4391.063477
	Iteration 7Q: 3 clusters Score -577484.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -577574.562500 Penalty: 4391.063477
	Iteration 8Q: 3 clusters Score -577574.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -577654.812500 Penalty: 4391.063477
	Iteration 9Q: 3 clusters Score -577654.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -577741.375000 Penalty: 4391.063477
	Iteration 10Q: 3 clusters Score -577741.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -577834.500000 Penalty: 4391.063477
	Iteration 11Q: 3 clusters Score -577834.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -577925.187500 Penalty: 4391.063477
	Iteration 12Q: 3 clusters Score -577925.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -577996.000000 Penalty: 4391.063477
	Iteration 13Q: 3 clusters Score -577996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -578064.937500 Penalty: 4391.063477
	Iteration 14Q: 3 clusters Score -578064.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -578127.125000 Penalty: 4391.063477
	Iteration 15Q: 3 clusters Score -578127.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -578179.625000 Penalty: 4391.063477
	Iteration 16Q: 3 clusters Score -578179.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -578228.812500 Penalty: 4391.063477
	Iteration 17Q: 3 clusters Score -578228.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -578278.250000 Penalty: 4391.063477
	Iteration 18Q: 3 clusters Score -578278.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -578311.437500 Penalty: 4391.063477
	Iteration 19Q: 3 clusters Score -578311.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -578341.062500 Penalty: 4391.063477
	Iteration 20F: 3 clusters Score -578341.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -578364.375000 Penalty: 4391.063477
	Iteration 21Q: 3 clusters Score -578364.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -578383.937500 Penalty: 4391.063477
	Iteration 22Q: 3 clusters Score -578383.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -578402.625000 Penalty: 4391.063477
	Iteration 23Q: 3 clusters Score -578402.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -578426.875000 Penalty: 4391.063477
	Iteration 24Q: 3 clusters Score -578426.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -578446.375000 Penalty: 4391.063477
	Iteration 25Q: 3 clusters Score -578446.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -578470.375000 Penalty: 4391.063477
	Iteration 26Q: 3 clusters Score -578470.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -578490.687500 Penalty: 4391.063477
	Iteration 27Q: 3 clusters Score -578490.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -578519.625000 Penalty: 4391.063477
	Iteration 28Q: 3 clusters Score -578519.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -578547.375000 Penalty: 4391.063477
	Iteration 29Q: 3 clusters Score -578547.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -578571.437500 Penalty: 4391.063477
	Iteration 30Q: 3 clusters Score -578571.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -578594.000000 Penalty: 4391.063477
	Iteration 31Q: 3 clusters Score -578594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -578607.000000 Penalty: 4391.063477
	Iteration 32Q: 3 clusters Score -578607 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -578621.937500 Penalty: 4391.063477
	Iteration 33Q: 3 clusters Score -578621.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -578642.187500 Penalty: 4391.063477
	Iteration 34Q: 3 clusters Score -578642.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -578664.875000 Penalty: 4391.063477
	Iteration 35Q: 3 clusters Score -578664.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -578687.562500 Penalty: 4391.063477
	Iteration 36Q: 3 clusters Score -578687.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -578712.562500 Penalty: 4391.063477
	Iteration 37Q: 3 clusters Score -578712.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -578730.812500 Penalty: 4391.063477
	Iteration 38Q: 3 clusters Score -578730.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -578753.437500 Penalty: 4391.063477
	Iteration 39Q: 3 clusters Score -578753.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -578767.437500 Penalty: 4391.063477
	Iteration 40F: 3 clusters Score -578767.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -578780.250000 Penalty: 4391.063477
	Iteration 41Q: 3 clusters Score -578780.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -578794.312500 Penalty: 4391.063477
	Iteration 42Q: 3 clusters Score -578794.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -578800.062500 Penalty: 4391.063477
	Iteration 43Q: 3 clusters Score -578800.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -578806.625000 Penalty: 4391.063477
	Iteration 44Q: 3 clusters Score -578806.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -578812.125000 Penalty: 4391.063477
	Iteration 45Q: 3 clusters Score -578812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -578820.062500 Penalty: 4391.063477
	Iteration 46Q: 3 clusters Score -578820.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -578828.937500 Penalty: 4391.063477
	Iteration 47Q: 3 clusters Score -578828.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -578843.875000 Penalty: 4391.063477
	Iteration 48Q: 3 clusters Score -578843.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -578861.187500 Penalty: 4391.063477
	Iteration 49Q: 3 clusters Score -578861.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -578874.250000 Penalty: 4391.063477
	Iteration 50Q: 3 clusters Score -578874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -578883.625000 Penalty: 4391.063477
	Iteration 51Q: 3 clusters Score -578883.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -578895.250000 Penalty: 4391.063477
	Iteration 52Q: 3 clusters Score -578895.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -578904.937500 Penalty: 4391.063477
	Iteration 53Q: 3 clusters Score -578904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -578913.625000 Penalty: 4391.063477
	Iteration 54Q: 3 clusters Score -578913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -578918.000000 Penalty: 4391.063477
	Iteration 55Q: 3 clusters Score -578918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -578921.062500 Penalty: 4391.063477
	Iteration 56Q: 3 clusters Score -578921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -578924.750000 Penalty: 4391.063477
	Iteration 57Q: 3 clusters Score -578924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -578933.062500 Penalty: 4391.063477
	Iteration 58Q: 3 clusters Score -578933.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -578939.750000 Penalty: 4391.063477
	Iteration 59Q: 3 clusters Score -578939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -578944.125000 Penalty: 4391.063477
	Iteration 60F: 3 clusters Score -578944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -578946.562500 Penalty: 4391.063477
	Iteration 61Q: 3 clusters Score -578946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -578949.062500 Penalty: 4391.063477
	Iteration 62Q: 3 clusters Score -578949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -578951.812500 Penalty: 4391.063477
	Iteration 63Q: 3 clusters Score -578951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -578953.375000 Penalty: 4391.063477
	Iteration 64Q: 3 clusters Score -578953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -578954.312500 Penalty: 4391.063477
	Iteration 65Q: 3 clusters Score -578954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -578955.750000 Penalty: 4391.063477
	Iteration 66Q: 3 clusters Score -578955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -578958.750000 Penalty: 4391.063477
	Iteration 67Q: 3 clusters Score -578958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -578964.125000 Penalty: 4391.063477
	Iteration 68Q: 3 clusters Score -578964.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -578966.562500 Penalty: 4391.063477
	Iteration 69Q: 3 clusters Score -578966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -578972.062500 Penalty: 4391.063477
	Iteration 70Q: 3 clusters Score -578972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -578977.125000 Penalty: 4391.063477
	Iteration 71Q: 3 clusters Score -578977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -578980.250000 Penalty: 4391.063477
	Iteration 72Q: 3 clusters Score -578980.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -578985.812500 Penalty: 4391.063477
	Iteration 73Q: 3 clusters Score -578985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -578986.312500 Penalty: 4391.063477
	Iteration 74Q: 3 clusters Score -578986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -578987.625000 Penalty: 4391.063477
	Iteration 75Q: 3 clusters Score -578987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -578988.500000 Penalty: 4391.063477
	Iteration 76Q: 3 clusters Score -578988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -578988.875000 Penalty: 4391.063477
	Iteration 77Q: 3 clusters Score -578988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -578988.750000 Penalty: 4391.063477
	Iteration 78Q: 3 clusters Score -578988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -578989.000000 Penalty: 4391.063477
	Iteration 79Q: 3 clusters Score -578989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -578989.500000 Penalty: 4391.063477
	Iteration 80F: 3 clusters Score -578989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -578989.687500 Penalty: 4391.063477
	Iteration 81Q: 3 clusters Score -578989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -578989.937500 Penalty: 4391.063477
	Iteration 82Q: 3 clusters Score -578989.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -578989.937500 Penalty: 4391.063477
	Iteration 83F: 3 clusters Score -578989.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -367157.031250 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -367157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -362953.437500 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -362953.4 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -363861.468750 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -363861.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -364027.656250 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -364027.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -364134.562500 Penalty: 4167.283691
	Iteration 3Q: 3 clusters Score -364134.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -364223.312500 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -364223.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -364313.593750 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -364313.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -364390.781250 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -364390.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -364456.937500 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -364456.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -364510.937500 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -364510.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -364555.125000 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -364555.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -364592.968750 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -364593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -364633.406250 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -364633.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -364665.875000 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -364665.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -364693.531250 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -364693.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -364721.218750 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -364721.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -364751.156250 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -364751.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -364777.656250 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -364777.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -364798.187500 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -364798.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -364820.312500 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -364820.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -364841.281250 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -364841.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -364856.281250 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -364856.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -364870.093750 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -364870.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -364882.062500 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -364882.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -364895.187500 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -364895.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -364905.968750 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -364906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -364922.718750 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -364922.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -364939.750000 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -364939.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -364951.687500 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -364951.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -364962.812500 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -364962.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -364971.968750 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -364972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -364983.062500 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -364983.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -364997.437500 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -364997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -365012.375000 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -365012.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -365028.750000 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -365028.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -365044.562500 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -365044.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -365054.437500 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -365054.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -365063.437500 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -365063.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -365079.281250 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -365079.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -365095.812500 Penalty: 4167.283691
	Iteration 38Q: 3 clusters Score -365095.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -365108.906250 Penalty: 4167.283691
	Iteration 39Q: 3 clusters Score -365108.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -365124.250000 Penalty: 4167.283691
	Iteration 40F: 3 clusters Score -365124.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -365135.781250 Penalty: 4167.283691
	Iteration 41Q: 3 clusters Score -365135.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -365145.562500 Penalty: 4167.283691
	Iteration 42Q: 3 clusters Score -365145.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -365159.281250 Penalty: 4167.283691
	Iteration 43Q: 3 clusters Score -365159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -365170.843750 Penalty: 4167.283691
	Iteration 44Q: 3 clusters Score -365170.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -365186.593750 Penalty: 4167.283691
	Iteration 45Q: 3 clusters Score -365186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -365195.375000 Penalty: 4167.283691
	Iteration 46Q: 3 clusters Score -365195.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -365199.531250 Penalty: 4167.283691
	Iteration 47Q: 3 clusters Score -365199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -365203.843750 Penalty: 4167.283691
	Iteration 48Q: 3 clusters Score -365203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -365207.062500 Penalty: 4167.283691
	Iteration 49Q: 3 clusters Score -365207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -365209.625000 Penalty: 4167.283691
	Iteration 50Q: 3 clusters Score -365209.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -365213.625000 Penalty: 4167.283691
	Iteration 51Q: 3 clusters Score -365213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -365216.406250 Penalty: 4167.283691
	Iteration 52Q: 3 clusters Score -365216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -365216.937500 Penalty: 4167.283691
	Iteration 53Q: 3 clusters Score -365216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -365220.781250 Penalty: 4167.283691
	Iteration 54Q: 3 clusters Score -365220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -365223.218750 Penalty: 4167.283691
	Iteration 55Q: 3 clusters Score -365223.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -365229.562500 Penalty: 4167.283691
	Iteration 56Q: 3 clusters Score -365229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -365234.781250 Penalty: 4167.283691
	Iteration 57Q: 3 clusters Score -365234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -365238.562500 Penalty: 4167.283691
	Iteration 58Q: 3 clusters Score -365238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -365241.406250 Penalty: 4167.283691
	Iteration 59Q: 3 clusters Score -365241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -365243.593750 Penalty: 4167.283691
	Iteration 60F: 3 clusters Score -365243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -365247.718750 Penalty: 4167.283691
	Iteration 61Q: 3 clusters Score -365247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -365249.812500 Penalty: 4167.283691
	Iteration 62Q: 3 clusters Score -365249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -365252.593750 Penalty: 4167.283691
	Iteration 63Q: 3 clusters Score -365252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -365256.156250 Penalty: 4167.283691
	Iteration 64Q: 3 clusters Score -365256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -365261.437500 Penalty: 4167.283691
	Iteration 65Q: 3 clusters Score -365261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -365267.343750 Penalty: 4167.283691
	Iteration 66Q: 3 clusters Score -365267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -365277.718750 Penalty: 4167.283691
	Iteration 67Q: 3 clusters Score -365277.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -365285.750000 Penalty: 4167.283691
	Iteration 68Q: 3 clusters Score -365285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -365289.000000 Penalty: 4167.283691
	Iteration 69Q: 3 clusters Score -365289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -365291.593750 Penalty: 4167.283691
	Iteration 70Q: 3 clusters Score -365291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -365292.156250 Penalty: 4167.283691
	Iteration 71Q: 3 clusters Score -365292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -365292.406250 Penalty: 4167.283691
	Iteration 72Q: 3 clusters Score -365292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -365292.718750 Penalty: 4167.283691
	Iteration 73Q: 3 clusters Score -365292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -365292.718750 Penalty: 4167.283691
	Iteration 74F: 3 clusters Score -365292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -49232.160156 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -49232.16 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 427 members 
Entering Unmasked Estep 
Score: -47464.812500 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -47464.81 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -47818.691406 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -47818.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47958.023438 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -47958.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48028.851562 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -48028.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -48071.074219 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -48071.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48094.519531 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -48094.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48121.574219 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -48121.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48137.566406 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -48137.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48143.472656 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -48143.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48148.148438 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -48148.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48149.519531 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -48149.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48149.519531 Penalty: 3343.297607
	Iteration 11F: 3 clusters Score -48149.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -718485.562500 Penalty: 2250.481201
	Iteration 0F: 2 clusters Score -718485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -711615.937500 Penalty: 4500.962402
	Iteration 0F: 3 clusters Score -711615.9 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -713433.375000 Penalty: 4500.962402
	Iteration 1F: 3 clusters Score -713433.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -713714.875000 Penalty: 4500.962402
	Iteration 2F: 3 clusters Score -713714.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -713927.750000 Penalty: 4500.962402
	Iteration 3F: 3 clusters Score -713927.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -714086.562500 Penalty: 4500.962402
	Iteration 4Q: 3 clusters Score -714086.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -714209.437500 Penalty: 4500.962402
	Iteration 5Q: 3 clusters Score -714209.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -714304.875000 Penalty: 4500.962402
	Iteration 6Q: 3 clusters Score -714304.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -714386.750000 Penalty: 4500.962402
	Iteration 7Q: 3 clusters Score -714386.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -714448.937500 Penalty: 4500.962402
	Iteration 8Q: 3 clusters Score -714448.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -714512.437500 Penalty: 4500.962402
	Iteration 9Q: 3 clusters Score -714512.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -714569.687500 Penalty: 4500.962402
	Iteration 10Q: 3 clusters Score -714569.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -714623.000000 Penalty: 4500.962402
	Iteration 11Q: 3 clusters Score -714623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -714682.375000 Penalty: 4500.962402
	Iteration 12Q: 3 clusters Score -714682.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -714747.250000 Penalty: 4500.962402
	Iteration 13Q: 3 clusters Score -714747.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -714808.812500 Penalty: 4500.962402
	Iteration 14Q: 3 clusters Score -714808.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -714874.750000 Penalty: 4500.962402
	Iteration 15Q: 3 clusters Score -714874.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -714946.625000 Penalty: 4500.962402
	Iteration 16Q: 3 clusters Score -714946.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -715006.687500 Penalty: 4500.962402
	Iteration 17Q: 3 clusters Score -715006.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -715061.750000 Penalty: 4500.962402
	Iteration 18Q: 3 clusters Score -715061.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -715113.562500 Penalty: 4500.962402
	Iteration 19Q: 3 clusters Score -715113.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -715158.500000 Penalty: 4500.962402
	Iteration 20F: 3 clusters Score -715158.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -715206.562500 Penalty: 4500.962402
	Iteration 21Q: 3 clusters Score -715206.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -715252.312500 Penalty: 4500.962402
	Iteration 22Q: 3 clusters Score -715252.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -715301.562500 Penalty: 4500.962402
	Iteration 23Q: 3 clusters Score -715301.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -715346.125000 Penalty: 4500.962402
	Iteration 24Q: 3 clusters Score -715346.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -715387.687500 Penalty: 4500.962402
	Iteration 25Q: 3 clusters Score -715387.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -715428.437500 Penalty: 4500.962402
	Iteration 26Q: 3 clusters Score -715428.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -715474.375000 Penalty: 4500.962402
	Iteration 27Q: 3 clusters Score -715474.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -715519.062500 Penalty: 4500.962402
	Iteration 28Q: 3 clusters Score -715519.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -715582.312500 Penalty: 4500.962402
	Iteration 29Q: 3 clusters Score -715582.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -715648.750000 Penalty: 4500.962402
	Iteration 30Q: 3 clusters Score -715648.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -715711.187500 Penalty: 4500.962402
	Iteration 31Q: 3 clusters Score -715711.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -715767.375000 Penalty: 4500.962402
	Iteration 32Q: 3 clusters Score -715767.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -715816.687500 Penalty: 4500.962402
	Iteration 33Q: 3 clusters Score -715816.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -715859.312500 Penalty: 4500.962402
	Iteration 34Q: 3 clusters Score -715859.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -715898.437500 Penalty: 4500.962402
	Iteration 35Q: 3 clusters Score -715898.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -715942.062500 Penalty: 4500.962402
	Iteration 36Q: 3 clusters Score -715942.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -715974.687500 Penalty: 4500.962402
	Iteration 37Q: 3 clusters Score -715974.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -716004.875000 Penalty: 4500.962402
	Iteration 38Q: 3 clusters Score -716004.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -716033.812500 Penalty: 4500.962402
	Iteration 39Q: 3 clusters Score -716033.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -716069.187500 Penalty: 4500.962402
	Iteration 40F: 3 clusters Score -716069.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -716100.250000 Penalty: 4500.962402
	Iteration 41Q: 3 clusters Score -716100.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -716120.500000 Penalty: 4500.962402
	Iteration 42Q: 3 clusters Score -716120.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -716138.937500 Penalty: 4500.962402
	Iteration 43Q: 3 clusters Score -716138.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -716157.500000 Penalty: 4500.962402
	Iteration 44Q: 3 clusters Score -716157.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -716176.437500 Penalty: 4500.962402
	Iteration 45Q: 3 clusters Score -716176.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -716198.500000 Penalty: 4500.962402
	Iteration 46Q: 3 clusters Score -716198.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -716220.187500 Penalty: 4500.962402
	Iteration 47Q: 3 clusters Score -716220.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -716244.937500 Penalty: 4500.962402
	Iteration 48Q: 3 clusters Score -716244.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -716266.562500 Penalty: 4500.962402
	Iteration 49Q: 3 clusters Score -716266.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -716280.437500 Penalty: 4500.962402
	Iteration 50Q: 3 clusters Score -716280.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -716295.375000 Penalty: 4500.962402
	Iteration 51Q: 3 clusters Score -716295.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -716310.437500 Penalty: 4500.962402
	Iteration 52Q: 3 clusters Score -716310.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -716321.250000 Penalty: 4500.962402
	Iteration 53Q: 3 clusters Score -716321.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -716333.187500 Penalty: 4500.962402
	Iteration 54Q: 3 clusters Score -716333.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -716343.312500 Penalty: 4500.962402
	Iteration 55Q: 3 clusters Score -716343.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -716349.937500 Penalty: 4500.962402
	Iteration 56Q: 3 clusters Score -716349.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -716358.187500 Penalty: 4500.962402
	Iteration 57Q: 3 clusters Score -716358.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -716367.187500 Penalty: 4500.962402
	Iteration 58Q: 3 clusters Score -716367.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -716372.875000 Penalty: 4500.962402
	Iteration 59Q: 3 clusters Score -716372.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -716381.312500 Penalty: 4500.962402
	Iteration 60F: 3 clusters Score -716381.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -716390.625000 Penalty: 4500.962402
	Iteration 61Q: 3 clusters Score -716390.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -716399.500000 Penalty: 4500.962402
	Iteration 62Q: 3 clusters Score -716399.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -716412.250000 Penalty: 4500.962402
	Iteration 63Q: 3 clusters Score -716412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -716423.000000 Penalty: 4500.962402
	Iteration 64Q: 3 clusters Score -716423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -716433.187500 Penalty: 4500.962402
	Iteration 65Q: 3 clusters Score -716433.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -716440.937500 Penalty: 4500.962402
	Iteration 66Q: 3 clusters Score -716440.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -716448.250000 Penalty: 4500.962402
	Iteration 67Q: 3 clusters Score -716448.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -716459.187500 Penalty: 4500.962402
	Iteration 68Q: 3 clusters Score -716459.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -716468.500000 Penalty: 4500.962402
	Iteration 69Q: 3 clusters Score -716468.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -716478.750000 Penalty: 4500.962402
	Iteration 70Q: 3 clusters Score -716478.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -716486.125000 Penalty: 4500.962402
	Iteration 71Q: 3 clusters Score -716486.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -716495.562500 Penalty: 4500.962402
	Iteration 72Q: 3 clusters Score -716495.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -716502.312500 Penalty: 4500.962402
	Iteration 73Q: 3 clusters Score -716502.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -716507.812500 Penalty: 4500.962402
	Iteration 74Q: 3 clusters Score -716507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -716512.062500 Penalty: 4500.962402
	Iteration 75Q: 3 clusters Score -716512.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -716514.375000 Penalty: 4500.962402
	Iteration 76Q: 3 clusters Score -716514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -716517.312500 Penalty: 4500.962402
	Iteration 77Q: 3 clusters Score -716517.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -716521.312500 Penalty: 4500.962402
	Iteration 78Q: 3 clusters Score -716521.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -716525.125000 Penalty: 4500.962402
	Iteration 79Q: 3 clusters Score -716525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -716527.375000 Penalty: 4500.962402
	Iteration 80F: 3 clusters Score -716527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -716528.750000 Penalty: 4500.962402
	Iteration 81Q: 3 clusters Score -716528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -716530.250000 Penalty: 4500.962402
	Iteration 82Q: 3 clusters Score -716530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -716533.062500 Penalty: 4500.962402
	Iteration 83Q: 3 clusters Score -716533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -716538.937500 Penalty: 4500.962402
	Iteration 84Q: 3 clusters Score -716538.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -716543.312500 Penalty: 4500.962402
	Iteration 85Q: 3 clusters Score -716543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -716545.937500 Penalty: 4500.962402
	Iteration 86Q: 3 clusters Score -716545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -716547.937500 Penalty: 4500.962402
	Iteration 87Q: 3 clusters Score -716547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -716550.187500 Penalty: 4500.962402
	Iteration 88Q: 3 clusters Score -716550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -716550.187500 Penalty: 4500.962402
	Iteration 89Q: 3 clusters Score -716550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -716550.125000 Penalty: 4500.962402
	Iteration 90Q: 3 clusters Score -716550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -716550.125000 Penalty: 4500.962402
	Iteration 91F: 3 clusters Score -716550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Entering Unmasked Estep 
Score: -1907821.750000 Penalty: 2478.741699
	Iteration 0F: 2 clusters Score -1907822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1892637.750000 Penalty: 4957.483398
	Iteration 0F: 3 clusters Score -1892638 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1897813.625000 Penalty: 4957.483398
	Iteration 1F: 3 clusters Score -1897814 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1898326.500000 Penalty: 4957.483398
	Iteration 2F: 3 clusters Score -1898326 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1898830.875000 Penalty: 4957.483398
	Iteration 3F: 3 clusters Score -1898831 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1899419.000000 Penalty: 4957.483398
	Iteration 4Q: 3 clusters Score -1899419 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1900129.125000 Penalty: 4957.483398
	Iteration 5F: 3 clusters Score -1900129 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1900996.625000 Penalty: 4957.483398
	Iteration 6F: 3 clusters Score -1900997 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1902077.250000 Penalty: 4957.483398
	Iteration 7F: 3 clusters Score -1902077 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1903157.625000 Penalty: 4957.483398
	Iteration 8F: 3 clusters Score -1903158 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1904099.250000 Penalty: 4957.483398
	Iteration 9F: 3 clusters Score -1904099 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1904893.375000 Penalty: 4957.483398
	Iteration 10F: 3 clusters Score -1904893 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1905545.375000 Penalty: 4957.483398
	Iteration 11Q: 3 clusters Score -1905545 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1906072.625000 Penalty: 4957.483398
	Iteration 12Q: 3 clusters Score -1906073 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1906496.125000 Penalty: 4957.483398
	Iteration 13Q: 3 clusters Score -1906496 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1906781.000000 Penalty: 4957.483398
	Iteration 14Q: 3 clusters Score -1906781 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1906953.875000 Penalty: 4957.483398
	Iteration 15Q: 3 clusters Score -1906954 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1907104.000000 Penalty: 4957.483398
	Iteration 16Q: 3 clusters Score -1907104 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1907197.625000 Penalty: 4957.483398
	Iteration 17Q: 3 clusters Score -1907198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1907252.375000 Penalty: 4957.483398
	Iteration 18Q: 3 clusters Score -1907252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1907309.000000 Penalty: 4957.483398
	Iteration 19Q: 3 clusters Score -1907309 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1907351.250000 Penalty: 4957.483398
	Iteration 20F: 3 clusters Score -1907351 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1907357.125000 Penalty: 4957.483398
	Iteration 21Q: 3 clusters Score -1907357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1907378.750000 Penalty: 4957.483398
	Iteration 22Q: 3 clusters Score -1907379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1907391.875000 Penalty: 4957.483398
	Iteration 23Q: 3 clusters Score -1907392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1907407.375000 Penalty: 4957.483398
	Iteration 24Q: 3 clusters Score -1907407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1907407.625000 Penalty: 4957.483398
	Iteration 25Q: 3 clusters Score -1907408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1907407.625000 Penalty: 4957.483398
	Iteration 26Q: 3 clusters Score -1907408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1907418.875000 Penalty: 4957.483398
	Iteration 27Q: 3 clusters Score -1907419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1907424.250000 Penalty: 4957.483398
	Iteration 28Q: 3 clusters Score -1907424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1907426.125000 Penalty: 4957.483398
	Iteration 29Q: 3 clusters Score -1907426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1907436.125000 Penalty: 4957.483398
	Iteration 30Q: 3 clusters Score -1907436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1907435.625000 Penalty: 4957.483398
	Iteration 31Q: 3 clusters Score -1907436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1907437.500000 Penalty: 4957.483398
	Iteration 32Q: 3 clusters Score -1907438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1907435.250000 Penalty: 4957.483398
	Iteration 33Q: 3 clusters Score -1907435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1907444.250000 Penalty: 4957.483398
	Iteration 34Q: 3 clusters Score -1907444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1907441.625000 Penalty: 4957.483398
	Iteration 35Q: 3 clusters Score -1907442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1907442.375000 Penalty: 4957.483398
	Iteration 36Q: 3 clusters Score -1907442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1907448.125000 Penalty: 4957.483398
	Iteration 37Q: 3 clusters Score -1907448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1907449.625000 Penalty: 4957.483398
	Iteration 38Q: 3 clusters Score -1907450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1907461.750000 Penalty: 4957.483398
	Iteration 39Q: 3 clusters Score -1907462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1907464.625000 Penalty: 4957.483398
	Iteration 40F: 3 clusters Score -1907465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1907468.125000 Penalty: 4957.483398
	Iteration 41Q: 3 clusters Score -1907468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1907472.125000 Penalty: 4957.483398
	Iteration 42Q: 3 clusters Score -1907472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1907477.375000 Penalty: 4957.483398
	Iteration 43Q: 3 clusters Score -1907477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1907484.125000 Penalty: 4957.483398
	Iteration 44Q: 3 clusters Score -1907484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1907486.500000 Penalty: 4957.483398
	Iteration 45Q: 3 clusters Score -1907486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1907490.375000 Penalty: 4957.483398
	Iteration 46Q: 3 clusters Score -1907490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1907491.750000 Penalty: 4957.483398
	Iteration 47Q: 3 clusters Score -1907492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1907497.875000 Penalty: 4957.483398
	Iteration 48Q: 3 clusters Score -1907498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1907497.125000 Penalty: 4957.483398
	Iteration 49Q: 3 clusters Score -1907497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1907496.500000 Penalty: 4957.483398
	Iteration 50Q: 3 clusters Score -1907496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1907495.375000 Penalty: 4957.483398
	Iteration 51Q: 3 clusters Score -1907495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1907493.875000 Penalty: 4957.483398
	Iteration 52Q: 3 clusters Score -1907494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1907493.000000 Penalty: 4957.483398
	Iteration 53Q: 3 clusters Score -1907493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1907494.875000 Penalty: 4957.483398
	Iteration 54Q: 3 clusters Score -1907495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1907493.500000 Penalty: 4957.483398
	Iteration 55Q: 3 clusters Score -1907494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1907494.000000 Penalty: 4957.483398
	Iteration 56Q: 3 clusters Score -1907494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1907495.875000 Penalty: 4957.483398
	Iteration 57Q: 3 clusters Score -1907496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1907493.750000 Penalty: 4957.483398
	Iteration 58Q: 3 clusters Score -1907494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1907493.750000 Penalty: 4957.483398
	Iteration 59F: 3 clusters Score -1907494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Entering Unmasked Estep 
Score: -1428140.750000 Penalty: 2418.588623
	Iteration 0F: 2 clusters Score -1428141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1415929.000000 Penalty: 4837.177246
	Iteration 0F: 3 clusters Score -1415929 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1419892.125000 Penalty: 4837.177246
	Iteration 1F: 3 clusters Score -1419892 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1420397.625000 Penalty: 4837.177246
	Iteration 2F: 3 clusters Score -1420398 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1420863.875000 Penalty: 4837.177246
	Iteration 3F: 3 clusters Score -1420864 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1421390.500000 Penalty: 4837.177246
	Iteration 4F: 3 clusters Score -1421390 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1422010.375000 Penalty: 4837.177246
	Iteration 5F: 3 clusters Score -1422010 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1422755.500000 Penalty: 4837.177246
	Iteration 6F: 3 clusters Score -1422756 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1423536.375000 Penalty: 4837.177246
	Iteration 7F: 3 clusters Score -1423536 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1424253.875000 Penalty: 4837.177246
	Iteration 8F: 3 clusters Score -1424254 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1424886.500000 Penalty: 4837.177246
	Iteration 9Q: 3 clusters Score -1424886 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1425436.000000 Penalty: 4837.177246
	Iteration 10Q: 3 clusters Score -1425436 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1425845.375000 Penalty: 4837.177246
	Iteration 11Q: 3 clusters Score -1425845 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1426143.875000 Penalty: 4837.177246
	Iteration 12Q: 3 clusters Score -1426144 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1426362.125000 Penalty: 4837.177246
	Iteration 13Q: 3 clusters Score -1426362 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1426522.750000 Penalty: 4837.177246
	Iteration 14Q: 3 clusters Score -1426523 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1426622.000000 Penalty: 4837.177246
	Iteration 15Q: 3 clusters Score -1426622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1426689.125000 Penalty: 4837.177246
	Iteration 16Q: 3 clusters Score -1426689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1426741.625000 Penalty: 4837.177246
	Iteration 17Q: 3 clusters Score -1426742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1426801.625000 Penalty: 4837.177246
	Iteration 18Q: 3 clusters Score -1426802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1426887.000000 Penalty: 4837.177246
	Iteration 19Q: 3 clusters Score -1426887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1426961.000000 Penalty: 4837.177246
	Iteration 20F: 3 clusters Score -1426961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1427015.625000 Penalty: 4837.177246
	Iteration 21Q: 3 clusters Score -1427016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1427040.500000 Penalty: 4837.177246
	Iteration 22Q: 3 clusters Score -1427040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1427054.000000 Penalty: 4837.177246
	Iteration 23Q: 3 clusters Score -1427054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1427059.125000 Penalty: 4837.177246
	Iteration 24Q: 3 clusters Score -1427059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1427067.500000 Penalty: 4837.177246
	Iteration 25Q: 3 clusters Score -1427068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1427069.250000 Penalty: 4837.177246
	Iteration 26Q: 3 clusters Score -1427069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1427071.000000 Penalty: 4837.177246
	Iteration 27Q: 3 clusters Score -1427071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1427073.125000 Penalty: 4837.177246
	Iteration 28Q: 3 clusters Score -1427073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1427074.000000 Penalty: 4837.177246
	Iteration 29Q: 3 clusters Score -1427074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1427072.125000 Penalty: 4837.177246
	Iteration 30Q: 3 clusters Score -1427072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1427072.125000 Penalty: 4837.177246
	Iteration 31F: 3 clusters Score -1427072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -852035.500000 Penalty: 2293.986572
	Iteration 0F: 2 clusters Score -852035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -844069.312500 Penalty: 4587.973145
	Iteration 0F: 3 clusters Score -844069.3 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -846405.062500 Penalty: 4587.973145
	Iteration 1F: 3 clusters Score -846405.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -846691.687500 Penalty: 4587.973145
	Iteration 2F: 3 clusters Score -846691.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -846896.437500 Penalty: 4587.973145
	Iteration 3Q: 3 clusters Score -846896.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -847051.375000 Penalty: 4587.973145
	Iteration 4Q: 3 clusters Score -847051.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -847184.437500 Penalty: 4587.973145
	Iteration 5Q: 3 clusters Score -847184.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -847346.812500 Penalty: 4587.973145
	Iteration 6Q: 3 clusters Score -847346.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -847543.187500 Penalty: 4587.973145
	Iteration 7Q: 3 clusters Score -847543.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -847775.812500 Penalty: 4587.973145
	Iteration 8Q: 3 clusters Score -847775.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -848063.750000 Penalty: 4587.973145
	Iteration 9Q: 3 clusters Score -848063.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -848439.312500 Penalty: 4587.973145
	Iteration 10Q: 3 clusters Score -848439.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -848822.562500 Penalty: 4587.973145
	Iteration 11Q: 3 clusters Score -848822.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -849156.687500 Penalty: 4587.973145
	Iteration 12Q: 3 clusters Score -849156.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -849422.437500 Penalty: 4587.973145
	Iteration 13Q: 3 clusters Score -849422.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -849620.187500 Penalty: 4587.973145
	Iteration 14Q: 3 clusters Score -849620.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -849776.500000 Penalty: 4587.973145
	Iteration 15Q: 3 clusters Score -849776.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -849879.062500 Penalty: 4587.973145
	Iteration 16Q: 3 clusters Score -849879.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -849927.562500 Penalty: 4587.973145
	Iteration 17Q: 3 clusters Score -849927.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -849965.125000 Penalty: 4587.973145
	Iteration 18Q: 3 clusters Score -849965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -849996.000000 Penalty: 4587.973145
	Iteration 19Q: 3 clusters Score -849996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -850011.875000 Penalty: 4587.973145
	Iteration 20F: 3 clusters Score -850011.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -850027.937500 Penalty: 4587.973145
	Iteration 21Q: 3 clusters Score -850027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -850040.437500 Penalty: 4587.973145
	Iteration 22Q: 3 clusters Score -850040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -850053.812500 Penalty: 4587.973145
	Iteration 23Q: 3 clusters Score -850053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -850058.312500 Penalty: 4587.973145
	Iteration 24Q: 3 clusters Score -850058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -850059.437500 Penalty: 4587.973145
	Iteration 25Q: 3 clusters Score -850059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -850061.437500 Penalty: 4587.973145
	Iteration 26Q: 3 clusters Score -850061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -850067.375000 Penalty: 4587.973145
	Iteration 27Q: 3 clusters Score -850067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -850072.875000 Penalty: 4587.973145
	Iteration 28Q: 3 clusters Score -850072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -850075.187500 Penalty: 4587.973145
	Iteration 29Q: 3 clusters Score -850075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -850081.000000 Penalty: 4587.973145
	Iteration 30Q: 3 clusters Score -850081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -850083.062500 Penalty: 4587.973145
	Iteration 31Q: 3 clusters Score -850083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -850085.312500 Penalty: 4587.973145
	Iteration 32Q: 3 clusters Score -850085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -850087.125000 Penalty: 4587.973145
	Iteration 33Q: 3 clusters Score -850087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -850090.812500 Penalty: 4587.973145
	Iteration 34Q: 3 clusters Score -850090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -850093.437500 Penalty: 4587.973145
	Iteration 35Q: 3 clusters Score -850093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -850094.750000 Penalty: 4587.973145
	Iteration 36Q: 3 clusters Score -850094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -850095.625000 Penalty: 4587.973145
	Iteration 37Q: 3 clusters Score -850095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -850096.875000 Penalty: 4587.973145
	Iteration 38Q: 3 clusters Score -850096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -850099.312500 Penalty: 4587.973145
	Iteration 39Q: 3 clusters Score -850099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -850103.000000 Penalty: 4587.973145
	Iteration 40F: 3 clusters Score -850103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -850108.187500 Penalty: 4587.973145
	Iteration 41Q: 3 clusters Score -850108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -850109.312500 Penalty: 4587.973145
	Iteration 42Q: 3 clusters Score -850109.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -850109.312500 Penalty: 4587.973145
	Iteration 43F: 3 clusters Score -850109.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -297743.718750 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -297743.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -294087.312500 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -294087.3 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -294902.343750 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -294902.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -295139.031250 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -295139 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -295287.718750 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -295287.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -295379.968750 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -295380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -295472.281250 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -295472.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -295554.656250 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -295554.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -295629.781250 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -295629.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -295688.625000 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -295688.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -295739.156250 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -295739.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -295790.250000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -295790.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -295846.468750 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -295846.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -295894.468750 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -295894.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -295934.687500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -295934.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -295965.593750 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -295965.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -295989.406250 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -295989.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -296007.906250 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -296007.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -296029.156250 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -296029.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -296047.625000 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -296047.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -296072.343750 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -296072.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -296087.218750 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -296087.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -296099.593750 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -296099.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -296109.406250 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -296109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -296114.625000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -296114.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -296119.312500 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -296119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -296122.437500 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -296122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -296127.562500 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -296127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296132.875000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -296132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -296139.718750 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -296139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -296145.093750 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -296145.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -296156.343750 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -296156.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -296166.312500 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -296166.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -296177.906250 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -296177.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -296190.437500 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -296190.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296202.156250 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -296202.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -296211.687500 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -296211.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -296220.125000 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -296220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -296225.062500 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -296225.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -296229.687500 Penalty: 4067.887207
	Iteration 38Q: 3 clusters Score -296229.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -296237.750000 Penalty: 4067.887207
	Iteration 39Q: 3 clusters Score -296237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -296244.718750 Penalty: 4067.887207
	Iteration 40F: 3 clusters Score -296244.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -296249.406250 Penalty: 4067.887207
	Iteration 41Q: 3 clusters Score -296249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -296257.343750 Penalty: 4067.887207
	Iteration 42Q: 3 clusters Score -296257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -296261.843750 Penalty: 4067.887207
	Iteration 43Q: 3 clusters Score -296261.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -296265.468750 Penalty: 4067.887207
	Iteration 44Q: 3 clusters Score -296265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -296268.781250 Penalty: 4067.887207
	Iteration 45Q: 3 clusters Score -296268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -296270.531250 Penalty: 4067.887207
	Iteration 46Q: 3 clusters Score -296270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -296272.125000 Penalty: 4067.887207
	Iteration 47Q: 3 clusters Score -296272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -296275.562500 Penalty: 4067.887207
	Iteration 48Q: 3 clusters Score -296275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -296277.718750 Penalty: 4067.887207
	Iteration 49Q: 3 clusters Score -296277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -296279.531250 Penalty: 4067.887207
	Iteration 50Q: 3 clusters Score -296279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -296279.656250 Penalty: 4067.887207
	Iteration 51Q: 3 clusters Score -296279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -296281.250000 Penalty: 4067.887207
	Iteration 52Q: 3 clusters Score -296281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -296281.875000 Penalty: 4067.887207
	Iteration 53Q: 3 clusters Score -296281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296282.875000 Penalty: 4067.887207
	Iteration 54Q: 3 clusters Score -296282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296286.218750 Penalty: 4067.887207
	Iteration 55Q: 3 clusters Score -296286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -296289.375000 Penalty: 4067.887207
	Iteration 56Q: 3 clusters Score -296289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296291.437500 Penalty: 4067.887207
	Iteration 57Q: 3 clusters Score -296291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296293.937500 Penalty: 4067.887207
	Iteration 58Q: 3 clusters Score -296293.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -296300.343750 Penalty: 4067.887207
	Iteration 59Q: 3 clusters Score -296300.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -296306.937500 Penalty: 4067.887207
	Iteration 60F: 3 clusters Score -296306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -296312.000000 Penalty: 4067.887207
	Iteration 61Q: 3 clusters Score -296312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -296317.312500 Penalty: 4067.887207
	Iteration 62Q: 3 clusters Score -296317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -296323.906250 Penalty: 4067.887207
	Iteration 63Q: 3 clusters Score -296323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -296327.156250 Penalty: 4067.887207
	Iteration 64Q: 3 clusters Score -296327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -296329.031250 Penalty: 4067.887207
	Iteration 65Q: 3 clusters Score -296329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -296330.843750 Penalty: 4067.887207
	Iteration 66Q: 3 clusters Score -296330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -296332.750000 Penalty: 4067.887207
	Iteration 67Q: 3 clusters Score -296332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -296332.687500 Penalty: 4067.887207
	Iteration 68Q: 3 clusters Score -296332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -296334.187500 Penalty: 4067.887207
	Iteration 69Q: 3 clusters Score -296334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -296336.937500 Penalty: 4067.887207
	Iteration 70Q: 3 clusters Score -296336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296339.750000 Penalty: 4067.887207
	Iteration 71Q: 3 clusters Score -296339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296342.375000 Penalty: 4067.887207
	Iteration 72Q: 3 clusters Score -296342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -296345.500000 Penalty: 4067.887207
	Iteration 73Q: 3 clusters Score -296345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -296346.093750 Penalty: 4067.887207
	Iteration 74Q: 3 clusters Score -296346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -296349.343750 Penalty: 4067.887207
	Iteration 75Q: 3 clusters Score -296349.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -296350.656250 Penalty: 4067.887207
	Iteration 76Q: 3 clusters Score -296350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -296352.500000 Penalty: 4067.887207
	Iteration 77Q: 3 clusters Score -296352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -296352.500000 Penalty: 4067.887207
	Iteration 78F: 3 clusters Score -296352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -53322.859375 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -53322.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51664.898438 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -51664.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51873.203125 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -51873.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51931.203125 Penalty: 3220.901855
	Iteration 2Q: 3 clusters Score -51931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51952.132812 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -51952.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51963.988281 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -51963.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51974.308594 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -51974.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51979.843750 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -51979.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51982.183594 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -51982.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51983.359375 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -51983.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51983.359375 Penalty: 3220.901855
	Iteration 9F: 3 clusters Score -51983.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (39039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Entering Unmasked Estep 
Score: -3197506.500000 Penalty: 2621.934326
	Iteration 0F: 2 clusters Score -3197506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3171001.000000 Penalty: 5243.868652
	Iteration 0F: 3 clusters Score -3171001 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -3180698.500000 Penalty: 5243.868652
	Iteration 1F: 3 clusters Score -3180698 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3181214.000000 Penalty: 5243.868652
	Iteration 2Q: 3 clusters Score -3181214 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3181748.750000 Penalty: 5243.868652
	Iteration 3Q: 3 clusters Score -3181749 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3182328.750000 Penalty: 5243.868652
	Iteration 4Q: 3 clusters Score -3182329 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3183127.500000 Penalty: 5243.868652
	Iteration 5Q: 3 clusters Score -3183128 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3184285.750000 Penalty: 5243.868652
	Iteration 6Q: 3 clusters Score -3184286 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3186170.750000 Penalty: 5243.868652
	Iteration 7F: 3 clusters Score -3186171 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -3189037.250000 Penalty: 5243.868652
	Iteration 8F: 3 clusters Score -3189037 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3192477.750000 Penalty: 5243.868652
	Iteration 9F: 3 clusters Score -3192478 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3195265.250000 Penalty: 5243.868652
	Iteration 10F: 3 clusters Score -3195265 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3197104.750000 Penalty: 5243.868652
	Iteration 11F: 3 clusters Score -3197105 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3198317.000000 Penalty: 5243.868652
	Iteration 12Q: 3 clusters Score -3198317 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3199139.500000 Penalty: 5243.868652
	Iteration 13Q: 3 clusters Score -3199140 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3199745.500000 Penalty: 5243.868652
	Iteration 14Q: 3 clusters Score -3199746 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3200129.750000 Penalty: 5243.868652
	Iteration 15Q: 3 clusters Score -3200130 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3200392.000000 Penalty: 5243.868652
	Iteration 16Q: 3 clusters Score -3200392 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3200535.000000 Penalty: 5243.868652
	Iteration 17Q: 3 clusters Score -3200535 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3200629.000000 Penalty: 5243.868652
	Iteration 18Q: 3 clusters Score -3200629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3200648.500000 Penalty: 5243.868652
	Iteration 19Q: 3 clusters Score -3200648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3200673.000000 Penalty: 5243.868652
	Iteration 20F: 3 clusters Score -3200673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3200681.000000 Penalty: 5243.868652
	Iteration 21Q: 3 clusters Score -3200681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3200677.250000 Penalty: 5243.868652
	Iteration 22Q: 3 clusters Score -3200677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3200680.250000 Penalty: 5243.868652
	Iteration 23Q: 3 clusters Score -3200680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3200686.000000 Penalty: 5243.868652
	Iteration 24Q: 3 clusters Score -3200686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3200693.750000 Penalty: 5243.868652
	Iteration 25Q: 3 clusters Score -3200694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3200690.750000 Penalty: 5243.868652
	Iteration 26Q: 3 clusters Score -3200691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -3200698.500000 Penalty: 5243.868652
	Iteration 27Q: 3 clusters Score -3200698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3200704.750000 Penalty: 5243.868652
	Iteration 28Q: 3 clusters Score -3200705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3200697.250000 Penalty: 5243.868652
	Iteration 29Q: 3 clusters Score -3200697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3200697.750000 Penalty: 5243.868652
	Iteration 30Q: 3 clusters Score -3200698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3200701.250000 Penalty: 5243.868652
	Iteration 31Q: 3 clusters Score -3200701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3200700.500000 Penalty: 5243.868652
	Iteration 32Q: 3 clusters Score -3200700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3200704.250000 Penalty: 5243.868652
	Iteration 33Q: 3 clusters Score -3200704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3200702.500000 Penalty: 5243.868652
	Iteration 34Q: 3 clusters Score -3200702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3200703.750000 Penalty: 5243.868652
	Iteration 35Q: 3 clusters Score -3200704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3200701.000000 Penalty: 5243.868652
	Iteration 36Q: 3 clusters Score -3200701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3200699.500000 Penalty: 5243.868652
	Iteration 37Q: 3 clusters Score -3200700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3200701.250000 Penalty: 5243.868652
	Iteration 38Q: 3 clusters Score -3200701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3200698.750000 Penalty: 5243.868652
	Iteration 39Q: 3 clusters Score -3200699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3200699.000000 Penalty: 5243.868652
	Iteration 40F: 3 clusters Score -3200699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3257 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 22571 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19596 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8730 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 17195 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23370 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60713 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13814 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6130 members 
Mstep: Class 43 contains 1628 members 
Mstep: Class 44 contains 14148 members 
Mstep: Class 45 contains 37571 members 
Mstep: Class 46 contains 2430 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7317 members 
Mstep: Class 49 contains 15094 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6988 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12663 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 11965 members 
Mstep: Class 59 contains 15669 members 
Entering Unmasked Estep 
Score: -51168760.000000 Penalty: 196018.109375
Splitting cluster 29 changes total score from -51166340.000000 to -51168760.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 30 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -916013.312500 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -916013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -907647.937500 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -907647.9 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -910114.500000 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -910114.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -910393.500000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -910393.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -910599.375000 Penalty: 4628.597656
	Iteration 3Q: 3 clusters Score -910599.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -910761.812500 Penalty: 4628.597656
	Iteration 4Q: 3 clusters Score -910761.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -910910.812500 Penalty: 4628.597656
	Iteration 5Q: 3 clusters Score -910910.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -911063.562500 Penalty: 4628.597656
	Iteration 6Q: 3 clusters Score -911063.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -911217.125000 Penalty: 4628.597656
	Iteration 7Q: 3 clusters Score -911217.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -911388.062500 Penalty: 4628.597656
	Iteration 8Q: 3 clusters Score -911388.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -911569.562500 Penalty: 4628.597656
	Iteration 9Q: 3 clusters Score -911569.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -911737.062500 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -911737.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -911937.562500 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -911937.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -912180.000000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -912180 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -912452.937500 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -912452.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -912782.562500 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -912782.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -913097.125000 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -913097.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -913396.250000 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -913396.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -913603.187500 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -913603.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -913744.187500 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -913744.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -913843.000000 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -913843 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -913926.375000 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -913926.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -914019.687500 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -914019.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -914106.187500 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -914106.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -914188.062500 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -914188.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -914235.500000 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -914235.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -914273.312500 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -914273.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -914283.062500 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -914283.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -914287.562500 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -914287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -914293.500000 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -914293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -914295.062500 Penalty: 4628.597656
	Iteration 29Q: 3 clusters Score -914295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -914296.562500 Penalty: 4628.597656
	Iteration 30Q: 3 clusters Score -914296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -914296.312500 Penalty: 4628.597656
	Iteration 31Q: 3 clusters Score -914296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -914296.375000 Penalty: 4628.597656
	Iteration 32Q: 3 clusters Score -914296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -914298.875000 Penalty: 4628.597656
	Iteration 33Q: 3 clusters Score -914298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -914299.375000 Penalty: 4628.597656
	Iteration 34Q: 3 clusters Score -914299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -914299.687500 Penalty: 4628.597656
	Iteration 35Q: 3 clusters Score -914299.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -914299.500000 Penalty: 4628.597656
	Iteration 36Q: 3 clusters Score -914299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -914299.500000 Penalty: 4628.597656
	Iteration 37Q: 3 clusters Score -914299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -914299.312500 Penalty: 4628.597656
	Iteration 38Q: 3 clusters Score -914299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -914299.312500 Penalty: 4628.597656
	Iteration 39F: 3 clusters Score -914299.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -77356.132812 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -77356.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75358.632812 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -75358.63 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75695.210938 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -75695.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75806.468750 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -75806.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75864.781250 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -75864.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75904.789062 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -75904.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75939.304688 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -75939.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75981.421875 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -75981.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76040.320312 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -76040.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76078.109375 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -76078.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76115.218750 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -76115.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76160.828125 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -76160.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76199.078125 Penalty: 3460.731689
	Iteration 11Q: 3 clusters Score -76199.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76221.796875 Penalty: 3460.731689
	Iteration 12Q: 3 clusters Score -76221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76247.968750 Penalty: 3460.731689
	Iteration 13Q: 3 clusters Score -76247.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76272.445312 Penalty: 3460.731689
	Iteration 14Q: 3 clusters Score -76272.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76297.617188 Penalty: 3460.731689
	Iteration 15Q: 3 clusters Score -76297.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76328.828125 Penalty: 3460.731689
	Iteration 16Q: 3 clusters Score -76328.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76355.976562 Penalty: 3460.731689
	Iteration 17Q: 3 clusters Score -76355.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76385.625000 Penalty: 3460.731689
	Iteration 18Q: 3 clusters Score -76385.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76399.585938 Penalty: 3460.731689
	Iteration 19Q: 3 clusters Score -76399.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76413.500000 Penalty: 3460.731689
	Iteration 20F: 3 clusters Score -76413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76437.937500 Penalty: 3460.731689
	Iteration 21Q: 3 clusters Score -76437.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -76450.085938 Penalty: 3460.731689
	Iteration 22Q: 3 clusters Score -76450.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76454.039062 Penalty: 3460.731689
	Iteration 23Q: 3 clusters Score -76454.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76462.812500 Penalty: 3460.731689
	Iteration 24Q: 3 clusters Score -76462.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76472.945312 Penalty: 3460.731689
	Iteration 25Q: 3 clusters Score -76472.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76492.250000 Penalty: 3460.731689
	Iteration 26Q: 3 clusters Score -76492.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76518.500000 Penalty: 3460.731689
	Iteration 27Q: 3 clusters Score -76518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76523.085938 Penalty: 3460.731689
	Iteration 28Q: 3 clusters Score -76523.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76528.804688 Penalty: 3460.731689
	Iteration 29Q: 3 clusters Score -76528.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76536.500000 Penalty: 3460.731689
	Iteration 30Q: 3 clusters Score -76536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -76546.437500 Penalty: 3460.731689
	Iteration 31Q: 3 clusters Score -76546.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76556.148438 Penalty: 3460.731689
	Iteration 32Q: 3 clusters Score -76556.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76558.929688 Penalty: 3460.731689
	Iteration 33Q: 3 clusters Score -76558.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76561.843750 Penalty: 3460.731689
	Iteration 34Q: 3 clusters Score -76561.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76568.078125 Penalty: 3460.731689
	Iteration 35Q: 3 clusters Score -76568.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76575.695312 Penalty: 3460.731689
	Iteration 36Q: 3 clusters Score -76575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76578.640625 Penalty: 3460.731689
	Iteration 37Q: 3 clusters Score -76578.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76580.250000 Penalty: 3460.731689
	Iteration 38Q: 3 clusters Score -76580.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76580.250000 Penalty: 3460.731689
	Iteration 39F: 3 clusters Score -76580.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (60713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Entering Unmasked Estep 
Score: -5052313.000000 Penalty: 2731.450439
	Iteration 0F: 2 clusters Score -5052313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -5011550.000000 Penalty: 5462.900879
	Iteration 0F: 3 clusters Score -5011550 nChanged 28313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -5027570.000000 Penalty: 5462.900879
	Iteration 1F: 3 clusters Score -5027570 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5028376.000000 Penalty: 5462.900879
	Iteration 2Q: 3 clusters Score -5028376 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5029388.500000 Penalty: 5462.900879
	Iteration 3Q: 3 clusters Score -5029388 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5030754.000000 Penalty: 5462.900879
	Iteration 4Q: 3 clusters Score -5030754 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -5032547.000000 Penalty: 5462.900879
	Iteration 5F: 3 clusters Score -5032547 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5034880.500000 Penalty: 5462.900879
	Iteration 6F: 3 clusters Score -5034880 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -5037717.000000 Penalty: 5462.900879
	Iteration 7F: 3 clusters Score -5037717 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5040506.500000 Penalty: 5462.900879
	Iteration 8F: 3 clusters Score -5040506 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5042896.500000 Penalty: 5462.900879
	Iteration 9F: 3 clusters Score -5042896 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -5044673.500000 Penalty: 5462.900879
	Iteration 10Q: 3 clusters Score -5044674 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -5046094.500000 Penalty: 5462.900879
	Iteration 11Q: 3 clusters Score -5046094 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5047284.000000 Penalty: 5462.900879
	Iteration 12Q: 3 clusters Score -5047284 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5048133.500000 Penalty: 5462.900879
	Iteration 13Q: 3 clusters Score -5048134 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5048802.000000 Penalty: 5462.900879
	Iteration 14Q: 3 clusters Score -5048802 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5049306.500000 Penalty: 5462.900879
	Iteration 15Q: 3 clusters Score -5049306 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5049651.000000 Penalty: 5462.900879
	Iteration 16Q: 3 clusters Score -5049651 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5049910.500000 Penalty: 5462.900879
	Iteration 17Q: 3 clusters Score -5049910 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5050134.500000 Penalty: 5462.900879
	Iteration 18Q: 3 clusters Score -5050134 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5050269.000000 Penalty: 5462.900879
	Iteration 19Q: 3 clusters Score -5050269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5050351.500000 Penalty: 5462.900879
	Iteration 20F: 3 clusters Score -5050352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5050406.000000 Penalty: 5462.900879
	Iteration 21Q: 3 clusters Score -5050406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5050415.500000 Penalty: 5462.900879
	Iteration 22Q: 3 clusters Score -5050416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5050443.000000 Penalty: 5462.900879
	Iteration 23Q: 3 clusters Score -5050443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5050455.000000 Penalty: 5462.900879
	Iteration 24Q: 3 clusters Score -5050455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5050472.000000 Penalty: 5462.900879
	Iteration 25Q: 3 clusters Score -5050472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5050481.000000 Penalty: 5462.900879
	Iteration 26Q: 3 clusters Score -5050481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5050492.500000 Penalty: 5462.900879
	Iteration 27Q: 3 clusters Score -5050492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5050493.500000 Penalty: 5462.900879
	Iteration 28Q: 3 clusters Score -5050494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5050502.500000 Penalty: 5462.900879
	Iteration 29Q: 3 clusters Score -5050502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5050507.000000 Penalty: 5462.900879
	Iteration 30Q: 3 clusters Score -5050507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5050515.000000 Penalty: 5462.900879
	Iteration 31Q: 3 clusters Score -5050515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5050517.500000 Penalty: 5462.900879
	Iteration 32Q: 3 clusters Score -5050518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5050522.500000 Penalty: 5462.900879
	Iteration 33Q: 3 clusters Score -5050522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5050525.000000 Penalty: 5462.900879
	Iteration 34Q: 3 clusters Score -5050525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5050531.500000 Penalty: 5462.900879
	Iteration 35Q: 3 clusters Score -5050532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5050526.500000 Penalty: 5462.900879
	Iteration 36Q: 3 clusters Score -5050526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5050541.500000 Penalty: 5462.900879
	Iteration 37Q: 3 clusters Score -5050542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5050541.500000 Penalty: 5462.900879
	Iteration 38Q: 3 clusters Score -5050542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5050547.500000 Penalty: 5462.900879
	Iteration 39Q: 3 clusters Score -5050548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5050542.000000 Penalty: 5462.900879
	Iteration 40F: 3 clusters Score -5050542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5050543.000000 Penalty: 5462.900879
	Iteration 41Q: 3 clusters Score -5050543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5050545.000000 Penalty: 5462.900879
	Iteration 42Q: 3 clusters Score -5050545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5050539.000000 Penalty: 5462.900879
	Iteration 43Q: 3 clusters Score -5050539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5050538.000000 Penalty: 5462.900879
	Iteration 44Q: 3 clusters Score -5050538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5050540.000000 Penalty: 5462.900879
	Iteration 45Q: 3 clusters Score -5050540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5050538.500000 Penalty: 5462.900879
	Iteration 46Q: 3 clusters Score -5050538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5050538.500000 Penalty: 5462.900879
	Iteration 47Q: 3 clusters Score -5050538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5050538.500000 Penalty: 5462.900879
	Iteration 48F: 3 clusters Score -5050538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -93671.804688 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -93671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -91554.375000 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -91554.38 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -91987.578125 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -91987.58 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92106.546875 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -92106.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92167.007812 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -92167.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92237.414062 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -92237.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -92319.078125 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -92319.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -92368.898438 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -92368.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -92424.476562 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -92424.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -92473.367188 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -92473.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -92515.882812 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -92515.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -92558.195312 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -92558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -92582.921875 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -92582.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92599.085938 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -92599.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -92609.218750 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -92609.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -92631.703125 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -92631.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -92683.812500 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -92683.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -92799.671875 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -92799.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -92918.781250 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -92918.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -93003.304688 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -93003.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -93099.359375 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -93099.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -93166.500000 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -93166.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -93209.710938 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -93209.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -93237.273438 Penalty: 3547.913818
	Iteration 22Q: 3 clusters Score -93237.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -93260.265625 Penalty: 3547.913818
	Iteration 23Q: 3 clusters Score -93260.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -93271.273438 Penalty: 3547.913818
	Iteration 24Q: 3 clusters Score -93271.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -93275.375000 Penalty: 3547.913818
	Iteration 25Q: 3 clusters Score -93275.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -93275.375000 Penalty: 3547.913818
	Iteration 26F: 3 clusters Score -93275.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -33776.859375 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -33776.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32288.322266 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -32288.32 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32433.244141 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -32433.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32494.611328 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -32494.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32530.919922 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -32530.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32551.640625 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -32551.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32569.175781 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -32569.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32579.398438 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -32579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32585.152344 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -32585.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32590.109375 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -32590.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32596.550781 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -32596.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32605.447266 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -32605.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32611.154297 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -32611.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32619.132812 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -32619.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32622.908203 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -32622.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32622.908203 Penalty: 3022.410645
	Iteration 14F: 3 clusters Score -32622.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -90295.000000 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -90295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88298.796875 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -88298.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88606.585938 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -88606.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88700.750000 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -88700.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -88731.390625 Penalty: 3492.974121
	Iteration 3Q: 3 clusters Score -88731.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -88742.203125 Penalty: 3492.974121
	Iteration 4Q: 3 clusters Score -88742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -88749.640625 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -88749.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88754.562500 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -88754.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88757.382812 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -88757.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88759.335938 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -88759.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88762.148438 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -88762.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88762.546875 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -88762.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88762.546875 Penalty: 3492.974121
	Iteration 11F: 3 clusters Score -88762.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -304808.218750 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -304808.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -300758.531250 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -300758.5 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -302120.000000 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -302120 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -302750.875000 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -302750.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -303268.031250 Penalty: 4162.361328
	Iteration 3F: 3 clusters Score -303268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -303658.281250 Penalty: 4162.361328
	Iteration 4F: 3 clusters Score -303658.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -303927.062500 Penalty: 4162.361328
	Iteration 5F: 3 clusters Score -303927.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -304098.656250 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -304098.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -304195.625000 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -304195.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -304278.125000 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -304278.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -304331.593750 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -304331.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -304368.843750 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -304368.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -304408.312500 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -304408.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -304435.656250 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -304435.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -304463.781250 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -304463.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -304493.625000 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -304493.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -304519.500000 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -304519.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -304548.437500 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -304548.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -304581.750000 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -304581.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -304607.562500 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -304607.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -304628.593750 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -304628.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -304640.875000 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -304640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -304655.500000 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -304655.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -304667.750000 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -304667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -304676.718750 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -304676.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -304684.781250 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -304684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -304692.937500 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -304692.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -304699.437500 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -304699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -304706.562500 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -304706.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -304718.156250 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -304718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -304725.343750 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -304725.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -304731.781250 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -304731.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -304742.375000 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -304742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -304746.875000 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -304746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -304749.937500 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -304749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -304752.625000 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -304752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -304753.781250 Penalty: 4162.361328
	Iteration 35Q: 3 clusters Score -304753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -304760.531250 Penalty: 4162.361328
	Iteration 36Q: 3 clusters Score -304760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -304764.750000 Penalty: 4162.361328
	Iteration 37Q: 3 clusters Score -304764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -304767.906250 Penalty: 4162.361328
	Iteration 38Q: 3 clusters Score -304767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -304767.312500 Penalty: 4162.361328
	Iteration 39Q: 3 clusters Score -304767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -304767.312500 Penalty: 4162.361328
	Iteration 40F: 3 clusters Score -304767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -664572.250000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -664572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -658241.187500 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -658241.2 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -660002.937500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -660002.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -660307.375000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -660307.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -660528.500000 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -660528.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -660696.937500 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -660696.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -660844.812500 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -660844.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -660970.750000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -660970.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -661101.062500 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -661101.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -661210.875000 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -661210.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -661324.062500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -661324.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -661478.187500 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -661478.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -661659.750000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -661659.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -661846.125000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -661846.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -662039.125000 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -662039.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -662216.375000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -662216.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -662377.375000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -662377.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -662509.187500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -662509.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -662603.937500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -662603.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -662663.312500 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -662663.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -662702.687500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -662702.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -662730.375000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -662730.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -662756.562500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -662756.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -662775.562500 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -662775.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -662785.750000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -662785.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -662799.375000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -662799.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -662805.250000 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -662805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -662812.125000 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -662812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -662819.812500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -662819.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -662824.562500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -662824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -662831.625000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -662831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -662837.625000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -662837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -662840.437500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -662840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -662846.625000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -662846.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -662852.000000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -662852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -662855.937500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -662855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -662856.750000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -662856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -662857.125000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -662857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -662860.250000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -662860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -662860.500000 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -662860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -662860.375000 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -662860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -662860.375000 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -662860.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -1258082.500000 Penalty: 2390.908203
	Iteration 0F: 2 clusters Score -1258082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1246935.875000 Penalty: 4781.816406
	Iteration 0F: 3 clusters Score -1246936 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1250570.750000 Penalty: 4781.816406
	Iteration 1F: 3 clusters Score -1250571 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1250979.625000 Penalty: 4781.816406
	Iteration 2F: 3 clusters Score -1250980 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1251352.500000 Penalty: 4781.816406
	Iteration 3F: 3 clusters Score -1251352 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1251753.750000 Penalty: 4781.816406
	Iteration 4Q: 3 clusters Score -1251754 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1252246.250000 Penalty: 4781.816406
	Iteration 5F: 3 clusters Score -1252246 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1252788.125000 Penalty: 4781.816406
	Iteration 6F: 3 clusters Score -1252788 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1253453.000000 Penalty: 4781.816406
	Iteration 7F: 3 clusters Score -1253453 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1254161.125000 Penalty: 4781.816406
	Iteration 8F: 3 clusters Score -1254161 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1254793.000000 Penalty: 4781.816406
	Iteration 9Q: 3 clusters Score -1254793 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1255287.500000 Penalty: 4781.816406
	Iteration 10Q: 3 clusters Score -1255288 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1255560.750000 Penalty: 4781.816406
	Iteration 11Q: 3 clusters Score -1255561 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1255705.625000 Penalty: 4781.816406
	Iteration 12Q: 3 clusters Score -1255706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1255798.250000 Penalty: 4781.816406
	Iteration 13Q: 3 clusters Score -1255798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1255859.000000 Penalty: 4781.816406
	Iteration 14Q: 3 clusters Score -1255859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1255905.375000 Penalty: 4781.816406
	Iteration 15Q: 3 clusters Score -1255905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1255950.125000 Penalty: 4781.816406
	Iteration 16Q: 3 clusters Score -1255950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1255969.250000 Penalty: 4781.816406
	Iteration 17Q: 3 clusters Score -1255969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1255976.125000 Penalty: 4781.816406
	Iteration 18Q: 3 clusters Score -1255976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1255979.750000 Penalty: 4781.816406
	Iteration 19Q: 3 clusters Score -1255980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1255984.500000 Penalty: 4781.816406
	Iteration 20F: 3 clusters Score -1255984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1255989.125000 Penalty: 4781.816406
	Iteration 21Q: 3 clusters Score -1255989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1255997.000000 Penalty: 4781.816406
	Iteration 22Q: 3 clusters Score -1255997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1255999.000000 Penalty: 4781.816406
	Iteration 23Q: 3 clusters Score -1255999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1255998.875000 Penalty: 4781.816406
	Iteration 24Q: 3 clusters Score -1255999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1256002.250000 Penalty: 4781.816406
	Iteration 25Q: 3 clusters Score -1256002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1256002.250000 Penalty: 4781.816406
	Iteration 26F: 3 clusters Score -1256002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Entering Unmasked Estep 
Score: -1165315.875000 Penalty: 2364.292480
	Iteration 0F: 2 clusters Score -1165316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1155280.375000 Penalty: 4728.584961
	Iteration 0F: 3 clusters Score -1155280 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1158467.375000 Penalty: 4728.584961
	Iteration 1F: 3 clusters Score -1158467 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1158874.750000 Penalty: 4728.584961
	Iteration 2F: 3 clusters Score -1158875 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1159235.250000 Penalty: 4728.584961
	Iteration 3F: 3 clusters Score -1159235 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1159640.000000 Penalty: 4728.584961
	Iteration 4Q: 3 clusters Score -1159640 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1160155.000000 Penalty: 4728.584961
	Iteration 5F: 3 clusters Score -1160155 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1160776.250000 Penalty: 4728.584961
	Iteration 6F: 3 clusters Score -1160776 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1161570.625000 Penalty: 4728.584961
	Iteration 7F: 3 clusters Score -1161571 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1162410.125000 Penalty: 4728.584961
	Iteration 8F: 3 clusters Score -1162410 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1163109.000000 Penalty: 4728.584961
	Iteration 9F: 3 clusters Score -1163109 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1163586.125000 Penalty: 4728.584961
	Iteration 10Q: 3 clusters Score -1163586 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1163834.625000 Penalty: 4728.584961
	Iteration 11Q: 3 clusters Score -1163835 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1163979.250000 Penalty: 4728.584961
	Iteration 12Q: 3 clusters Score -1163979 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1164089.500000 Penalty: 4728.584961
	Iteration 13Q: 3 clusters Score -1164090 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1164182.250000 Penalty: 4728.584961
	Iteration 14Q: 3 clusters Score -1164182 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1164264.500000 Penalty: 4728.584961
	Iteration 15Q: 3 clusters Score -1164264 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1164324.125000 Penalty: 4728.584961
	Iteration 16Q: 3 clusters Score -1164324 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1164383.875000 Penalty: 4728.584961
	Iteration 17Q: 3 clusters Score -1164384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1164414.250000 Penalty: 4728.584961
	Iteration 18Q: 3 clusters Score -1164414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1164433.000000 Penalty: 4728.584961
	Iteration 19Q: 3 clusters Score -1164433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1164451.375000 Penalty: 4728.584961
	Iteration 20F: 3 clusters Score -1164451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1164459.625000 Penalty: 4728.584961
	Iteration 21Q: 3 clusters Score -1164460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1164469.125000 Penalty: 4728.584961
	Iteration 22Q: 3 clusters Score -1164469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1164480.250000 Penalty: 4728.584961
	Iteration 23Q: 3 clusters Score -1164480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1164486.750000 Penalty: 4728.584961
	Iteration 24Q: 3 clusters Score -1164487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1164492.750000 Penalty: 4728.584961
	Iteration 25Q: 3 clusters Score -1164493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1164497.500000 Penalty: 4728.584961
	Iteration 26Q: 3 clusters Score -1164498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1164502.750000 Penalty: 4728.584961
	Iteration 27Q: 3 clusters Score -1164503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1164504.625000 Penalty: 4728.584961
	Iteration 28Q: 3 clusters Score -1164505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1164507.125000 Penalty: 4728.584961
	Iteration 29Q: 3 clusters Score -1164507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1164506.750000 Penalty: 4728.584961
	Iteration 30Q: 3 clusters Score -1164507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1164511.250000 Penalty: 4728.584961
	Iteration 31Q: 3 clusters Score -1164511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1164510.875000 Penalty: 4728.584961
	Iteration 32Q: 3 clusters Score -1164511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1164511.500000 Penalty: 4728.584961
	Iteration 33Q: 3 clusters Score -1164512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1164512.625000 Penalty: 4728.584961
	Iteration 34Q: 3 clusters Score -1164513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1164513.250000 Penalty: 4728.584961
	Iteration 35Q: 3 clusters Score -1164513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1164516.625000 Penalty: 4728.584961
	Iteration 36Q: 3 clusters Score -1164517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1164517.625000 Penalty: 4728.584961
	Iteration 37Q: 3 clusters Score -1164518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1164515.875000 Penalty: 4728.584961
	Iteration 38Q: 3 clusters Score -1164516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1164515.875000 Penalty: 4728.584961
	Iteration 39F: 3 clusters Score -1164516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Entering Unmasked Estep 
Score: -3213940.000000 Penalty: 2625.954590
	Iteration 0F: 2 clusters Score -3213940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3186818.250000 Penalty: 5251.909180
	Iteration 0F: 3 clusters Score -3186818 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3197096.500000 Penalty: 5251.909180
	Iteration 1F: 3 clusters Score -3197096 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3197702.000000 Penalty: 5251.909180
	Iteration 2Q: 3 clusters Score -3197702 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3198333.000000 Penalty: 5251.909180
	Iteration 3Q: 3 clusters Score -3198333 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3198974.750000 Penalty: 5251.909180
	Iteration 4Q: 3 clusters Score -3198975 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3199693.000000 Penalty: 5251.909180
	Iteration 5Q: 3 clusters Score -3199693 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3200452.000000 Penalty: 5251.909180
	Iteration 6Q: 3 clusters Score -3200452 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3201294.500000 Penalty: 5251.909180
	Iteration 7Q: 3 clusters Score -3201294 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3202197.750000 Penalty: 5251.909180
	Iteration 8Q: 3 clusters Score -3202198 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3203105.750000 Penalty: 5251.909180
	Iteration 9Q: 3 clusters Score -3203106 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3204007.000000 Penalty: 5251.909180
	Iteration 10Q: 3 clusters Score -3204007 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3204747.250000 Penalty: 5251.909180
	Iteration 11Q: 3 clusters Score -3204747 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3205250.250000 Penalty: 5251.909180
	Iteration 12Q: 3 clusters Score -3205250 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3205542.500000 Penalty: 5251.909180
	Iteration 13Q: 3 clusters Score -3205542 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3205681.750000 Penalty: 5251.909180
	Iteration 14Q: 3 clusters Score -3205682 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3205772.000000 Penalty: 5251.909180
	Iteration 15Q: 3 clusters Score -3205772 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3205832.500000 Penalty: 5251.909180
	Iteration 16Q: 3 clusters Score -3205832 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3205883.750000 Penalty: 5251.909180
	Iteration 17Q: 3 clusters Score -3205884 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3205940.000000 Penalty: 5251.909180
	Iteration 18Q: 3 clusters Score -3205940 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3206004.250000 Penalty: 5251.909180
	Iteration 19Q: 3 clusters Score -3206004 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3206044.250000 Penalty: 5251.909180
	Iteration 20F: 3 clusters Score -3206044 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3206106.250000 Penalty: 5251.909180
	Iteration 21Q: 3 clusters Score -3206106 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3206176.250000 Penalty: 5251.909180
	Iteration 22Q: 3 clusters Score -3206176 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3206258.750000 Penalty: 5251.909180
	Iteration 23Q: 3 clusters Score -3206259 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3206317.000000 Penalty: 5251.909180
	Iteration 24Q: 3 clusters Score -3206317 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3206396.250000 Penalty: 5251.909180
	Iteration 25Q: 3 clusters Score -3206396 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3206496.250000 Penalty: 5251.909180
	Iteration 26Q: 3 clusters Score -3206496 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3206593.000000 Penalty: 5251.909180
	Iteration 27Q: 3 clusters Score -3206593 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3206725.500000 Penalty: 5251.909180
	Iteration 28Q: 3 clusters Score -3206726 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3206850.750000 Penalty: 5251.909180
	Iteration 29Q: 3 clusters Score -3206851 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3206983.000000 Penalty: 5251.909180
	Iteration 30Q: 3 clusters Score -3206983 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3207152.750000 Penalty: 5251.909180
	Iteration 31Q: 3 clusters Score -3207153 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3207340.000000 Penalty: 5251.909180
	Iteration 32Q: 3 clusters Score -3207340 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3207558.250000 Penalty: 5251.909180
	Iteration 33Q: 3 clusters Score -3207558 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3207754.750000 Penalty: 5251.909180
	Iteration 34Q: 3 clusters Score -3207755 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3207937.250000 Penalty: 5251.909180
	Iteration 35Q: 3 clusters Score -3207937 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3208162.750000 Penalty: 5251.909180
	Iteration 36Q: 3 clusters Score -3208163 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3208391.000000 Penalty: 5251.909180
	Iteration 37Q: 3 clusters Score -3208391 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3208650.250000 Penalty: 5251.909180
	Iteration 38Q: 3 clusters Score -3208650 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3208890.750000 Penalty: 5251.909180
	Iteration 39Q: 3 clusters Score -3208891 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3209151.000000 Penalty: 5251.909180
	Iteration 40F: 3 clusters Score -3209151 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3209433.750000 Penalty: 5251.909180
	Iteration 41Q: 3 clusters Score -3209434 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3209687.000000 Penalty: 5251.909180
	Iteration 42Q: 3 clusters Score -3209687 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3209953.500000 Penalty: 5251.909180
	Iteration 43Q: 3 clusters Score -3209954 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3210197.500000 Penalty: 5251.909180
	Iteration 44Q: 3 clusters Score -3210198 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3210405.000000 Penalty: 5251.909180
	Iteration 45Q: 3 clusters Score -3210405 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3210604.500000 Penalty: 5251.909180
	Iteration 46Q: 3 clusters Score -3210604 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3210799.250000 Penalty: 5251.909180
	Iteration 47Q: 3 clusters Score -3210799 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3210996.250000 Penalty: 5251.909180
	Iteration 48Q: 3 clusters Score -3210996 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3211195.250000 Penalty: 5251.909180
	Iteration 49Q: 3 clusters Score -3211195 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3211371.250000 Penalty: 5251.909180
	Iteration 50Q: 3 clusters Score -3211371 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3211505.000000 Penalty: 5251.909180
	Iteration 51Q: 3 clusters Score -3211505 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3211612.250000 Penalty: 5251.909180
	Iteration 52Q: 3 clusters Score -3211612 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3211686.500000 Penalty: 5251.909180
	Iteration 53Q: 3 clusters Score -3211686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3211762.000000 Penalty: 5251.909180
	Iteration 54Q: 3 clusters Score -3211762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3211804.750000 Penalty: 5251.909180
	Iteration 55Q: 3 clusters Score -3211805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3211835.250000 Penalty: 5251.909180
	Iteration 56Q: 3 clusters Score -3211835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3211866.750000 Penalty: 5251.909180
	Iteration 57Q: 3 clusters Score -3211867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3211890.250000 Penalty: 5251.909180
	Iteration 58Q: 3 clusters Score -3211890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3211926.000000 Penalty: 5251.909180
	Iteration 59Q: 3 clusters Score -3211926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3211946.500000 Penalty: 5251.909180
	Iteration 60F: 3 clusters Score -3211946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3211977.500000 Penalty: 5251.909180
	Iteration 61Q: 3 clusters Score -3211978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3211992.000000 Penalty: 5251.909180
	Iteration 62Q: 3 clusters Score -3211992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3212009.750000 Penalty: 5251.909180
	Iteration 63Q: 3 clusters Score -3212010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3212023.000000 Penalty: 5251.909180
	Iteration 64Q: 3 clusters Score -3212023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3212041.000000 Penalty: 5251.909180
	Iteration 65Q: 3 clusters Score -3212041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3212048.000000 Penalty: 5251.909180
	Iteration 66Q: 3 clusters Score -3212048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3212052.750000 Penalty: 5251.909180
	Iteration 67Q: 3 clusters Score -3212053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3212056.500000 Penalty: 5251.909180
	Iteration 68Q: 3 clusters Score -3212056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3212057.000000 Penalty: 5251.909180
	Iteration 69Q: 3 clusters Score -3212057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3212056.000000 Penalty: 5251.909180
	Iteration 70Q: 3 clusters Score -3212056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3212055.500000 Penalty: 5251.909180
	Iteration 71Q: 3 clusters Score -3212056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3212056.000000 Penalty: 5251.909180
	Iteration 72Q: 3 clusters Score -3212056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3212065.000000 Penalty: 5251.909180
	Iteration 73Q: 3 clusters Score -3212065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3212065.000000 Penalty: 5251.909180
	Iteration 74Q: 3 clusters Score -3212065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3212067.750000 Penalty: 5251.909180
	Iteration 75Q: 3 clusters Score -3212068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3212066.750000 Penalty: 5251.909180
	Iteration 76Q: 3 clusters Score -3212067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3212070.000000 Penalty: 5251.909180
	Iteration 77Q: 3 clusters Score -3212070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3212068.750000 Penalty: 5251.909180
	Iteration 78Q: 3 clusters Score -3212069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3212069.500000 Penalty: 5251.909180
	Iteration 79Q: 3 clusters Score -3212070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3212070.000000 Penalty: 5251.909180
	Iteration 80F: 3 clusters Score -3212070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3212071.500000 Penalty: 5251.909180
	Iteration 81Q: 3 clusters Score -3212072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3212080.000000 Penalty: 5251.909180
	Iteration 82Q: 3 clusters Score -3212080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3212078.000000 Penalty: 5251.909180
	Iteration 83Q: 3 clusters Score -3212078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3212078.000000 Penalty: 5251.909180
	Iteration 84Q: 3 clusters Score -3212078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3212075.500000 Penalty: 5251.909180
	Iteration 85Q: 3 clusters Score -3212076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3212080.250000 Penalty: 5251.909180
	Iteration 86Q: 3 clusters Score -3212080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3212081.750000 Penalty: 5251.909180
	Iteration 87Q: 3 clusters Score -3212082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3212083.750000 Penalty: 5251.909180
	Iteration 88Q: 3 clusters Score -3212084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3212083.000000 Penalty: 5251.909180
	Iteration 89Q: 3 clusters Score -3212083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3212083.500000 Penalty: 5251.909180
	Iteration 90Q: 3 clusters Score -3212084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3212083.500000 Penalty: 5251.909180
	Iteration 91F: 3 clusters Score -3212084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -101101.179688 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -101101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98934.890625 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -98934.89 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99285.656250 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -99285.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99416.867188 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -99416.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99508.476562 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -99508.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99561.828125 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -99561.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99588.773438 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -99588.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99615.632812 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -99615.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99633.585938 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -99633.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99645.960938 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -99645.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -99666.054688 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -99666.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99686.140625 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -99686.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99704.460938 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -99704.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99716.523438 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -99716.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99732.367188 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -99732.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99740.062500 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -99740.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -99748.132812 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -99748.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99755.117188 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -99755.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99760.554688 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -99760.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99766.210938 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -99766.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99773.382812 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -99773.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99779.070312 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -99779.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99781.304688 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -99781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99781.695312 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -99781.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99782.000000 Penalty: 3579.123535
	Iteration 23Q: 3 clusters Score -99782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99782.648438 Penalty: 3579.123535
	Iteration 24Q: 3 clusters Score -99782.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99782.648438 Penalty: 3579.123535
	Iteration 25F: 3 clusters Score -99782.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -487393.500000 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -487393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -482149.250000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -482149.2 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -483560.125000 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -483560.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -483901.781250 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -483901.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -484248.906250 Penalty: 4325.591309
	Iteration 3F: 3 clusters Score -484248.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -484586.500000 Penalty: 4325.591309
	Iteration 4F: 3 clusters Score -484586.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -484978.906250 Penalty: 4325.591309
	Iteration 5F: 3 clusters Score -484978.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -485378.062500 Penalty: 4325.591309
	Iteration 6F: 3 clusters Score -485378.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -485729.031250 Penalty: 4325.591309
	Iteration 7F: 3 clusters Score -485729 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -486063.062500 Penalty: 4325.591309
	Iteration 8F: 3 clusters Score -486063.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -486322.500000 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -486322.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -486469.625000 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -486469.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -486563.843750 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -486563.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -486635.531250 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -486635.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -486680.406250 Penalty: 4325.591309
	Iteration 13Q: 3 clusters Score -486680.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -486712.156250 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -486712.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -486737.218750 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -486737.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -486760.468750 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -486760.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -486775.875000 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -486775.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -486787.687500 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -486787.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -486798.093750 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -486798.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -486808.218750 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -486808.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -486814.718750 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -486814.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -486820.343750 Penalty: 4325.591309
	Iteration 22Q: 3 clusters Score -486820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -486822.656250 Penalty: 4325.591309
	Iteration 23Q: 3 clusters Score -486822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -486824.468750 Penalty: 4325.591309
	Iteration 24Q: 3 clusters Score -486824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -486825.000000 Penalty: 4325.591309
	Iteration 25Q: 3 clusters Score -486825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -486826.156250 Penalty: 4325.591309
	Iteration 26Q: 3 clusters Score -486826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -486826.843750 Penalty: 4325.591309
	Iteration 27Q: 3 clusters Score -486826.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -486826.843750 Penalty: 4325.591309
	Iteration 28F: 3 clusters Score -486826.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -89946.585938 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -89946.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -87577.648438 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -87577.65 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -88153.898438 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -88153.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -88380.132812 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -88380.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -88579.460938 Penalty: 3667.973389
	Iteration 3F: 3 clusters Score -88579.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -88743.281250 Penalty: 3667.973389
	Iteration 4F: 3 clusters Score -88743.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -88895.984375 Penalty: 3667.973389
	Iteration 5F: 3 clusters Score -88895.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -88985.476562 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -88985.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -89069.757812 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -89069.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89149.210938 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -89149.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -89217.882812 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -89217.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -89263.882812 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -89263.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -89307.156250 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -89307.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89339.421875 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -89339.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -89359.390625 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -89359.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -89368.601562 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -89368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -89380.648438 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -89380.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -89388.250000 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -89388.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -89395.281250 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -89395.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -89403.796875 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -89403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -89417.015625 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -89417.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89437.757812 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -89437.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89467.234375 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -89467.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89473.359375 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -89473.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89474.695312 Penalty: 3667.973389
	Iteration 23Q: 3 clusters Score -89474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89474.695312 Penalty: 3667.973389
	Iteration 24F: 3 clusters Score -89474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Entering Unmasked Estep 
Score: -1177043.125000 Penalty: 2370.217285
	Iteration 0F: 2 clusters Score -1177043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1166601.625000 Penalty: 4740.434570
	Iteration 0F: 3 clusters Score -1166602 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1169809.500000 Penalty: 4740.434570
	Iteration 1F: 3 clusters Score -1169810 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1170182.500000 Penalty: 4740.434570
	Iteration 2F: 3 clusters Score -1170182 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1170513.125000 Penalty: 4740.434570
	Iteration 3F: 3 clusters Score -1170513 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1170801.250000 Penalty: 4740.434570
	Iteration 4Q: 3 clusters Score -1170801 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1171083.250000 Penalty: 4740.434570
	Iteration 5Q: 3 clusters Score -1171083 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1171360.375000 Penalty: 4740.434570
	Iteration 6Q: 3 clusters Score -1171360 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1171628.750000 Penalty: 4740.434570
	Iteration 7Q: 3 clusters Score -1171629 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1171860.000000 Penalty: 4740.434570
	Iteration 8Q: 3 clusters Score -1171860 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1172105.875000 Penalty: 4740.434570
	Iteration 9Q: 3 clusters Score -1172106 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1172365.750000 Penalty: 4740.434570
	Iteration 10Q: 3 clusters Score -1172366 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1172620.625000 Penalty: 4740.434570
	Iteration 11Q: 3 clusters Score -1172621 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1172888.375000 Penalty: 4740.434570
	Iteration 12Q: 3 clusters Score -1172888 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1173140.125000 Penalty: 4740.434570
	Iteration 13Q: 3 clusters Score -1173140 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1173394.500000 Penalty: 4740.434570
	Iteration 14Q: 3 clusters Score -1173394 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1173648.750000 Penalty: 4740.434570
	Iteration 15Q: 3 clusters Score -1173649 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1173894.125000 Penalty: 4740.434570
	Iteration 16Q: 3 clusters Score -1173894 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1174084.250000 Penalty: 4740.434570
	Iteration 17Q: 3 clusters Score -1174084 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1174254.500000 Penalty: 4740.434570
	Iteration 18Q: 3 clusters Score -1174254 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1174393.000000 Penalty: 4740.434570
	Iteration 19Q: 3 clusters Score -1174393 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1174486.875000 Penalty: 4740.434570
	Iteration 20F: 3 clusters Score -1174487 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1174555.375000 Penalty: 4740.434570
	Iteration 21Q: 3 clusters Score -1174555 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1174619.750000 Penalty: 4740.434570
	Iteration 22Q: 3 clusters Score -1174620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1174673.125000 Penalty: 4740.434570
	Iteration 23Q: 3 clusters Score -1174673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1174721.750000 Penalty: 4740.434570
	Iteration 24Q: 3 clusters Score -1174722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1174760.125000 Penalty: 4740.434570
	Iteration 25Q: 3 clusters Score -1174760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1174791.250000 Penalty: 4740.434570
	Iteration 26Q: 3 clusters Score -1174791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1174814.125000 Penalty: 4740.434570
	Iteration 27Q: 3 clusters Score -1174814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1174837.375000 Penalty: 4740.434570
	Iteration 28Q: 3 clusters Score -1174837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1174862.000000 Penalty: 4740.434570
	Iteration 29Q: 3 clusters Score -1174862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1174884.000000 Penalty: 4740.434570
	Iteration 30Q: 3 clusters Score -1174884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1174908.750000 Penalty: 4740.434570
	Iteration 31Q: 3 clusters Score -1174909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1174929.500000 Penalty: 4740.434570
	Iteration 32Q: 3 clusters Score -1174930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1174937.750000 Penalty: 4740.434570
	Iteration 33Q: 3 clusters Score -1174938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1174947.250000 Penalty: 4740.434570
	Iteration 34Q: 3 clusters Score -1174947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1174960.375000 Penalty: 4740.434570
	Iteration 35Q: 3 clusters Score -1174960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1174964.000000 Penalty: 4740.434570
	Iteration 36Q: 3 clusters Score -1174964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1174972.000000 Penalty: 4740.434570
	Iteration 37Q: 3 clusters Score -1174972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1174977.750000 Penalty: 4740.434570
	Iteration 38Q: 3 clusters Score -1174978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1174989.250000 Penalty: 4740.434570
	Iteration 39Q: 3 clusters Score -1174989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1174990.750000 Penalty: 4740.434570
	Iteration 40F: 3 clusters Score -1174991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1174997.250000 Penalty: 4740.434570
	Iteration 41Q: 3 clusters Score -1174997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1175001.625000 Penalty: 4740.434570
	Iteration 42Q: 3 clusters Score -1175002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1175005.125000 Penalty: 4740.434570
	Iteration 43Q: 3 clusters Score -1175005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1175009.250000 Penalty: 4740.434570
	Iteration 44Q: 3 clusters Score -1175009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1175010.000000 Penalty: 4740.434570
	Iteration 45Q: 3 clusters Score -1175010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1175017.500000 Penalty: 4740.434570
	Iteration 46Q: 3 clusters Score -1175018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1175027.000000 Penalty: 4740.434570
	Iteration 47Q: 3 clusters Score -1175027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1175034.125000 Penalty: 4740.434570
	Iteration 48Q: 3 clusters Score -1175034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1175037.750000 Penalty: 4740.434570
	Iteration 49Q: 3 clusters Score -1175038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1175039.000000 Penalty: 4740.434570
	Iteration 50Q: 3 clusters Score -1175039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1175039.000000 Penalty: 4740.434570
	Iteration 51F: 3 clusters Score -1175039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (37571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Entering Unmasked Estep 
Score: -3135484.250000 Penalty: 2612.428955
	Iteration 0F: 2 clusters Score -3135484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3110062.750000 Penalty: 5224.857910
	Iteration 0F: 3 clusters Score -3110063 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3119334.500000 Penalty: 5224.857910
	Iteration 1F: 3 clusters Score -3119334 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3119834.000000 Penalty: 5224.857910
	Iteration 2Q: 3 clusters Score -3119834 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3120278.250000 Penalty: 5224.857910
	Iteration 3Q: 3 clusters Score -3120278 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3120672.750000 Penalty: 5224.857910
	Iteration 4Q: 3 clusters Score -3120673 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3121077.500000 Penalty: 5224.857910
	Iteration 5Q: 3 clusters Score -3121078 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3121513.250000 Penalty: 5224.857910
	Iteration 6Q: 3 clusters Score -3121513 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3122030.250000 Penalty: 5224.857910
	Iteration 7Q: 3 clusters Score -3122030 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3122773.250000 Penalty: 5224.857910
	Iteration 8Q: 3 clusters Score -3122773 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3123904.250000 Penalty: 5224.857910
	Iteration 9F: 3 clusters Score -3123904 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3125303.250000 Penalty: 5224.857910
	Iteration 10F: 3 clusters Score -3125303 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -3127019.750000 Penalty: 5224.857910
	Iteration 11F: 3 clusters Score -3127020 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3128828.250000 Penalty: 5224.857910
	Iteration 12F: 3 clusters Score -3128828 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -3130409.750000 Penalty: 5224.857910
	Iteration 13F: 3 clusters Score -3130410 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3131609.250000 Penalty: 5224.857910
	Iteration 14Q: 3 clusters Score -3131609 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3132375.500000 Penalty: 5224.857910
	Iteration 15Q: 3 clusters Score -3132376 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -3132848.250000 Penalty: 5224.857910
	Iteration 16Q: 3 clusters Score -3132848 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -3133104.750000 Penalty: 5224.857910
	Iteration 17Q: 3 clusters Score -3133105 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3133257.250000 Penalty: 5224.857910
	Iteration 18Q: 3 clusters Score -3133257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -3133336.750000 Penalty: 5224.857910
	Iteration 19Q: 3 clusters Score -3133337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3133382.000000 Penalty: 5224.857910
	Iteration 20F: 3 clusters Score -3133382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -3133414.750000 Penalty: 5224.857910
	Iteration 21Q: 3 clusters Score -3133415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3133442.750000 Penalty: 5224.857910
	Iteration 22Q: 3 clusters Score -3133443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -3133461.500000 Penalty: 5224.857910
	Iteration 23Q: 3 clusters Score -3133462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -3133487.750000 Penalty: 5224.857910
	Iteration 24Q: 3 clusters Score -3133488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -3133507.500000 Penalty: 5224.857910
	Iteration 25Q: 3 clusters Score -3133508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -3133520.750000 Penalty: 5224.857910
	Iteration 26Q: 3 clusters Score -3133521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3133525.500000 Penalty: 5224.857910
	Iteration 27Q: 3 clusters Score -3133526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3133522.250000 Penalty: 5224.857910
	Iteration 28Q: 3 clusters Score -3133522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -3133526.500000 Penalty: 5224.857910
	Iteration 29Q: 3 clusters Score -3133526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -3133528.000000 Penalty: 5224.857910
	Iteration 30Q: 3 clusters Score -3133528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -3133531.250000 Penalty: 5224.857910
	Iteration 31Q: 3 clusters Score -3133531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -3133531.500000 Penalty: 5224.857910
	Iteration 32Q: 3 clusters Score -3133532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3133536.000000 Penalty: 5224.857910
	Iteration 33Q: 3 clusters Score -3133536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -3133534.000000 Penalty: 5224.857910
	Iteration 34Q: 3 clusters Score -3133534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -3133534.000000 Penalty: 5224.857910
	Iteration 35F: 3 clusters Score -3133534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -194024.984375 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -194025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -191147.984375 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -191148 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -191709.125000 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -191709.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -191857.078125 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -191857.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -191953.375000 Penalty: 3866.640625
	Iteration 3Q: 3 clusters Score -191953.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -192027.390625 Penalty: 3866.640625
	Iteration 4Q: 3 clusters Score -192027.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -192101.156250 Penalty: 3866.640625
	Iteration 5Q: 3 clusters Score -192101.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -192169.203125 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -192169.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -192240.421875 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -192240.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -192310.781250 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -192310.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -192384.640625 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -192384.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -192485.687500 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -192485.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -192606.359375 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -192606.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -192772.437500 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -192772.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -192945.828125 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -192945.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -193021.875000 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -193021.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -193073.218750 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -193073.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -193123.937500 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -193123.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -193179.687500 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -193179.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -193242.812500 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -193242.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -193281.843750 Penalty: 3866.640625
	Iteration 19Q: 3 clusters Score -193281.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -193324.468750 Penalty: 3866.640625
	Iteration 20F: 3 clusters Score -193324.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -193387.343750 Penalty: 3866.640625
	Iteration 21Q: 3 clusters Score -193387.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -193428.781250 Penalty: 3866.640625
	Iteration 22Q: 3 clusters Score -193428.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -193456.750000 Penalty: 3866.640625
	Iteration 23Q: 3 clusters Score -193456.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -193488.843750 Penalty: 3866.640625
	Iteration 24Q: 3 clusters Score -193488.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -193531.875000 Penalty: 3866.640625
	Iteration 25Q: 3 clusters Score -193531.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -193570.500000 Penalty: 3866.640625
	Iteration 26Q: 3 clusters Score -193570.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -193613.640625 Penalty: 3866.640625
	Iteration 27Q: 3 clusters Score -193613.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -193646.390625 Penalty: 3866.640625
	Iteration 28Q: 3 clusters Score -193646.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -193670.125000 Penalty: 3866.640625
	Iteration 29Q: 3 clusters Score -193670.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -193681.546875 Penalty: 3866.640625
	Iteration 30Q: 3 clusters Score -193681.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -193685.906250 Penalty: 3866.640625
	Iteration 31Q: 3 clusters Score -193685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -193689.859375 Penalty: 3866.640625
	Iteration 32Q: 3 clusters Score -193689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -193694.078125 Penalty: 3866.640625
	Iteration 33Q: 3 clusters Score -193694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -193697.625000 Penalty: 3866.640625
	Iteration 34Q: 3 clusters Score -193697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -193700.687500 Penalty: 3866.640625
	Iteration 35Q: 3 clusters Score -193700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -193703.812500 Penalty: 3866.640625
	Iteration 36Q: 3 clusters Score -193703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -193709.500000 Penalty: 3866.640625
	Iteration 37Q: 3 clusters Score -193709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -193713.125000 Penalty: 3866.640625
	Iteration 38Q: 3 clusters Score -193713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -193716.640625 Penalty: 3866.640625
	Iteration 39Q: 3 clusters Score -193716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -193720.000000 Penalty: 3866.640625
	Iteration 40F: 3 clusters Score -193720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -193722.578125 Penalty: 3866.640625
	Iteration 41Q: 3 clusters Score -193722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -193725.421875 Penalty: 3866.640625
	Iteration 42Q: 3 clusters Score -193725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -193728.453125 Penalty: 3866.640625
	Iteration 43Q: 3 clusters Score -193728.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -193734.265625 Penalty: 3866.640625
	Iteration 44Q: 3 clusters Score -193734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -193739.531250 Penalty: 3866.640625
	Iteration 45Q: 3 clusters Score -193739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -193746.781250 Penalty: 3866.640625
	Iteration 46Q: 3 clusters Score -193746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -193750.546875 Penalty: 3866.640625
	Iteration 47Q: 3 clusters Score -193750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -193753.031250 Penalty: 3866.640625
	Iteration 48Q: 3 clusters Score -193753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -193754.437500 Penalty: 3866.640625
	Iteration 49Q: 3 clusters Score -193754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -193754.437500 Penalty: 3866.640625
	Iteration 50F: 3 clusters Score -193754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -446446.812500 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -446446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -441614.531250 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -441614.5 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -442764.875000 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -442764.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -442988.718750 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -442988.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -443112.968750 Penalty: 4276.290527
	Iteration 3Q: 3 clusters Score -443113 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -443184.500000 Penalty: 4276.290527
	Iteration 4Q: 3 clusters Score -443184.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -443236.625000 Penalty: 4276.290527
	Iteration 5Q: 3 clusters Score -443236.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -443282.406250 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -443282.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -443315.187500 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -443315.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -443339.906250 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -443339.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -443354.937500 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -443354.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -443363.375000 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -443363.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -443370.843750 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -443370.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -443380.562500 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -443380.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -443389.625000 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -443389.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -443399.968750 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -443400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -443408.812500 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -443408.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -443413.656250 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -443413.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -443419.968750 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -443420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -443427.062500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -443427.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -443435.687500 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -443435.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -443441.343750 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -443441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -443443.718750 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -443443.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -443449.656250 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -443449.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -443453.250000 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -443453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -443458.062500 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -443458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -443464.875000 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -443464.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -443470.562500 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -443470.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -443473.468750 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -443473.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -443476.593750 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -443476.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -443480.375000 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -443480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -443483.062500 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -443483.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -443484.093750 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -443484.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -443488.250000 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -443488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -443490.656250 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -443490.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -443493.781250 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -443493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -443495.000000 Penalty: 4276.290527
	Iteration 35Q: 3 clusters Score -443495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -443497.406250 Penalty: 4276.290527
	Iteration 36Q: 3 clusters Score -443497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -443499.125000 Penalty: 4276.290527
	Iteration 37Q: 3 clusters Score -443499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -443499.625000 Penalty: 4276.290527
	Iteration 38Q: 3 clusters Score -443499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -443502.718750 Penalty: 4276.290527
	Iteration 39Q: 3 clusters Score -443502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -443504.093750 Penalty: 4276.290527
	Iteration 40F: 3 clusters Score -443504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -443504.875000 Penalty: 4276.290527
	Iteration 41Q: 3 clusters Score -443504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -443507.593750 Penalty: 4276.290527
	Iteration 42Q: 3 clusters Score -443507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -443507.562500 Penalty: 4276.290527
	Iteration 43Q: 3 clusters Score -443507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -443510.062500 Penalty: 4276.290527
	Iteration 44Q: 3 clusters Score -443510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -443509.718750 Penalty: 4276.290527
	Iteration 45Q: 3 clusters Score -443509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -443509.718750 Penalty: 4276.290527
	Iteration 46F: 3 clusters Score -443509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (7317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Entering Unmasked Estep 
Score: -590602.000000 Penalty: 2206.693115
	Iteration 0F: 2 clusters Score -590602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -584691.000000 Penalty: 4413.386230
	Iteration 0F: 3 clusters Score -584691 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -586283.500000 Penalty: 4413.386230
	Iteration 1F: 3 clusters Score -586283.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -586560.062500 Penalty: 4413.386230
	Iteration 2F: 3 clusters Score -586560.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -586759.437500 Penalty: 4413.386230
	Iteration 3F: 3 clusters Score -586759.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -586924.875000 Penalty: 4413.386230
	Iteration 4Q: 3 clusters Score -586924.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -587076.187500 Penalty: 4413.386230
	Iteration 5Q: 3 clusters Score -587076.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -587238.937500 Penalty: 4413.386230
	Iteration 6Q: 3 clusters Score -587238.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -587391.875000 Penalty: 4413.386230
	Iteration 7Q: 3 clusters Score -587391.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -587526.500000 Penalty: 4413.386230
	Iteration 8Q: 3 clusters Score -587526.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -587645.437500 Penalty: 4413.386230
	Iteration 9Q: 3 clusters Score -587645.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -587758.562500 Penalty: 4413.386230
	Iteration 10Q: 3 clusters Score -587758.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -587860.812500 Penalty: 4413.386230
	Iteration 11Q: 3 clusters Score -587860.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -587954.687500 Penalty: 4413.386230
	Iteration 12Q: 3 clusters Score -587954.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -588033.125000 Penalty: 4413.386230
	Iteration 13Q: 3 clusters Score -588033.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -588114.812500 Penalty: 4413.386230
	Iteration 14Q: 3 clusters Score -588114.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -588185.312500 Penalty: 4413.386230
	Iteration 15Q: 3 clusters Score -588185.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -588244.000000 Penalty: 4413.386230
	Iteration 16Q: 3 clusters Score -588244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -588293.000000 Penalty: 4413.386230
	Iteration 17Q: 3 clusters Score -588293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -588330.687500 Penalty: 4413.386230
	Iteration 18Q: 3 clusters Score -588330.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -588362.125000 Penalty: 4413.386230
	Iteration 19Q: 3 clusters Score -588362.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -588392.250000 Penalty: 4413.386230
	Iteration 20F: 3 clusters Score -588392.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -588418.812500 Penalty: 4413.386230
	Iteration 21Q: 3 clusters Score -588418.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -588444.062500 Penalty: 4413.386230
	Iteration 22Q: 3 clusters Score -588444.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -588470.187500 Penalty: 4413.386230
	Iteration 23Q: 3 clusters Score -588470.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -588493.375000 Penalty: 4413.386230
	Iteration 24Q: 3 clusters Score -588493.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -588507.125000 Penalty: 4413.386230
	Iteration 25Q: 3 clusters Score -588507.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -588516.875000 Penalty: 4413.386230
	Iteration 26Q: 3 clusters Score -588516.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -588529.000000 Penalty: 4413.386230
	Iteration 27Q: 3 clusters Score -588529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -588540.187500 Penalty: 4413.386230
	Iteration 28Q: 3 clusters Score -588540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -588552.375000 Penalty: 4413.386230
	Iteration 29Q: 3 clusters Score -588552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -588563.875000 Penalty: 4413.386230
	Iteration 30Q: 3 clusters Score -588563.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -588572.000000 Penalty: 4413.386230
	Iteration 31Q: 3 clusters Score -588572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -588579.125000 Penalty: 4413.386230
	Iteration 32Q: 3 clusters Score -588579.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -588583.125000 Penalty: 4413.386230
	Iteration 33Q: 3 clusters Score -588583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -588587.187500 Penalty: 4413.386230
	Iteration 34Q: 3 clusters Score -588587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -588589.187500 Penalty: 4413.386230
	Iteration 35Q: 3 clusters Score -588589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -588591.687500 Penalty: 4413.386230
	Iteration 36Q: 3 clusters Score -588591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -588595.625000 Penalty: 4413.386230
	Iteration 37Q: 3 clusters Score -588595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -588597.500000 Penalty: 4413.386230
	Iteration 38Q: 3 clusters Score -588597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -588599.125000 Penalty: 4413.386230
	Iteration 39Q: 3 clusters Score -588599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -588602.000000 Penalty: 4413.386230
	Iteration 40F: 3 clusters Score -588602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -588606.500000 Penalty: 4413.386230
	Iteration 41Q: 3 clusters Score -588606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -588614.187500 Penalty: 4413.386230
	Iteration 42Q: 3 clusters Score -588614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -588617.187500 Penalty: 4413.386230
	Iteration 43Q: 3 clusters Score -588617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -588628.250000 Penalty: 4413.386230
	Iteration 44Q: 3 clusters Score -588628.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -588635.625000 Penalty: 4413.386230
	Iteration 45Q: 3 clusters Score -588635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -588645.375000 Penalty: 4413.386230
	Iteration 46Q: 3 clusters Score -588645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -588656.625000 Penalty: 4413.386230
	Iteration 47Q: 3 clusters Score -588656.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -588667.750000 Penalty: 4413.386230
	Iteration 48Q: 3 clusters Score -588667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -588679.437500 Penalty: 4413.386230
	Iteration 49Q: 3 clusters Score -588679.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -588689.062500 Penalty: 4413.386230
	Iteration 50Q: 3 clusters Score -588689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -588698.125000 Penalty: 4413.386230
	Iteration 51Q: 3 clusters Score -588698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -588704.312500 Penalty: 4413.386230
	Iteration 52Q: 3 clusters Score -588704.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -588707.875000 Penalty: 4413.386230
	Iteration 53Q: 3 clusters Score -588707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -588710.687500 Penalty: 4413.386230
	Iteration 54Q: 3 clusters Score -588710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -588716.375000 Penalty: 4413.386230
	Iteration 55Q: 3 clusters Score -588716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -588726.250000 Penalty: 4413.386230
	Iteration 56Q: 3 clusters Score -588726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -588731.250000 Penalty: 4413.386230
	Iteration 57Q: 3 clusters Score -588731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -588734.875000 Penalty: 4413.386230
	Iteration 58Q: 3 clusters Score -588734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -588735.500000 Penalty: 4413.386230
	Iteration 59Q: 3 clusters Score -588735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -588735.500000 Penalty: 4413.386230
	Iteration 60F: 3 clusters Score -588735.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Entering Unmasked Estep 
Score: -1265444.625000 Penalty: 2386.269043
	Iteration 0F: 2 clusters Score -1265445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1254532.750000 Penalty: 4772.538086
	Iteration 0F: 3 clusters Score -1254533 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1257914.125000 Penalty: 4772.538086
	Iteration 1F: 3 clusters Score -1257914 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1258370.625000 Penalty: 4772.538086
	Iteration 2F: 3 clusters Score -1258371 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1258839.750000 Penalty: 4772.538086
	Iteration 3F: 3 clusters Score -1258840 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1259395.375000 Penalty: 4772.538086
	Iteration 4F: 3 clusters Score -1259395 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1259970.125000 Penalty: 4772.538086
	Iteration 5F: 3 clusters Score -1259970 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1260543.500000 Penalty: 4772.538086
	Iteration 6F: 3 clusters Score -1260544 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1261055.125000 Penalty: 4772.538086
	Iteration 7F: 3 clusters Score -1261055 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1261528.750000 Penalty: 4772.538086
	Iteration 8F: 3 clusters Score -1261529 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1261931.875000 Penalty: 4772.538086
	Iteration 9Q: 3 clusters Score -1261932 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1262257.750000 Penalty: 4772.538086
	Iteration 10Q: 3 clusters Score -1262258 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1262523.750000 Penalty: 4772.538086
	Iteration 11Q: 3 clusters Score -1262524 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1262730.000000 Penalty: 4772.538086
	Iteration 12Q: 3 clusters Score -1262730 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1262885.000000 Penalty: 4772.538086
	Iteration 13Q: 3 clusters Score -1262885 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1263031.500000 Penalty: 4772.538086
	Iteration 14Q: 3 clusters Score -1263032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1263156.250000 Penalty: 4772.538086
	Iteration 15Q: 3 clusters Score -1263156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1263272.375000 Penalty: 4772.538086
	Iteration 16Q: 3 clusters Score -1263272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1263393.125000 Penalty: 4772.538086
	Iteration 17Q: 3 clusters Score -1263393 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1263495.500000 Penalty: 4772.538086
	Iteration 18Q: 3 clusters Score -1263496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1263583.750000 Penalty: 4772.538086
	Iteration 19Q: 3 clusters Score -1263584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1263656.625000 Penalty: 4772.538086
	Iteration 20F: 3 clusters Score -1263657 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1263740.000000 Penalty: 4772.538086
	Iteration 21Q: 3 clusters Score -1263740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1263790.625000 Penalty: 4772.538086
	Iteration 22Q: 3 clusters Score -1263791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1263825.500000 Penalty: 4772.538086
	Iteration 23Q: 3 clusters Score -1263826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1263842.250000 Penalty: 4772.538086
	Iteration 24Q: 3 clusters Score -1263842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1263854.500000 Penalty: 4772.538086
	Iteration 25Q: 3 clusters Score -1263854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1263862.625000 Penalty: 4772.538086
	Iteration 26Q: 3 clusters Score -1263863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1263875.750000 Penalty: 4772.538086
	Iteration 27Q: 3 clusters Score -1263876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1263879.125000 Penalty: 4772.538086
	Iteration 28Q: 3 clusters Score -1263879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1263886.625000 Penalty: 4772.538086
	Iteration 29Q: 3 clusters Score -1263887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1263890.250000 Penalty: 4772.538086
	Iteration 30Q: 3 clusters Score -1263890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1263897.750000 Penalty: 4772.538086
	Iteration 31Q: 3 clusters Score -1263898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1263904.500000 Penalty: 4772.538086
	Iteration 32Q: 3 clusters Score -1263904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1263906.000000 Penalty: 4772.538086
	Iteration 33Q: 3 clusters Score -1263906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1263909.625000 Penalty: 4772.538086
	Iteration 34Q: 3 clusters Score -1263910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1263908.750000 Penalty: 4772.538086
	Iteration 35Q: 3 clusters Score -1263909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1263917.000000 Penalty: 4772.538086
	Iteration 36Q: 3 clusters Score -1263917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1263915.000000 Penalty: 4772.538086
	Iteration 37Q: 3 clusters Score -1263915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1263915.625000 Penalty: 4772.538086
	Iteration 38Q: 3 clusters Score -1263916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1263916.250000 Penalty: 4772.538086
	Iteration 39Q: 3 clusters Score -1263916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1263917.875000 Penalty: 4772.538086
	Iteration 40F: 3 clusters Score -1263918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1263919.125000 Penalty: 4772.538086
	Iteration 41Q: 3 clusters Score -1263919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1263918.625000 Penalty: 4772.538086
	Iteration 42Q: 3 clusters Score -1263919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1263921.500000 Penalty: 4772.538086
	Iteration 43Q: 3 clusters Score -1263922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1263920.875000 Penalty: 4772.538086
	Iteration 44Q: 3 clusters Score -1263921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1263923.500000 Penalty: 4772.538086
	Iteration 45Q: 3 clusters Score -1263924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1263928.750000 Penalty: 4772.538086
	Iteration 46Q: 3 clusters Score -1263929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1263930.375000 Penalty: 4772.538086
	Iteration 47Q: 3 clusters Score -1263930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1263934.875000 Penalty: 4772.538086
	Iteration 48Q: 3 clusters Score -1263935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1263934.375000 Penalty: 4772.538086
	Iteration 49Q: 3 clusters Score -1263934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1263935.500000 Penalty: 4772.538086
	Iteration 50Q: 3 clusters Score -1263936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1263937.250000 Penalty: 4772.538086
	Iteration 51Q: 3 clusters Score -1263937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1263934.875000 Penalty: 4772.538086
	Iteration 52Q: 3 clusters Score -1263935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1263934.875000 Penalty: 4772.538086
	Iteration 53F: 3 clusters Score -1263935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -98324.179688 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -98324.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -96197.554688 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -96197.55 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -96596.343750 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -96596.34 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -96761.382812 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -96761.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96922.812500 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -96922.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97063.382812 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -97063.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97144.679688 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -97144.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -97184.632812 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -97184.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97242.429688 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -97242.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -97285.242188 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -97285.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -97310.406250 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -97310.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -97327.695312 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -97327.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -97347.398438 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -97347.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -97361.976562 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -97361.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -97369.257812 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -97369.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97376.023438 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -97376.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97382.804688 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -97382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -97389.593750 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -97389.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -97394.062500 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -97394.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -97397.062500 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -97397.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -97397.062500 Penalty: 3543.234375
	Iteration 19F: 3 clusters Score -97397.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -68922.523438 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -68922.52 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 433 members 
Entering Unmasked Estep 
Score: -67104.273438 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -67104.27 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67373.640625 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -67373.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67447.625000 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -67447.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67481.304688 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -67481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67505.406250 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -67505.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67531.570312 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -67531.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67566.421875 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -67566.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67602.148438 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -67602.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67623.742188 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -67623.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67634.570312 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -67634.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67645.304688 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -67645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67655.703125 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -67655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67662.007812 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -67662.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67664.562500 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -67664.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67671.523438 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -67671.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67679.187500 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -67679.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -67686.414062 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -67686.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67691.117188 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -67691.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67697.796875 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -67697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67704.031250 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -67704.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67707.335938 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -67707.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67717.289062 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -67717.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67721.664062 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -67721.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67726.078125 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -67726.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67728.242188 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -67728.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67729.304688 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -67729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67731.125000 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -67731.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67731.125000 Penalty: 3365.090820
	Iteration 27F: 3 clusters Score -67731.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Entering Unmasked Estep 
Score: -500380.562500 Penalty: 2195.283447
	Iteration 0F: 2 clusters Score -500380.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -494623.375000 Penalty: 4390.566895
	Iteration 0F: 3 clusters Score -494623.4 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -496370.531250 Penalty: 4390.566895
	Iteration 1F: 3 clusters Score -496370.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -496720.437500 Penalty: 4390.566895
	Iteration 2F: 3 clusters Score -496720.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -496948.468750 Penalty: 4390.566895
	Iteration 3F: 3 clusters Score -496948.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -497101.687500 Penalty: 4390.566895
	Iteration 4Q: 3 clusters Score -497101.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -497232.593750 Penalty: 4390.566895
	Iteration 5Q: 3 clusters Score -497232.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -497335.531250 Penalty: 4390.566895
	Iteration 6Q: 3 clusters Score -497335.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -497415.406250 Penalty: 4390.566895
	Iteration 7Q: 3 clusters Score -497415.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -497469.468750 Penalty: 4390.566895
	Iteration 8Q: 3 clusters Score -497469.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -497515.906250 Penalty: 4390.566895
	Iteration 9Q: 3 clusters Score -497515.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -497557.406250 Penalty: 4390.566895
	Iteration 10Q: 3 clusters Score -497557.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -497599.500000 Penalty: 4390.566895
	Iteration 11Q: 3 clusters Score -497599.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -497635.937500 Penalty: 4390.566895
	Iteration 12Q: 3 clusters Score -497635.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -497670.500000 Penalty: 4390.566895
	Iteration 13Q: 3 clusters Score -497670.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -497698.843750 Penalty: 4390.566895
	Iteration 14Q: 3 clusters Score -497698.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -497731.062500 Penalty: 4390.566895
	Iteration 15Q: 3 clusters Score -497731.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -497761.500000 Penalty: 4390.566895
	Iteration 16Q: 3 clusters Score -497761.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -497798.156250 Penalty: 4390.566895
	Iteration 17Q: 3 clusters Score -497798.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -497839.437500 Penalty: 4390.566895
	Iteration 18Q: 3 clusters Score -497839.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -497889.343750 Penalty: 4390.566895
	Iteration 19Q: 3 clusters Score -497889.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -497941.937500 Penalty: 4390.566895
	Iteration 20F: 3 clusters Score -497941.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -497987.968750 Penalty: 4390.566895
	Iteration 21Q: 3 clusters Score -497988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -498028.406250 Penalty: 4390.566895
	Iteration 22Q: 3 clusters Score -498028.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -498061.187500 Penalty: 4390.566895
	Iteration 23Q: 3 clusters Score -498061.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -498085.156250 Penalty: 4390.566895
	Iteration 24Q: 3 clusters Score -498085.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -498108.125000 Penalty: 4390.566895
	Iteration 25Q: 3 clusters Score -498108.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -498128.375000 Penalty: 4390.566895
	Iteration 26Q: 3 clusters Score -498128.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -498140.656250 Penalty: 4390.566895
	Iteration 27Q: 3 clusters Score -498140.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -498155.437500 Penalty: 4390.566895
	Iteration 28Q: 3 clusters Score -498155.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -498169.062500 Penalty: 4390.566895
	Iteration 29Q: 3 clusters Score -498169.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -498182.593750 Penalty: 4390.566895
	Iteration 30Q: 3 clusters Score -498182.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -498191.656250 Penalty: 4390.566895
	Iteration 31Q: 3 clusters Score -498191.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -498202.406250 Penalty: 4390.566895
	Iteration 32Q: 3 clusters Score -498202.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -498215.406250 Penalty: 4390.566895
	Iteration 33Q: 3 clusters Score -498215.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -498232.218750 Penalty: 4390.566895
	Iteration 34Q: 3 clusters Score -498232.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -498243.875000 Penalty: 4390.566895
	Iteration 35Q: 3 clusters Score -498243.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -498256.281250 Penalty: 4390.566895
	Iteration 36Q: 3 clusters Score -498256.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -498273.437500 Penalty: 4390.566895
	Iteration 37Q: 3 clusters Score -498273.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -498289.000000 Penalty: 4390.566895
	Iteration 38Q: 3 clusters Score -498289 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -498308.250000 Penalty: 4390.566895
	Iteration 39Q: 3 clusters Score -498308.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -498329.718750 Penalty: 4390.566895
	Iteration 40F: 3 clusters Score -498329.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -498358.031250 Penalty: 4390.566895
	Iteration 41Q: 3 clusters Score -498358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -498384.156250 Penalty: 4390.566895
	Iteration 42Q: 3 clusters Score -498384.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -498401.781250 Penalty: 4390.566895
	Iteration 43Q: 3 clusters Score -498401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -498423.218750 Penalty: 4390.566895
	Iteration 44Q: 3 clusters Score -498423.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -498445.312500 Penalty: 4390.566895
	Iteration 45Q: 3 clusters Score -498445.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -498458.406250 Penalty: 4390.566895
	Iteration 46Q: 3 clusters Score -498458.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -498472.750000 Penalty: 4390.566895
	Iteration 47Q: 3 clusters Score -498472.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -498490.281250 Penalty: 4390.566895
	Iteration 48Q: 3 clusters Score -498490.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -498502.937500 Penalty: 4390.566895
	Iteration 49Q: 3 clusters Score -498502.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -498514.656250 Penalty: 4390.566895
	Iteration 50Q: 3 clusters Score -498514.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -498523.468750 Penalty: 4390.566895
	Iteration 51Q: 3 clusters Score -498523.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -498531.375000 Penalty: 4390.566895
	Iteration 52Q: 3 clusters Score -498531.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -498538.343750 Penalty: 4390.566895
	Iteration 53Q: 3 clusters Score -498538.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -498549.906250 Penalty: 4390.566895
	Iteration 54Q: 3 clusters Score -498549.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -498560.531250 Penalty: 4390.566895
	Iteration 55Q: 3 clusters Score -498560.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -498572.281250 Penalty: 4390.566895
	Iteration 56Q: 3 clusters Score -498572.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -498586.781250 Penalty: 4390.566895
	Iteration 57Q: 3 clusters Score -498586.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -498600.656250 Penalty: 4390.566895
	Iteration 58Q: 3 clusters Score -498600.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -498617.562500 Penalty: 4390.566895
	Iteration 59Q: 3 clusters Score -498617.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -498632.718750 Penalty: 4390.566895
	Iteration 60F: 3 clusters Score -498632.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -498647.843750 Penalty: 4390.566895
	Iteration 61Q: 3 clusters Score -498647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -498662.406250 Penalty: 4390.566895
	Iteration 62Q: 3 clusters Score -498662.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -498674.812500 Penalty: 4390.566895
	Iteration 63Q: 3 clusters Score -498674.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -498681.500000 Penalty: 4390.566895
	Iteration 64Q: 3 clusters Score -498681.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -498686.781250 Penalty: 4390.566895
	Iteration 65Q: 3 clusters Score -498686.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -498689.875000 Penalty: 4390.566895
	Iteration 66Q: 3 clusters Score -498689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -498692.656250 Penalty: 4390.566895
	Iteration 67Q: 3 clusters Score -498692.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -498693.562500 Penalty: 4390.566895
	Iteration 68Q: 3 clusters Score -498693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -498694.625000 Penalty: 4390.566895
	Iteration 69Q: 3 clusters Score -498694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -498695.875000 Penalty: 4390.566895
	Iteration 70Q: 3 clusters Score -498695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -498697.843750 Penalty: 4390.566895
	Iteration 71Q: 3 clusters Score -498697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -498699.687500 Penalty: 4390.566895
	Iteration 72Q: 3 clusters Score -498699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -498700.062500 Penalty: 4390.566895
	Iteration 73Q: 3 clusters Score -498700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -498701.875000 Penalty: 4390.566895
	Iteration 74Q: 3 clusters Score -498701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -498702.718750 Penalty: 4390.566895
	Iteration 75Q: 3 clusters Score -498702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -498703.937500 Penalty: 4390.566895
	Iteration 76Q: 3 clusters Score -498703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -498703.500000 Penalty: 4390.566895
	Iteration 77Q: 3 clusters Score -498703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -498703.500000 Penalty: 4390.566895
	Iteration 78F: 3 clusters Score -498703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -95487.523438 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -95487.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -93309.601562 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -93309.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -93880.070312 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -93880.07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -94140.984375 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -94140.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -94236.992188 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -94236.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -94293.531250 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -94293.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -94320.218750 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -94320.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -94343.203125 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -94343.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -94358.953125 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -94358.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -94372.617188 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -94372.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -94380.460938 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -94380.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -94382.898438 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -94382.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -94382.898438 Penalty: 3603.306152
	Iteration 11F: 3 clusters Score -94382.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Entering Unmasked Estep 
Score: -1054588.750000 Penalty: 2342.717041
	Iteration 0F: 2 clusters Score -1054589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1045171.125000 Penalty: 4685.434082
	Iteration 0F: 3 clusters Score -1045171 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1048225.375000 Penalty: 4685.434082
	Iteration 1F: 3 clusters Score -1048225 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1048753.250000 Penalty: 4685.434082
	Iteration 2F: 3 clusters Score -1048753 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1049243.875000 Penalty: 4685.434082
	Iteration 3F: 3 clusters Score -1049244 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1049631.250000 Penalty: 4685.434082
	Iteration 4F: 3 clusters Score -1049631 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1049952.250000 Penalty: 4685.434082
	Iteration 5Q: 3 clusters Score -1049952 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1050247.750000 Penalty: 4685.434082
	Iteration 6Q: 3 clusters Score -1050248 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1050519.875000 Penalty: 4685.434082
	Iteration 7Q: 3 clusters Score -1050520 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1050764.125000 Penalty: 4685.434082
	Iteration 8Q: 3 clusters Score -1050764 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1050959.500000 Penalty: 4685.434082
	Iteration 9Q: 3 clusters Score -1050960 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1051113.750000 Penalty: 4685.434082
	Iteration 10Q: 3 clusters Score -1051114 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1051247.375000 Penalty: 4685.434082
	Iteration 11Q: 3 clusters Score -1051247 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1051375.625000 Penalty: 4685.434082
	Iteration 12Q: 3 clusters Score -1051376 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1051490.375000 Penalty: 4685.434082
	Iteration 13Q: 3 clusters Score -1051490 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1051589.250000 Penalty: 4685.434082
	Iteration 14Q: 3 clusters Score -1051589 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1051676.250000 Penalty: 4685.434082
	Iteration 15Q: 3 clusters Score -1051676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1051761.875000 Penalty: 4685.434082
	Iteration 16Q: 3 clusters Score -1051762 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1051845.250000 Penalty: 4685.434082
	Iteration 17Q: 3 clusters Score -1051845 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1051929.125000 Penalty: 4685.434082
	Iteration 18Q: 3 clusters Score -1051929 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1052010.250000 Penalty: 4685.434082
	Iteration 19Q: 3 clusters Score -1052010 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1052076.875000 Penalty: 4685.434082
	Iteration 20F: 3 clusters Score -1052077 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1052145.750000 Penalty: 4685.434082
	Iteration 21Q: 3 clusters Score -1052146 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1052207.250000 Penalty: 4685.434082
	Iteration 22Q: 3 clusters Score -1052207 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1052261.375000 Penalty: 4685.434082
	Iteration 23Q: 3 clusters Score -1052261 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1052315.375000 Penalty: 4685.434082
	Iteration 24Q: 3 clusters Score -1052315 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1052377.250000 Penalty: 4685.434082
	Iteration 25Q: 3 clusters Score -1052377 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1052429.375000 Penalty: 4685.434082
	Iteration 26Q: 3 clusters Score -1052429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1052473.375000 Penalty: 4685.434082
	Iteration 27Q: 3 clusters Score -1052473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1052515.625000 Penalty: 4685.434082
	Iteration 28Q: 3 clusters Score -1052516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1052554.375000 Penalty: 4685.434082
	Iteration 29Q: 3 clusters Score -1052554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1052597.750000 Penalty: 4685.434082
	Iteration 30Q: 3 clusters Score -1052598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1052639.000000 Penalty: 4685.434082
	Iteration 31Q: 3 clusters Score -1052639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1052689.375000 Penalty: 4685.434082
	Iteration 32Q: 3 clusters Score -1052689 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1052728.625000 Penalty: 4685.434082
	Iteration 33Q: 3 clusters Score -1052729 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1052766.250000 Penalty: 4685.434082
	Iteration 34Q: 3 clusters Score -1052766 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1052802.375000 Penalty: 4685.434082
	Iteration 35Q: 3 clusters Score -1052802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1052827.875000 Penalty: 4685.434082
	Iteration 36Q: 3 clusters Score -1052828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1052850.375000 Penalty: 4685.434082
	Iteration 37Q: 3 clusters Score -1052850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1052878.875000 Penalty: 4685.434082
	Iteration 38Q: 3 clusters Score -1052879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1052906.250000 Penalty: 4685.434082
	Iteration 39Q: 3 clusters Score -1052906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1052937.250000 Penalty: 4685.434082
	Iteration 40F: 3 clusters Score -1052937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1052966.375000 Penalty: 4685.434082
	Iteration 41Q: 3 clusters Score -1052966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1053002.250000 Penalty: 4685.434082
	Iteration 42Q: 3 clusters Score -1053002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1053021.500000 Penalty: 4685.434082
	Iteration 43Q: 3 clusters Score -1053022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1053046.625000 Penalty: 4685.434082
	Iteration 44Q: 3 clusters Score -1053047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1053065.000000 Penalty: 4685.434082
	Iteration 45Q: 3 clusters Score -1053065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1053076.750000 Penalty: 4685.434082
	Iteration 46Q: 3 clusters Score -1053077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1053093.875000 Penalty: 4685.434082
	Iteration 47Q: 3 clusters Score -1053094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1053113.250000 Penalty: 4685.434082
	Iteration 48Q: 3 clusters Score -1053113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1053135.375000 Penalty: 4685.434082
	Iteration 49Q: 3 clusters Score -1053135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1053157.125000 Penalty: 4685.434082
	Iteration 50Q: 3 clusters Score -1053157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1053178.500000 Penalty: 4685.434082
	Iteration 51Q: 3 clusters Score -1053178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1053193.000000 Penalty: 4685.434082
	Iteration 52Q: 3 clusters Score -1053193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1053209.500000 Penalty: 4685.434082
	Iteration 53Q: 3 clusters Score -1053210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1053219.125000 Penalty: 4685.434082
	Iteration 54Q: 3 clusters Score -1053219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1053229.500000 Penalty: 4685.434082
	Iteration 55Q: 3 clusters Score -1053230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1053233.125000 Penalty: 4685.434082
	Iteration 56Q: 3 clusters Score -1053233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1053237.125000 Penalty: 4685.434082
	Iteration 57Q: 3 clusters Score -1053237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1053240.500000 Penalty: 4685.434082
	Iteration 58Q: 3 clusters Score -1053240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1053242.375000 Penalty: 4685.434082
	Iteration 59Q: 3 clusters Score -1053242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1053243.750000 Penalty: 4685.434082
	Iteration 60F: 3 clusters Score -1053244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1053245.125000 Penalty: 4685.434082
	Iteration 61Q: 3 clusters Score -1053245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1053246.625000 Penalty: 4685.434082
	Iteration 62Q: 3 clusters Score -1053247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1053247.000000 Penalty: 4685.434082
	Iteration 63Q: 3 clusters Score -1053247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1053247.000000 Penalty: 4685.434082
	Iteration 64F: 3 clusters Score -1053247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -119695.679688 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -119695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -117414.007812 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -117414 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -117778.023438 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -117778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -117886.734375 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -117886.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -117939.851562 Penalty: 3631.309570
	Iteration 3Q: 3 clusters Score -117939.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -117987.859375 Penalty: 3631.309570
	Iteration 4Q: 3 clusters Score -117987.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -118015.656250 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -118015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -118034.695312 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -118034.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -118066.125000 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -118066.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -118107.867188 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -118107.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118165.640625 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -118165.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -118223.687500 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -118223.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -118269.054688 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -118269.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -118300.359375 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -118300.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -118335.093750 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -118335.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -118367.203125 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -118367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -118398.679688 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -118398.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -118417.687500 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -118417.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -118434.843750 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -118434.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -118470.210938 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -118470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -118512.007812 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -118512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -118544.054688 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -118544.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -118579.515625 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -118579.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -118605.882812 Penalty: 3631.309570
	Iteration 22Q: 3 clusters Score -118605.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -118627.734375 Penalty: 3631.309570
	Iteration 23Q: 3 clusters Score -118627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -118642.242188 Penalty: 3631.309570
	Iteration 24Q: 3 clusters Score -118642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -118662.007812 Penalty: 3631.309570
	Iteration 25Q: 3 clusters Score -118662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -118684.367188 Penalty: 3631.309570
	Iteration 26Q: 3 clusters Score -118684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -118700.742188 Penalty: 3631.309570
	Iteration 27Q: 3 clusters Score -118700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -118708.140625 Penalty: 3631.309570
	Iteration 28Q: 3 clusters Score -118708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -118716.914062 Penalty: 3631.309570
	Iteration 29Q: 3 clusters Score -118716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -118726.226562 Penalty: 3631.309570
	Iteration 30Q: 3 clusters Score -118726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -118728.195312 Penalty: 3631.309570
	Iteration 31Q: 3 clusters Score -118728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -118729.109375 Penalty: 3631.309570
	Iteration 32Q: 3 clusters Score -118729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -118732.031250 Penalty: 3631.309570
	Iteration 33Q: 3 clusters Score -118732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118736.054688 Penalty: 3631.309570
	Iteration 34Q: 3 clusters Score -118736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -118739.460938 Penalty: 3631.309570
	Iteration 35Q: 3 clusters Score -118739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -118746.304688 Penalty: 3631.309570
	Iteration 36Q: 3 clusters Score -118746.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -118763.132812 Penalty: 3631.309570
	Iteration 37Q: 3 clusters Score -118763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -118773.593750 Penalty: 3631.309570
	Iteration 38Q: 3 clusters Score -118773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -118777.289062 Penalty: 3631.309570
	Iteration 39Q: 3 clusters Score -118777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -118781.210938 Penalty: 3631.309570
	Iteration 40F: 3 clusters Score -118781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -118797.265625 Penalty: 3631.309570
	Iteration 41Q: 3 clusters Score -118797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -118809.898438 Penalty: 3631.309570
	Iteration 42Q: 3 clusters Score -118809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -118814.523438 Penalty: 3631.309570
	Iteration 43Q: 3 clusters Score -118814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -118817.437500 Penalty: 3631.309570
	Iteration 44Q: 3 clusters Score -118817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -118818.601562 Penalty: 3631.309570
	Iteration 45Q: 3 clusters Score -118818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -118818.601562 Penalty: 3631.309570
	Iteration 46F: 3 clusters Score -118818.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -139043.828125 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -139043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -136433.984375 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -136434 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -137037.875000 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -137037.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137321.796875 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -137321.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137523.171875 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -137523.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -137670.390625 Penalty: 3779.626709
	Iteration 4F: 3 clusters Score -137670.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -137778.312500 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -137778.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137840.062500 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -137840.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -137886.671875 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -137886.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -137921.953125 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -137922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -137957.171875 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -137957.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137994.265625 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -137994.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -138016.140625 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -138016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -138032.250000 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -138032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138046.296875 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -138046.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -138058.203125 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -138058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138066.968750 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -138067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138073.375000 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -138073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -138077.234375 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -138077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -138080.656250 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -138080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138084.437500 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -138084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -138086.421875 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -138086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138088.140625 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -138088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -138089.500000 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -138089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138090.625000 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -138090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -138090.625000 Penalty: 3779.626709
	Iteration 24F: 3 clusters Score -138090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -175243.234375 Penalty: 1907.417725
	Iteration 0F: 2 clusters Score -175243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -172491.078125 Penalty: 3814.835449
	Iteration 0F: 3 clusters Score -172491.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -172973.843750 Penalty: 3814.835449
	Iteration 1F: 3 clusters Score -172973.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -173108.515625 Penalty: 3814.835449
	Iteration 2F: 3 clusters Score -173108.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -173200.515625 Penalty: 3814.835449
	Iteration 3Q: 3 clusters Score -173200.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173276.296875 Penalty: 3814.835449
	Iteration 4Q: 3 clusters Score -173276.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173327.687500 Penalty: 3814.835449
	Iteration 5Q: 3 clusters Score -173327.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -173367.343750 Penalty: 3814.835449
	Iteration 6Q: 3 clusters Score -173367.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173408.843750 Penalty: 3814.835449
	Iteration 7Q: 3 clusters Score -173408.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -173442.453125 Penalty: 3814.835449
	Iteration 8Q: 3 clusters Score -173442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -173474.734375 Penalty: 3814.835449
	Iteration 9Q: 3 clusters Score -173474.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -173507.890625 Penalty: 3814.835449
	Iteration 10Q: 3 clusters Score -173507.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -173538.484375 Penalty: 3814.835449
	Iteration 11Q: 3 clusters Score -173538.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -173588.750000 Penalty: 3814.835449
	Iteration 12Q: 3 clusters Score -173588.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -173634.796875 Penalty: 3814.835449
	Iteration 13Q: 3 clusters Score -173634.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -173686.750000 Penalty: 3814.835449
	Iteration 14Q: 3 clusters Score -173686.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -173742.500000 Penalty: 3814.835449
	Iteration 15Q: 3 clusters Score -173742.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -173790.593750 Penalty: 3814.835449
	Iteration 16Q: 3 clusters Score -173790.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -173820.390625 Penalty: 3814.835449
	Iteration 17Q: 3 clusters Score -173820.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -173844.437500 Penalty: 3814.835449
	Iteration 18Q: 3 clusters Score -173844.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -173865.265625 Penalty: 3814.835449
	Iteration 19Q: 3 clusters Score -173865.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -173884.046875 Penalty: 3814.835449
	Iteration 20F: 3 clusters Score -173884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -173896.953125 Penalty: 3814.835449
	Iteration 21Q: 3 clusters Score -173897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -173906.062500 Penalty: 3814.835449
	Iteration 22Q: 3 clusters Score -173906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -173913.531250 Penalty: 3814.835449
	Iteration 23Q: 3 clusters Score -173913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -173921.953125 Penalty: 3814.835449
	Iteration 24Q: 3 clusters Score -173922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -173931.234375 Penalty: 3814.835449
	Iteration 25Q: 3 clusters Score -173931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -173935.343750 Penalty: 3814.835449
	Iteration 26Q: 3 clusters Score -173935.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -173939.515625 Penalty: 3814.835449
	Iteration 27Q: 3 clusters Score -173939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -173943.453125 Penalty: 3814.835449
	Iteration 28Q: 3 clusters Score -173943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -173945.671875 Penalty: 3814.835449
	Iteration 29Q: 3 clusters Score -173945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -173946.625000 Penalty: 3814.835449
	Iteration 30Q: 3 clusters Score -173946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -173947.031250 Penalty: 3814.835449
	Iteration 31Q: 3 clusters Score -173947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -173947.328125 Penalty: 3814.835449
	Iteration 32Q: 3 clusters Score -173947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -173948.375000 Penalty: 3814.835449
	Iteration 33Q: 3 clusters Score -173948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -173949.390625 Penalty: 3814.835449
	Iteration 34Q: 3 clusters Score -173949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -173950.765625 Penalty: 3814.835449
	Iteration 35Q: 3 clusters Score -173950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -173951.218750 Penalty: 3814.835449
	Iteration 36Q: 3 clusters Score -173951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -173951.218750 Penalty: 3814.835449
	Iteration 37F: 3 clusters Score -173951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -867499.312500 Penalty: 2328.655762
	Iteration 0F: 2 clusters Score -867499.3 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 6085 members 
Entering Unmasked Estep 
Score: -858511.875000 Penalty: 4657.311523
	Iteration 0F: 3 clusters Score -858511.9 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -861331.000000 Penalty: 4657.311523
	Iteration 1F: 3 clusters Score -861331 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -861809.312500 Penalty: 4657.311523
	Iteration 2F: 3 clusters Score -861809.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -862220.125000 Penalty: 4657.311523
	Iteration 3F: 3 clusters Score -862220.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -862637.875000 Penalty: 4657.311523
	Iteration 4F: 3 clusters Score -862637.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -863032.187500 Penalty: 4657.311523
	Iteration 5F: 3 clusters Score -863032.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -863445.250000 Penalty: 4657.311523
	Iteration 6F: 3 clusters Score -863445.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -863879.375000 Penalty: 4657.311523
	Iteration 7F: 3 clusters Score -863879.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -864305.437500 Penalty: 4657.311523
	Iteration 8Q: 3 clusters Score -864305.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -864624.750000 Penalty: 4657.311523
	Iteration 9Q: 3 clusters Score -864624.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -864905.562500 Penalty: 4657.311523
	Iteration 10Q: 3 clusters Score -864905.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -865140.562500 Penalty: 4657.311523
	Iteration 11Q: 3 clusters Score -865140.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -865338.187500 Penalty: 4657.311523
	Iteration 12Q: 3 clusters Score -865338.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -865481.750000 Penalty: 4657.311523
	Iteration 13Q: 3 clusters Score -865481.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -865611.750000 Penalty: 4657.311523
	Iteration 14Q: 3 clusters Score -865611.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -865699.750000 Penalty: 4657.311523
	Iteration 15Q: 3 clusters Score -865699.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -865767.750000 Penalty: 4657.311523
	Iteration 16Q: 3 clusters Score -865767.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -865821.000000 Penalty: 4657.311523
	Iteration 17Q: 3 clusters Score -865821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -865864.625000 Penalty: 4657.311523
	Iteration 18Q: 3 clusters Score -865864.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -865913.875000 Penalty: 4657.311523
	Iteration 19Q: 3 clusters Score -865913.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -865951.812500 Penalty: 4657.311523
	Iteration 20F: 3 clusters Score -865951.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -865982.875000 Penalty: 4657.311523
	Iteration 21Q: 3 clusters Score -865982.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -866010.687500 Penalty: 4657.311523
	Iteration 22Q: 3 clusters Score -866010.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -866025.812500 Penalty: 4657.311523
	Iteration 23Q: 3 clusters Score -866025.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -866034.562500 Penalty: 4657.311523
	Iteration 24Q: 3 clusters Score -866034.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -866047.062500 Penalty: 4657.311523
	Iteration 25Q: 3 clusters Score -866047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -866052.875000 Penalty: 4657.311523
	Iteration 26Q: 3 clusters Score -866052.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -866061.625000 Penalty: 4657.311523
	Iteration 27Q: 3 clusters Score -866061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -866074.750000 Penalty: 4657.311523
	Iteration 28Q: 3 clusters Score -866074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -866084.437500 Penalty: 4657.311523
	Iteration 29Q: 3 clusters Score -866084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -866092.000000 Penalty: 4657.311523
	Iteration 30Q: 3 clusters Score -866092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -866094.312500 Penalty: 4657.311523
	Iteration 31Q: 3 clusters Score -866094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -866097.000000 Penalty: 4657.311523
	Iteration 32Q: 3 clusters Score -866097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -866098.562500 Penalty: 4657.311523
	Iteration 33Q: 3 clusters Score -866098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -866100.812500 Penalty: 4657.311523
	Iteration 34Q: 3 clusters Score -866100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -866103.937500 Penalty: 4657.311523
	Iteration 35Q: 3 clusters Score -866103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -866107.187500 Penalty: 4657.311523
	Iteration 36Q: 3 clusters Score -866107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -866110.312500 Penalty: 4657.311523
	Iteration 37Q: 3 clusters Score -866110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -866112.187500 Penalty: 4657.311523
	Iteration 38Q: 3 clusters Score -866112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -866111.812500 Penalty: 4657.311523
	Iteration 39Q: 3 clusters Score -866111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -866113.375000 Penalty: 4657.311523
	Iteration 40F: 3 clusters Score -866113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -866114.250000 Penalty: 4657.311523
	Iteration 41Q: 3 clusters Score -866114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -866114.375000 Penalty: 4657.311523
	Iteration 42Q: 3 clusters Score -866114.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -866114.375000 Penalty: 4657.311523
	Iteration 43F: 3 clusters Score -866114.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3257 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 22571 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19596 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8730 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 17195 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23370 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 60713 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13814 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6130 members 
Mstep: Class 43 contains 1628 members 
Mstep: Class 44 contains 14148 members 
Mstep: Class 45 contains 37571 members 
Mstep: Class 46 contains 2430 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7317 members 
Mstep: Class 49 contains 15094 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 6988 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12663 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2039 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 11965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170460.000000 Penalty: 196018.109375
Iteration 159Q: 60 clusters Score -5.117046e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2742 members 
Mstep: Class 6 contains 8787 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 22809 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19566 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6997 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8684 members 
Mstep: Class 24 contains 21928 members 
Mstep: Class 25 contains 17196 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23332 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 61035 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1144 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7968 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13794 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6131 members 
Mstep: Class 43 contains 1629 members 
Mstep: Class 44 contains 14069 members 
Mstep: Class 45 contains 37699 members 
Mstep: Class 46 contains 2432 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7395 members 
Mstep: Class 49 contains 15099 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7022 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12656 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12168 members 
Mstep: Class 59 contains 14837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171552.000000 Penalty: 196018.109375
Iteration 160F: 60 clusters Score -5.117155e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3253 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2732 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 22829 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19555 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6995 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 21929 members 
Mstep: Class 25 contains 17182 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3645 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23298 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 61124 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7970 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13765 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6131 members 
Mstep: Class 43 contains 1632 members 
Mstep: Class 44 contains 14010 members 
Mstep: Class 45 contains 37636 members 
Mstep: Class 46 contains 2433 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7151 members 
Mstep: Class 49 contains 15095 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7035 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12653 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2052 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12295 members 
Mstep: Class 59 contains 15106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171976.000000 Penalty: 196018.109375
Iteration 161Q: 60 clusters Score -5.117198e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3253 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2731 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 22826 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19553 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6992 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8634 members 
Mstep: Class 24 contains 21932 members 
Mstep: Class 25 contains 17178 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23257 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 61160 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7970 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13756 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6134 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13986 members 
Mstep: Class 45 contains 37604 members 
Mstep: Class 46 contains 2433 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6978 members 
Mstep: Class 49 contains 15105 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7055 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12651 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2050 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12385 members 
Mstep: Class 59 contains 15266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172052.000000 Penalty: 196018.109375
Iteration 162Q: 60 clusters Score -5.117205e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3252 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7014 members 
Mstep: Class 9 contains 22837 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19551 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 21929 members 
Mstep: Class 25 contains 17178 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23249 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 61189 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7973 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13744 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6141 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13976 members 
Mstep: Class 45 contains 37561 members 
Mstep: Class 46 contains 2433 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6840 members 
Mstep: Class 49 contains 15120 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7074 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12645 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12442 members 
Mstep: Class 59 contains 15373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172168.000000 Penalty: 196018.109375
Iteration 163Q: 60 clusters Score -5.117217e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3253 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8780 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 22838 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19551 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 2771 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6993 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8619 members 
Mstep: Class 24 contains 21928 members 
Mstep: Class 25 contains 17183 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23247 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1075 members 
Mstep: Class 32 contains 61216 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7976 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13740 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6141 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13962 members 
Mstep: Class 45 contains 37511 members 
Mstep: Class 46 contains 2435 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6736 members 
Mstep: Class 49 contains 15126 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7090 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12640 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12481 members 
Mstep: Class 59 contains 15479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172228.000000 Penalty: 196018.109375
Iteration 164Q: 60 clusters Score -5.117223e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8781 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7015 members 
Mstep: Class 9 contains 22832 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19549 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10989 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 21924 members 
Mstep: Class 25 contains 17184 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3632 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23243 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1077 members 
Mstep: Class 32 contains 61242 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13738 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6145 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13947 members 
Mstep: Class 45 contains 37492 members 
Mstep: Class 46 contains 2436 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6678 members 
Mstep: Class 49 contains 15128 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7100 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12510 members 
Mstep: Class 59 contains 15541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172336.000000 Penalty: 196018.109375
Iteration 165Q: 60 clusters Score -5.117234e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3249 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 22826 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8609 members 
Mstep: Class 24 contains 21928 members 
Mstep: Class 25 contains 17183 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3622 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23244 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1081 members 
Mstep: Class 32 contains 61259 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13731 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6146 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13940 members 
Mstep: Class 45 contains 37478 members 
Mstep: Class 46 contains 2437 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6625 members 
Mstep: Class 49 contains 15133 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7116 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12637 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2045 members 
Mstep: Class 57 contains 2189 members 
Mstep: Class 58 contains 12532 members 
Mstep: Class 59 contains 15585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172252.000000 Penalty: 196018.109375
Iteration 166Q: 60 clusters Score -5.117225e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 22821 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6988 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8609 members 
Mstep: Class 24 contains 21927 members 
Mstep: Class 25 contains 17181 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3618 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23251 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 61269 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13724 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6145 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13938 members 
Mstep: Class 45 contains 37467 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6586 members 
Mstep: Class 49 contains 15137 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7137 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12633 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2044 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12539 members 
Mstep: Class 59 contains 15621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172192.000000 Penalty: 196018.109375
Iteration 167Q: 60 clusters Score -5.117219e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 22820 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6987 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8608 members 
Mstep: Class 24 contains 21924 members 
Mstep: Class 25 contains 17181 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3611 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23254 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1082 members 
Mstep: Class 32 contains 61275 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13720 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6143 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13933 members 
Mstep: Class 45 contains 37451 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6564 members 
Mstep: Class 49 contains 15142 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7151 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12634 members 
Mstep: Class 55 contains 1513 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12549 members 
Mstep: Class 59 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172292.000000 Penalty: 196018.109375
Iteration 168Q: 60 clusters Score -5.117229e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7022 members 
Mstep: Class 9 contains 22823 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2761 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6984 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8603 members 
Mstep: Class 24 contains 21923 members 
Mstep: Class 25 contains 17180 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3604 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23256 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1082 members 
Mstep: Class 32 contains 61280 members 
Mstep: Class 33 contains 1278 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13716 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6144 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13932 members 
Mstep: Class 45 contains 37441 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6547 members 
Mstep: Class 49 contains 15144 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7162 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12633 members 
Mstep: Class 55 contains 1513 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12556 members 
Mstep: Class 59 contains 15665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172252.000000 Penalty: 196018.109375
Iteration 169Q: 60 clusters Score -5.117225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3246 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7021 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19547 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6984 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8601 members 
Mstep: Class 24 contains 21923 members 
Mstep: Class 25 contains 17179 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3600 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23259 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1082 members 
Mstep: Class 32 contains 61283 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13713 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6144 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13932 members 
Mstep: Class 45 contains 37436 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6531 members 
Mstep: Class 49 contains 15150 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7168 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12633 members 
Mstep: Class 55 contains 1513 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12561 members 
Mstep: Class 59 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172268.000000 Penalty: 196018.109375
Iteration 170Q: 60 clusters Score -5.117227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 22825 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6984 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8601 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17173 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3597 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23256 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1082 members 
Mstep: Class 32 contains 61288 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13708 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6144 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13934 members 
Mstep: Class 45 contains 37430 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6516 members 
Mstep: Class 49 contains 15151 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7177 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12633 members 
Mstep: Class 55 contains 1513 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12569 members 
Mstep: Class 59 contains 15685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172352.000000 Penalty: 196018.109375
Iteration 171Q: 60 clusters Score -5.117235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19545 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6984 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8598 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17171 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3592 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23259 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1083 members 
Mstep: Class 32 contains 61292 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13706 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6145 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13936 members 
Mstep: Class 45 contains 37427 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6509 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7183 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12633 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12578 members 
Mstep: Class 59 contains 15688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172356.000000 Penalty: 196018.109375
Iteration 172Q: 60 clusters Score -5.117236e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19545 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6983 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17167 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23269 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1084 members 
Mstep: Class 32 contains 61295 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13703 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6143 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13935 members 
Mstep: Class 45 contains 37424 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6502 members 
Mstep: Class 49 contains 15154 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7186 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12635 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2045 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12580 members 
Mstep: Class 59 contains 15695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172340.000000 Penalty: 196018.109375
Iteration 173Q: 60 clusters Score -5.117234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19545 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17165 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23272 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1085 members 
Mstep: Class 32 contains 61297 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6143 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13936 members 
Mstep: Class 45 contains 37422 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6493 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7190 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12636 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2045 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12578 members 
Mstep: Class 59 contains 15705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172328.000000 Penalty: 196018.109375
Iteration 174Q: 60 clusters Score -5.117233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 22824 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17165 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1087 members 
Mstep: Class 32 contains 61299 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6145 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13935 members 
Mstep: Class 45 contains 37421 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6484 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7197 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12636 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12577 members 
Mstep: Class 59 contains 15708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172316.000000 Penalty: 196018.109375
Iteration 175Q: 60 clusters Score -5.117232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 22823 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17162 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1088 members 
Mstep: Class 32 contains 61302 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6146 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13934 members 
Mstep: Class 45 contains 37419 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6480 members 
Mstep: Class 49 contains 15153 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7198 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12579 members 
Mstep: Class 59 contains 15713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172388.000000 Penalty: 196018.109375
Iteration 176Q: 60 clusters Score -5.117239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22821 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1089 members 
Mstep: Class 32 contains 61304 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7977 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6146 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 13932 members 
Mstep: Class 45 contains 37417 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6478 members 
Mstep: Class 49 contains 15154 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7201 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12639 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12582 members 
Mstep: Class 59 contains 15715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172320.000000 Penalty: 196018.109375
Iteration 177Q: 60 clusters Score -5.117232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8786 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 22818 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17156 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23269 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1091 members 
Mstep: Class 32 contains 61304 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7976 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6146 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 13932 members 
Mstep: Class 45 contains 37414 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6477 members 
Mstep: Class 49 contains 15157 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7207 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12639 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12584 members 
Mstep: Class 59 contains 15717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172356.000000 Penalty: 196018.109375
Iteration 178Q: 60 clusters Score -5.117236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 22817 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17155 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1092 members 
Mstep: Class 32 contains 61306 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7975 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6146 members 
Mstep: Class 43 contains 1636 members 
Mstep: Class 44 contains 13931 members 
Mstep: Class 45 contains 37412 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6475 members 
Mstep: Class 49 contains 15159 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7213 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12639 members 
Mstep: Class 55 contains 1510 members 
Mstep: Class 56 contains 2047 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12583 members 
Mstep: Class 59 contains 15719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172344.000000 Penalty: 196018.109375
Iteration 179Q: 60 clusters Score -5.117234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 22814 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17154 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3588 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1094 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6147 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13931 members 
Mstep: Class 45 contains 37408 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6472 members 
Mstep: Class 49 contains 15161 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7220 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1510 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12581 members 
Mstep: Class 59 contains 15721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172368.000000 Penalty: 196018.109375
Iteration 180F: 60 clusters Score -5.117237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17154 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3589 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1095 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1635 members 
Mstep: Class 44 contains 13931 members 
Mstep: Class 45 contains 37406 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6469 members 
Mstep: Class 49 contains 15164 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7221 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1510 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12581 members 
Mstep: Class 59 contains 15722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172352.000000 Penalty: 196018.109375
Iteration 181Q: 60 clusters Score -5.117235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7033 members 
Mstep: Class 9 contains 22811 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3590 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23272 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1095 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1634 members 
Mstep: Class 44 contains 13931 members 
Mstep: Class 45 contains 37404 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6467 members 
Mstep: Class 49 contains 15164 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7226 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1511 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12580 members 
Mstep: Class 59 contains 15722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172388.000000 Penalty: 196018.109375
Iteration 182Q: 60 clusters Score -5.117239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8785 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3590 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23272 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1096 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13931 members 
Mstep: Class 45 contains 37404 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6466 members 
Mstep: Class 49 contains 15164 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7229 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1512 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12576 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172392.000000 Penalty: 196018.109375
Iteration 183Q: 60 clusters Score -5.117239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7031 members 
Mstep: Class 9 contains 22810 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3589 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23272 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1097 members 
Mstep: Class 32 contains 61309 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1632 members 
Mstep: Class 44 contains 13931 members 
Mstep: Class 45 contains 37404 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15166 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7232 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12575 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172320.000000 Penalty: 196018.109375
Iteration 184Q: 60 clusters Score -5.117232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8784 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22808 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1100 members 
Mstep: Class 32 contains 61309 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1632 members 
Mstep: Class 44 contains 13930 members 
Mstep: Class 45 contains 37404 members 
Mstep: Class 46 contains 2438 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7238 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2045 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12573 members 
Mstep: Class 59 contains 15726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172328.000000 Penalty: 196018.109375
Iteration 185Q: 60 clusters Score -5.117233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22807 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19543 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17152 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1099 members 
Mstep: Class 32 contains 61309 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1632 members 
Mstep: Class 44 contains 13928 members 
Mstep: Class 45 contains 37404 members 
Mstep: Class 46 contains 2439 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1266 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7242 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12575 members 
Mstep: Class 59 contains 15726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172308.000000 Penalty: 196018.109375
Iteration 186Q: 60 clusters Score -5.117231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19543 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8595 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17152 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61309 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37403 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7241 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12577 members 
Mstep: Class 59 contains 15726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172304.000000 Penalty: 196018.109375
Iteration 187Q: 60 clusters Score -5.11723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8594 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17152 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61309 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37403 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7242 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12578 members 
Mstep: Class 59 contains 15726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172296.000000 Penalty: 196018.109375
Iteration 188Q: 60 clusters Score -5.11723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8593 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61308 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37403 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12581 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172284.000000 Penalty: 196018.109375
Iteration 189Q: 60 clusters Score -5.117228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23269 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61308 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13701 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37403 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12582 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172300.000000 Penalty: 196018.109375
Iteration 190Q: 60 clusters Score -5.11723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61308 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37403 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12583 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172304.000000 Penalty: 196018.109375
Iteration 191Q: 60 clusters Score -5.11723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8591 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61309 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37402 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12583 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172304.000000 Penalty: 196018.109375
Iteration 192Q: 60 clusters Score -5.11723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37401 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12584 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172308.000000 Penalty: 196018.109375
Iteration 193Q: 60 clusters Score -5.117231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37401 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12584 members 
Mstep: Class 59 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172308.000000 Penalty: 196018.109375
Iteration 194F: 60 clusters Score -5.117231e+07 nChanged 0
Entering ConstructFrom: 
Score: -51172308.000000 Penalty: 196018.109375
Entering ConstructFrom: 
Trying to split cluster 1 (13388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Entering Unmasked Estep 
Score: -1086710.375000 Penalty: 2356.524414
	Iteration 0F: 2 clusters Score -1086710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1076901.750000 Penalty: 4713.048828
	Iteration 0F: 3 clusters Score -1076902 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1079991.875000 Penalty: 4713.048828
	Iteration 1F: 3 clusters Score -1079992 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1080349.375000 Penalty: 4713.048828
	Iteration 2F: 3 clusters Score -1080349 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1080615.000000 Penalty: 4713.048828
	Iteration 3Q: 3 clusters Score -1080615 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1080867.625000 Penalty: 4713.048828
	Iteration 4Q: 3 clusters Score -1080868 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1081142.375000 Penalty: 4713.048828
	Iteration 5Q: 3 clusters Score -1081142 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1081436.625000 Penalty: 4713.048828
	Iteration 6Q: 3 clusters Score -1081437 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1081864.625000 Penalty: 4713.048828
	Iteration 7Q: 3 clusters Score -1081865 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1082464.375000 Penalty: 4713.048828
	Iteration 8F: 3 clusters Score -1082464 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1083289.250000 Penalty: 4713.048828
	Iteration 9F: 3 clusters Score -1083289 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1084255.875000 Penalty: 4713.048828
	Iteration 10F: 3 clusters Score -1084256 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1085073.750000 Penalty: 4713.048828
	Iteration 11F: 3 clusters Score -1085074 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1085710.500000 Penalty: 4713.048828
	Iteration 12Q: 3 clusters Score -1085710 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1086182.875000 Penalty: 4713.048828
	Iteration 13Q: 3 clusters Score -1086183 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1086508.125000 Penalty: 4713.048828
	Iteration 14Q: 3 clusters Score -1086508 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1086740.125000 Penalty: 4713.048828
	Iteration 15Q: 3 clusters Score -1086740 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1086941.125000 Penalty: 4713.048828
	Iteration 16Q: 3 clusters Score -1086941 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1087118.875000 Penalty: 4713.048828
	Iteration 17Q: 3 clusters Score -1087119 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1087256.875000 Penalty: 4713.048828
	Iteration 18Q: 3 clusters Score -1087257 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1087336.125000 Penalty: 4713.048828
	Iteration 19Q: 3 clusters Score -1087336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1087385.250000 Penalty: 4713.048828
	Iteration 20F: 3 clusters Score -1087385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1087417.125000 Penalty: 4713.048828
	Iteration 21Q: 3 clusters Score -1087417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1087443.625000 Penalty: 4713.048828
	Iteration 22Q: 3 clusters Score -1087444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1087462.375000 Penalty: 4713.048828
	Iteration 23Q: 3 clusters Score -1087462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1087471.875000 Penalty: 4713.048828
	Iteration 24Q: 3 clusters Score -1087472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1087481.000000 Penalty: 4713.048828
	Iteration 25Q: 3 clusters Score -1087481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1087495.750000 Penalty: 4713.048828
	Iteration 26Q: 3 clusters Score -1087496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1087509.250000 Penalty: 4713.048828
	Iteration 27Q: 3 clusters Score -1087509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1087518.750000 Penalty: 4713.048828
	Iteration 28Q: 3 clusters Score -1087519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1087522.750000 Penalty: 4713.048828
	Iteration 29Q: 3 clusters Score -1087523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1087526.750000 Penalty: 4713.048828
	Iteration 30Q: 3 clusters Score -1087527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1087533.500000 Penalty: 4713.048828
	Iteration 31Q: 3 clusters Score -1087534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1087537.250000 Penalty: 4713.048828
	Iteration 32Q: 3 clusters Score -1087537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1087535.750000 Penalty: 4713.048828
	Iteration 33Q: 3 clusters Score -1087536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1087538.375000 Penalty: 4713.048828
	Iteration 34Q: 3 clusters Score -1087538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1087539.750000 Penalty: 4713.048828
	Iteration 35Q: 3 clusters Score -1087540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1087542.875000 Penalty: 4713.048828
	Iteration 36Q: 3 clusters Score -1087543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1087545.875000 Penalty: 4713.048828
	Iteration 37Q: 3 clusters Score -1087546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1087549.375000 Penalty: 4713.048828
	Iteration 38Q: 3 clusters Score -1087549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1087548.875000 Penalty: 4713.048828
	Iteration 39Q: 3 clusters Score -1087549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1087552.625000 Penalty: 4713.048828
	Iteration 40F: 3 clusters Score -1087553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1087551.000000 Penalty: 4713.048828
	Iteration 41Q: 3 clusters Score -1087551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1087552.750000 Penalty: 4713.048828
	Iteration 42Q: 3 clusters Score -1087553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1087552.750000 Penalty: 4713.048828
	Iteration 43F: 3 clusters Score -1087553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37401 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12584 members 
Mstep: Class 59 contains 15725 members 
Mstep: Class 60 contains 6484 members 
Entering Unmasked Estep 
Score: -51172000.000000 Penalty: 199340.453125
Splitting cluster 1 changes total score from -51172308.000000 to -51172000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -228773.515625 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -228773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -225610.812500 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -225610.8 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -226267.296875 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -226267.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -226432.328125 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -226432.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -226516.187500 Penalty: 3948.666504
	Iteration 3Q: 3 clusters Score -226516.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -226560.953125 Penalty: 3948.666504
	Iteration 4Q: 3 clusters Score -226561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -226584.078125 Penalty: 3948.666504
	Iteration 5Q: 3 clusters Score -226584.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -226616.406250 Penalty: 3948.666504
	Iteration 6Q: 3 clusters Score -226616.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -226650.921875 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -226650.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -226679.218750 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -226679.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226710.062500 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -226710.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -226751.531250 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -226751.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -226803.156250 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -226803.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -226868.656250 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -226868.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -226928.593750 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -226928.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -226978.171875 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -226978.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -227037.890625 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -227037.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -227109.687500 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -227109.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -227189.500000 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -227189.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -227259.703125 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -227259.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -227321.984375 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -227322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -227375.031250 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -227375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -227423.437500 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -227423.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -227477.578125 Penalty: 3948.666504
	Iteration 22Q: 3 clusters Score -227477.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -227534.453125 Penalty: 3948.666504
	Iteration 23Q: 3 clusters Score -227534.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -227574.437500 Penalty: 3948.666504
	Iteration 24Q: 3 clusters Score -227574.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -227614.484375 Penalty: 3948.666504
	Iteration 25Q: 3 clusters Score -227614.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -227663.703125 Penalty: 3948.666504
	Iteration 26Q: 3 clusters Score -227663.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -227696.234375 Penalty: 3948.666504
	Iteration 27Q: 3 clusters Score -227696.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -227728.437500 Penalty: 3948.666504
	Iteration 28Q: 3 clusters Score -227728.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -227742.640625 Penalty: 3948.666504
	Iteration 29Q: 3 clusters Score -227742.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -227753.140625 Penalty: 3948.666504
	Iteration 30Q: 3 clusters Score -227753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -227762.250000 Penalty: 3948.666504
	Iteration 31Q: 3 clusters Score -227762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -227770.812500 Penalty: 3948.666504
	Iteration 32Q: 3 clusters Score -227770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -227773.703125 Penalty: 3948.666504
	Iteration 33Q: 3 clusters Score -227773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -227778.828125 Penalty: 3948.666504
	Iteration 34Q: 3 clusters Score -227778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -227785.437500 Penalty: 3948.666504
	Iteration 35Q: 3 clusters Score -227785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -227790.671875 Penalty: 3948.666504
	Iteration 36Q: 3 clusters Score -227790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -227798.468750 Penalty: 3948.666504
	Iteration 37Q: 3 clusters Score -227798.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -227805.468750 Penalty: 3948.666504
	Iteration 38Q: 3 clusters Score -227805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -227812.234375 Penalty: 3948.666504
	Iteration 39Q: 3 clusters Score -227812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -227819.859375 Penalty: 3948.666504
	Iteration 40F: 3 clusters Score -227819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -227826.093750 Penalty: 3948.666504
	Iteration 41Q: 3 clusters Score -227826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -227831.703125 Penalty: 3948.666504
	Iteration 42Q: 3 clusters Score -227831.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227835.640625 Penalty: 3948.666504
	Iteration 43Q: 3 clusters Score -227835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -227840.546875 Penalty: 3948.666504
	Iteration 44Q: 3 clusters Score -227840.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -227849.218750 Penalty: 3948.666504
	Iteration 45Q: 3 clusters Score -227849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -227855.312500 Penalty: 3948.666504
	Iteration 46Q: 3 clusters Score -227855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -227866.343750 Penalty: 3948.666504
	Iteration 47Q: 3 clusters Score -227866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -227874.265625 Penalty: 3948.666504
	Iteration 48Q: 3 clusters Score -227874.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -227881.796875 Penalty: 3948.666504
	Iteration 49Q: 3 clusters Score -227881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -227884.687500 Penalty: 3948.666504
	Iteration 50Q: 3 clusters Score -227884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -227887.578125 Penalty: 3948.666504
	Iteration 51Q: 3 clusters Score -227887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -227890.609375 Penalty: 3948.666504
	Iteration 52Q: 3 clusters Score -227890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -227891.375000 Penalty: 3948.666504
	Iteration 53Q: 3 clusters Score -227891.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227893.062500 Penalty: 3948.666504
	Iteration 54Q: 3 clusters Score -227893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227893.062500 Penalty: 3948.666504
	Iteration 55F: 3 clusters Score -227893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -254531.609375 Penalty: 2004.971436
	Iteration 0F: 2 clusters Score -254531.6 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 1638 members 
Entering Unmasked Estep 
Score: -251166.953125 Penalty: 4009.942871
	Iteration 0F: 3 clusters Score -251167 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -251927.718750 Penalty: 4009.942871
	Iteration 1F: 3 clusters Score -251927.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -252177.109375 Penalty: 4009.942871
	Iteration 2F: 3 clusters Score -252177.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -252411.109375 Penalty: 4009.942871
	Iteration 3F: 3 clusters Score -252411.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -252658.859375 Penalty: 4009.942871
	Iteration 4F: 3 clusters Score -252658.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -252833.328125 Penalty: 4009.942871
	Iteration 5F: 3 clusters Score -252833.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -252979.796875 Penalty: 4009.942871
	Iteration 6Q: 3 clusters Score -252979.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -253136.234375 Penalty: 4009.942871
	Iteration 7Q: 3 clusters Score -253136.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -253243.546875 Penalty: 4009.942871
	Iteration 8Q: 3 clusters Score -253243.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -253318.656250 Penalty: 4009.942871
	Iteration 9Q: 3 clusters Score -253318.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -253389.968750 Penalty: 4009.942871
	Iteration 10Q: 3 clusters Score -253390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -253436.156250 Penalty: 4009.942871
	Iteration 11Q: 3 clusters Score -253436.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -253465.421875 Penalty: 4009.942871
	Iteration 12Q: 3 clusters Score -253465.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -253492.484375 Penalty: 4009.942871
	Iteration 13Q: 3 clusters Score -253492.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -253513.750000 Penalty: 4009.942871
	Iteration 14Q: 3 clusters Score -253513.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -253526.906250 Penalty: 4009.942871
	Iteration 15Q: 3 clusters Score -253526.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -253539.515625 Penalty: 4009.942871
	Iteration 16Q: 3 clusters Score -253539.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -253552.921875 Penalty: 4009.942871
	Iteration 17Q: 3 clusters Score -253552.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -253564.937500 Penalty: 4009.942871
	Iteration 18Q: 3 clusters Score -253564.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -253571.890625 Penalty: 4009.942871
	Iteration 19Q: 3 clusters Score -253571.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -253582.562500 Penalty: 4009.942871
	Iteration 20F: 3 clusters Score -253582.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -253598.828125 Penalty: 4009.942871
	Iteration 21Q: 3 clusters Score -253598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -253620.312500 Penalty: 4009.942871
	Iteration 22Q: 3 clusters Score -253620.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -253644.109375 Penalty: 4009.942871
	Iteration 23Q: 3 clusters Score -253644.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -253660.187500 Penalty: 4009.942871
	Iteration 24Q: 3 clusters Score -253660.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -253676.921875 Penalty: 4009.942871
	Iteration 25Q: 3 clusters Score -253676.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -253695.359375 Penalty: 4009.942871
	Iteration 26Q: 3 clusters Score -253695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -253708.593750 Penalty: 4009.942871
	Iteration 27Q: 3 clusters Score -253708.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -253720.906250 Penalty: 4009.942871
	Iteration 28Q: 3 clusters Score -253720.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -253733.937500 Penalty: 4009.942871
	Iteration 29Q: 3 clusters Score -253733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -253746.500000 Penalty: 4009.942871
	Iteration 30Q: 3 clusters Score -253746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -253754.156250 Penalty: 4009.942871
	Iteration 31Q: 3 clusters Score -253754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -253758.343750 Penalty: 4009.942871
	Iteration 32Q: 3 clusters Score -253758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -253760.546875 Penalty: 4009.942871
	Iteration 33Q: 3 clusters Score -253760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -253763.375000 Penalty: 4009.942871
	Iteration 34Q: 3 clusters Score -253763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -253765.312500 Penalty: 4009.942871
	Iteration 35Q: 3 clusters Score -253765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -253768.562500 Penalty: 4009.942871
	Iteration 36Q: 3 clusters Score -253768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -253771.140625 Penalty: 4009.942871
	Iteration 37Q: 3 clusters Score -253771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -253771.140625 Penalty: 4009.942871
	Iteration 38F: 3 clusters Score -253771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -338542.156250 Penalty: 2103.376953
	Iteration 0F: 2 clusters Score -338542.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -334128.375000 Penalty: 4206.753906
	Iteration 0F: 3 clusters Score -334128.4 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -335381.093750 Penalty: 4206.753906
	Iteration 1F: 3 clusters Score -335381.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -335833.750000 Penalty: 4206.753906
	Iteration 2F: 3 clusters Score -335833.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -336260.000000 Penalty: 4206.753906
	Iteration 3F: 3 clusters Score -336260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -336707.093750 Penalty: 4206.753906
	Iteration 4F: 3 clusters Score -336707.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -337092.625000 Penalty: 4206.753906
	Iteration 5F: 3 clusters Score -337092.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -337344.343750 Penalty: 4206.753906
	Iteration 6F: 3 clusters Score -337344.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -337543.812500 Penalty: 4206.753906
	Iteration 7Q: 3 clusters Score -337543.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -337691.781250 Penalty: 4206.753906
	Iteration 8Q: 3 clusters Score -337691.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -337803.375000 Penalty: 4206.753906
	Iteration 9Q: 3 clusters Score -337803.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -337860.312500 Penalty: 4206.753906
	Iteration 10Q: 3 clusters Score -337860.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -337906.625000 Penalty: 4206.753906
	Iteration 11Q: 3 clusters Score -337906.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -337947.812500 Penalty: 4206.753906
	Iteration 12Q: 3 clusters Score -337947.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -338001.281250 Penalty: 4206.753906
	Iteration 13Q: 3 clusters Score -338001.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -338061.968750 Penalty: 4206.753906
	Iteration 14Q: 3 clusters Score -338062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -338109.968750 Penalty: 4206.753906
	Iteration 15Q: 3 clusters Score -338110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -338129.218750 Penalty: 4206.753906
	Iteration 16Q: 3 clusters Score -338129.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -338139.187500 Penalty: 4206.753906
	Iteration 17Q: 3 clusters Score -338139.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -338145.343750 Penalty: 4206.753906
	Iteration 18Q: 3 clusters Score -338145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -338148.312500 Penalty: 4206.753906
	Iteration 19Q: 3 clusters Score -338148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -338150.312500 Penalty: 4206.753906
	Iteration 20F: 3 clusters Score -338150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -338150.968750 Penalty: 4206.753906
	Iteration 21Q: 3 clusters Score -338151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -338152.500000 Penalty: 4206.753906
	Iteration 22Q: 3 clusters Score -338152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -338152.250000 Penalty: 4206.753906
	Iteration 23Q: 3 clusters Score -338152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -338152.937500 Penalty: 4206.753906
	Iteration 24Q: 3 clusters Score -338152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -338153.031250 Penalty: 4206.753906
	Iteration 25Q: 3 clusters Score -338153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -338154.468750 Penalty: 4206.753906
	Iteration 26Q: 3 clusters Score -338154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -338154.968750 Penalty: 4206.753906
	Iteration 27Q: 3 clusters Score -338155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -338156.750000 Penalty: 4206.753906
	Iteration 28Q: 3 clusters Score -338156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -338158.000000 Penalty: 4206.753906
	Iteration 29Q: 3 clusters Score -338158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -338158.281250 Penalty: 4206.753906
	Iteration 30Q: 3 clusters Score -338158.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -338158.281250 Penalty: 4206.753906
	Iteration 31F: 3 clusters Score -338158.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -219371.468750 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -219371.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -216286.765625 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -216286.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -216892.250000 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -216892.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -217104.921875 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -217104.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -217241.843750 Penalty: 3923.470947
	Iteration 3F: 3 clusters Score -217241.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217343.296875 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -217343.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217435.656250 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -217435.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217535.796875 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -217535.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217627.156250 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -217627.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217721.500000 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -217721.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217826.656250 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -217826.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217909.890625 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -217909.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -217976.078125 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -217976.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -218039.937500 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -218039.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -218098.234375 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -218098.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -218144.953125 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -218145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -218196.343750 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -218196.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -218245.125000 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -218245.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -218299.750000 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -218299.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -218363.328125 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -218363.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -218405.000000 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -218405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218446.171875 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -218446.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -218494.562500 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -218494.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -218532.828125 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -218532.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -218556.093750 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -218556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -218574.953125 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -218575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -218588.250000 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -218588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -218598.562500 Penalty: 3923.470947
	Iteration 26Q: 3 clusters Score -218598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218605.250000 Penalty: 3923.470947
	Iteration 27Q: 3 clusters Score -218605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218608.125000 Penalty: 3923.470947
	Iteration 28Q: 3 clusters Score -218608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218609.093750 Penalty: 3923.470947
	Iteration 29Q: 3 clusters Score -218609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218609.093750 Penalty: 3923.470947
	Iteration 30F: 3 clusters Score -218609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -757018.375000 Penalty: 2251.982178
	Iteration 0F: 2 clusters Score -757018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -750122.187500 Penalty: 4503.964355
	Iteration 0F: 3 clusters Score -750122.2 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -752026.812500 Penalty: 4503.964355
	Iteration 1F: 3 clusters Score -752026.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -752286.375000 Penalty: 4503.964355
	Iteration 2F: 3 clusters Score -752286.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -752452.375000 Penalty: 4503.964355
	Iteration 3Q: 3 clusters Score -752452.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -752577.000000 Penalty: 4503.964355
	Iteration 4Q: 3 clusters Score -752577 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -752679.187500 Penalty: 4503.964355
	Iteration 5Q: 3 clusters Score -752679.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -752768.125000 Penalty: 4503.964355
	Iteration 6Q: 3 clusters Score -752768.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -752846.875000 Penalty: 4503.964355
	Iteration 7Q: 3 clusters Score -752846.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -752915.312500 Penalty: 4503.964355
	Iteration 8Q: 3 clusters Score -752915.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -752992.500000 Penalty: 4503.964355
	Iteration 9Q: 3 clusters Score -752992.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -753081.062500 Penalty: 4503.964355
	Iteration 10Q: 3 clusters Score -753081.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -753171.375000 Penalty: 4503.964355
	Iteration 11Q: 3 clusters Score -753171.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -753274.312500 Penalty: 4503.964355
	Iteration 12Q: 3 clusters Score -753274.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -753378.562500 Penalty: 4503.964355
	Iteration 13Q: 3 clusters Score -753378.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -753498.187500 Penalty: 4503.964355
	Iteration 14Q: 3 clusters Score -753498.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -753638.937500 Penalty: 4503.964355
	Iteration 15Q: 3 clusters Score -753638.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -753792.750000 Penalty: 4503.964355
	Iteration 16Q: 3 clusters Score -753792.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -753947.062500 Penalty: 4503.964355
	Iteration 17Q: 3 clusters Score -753947.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -754088.125000 Penalty: 4503.964355
	Iteration 18Q: 3 clusters Score -754088.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -754187.312500 Penalty: 4503.964355
	Iteration 19Q: 3 clusters Score -754187.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -754272.687500 Penalty: 4503.964355
	Iteration 20F: 3 clusters Score -754272.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -754358.000000 Penalty: 4503.964355
	Iteration 21Q: 3 clusters Score -754358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -754434.812500 Penalty: 4503.964355
	Iteration 22Q: 3 clusters Score -754434.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -754487.875000 Penalty: 4503.964355
	Iteration 23Q: 3 clusters Score -754487.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -754531.812500 Penalty: 4503.964355
	Iteration 24Q: 3 clusters Score -754531.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -754559.875000 Penalty: 4503.964355
	Iteration 25Q: 3 clusters Score -754559.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -754585.312500 Penalty: 4503.964355
	Iteration 26Q: 3 clusters Score -754585.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -754607.375000 Penalty: 4503.964355
	Iteration 27Q: 3 clusters Score -754607.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -754621.937500 Penalty: 4503.964355
	Iteration 28Q: 3 clusters Score -754621.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -754634.000000 Penalty: 4503.964355
	Iteration 29Q: 3 clusters Score -754634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -754638.812500 Penalty: 4503.964355
	Iteration 30Q: 3 clusters Score -754638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -754645.500000 Penalty: 4503.964355
	Iteration 31Q: 3 clusters Score -754645.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -754647.437500 Penalty: 4503.964355
	Iteration 32Q: 3 clusters Score -754647.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -754651.875000 Penalty: 4503.964355
	Iteration 33Q: 3 clusters Score -754651.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -754654.687500 Penalty: 4503.964355
	Iteration 34Q: 3 clusters Score -754654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -754657.750000 Penalty: 4503.964355
	Iteration 35Q: 3 clusters Score -754657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -754660.812500 Penalty: 4503.964355
	Iteration 36Q: 3 clusters Score -754660.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -754663.875000 Penalty: 4503.964355
	Iteration 37Q: 3 clusters Score -754663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -754666.750000 Penalty: 4503.964355
	Iteration 38Q: 3 clusters Score -754666.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -754669.875000 Penalty: 4503.964355
	Iteration 39Q: 3 clusters Score -754669.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -754671.750000 Penalty: 4503.964355
	Iteration 40F: 3 clusters Score -754671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -754673.250000 Penalty: 4503.964355
	Iteration 41Q: 3 clusters Score -754673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -754675.125000 Penalty: 4503.964355
	Iteration 42Q: 3 clusters Score -754675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -754677.312500 Penalty: 4503.964355
	Iteration 43Q: 3 clusters Score -754677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -754680.562500 Penalty: 4503.964355
	Iteration 44Q: 3 clusters Score -754680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -754680.937500 Penalty: 4503.964355
	Iteration 45Q: 3 clusters Score -754680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -754682.125000 Penalty: 4503.964355
	Iteration 46Q: 3 clusters Score -754682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -754684.312500 Penalty: 4503.964355
	Iteration 47Q: 3 clusters Score -754684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -754687.000000 Penalty: 4503.964355
	Iteration 48Q: 3 clusters Score -754687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -754686.062500 Penalty: 4503.964355
	Iteration 49Q: 3 clusters Score -754686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -754686.812500 Penalty: 4503.964355
	Iteration 50Q: 3 clusters Score -754686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -754688.062500 Penalty: 4503.964355
	Iteration 51Q: 3 clusters Score -754688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -754688.625000 Penalty: 4503.964355
	Iteration 52Q: 3 clusters Score -754688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -754688.812500 Penalty: 4503.964355
	Iteration 53Q: 3 clusters Score -754688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -754688.875000 Penalty: 4503.964355
	Iteration 54Q: 3 clusters Score -754688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -754688.437500 Penalty: 4503.964355
	Iteration 55Q: 3 clusters Score -754688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -754688.437500 Penalty: 4503.964355
	Iteration 56F: 3 clusters Score -754688.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -574649.812500 Penalty: 2197.966064
	Iteration 0F: 2 clusters Score -574649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -568866.437500 Penalty: 4395.932129
	Iteration 0F: 3 clusters Score -568866.4 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -570334.250000 Penalty: 4395.932129
	Iteration 1F: 3 clusters Score -570334.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -570546.750000 Penalty: 4395.932129
	Iteration 2F: 3 clusters Score -570546.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -570705.000000 Penalty: 4395.932129
	Iteration 3Q: 3 clusters Score -570705 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -570830.750000 Penalty: 4395.932129
	Iteration 4Q: 3 clusters Score -570830.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -570936.312500 Penalty: 4395.932129
	Iteration 5Q: 3 clusters Score -570936.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -571023.062500 Penalty: 4395.932129
	Iteration 6Q: 3 clusters Score -571023.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -571102.750000 Penalty: 4395.932129
	Iteration 7Q: 3 clusters Score -571102.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -571184.000000 Penalty: 4395.932129
	Iteration 8Q: 3 clusters Score -571184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -571264.125000 Penalty: 4395.932129
	Iteration 9Q: 3 clusters Score -571264.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -571345.437500 Penalty: 4395.932129
	Iteration 10Q: 3 clusters Score -571345.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -571415.437500 Penalty: 4395.932129
	Iteration 11Q: 3 clusters Score -571415.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -571501.812500 Penalty: 4395.932129
	Iteration 12Q: 3 clusters Score -571501.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -571597.750000 Penalty: 4395.932129
	Iteration 13Q: 3 clusters Score -571597.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -571688.500000 Penalty: 4395.932129
	Iteration 14Q: 3 clusters Score -571688.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -571786.625000 Penalty: 4395.932129
	Iteration 15Q: 3 clusters Score -571786.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -571883.562500 Penalty: 4395.932129
	Iteration 16Q: 3 clusters Score -571883.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -571984.312500 Penalty: 4395.932129
	Iteration 17Q: 3 clusters Score -571984.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -572088.750000 Penalty: 4395.932129
	Iteration 18Q: 3 clusters Score -572088.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -572197.375000 Penalty: 4395.932129
	Iteration 19Q: 3 clusters Score -572197.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -572297.875000 Penalty: 4395.932129
	Iteration 20F: 3 clusters Score -572297.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -572365.875000 Penalty: 4395.932129
	Iteration 21Q: 3 clusters Score -572365.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -572430.000000 Penalty: 4395.932129
	Iteration 22Q: 3 clusters Score -572430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -572470.500000 Penalty: 4395.932129
	Iteration 23Q: 3 clusters Score -572470.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -572508.750000 Penalty: 4395.932129
	Iteration 24Q: 3 clusters Score -572508.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -572535.312500 Penalty: 4395.932129
	Iteration 25Q: 3 clusters Score -572535.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -572563.750000 Penalty: 4395.932129
	Iteration 26Q: 3 clusters Score -572563.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -572591.062500 Penalty: 4395.932129
	Iteration 27Q: 3 clusters Score -572591.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -572617.875000 Penalty: 4395.932129
	Iteration 28Q: 3 clusters Score -572617.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -572640.250000 Penalty: 4395.932129
	Iteration 29Q: 3 clusters Score -572640.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -572654.187500 Penalty: 4395.932129
	Iteration 30Q: 3 clusters Score -572654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -572667.750000 Penalty: 4395.932129
	Iteration 31Q: 3 clusters Score -572667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -572675.437500 Penalty: 4395.932129
	Iteration 32Q: 3 clusters Score -572675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -572685.937500 Penalty: 4395.932129
	Iteration 33Q: 3 clusters Score -572685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -572695.062500 Penalty: 4395.932129
	Iteration 34Q: 3 clusters Score -572695.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -572702.875000 Penalty: 4395.932129
	Iteration 35Q: 3 clusters Score -572702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -572704.625000 Penalty: 4395.932129
	Iteration 36Q: 3 clusters Score -572704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -572709.562500 Penalty: 4395.932129
	Iteration 37Q: 3 clusters Score -572709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -572710.875000 Penalty: 4395.932129
	Iteration 38Q: 3 clusters Score -572710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -572710.875000 Penalty: 4395.932129
	Iteration 39F: 3 clusters Score -572710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -588169.312500 Penalty: 2196.769531
	Iteration 0F: 2 clusters Score -588169.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -582356.187500 Penalty: 4393.539062
	Iteration 0F: 3 clusters Score -582356.2 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -583812.312500 Penalty: 4393.539062
	Iteration 1F: 3 clusters Score -583812.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -584074.937500 Penalty: 4393.539062
	Iteration 2F: 3 clusters Score -584074.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -584241.687500 Penalty: 4393.539062
	Iteration 3F: 3 clusters Score -584241.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -584346.375000 Penalty: 4393.539062
	Iteration 4Q: 3 clusters Score -584346.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -584422.625000 Penalty: 4393.539062
	Iteration 5Q: 3 clusters Score -584422.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -584497.125000 Penalty: 4393.539062
	Iteration 6Q: 3 clusters Score -584497.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -584571.187500 Penalty: 4393.539062
	Iteration 7Q: 3 clusters Score -584571.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -584641.187500 Penalty: 4393.539062
	Iteration 8Q: 3 clusters Score -584641.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -584702.562500 Penalty: 4393.539062
	Iteration 9Q: 3 clusters Score -584702.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -584769.437500 Penalty: 4393.539062
	Iteration 10Q: 3 clusters Score -584769.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -584871.000000 Penalty: 4393.539062
	Iteration 11Q: 3 clusters Score -584871 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -584987.500000 Penalty: 4393.539062
	Iteration 12Q: 3 clusters Score -584987.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -585142.187500 Penalty: 4393.539062
	Iteration 13Q: 3 clusters Score -585142.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -585333.375000 Penalty: 4393.539062
	Iteration 14Q: 3 clusters Score -585333.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -585551.250000 Penalty: 4393.539062
	Iteration 15Q: 3 clusters Score -585551.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -585810.500000 Penalty: 4393.539062
	Iteration 16Q: 3 clusters Score -585810.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -586104.250000 Penalty: 4393.539062
	Iteration 17Q: 3 clusters Score -586104.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -586491.875000 Penalty: 4393.539062
	Iteration 18Q: 3 clusters Score -586491.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -586880.062500 Penalty: 4393.539062
	Iteration 19Q: 3 clusters Score -586880.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -587180.562500 Penalty: 4393.539062
	Iteration 20F: 3 clusters Score -587180.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -587310.687500 Penalty: 4393.539062
	Iteration 21Q: 3 clusters Score -587310.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -587370.312500 Penalty: 4393.539062
	Iteration 22Q: 3 clusters Score -587370.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -587392.000000 Penalty: 4393.539062
	Iteration 23Q: 3 clusters Score -587392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -587400.562500 Penalty: 4393.539062
	Iteration 24Q: 3 clusters Score -587400.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -587409.562500 Penalty: 4393.539062
	Iteration 25Q: 3 clusters Score -587409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -587417.500000 Penalty: 4393.539062
	Iteration 26Q: 3 clusters Score -587417.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -587423.687500 Penalty: 4393.539062
	Iteration 27Q: 3 clusters Score -587423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -587426.312500 Penalty: 4393.539062
	Iteration 28Q: 3 clusters Score -587426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -587428.812500 Penalty: 4393.539062
	Iteration 29Q: 3 clusters Score -587428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -587430.625000 Penalty: 4393.539062
	Iteration 30Q: 3 clusters Score -587430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -587433.937500 Penalty: 4393.539062
	Iteration 31Q: 3 clusters Score -587433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -587433.562500 Penalty: 4393.539062
	Iteration 32Q: 3 clusters Score -587433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -587434.750000 Penalty: 4393.539062
	Iteration 33Q: 3 clusters Score -587434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -587434.187500 Penalty: 4393.539062
	Iteration 34Q: 3 clusters Score -587434.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -587434.187500 Penalty: 4393.539062
	Iteration 35F: 3 clusters Score -587434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Entering Unmasked Estep 
Score: -1859638.500000 Penalty: 2488.625000
	Iteration 0F: 2 clusters Score -1859638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1843721.875000 Penalty: 4977.250000
	Iteration 0F: 3 clusters Score -1843722 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1849265.500000 Penalty: 4977.250000
	Iteration 1F: 3 clusters Score -1849266 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1849750.750000 Penalty: 4977.250000
	Iteration 2F: 3 clusters Score -1849751 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1850152.250000 Penalty: 4977.250000
	Iteration 3Q: 3 clusters Score -1850152 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1850543.625000 Penalty: 4977.250000
	Iteration 4Q: 3 clusters Score -1850544 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1851027.375000 Penalty: 4977.250000
	Iteration 5Q: 3 clusters Score -1851027 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1851601.250000 Penalty: 4977.250000
	Iteration 6Q: 3 clusters Score -1851601 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1852315.125000 Penalty: 4977.250000
	Iteration 7F: 3 clusters Score -1852315 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1853076.625000 Penalty: 4977.250000
	Iteration 8F: 3 clusters Score -1853077 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1853809.750000 Penalty: 4977.250000
	Iteration 9Q: 3 clusters Score -1853810 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1854498.375000 Penalty: 4977.250000
	Iteration 10Q: 3 clusters Score -1854498 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1855161.750000 Penalty: 4977.250000
	Iteration 11Q: 3 clusters Score -1855162 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1855753.000000 Penalty: 4977.250000
	Iteration 12Q: 3 clusters Score -1855753 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1856200.125000 Penalty: 4977.250000
	Iteration 13Q: 3 clusters Score -1856200 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1856560.875000 Penalty: 4977.250000
	Iteration 14Q: 3 clusters Score -1856561 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1856849.750000 Penalty: 4977.250000
	Iteration 15Q: 3 clusters Score -1856850 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1857052.250000 Penalty: 4977.250000
	Iteration 16Q: 3 clusters Score -1857052 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1857197.250000 Penalty: 4977.250000
	Iteration 17Q: 3 clusters Score -1857197 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1857277.500000 Penalty: 4977.250000
	Iteration 18Q: 3 clusters Score -1857278 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1857335.125000 Penalty: 4977.250000
	Iteration 19Q: 3 clusters Score -1857335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1857385.000000 Penalty: 4977.250000
	Iteration 20F: 3 clusters Score -1857385 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1857422.000000 Penalty: 4977.250000
	Iteration 21Q: 3 clusters Score -1857422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1857436.000000 Penalty: 4977.250000
	Iteration 22Q: 3 clusters Score -1857436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1857452.625000 Penalty: 4977.250000
	Iteration 23Q: 3 clusters Score -1857453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1857464.250000 Penalty: 4977.250000
	Iteration 24Q: 3 clusters Score -1857464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1857465.000000 Penalty: 4977.250000
	Iteration 25Q: 3 clusters Score -1857465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1857468.375000 Penalty: 4977.250000
	Iteration 26Q: 3 clusters Score -1857468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1857474.750000 Penalty: 4977.250000
	Iteration 27Q: 3 clusters Score -1857475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1857476.750000 Penalty: 4977.250000
	Iteration 28Q: 3 clusters Score -1857477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1857482.375000 Penalty: 4977.250000
	Iteration 29Q: 3 clusters Score -1857482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1857487.125000 Penalty: 4977.250000
	Iteration 30Q: 3 clusters Score -1857487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1857491.625000 Penalty: 4977.250000
	Iteration 31Q: 3 clusters Score -1857492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1857490.250000 Penalty: 4977.250000
	Iteration 32Q: 3 clusters Score -1857490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1857494.875000 Penalty: 4977.250000
	Iteration 33Q: 3 clusters Score -1857495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1857494.750000 Penalty: 4977.250000
	Iteration 34Q: 3 clusters Score -1857495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1857497.875000 Penalty: 4977.250000
	Iteration 35Q: 3 clusters Score -1857498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1857494.250000 Penalty: 4977.250000
	Iteration 36Q: 3 clusters Score -1857494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1857494.000000 Penalty: 4977.250000
	Iteration 37Q: 3 clusters Score -1857494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1857496.750000 Penalty: 4977.250000
	Iteration 38Q: 3 clusters Score -1857497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1857496.875000 Penalty: 4977.250000
	Iteration 39Q: 3 clusters Score -1857497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1857496.875000 Penalty: 4977.250000
	Iteration 40F: 3 clusters Score -1857497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Entering Unmasked Estep 
Score: -4706563.500000 Penalty: 2722.796875
	Iteration 0F: 2 clusters Score -4706564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4667163.000000 Penalty: 5445.593750
	Iteration 0F: 3 clusters Score -4667163 nChanged 27244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4682339.500000 Penalty: 5445.593750
	Iteration 1F: 3 clusters Score -4682340 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4682943.000000 Penalty: 5445.593750
	Iteration 2Q: 3 clusters Score -4682943 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4683722.500000 Penalty: 5445.593750
	Iteration 3Q: 3 clusters Score -4683722 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4684627.500000 Penalty: 5445.593750
	Iteration 4Q: 3 clusters Score -4684628 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4685850.500000 Penalty: 5445.593750
	Iteration 5Q: 3 clusters Score -4685850 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4687488.500000 Penalty: 5445.593750
	Iteration 6F: 3 clusters Score -4687488 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4689879.500000 Penalty: 5445.593750
	Iteration 7F: 3 clusters Score -4689880 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -4693056.500000 Penalty: 5445.593750
	Iteration 8F: 3 clusters Score -4693056 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -4696541.500000 Penalty: 5445.593750
	Iteration 9F: 3 clusters Score -4696542 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -4699758.000000 Penalty: 5445.593750
	Iteration 10F: 3 clusters Score -4699758 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -4701981.500000 Penalty: 5445.593750
	Iteration 11Q: 3 clusters Score -4701982 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -4703446.500000 Penalty: 5445.593750
	Iteration 12Q: 3 clusters Score -4703446 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -4704353.000000 Penalty: 5445.593750
	Iteration 13Q: 3 clusters Score -4704353 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -4704817.500000 Penalty: 5445.593750
	Iteration 14Q: 3 clusters Score -4704818 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -4705086.500000 Penalty: 5445.593750
	Iteration 15Q: 3 clusters Score -4705086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -4705242.000000 Penalty: 5445.593750
	Iteration 16Q: 3 clusters Score -4705242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -4705300.500000 Penalty: 5445.593750
	Iteration 17Q: 3 clusters Score -4705300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -4705340.000000 Penalty: 5445.593750
	Iteration 18Q: 3 clusters Score -4705340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -4705367.500000 Penalty: 5445.593750
	Iteration 19Q: 3 clusters Score -4705368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -4705376.500000 Penalty: 5445.593750
	Iteration 20F: 3 clusters Score -4705376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -4705385.000000 Penalty: 5445.593750
	Iteration 21Q: 3 clusters Score -4705385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -4705390.000000 Penalty: 5445.593750
	Iteration 22Q: 3 clusters Score -4705390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -4705389.000000 Penalty: 5445.593750
	Iteration 23Q: 3 clusters Score -4705389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -4705389.000000 Penalty: 5445.593750
	Iteration 24Q: 3 clusters Score -4705389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -4705396.000000 Penalty: 5445.593750
	Iteration 25Q: 3 clusters Score -4705396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -4705399.500000 Penalty: 5445.593750
	Iteration 26Q: 3 clusters Score -4705400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -4705407.000000 Penalty: 5445.593750
	Iteration 27Q: 3 clusters Score -4705407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -4705412.500000 Penalty: 5445.593750
	Iteration 28Q: 3 clusters Score -4705412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -4705409.000000 Penalty: 5445.593750
	Iteration 29Q: 3 clusters Score -4705409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -4705413.500000 Penalty: 5445.593750
	Iteration 30Q: 3 clusters Score -4705414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -4705417.500000 Penalty: 5445.593750
	Iteration 31Q: 3 clusters Score -4705418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -4705413.000000 Penalty: 5445.593750
	Iteration 32Q: 3 clusters Score -4705413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -4705418.000000 Penalty: 5445.593750
	Iteration 33Q: 3 clusters Score -4705418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -4705418.000000 Penalty: 5445.593750
	Iteration 34Q: 3 clusters Score -4705418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -4705415.500000 Penalty: 5445.593750
	Iteration 35Q: 3 clusters Score -4705416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -4705415.000000 Penalty: 5445.593750
	Iteration 36Q: 3 clusters Score -4705415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -4705422.500000 Penalty: 5445.593750
	Iteration 37Q: 3 clusters Score -4705422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -4705419.000000 Penalty: 5445.593750
	Iteration 38Q: 3 clusters Score -4705419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -4705419.000000 Penalty: 5445.593750
	Iteration 39Q: 3 clusters Score -4705419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -4705418.000000 Penalty: 5445.593750
	Iteration 40F: 3 clusters Score -4705418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -4705421.500000 Penalty: 5445.593750
	Iteration 41Q: 3 clusters Score -4705422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -4705421.500000 Penalty: 5445.593750
	Iteration 42F: 3 clusters Score -4705422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Entering Unmasked Estep 
Score: -4705385.500000 Penalty: 2718.362305
	Iteration 0F: 2 clusters Score -4705386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4666735.000000 Penalty: 5436.724609
	Iteration 0F: 3 clusters Score -4666735 nChanged 26771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4681588.000000 Penalty: 5436.724609
	Iteration 1F: 3 clusters Score -4681588 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4682179.000000 Penalty: 5436.724609
	Iteration 2Q: 3 clusters Score -4682179 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4682754.500000 Penalty: 5436.724609
	Iteration 3Q: 3 clusters Score -4682754 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4683381.000000 Penalty: 5436.724609
	Iteration 4Q: 3 clusters Score -4683381 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4684095.500000 Penalty: 5436.724609
	Iteration 5Q: 3 clusters Score -4684096 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4684997.000000 Penalty: 5436.724609
	Iteration 6Q: 3 clusters Score -4684997 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4686098.000000 Penalty: 5436.724609
	Iteration 7Q: 3 clusters Score -4686098 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4687442.500000 Penalty: 5436.724609
	Iteration 8Q: 3 clusters Score -4687442 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4688867.500000 Penalty: 5436.724609
	Iteration 9F: 3 clusters Score -4688868 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4690191.500000 Penalty: 5436.724609
	Iteration 10Q: 3 clusters Score -4690192 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4691234.500000 Penalty: 5436.724609
	Iteration 11Q: 3 clusters Score -4691234 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4692007.000000 Penalty: 5436.724609
	Iteration 12Q: 3 clusters Score -4692007 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4692658.500000 Penalty: 5436.724609
	Iteration 13Q: 3 clusters Score -4692658 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -4693250.000000 Penalty: 5436.724609
	Iteration 14Q: 3 clusters Score -4693250 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4693893.500000 Penalty: 5436.724609
	Iteration 15Q: 3 clusters Score -4693894 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -4694646.500000 Penalty: 5436.724609
	Iteration 16Q: 3 clusters Score -4694646 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -4695609.500000 Penalty: 5436.724609
	Iteration 17Q: 3 clusters Score -4695610 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -4696772.500000 Penalty: 5436.724609
	Iteration 18Q: 3 clusters Score -4696772 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -4697930.000000 Penalty: 5436.724609
	Iteration 19Q: 3 clusters Score -4697930 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -4699090.500000 Penalty: 5436.724609
	Iteration 20F: 3 clusters Score -4699090 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -4700077.500000 Penalty: 5436.724609
	Iteration 21Q: 3 clusters Score -4700078 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -4700821.000000 Penalty: 5436.724609
	Iteration 22Q: 3 clusters Score -4700821 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -4701377.000000 Penalty: 5436.724609
	Iteration 23Q: 3 clusters Score -4701377 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -4701812.000000 Penalty: 5436.724609
	Iteration 24Q: 3 clusters Score -4701812 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -4702104.000000 Penalty: 5436.724609
	Iteration 25Q: 3 clusters Score -4702104 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -4702262.000000 Penalty: 5436.724609
	Iteration 26Q: 3 clusters Score -4702262 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -4702383.000000 Penalty: 5436.724609
	Iteration 27Q: 3 clusters Score -4702383 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -4702494.500000 Penalty: 5436.724609
	Iteration 28Q: 3 clusters Score -4702494 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 56219 members 
Entering Unmasked Estep 
Score: -4702583.000000 Penalty: 5436.724609
	Iteration 29Q: 3 clusters Score -4702583 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -4702655.000000 Penalty: 5436.724609
	Iteration 30Q: 3 clusters Score -4702655 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -4702721.500000 Penalty: 5436.724609
	Iteration 31Q: 3 clusters Score -4702722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -4702767.000000 Penalty: 5436.724609
	Iteration 32Q: 3 clusters Score -4702767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -4702800.000000 Penalty: 5436.724609
	Iteration 33Q: 3 clusters Score -4702800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -4702829.500000 Penalty: 5436.724609
	Iteration 34Q: 3 clusters Score -4702830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -4702855.000000 Penalty: 5436.724609
	Iteration 35Q: 3 clusters Score -4702855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -4702876.000000 Penalty: 5436.724609
	Iteration 36Q: 3 clusters Score -4702876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -4702892.500000 Penalty: 5436.724609
	Iteration 37Q: 3 clusters Score -4702892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -4702903.500000 Penalty: 5436.724609
	Iteration 38Q: 3 clusters Score -4702904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -4702931.000000 Penalty: 5436.724609
	Iteration 39Q: 3 clusters Score -4702931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -4702946.500000 Penalty: 5436.724609
	Iteration 40F: 3 clusters Score -4702946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -4702957.500000 Penalty: 5436.724609
	Iteration 41Q: 3 clusters Score -4702958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -4702967.000000 Penalty: 5436.724609
	Iteration 42Q: 3 clusters Score -4702967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -4702970.000000 Penalty: 5436.724609
	Iteration 43Q: 3 clusters Score -4702970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -4702982.500000 Penalty: 5436.724609
	Iteration 44Q: 3 clusters Score -4702982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -4702985.000000 Penalty: 5436.724609
	Iteration 45Q: 3 clusters Score -4702985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -4702996.000000 Penalty: 5436.724609
	Iteration 46Q: 3 clusters Score -4702996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -4702996.000000 Penalty: 5436.724609
	Iteration 47Q: 3 clusters Score -4702996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -4703000.500000 Penalty: 5436.724609
	Iteration 48Q: 3 clusters Score -4703000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -4703012.000000 Penalty: 5436.724609
	Iteration 49Q: 3 clusters Score -4703012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -4703013.500000 Penalty: 5436.724609
	Iteration 50Q: 3 clusters Score -4703014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -4703023.000000 Penalty: 5436.724609
	Iteration 51Q: 3 clusters Score -4703023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -4703028.000000 Penalty: 5436.724609
	Iteration 52Q: 3 clusters Score -4703028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -4703030.000000 Penalty: 5436.724609
	Iteration 53Q: 3 clusters Score -4703030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -4703042.000000 Penalty: 5436.724609
	Iteration 54Q: 3 clusters Score -4703042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -4703047.500000 Penalty: 5436.724609
	Iteration 55Q: 3 clusters Score -4703048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -4703050.000000 Penalty: 5436.724609
	Iteration 56Q: 3 clusters Score -4703050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -4703053.000000 Penalty: 5436.724609
	Iteration 57Q: 3 clusters Score -4703053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -4703062.500000 Penalty: 5436.724609
	Iteration 58Q: 3 clusters Score -4703062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -4703067.500000 Penalty: 5436.724609
	Iteration 59Q: 3 clusters Score -4703068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -4703065.500000 Penalty: 5436.724609
	Iteration 60F: 3 clusters Score -4703066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -4703069.000000 Penalty: 5436.724609
	Iteration 61Q: 3 clusters Score -4703069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -4703072.500000 Penalty: 5436.724609
	Iteration 62Q: 3 clusters Score -4703072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -4703072.500000 Penalty: 5436.724609
	Iteration 63Q: 3 clusters Score -4703072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -4703074.500000 Penalty: 5436.724609
	Iteration 64Q: 3 clusters Score -4703074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -4703074.500000 Penalty: 5436.724609
	Iteration 65F: 3 clusters Score -4703074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -773158.375000 Penalty: 2275.714111
	Iteration 0F: 2 clusters Score -773158.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -765691.375000 Penalty: 4551.428223
	Iteration 0F: 3 clusters Score -765691.4 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -767824.250000 Penalty: 4551.428223
	Iteration 1F: 3 clusters Score -767824.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -768178.375000 Penalty: 4551.428223
	Iteration 2F: 3 clusters Score -768178.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -768474.812500 Penalty: 4551.428223
	Iteration 3F: 3 clusters Score -768474.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -768720.875000 Penalty: 4551.428223
	Iteration 4Q: 3 clusters Score -768720.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -768951.625000 Penalty: 4551.428223
	Iteration 5Q: 3 clusters Score -768951.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -769183.750000 Penalty: 4551.428223
	Iteration 6Q: 3 clusters Score -769183.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -769418.500000 Penalty: 4551.428223
	Iteration 7Q: 3 clusters Score -769418.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -769631.187500 Penalty: 4551.428223
	Iteration 8Q: 3 clusters Score -769631.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -769850.500000 Penalty: 4551.428223
	Iteration 9Q: 3 clusters Score -769850.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -770061.937500 Penalty: 4551.428223
	Iteration 10Q: 3 clusters Score -770061.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -770263.875000 Penalty: 4551.428223
	Iteration 11Q: 3 clusters Score -770263.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -770437.312500 Penalty: 4551.428223
	Iteration 12Q: 3 clusters Score -770437.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -770600.187500 Penalty: 4551.428223
	Iteration 13Q: 3 clusters Score -770600.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -770738.312500 Penalty: 4551.428223
	Iteration 14Q: 3 clusters Score -770738.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -770866.187500 Penalty: 4551.428223
	Iteration 15Q: 3 clusters Score -770866.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -770970.250000 Penalty: 4551.428223
	Iteration 16Q: 3 clusters Score -770970.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -771062.562500 Penalty: 4551.428223
	Iteration 17Q: 3 clusters Score -771062.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -771150.437500 Penalty: 4551.428223
	Iteration 18Q: 3 clusters Score -771150.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -771247.312500 Penalty: 4551.428223
	Iteration 19Q: 3 clusters Score -771247.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -771339.000000 Penalty: 4551.428223
	Iteration 20F: 3 clusters Score -771339 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -771413.687500 Penalty: 4551.428223
	Iteration 21Q: 3 clusters Score -771413.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -771472.187500 Penalty: 4551.428223
	Iteration 22Q: 3 clusters Score -771472.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -771511.375000 Penalty: 4551.428223
	Iteration 23Q: 3 clusters Score -771511.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -771539.750000 Penalty: 4551.428223
	Iteration 24Q: 3 clusters Score -771539.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -771562.625000 Penalty: 4551.428223
	Iteration 25Q: 3 clusters Score -771562.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -771581.250000 Penalty: 4551.428223
	Iteration 26Q: 3 clusters Score -771581.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -771595.125000 Penalty: 4551.428223
	Iteration 27Q: 3 clusters Score -771595.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -771603.750000 Penalty: 4551.428223
	Iteration 28Q: 3 clusters Score -771603.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -771611.312500 Penalty: 4551.428223
	Iteration 29Q: 3 clusters Score -771611.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -771617.875000 Penalty: 4551.428223
	Iteration 30Q: 3 clusters Score -771617.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -771627.437500 Penalty: 4551.428223
	Iteration 31Q: 3 clusters Score -771627.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -771635.000000 Penalty: 4551.428223
	Iteration 32Q: 3 clusters Score -771635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -771640.812500 Penalty: 4551.428223
	Iteration 33Q: 3 clusters Score -771640.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -771645.375000 Penalty: 4551.428223
	Iteration 34Q: 3 clusters Score -771645.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -771652.437500 Penalty: 4551.428223
	Iteration 35Q: 3 clusters Score -771652.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -771661.812500 Penalty: 4551.428223
	Iteration 36Q: 3 clusters Score -771661.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -771665.562500 Penalty: 4551.428223
	Iteration 37Q: 3 clusters Score -771665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -771667.312500 Penalty: 4551.428223
	Iteration 38Q: 3 clusters Score -771667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -771664.812500 Penalty: 4551.428223
	Iteration 39Q: 3 clusters Score -771664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -771667.000000 Penalty: 4551.428223
	Iteration 40F: 3 clusters Score -771667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -771669.687500 Penalty: 4551.428223
	Iteration 41Q: 3 clusters Score -771669.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -771672.000000 Penalty: 4551.428223
	Iteration 42Q: 3 clusters Score -771672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -771674.250000 Penalty: 4551.428223
	Iteration 43Q: 3 clusters Score -771674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -771675.187500 Penalty: 4551.428223
	Iteration 44Q: 3 clusters Score -771675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -771674.125000 Penalty: 4551.428223
	Iteration 45Q: 3 clusters Score -771674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -771674.125000 Penalty: 4551.428223
	Iteration 46F: 3 clusters Score -771674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -124272.406250 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -124272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121840.468750 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -121840.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -122227.992188 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -122228 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122352.257812 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -122352.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122412.726562 Penalty: 3672.220459
	Iteration 3Q: 3 clusters Score -122412.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122451.890625 Penalty: 3672.220459
	Iteration 4Q: 3 clusters Score -122451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122474.992188 Penalty: 3672.220459
	Iteration 5Q: 3 clusters Score -122475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122497.554688 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -122497.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122519.085938 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -122519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -122538.265625 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -122538.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122554.773438 Penalty: 3672.220459
	Iteration 9Q: 3 clusters Score -122554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122563.039062 Penalty: 3672.220459
	Iteration 10Q: 3 clusters Score -122563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122571.546875 Penalty: 3672.220459
	Iteration 11Q: 3 clusters Score -122571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -122585.406250 Penalty: 3672.220459
	Iteration 12Q: 3 clusters Score -122585.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122594.820312 Penalty: 3672.220459
	Iteration 13Q: 3 clusters Score -122594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122599.507812 Penalty: 3672.220459
	Iteration 14Q: 3 clusters Score -122599.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -122601.882812 Penalty: 3672.220459
	Iteration 15Q: 3 clusters Score -122601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122603.859375 Penalty: 3672.220459
	Iteration 16Q: 3 clusters Score -122603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122606.578125 Penalty: 3672.220459
	Iteration 17Q: 3 clusters Score -122606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122607.906250 Penalty: 3672.220459
	Iteration 18Q: 3 clusters Score -122607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -122609.351562 Penalty: 3672.220459
	Iteration 19Q: 3 clusters Score -122609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122611.546875 Penalty: 3672.220459
	Iteration 20F: 3 clusters Score -122611.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122612.984375 Penalty: 3672.220459
	Iteration 21Q: 3 clusters Score -122613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122614.640625 Penalty: 3672.220459
	Iteration 22Q: 3 clusters Score -122614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122615.851562 Penalty: 3672.220459
	Iteration 23Q: 3 clusters Score -122615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122616.804688 Penalty: 3672.220459
	Iteration 24Q: 3 clusters Score -122616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122619.015625 Penalty: 3672.220459
	Iteration 25Q: 3 clusters Score -122619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122619.515625 Penalty: 3672.220459
	Iteration 26Q: 3 clusters Score -122619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122620.851562 Penalty: 3672.220459
	Iteration 27Q: 3 clusters Score -122620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -122620.851562 Penalty: 3672.220459
	Iteration 28F: 3 clusters Score -122620.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Entering Unmasked Estep 
Score: -1676113.500000 Penalty: 2450.319824
	Iteration 0F: 2 clusters Score -1676114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1662301.875000 Penalty: 4900.639648
	Iteration 0F: 3 clusters Score -1662302 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1666719.000000 Penalty: 4900.639648
	Iteration 1F: 3 clusters Score -1666719 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1667094.500000 Penalty: 4900.639648
	Iteration 2F: 3 clusters Score -1667094 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1667395.250000 Penalty: 4900.639648
	Iteration 3Q: 3 clusters Score -1667395 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1667622.875000 Penalty: 4900.639648
	Iteration 4Q: 3 clusters Score -1667623 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1667782.875000 Penalty: 4900.639648
	Iteration 5Q: 3 clusters Score -1667783 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1667940.375000 Penalty: 4900.639648
	Iteration 6Q: 3 clusters Score -1667940 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1668107.875000 Penalty: 4900.639648
	Iteration 7Q: 3 clusters Score -1668108 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1668324.375000 Penalty: 4900.639648
	Iteration 8Q: 3 clusters Score -1668324 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1668605.000000 Penalty: 4900.639648
	Iteration 9Q: 3 clusters Score -1668605 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1668934.250000 Penalty: 4900.639648
	Iteration 10Q: 3 clusters Score -1668934 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1669403.625000 Penalty: 4900.639648
	Iteration 11Q: 3 clusters Score -1669404 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1670016.500000 Penalty: 4900.639648
	Iteration 12F: 3 clusters Score -1670016 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1670668.875000 Penalty: 4900.639648
	Iteration 13F: 3 clusters Score -1670669 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1671253.125000 Penalty: 4900.639648
	Iteration 14F: 3 clusters Score -1671253 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1671719.625000 Penalty: 4900.639648
	Iteration 15Q: 3 clusters Score -1671720 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1672063.875000 Penalty: 4900.639648
	Iteration 16Q: 3 clusters Score -1672064 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1672288.375000 Penalty: 4900.639648
	Iteration 17Q: 3 clusters Score -1672288 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1672464.125000 Penalty: 4900.639648
	Iteration 18Q: 3 clusters Score -1672464 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1672592.625000 Penalty: 4900.639648
	Iteration 19Q: 3 clusters Score -1672593 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1672686.250000 Penalty: 4900.639648
	Iteration 20F: 3 clusters Score -1672686 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1672771.750000 Penalty: 4900.639648
	Iteration 21Q: 3 clusters Score -1672772 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1672874.125000 Penalty: 4900.639648
	Iteration 22Q: 3 clusters Score -1672874 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1672969.250000 Penalty: 4900.639648
	Iteration 23Q: 3 clusters Score -1672969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1673044.625000 Penalty: 4900.639648
	Iteration 24Q: 3 clusters Score -1673045 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1673112.000000 Penalty: 4900.639648
	Iteration 25Q: 3 clusters Score -1673112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1673197.250000 Penalty: 4900.639648
	Iteration 26Q: 3 clusters Score -1673197 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1673274.000000 Penalty: 4900.639648
	Iteration 27Q: 3 clusters Score -1673274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1673359.500000 Penalty: 4900.639648
	Iteration 28Q: 3 clusters Score -1673360 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1673443.625000 Penalty: 4900.639648
	Iteration 29Q: 3 clusters Score -1673444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1673538.625000 Penalty: 4900.639648
	Iteration 30Q: 3 clusters Score -1673539 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1673612.625000 Penalty: 4900.639648
	Iteration 31Q: 3 clusters Score -1673613 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1673673.750000 Penalty: 4900.639648
	Iteration 32Q: 3 clusters Score -1673674 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1673717.375000 Penalty: 4900.639648
	Iteration 33Q: 3 clusters Score -1673717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1673766.250000 Penalty: 4900.639648
	Iteration 34Q: 3 clusters Score -1673766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1673821.125000 Penalty: 4900.639648
	Iteration 35Q: 3 clusters Score -1673821 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1673849.875000 Penalty: 4900.639648
	Iteration 36Q: 3 clusters Score -1673850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1673873.750000 Penalty: 4900.639648
	Iteration 37Q: 3 clusters Score -1673874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1673889.375000 Penalty: 4900.639648
	Iteration 38Q: 3 clusters Score -1673889 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1673896.500000 Penalty: 4900.639648
	Iteration 39Q: 3 clusters Score -1673896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1673904.875000 Penalty: 4900.639648
	Iteration 40F: 3 clusters Score -1673905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1673911.000000 Penalty: 4900.639648
	Iteration 41Q: 3 clusters Score -1673911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1673917.500000 Penalty: 4900.639648
	Iteration 42Q: 3 clusters Score -1673918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1673915.625000 Penalty: 4900.639648
	Iteration 43Q: 3 clusters Score -1673916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1673917.750000 Penalty: 4900.639648
	Iteration 44Q: 3 clusters Score -1673918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1673918.500000 Penalty: 4900.639648
	Iteration 45Q: 3 clusters Score -1673918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1673921.500000 Penalty: 4900.639648
	Iteration 46Q: 3 clusters Score -1673922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1673920.875000 Penalty: 4900.639648
	Iteration 47Q: 3 clusters Score -1673921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1673919.250000 Penalty: 4900.639648
	Iteration 48Q: 3 clusters Score -1673919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1673919.750000 Penalty: 4900.639648
	Iteration 49Q: 3 clusters Score -1673920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1673919.750000 Penalty: 4900.639648
	Iteration 50F: 3 clusters Score -1673920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Entering Unmasked Estep 
Score: -1345093.500000 Penalty: 2408.687012
	Iteration 0F: 2 clusters Score -1345094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1333272.000000 Penalty: 4817.374023
	Iteration 0F: 3 clusters Score -1333272 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1337041.500000 Penalty: 4817.374023
	Iteration 1F: 3 clusters Score -1337042 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1337350.250000 Penalty: 4817.374023
	Iteration 2F: 3 clusters Score -1337350 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1337600.375000 Penalty: 4817.374023
	Iteration 3Q: 3 clusters Score -1337600 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1337812.000000 Penalty: 4817.374023
	Iteration 4Q: 3 clusters Score -1337812 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1338044.250000 Penalty: 4817.374023
	Iteration 5Q: 3 clusters Score -1338044 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1338332.000000 Penalty: 4817.374023
	Iteration 6Q: 3 clusters Score -1338332 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1338726.750000 Penalty: 4817.374023
	Iteration 7Q: 3 clusters Score -1338727 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1339303.375000 Penalty: 4817.374023
	Iteration 8F: 3 clusters Score -1339303 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1340111.250000 Penalty: 4817.374023
	Iteration 9F: 3 clusters Score -1340111 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1340980.750000 Penalty: 4817.374023
	Iteration 10F: 3 clusters Score -1340981 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1341683.500000 Penalty: 4817.374023
	Iteration 11Q: 3 clusters Score -1341684 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1342182.250000 Penalty: 4817.374023
	Iteration 12Q: 3 clusters Score -1342182 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1342458.125000 Penalty: 4817.374023
	Iteration 13Q: 3 clusters Score -1342458 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1342629.500000 Penalty: 4817.374023
	Iteration 14Q: 3 clusters Score -1342630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1342712.125000 Penalty: 4817.374023
	Iteration 15Q: 3 clusters Score -1342712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1342781.875000 Penalty: 4817.374023
	Iteration 16Q: 3 clusters Score -1342782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1342820.625000 Penalty: 4817.374023
	Iteration 17Q: 3 clusters Score -1342821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1342855.500000 Penalty: 4817.374023
	Iteration 18Q: 3 clusters Score -1342856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1342879.875000 Penalty: 4817.374023
	Iteration 19Q: 3 clusters Score -1342880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1342895.625000 Penalty: 4817.374023
	Iteration 20F: 3 clusters Score -1342896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1342911.500000 Penalty: 4817.374023
	Iteration 21Q: 3 clusters Score -1342912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1342921.125000 Penalty: 4817.374023
	Iteration 22Q: 3 clusters Score -1342921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1342935.875000 Penalty: 4817.374023
	Iteration 23Q: 3 clusters Score -1342936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1342940.500000 Penalty: 4817.374023
	Iteration 24Q: 3 clusters Score -1342940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1342944.250000 Penalty: 4817.374023
	Iteration 25Q: 3 clusters Score -1342944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1342949.375000 Penalty: 4817.374023
	Iteration 26Q: 3 clusters Score -1342949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1342953.250000 Penalty: 4817.374023
	Iteration 27Q: 3 clusters Score -1342953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1342952.875000 Penalty: 4817.374023
	Iteration 28Q: 3 clusters Score -1342953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1342956.250000 Penalty: 4817.374023
	Iteration 29Q: 3 clusters Score -1342956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1342957.625000 Penalty: 4817.374023
	Iteration 30Q: 3 clusters Score -1342958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1342957.750000 Penalty: 4817.374023
	Iteration 31Q: 3 clusters Score -1342958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1342958.750000 Penalty: 4817.374023
	Iteration 32Q: 3 clusters Score -1342959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1342964.250000 Penalty: 4817.374023
	Iteration 33Q: 3 clusters Score -1342964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1342966.750000 Penalty: 4817.374023
	Iteration 34Q: 3 clusters Score -1342967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1342971.125000 Penalty: 4817.374023
	Iteration 35Q: 3 clusters Score -1342971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1342970.250000 Penalty: 4817.374023
	Iteration 36Q: 3 clusters Score -1342970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1342972.375000 Penalty: 4817.374023
	Iteration 37Q: 3 clusters Score -1342972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1342972.250000 Penalty: 4817.374023
	Iteration 38Q: 3 clusters Score -1342972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1342972.250000 Penalty: 4817.374023
	Iteration 39F: 3 clusters Score -1342972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -135947.437500 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -135947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133505.250000 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -133505.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133872.078125 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -133872.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133979.515625 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -133979.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134047.015625 Penalty: 3689.438232
	Iteration 3Q: 3 clusters Score -134047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -134098.093750 Penalty: 3689.438232
	Iteration 4Q: 3 clusters Score -134098.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134131.234375 Penalty: 3689.438232
	Iteration 5Q: 3 clusters Score -134131.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -134152.015625 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -134152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134171.062500 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -134171.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134183.062500 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -134183.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134192.812500 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -134192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134197.531250 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -134197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134200.968750 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -134201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134201.312500 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -134201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134201.312500 Penalty: 3689.438232
	Iteration 13F: 3 clusters Score -134201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -220224.406250 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -220224.4 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 1376 members 
Entering Unmasked Estep 
Score: -217125.218750 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -217125.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -217836.031250 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -217836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -218072.046875 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -218072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -218238.640625 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -218238.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -218402.640625 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -218402.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -218522.718750 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -218522.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -218621.968750 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -218622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -218692.437500 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -218692.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -218760.609375 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -218760.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -218822.609375 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -218822.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -218885.781250 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -218885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -218931.468750 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -218931.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -218965.000000 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -218965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -218985.312500 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -218985.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -218997.640625 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -218997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -219008.187500 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -219008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -219012.078125 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -219012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -219014.734375 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -219014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -219016.343750 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -219016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -219016.343750 Penalty: 3928.000732
	Iteration 19F: 3 clusters Score -219016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -216932.828125 Penalty: 1964.630737
	Iteration 0F: 2 clusters Score -216932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213828.203125 Penalty: 3929.261475
	Iteration 0F: 3 clusters Score -213828.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -214478.640625 Penalty: 3929.261475
	Iteration 1F: 3 clusters Score -214478.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -214749.703125 Penalty: 3929.261475
	Iteration 2F: 3 clusters Score -214749.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -214962.812500 Penalty: 3929.261475
	Iteration 3F: 3 clusters Score -214962.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215139.468750 Penalty: 3929.261475
	Iteration 4F: 3 clusters Score -215139.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -215356.875000 Penalty: 3929.261475
	Iteration 5Q: 3 clusters Score -215356.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -215712.437500 Penalty: 3929.261475
	Iteration 6F: 3 clusters Score -215712.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -216062.968750 Penalty: 3929.261475
	Iteration 7F: 3 clusters Score -216063 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -216215.656250 Penalty: 3929.261475
	Iteration 8Q: 3 clusters Score -216215.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -216293.750000 Penalty: 3929.261475
	Iteration 9Q: 3 clusters Score -216293.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -216347.750000 Penalty: 3929.261475
	Iteration 10Q: 3 clusters Score -216347.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -216382.640625 Penalty: 3929.261475
	Iteration 11Q: 3 clusters Score -216382.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -216400.687500 Penalty: 3929.261475
	Iteration 12Q: 3 clusters Score -216400.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -216418.562500 Penalty: 3929.261475
	Iteration 13Q: 3 clusters Score -216418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -216428.187500 Penalty: 3929.261475
	Iteration 14Q: 3 clusters Score -216428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -216432.781250 Penalty: 3929.261475
	Iteration 15Q: 3 clusters Score -216432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -216434.234375 Penalty: 3929.261475
	Iteration 16Q: 3 clusters Score -216434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -216434.984375 Penalty: 3929.261475
	Iteration 17Q: 3 clusters Score -216435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -216436.656250 Penalty: 3929.261475
	Iteration 18Q: 3 clusters Score -216436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216437.437500 Penalty: 3929.261475
	Iteration 19Q: 3 clusters Score -216437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216437.437500 Penalty: 3929.261475
	Iteration 20F: 3 clusters Score -216437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Entering Unmasked Estep 
Score: -780620.375000 Penalty: 2307.508057
	Iteration 0F: 2 clusters Score -780620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -772347.625000 Penalty: 4615.016113
	Iteration 0F: 3 clusters Score -772347.6 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -775103.437500 Penalty: 4615.016113
	Iteration 1F: 3 clusters Score -775103.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -775590.687500 Penalty: 4615.016113
	Iteration 2F: 3 clusters Score -775590.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -776054.625000 Penalty: 4615.016113
	Iteration 3F: 3 clusters Score -776054.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -776505.437500 Penalty: 4615.016113
	Iteration 4F: 3 clusters Score -776505.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -776967.000000 Penalty: 4615.016113
	Iteration 5F: 3 clusters Score -776967 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -777422.687500 Penalty: 4615.016113
	Iteration 6F: 3 clusters Score -777422.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -777850.312500 Penalty: 4615.016113
	Iteration 7Q: 3 clusters Score -777850.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -778253.812500 Penalty: 4615.016113
	Iteration 8Q: 3 clusters Score -778253.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -778596.687500 Penalty: 4615.016113
	Iteration 9Q: 3 clusters Score -778596.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -778852.187500 Penalty: 4615.016113
	Iteration 10Q: 3 clusters Score -778852.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -779061.187500 Penalty: 4615.016113
	Iteration 11Q: 3 clusters Score -779061.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -779236.187500 Penalty: 4615.016113
	Iteration 12Q: 3 clusters Score -779236.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -779397.875000 Penalty: 4615.016113
	Iteration 13Q: 3 clusters Score -779397.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -779525.062500 Penalty: 4615.016113
	Iteration 14Q: 3 clusters Score -779525.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -779603.187500 Penalty: 4615.016113
	Iteration 15Q: 3 clusters Score -779603.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -779647.187500 Penalty: 4615.016113
	Iteration 16Q: 3 clusters Score -779647.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -779678.312500 Penalty: 4615.016113
	Iteration 17Q: 3 clusters Score -779678.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -779697.750000 Penalty: 4615.016113
	Iteration 18Q: 3 clusters Score -779697.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -779715.562500 Penalty: 4615.016113
	Iteration 19Q: 3 clusters Score -779715.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -779732.562500 Penalty: 4615.016113
	Iteration 20F: 3 clusters Score -779732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -779746.437500 Penalty: 4615.016113
	Iteration 21Q: 3 clusters Score -779746.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -779759.937500 Penalty: 4615.016113
	Iteration 22Q: 3 clusters Score -779759.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -779767.187500 Penalty: 4615.016113
	Iteration 23Q: 3 clusters Score -779767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -779770.937500 Penalty: 4615.016113
	Iteration 24Q: 3 clusters Score -779770.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -779774.125000 Penalty: 4615.016113
	Iteration 25Q: 3 clusters Score -779774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -779776.312500 Penalty: 4615.016113
	Iteration 26Q: 3 clusters Score -779776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -779776.062500 Penalty: 4615.016113
	Iteration 27Q: 3 clusters Score -779776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -779776.062500 Penalty: 4615.016113
	Iteration 28F: 3 clusters Score -779776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -579836.500000 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -579836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -574068.750000 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -574068.8 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -575623.562500 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -575623.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -575984.125000 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -575984.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -576307.562500 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -576307.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -576605.625000 Penalty: 4390.140625
	Iteration 4F: 3 clusters Score -576605.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -576900.312500 Penalty: 4390.140625
	Iteration 5F: 3 clusters Score -576900.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -577156.812500 Penalty: 4390.140625
	Iteration 6F: 3 clusters Score -577156.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -577355.625000 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -577355.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -577505.375000 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -577505.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -577629.875000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -577629.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -577730.437500 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -577730.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -577803.812500 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -577803.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -577847.625000 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -577847.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -577877.812500 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -577877.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -577900.250000 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -577900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -577909.250000 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -577909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -577915.937500 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -577915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -577920.062500 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -577920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -577923.187500 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -577923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -577925.250000 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -577925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -577926.000000 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -577926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -577926.062500 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -577926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -577927.875000 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -577927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -577929.875000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -577929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -577932.000000 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -577932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -577938.250000 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -577938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -577943.125000 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -577943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -577952.437500 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -577952.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -577959.125000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -577959.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -577969.875000 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -577969.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -577979.125000 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -577979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -577986.500000 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -577986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -577991.125000 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -577991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -577996.312500 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -577996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -577996.125000 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -577996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -577999.125000 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -577999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -577999.687500 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -577999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -578001.000000 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -578001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -578001.000000 Penalty: 4390.140625
	Iteration 38F: 3 clusters Score -578001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -367083.500000 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -367083.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -362950.437500 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -362950.4 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -363875.312500 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -363875.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -364087.187500 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -364087.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -364250.750000 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -364250.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -364386.843750 Penalty: 4167.172852
	Iteration 4Q: 3 clusters Score -364386.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364491.750000 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -364491.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -364589.000000 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -364589 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -364700.406250 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -364700.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -364818.468750 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -364818.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -364923.187500 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -364923.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -365029.531250 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -365029.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -365123.031250 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -365123 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -365216.000000 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -365216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -365295.843750 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -365295.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -365352.718750 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -365352.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -365400.031250 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -365400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -365434.968750 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -365435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -365454.687500 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -365454.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -365467.875000 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -365467.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -365478.093750 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -365478.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -365492.468750 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -365492.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -365498.031250 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -365498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -365502.531250 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -365502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -365506.125000 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -365506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -365509.812500 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -365509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -365512.687500 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -365512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -365512.875000 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -365512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -365512.875000 Penalty: 4167.172852
	Iteration 27F: 3 clusters Score -365512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -49232.160156 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -49232.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47462.109375 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -47462.11 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47732.503906 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -47732.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47838.925781 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -47838.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47883.519531 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -47883.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -47919.777344 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -47919.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47956.992188 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -47956.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -47985.566406 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -47985.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48001.562500 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -48001.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48021.343750 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -48021.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -48041.734375 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -48041.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48061.562500 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -48061.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48087.675781 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -48087.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48101.660156 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -48101.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48113.531250 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -48113.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48118.289062 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -48118.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48124.769531 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -48124.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -48131.605469 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -48131.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -48141.582031 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -48141.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48148.113281 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -48148.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48157.468750 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -48157.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48161.527344 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -48161.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48165.648438 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -48165.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48166.714844 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -48166.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48166.714844 Penalty: 3343.297607
	Iteration 23F: 3 clusters Score -48166.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -706987.437500 Penalty: 2246.471924
	Iteration 0F: 2 clusters Score -706987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -700215.250000 Penalty: 4492.943848
	Iteration 0F: 3 clusters Score -700215.2 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -702034.625000 Penalty: 4492.943848
	Iteration 1F: 3 clusters Score -702034.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -702258.250000 Penalty: 4492.943848
	Iteration 2F: 3 clusters Score -702258.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -702408.187500 Penalty: 4492.943848
	Iteration 3Q: 3 clusters Score -702408.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -702524.375000 Penalty: 4492.943848
	Iteration 4Q: 3 clusters Score -702524.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -702617.062500 Penalty: 4492.943848
	Iteration 5Q: 3 clusters Score -702617.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -702693.312500 Penalty: 4492.943848
	Iteration 6Q: 3 clusters Score -702693.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -702770.125000 Penalty: 4492.943848
	Iteration 7Q: 3 clusters Score -702770.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -702867.312500 Penalty: 4492.943848
	Iteration 8Q: 3 clusters Score -702867.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -702966.000000 Penalty: 4492.943848
	Iteration 9Q: 3 clusters Score -702966 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -703089.000000 Penalty: 4492.943848
	Iteration 10Q: 3 clusters Score -703089 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -703226.875000 Penalty: 4492.943848
	Iteration 11Q: 3 clusters Score -703226.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -703394.375000 Penalty: 4492.943848
	Iteration 12Q: 3 clusters Score -703394.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -703603.062500 Penalty: 4492.943848
	Iteration 13Q: 3 clusters Score -703603.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -703810.875000 Penalty: 4492.943848
	Iteration 14Q: 3 clusters Score -703810.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -704044.812500 Penalty: 4492.943848
	Iteration 15Q: 3 clusters Score -704044.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -704282.687500 Penalty: 4492.943848
	Iteration 16Q: 3 clusters Score -704282.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -704497.750000 Penalty: 4492.943848
	Iteration 17Q: 3 clusters Score -704497.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -704658.187500 Penalty: 4492.943848
	Iteration 18Q: 3 clusters Score -704658.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -704748.187500 Penalty: 4492.943848
	Iteration 19Q: 3 clusters Score -704748.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -704807.187500 Penalty: 4492.943848
	Iteration 20F: 3 clusters Score -704807.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -704845.312500 Penalty: 4492.943848
	Iteration 21Q: 3 clusters Score -704845.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -704880.625000 Penalty: 4492.943848
	Iteration 22Q: 3 clusters Score -704880.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -704917.062500 Penalty: 4492.943848
	Iteration 23Q: 3 clusters Score -704917.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -704944.312500 Penalty: 4492.943848
	Iteration 24Q: 3 clusters Score -704944.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -704967.000000 Penalty: 4492.943848
	Iteration 25Q: 3 clusters Score -704967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -704979.937500 Penalty: 4492.943848
	Iteration 26Q: 3 clusters Score -704979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -704985.312500 Penalty: 4492.943848
	Iteration 27Q: 3 clusters Score -704985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -704988.500000 Penalty: 4492.943848
	Iteration 28Q: 3 clusters Score -704988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -704993.687500 Penalty: 4492.943848
	Iteration 29Q: 3 clusters Score -704993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -704998.812500 Penalty: 4492.943848
	Iteration 30Q: 3 clusters Score -704998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -704999.937500 Penalty: 4492.943848
	Iteration 31Q: 3 clusters Score -704999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -704999.937500 Penalty: 4492.943848
	Iteration 32F: 3 clusters Score -704999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Entering Unmasked Estep 
Score: -1908327.250000 Penalty: 2478.821045
	Iteration 0F: 2 clusters Score -1908327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1893074.625000 Penalty: 4957.642090
	Iteration 0F: 3 clusters Score -1893075 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1898465.375000 Penalty: 4957.642090
	Iteration 1F: 3 clusters Score -1898465 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1899071.750000 Penalty: 4957.642090
	Iteration 2F: 3 clusters Score -1899072 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1899678.625000 Penalty: 4957.642090
	Iteration 3F: 3 clusters Score -1899679 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1900353.625000 Penalty: 4957.642090
	Iteration 4F: 3 clusters Score -1900354 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1901246.000000 Penalty: 4957.642090
	Iteration 5F: 3 clusters Score -1901246 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1902327.625000 Penalty: 4957.642090
	Iteration 6F: 3 clusters Score -1902328 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1903510.875000 Penalty: 4957.642090
	Iteration 7F: 3 clusters Score -1903511 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1904790.625000 Penalty: 4957.642090
	Iteration 8F: 3 clusters Score -1904791 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1905977.500000 Penalty: 4957.642090
	Iteration 9Q: 3 clusters Score -1905978 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1906794.625000 Penalty: 4957.642090
	Iteration 10Q: 3 clusters Score -1906795 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1907348.500000 Penalty: 4957.642090
	Iteration 11Q: 3 clusters Score -1907348 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1907710.750000 Penalty: 4957.642090
	Iteration 12Q: 3 clusters Score -1907711 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1907872.875000 Penalty: 4957.642090
	Iteration 13Q: 3 clusters Score -1907873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1907939.125000 Penalty: 4957.642090
	Iteration 14Q: 3 clusters Score -1907939 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1907983.750000 Penalty: 4957.642090
	Iteration 15Q: 3 clusters Score -1907984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1908021.000000 Penalty: 4957.642090
	Iteration 16Q: 3 clusters Score -1908021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1908030.250000 Penalty: 4957.642090
	Iteration 17Q: 3 clusters Score -1908030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1908037.625000 Penalty: 4957.642090
	Iteration 18Q: 3 clusters Score -1908038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1908041.625000 Penalty: 4957.642090
	Iteration 19Q: 3 clusters Score -1908042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1908038.500000 Penalty: 4957.642090
	Iteration 20F: 3 clusters Score -1908038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1908037.625000 Penalty: 4957.642090
	Iteration 21Q: 3 clusters Score -1908038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1908040.250000 Penalty: 4957.642090
	Iteration 22Q: 3 clusters Score -1908040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1908041.875000 Penalty: 4957.642090
	Iteration 23Q: 3 clusters Score -1908042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1908044.000000 Penalty: 4957.642090
	Iteration 24Q: 3 clusters Score -1908044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1908045.875000 Penalty: 4957.642090
	Iteration 25Q: 3 clusters Score -1908046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1908048.000000 Penalty: 4957.642090
	Iteration 26Q: 3 clusters Score -1908048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1908045.625000 Penalty: 4957.642090
	Iteration 27Q: 3 clusters Score -1908046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1908047.750000 Penalty: 4957.642090
	Iteration 28Q: 3 clusters Score -1908048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1908047.750000 Penalty: 4957.642090
	Iteration 29F: 3 clusters Score -1908048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Entering Unmasked Estep 
Score: -1425021.625000 Penalty: 2417.982178
	Iteration 0F: 2 clusters Score -1425022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1412790.375000 Penalty: 4835.964355
	Iteration 0F: 3 clusters Score -1412790 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1417024.750000 Penalty: 4835.964355
	Iteration 1F: 3 clusters Score -1417025 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1417642.250000 Penalty: 4835.964355
	Iteration 2F: 3 clusters Score -1417642 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1418334.250000 Penalty: 4835.964355
	Iteration 3F: 3 clusters Score -1418334 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1419094.500000 Penalty: 4835.964355
	Iteration 4F: 3 clusters Score -1419094 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1419830.250000 Penalty: 4835.964355
	Iteration 5F: 3 clusters Score -1419830 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1420493.250000 Penalty: 4835.964355
	Iteration 6F: 3 clusters Score -1420493 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1421098.250000 Penalty: 4835.964355
	Iteration 7F: 3 clusters Score -1421098 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1421542.250000 Penalty: 4835.964355
	Iteration 8Q: 3 clusters Score -1421542 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1421824.750000 Penalty: 4835.964355
	Iteration 9Q: 3 clusters Score -1421825 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1421999.875000 Penalty: 4835.964355
	Iteration 10Q: 3 clusters Score -1422000 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1422108.250000 Penalty: 4835.964355
	Iteration 11Q: 3 clusters Score -1422108 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1422168.500000 Penalty: 4835.964355
	Iteration 12Q: 3 clusters Score -1422168 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1422208.125000 Penalty: 4835.964355
	Iteration 13Q: 3 clusters Score -1422208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1422241.750000 Penalty: 4835.964355
	Iteration 14Q: 3 clusters Score -1422242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1422257.750000 Penalty: 4835.964355
	Iteration 15Q: 3 clusters Score -1422258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1422272.250000 Penalty: 4835.964355
	Iteration 16Q: 3 clusters Score -1422272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1422274.375000 Penalty: 4835.964355
	Iteration 17Q: 3 clusters Score -1422274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1422276.750000 Penalty: 4835.964355
	Iteration 18Q: 3 clusters Score -1422277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1422285.000000 Penalty: 4835.964355
	Iteration 19Q: 3 clusters Score -1422285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1422287.375000 Penalty: 4835.964355
	Iteration 20F: 3 clusters Score -1422287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1422290.750000 Penalty: 4835.964355
	Iteration 21Q: 3 clusters Score -1422291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1422295.000000 Penalty: 4835.964355
	Iteration 22Q: 3 clusters Score -1422295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1422299.875000 Penalty: 4835.964355
	Iteration 23Q: 3 clusters Score -1422300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1422304.250000 Penalty: 4835.964355
	Iteration 24Q: 3 clusters Score -1422304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1422313.125000 Penalty: 4835.964355
	Iteration 25Q: 3 clusters Score -1422313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1422318.375000 Penalty: 4835.964355
	Iteration 26Q: 3 clusters Score -1422318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1422323.625000 Penalty: 4835.964355
	Iteration 27Q: 3 clusters Score -1422324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1422325.250000 Penalty: 4835.964355
	Iteration 28Q: 3 clusters Score -1422325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1422328.375000 Penalty: 4835.964355
	Iteration 29Q: 3 clusters Score -1422328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1422326.750000 Penalty: 4835.964355
	Iteration 30Q: 3 clusters Score -1422327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1422335.000000 Penalty: 4835.964355
	Iteration 31Q: 3 clusters Score -1422335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1422337.375000 Penalty: 4835.964355
	Iteration 32Q: 3 clusters Score -1422337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1422338.875000 Penalty: 4835.964355
	Iteration 33Q: 3 clusters Score -1422339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1422344.000000 Penalty: 4835.964355
	Iteration 34Q: 3 clusters Score -1422344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1422347.875000 Penalty: 4835.964355
	Iteration 35Q: 3 clusters Score -1422348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1422356.375000 Penalty: 4835.964355
	Iteration 36Q: 3 clusters Score -1422356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1422359.750000 Penalty: 4835.964355
	Iteration 37Q: 3 clusters Score -1422360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1422358.500000 Penalty: 4835.964355
	Iteration 38Q: 3 clusters Score -1422358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1422360.750000 Penalty: 4835.964355
	Iteration 39Q: 3 clusters Score -1422361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1422363.375000 Penalty: 4835.964355
	Iteration 40F: 3 clusters Score -1422363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1422371.750000 Penalty: 4835.964355
	Iteration 41Q: 3 clusters Score -1422372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1422374.250000 Penalty: 4835.964355
	Iteration 42Q: 3 clusters Score -1422374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1422381.000000 Penalty: 4835.964355
	Iteration 43Q: 3 clusters Score -1422381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1422381.625000 Penalty: 4835.964355
	Iteration 44Q: 3 clusters Score -1422382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1422380.000000 Penalty: 4835.964355
	Iteration 45Q: 3 clusters Score -1422380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1422379.875000 Penalty: 4835.964355
	Iteration 46Q: 3 clusters Score -1422380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1422382.625000 Penalty: 4835.964355
	Iteration 47Q: 3 clusters Score -1422383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1422385.500000 Penalty: 4835.964355
	Iteration 48Q: 3 clusters Score -1422386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1422388.125000 Penalty: 4835.964355
	Iteration 49Q: 3 clusters Score -1422388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1422393.125000 Penalty: 4835.964355
	Iteration 50Q: 3 clusters Score -1422393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1422395.875000 Penalty: 4835.964355
	Iteration 51Q: 3 clusters Score -1422396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1422397.625000 Penalty: 4835.964355
	Iteration 52Q: 3 clusters Score -1422398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1422402.375000 Penalty: 4835.964355
	Iteration 53Q: 3 clusters Score -1422402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1422404.000000 Penalty: 4835.964355
	Iteration 54Q: 3 clusters Score -1422404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1422401.625000 Penalty: 4835.964355
	Iteration 55Q: 3 clusters Score -1422402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1422407.250000 Penalty: 4835.964355
	Iteration 56Q: 3 clusters Score -1422407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1422412.500000 Penalty: 4835.964355
	Iteration 57Q: 3 clusters Score -1422412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1422415.625000 Penalty: 4835.964355
	Iteration 58Q: 3 clusters Score -1422416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1422414.125000 Penalty: 4835.964355
	Iteration 59Q: 3 clusters Score -1422414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1422416.375000 Penalty: 4835.964355
	Iteration 60F: 3 clusters Score -1422416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1422417.500000 Penalty: 4835.964355
	Iteration 61Q: 3 clusters Score -1422418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1422428.000000 Penalty: 4835.964355
	Iteration 62Q: 3 clusters Score -1422428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1422431.250000 Penalty: 4835.964355
	Iteration 63Q: 3 clusters Score -1422431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1422430.625000 Penalty: 4835.964355
	Iteration 64Q: 3 clusters Score -1422431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1422430.500000 Penalty: 4835.964355
	Iteration 65Q: 3 clusters Score -1422430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1422429.625000 Penalty: 4835.964355
	Iteration 66Q: 3 clusters Score -1422430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1422431.250000 Penalty: 4835.964355
	Iteration 67Q: 3 clusters Score -1422431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1422429.625000 Penalty: 4835.964355
	Iteration 68Q: 3 clusters Score -1422430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1422432.250000 Penalty: 4835.964355
	Iteration 69Q: 3 clusters Score -1422432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1422428.125000 Penalty: 4835.964355
	Iteration 70Q: 3 clusters Score -1422428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1422432.375000 Penalty: 4835.964355
	Iteration 71Q: 3 clusters Score -1422432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1422434.875000 Penalty: 4835.964355
	Iteration 72Q: 3 clusters Score -1422435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1422438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1422439.750000 Penalty: 4835.964355
	Iteration 74Q: 3 clusters Score -1422440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1422440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1422440.750000 Penalty: 4835.964355
	Iteration 76Q: 3 clusters Score -1422441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1422444.500000 Penalty: 4835.964355
	Iteration 77Q: 3 clusters Score -1422444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1422444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1422445.375000 Penalty: 4835.964355
	Iteration 79Q: 3 clusters Score -1422445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1422445.750000 Penalty: 4835.964355
	Iteration 80F: 3 clusters Score -1422446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1422448.000000 Penalty: 4835.964355
	Iteration 81Q: 3 clusters Score -1422448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1422446.875000 Penalty: 4835.964355
	Iteration 82Q: 3 clusters Score -1422447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1422452.500000 Penalty: 4835.964355
	Iteration 83Q: 3 clusters Score -1422452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1422452.125000 Penalty: 4835.964355
	Iteration 84Q: 3 clusters Score -1422452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1422456.375000 Penalty: 4835.964355
	Iteration 85Q: 3 clusters Score -1422456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1422462.500000 Penalty: 4835.964355
	Iteration 86Q: 3 clusters Score -1422462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1422457.875000 Penalty: 4835.964355
	Iteration 87Q: 3 clusters Score -1422458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1422460.875000 Penalty: 4835.964355
	Iteration 88Q: 3 clusters Score -1422461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1422461.500000 Penalty: 4835.964355
	Iteration 89Q: 3 clusters Score -1422462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1422464.875000 Penalty: 4835.964355
	Iteration 90Q: 3 clusters Score -1422465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1422465.125000 Penalty: 4835.964355
	Iteration 91Q: 3 clusters Score -1422465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1422464.875000 Penalty: 4835.964355
	Iteration 92Q: 3 clusters Score -1422465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1422465.625000 Penalty: 4835.964355
	Iteration 93Q: 3 clusters Score -1422466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1422466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1422470.750000 Penalty: 4835.964355
	Iteration 95Q: 3 clusters Score -1422471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1422475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1422471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1422475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1422477.000000 Penalty: 4835.964355
	Iteration 99Q: 3 clusters Score -1422477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1422478.375000 Penalty: 4835.964355
	Iteration 100F: 3 clusters Score -1422478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1422480.375000 Penalty: 4835.964355
	Iteration 101Q: 3 clusters Score -1422480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1422480.375000 Penalty: 4835.964355
	Iteration 102Q: 3 clusters Score -1422480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1422481.000000 Penalty: 4835.964355
	Iteration 103Q: 3 clusters Score -1422481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1422482.125000 Penalty: 4835.964355
	Iteration 104Q: 3 clusters Score -1422482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1422483.500000 Penalty: 4835.964355
	Iteration 105Q: 3 clusters Score -1422484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1422481.750000 Penalty: 4835.964355
	Iteration 106Q: 3 clusters Score -1422482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1422480.125000 Penalty: 4835.964355
	Iteration 107Q: 3 clusters Score -1422480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1422480.625000 Penalty: 4835.964355
	Iteration 108Q: 3 clusters Score -1422481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1422482.500000 Penalty: 4835.964355
	Iteration 109Q: 3 clusters Score -1422482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1422481.500000 Penalty: 4835.964355
	Iteration 110Q: 3 clusters Score -1422482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1422483.875000 Penalty: 4835.964355
	Iteration 111Q: 3 clusters Score -1422484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1422487.625000 Penalty: 4835.964355
	Iteration 112Q: 3 clusters Score -1422488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1422488.125000 Penalty: 4835.964355
	Iteration 113Q: 3 clusters Score -1422488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1422491.500000 Penalty: 4835.964355
	Iteration 114Q: 3 clusters Score -1422492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1422497.375000 Penalty: 4835.964355
	Iteration 115Q: 3 clusters Score -1422497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1422498.125000 Penalty: 4835.964355
	Iteration 116Q: 3 clusters Score -1422498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1422504.250000 Penalty: 4835.964355
	Iteration 117Q: 3 clusters Score -1422504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1422501.375000 Penalty: 4835.964355
	Iteration 118Q: 3 clusters Score -1422501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1422504.875000 Penalty: 4835.964355
	Iteration 119Q: 3 clusters Score -1422505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1422507.250000 Penalty: 4835.964355
	Iteration 120F: 3 clusters Score -1422507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1422510.250000 Penalty: 4835.964355
	Iteration 121Q: 3 clusters Score -1422510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1422508.000000 Penalty: 4835.964355
	Iteration 122Q: 3 clusters Score -1422508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1422508.875000 Penalty: 4835.964355
	Iteration 123Q: 3 clusters Score -1422509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1422509.250000 Penalty: 4835.964355
	Iteration 124Q: 3 clusters Score -1422509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1422511.250000 Penalty: 4835.964355
	Iteration 125Q: 3 clusters Score -1422511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1422514.750000 Penalty: 4835.964355
	Iteration 126Q: 3 clusters Score -1422515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1422515.625000 Penalty: 4835.964355
	Iteration 127Q: 3 clusters Score -1422516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1422518.750000 Penalty: 4835.964355
	Iteration 128Q: 3 clusters Score -1422519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1422521.750000 Penalty: 4835.964355
	Iteration 129Q: 3 clusters Score -1422522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1422526.250000 Penalty: 4835.964355
	Iteration 130Q: 3 clusters Score -1422526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1422521.750000 Penalty: 4835.964355
	Iteration 131Q: 3 clusters Score -1422522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1422521.875000 Penalty: 4835.964355
	Iteration 132Q: 3 clusters Score -1422522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1422522.625000 Penalty: 4835.964355
	Iteration 133Q: 3 clusters Score -1422523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1422523.125000 Penalty: 4835.964355
	Iteration 134Q: 3 clusters Score -1422523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1422526.250000 Penalty: 4835.964355
	Iteration 135Q: 3 clusters Score -1422526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1422525.125000 Penalty: 4835.964355
	Iteration 136Q: 3 clusters Score -1422525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1422526.875000 Penalty: 4835.964355
	Iteration 137Q: 3 clusters Score -1422527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1422532.250000 Penalty: 4835.964355
	Iteration 138Q: 3 clusters Score -1422532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1422534.375000 Penalty: 4835.964355
	Iteration 139Q: 3 clusters Score -1422534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1422534.250000 Penalty: 4835.964355
	Iteration 140F: 3 clusters Score -1422534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1422532.375000 Penalty: 4835.964355
	Iteration 141Q: 3 clusters Score -1422532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1422534.875000 Penalty: 4835.964355
	Iteration 142Q: 3 clusters Score -1422535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1422533.500000 Penalty: 4835.964355
	Iteration 143Q: 3 clusters Score -1422534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1422534.500000 Penalty: 4835.964355
	Iteration 144Q: 3 clusters Score -1422534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1422528.000000 Penalty: 4835.964355
	Iteration 145Q: 3 clusters Score -1422528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1422534.625000 Penalty: 4835.964355
	Iteration 146Q: 3 clusters Score -1422535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1422533.625000 Penalty: 4835.964355
	Iteration 147Q: 3 clusters Score -1422534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1422534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1422534.250000 Penalty: 4835.964355
	Iteration 149F: 3 clusters Score -1422534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Entering Unmasked Estep 
Score: -852035.500000 Penalty: 2293.986572
	Iteration 0F: 2 clusters Score -852035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -844167.687500 Penalty: 4587.973145
	Iteration 0F: 3 clusters Score -844167.7 nChanged 4302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -846406.625000 Penalty: 4587.973145
	Iteration 1F: 3 clusters Score -846406.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -846695.937500 Penalty: 4587.973145
	Iteration 2F: 3 clusters Score -846695.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -846881.187500 Penalty: 4587.973145
	Iteration 3Q: 3 clusters Score -846881.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -847008.750000 Penalty: 4587.973145
	Iteration 4Q: 3 clusters Score -847008.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -847112.500000 Penalty: 4587.973145
	Iteration 5Q: 3 clusters Score -847112.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -847202.812500 Penalty: 4587.973145
	Iteration 6Q: 3 clusters Score -847202.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -847290.437500 Penalty: 4587.973145
	Iteration 7Q: 3 clusters Score -847290.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -847367.937500 Penalty: 4587.973145
	Iteration 8Q: 3 clusters Score -847367.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -847445.687500 Penalty: 4587.973145
	Iteration 9Q: 3 clusters Score -847445.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -847515.250000 Penalty: 4587.973145
	Iteration 10Q: 3 clusters Score -847515.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -847589.250000 Penalty: 4587.973145
	Iteration 11Q: 3 clusters Score -847589.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -847663.312500 Penalty: 4587.973145
	Iteration 12Q: 3 clusters Score -847663.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -847748.187500 Penalty: 4587.973145
	Iteration 13Q: 3 clusters Score -847748.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -847845.125000 Penalty: 4587.973145
	Iteration 14Q: 3 clusters Score -847845.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -847958.687500 Penalty: 4587.973145
	Iteration 15Q: 3 clusters Score -847958.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -848087.750000 Penalty: 4587.973145
	Iteration 16Q: 3 clusters Score -848087.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -848261.625000 Penalty: 4587.973145
	Iteration 17Q: 3 clusters Score -848261.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -848481.625000 Penalty: 4587.973145
	Iteration 18Q: 3 clusters Score -848481.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -848691.375000 Penalty: 4587.973145
	Iteration 19Q: 3 clusters Score -848691.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -848881.562500 Penalty: 4587.973145
	Iteration 20F: 3 clusters Score -848881.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -849036.750000 Penalty: 4587.973145
	Iteration 21Q: 3 clusters Score -849036.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -849164.375000 Penalty: 4587.973145
	Iteration 22Q: 3 clusters Score -849164.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -849270.187500 Penalty: 4587.973145
	Iteration 23Q: 3 clusters Score -849270.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -849361.875000 Penalty: 4587.973145
	Iteration 24Q: 3 clusters Score -849361.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -849432.125000 Penalty: 4587.973145
	Iteration 25Q: 3 clusters Score -849432.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -849484.375000 Penalty: 4587.973145
	Iteration 26Q: 3 clusters Score -849484.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -849515.500000 Penalty: 4587.973145
	Iteration 27Q: 3 clusters Score -849515.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -849541.125000 Penalty: 4587.973145
	Iteration 28Q: 3 clusters Score -849541.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -849570.312500 Penalty: 4587.973145
	Iteration 29Q: 3 clusters Score -849570.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -849593.250000 Penalty: 4587.973145
	Iteration 30Q: 3 clusters Score -849593.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -849613.375000 Penalty: 4587.973145
	Iteration 31Q: 3 clusters Score -849613.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -849635.375000 Penalty: 4587.973145
	Iteration 32Q: 3 clusters Score -849635.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -849650.812500 Penalty: 4587.973145
	Iteration 33Q: 3 clusters Score -849650.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -849670.375000 Penalty: 4587.973145
	Iteration 34Q: 3 clusters Score -849670.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -849689.375000 Penalty: 4587.973145
	Iteration 35Q: 3 clusters Score -849689.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -849703.250000 Penalty: 4587.973145
	Iteration 36Q: 3 clusters Score -849703.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -849718.437500 Penalty: 4587.973145
	Iteration 37Q: 3 clusters Score -849718.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -849720.562500 Penalty: 4587.973145
	Iteration 38Q: 3 clusters Score -849720.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -849730.000000 Penalty: 4587.973145
	Iteration 39Q: 3 clusters Score -849730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -849738.375000 Penalty: 4587.973145
	Iteration 40F: 3 clusters Score -849738.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -849747.875000 Penalty: 4587.973145
	Iteration 41Q: 3 clusters Score -849747.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -849758.000000 Penalty: 4587.973145
	Iteration 42Q: 3 clusters Score -849758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -849771.500000 Penalty: 4587.973145
	Iteration 43Q: 3 clusters Score -849771.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -849780.750000 Penalty: 4587.973145
	Iteration 44Q: 3 clusters Score -849780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -849787.062500 Penalty: 4587.973145
	Iteration 45Q: 3 clusters Score -849787.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -849789.187500 Penalty: 4587.973145
	Iteration 46Q: 3 clusters Score -849789.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -849793.187500 Penalty: 4587.973145
	Iteration 47Q: 3 clusters Score -849793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -849795.562500 Penalty: 4587.973145
	Iteration 48Q: 3 clusters Score -849795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -849802.437500 Penalty: 4587.973145
	Iteration 49Q: 3 clusters Score -849802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -849802.937500 Penalty: 4587.973145
	Iteration 50Q: 3 clusters Score -849802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -849803.312500 Penalty: 4587.973145
	Iteration 51Q: 3 clusters Score -849803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -849808.125000 Penalty: 4587.973145
	Iteration 52Q: 3 clusters Score -849808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -849808.250000 Penalty: 4587.973145
	Iteration 53Q: 3 clusters Score -849808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -849811.812500 Penalty: 4587.973145
	Iteration 54Q: 3 clusters Score -849811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -849814.000000 Penalty: 4587.973145
	Iteration 55Q: 3 clusters Score -849814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -849814.312500 Penalty: 4587.973145
	Iteration 56Q: 3 clusters Score -849814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -849816.937500 Penalty: 4587.973145
	Iteration 57Q: 3 clusters Score -849816.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -849818.312500 Penalty: 4587.973145
	Iteration 58Q: 3 clusters Score -849818.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -849821.750000 Penalty: 4587.973145
	Iteration 59Q: 3 clusters Score -849821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -849824.625000 Penalty: 4587.973145
	Iteration 60F: 3 clusters Score -849824.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -849829.812500 Penalty: 4587.973145
	Iteration 61Q: 3 clusters Score -849829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -849832.562500 Penalty: 4587.973145
	Iteration 62Q: 3 clusters Score -849832.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -849840.312500 Penalty: 4587.973145
	Iteration 63Q: 3 clusters Score -849840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -849843.437500 Penalty: 4587.973145
	Iteration 64Q: 3 clusters Score -849843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -849849.875000 Penalty: 4587.973145
	Iteration 65Q: 3 clusters Score -849849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -849854.187500 Penalty: 4587.973145
	Iteration 66Q: 3 clusters Score -849854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -849859.687500 Penalty: 4587.973145
	Iteration 67Q: 3 clusters Score -849859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -849858.625000 Penalty: 4587.973145
	Iteration 68Q: 3 clusters Score -849858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -849860.437500 Penalty: 4587.973145
	Iteration 69Q: 3 clusters Score -849860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -849862.937500 Penalty: 4587.973145
	Iteration 70Q: 3 clusters Score -849862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -849865.125000 Penalty: 4587.973145
	Iteration 71Q: 3 clusters Score -849865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -849865.875000 Penalty: 4587.973145
	Iteration 72Q: 3 clusters Score -849865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -849869.562500 Penalty: 4587.973145
	Iteration 73Q: 3 clusters Score -849869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -849868.000000 Penalty: 4587.973145
	Iteration 74Q: 3 clusters Score -849868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -849869.437500 Penalty: 4587.973145
	Iteration 75Q: 3 clusters Score -849869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -849868.375000 Penalty: 4587.973145
	Iteration 76Q: 3 clusters Score -849868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -849870.500000 Penalty: 4587.973145
	Iteration 77Q: 3 clusters Score -849870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -849869.937500 Penalty: 4587.973145
	Iteration 78Q: 3 clusters Score -849869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -849870.250000 Penalty: 4587.973145
	Iteration 79Q: 3 clusters Score -849870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -849872.562500 Penalty: 4587.973145
	Iteration 80F: 3 clusters Score -849872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -849870.937500 Penalty: 4587.973145
	Iteration 81Q: 3 clusters Score -849870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -849873.625000 Penalty: 4587.973145
	Iteration 82Q: 3 clusters Score -849873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -849874.312500 Penalty: 4587.973145
	Iteration 83Q: 3 clusters Score -849874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -849875.937500 Penalty: 4587.973145
	Iteration 84Q: 3 clusters Score -849875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -849878.250000 Penalty: 4587.973145
	Iteration 85Q: 3 clusters Score -849878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -849879.937500 Penalty: 4587.973145
	Iteration 86Q: 3 clusters Score -849879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -849881.687500 Penalty: 4587.973145
	Iteration 87Q: 3 clusters Score -849881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -849885.062500 Penalty: 4587.973145
	Iteration 88Q: 3 clusters Score -849885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -849886.687500 Penalty: 4587.973145
	Iteration 89Q: 3 clusters Score -849886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -849889.312500 Penalty: 4587.973145
	Iteration 90Q: 3 clusters Score -849889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -849889.812500 Penalty: 4587.973145
	Iteration 91Q: 3 clusters Score -849889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -849890.562500 Penalty: 4587.973145
	Iteration 92Q: 3 clusters Score -849890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -849891.375000 Penalty: 4587.973145
	Iteration 93Q: 3 clusters Score -849891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -849890.812500 Penalty: 4587.973145
	Iteration 94Q: 3 clusters Score -849890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -849894.312500 Penalty: 4587.973145
	Iteration 95Q: 3 clusters Score -849894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -849894.312500 Penalty: 4587.973145
	Iteration 96F: 3 clusters Score -849894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -293135.500000 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -293135.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -289485.468750 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -289485.5 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -290332.500000 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -290332.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -290556.593750 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -290556.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -290706.687500 Penalty: 4059.795654
	Iteration 3F: 3 clusters Score -290706.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -290818.812500 Penalty: 4059.795654
	Iteration 4Q: 3 clusters Score -290818.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -290912.062500 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -290912.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -290980.062500 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -290980.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -291039.781250 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -291039.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -291110.125000 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -291110.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -291196.375000 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -291196.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -291266.312500 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -291266.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -291329.281250 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -291329.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -291378.625000 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -291378.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -291409.968750 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -291410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -291441.343750 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -291441.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -291468.156250 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -291468.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -291488.593750 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -291488.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -291505.531250 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -291505.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -291527.718750 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -291527.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -291550.750000 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -291550.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -291570.437500 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -291570.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -291588.062500 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -291588.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -291598.750000 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -291598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -291611.718750 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -291611.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -291623.968750 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -291624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -291641.093750 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -291641.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -291669.031250 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -291669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -291699.093750 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -291699.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -291728.125000 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -291728.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -291756.218750 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -291756.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -291784.500000 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -291784.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -291813.187500 Penalty: 4059.795654
	Iteration 31Q: 3 clusters Score -291813.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -291837.750000 Penalty: 4059.795654
	Iteration 32Q: 3 clusters Score -291837.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -291852.437500 Penalty: 4059.795654
	Iteration 33Q: 3 clusters Score -291852.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -291864.375000 Penalty: 4059.795654
	Iteration 34Q: 3 clusters Score -291864.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -291876.593750 Penalty: 4059.795654
	Iteration 35Q: 3 clusters Score -291876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -291881.343750 Penalty: 4059.795654
	Iteration 36Q: 3 clusters Score -291881.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -291885.500000 Penalty: 4059.795654
	Iteration 37Q: 3 clusters Score -291885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -291887.750000 Penalty: 4059.795654
	Iteration 38Q: 3 clusters Score -291887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -291889.937500 Penalty: 4059.795654
	Iteration 39Q: 3 clusters Score -291889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -291891.343750 Penalty: 4059.795654
	Iteration 40F: 3 clusters Score -291891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -291891.531250 Penalty: 4059.795654
	Iteration 41Q: 3 clusters Score -291891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -291892.437500 Penalty: 4059.795654
	Iteration 42Q: 3 clusters Score -291892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -291893.875000 Penalty: 4059.795654
	Iteration 43Q: 3 clusters Score -291893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -291893.875000 Penalty: 4059.795654
	Iteration 44F: 3 clusters Score -291893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -53322.859375 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -53322.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51629.007812 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -51629.01 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51808.628906 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -51808.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51880.445312 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -51880.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51906.851562 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -51906.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51927.570312 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -51927.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51942.464844 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -51942.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51950.593750 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -51950.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51956.031250 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -51956.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51964.503906 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -51964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51972.179688 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -51972.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51973.628906 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -51973.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51974.148438 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -51974.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51974.148438 Penalty: 3220.901855
	Iteration 12F: 3 clusters Score -51974.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Entering Unmasked Estep 
Score: -1930544.875000 Penalty: 2493.620117
	Iteration 0F: 2 clusters Score -1930545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1914348.875000 Penalty: 4987.240234
	Iteration 0F: 3 clusters Score -1914349 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1919887.000000 Penalty: 4987.240234
	Iteration 1F: 3 clusters Score -1919887 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1920260.375000 Penalty: 4987.240234
	Iteration 2Q: 3 clusters Score -1920260 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1920589.000000 Penalty: 4987.240234
	Iteration 3Q: 3 clusters Score -1920589 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1920855.625000 Penalty: 4987.240234
	Iteration 4Q: 3 clusters Score -1920856 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1921130.000000 Penalty: 4987.240234
	Iteration 5Q: 3 clusters Score -1921130 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1921436.125000 Penalty: 4987.240234
	Iteration 6Q: 3 clusters Score -1921436 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1921795.625000 Penalty: 4987.240234
	Iteration 7Q: 3 clusters Score -1921796 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1922290.750000 Penalty: 4987.240234
	Iteration 8Q: 3 clusters Score -1922291 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1922911.625000 Penalty: 4987.240234
	Iteration 9Q: 3 clusters Score -1922912 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1923682.750000 Penalty: 4987.240234
	Iteration 10F: 3 clusters Score -1923683 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1924588.875000 Penalty: 4987.240234
	Iteration 11F: 3 clusters Score -1924589 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1925511.750000 Penalty: 4987.240234
	Iteration 12F: 3 clusters Score -1925512 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1926329.500000 Penalty: 4987.240234
	Iteration 13Q: 3 clusters Score -1926330 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -1926983.250000 Penalty: 4987.240234
	Iteration 14Q: 3 clusters Score -1926983 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -1927448.125000 Penalty: 4987.240234
	Iteration 15Q: 3 clusters Score -1927448 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -1927745.125000 Penalty: 4987.240234
	Iteration 16Q: 3 clusters Score -1927745 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1927947.125000 Penalty: 4987.240234
	Iteration 17Q: 3 clusters Score -1927947 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -1928064.000000 Penalty: 4987.240234
	Iteration 18Q: 3 clusters Score -1928064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -1928170.500000 Penalty: 4987.240234
	Iteration 19Q: 3 clusters Score -1928170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1928250.000000 Penalty: 4987.240234
	Iteration 20F: 3 clusters Score -1928250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -1928295.625000 Penalty: 4987.240234
	Iteration 21Q: 3 clusters Score -1928296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -1928327.875000 Penalty: 4987.240234
	Iteration 22Q: 3 clusters Score -1928328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1928353.750000 Penalty: 4987.240234
	Iteration 23Q: 3 clusters Score -1928354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -1928373.875000 Penalty: 4987.240234
	Iteration 24Q: 3 clusters Score -1928374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -1928385.625000 Penalty: 4987.240234
	Iteration 25Q: 3 clusters Score -1928386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1928400.500000 Penalty: 4987.240234
	Iteration 26Q: 3 clusters Score -1928400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -1928413.375000 Penalty: 4987.240234
	Iteration 27Q: 3 clusters Score -1928413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -1928422.250000 Penalty: 4987.240234
	Iteration 28Q: 3 clusters Score -1928422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -1928434.000000 Penalty: 4987.240234
	Iteration 29Q: 3 clusters Score -1928434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -1928442.125000 Penalty: 4987.240234
	Iteration 30Q: 3 clusters Score -1928442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -1928445.625000 Penalty: 4987.240234
	Iteration 31Q: 3 clusters Score -1928446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1928453.875000 Penalty: 4987.240234
	Iteration 32Q: 3 clusters Score -1928454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -1928462.375000 Penalty: 4987.240234
	Iteration 33Q: 3 clusters Score -1928462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -1928463.000000 Penalty: 4987.240234
	Iteration 34Q: 3 clusters Score -1928463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1928463.625000 Penalty: 4987.240234
	Iteration 35Q: 3 clusters Score -1928464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1928463.625000 Penalty: 4987.240234
	Iteration 36F: 3 clusters Score -1928464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -916013.312500 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -916013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -907549.625000 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -907549.6 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -910066.937500 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -910066.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -910349.187500 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -910349.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -910533.000000 Penalty: 4628.597656
	Iteration 3Q: 3 clusters Score -910533 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -910659.625000 Penalty: 4628.597656
	Iteration 4Q: 3 clusters Score -910659.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -910745.812500 Penalty: 4628.597656
	Iteration 5Q: 3 clusters Score -910745.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -910819.437500 Penalty: 4628.597656
	Iteration 6Q: 3 clusters Score -910819.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -910894.250000 Penalty: 4628.597656
	Iteration 7Q: 3 clusters Score -910894.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -910977.250000 Penalty: 4628.597656
	Iteration 8Q: 3 clusters Score -910977.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -911063.375000 Penalty: 4628.597656
	Iteration 9Q: 3 clusters Score -911063.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -911166.437500 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -911166.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -911271.500000 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -911271.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -911406.125000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -911406.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -911574.875000 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -911574.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -911781.312500 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -911781.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -912026.187500 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -912026.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -912341.187500 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -912341.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -912673.000000 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -912673 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -913002.062500 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -913002.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -913290.250000 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -913290.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -913529.187500 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -913529.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -913688.875000 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -913688.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -913789.062500 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -913789.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -913854.562500 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -913854.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -913907.125000 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -913907.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -913929.312500 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -913929.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -913956.875000 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -913956.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -913977.687500 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -913977.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -913988.937500 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -913988.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -913999.250000 Penalty: 4628.597656
	Iteration 29Q: 3 clusters Score -913999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -914007.375000 Penalty: 4628.597656
	Iteration 30Q: 3 clusters Score -914007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -914017.187500 Penalty: 4628.597656
	Iteration 31Q: 3 clusters Score -914017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -914021.375000 Penalty: 4628.597656
	Iteration 32Q: 3 clusters Score -914021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -914024.125000 Penalty: 4628.597656
	Iteration 33Q: 3 clusters Score -914024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -914026.187500 Penalty: 4628.597656
	Iteration 34Q: 3 clusters Score -914026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -914026.812500 Penalty: 4628.597656
	Iteration 35Q: 3 clusters Score -914026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -914027.437500 Penalty: 4628.597656
	Iteration 36Q: 3 clusters Score -914027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -914029.812500 Penalty: 4628.597656
	Iteration 37Q: 3 clusters Score -914029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -914031.500000 Penalty: 4628.597656
	Iteration 38Q: 3 clusters Score -914031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -914033.250000 Penalty: 4628.597656
	Iteration 39Q: 3 clusters Score -914033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -914033.250000 Penalty: 4628.597656
	Iteration 40F: 3 clusters Score -914033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -79042.054688 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -79042.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77063.125000 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -77063.12 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77399.523438 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -77399.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -77525.312500 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -77525.31 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -77636.195312 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -77636.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77752.007812 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -77752.01 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77844.312500 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -77844.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -77921.625000 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -77921.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77980.437500 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -77980.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78039.085938 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -78039.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -78092.507812 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -78092.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -78142.390625 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -78142.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78184.687500 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -78184.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -78198.859375 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -78198.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -78207.750000 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -78207.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -78212.843750 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -78212.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -78216.609375 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -78216.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -78216.609375 Penalty: 3472.617676
	Iteration 16F: 3 clusters Score -78216.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (61310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Entering Unmasked Estep 
Score: -5100564.500000 Penalty: 2733.876953
	Iteration 0F: 2 clusters Score -5100564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5059594.500000 Penalty: 5467.753906
	Iteration 0F: 3 clusters Score -5059594 nChanged 28459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5075148.500000 Penalty: 5467.753906
	Iteration 1F: 3 clusters Score -5075148 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5075781.500000 Penalty: 5467.753906
	Iteration 2Q: 3 clusters Score -5075782 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5076381.500000 Penalty: 5467.753906
	Iteration 3Q: 3 clusters Score -5076382 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -5077122.500000 Penalty: 5467.753906
	Iteration 4Q: 3 clusters Score -5077122 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -5078027.500000 Penalty: 5467.753906
	Iteration 5Q: 3 clusters Score -5078028 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5079301.500000 Penalty: 5467.753906
	Iteration 6Q: 3 clusters Score -5079302 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5081129.000000 Penalty: 5467.753906
	Iteration 7F: 3 clusters Score -5081129 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5083854.000000 Penalty: 5467.753906
	Iteration 8F: 3 clusters Score -5083854 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -5087292.000000 Penalty: 5467.753906
	Iteration 9F: 3 clusters Score -5087292 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -5090888.500000 Penalty: 5467.753906
	Iteration 10F: 3 clusters Score -5090888 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -5093763.000000 Penalty: 5467.753906
	Iteration 11F: 3 clusters Score -5093763 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -5095763.000000 Penalty: 5467.753906
	Iteration 12Q: 3 clusters Score -5095763 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -5096953.000000 Penalty: 5467.753906
	Iteration 13Q: 3 clusters Score -5096953 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -5097721.500000 Penalty: 5467.753906
	Iteration 14Q: 3 clusters Score -5097722 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -5098130.000000 Penalty: 5467.753906
	Iteration 15Q: 3 clusters Score -5098130 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -5098366.000000 Penalty: 5467.753906
	Iteration 16Q: 3 clusters Score -5098366 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -5098466.000000 Penalty: 5467.753906
	Iteration 17Q: 3 clusters Score -5098466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -5098527.000000 Penalty: 5467.753906
	Iteration 18Q: 3 clusters Score -5098527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -5098562.000000 Penalty: 5467.753906
	Iteration 19Q: 3 clusters Score -5098562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -5098598.000000 Penalty: 5467.753906
	Iteration 20F: 3 clusters Score -5098598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -5098619.000000 Penalty: 5467.753906
	Iteration 21Q: 3 clusters Score -5098619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -5098635.500000 Penalty: 5467.753906
	Iteration 22Q: 3 clusters Score -5098636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -5098656.000000 Penalty: 5467.753906
	Iteration 23Q: 3 clusters Score -5098656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -5098664.500000 Penalty: 5467.753906
	Iteration 24Q: 3 clusters Score -5098664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -5098679.000000 Penalty: 5467.753906
	Iteration 25Q: 3 clusters Score -5098679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -5098688.000000 Penalty: 5467.753906
	Iteration 26Q: 3 clusters Score -5098688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -5098689.000000 Penalty: 5467.753906
	Iteration 27Q: 3 clusters Score -5098689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -5098702.000000 Penalty: 5467.753906
	Iteration 28Q: 3 clusters Score -5098702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -5098711.500000 Penalty: 5467.753906
	Iteration 29Q: 3 clusters Score -5098712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -5098710.500000 Penalty: 5467.753906
	Iteration 30Q: 3 clusters Score -5098710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -5098715.000000 Penalty: 5467.753906
	Iteration 31Q: 3 clusters Score -5098715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -5098723.500000 Penalty: 5467.753906
	Iteration 32Q: 3 clusters Score -5098724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -5098723.000000 Penalty: 5467.753906
	Iteration 33Q: 3 clusters Score -5098723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -5098739.500000 Penalty: 5467.753906
	Iteration 34Q: 3 clusters Score -5098740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -5098747.000000 Penalty: 5467.753906
	Iteration 35Q: 3 clusters Score -5098747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -5098745.000000 Penalty: 5467.753906
	Iteration 36Q: 3 clusters Score -5098745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -5098749.000000 Penalty: 5467.753906
	Iteration 37Q: 3 clusters Score -5098749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -5098750.000000 Penalty: 5467.753906
	Iteration 38Q: 3 clusters Score -5098750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -5098753.000000 Penalty: 5467.753906
	Iteration 39Q: 3 clusters Score -5098753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -5098756.000000 Penalty: 5467.753906
	Iteration 40F: 3 clusters Score -5098756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -5098755.500000 Penalty: 5467.753906
	Iteration 41Q: 3 clusters Score -5098756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -5098755.500000 Penalty: 5467.753906
	Iteration 42F: 3 clusters Score -5098756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -93745.773438 Penalty: 1774.150757
	Iteration 0F: 2 clusters Score -93745.77 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 655 members 
Entering Unmasked Estep 
Score: -91630.257812 Penalty: 3548.301514
	Iteration 0F: 3 clusters Score -91630.26 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -92049.820312 Penalty: 3548.301514
	Iteration 1F: 3 clusters Score -92049.82 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92298.156250 Penalty: 3548.301514
	Iteration 2F: 3 clusters Score -92298.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92522.726562 Penalty: 3548.301514
	Iteration 3F: 3 clusters Score -92522.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92737.117188 Penalty: 3548.301514
	Iteration 4F: 3 clusters Score -92737.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92931.234375 Penalty: 3548.301514
	Iteration 5Q: 3 clusters Score -92931.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93075.593750 Penalty: 3548.301514
	Iteration 6Q: 3 clusters Score -93075.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93151.375000 Penalty: 3548.301514
	Iteration 7Q: 3 clusters Score -93151.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -93235.054688 Penalty: 3548.301514
	Iteration 8Q: 3 clusters Score -93235.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -93281.812500 Penalty: 3548.301514
	Iteration 9Q: 3 clusters Score -93281.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -93307.617188 Penalty: 3548.301514
	Iteration 10Q: 3 clusters Score -93307.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93321.242188 Penalty: 3548.301514
	Iteration 11Q: 3 clusters Score -93321.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93331.023438 Penalty: 3548.301514
	Iteration 12Q: 3 clusters Score -93331.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93337.414062 Penalty: 3548.301514
	Iteration 13Q: 3 clusters Score -93337.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93339.929688 Penalty: 3548.301514
	Iteration 14Q: 3 clusters Score -93339.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93342.312500 Penalty: 3548.301514
	Iteration 15Q: 3 clusters Score -93342.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93342.312500 Penalty: 3548.301514
	Iteration 16F: 3 clusters Score -93342.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -33776.859375 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -33776.86 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 220 members 
Entering Unmasked Estep 
Score: -32332.103516 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -32332.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32513.337891 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -32513.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32577.898438 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -32577.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32594.423828 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -32594.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32605.474609 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -32605.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32608.560547 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -32608.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32608.560547 Penalty: 3022.410645
	Iteration 6F: 3 clusters Score -32608.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -90365.828125 Penalty: 1746.703613
	Iteration 0F: 2 clusters Score -90365.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88316.296875 Penalty: 3493.407227
	Iteration 0F: 3 clusters Score -88316.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88638.414062 Penalty: 3493.407227
	Iteration 1F: 3 clusters Score -88638.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88727.218750 Penalty: 3493.407227
	Iteration 2F: 3 clusters Score -88727.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -88777.515625 Penalty: 3493.407227
	Iteration 3Q: 3 clusters Score -88777.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -88809.867188 Penalty: 3493.407227
	Iteration 4Q: 3 clusters Score -88809.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -88836.179688 Penalty: 3493.407227
	Iteration 5Q: 3 clusters Score -88836.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88847.132812 Penalty: 3493.407227
	Iteration 6Q: 3 clusters Score -88847.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -88857.242188 Penalty: 3493.407227
	Iteration 7Q: 3 clusters Score -88857.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -88864.460938 Penalty: 3493.407227
	Iteration 8Q: 3 clusters Score -88864.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88870.195312 Penalty: 3493.407227
	Iteration 9Q: 3 clusters Score -88870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88875.820312 Penalty: 3493.407227
	Iteration 10Q: 3 clusters Score -88875.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88880.281250 Penalty: 3493.407227
	Iteration 11Q: 3 clusters Score -88880.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88883.656250 Penalty: 3493.407227
	Iteration 12Q: 3 clusters Score -88883.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88884.132812 Penalty: 3493.407227
	Iteration 13Q: 3 clusters Score -88884.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88884.132812 Penalty: 3493.407227
	Iteration 14F: 3 clusters Score -88884.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -304808.218750 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -304808.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -300711.531250 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -300711.5 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -301857.156250 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -301857.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -302227.406250 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -302227.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -302665.281250 Penalty: 4162.361328
	Iteration 3F: 3 clusters Score -302665.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -303192.656250 Penalty: 4162.361328
	Iteration 4F: 3 clusters Score -303192.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -303605.812500 Penalty: 4162.361328
	Iteration 5F: 3 clusters Score -303605.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -303923.281250 Penalty: 4162.361328
	Iteration 6F: 3 clusters Score -303923.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -304185.625000 Penalty: 4162.361328
	Iteration 7F: 3 clusters Score -304185.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -304366.250000 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -304366.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -304498.562500 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -304498.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -304602.812500 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -304602.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -304658.437500 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -304658.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -304691.687500 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -304691.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -304715.031250 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -304715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -304733.906250 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -304733.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -304746.250000 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -304746.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -304763.375000 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -304763.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -304777.687500 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -304777.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -304796.250000 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -304796.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -304812.468750 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -304812.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -304821.406250 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -304821.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -304832.187500 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -304832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -304840.781250 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -304840.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -304848.437500 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -304848.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -304856.531250 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -304856.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -304863.062500 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -304863.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -304872.062500 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -304872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -304879.687500 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -304879.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -304887.437500 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -304887.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -304893.625000 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -304893.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -304898.937500 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -304898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -304902.156250 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -304902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -304906.343750 Penalty: 4162.361328
	Iteration 32Q: 3 clusters Score -304906.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -304910.125000 Penalty: 4162.361328
	Iteration 33Q: 3 clusters Score -304910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -304916.531250 Penalty: 4162.361328
	Iteration 34Q: 3 clusters Score -304916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -304922.281250 Penalty: 4162.361328
	Iteration 35Q: 3 clusters Score -304922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -304927.031250 Penalty: 4162.361328
	Iteration 36Q: 3 clusters Score -304927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -304936.312500 Penalty: 4162.361328
	Iteration 37Q: 3 clusters Score -304936.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -304944.750000 Penalty: 4162.361328
	Iteration 38Q: 3 clusters Score -304944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -304950.218750 Penalty: 4162.361328
	Iteration 39Q: 3 clusters Score -304950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -304953.656250 Penalty: 4162.361328
	Iteration 40F: 3 clusters Score -304953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -304955.843750 Penalty: 4162.361328
	Iteration 41Q: 3 clusters Score -304955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -304956.593750 Penalty: 4162.361328
	Iteration 42Q: 3 clusters Score -304956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -304958.000000 Penalty: 4162.361328
	Iteration 43Q: 3 clusters Score -304958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -304959.531250 Penalty: 4162.361328
	Iteration 44Q: 3 clusters Score -304959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -304960.156250 Penalty: 4162.361328
	Iteration 45Q: 3 clusters Score -304960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -304961.406250 Penalty: 4162.361328
	Iteration 46Q: 3 clusters Score -304961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -304961.406250 Penalty: 4162.361328
	Iteration 47Q: 3 clusters Score -304961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -304961.406250 Penalty: 4162.361328
	Iteration 48F: 3 clusters Score -304961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 6148 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37401 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12584 members 
Mstep: Class 59 contains 15725 members 
Mstep: Class 60 contains 3123 members 
Entering Unmasked Estep 
Score: -51171168.000000 Penalty: 199340.453125
Splitting cluster 36 changes total score from -51172308.000000 to -51171168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -665123.875000 Penalty: 2228.017334
	Iteration 0F: 2 clusters Score -665123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -658678.937500 Penalty: 4456.034668
	Iteration 0F: 3 clusters Score -658678.9 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -660479.562500 Penalty: 4456.034668
	Iteration 1F: 3 clusters Score -660479.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -660723.375000 Penalty: 4456.034668
	Iteration 2F: 3 clusters Score -660723.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -660878.312500 Penalty: 4456.034668
	Iteration 3Q: 3 clusters Score -660878.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -660994.625000 Penalty: 4456.034668
	Iteration 4Q: 3 clusters Score -660994.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -661084.062500 Penalty: 4456.034668
	Iteration 5Q: 3 clusters Score -661084.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -661183.500000 Penalty: 4456.034668
	Iteration 6Q: 3 clusters Score -661183.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -661292.125000 Penalty: 4456.034668
	Iteration 7Q: 3 clusters Score -661292.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -661414.437500 Penalty: 4456.034668
	Iteration 8Q: 3 clusters Score -661414.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -661558.250000 Penalty: 4456.034668
	Iteration 9Q: 3 clusters Score -661558.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -661718.562500 Penalty: 4456.034668
	Iteration 10Q: 3 clusters Score -661718.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -661925.187500 Penalty: 4456.034668
	Iteration 11Q: 3 clusters Score -661925.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -662180.562500 Penalty: 4456.034668
	Iteration 12Q: 3 clusters Score -662180.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -662414.062500 Penalty: 4456.034668
	Iteration 13Q: 3 clusters Score -662414.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -662621.125000 Penalty: 4456.034668
	Iteration 14Q: 3 clusters Score -662621.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -662817.687500 Penalty: 4456.034668
	Iteration 15Q: 3 clusters Score -662817.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -662987.125000 Penalty: 4456.034668
	Iteration 16Q: 3 clusters Score -662987.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -663105.125000 Penalty: 4456.034668
	Iteration 17Q: 3 clusters Score -663105.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -663181.375000 Penalty: 4456.034668
	Iteration 18Q: 3 clusters Score -663181.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -663233.437500 Penalty: 4456.034668
	Iteration 19Q: 3 clusters Score -663233.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -663263.875000 Penalty: 4456.034668
	Iteration 20F: 3 clusters Score -663263.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -663282.500000 Penalty: 4456.034668
	Iteration 21Q: 3 clusters Score -663282.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -663295.562500 Penalty: 4456.034668
	Iteration 22Q: 3 clusters Score -663295.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -663305.062500 Penalty: 4456.034668
	Iteration 23Q: 3 clusters Score -663305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -663310.437500 Penalty: 4456.034668
	Iteration 24Q: 3 clusters Score -663310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -663318.062500 Penalty: 4456.034668
	Iteration 25Q: 3 clusters Score -663318.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -663322.125000 Penalty: 4456.034668
	Iteration 26Q: 3 clusters Score -663322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -663325.812500 Penalty: 4456.034668
	Iteration 27Q: 3 clusters Score -663325.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -663329.500000 Penalty: 4456.034668
	Iteration 28Q: 3 clusters Score -663329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -663332.687500 Penalty: 4456.034668
	Iteration 29Q: 3 clusters Score -663332.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -663338.500000 Penalty: 4456.034668
	Iteration 30Q: 3 clusters Score -663338.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -663343.375000 Penalty: 4456.034668
	Iteration 31Q: 3 clusters Score -663343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -663348.062500 Penalty: 4456.034668
	Iteration 32Q: 3 clusters Score -663348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -663352.000000 Penalty: 4456.034668
	Iteration 33Q: 3 clusters Score -663352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -663355.375000 Penalty: 4456.034668
	Iteration 34Q: 3 clusters Score -663355.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -663356.937500 Penalty: 4456.034668
	Iteration 35Q: 3 clusters Score -663356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -663356.312500 Penalty: 4456.034668
	Iteration 36Q: 3 clusters Score -663356.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -663356.312500 Penalty: 4456.034668
	Iteration 37F: 3 clusters Score -663356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -1258082.500000 Penalty: 2390.908203
	Iteration 0F: 2 clusters Score -1258082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1246958.000000 Penalty: 4781.816406
	Iteration 0F: 3 clusters Score -1246958 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1250480.125000 Penalty: 4781.816406
	Iteration 1F: 3 clusters Score -1250480 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1250948.375000 Penalty: 4781.816406
	Iteration 2F: 3 clusters Score -1250948 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1251477.625000 Penalty: 4781.816406
	Iteration 3F: 3 clusters Score -1251478 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1252159.625000 Penalty: 4781.816406
	Iteration 4F: 3 clusters Score -1252160 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1252897.750000 Penalty: 4781.816406
	Iteration 5F: 3 clusters Score -1252898 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1253668.500000 Penalty: 4781.816406
	Iteration 6F: 3 clusters Score -1253668 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1254269.375000 Penalty: 4781.816406
	Iteration 7F: 3 clusters Score -1254269 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1254703.125000 Penalty: 4781.816406
	Iteration 8Q: 3 clusters Score -1254703 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1255016.500000 Penalty: 4781.816406
	Iteration 9Q: 3 clusters Score -1255016 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1255251.750000 Penalty: 4781.816406
	Iteration 10Q: 3 clusters Score -1255252 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1255436.125000 Penalty: 4781.816406
	Iteration 11Q: 3 clusters Score -1255436 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1255582.750000 Penalty: 4781.816406
	Iteration 12Q: 3 clusters Score -1255583 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1255679.750000 Penalty: 4781.816406
	Iteration 13Q: 3 clusters Score -1255680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1255749.625000 Penalty: 4781.816406
	Iteration 14Q: 3 clusters Score -1255750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1255811.375000 Penalty: 4781.816406
	Iteration 15Q: 3 clusters Score -1255811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1255843.750000 Penalty: 4781.816406
	Iteration 16Q: 3 clusters Score -1255844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1255869.375000 Penalty: 4781.816406
	Iteration 17Q: 3 clusters Score -1255869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1255890.000000 Penalty: 4781.816406
	Iteration 18Q: 3 clusters Score -1255890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1255912.000000 Penalty: 4781.816406
	Iteration 19Q: 3 clusters Score -1255912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1255921.750000 Penalty: 4781.816406
	Iteration 20F: 3 clusters Score -1255922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1255937.500000 Penalty: 4781.816406
	Iteration 21Q: 3 clusters Score -1255938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1255953.875000 Penalty: 4781.816406
	Iteration 22Q: 3 clusters Score -1255954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1255968.500000 Penalty: 4781.816406
	Iteration 23Q: 3 clusters Score -1255968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1255979.750000 Penalty: 4781.816406
	Iteration 24Q: 3 clusters Score -1255980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1255989.875000 Penalty: 4781.816406
	Iteration 25Q: 3 clusters Score -1255990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1256010.375000 Penalty: 4781.816406
	Iteration 26Q: 3 clusters Score -1256010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1256020.625000 Penalty: 4781.816406
	Iteration 27Q: 3 clusters Score -1256021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1256025.125000 Penalty: 4781.816406
	Iteration 28Q: 3 clusters Score -1256025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1256030.750000 Penalty: 4781.816406
	Iteration 29Q: 3 clusters Score -1256031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1256037.250000 Penalty: 4781.816406
	Iteration 30Q: 3 clusters Score -1256037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1256041.125000 Penalty: 4781.816406
	Iteration 31Q: 3 clusters Score -1256041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1256045.125000 Penalty: 4781.816406
	Iteration 32Q: 3 clusters Score -1256045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1256050.250000 Penalty: 4781.816406
	Iteration 33Q: 3 clusters Score -1256050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1256056.500000 Penalty: 4781.816406
	Iteration 34Q: 3 clusters Score -1256056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1256064.000000 Penalty: 4781.816406
	Iteration 35Q: 3 clusters Score -1256064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1256068.375000 Penalty: 4781.816406
	Iteration 36Q: 3 clusters Score -1256068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1256074.500000 Penalty: 4781.816406
	Iteration 37Q: 3 clusters Score -1256074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1256076.500000 Penalty: 4781.816406
	Iteration 38Q: 3 clusters Score -1256076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1256076.375000 Penalty: 4781.816406
	Iteration 39Q: 3 clusters Score -1256076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1256074.750000 Penalty: 4781.816406
	Iteration 40F: 3 clusters Score -1256075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1256077.125000 Penalty: 4781.816406
	Iteration 41Q: 3 clusters Score -1256077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1256077.125000 Penalty: 4781.816406
	Iteration 42F: 3 clusters Score -1256077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Entering Unmasked Estep 
Score: -1156135.875000 Penalty: 2362.237549
	Iteration 0F: 2 clusters Score -1156136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1146089.625000 Penalty: 4724.475098
	Iteration 0F: 3 clusters Score -1146090 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1149403.625000 Penalty: 4724.475098
	Iteration 1F: 3 clusters Score -1149404 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1149862.375000 Penalty: 4724.475098
	Iteration 2F: 3 clusters Score -1149862 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1150286.125000 Penalty: 4724.475098
	Iteration 3F: 3 clusters Score -1150286 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1150703.250000 Penalty: 4724.475098
	Iteration 4F: 3 clusters Score -1150703 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1151114.000000 Penalty: 4724.475098
	Iteration 5F: 3 clusters Score -1151114 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1151493.375000 Penalty: 4724.475098
	Iteration 6F: 3 clusters Score -1151493 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1151864.000000 Penalty: 4724.475098
	Iteration 7Q: 3 clusters Score -1151864 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1152245.125000 Penalty: 4724.475098
	Iteration 8Q: 3 clusters Score -1152245 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1152578.875000 Penalty: 4724.475098
	Iteration 9Q: 3 clusters Score -1152579 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1152862.125000 Penalty: 4724.475098
	Iteration 10Q: 3 clusters Score -1152862 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1153116.500000 Penalty: 4724.475098
	Iteration 11Q: 3 clusters Score -1153116 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1153308.250000 Penalty: 4724.475098
	Iteration 12Q: 3 clusters Score -1153308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1153447.500000 Penalty: 4724.475098
	Iteration 13Q: 3 clusters Score -1153448 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1153542.000000 Penalty: 4724.475098
	Iteration 14Q: 3 clusters Score -1153542 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1153611.875000 Penalty: 4724.475098
	Iteration 15Q: 3 clusters Score -1153612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1153673.000000 Penalty: 4724.475098
	Iteration 16Q: 3 clusters Score -1153673 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1153725.125000 Penalty: 4724.475098
	Iteration 17Q: 3 clusters Score -1153725 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1153763.500000 Penalty: 4724.475098
	Iteration 18Q: 3 clusters Score -1153764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1153796.750000 Penalty: 4724.475098
	Iteration 19Q: 3 clusters Score -1153797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1153827.625000 Penalty: 4724.475098
	Iteration 20F: 3 clusters Score -1153828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1153865.625000 Penalty: 4724.475098
	Iteration 21Q: 3 clusters Score -1153866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1153890.875000 Penalty: 4724.475098
	Iteration 22Q: 3 clusters Score -1153891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1153912.500000 Penalty: 4724.475098
	Iteration 23Q: 3 clusters Score -1153912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1153937.125000 Penalty: 4724.475098
	Iteration 24Q: 3 clusters Score -1153937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1153962.000000 Penalty: 4724.475098
	Iteration 25Q: 3 clusters Score -1153962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1153992.250000 Penalty: 4724.475098
	Iteration 26Q: 3 clusters Score -1153992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1154020.125000 Penalty: 4724.475098
	Iteration 27Q: 3 clusters Score -1154020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1154048.500000 Penalty: 4724.475098
	Iteration 28Q: 3 clusters Score -1154048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1154067.625000 Penalty: 4724.475098
	Iteration 29Q: 3 clusters Score -1154068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1154082.125000 Penalty: 4724.475098
	Iteration 30Q: 3 clusters Score -1154082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1154088.375000 Penalty: 4724.475098
	Iteration 31Q: 3 clusters Score -1154088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1154099.125000 Penalty: 4724.475098
	Iteration 32Q: 3 clusters Score -1154099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1154103.750000 Penalty: 4724.475098
	Iteration 33Q: 3 clusters Score -1154104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1154107.750000 Penalty: 4724.475098
	Iteration 34Q: 3 clusters Score -1154108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1154110.750000 Penalty: 4724.475098
	Iteration 35Q: 3 clusters Score -1154111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1154118.125000 Penalty: 4724.475098
	Iteration 36Q: 3 clusters Score -1154118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1154122.000000 Penalty: 4724.475098
	Iteration 37Q: 3 clusters Score -1154122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1154127.875000 Penalty: 4724.475098
	Iteration 38Q: 3 clusters Score -1154128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1154134.250000 Penalty: 4724.475098
	Iteration 39Q: 3 clusters Score -1154134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1154138.125000 Penalty: 4724.475098
	Iteration 40F: 3 clusters Score -1154138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1154139.875000 Penalty: 4724.475098
	Iteration 41Q: 3 clusters Score -1154140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1154144.500000 Penalty: 4724.475098
	Iteration 42Q: 3 clusters Score -1154144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1154147.250000 Penalty: 4724.475098
	Iteration 43Q: 3 clusters Score -1154147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1154150.750000 Penalty: 4724.475098
	Iteration 44Q: 3 clusters Score -1154151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1154151.250000 Penalty: 4724.475098
	Iteration 45Q: 3 clusters Score -1154151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1154156.000000 Penalty: 4724.475098
	Iteration 46Q: 3 clusters Score -1154156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1154154.250000 Penalty: 4724.475098
	Iteration 47Q: 3 clusters Score -1154154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1154158.625000 Penalty: 4724.475098
	Iteration 48Q: 3 clusters Score -1154159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1154160.625000 Penalty: 4724.475098
	Iteration 49Q: 3 clusters Score -1154161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1154159.000000 Penalty: 4724.475098
	Iteration 50Q: 3 clusters Score -1154159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1154163.375000 Penalty: 4724.475098
	Iteration 51Q: 3 clusters Score -1154163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1154162.750000 Penalty: 4724.475098
	Iteration 52Q: 3 clusters Score -1154163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1154163.125000 Penalty: 4724.475098
	Iteration 53Q: 3 clusters Score -1154163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1154163.000000 Penalty: 4724.475098
	Iteration 54Q: 3 clusters Score -1154163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1154163.000000 Penalty: 4724.475098
	Iteration 55F: 3 clusters Score -1154163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (39677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Entering Unmasked Estep 
Score: -3213940.000000 Penalty: 2625.954590
	Iteration 0F: 2 clusters Score -3213940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3186956.250000 Penalty: 5251.909180
	Iteration 0F: 3 clusters Score -3186956 nChanged 18295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3197091.500000 Penalty: 5251.909180
	Iteration 1F: 3 clusters Score -3197092 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3197575.250000 Penalty: 5251.909180
	Iteration 2Q: 3 clusters Score -3197575 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3198026.000000 Penalty: 5251.909180
	Iteration 3Q: 3 clusters Score -3198026 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3198408.250000 Penalty: 5251.909180
	Iteration 4Q: 3 clusters Score -3198408 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3198858.250000 Penalty: 5251.909180
	Iteration 5Q: 3 clusters Score -3198858 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3199454.000000 Penalty: 5251.909180
	Iteration 6Q: 3 clusters Score -3199454 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3200363.250000 Penalty: 5251.909180
	Iteration 7Q: 3 clusters Score -3200363 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3201699.250000 Penalty: 5251.909180
	Iteration 8F: 3 clusters Score -3201699 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3203550.750000 Penalty: 5251.909180
	Iteration 9F: 3 clusters Score -3203551 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3205730.000000 Penalty: 5251.909180
	Iteration 10F: 3 clusters Score -3205730 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3207814.500000 Penalty: 5251.909180
	Iteration 11F: 3 clusters Score -3207814 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -3209365.250000 Penalty: 5251.909180
	Iteration 12Q: 3 clusters Score -3209365 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -3210349.250000 Penalty: 5251.909180
	Iteration 13Q: 3 clusters Score -3210349 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -3210952.750000 Penalty: 5251.909180
	Iteration 14Q: 3 clusters Score -3210953 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -3211285.500000 Penalty: 5251.909180
	Iteration 15Q: 3 clusters Score -3211286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -3211458.000000 Penalty: 5251.909180
	Iteration 16Q: 3 clusters Score -3211458 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -3211585.250000 Penalty: 5251.909180
	Iteration 17Q: 3 clusters Score -3211585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -3211652.750000 Penalty: 5251.909180
	Iteration 18Q: 3 clusters Score -3211653 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -3211695.250000 Penalty: 5251.909180
	Iteration 19Q: 3 clusters Score -3211695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -3211727.250000 Penalty: 5251.909180
	Iteration 20F: 3 clusters Score -3211727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -3211754.000000 Penalty: 5251.909180
	Iteration 21Q: 3 clusters Score -3211754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -3211769.250000 Penalty: 5251.909180
	Iteration 22Q: 3 clusters Score -3211769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -3211784.000000 Penalty: 5251.909180
	Iteration 23Q: 3 clusters Score -3211784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -3211789.500000 Penalty: 5251.909180
	Iteration 24Q: 3 clusters Score -3211790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -3211798.500000 Penalty: 5251.909180
	Iteration 25Q: 3 clusters Score -3211798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -3211803.250000 Penalty: 5251.909180
	Iteration 26Q: 3 clusters Score -3211803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -3211803.000000 Penalty: 5251.909180
	Iteration 27Q: 3 clusters Score -3211803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -3211801.250000 Penalty: 5251.909180
	Iteration 28Q: 3 clusters Score -3211801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -3211804.500000 Penalty: 5251.909180
	Iteration 29Q: 3 clusters Score -3211804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -3211804.500000 Penalty: 5251.909180
	Iteration 30Q: 3 clusters Score -3211804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -3211805.250000 Penalty: 5251.909180
	Iteration 31Q: 3 clusters Score -3211805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -3211805.250000 Penalty: 5251.909180
	Iteration 32F: 3 clusters Score -3211805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -101101.179688 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -101101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98937.875000 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -98937.88 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99291.773438 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -99291.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99443.125000 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -99443.12 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99553.773438 Penalty: 3579.123535
	Iteration 3F: 3 clusters Score -99553.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99693.046875 Penalty: 3579.123535
	Iteration 4F: 3 clusters Score -99693.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99798.898438 Penalty: 3579.123535
	Iteration 5F: 3 clusters Score -99798.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99884.898438 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -99884.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99950.820312 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -99950.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99995.101562 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -99995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100038.484375 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -100038.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100079.085938 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -100079.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100113.781250 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -100113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100141.890625 Penalty: 3579.123535
	Iteration 12Q: 3 clusters Score -100141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100160.703125 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -100160.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100181.421875 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -100181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100191.000000 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -100191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100193.445312 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -100193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100194.570312 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -100194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100195.117188 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -100195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100195.117188 Penalty: 3579.123535
	Iteration 19F: 3 clusters Score -100195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -488706.375000 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -488706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -483465.218750 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -483465.2 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -484806.625000 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -484806.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -485164.500000 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -485164.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -485511.406250 Penalty: 4327.045410
	Iteration 3F: 3 clusters Score -485511.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -485892.531250 Penalty: 4327.045410
	Iteration 4F: 3 clusters Score -485892.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -486362.187500 Penalty: 4327.045410
	Iteration 5F: 3 clusters Score -486362.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -486914.687500 Penalty: 4327.045410
	Iteration 6F: 3 clusters Score -486914.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -487449.281250 Penalty: 4327.045410
	Iteration 7F: 3 clusters Score -487449.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -487872.656250 Penalty: 4327.045410
	Iteration 8F: 3 clusters Score -487872.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -488105.468750 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -488105.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -488299.812500 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -488299.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -488487.281250 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -488487.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -488632.437500 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -488632.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -488720.562500 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -488720.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -488758.562500 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -488758.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -488782.906250 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -488782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -488789.968750 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -488790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -488794.718750 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -488794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -488797.531250 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -488797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -488797.968750 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -488798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -488797.656250 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -488797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -488797.312500 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -488797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -488797.312500 Penalty: 4327.045410
	Iteration 22F: 3 clusters Score -488797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 7064 members 
Mstep: Class 8 contains 7030 members 
Mstep: Class 9 contains 22806 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 6982 members 
Mstep: Class 21 contains 4454 members 
Mstep: Class 22 contains 846 members 
Mstep: Class 23 contains 8590 members 
Mstep: Class 24 contains 21922 members 
Mstep: Class 25 contains 17153 members 
Mstep: Class 26 contains 10404 members 
Mstep: Class 27 contains 3587 members 
Mstep: Class 28 contains 661 members 
Mstep: Class 29 contains 23270 members 
Mstep: Class 30 contains 11292 members 
Mstep: Class 31 contains 1098 members 
Mstep: Class 32 contains 61310 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 4411 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 15379 members 
Mstep: Class 39 contains 13700 members 
Mstep: Class 40 contains 39677 members 
Mstep: Class 41 contains 1361 members 
Mstep: Class 42 contains 3153 members 
Mstep: Class 43 contains 1633 members 
Mstep: Class 44 contains 13927 members 
Mstep: Class 45 contains 37401 members 
Mstep: Class 46 contains 2440 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 6465 members 
Mstep: Class 49 contains 15167 members 
Mstep: Class 50 contains 1267 members 
Mstep: Class 51 contains 884 members 
Mstep: Class 52 contains 7243 members 
Mstep: Class 53 contains 1429 members 
Mstep: Class 54 contains 12638 members 
Mstep: Class 55 contains 1514 members 
Mstep: Class 56 contains 2046 members 
Mstep: Class 57 contains 2190 members 
Mstep: Class 58 contains 12584 members 
Mstep: Class 59 contains 15725 members 
Mstep: Class 60 contains 2995 members 
Entering Unmasked Estep 
Score: -51171352.000000 Penalty: 199340.453125
Splitting cluster 42 changes total score from -51172308.000000 to -51171352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -90271.085938 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -90271.09 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 745 members 
Entering Unmasked Estep 
Score: -88004.671875 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -88004.67 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88731.984375 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -88731.98 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89157.500000 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -89157.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -89509.125000 Penalty: 3669.494385
	Iteration 3F: 3 clusters Score -89509.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89678.671875 Penalty: 3669.494385
	Iteration 4F: 3 clusters Score -89678.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -89762.085938 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -89762.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89838.992188 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -89838.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89900.445312 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -89900.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89934.601562 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -89934.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89954.804688 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -89954.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -89965.445312 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -89965.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89971.242188 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -89971.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89974.765625 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -89974.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -89976.242188 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -89976.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -89979.421875 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -89979.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89983.781250 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -89983.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -89986.140625 Penalty: 3669.494385
	Iteration 16Q: 3 clusters Score -89986.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89987.562500 Penalty: 3669.494385
	Iteration 17Q: 3 clusters Score -89987.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -89989.632812 Penalty: 3669.494385
	Iteration 18Q: 3 clusters Score -89989.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -89992.273438 Penalty: 3669.494385
	Iteration 19Q: 3 clusters Score -89992.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89993.148438 Penalty: 3669.494385
	Iteration 20F: 3 clusters Score -89993.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -1159135.500000 Penalty: 2366.312988
	Iteration 0F: 2 clusters Score -1159136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1148964.125000 Penalty: 4732.625977
	Iteration 0F: 3 clusters Score -1148964 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1152138.250000 Penalty: 4732.625977
	Iteration 1F: 3 clusters Score -1152138 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1152493.250000 Penalty: 4732.625977
	Iteration 2F: 3 clusters Score -1152493 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1152746.375000 Penalty: 4732.625977
	Iteration 3Q: 3 clusters Score -1152746 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1152960.125000 Penalty: 4732.625977
	Iteration 4Q: 3 clusters Score -1152960 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1153169.125000 Penalty: 4732.625977
	Iteration 5Q: 3 clusters Score -1153169 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1153365.125000 Penalty: 4732.625977
	Iteration 6Q: 3 clusters Score -1153365 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1153553.125000 Penalty: 4732.625977
	Iteration 7Q: 3 clusters Score -1153553 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1153732.875000 Penalty: 4732.625977
	Iteration 8Q: 3 clusters Score -1153733 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1153918.375000 Penalty: 4732.625977
	Iteration 9Q: 3 clusters Score -1153918 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1154130.125000 Penalty: 4732.625977
	Iteration 10Q: 3 clusters Score -1154130 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1154357.625000 Penalty: 4732.625977
	Iteration 11Q: 3 clusters Score -1154358 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1154618.875000 Penalty: 4732.625977
	Iteration 12Q: 3 clusters Score -1154619 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1154935.875000 Penalty: 4732.625977
	Iteration 13Q: 3 clusters Score -1154936 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1155255.375000 Penalty: 4732.625977
	Iteration 14Q: 3 clusters Score -1155255 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1155565.375000 Penalty: 4732.625977
	Iteration 15Q: 3 clusters Score -1155565 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1155867.250000 Penalty: 4732.625977
	Iteration 16Q: 3 clusters Score -1155867 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1156105.000000 Penalty: 4732.625977
	Iteration 17Q: 3 clusters Score -1156105 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1156286.250000 Penalty: 4732.625977
	Iteration 18Q: 3 clusters Score -1156286 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1156449.750000 Penalty: 4732.625977
	Iteration 19Q: 3 clusters Score -1156450 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1156600.000000 Penalty: 4732.625977
	Iteration 20F: 3 clusters Score -1156600 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1156708.500000 Penalty: 4732.625977
	Iteration 21Q: 3 clusters Score -1156708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1156804.125000 Penalty: 4732.625977
	Iteration 22Q: 3 clusters Score -1156804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1156887.875000 Penalty: 4732.625977
	Iteration 23Q: 3 clusters Score -1156888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1156943.125000 Penalty: 4732.625977
	Iteration 24Q: 3 clusters Score -1156943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1156988.375000 Penalty: 4732.625977
	Iteration 25Q: 3 clusters Score -1156988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1157017.875000 Penalty: 4732.625977
	Iteration 26Q: 3 clusters Score -1157018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1157041.375000 Penalty: 4732.625977
	Iteration 27Q: 3 clusters Score -1157041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1157056.625000 Penalty: 4732.625977
	Iteration 28Q: 3 clusters Score -1157057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1157070.625000 Penalty: 4732.625977
	Iteration 29Q: 3 clusters Score -1157071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1157079.875000 Penalty: 4732.625977
	Iteration 30Q: 3 clusters Score -1157080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1157085.750000 Penalty: 4732.625977
	Iteration 31Q: 3 clusters Score -1157086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1157085.125000 Penalty: 4732.625977
	Iteration 32Q: 3 clusters Score -1157085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1157092.125000 Penalty: 4732.625977
	Iteration 33Q: 3 clusters Score -1157092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1157095.000000 Penalty: 4732.625977
	Iteration 34Q: 3 clusters Score -1157095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1157096.625000 Penalty: 4732.625977
	Iteration 35Q: 3 clusters Score -1157097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1157101.125000 Penalty: 4732.625977
	Iteration 36Q: 3 clusters Score -1157101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1157107.500000 Penalty: 4732.625977
	Iteration 37Q: 3 clusters Score -1157108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1157112.000000 Penalty: 4732.625977
	Iteration 38Q: 3 clusters Score -1157112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1157118.375000 Penalty: 4732.625977
	Iteration 39Q: 3 clusters Score -1157118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1157121.250000 Penalty: 4732.625977
	Iteration 40F: 3 clusters Score -1157121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1157124.625000 Penalty: 4732.625977
	Iteration 41Q: 3 clusters Score -1157125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1157130.000000 Penalty: 4732.625977
	Iteration 42Q: 3 clusters Score -1157130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1157137.875000 Penalty: 4732.625977
	Iteration 43Q: 3 clusters Score -1157138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1157140.375000 Penalty: 4732.625977
	Iteration 44Q: 3 clusters Score -1157140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1157145.375000 Penalty: 4732.625977
	Iteration 45Q: 3 clusters Score -1157145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1157144.000000 Penalty: 4732.625977
	Iteration 46Q: 3 clusters Score -1157144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1157144.000000 Penalty: 4732.625977
	Iteration 47F: 3 clusters Score -1157144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (37401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Entering Unmasked Estep 
Score: -3121184.500000 Penalty: 2611.304199
	Iteration 0F: 2 clusters Score -3121184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3095786.500000 Penalty: 5222.608398
	Iteration 0F: 3 clusters Score -3095786 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3105013.250000 Penalty: 5222.608398
	Iteration 1F: 3 clusters Score -3105013 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3105491.000000 Penalty: 5222.608398
	Iteration 2Q: 3 clusters Score -3105491 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3105923.750000 Penalty: 5222.608398
	Iteration 3Q: 3 clusters Score -3105924 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3106389.750000 Penalty: 5222.608398
	Iteration 4Q: 3 clusters Score -3106390 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3106877.000000 Penalty: 5222.608398
	Iteration 5Q: 3 clusters Score -3106877 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3107384.000000 Penalty: 5222.608398
	Iteration 6Q: 3 clusters Score -3107384 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3108057.000000 Penalty: 5222.608398
	Iteration 7Q: 3 clusters Score -3108057 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3108829.500000 Penalty: 5222.608398
	Iteration 8Q: 3 clusters Score -3108830 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3109773.250000 Penalty: 5222.608398
	Iteration 9F: 3 clusters Score -3109773 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3110856.000000 Penalty: 5222.608398
	Iteration 10F: 3 clusters Score -3110856 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3111983.750000 Penalty: 5222.608398
	Iteration 11F: 3 clusters Score -3111984 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3113110.500000 Penalty: 5222.608398
	Iteration 12F: 3 clusters Score -3113110 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3114253.500000 Penalty: 5222.608398
	Iteration 13Q: 3 clusters Score -3114254 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -3115207.500000 Penalty: 5222.608398
	Iteration 14Q: 3 clusters Score -3115208 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3116150.000000 Penalty: 5222.608398
	Iteration 15Q: 3 clusters Score -3116150 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -3116989.250000 Penalty: 5222.608398
	Iteration 16Q: 3 clusters Score -3116989 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -3117711.500000 Penalty: 5222.608398
	Iteration 17Q: 3 clusters Score -3117712 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3118237.750000 Penalty: 5222.608398
	Iteration 18Q: 3 clusters Score -3118238 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -3118580.250000 Penalty: 5222.608398
	Iteration 19Q: 3 clusters Score -3118580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -3118778.750000 Penalty: 5222.608398
	Iteration 20F: 3 clusters Score -3118779 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3118932.750000 Penalty: 5222.608398
	Iteration 21Q: 3 clusters Score -3118933 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3119017.750000 Penalty: 5222.608398
	Iteration 22Q: 3 clusters Score -3119018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -3119065.000000 Penalty: 5222.608398
	Iteration 23Q: 3 clusters Score -3119065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -3119103.000000 Penalty: 5222.608398
	Iteration 24Q: 3 clusters Score -3119103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -3119122.250000 Penalty: 5222.608398
	Iteration 25Q: 3 clusters Score -3119122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3119132.000000 Penalty: 5222.608398
	Iteration 26Q: 3 clusters Score -3119132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -3119134.500000 Penalty: 5222.608398
	Iteration 27Q: 3 clusters Score -3119134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -3119142.250000 Penalty: 5222.608398
	Iteration 28Q: 3 clusters Score -3119142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3119150.500000 Penalty: 5222.608398
	Iteration 29Q: 3 clusters Score -3119150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -3119156.750000 Penalty: 5222.608398
	Iteration 30Q: 3 clusters Score -3119157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -3119159.000000 Penalty: 5222.608398
	Iteration 31Q: 3 clusters Score -3119159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3119162.250000 Penalty: 5222.608398
	Iteration 32Q: 3 clusters Score -3119162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -3119164.500000 Penalty: 5222.608398
	Iteration 33Q: 3 clusters Score -3119164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3119165.250000 Penalty: 5222.608398
	Iteration 34Q: 3 clusters Score -3119165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3119165.250000 Penalty: 5222.608398
	Iteration 35F: 3 clusters Score -3119165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -194831.562500 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -194831.6 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 1178 members 
Entering Unmasked Estep 
Score: -191938.625000 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -191938.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -192626.265625 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -192626.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -192981.765625 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -192981.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -193364.593750 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -193364.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193651.656250 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -193651.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -193837.093750 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -193837.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -193951.546875 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -193951.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -194065.890625 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -194065.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -194151.390625 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -194151.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -194226.093750 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -194226.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194282.109375 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -194282.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194338.500000 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -194338.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -194407.046875 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -194407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -194458.640625 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -194458.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -194503.703125 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -194503.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -194540.515625 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -194540.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -194557.171875 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -194557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194560.625000 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -194560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194562.843750 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -194562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194565.234375 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -194565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -194568.187500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -194568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194568.281250 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -194568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194568.281250 Penalty: 3868.677490
	Iteration 22F: 3 clusters Score -194568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -446446.812500 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -446446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -441544.593750 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -441544.6 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -442784.968750 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -442785 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -443008.531250 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -443008.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -443138.437500 Penalty: 4276.290527
	Iteration 3Q: 3 clusters Score -443138.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -443228.406250 Penalty: 4276.290527
	Iteration 4Q: 3 clusters Score -443228.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -443286.000000 Penalty: 4276.290527
	Iteration 5Q: 3 clusters Score -443286 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -443328.562500 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -443328.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -443357.281250 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -443357.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -443375.468750 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -443375.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -443393.000000 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -443393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -443407.437500 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -443407.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -443422.937500 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -443422.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -443433.062500 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -443433.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -443445.000000 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -443445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -443453.812500 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -443453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -443459.062500 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -443459.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -443465.156250 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -443465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -443468.687500 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -443468.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -443473.687500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -443473.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -443480.093750 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -443480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -443483.312500 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -443483.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -443485.937500 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -443485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -443489.687500 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -443489.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -443494.562500 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -443494.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -443498.843750 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -443498.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -443501.406250 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -443501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -443504.406250 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -443504.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -443507.031250 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -443507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -443509.593750 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -443509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -443509.375000 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -443509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -443510.812500 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -443510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -443511.656250 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -443511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -443510.500000 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -443510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -443511.468750 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -443511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -443512.125000 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -443512.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -443512.125000 Penalty: 4276.290527
	Iteration 35F: 3 clusters Score -443512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Entering Unmasked Estep 
Score: -521068.156250 Penalty: 2175.991211
	Iteration 0F: 2 clusters Score -521068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -515660.968750 Penalty: 4351.982422
	Iteration 0F: 3 clusters Score -515661 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -517122.687500 Penalty: 4351.982422
	Iteration 1F: 3 clusters Score -517122.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -517446.562500 Penalty: 4351.982422
	Iteration 2F: 3 clusters Score -517446.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -517703.375000 Penalty: 4351.982422
	Iteration 3F: 3 clusters Score -517703.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -517892.687500 Penalty: 4351.982422
	Iteration 4Q: 3 clusters Score -517892.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -518048.218750 Penalty: 4351.982422
	Iteration 5Q: 3 clusters Score -518048.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -518170.093750 Penalty: 4351.982422
	Iteration 6Q: 3 clusters Score -518170.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -518263.062500 Penalty: 4351.982422
	Iteration 7Q: 3 clusters Score -518263.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -518354.812500 Penalty: 4351.982422
	Iteration 8Q: 3 clusters Score -518354.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -518442.343750 Penalty: 4351.982422
	Iteration 9Q: 3 clusters Score -518442.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -518513.250000 Penalty: 4351.982422
	Iteration 10Q: 3 clusters Score -518513.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -518588.656250 Penalty: 4351.982422
	Iteration 11Q: 3 clusters Score -518588.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -518649.875000 Penalty: 4351.982422
	Iteration 12Q: 3 clusters Score -518649.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -518699.781250 Penalty: 4351.982422
	Iteration 13Q: 3 clusters Score -518699.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -518749.031250 Penalty: 4351.982422
	Iteration 14Q: 3 clusters Score -518749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -518804.187500 Penalty: 4351.982422
	Iteration 15Q: 3 clusters Score -518804.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -518855.625000 Penalty: 4351.982422
	Iteration 16Q: 3 clusters Score -518855.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -518903.093750 Penalty: 4351.982422
	Iteration 17Q: 3 clusters Score -518903.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -518942.062500 Penalty: 4351.982422
	Iteration 18Q: 3 clusters Score -518942.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -518969.093750 Penalty: 4351.982422
	Iteration 19Q: 3 clusters Score -518969.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -518996.406250 Penalty: 4351.982422
	Iteration 20F: 3 clusters Score -518996.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -519021.750000 Penalty: 4351.982422
	Iteration 21Q: 3 clusters Score -519021.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -519042.937500 Penalty: 4351.982422
	Iteration 22Q: 3 clusters Score -519042.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -519065.312500 Penalty: 4351.982422
	Iteration 23Q: 3 clusters Score -519065.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -519085.875000 Penalty: 4351.982422
	Iteration 24Q: 3 clusters Score -519085.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -519105.625000 Penalty: 4351.982422
	Iteration 25Q: 3 clusters Score -519105.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -519125.281250 Penalty: 4351.982422
	Iteration 26Q: 3 clusters Score -519125.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -519139.875000 Penalty: 4351.982422
	Iteration 27Q: 3 clusters Score -519139.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -519148.437500 Penalty: 4351.982422
	Iteration 28Q: 3 clusters Score -519148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -519153.812500 Penalty: 4351.982422
	Iteration 29Q: 3 clusters Score -519153.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -519163.750000 Penalty: 4351.982422
	Iteration 30Q: 3 clusters Score -519163.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -519171.093750 Penalty: 4351.982422
	Iteration 31Q: 3 clusters Score -519171.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -519180.625000 Penalty: 4351.982422
	Iteration 32Q: 3 clusters Score -519180.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -519189.343750 Penalty: 4351.982422
	Iteration 33Q: 3 clusters Score -519189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -519197.375000 Penalty: 4351.982422
	Iteration 34Q: 3 clusters Score -519197.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -519205.218750 Penalty: 4351.982422
	Iteration 35Q: 3 clusters Score -519205.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -519211.406250 Penalty: 4351.982422
	Iteration 36Q: 3 clusters Score -519211.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -519221.343750 Penalty: 4351.982422
	Iteration 37Q: 3 clusters Score -519221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -519230.406250 Penalty: 4351.982422
	Iteration 38Q: 3 clusters Score -519230.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -519242.156250 Penalty: 4351.982422
	Iteration 39Q: 3 clusters Score -519242.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -519259.593750 Penalty: 4351.982422
	Iteration 40F: 3 clusters Score -519259.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -519273.125000 Penalty: 4351.982422
	Iteration 41Q: 3 clusters Score -519273.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -519287.187500 Penalty: 4351.982422
	Iteration 42Q: 3 clusters Score -519287.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -519304.750000 Penalty: 4351.982422
	Iteration 43Q: 3 clusters Score -519304.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -519319.125000 Penalty: 4351.982422
	Iteration 44Q: 3 clusters Score -519319.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -519338.406250 Penalty: 4351.982422
	Iteration 45Q: 3 clusters Score -519338.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -519354.750000 Penalty: 4351.982422
	Iteration 46Q: 3 clusters Score -519354.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -519374.375000 Penalty: 4351.982422
	Iteration 47Q: 3 clusters Score -519374.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -519401.468750 Penalty: 4351.982422
	Iteration 48Q: 3 clusters Score -519401.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -519423.718750 Penalty: 4351.982422
	Iteration 49Q: 3 clusters Score -519423.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -519445.812500 Penalty: 4351.982422
	Iteration 50Q: 3 clusters Score -519445.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -519468.031250 Penalty: 4351.982422
	Iteration 51Q: 3 clusters Score -519468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -519490.593750 Penalty: 4351.982422
	Iteration 52Q: 3 clusters Score -519490.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -519512.812500 Penalty: 4351.982422
	Iteration 53Q: 3 clusters Score -519512.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -519527.656250 Penalty: 4351.982422
	Iteration 54Q: 3 clusters Score -519527.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -519536.375000 Penalty: 4351.982422
	Iteration 55Q: 3 clusters Score -519536.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -519540.156250 Penalty: 4351.982422
	Iteration 56Q: 3 clusters Score -519540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -519544.218750 Penalty: 4351.982422
	Iteration 57Q: 3 clusters Score -519544.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -519548.406250 Penalty: 4351.982422
	Iteration 58Q: 3 clusters Score -519548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -519551.656250 Penalty: 4351.982422
	Iteration 59Q: 3 clusters Score -519551.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -519556.000000 Penalty: 4351.982422
	Iteration 60F: 3 clusters Score -519556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -519561.093750 Penalty: 4351.982422
	Iteration 61Q: 3 clusters Score -519561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -519563.187500 Penalty: 4351.982422
	Iteration 62Q: 3 clusters Score -519563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -519563.937500 Penalty: 4351.982422
	Iteration 63Q: 3 clusters Score -519563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -519565.468750 Penalty: 4351.982422
	Iteration 64Q: 3 clusters Score -519565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -519565.718750 Penalty: 4351.982422
	Iteration 65Q: 3 clusters Score -519565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -519566.250000 Penalty: 4351.982422
	Iteration 66Q: 3 clusters Score -519566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -519567.562500 Penalty: 4351.982422
	Iteration 67Q: 3 clusters Score -519567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -519568.312500 Penalty: 4351.982422
	Iteration 68Q: 3 clusters Score -519568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -519569.187500 Penalty: 4351.982422
	Iteration 69Q: 3 clusters Score -519569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -519568.312500 Penalty: 4351.982422
	Iteration 70Q: 3 clusters Score -519568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -519569.593750 Penalty: 4351.982422
	Iteration 71Q: 3 clusters Score -519569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -519570.000000 Penalty: 4351.982422
	Iteration 72Q: 3 clusters Score -519570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -519569.375000 Penalty: 4351.982422
	Iteration 73Q: 3 clusters Score -519569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -519569.375000 Penalty: 4351.982422
	Iteration 74F: 3 clusters Score -519569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Entering Unmasked Estep 
Score: -1271325.000000 Penalty: 2387.465332
	Iteration 0F: 2 clusters Score -1271325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1260378.250000 Penalty: 4774.930664
	Iteration 0F: 3 clusters Score -1260378 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1263868.250000 Penalty: 4774.930664
	Iteration 1F: 3 clusters Score -1263868 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1264236.625000 Penalty: 4774.930664
	Iteration 2F: 3 clusters Score -1264237 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1264583.500000 Penalty: 4774.930664
	Iteration 3F: 3 clusters Score -1264584 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1264948.250000 Penalty: 4774.930664
	Iteration 4Q: 3 clusters Score -1264948 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1265335.000000 Penalty: 4774.930664
	Iteration 5Q: 3 clusters Score -1265335 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1265814.375000 Penalty: 4774.930664
	Iteration 6Q: 3 clusters Score -1265814 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1266438.000000 Penalty: 4774.930664
	Iteration 7F: 3 clusters Score -1266438 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1267054.125000 Penalty: 4774.930664
	Iteration 8Q: 3 clusters Score -1267054 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1267622.500000 Penalty: 4774.930664
	Iteration 9Q: 3 clusters Score -1267622 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1268088.000000 Penalty: 4774.930664
	Iteration 10Q: 3 clusters Score -1268088 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1268431.875000 Penalty: 4774.930664
	Iteration 11Q: 3 clusters Score -1268432 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1268690.125000 Penalty: 4774.930664
	Iteration 12Q: 3 clusters Score -1268690 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1268898.875000 Penalty: 4774.930664
	Iteration 13Q: 3 clusters Score -1268899 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1269054.125000 Penalty: 4774.930664
	Iteration 14Q: 3 clusters Score -1269054 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1269184.875000 Penalty: 4774.930664
	Iteration 15Q: 3 clusters Score -1269185 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1269280.000000 Penalty: 4774.930664
	Iteration 16Q: 3 clusters Score -1269280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1269357.625000 Penalty: 4774.930664
	Iteration 17Q: 3 clusters Score -1269358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1269400.500000 Penalty: 4774.930664
	Iteration 18Q: 3 clusters Score -1269400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1269432.000000 Penalty: 4774.930664
	Iteration 19Q: 3 clusters Score -1269432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1269451.625000 Penalty: 4774.930664
	Iteration 20F: 3 clusters Score -1269452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1269463.125000 Penalty: 4774.930664
	Iteration 21Q: 3 clusters Score -1269463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1269470.125000 Penalty: 4774.930664
	Iteration 22Q: 3 clusters Score -1269470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1269474.250000 Penalty: 4774.930664
	Iteration 23Q: 3 clusters Score -1269474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1269479.750000 Penalty: 4774.930664
	Iteration 24Q: 3 clusters Score -1269480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1269483.375000 Penalty: 4774.930664
	Iteration 25Q: 3 clusters Score -1269483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1269483.625000 Penalty: 4774.930664
	Iteration 26Q: 3 clusters Score -1269484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1269485.625000 Penalty: 4774.930664
	Iteration 27Q: 3 clusters Score -1269486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1269492.750000 Penalty: 4774.930664
	Iteration 28Q: 3 clusters Score -1269493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1269495.625000 Penalty: 4774.930664
	Iteration 29Q: 3 clusters Score -1269496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1269501.375000 Penalty: 4774.930664
	Iteration 30Q: 3 clusters Score -1269501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1269505.250000 Penalty: 4774.930664
	Iteration 31Q: 3 clusters Score -1269505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1269509.375000 Penalty: 4774.930664
	Iteration 32Q: 3 clusters Score -1269509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1269512.250000 Penalty: 4774.930664
	Iteration 33Q: 3 clusters Score -1269512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1269513.125000 Penalty: 4774.930664
	Iteration 34Q: 3 clusters Score -1269513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1269513.500000 Penalty: 4774.930664
	Iteration 35Q: 3 clusters Score -1269514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1269519.500000 Penalty: 4774.930664
	Iteration 36Q: 3 clusters Score -1269520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1269521.500000 Penalty: 4774.930664
	Iteration 37Q: 3 clusters Score -1269522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1269529.875000 Penalty: 4774.930664
	Iteration 38Q: 3 clusters Score -1269530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1269530.125000 Penalty: 4774.930664
	Iteration 39Q: 3 clusters Score -1269530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1269531.000000 Penalty: 4774.930664
	Iteration 40F: 3 clusters Score -1269531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1269532.250000 Penalty: 4774.930664
	Iteration 41Q: 3 clusters Score -1269532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1269529.875000 Penalty: 4774.930664
	Iteration 42Q: 3 clusters Score -1269530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1269532.000000 Penalty: 4774.930664
	Iteration 43Q: 3 clusters Score -1269532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1269530.500000 Penalty: 4774.930664
	Iteration 44Q: 3 clusters Score -1269530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1269535.000000 Penalty: 4774.930664
	Iteration 45Q: 3 clusters Score -1269535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1269536.125000 Penalty: 4774.930664
	Iteration 46Q: 3 clusters Score -1269536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1269534.875000 Penalty: 4774.930664
	Iteration 47Q: 3 clusters Score -1269535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1269536.500000 Penalty: 4774.930664
	Iteration 48Q: 3 clusters Score -1269536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1269536.500000 Penalty: 4774.930664
	Iteration 49F: 3 clusters Score -1269536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -98399.289062 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -98399.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96256.851562 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -96256.85 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -96583.039062 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -96583.04 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96692.179688 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -96692.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96746.921875 Penalty: 3543.625977
	Iteration 3Q: 3 clusters Score -96746.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -96788.218750 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -96788.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -96846.242188 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -96846.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96938.109375 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -96938.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -97032.664062 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -97032.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97099.812500 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -97099.81 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97163.906250 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -97163.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97217.023438 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -97217.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -97248.445312 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -97248.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97277.359375 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -97277.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97313.460938 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -97313.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -97341.234375 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -97341.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97350.335938 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -97350.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97353.164062 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -97353.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97357.273438 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -97357.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97364.453125 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -97364.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97387.757812 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -97387.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97406.523438 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -97406.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97418.812500 Penalty: 3543.625977
	Iteration 21Q: 3 clusters Score -97418.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97428.257812 Penalty: 3543.625977
	Iteration 22Q: 3 clusters Score -97428.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97438.546875 Penalty: 3543.625977
	Iteration 23Q: 3 clusters Score -97438.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97444.937500 Penalty: 3543.625977
	Iteration 24Q: 3 clusters Score -97444.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97447.390625 Penalty: 3543.625977
	Iteration 25Q: 3 clusters Score -97447.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97454.218750 Penalty: 3543.625977
	Iteration 26Q: 3 clusters Score -97454.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97460.281250 Penalty: 3543.625977
	Iteration 27Q: 3 clusters Score -97460.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97464.859375 Penalty: 3543.625977
	Iteration 28Q: 3 clusters Score -97464.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97467.828125 Penalty: 3543.625977
	Iteration 29Q: 3 clusters Score -97467.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97468.687500 Penalty: 3543.625977
	Iteration 30Q: 3 clusters Score -97468.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97469.242188 Penalty: 3543.625977
	Iteration 31Q: 3 clusters Score -97469.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97470.421875 Penalty: 3543.625977
	Iteration 32Q: 3 clusters Score -97470.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97470.421875 Penalty: 3543.625977
	Iteration 33F: 3 clusters Score -97470.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -68922.523438 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -68922.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67074.460938 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -67074.46 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67358.453125 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -67358.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67445.484375 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -67445.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67502.296875 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -67502.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67565.187500 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -67565.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67629.062500 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -67629.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67708.718750 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -67708.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67751.156250 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -67751.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67772.773438 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -67772.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67790.164062 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -67790.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67814.375000 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -67814.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67819.929688 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -67819.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67825.421875 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -67825.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67831.281250 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -67831.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67834.562500 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -67834.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67835.218750 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -67835.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67835.218750 Penalty: 3365.090820
	Iteration 16F: 3 clusters Score -67835.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -518953.562500 Penalty: 2204.172119
	Iteration 0F: 2 clusters Score -518953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -513042.343750 Penalty: 4408.344238
	Iteration 0F: 3 clusters Score -513042.3 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -514692.218750 Penalty: 4408.344238
	Iteration 1F: 3 clusters Score -514692.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -515101.000000 Penalty: 4408.344238
	Iteration 2F: 3 clusters Score -515101 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -515449.562500 Penalty: 4408.344238
	Iteration 3F: 3 clusters Score -515449.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -515720.062500 Penalty: 4408.344238
	Iteration 4F: 3 clusters Score -515720.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -515900.656250 Penalty: 4408.344238
	Iteration 5Q: 3 clusters Score -515900.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -516027.781250 Penalty: 4408.344238
	Iteration 6Q: 3 clusters Score -516027.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -516145.406250 Penalty: 4408.344238
	Iteration 7Q: 3 clusters Score -516145.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -516264.937500 Penalty: 4408.344238
	Iteration 8Q: 3 clusters Score -516264.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -516359.968750 Penalty: 4408.344238
	Iteration 9Q: 3 clusters Score -516360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -516425.125000 Penalty: 4408.344238
	Iteration 10Q: 3 clusters Score -516425.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -516490.093750 Penalty: 4408.344238
	Iteration 11Q: 3 clusters Score -516490.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -516559.406250 Penalty: 4408.344238
	Iteration 12Q: 3 clusters Score -516559.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -516617.906250 Penalty: 4408.344238
	Iteration 13Q: 3 clusters Score -516617.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -516671.093750 Penalty: 4408.344238
	Iteration 14Q: 3 clusters Score -516671.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -516723.031250 Penalty: 4408.344238
	Iteration 15Q: 3 clusters Score -516723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -516773.875000 Penalty: 4408.344238
	Iteration 16Q: 3 clusters Score -516773.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -516819.031250 Penalty: 4408.344238
	Iteration 17Q: 3 clusters Score -516819 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -516856.875000 Penalty: 4408.344238
	Iteration 18Q: 3 clusters Score -516856.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -516892.250000 Penalty: 4408.344238
	Iteration 19Q: 3 clusters Score -516892.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -516927.437500 Penalty: 4408.344238
	Iteration 20F: 3 clusters Score -516927.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -516961.687500 Penalty: 4408.344238
	Iteration 21Q: 3 clusters Score -516961.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -516998.375000 Penalty: 4408.344238
	Iteration 22Q: 3 clusters Score -516998.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -517036.593750 Penalty: 4408.344238
	Iteration 23Q: 3 clusters Score -517036.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -517082.750000 Penalty: 4408.344238
	Iteration 24Q: 3 clusters Score -517082.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -517120.875000 Penalty: 4408.344238
	Iteration 25Q: 3 clusters Score -517120.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -517154.531250 Penalty: 4408.344238
	Iteration 26Q: 3 clusters Score -517154.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -517183.750000 Penalty: 4408.344238
	Iteration 27Q: 3 clusters Score -517183.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -517223.031250 Penalty: 4408.344238
	Iteration 28Q: 3 clusters Score -517223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -517254.562500 Penalty: 4408.344238
	Iteration 29Q: 3 clusters Score -517254.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -517279.031250 Penalty: 4408.344238
	Iteration 30Q: 3 clusters Score -517279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -517298.718750 Penalty: 4408.344238
	Iteration 31Q: 3 clusters Score -517298.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -517318.156250 Penalty: 4408.344238
	Iteration 32Q: 3 clusters Score -517318.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -517329.375000 Penalty: 4408.344238
	Iteration 33Q: 3 clusters Score -517329.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -517336.625000 Penalty: 4408.344238
	Iteration 34Q: 3 clusters Score -517336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -517337.718750 Penalty: 4408.344238
	Iteration 35Q: 3 clusters Score -517337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -517339.906250 Penalty: 4408.344238
	Iteration 36Q: 3 clusters Score -517339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -517342.343750 Penalty: 4408.344238
	Iteration 37Q: 3 clusters Score -517342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -517345.875000 Penalty: 4408.344238
	Iteration 38Q: 3 clusters Score -517345.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -517350.468750 Penalty: 4408.344238
	Iteration 39Q: 3 clusters Score -517350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -517354.093750 Penalty: 4408.344238
	Iteration 40F: 3 clusters Score -517354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -517356.750000 Penalty: 4408.344238
	Iteration 41Q: 3 clusters Score -517356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -517358.750000 Penalty: 4408.344238
	Iteration 42Q: 3 clusters Score -517358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -517362.781250 Penalty: 4408.344238
	Iteration 43Q: 3 clusters Score -517362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -517364.250000 Penalty: 4408.344238
	Iteration 44Q: 3 clusters Score -517364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -517364.562500 Penalty: 4408.344238
	Iteration 45Q: 3 clusters Score -517364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -517364.687500 Penalty: 4408.344238
	Iteration 46Q: 3 clusters Score -517364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -517364.968750 Penalty: 4408.344238
	Iteration 47Q: 3 clusters Score -517365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -517364.968750 Penalty: 4408.344238
	Iteration 48F: 3 clusters Score -517365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -95487.523438 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -95487.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -93270.968750 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -93270.97 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -93733.117188 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -93733.12 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -93948.054688 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -93948.05 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -94067.015625 Penalty: 3603.306152
	Iteration 3F: 3 clusters Score -94067.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -94160.585938 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -94160.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -94250.960938 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -94250.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -94345.343750 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -94345.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -94397.070312 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -94397.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94450.226562 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -94450.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -94536.750000 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -94536.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94578.796875 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -94578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94606.734375 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -94606.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -94625.437500 Penalty: 3603.306152
	Iteration 12Q: 3 clusters Score -94625.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -94639.125000 Penalty: 3603.306152
	Iteration 13Q: 3 clusters Score -94639.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -94646.953125 Penalty: 3603.306152
	Iteration 14Q: 3 clusters Score -94646.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -94650.390625 Penalty: 3603.306152
	Iteration 15Q: 3 clusters Score -94650.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -94654.351562 Penalty: 3603.306152
	Iteration 16Q: 3 clusters Score -94654.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -94657.890625 Penalty: 3603.306152
	Iteration 17Q: 3 clusters Score -94657.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -94657.890625 Penalty: 3603.306152
	Iteration 18F: 3 clusters Score -94657.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (12638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Entering Unmasked Estep 
Score: -1052630.000000 Penalty: 2342.227051
	Iteration 0F: 2 clusters Score -1052630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1043252.562500 Penalty: 4684.454102
	Iteration 0F: 3 clusters Score -1043253 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1046199.875000 Penalty: 4684.454102
	Iteration 1F: 3 clusters Score -1046200 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1046561.875000 Penalty: 4684.454102
	Iteration 2F: 3 clusters Score -1046562 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1046806.687500 Penalty: 4684.454102
	Iteration 3Q: 3 clusters Score -1046807 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1046993.750000 Penalty: 4684.454102
	Iteration 4Q: 3 clusters Score -1046994 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1047145.750000 Penalty: 4684.454102
	Iteration 5Q: 3 clusters Score -1047146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1047289.125000 Penalty: 4684.454102
	Iteration 6Q: 3 clusters Score -1047289 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1047459.062500 Penalty: 4684.454102
	Iteration 7Q: 3 clusters Score -1047459 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1047648.500000 Penalty: 4684.454102
	Iteration 8Q: 3 clusters Score -1047648 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1047857.625000 Penalty: 4684.454102
	Iteration 9Q: 3 clusters Score -1047858 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1048138.062500 Penalty: 4684.454102
	Iteration 10Q: 3 clusters Score -1048138 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1048491.000000 Penalty: 4684.454102
	Iteration 11Q: 3 clusters Score -1048491 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1048901.250000 Penalty: 4684.454102
	Iteration 12Q: 3 clusters Score -1048901 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1049303.875000 Penalty: 4684.454102
	Iteration 13Q: 3 clusters Score -1049304 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1049693.125000 Penalty: 4684.454102
	Iteration 14Q: 3 clusters Score -1049693 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1050047.125000 Penalty: 4684.454102
	Iteration 15Q: 3 clusters Score -1050047 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1050342.875000 Penalty: 4684.454102
	Iteration 16Q: 3 clusters Score -1050343 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1050576.625000 Penalty: 4684.454102
	Iteration 17Q: 3 clusters Score -1050577 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1050718.750000 Penalty: 4684.454102
	Iteration 18Q: 3 clusters Score -1050719 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1050805.875000 Penalty: 4684.454102
	Iteration 19Q: 3 clusters Score -1050806 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1050860.250000 Penalty: 4684.454102
	Iteration 20F: 3 clusters Score -1050860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1050895.500000 Penalty: 4684.454102
	Iteration 21Q: 3 clusters Score -1050896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1050912.000000 Penalty: 4684.454102
	Iteration 22Q: 3 clusters Score -1050912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1050932.250000 Penalty: 4684.454102
	Iteration 23Q: 3 clusters Score -1050932 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1050951.250000 Penalty: 4684.454102
	Iteration 24Q: 3 clusters Score -1050951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1050960.375000 Penalty: 4684.454102
	Iteration 25Q: 3 clusters Score -1050960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1050968.125000 Penalty: 4684.454102
	Iteration 26Q: 3 clusters Score -1050968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1050973.625000 Penalty: 4684.454102
	Iteration 27Q: 3 clusters Score -1050974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1050978.500000 Penalty: 4684.454102
	Iteration 28Q: 3 clusters Score -1050978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1050979.875000 Penalty: 4684.454102
	Iteration 29Q: 3 clusters Score -1050980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1050986.375000 Penalty: 4684.454102
	Iteration 30Q: 3 clusters Score -1050986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1050984.875000 Penalty: 4684.454102
	Iteration 31Q: 3 clusters Score -1050985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1050988.875000 Penalty: 4684.454102
	Iteration 32Q: 3 clusters Score -1050989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1050988.750000 Penalty: 4684.454102
	Iteration 33Q: 3 clusters Score -1050989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1050991.875000 Penalty: 4684.454102
	Iteration 34Q: 3 clusters Score -1050992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1050991.875000 Penalty: 4684.454102
	Iteration 35F: 3 clusters Score -1050992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -119850.328125 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -119850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117593.570312 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -117593.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117965.867188 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -117965.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -118090.359375 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -118090.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -118162.835938 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -118162.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -118199.226562 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -118199.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -118223.992188 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -118224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118243.679688 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -118243.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -118253.726562 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -118253.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -118259.523438 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -118259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -118264.585938 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -118264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118267.359375 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -118267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118269.804688 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -118269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118275.421875 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -118275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118277.664062 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -118277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -118280.828125 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -118280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118284.750000 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -118284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -118288.992188 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -118289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -118292.187500 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -118292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118293.078125 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -118293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118293.078125 Penalty: 3631.965088
	Iteration 19F: 3 clusters Score -118293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -139536.875000 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -139536.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136853.437500 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -136853.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -137432.687500 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -137432.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -137620.390625 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -137620.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -137756.484375 Penalty: 3781.326416
	Iteration 3F: 3 clusters Score -137756.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -137935.218750 Penalty: 3781.326416
	Iteration 4F: 3 clusters Score -137935.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -138103.203125 Penalty: 3781.326416
	Iteration 5F: 3 clusters Score -138103.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -138234.515625 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -138234.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -138339.187500 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -138339.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -138395.890625 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -138395.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -138431.921875 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -138431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -138452.531250 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -138452.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -138475.156250 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -138475.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -138488.390625 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -138488.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -138502.125000 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -138502.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -138515.718750 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -138515.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -138529.906250 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -138529.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -138540.390625 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -138540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -138543.531250 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -138543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -138547.531250 Penalty: 3781.326416
	Iteration 18Q: 3 clusters Score -138547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -138547.984375 Penalty: 3781.326416
	Iteration 19Q: 3 clusters Score -138548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -138547.984375 Penalty: 3781.326416
	Iteration 20F: 3 clusters Score -138548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -175313.796875 Penalty: 1907.530884
	Iteration 0F: 2 clusters Score -175313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -172593.812500 Penalty: 3815.061768
	Iteration 0F: 3 clusters Score -172593.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -173078.515625 Penalty: 3815.061768
	Iteration 1F: 3 clusters Score -173078.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -173223.406250 Penalty: 3815.061768
	Iteration 2F: 3 clusters Score -173223.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -173316.562500 Penalty: 3815.061768
	Iteration 3F: 3 clusters Score -173316.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -173385.546875 Penalty: 3815.061768
	Iteration 4Q: 3 clusters Score -173385.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -173447.718750 Penalty: 3815.061768
	Iteration 5Q: 3 clusters Score -173447.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -173507.093750 Penalty: 3815.061768
	Iteration 6Q: 3 clusters Score -173507.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -173568.890625 Penalty: 3815.061768
	Iteration 7Q: 3 clusters Score -173568.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -173619.281250 Penalty: 3815.061768
	Iteration 8Q: 3 clusters Score -173619.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -173670.484375 Penalty: 3815.061768
	Iteration 9Q: 3 clusters Score -173670.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -173711.468750 Penalty: 3815.061768
	Iteration 10Q: 3 clusters Score -173711.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -173752.968750 Penalty: 3815.061768
	Iteration 11Q: 3 clusters Score -173753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -173792.078125 Penalty: 3815.061768
	Iteration 12Q: 3 clusters Score -173792.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -173830.140625 Penalty: 3815.061768
	Iteration 13Q: 3 clusters Score -173830.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -173858.031250 Penalty: 3815.061768
	Iteration 14Q: 3 clusters Score -173858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -173879.031250 Penalty: 3815.061768
	Iteration 15Q: 3 clusters Score -173879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -173897.859375 Penalty: 3815.061768
	Iteration 16Q: 3 clusters Score -173897.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -173913.218750 Penalty: 3815.061768
	Iteration 17Q: 3 clusters Score -173913.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -173928.234375 Penalty: 3815.061768
	Iteration 18Q: 3 clusters Score -173928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -173940.390625 Penalty: 3815.061768
	Iteration 19Q: 3 clusters Score -173940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -173946.015625 Penalty: 3815.061768
	Iteration 20F: 3 clusters Score -173946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -173954.171875 Penalty: 3815.061768
	Iteration 21Q: 3 clusters Score -173954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -173959.359375 Penalty: 3815.061768
	Iteration 22Q: 3 clusters Score -173959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -173962.890625 Penalty: 3815.061768
	Iteration 23Q: 3 clusters Score -173962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -173966.656250 Penalty: 3815.061768
	Iteration 24Q: 3 clusters Score -173966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -173970.281250 Penalty: 3815.061768
	Iteration 25Q: 3 clusters Score -173970.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -173974.796875 Penalty: 3815.061768
	Iteration 26Q: 3 clusters Score -173974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -173978.046875 Penalty: 3815.061768
	Iteration 27Q: 3 clusters Score -173978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -173983.390625 Penalty: 3815.061768
	Iteration 28Q: 3 clusters Score -173983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -173990.046875 Penalty: 3815.061768
	Iteration 29Q: 3 clusters Score -173990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -173997.515625 Penalty: 3815.061768
	Iteration 30Q: 3 clusters Score -173997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -174006.031250 Penalty: 3815.061768
	Iteration 31Q: 3 clusters Score -174006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -174014.718750 Penalty: 3815.061768
	Iteration 32Q: 3 clusters Score -174014.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -174022.171875 Penalty: 3815.061768
	Iteration 33Q: 3 clusters Score -174022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -174026.500000 Penalty: 3815.061768
	Iteration 34Q: 3 clusters Score -174026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -174032.156250 Penalty: 3815.061768
	Iteration 35Q: 3 clusters Score -174032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -174036.828125 Penalty: 3815.061768
	Iteration 36Q: 3 clusters Score -174036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -174042.000000 Penalty: 3815.061768
	Iteration 37Q: 3 clusters Score -174042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -174047.046875 Penalty: 3815.061768
	Iteration 38Q: 3 clusters Score -174047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -174052.625000 Penalty: 3815.061768
	Iteration 39Q: 3 clusters Score -174052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -174054.015625 Penalty: 3815.061768
	Iteration 40F: 3 clusters Score -174054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -174055.312500 Penalty: 3815.061768
	Iteration 41Q: 3 clusters Score -174055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -174055.312500 Penalty: 3815.061768
	Iteration 42F: 3 clusters Score -174055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (12584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Entering Unmasked Estep 
Score: -915126.687500 Penalty: 2341.165039
	Iteration 0F: 2 clusters Score -915126.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -905874.062500 Penalty: 4682.330078
	Iteration 0F: 3 clusters Score -905874.1 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -908849.000000 Penalty: 4682.330078
	Iteration 1F: 3 clusters Score -908849 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -909354.687500 Penalty: 4682.330078
	Iteration 2F: 3 clusters Score -909354.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -909851.375000 Penalty: 4682.330078
	Iteration 3F: 3 clusters Score -909851.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -910314.375000 Penalty: 4682.330078
	Iteration 4F: 3 clusters Score -910314.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -910744.250000 Penalty: 4682.330078
	Iteration 5F: 3 clusters Score -910744.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -911098.312500 Penalty: 4682.330078
	Iteration 6F: 3 clusters Score -911098.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -911333.062500 Penalty: 4682.330078
	Iteration 7Q: 3 clusters Score -911333.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -911531.500000 Penalty: 4682.330078
	Iteration 8Q: 3 clusters Score -911531.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -911676.937500 Penalty: 4682.330078
	Iteration 9Q: 3 clusters Score -911676.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -911803.500000 Penalty: 4682.330078
	Iteration 10Q: 3 clusters Score -911803.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -911929.562500 Penalty: 4682.330078
	Iteration 11Q: 3 clusters Score -911929.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -912037.312500 Penalty: 4682.330078
	Iteration 12Q: 3 clusters Score -912037.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -912134.250000 Penalty: 4682.330078
	Iteration 13Q: 3 clusters Score -912134.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -912206.375000 Penalty: 4682.330078
	Iteration 14Q: 3 clusters Score -912206.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -912268.625000 Penalty: 4682.330078
	Iteration 15Q: 3 clusters Score -912268.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -912321.750000 Penalty: 4682.330078
	Iteration 16Q: 3 clusters Score -912321.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -912370.625000 Penalty: 4682.330078
	Iteration 17Q: 3 clusters Score -912370.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -912416.500000 Penalty: 4682.330078
	Iteration 18Q: 3 clusters Score -912416.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -912457.125000 Penalty: 4682.330078
	Iteration 19Q: 3 clusters Score -912457.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -912496.062500 Penalty: 4682.330078
	Iteration 20F: 3 clusters Score -912496.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -912530.750000 Penalty: 4682.330078
	Iteration 21Q: 3 clusters Score -912530.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -912562.250000 Penalty: 4682.330078
	Iteration 22Q: 3 clusters Score -912562.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -912594.000000 Penalty: 4682.330078
	Iteration 23Q: 3 clusters Score -912594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -912624.500000 Penalty: 4682.330078
	Iteration 24Q: 3 clusters Score -912624.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -912646.437500 Penalty: 4682.330078
	Iteration 25Q: 3 clusters Score -912646.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -912680.062500 Penalty: 4682.330078
	Iteration 26Q: 3 clusters Score -912680.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -912713.625000 Penalty: 4682.330078
	Iteration 27Q: 3 clusters Score -912713.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -912746.375000 Penalty: 4682.330078
	Iteration 28Q: 3 clusters Score -912746.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -912775.812500 Penalty: 4682.330078
	Iteration 29Q: 3 clusters Score -912775.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -912804.937500 Penalty: 4682.330078
	Iteration 30Q: 3 clusters Score -912804.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -912832.750000 Penalty: 4682.330078
	Iteration 31Q: 3 clusters Score -912832.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -912867.437500 Penalty: 4682.330078
	Iteration 32Q: 3 clusters Score -912867.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -912904.375000 Penalty: 4682.330078
	Iteration 33Q: 3 clusters Score -912904.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -912946.250000 Penalty: 4682.330078
	Iteration 34Q: 3 clusters Score -912946.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -912982.875000 Penalty: 4682.330078
	Iteration 35Q: 3 clusters Score -912982.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -913024.625000 Penalty: 4682.330078
	Iteration 36Q: 3 clusters Score -913024.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -913066.687500 Penalty: 4682.330078
	Iteration 37Q: 3 clusters Score -913066.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -913118.125000 Penalty: 4682.330078
	Iteration 38Q: 3 clusters Score -913118.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -913162.125000 Penalty: 4682.330078
	Iteration 39Q: 3 clusters Score -913162.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -913208.125000 Penalty: 4682.330078
	Iteration 40F: 3 clusters Score -913208.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -913240.187500 Penalty: 4682.330078
	Iteration 41Q: 3 clusters Score -913240.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -913273.750000 Penalty: 4682.330078
	Iteration 42Q: 3 clusters Score -913273.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -913314.312500 Penalty: 4682.330078
	Iteration 43Q: 3 clusters Score -913314.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -913352.937500 Penalty: 4682.330078
	Iteration 44Q: 3 clusters Score -913352.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -913394.437500 Penalty: 4682.330078
	Iteration 45Q: 3 clusters Score -913394.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -913429.250000 Penalty: 4682.330078
	Iteration 46Q: 3 clusters Score -913429.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -913454.062500 Penalty: 4682.330078
	Iteration 47Q: 3 clusters Score -913454.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -913479.187500 Penalty: 4682.330078
	Iteration 48Q: 3 clusters Score -913479.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -913504.687500 Penalty: 4682.330078
	Iteration 49Q: 3 clusters Score -913504.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -913529.500000 Penalty: 4682.330078
	Iteration 50Q: 3 clusters Score -913529.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -913546.250000 Penalty: 4682.330078
	Iteration 51Q: 3 clusters Score -913546.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -913564.000000 Penalty: 4682.330078
	Iteration 52Q: 3 clusters Score -913564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -913573.875000 Penalty: 4682.330078
	Iteration 53Q: 3 clusters Score -913573.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -913582.312500 Penalty: 4682.330078
	Iteration 54Q: 3 clusters Score -913582.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -913593.500000 Penalty: 4682.330078
	Iteration 55Q: 3 clusters Score -913593.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -913603.125000 Penalty: 4682.330078
	Iteration 56Q: 3 clusters Score -913603.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -913607.562500 Penalty: 4682.330078
	Iteration 57Q: 3 clusters Score -913607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -913612.562500 Penalty: 4682.330078
	Iteration 58Q: 3 clusters Score -913612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -913615.437500 Penalty: 4682.330078
	Iteration 59Q: 3 clusters Score -913615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -913619.625000 Penalty: 4682.330078
	Iteration 60F: 3 clusters Score -913619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -913621.375000 Penalty: 4682.330078
	Iteration 61Q: 3 clusters Score -913621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -913621.875000 Penalty: 4682.330078
	Iteration 62Q: 3 clusters Score -913621.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -913626.187500 Penalty: 4682.330078
	Iteration 63Q: 3 clusters Score -913626.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -913632.000000 Penalty: 4682.330078
	Iteration 64Q: 3 clusters Score -913632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -913632.062500 Penalty: 4682.330078
	Iteration 65Q: 3 clusters Score -913632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -913636.500000 Penalty: 4682.330078
	Iteration 66Q: 3 clusters Score -913636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -913638.375000 Penalty: 4682.330078
	Iteration 67Q: 3 clusters Score -913638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -913642.437500 Penalty: 4682.330078
	Iteration 68Q: 3 clusters Score -913642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -913645.312500 Penalty: 4682.330078
	Iteration 69Q: 3 clusters Score -913645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -913646.000000 Penalty: 4682.330078
	Iteration 70Q: 3 clusters Score -913646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -913646.875000 Penalty: 4682.330078
	Iteration 71Q: 3 clusters Score -913646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -913651.000000 Penalty: 4682.330078
	Iteration 72Q: 3 clusters Score -913651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -913650.500000 Penalty: 4682.330078
	Iteration 73Q: 3 clusters Score -913650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -913649.750000 Penalty: 4682.330078
	Iteration 74Q: 3 clusters Score -913649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -913650.312500 Penalty: 4682.330078
	Iteration 75Q: 3 clusters Score -913650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -913651.750000 Penalty: 4682.330078
	Iteration 76Q: 3 clusters Score -913651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -913656.812500 Penalty: 4682.330078
	Iteration 77Q: 3 clusters Score -913656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -913660.437500 Penalty: 4682.330078
	Iteration 78Q: 3 clusters Score -913660.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -913661.312500 Penalty: 4682.330078
	Iteration 79Q: 3 clusters Score -913661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -913662.625000 Penalty: 4682.330078
	Iteration 80F: 3 clusters Score -913662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -913668.312500 Penalty: 4682.330078
	Iteration 81Q: 3 clusters Score -913668.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -913670.937500 Penalty: 4682.330078
	Iteration 82Q: 3 clusters Score -913670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -913671.187500 Penalty: 4682.330078
	Iteration 83Q: 3 clusters Score -913671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -913673.312500 Penalty: 4682.330078
	Iteration 84Q: 3 clusters Score -913673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -913673.812500 Penalty: 4682.330078
	Iteration 85Q: 3 clusters Score -913673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -913674.937500 Penalty: 4682.330078
	Iteration 86Q: 3 clusters Score -913674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -913677.375000 Penalty: 4682.330078
	Iteration 87Q: 3 clusters Score -913677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -913684.125000 Penalty: 4682.330078
	Iteration 88Q: 3 clusters Score -913684.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -913690.937500 Penalty: 4682.330078
	Iteration 89Q: 3 clusters Score -913690.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -913697.250000 Penalty: 4682.330078
	Iteration 90Q: 3 clusters Score -913697.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -913705.375000 Penalty: 4682.330078
	Iteration 91Q: 3 clusters Score -913705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -913712.125000 Penalty: 4682.330078
	Iteration 92Q: 3 clusters Score -913712.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -913715.375000 Penalty: 4682.330078
	Iteration 93Q: 3 clusters Score -913715.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -913718.250000 Penalty: 4682.330078
	Iteration 94Q: 3 clusters Score -913718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -913726.687500 Penalty: 4682.330078
	Iteration 95Q: 3 clusters Score -913726.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -913733.500000 Penalty: 4682.330078
	Iteration 96Q: 3 clusters Score -913733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -913738.562500 Penalty: 4682.330078
	Iteration 97Q: 3 clusters Score -913738.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -913743.562500 Penalty: 4682.330078
	Iteration 98Q: 3 clusters Score -913743.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -913747.000000 Penalty: 4682.330078
	Iteration 99Q: 3 clusters Score -913747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -913751.750000 Penalty: 4682.330078
	Iteration 100F: 3 clusters Score -913751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -913750.812500 Penalty: 4682.330078
	Iteration 101Q: 3 clusters Score -913750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -913752.312500 Penalty: 4682.330078
	Iteration 102Q: 3 clusters Score -913752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -913753.437500 Penalty: 4682.330078
	Iteration 103Q: 3 clusters Score -913753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -913755.687500 Penalty: 4682.330078
	Iteration 104Q: 3 clusters Score -913755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -913756.062500 Penalty: 4682.330078
	Iteration 105Q: 3 clusters Score -913756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -913759.812500 Penalty: 4682.330078
	Iteration 106Q: 3 clusters Score -913759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -913759.812500 Penalty: 4682.330078
	Iteration 107Q: 3 clusters Score -913759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -913761.437500 Penalty: 4682.330078
	Iteration 108Q: 3 clusters Score -913761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -913762.937500 Penalty: 4682.330078
	Iteration 109Q: 3 clusters Score -913762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -913762.562500 Penalty: 4682.330078
	Iteration 110Q: 3 clusters Score -913762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -913762.500000 Penalty: 4682.330078
	Iteration 111Q: 3 clusters Score -913762.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -913764.187500 Penalty: 4682.330078
	Iteration 112Q: 3 clusters Score -913764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -913766.625000 Penalty: 4682.330078
	Iteration 113Q: 3 clusters Score -913766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -913766.437500 Penalty: 4682.330078
	Iteration 114Q: 3 clusters Score -913766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -913766.437500 Penalty: 4682.330078
	Iteration 115F: 3 clusters Score -913766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (15725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Entering Unmasked Estep 
Score: -1301382.125000 Penalty: 2396.425781
	Iteration 0F: 2 clusters Score -1301382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1289945.875000 Penalty: 4792.851562
	Iteration 0F: 3 clusters Score -1289946 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1293600.000000 Penalty: 4792.851562
	Iteration 1F: 3 clusters Score -1293600 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1294026.750000 Penalty: 4792.851562
	Iteration 2F: 3 clusters Score -1294027 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1294469.125000 Penalty: 4792.851562
	Iteration 3F: 3 clusters Score -1294469 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1294943.500000 Penalty: 4792.851562
	Iteration 4F: 3 clusters Score -1294944 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1295488.875000 Penalty: 4792.851562
	Iteration 5F: 3 clusters Score -1295489 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1295990.000000 Penalty: 4792.851562
	Iteration 6F: 3 clusters Score -1295990 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1296428.875000 Penalty: 4792.851562
	Iteration 7Q: 3 clusters Score -1296429 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1296809.375000 Penalty: 4792.851562
	Iteration 8Q: 3 clusters Score -1296809 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1297133.250000 Penalty: 4792.851562
	Iteration 9Q: 3 clusters Score -1297133 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1297408.875000 Penalty: 4792.851562
	Iteration 10Q: 3 clusters Score -1297409 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1297654.000000 Penalty: 4792.851562
	Iteration 11Q: 3 clusters Score -1297654 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1297856.125000 Penalty: 4792.851562
	Iteration 12Q: 3 clusters Score -1297856 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1298015.375000 Penalty: 4792.851562
	Iteration 13Q: 3 clusters Score -1298015 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1298149.375000 Penalty: 4792.851562
	Iteration 14Q: 3 clusters Score -1298149 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1298302.875000 Penalty: 4792.851562
	Iteration 15Q: 3 clusters Score -1298303 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1298470.250000 Penalty: 4792.851562
	Iteration 16Q: 3 clusters Score -1298470 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1298614.750000 Penalty: 4792.851562
	Iteration 17Q: 3 clusters Score -1298615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1298730.625000 Penalty: 4792.851562
	Iteration 18Q: 3 clusters Score -1298731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1298801.000000 Penalty: 4792.851562
	Iteration 19Q: 3 clusters Score -1298801 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1298870.375000 Penalty: 4792.851562
	Iteration 20F: 3 clusters Score -1298870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1298923.625000 Penalty: 4792.851562
	Iteration 21Q: 3 clusters Score -1298924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1298973.625000 Penalty: 4792.851562
	Iteration 22Q: 3 clusters Score -1298974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1299030.375000 Penalty: 4792.851562
	Iteration 23Q: 3 clusters Score -1299030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1299074.375000 Penalty: 4792.851562
	Iteration 24Q: 3 clusters Score -1299074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1299114.500000 Penalty: 4792.851562
	Iteration 25Q: 3 clusters Score -1299114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1299144.750000 Penalty: 4792.851562
	Iteration 26Q: 3 clusters Score -1299145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1299169.625000 Penalty: 4792.851562
	Iteration 27Q: 3 clusters Score -1299170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1299198.250000 Penalty: 4792.851562
	Iteration 28Q: 3 clusters Score -1299198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1299226.500000 Penalty: 4792.851562
	Iteration 29Q: 3 clusters Score -1299226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1299243.625000 Penalty: 4792.851562
	Iteration 30Q: 3 clusters Score -1299244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1299263.750000 Penalty: 4792.851562
	Iteration 31Q: 3 clusters Score -1299264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1299275.375000 Penalty: 4792.851562
	Iteration 32Q: 3 clusters Score -1299275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1299289.750000 Penalty: 4792.851562
	Iteration 33Q: 3 clusters Score -1299290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1299297.875000 Penalty: 4792.851562
	Iteration 34Q: 3 clusters Score -1299298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1299309.750000 Penalty: 4792.851562
	Iteration 35Q: 3 clusters Score -1299310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1299314.625000 Penalty: 4792.851562
	Iteration 36Q: 3 clusters Score -1299315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1299326.000000 Penalty: 4792.851562
	Iteration 37Q: 3 clusters Score -1299326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1299337.250000 Penalty: 4792.851562
	Iteration 38Q: 3 clusters Score -1299337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1299338.000000 Penalty: 4792.851562
	Iteration 39Q: 3 clusters Score -1299338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1299352.875000 Penalty: 4792.851562
	Iteration 40F: 3 clusters Score -1299353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1299357.875000 Penalty: 4792.851562
	Iteration 41Q: 3 clusters Score -1299358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1299365.750000 Penalty: 4792.851562
	Iteration 42Q: 3 clusters Score -1299366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1299374.375000 Penalty: 4792.851562
	Iteration 43Q: 3 clusters Score -1299374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1299378.125000 Penalty: 4792.851562
	Iteration 44Q: 3 clusters Score -1299378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1299380.250000 Penalty: 4792.851562
	Iteration 45Q: 3 clusters Score -1299380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1299385.000000 Penalty: 4792.851562
	Iteration 46Q: 3 clusters Score -1299385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1299389.625000 Penalty: 4792.851562
	Iteration 47Q: 3 clusters Score -1299390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1299395.000000 Penalty: 4792.851562
	Iteration 48Q: 3 clusters Score -1299395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1299398.125000 Penalty: 4792.851562
	Iteration 49Q: 3 clusters Score -1299398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1299401.375000 Penalty: 4792.851562
	Iteration 50Q: 3 clusters Score -1299401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1299405.625000 Penalty: 4792.851562
	Iteration 51Q: 3 clusters Score -1299406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1299412.875000 Penalty: 4792.851562
	Iteration 52Q: 3 clusters Score -1299413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1299417.750000 Penalty: 4792.851562
	Iteration 53Q: 3 clusters Score -1299418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1299427.250000 Penalty: 4792.851562
	Iteration 54Q: 3 clusters Score -1299427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1299429.125000 Penalty: 4792.851562
	Iteration 55Q: 3 clusters Score -1299429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1299429.375000 Penalty: 4792.851562
	Iteration 56Q: 3 clusters Score -1299429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1299429.125000 Penalty: 4792.851562
	Iteration 57Q: 3 clusters Score -1299429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1299434.000000 Penalty: 4792.851562
	Iteration 58Q: 3 clusters Score -1299434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1299441.875000 Penalty: 4792.851562
	Iteration 59Q: 3 clusters Score -1299442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1299448.000000 Penalty: 4792.851562
	Iteration 60F: 3 clusters Score -1299448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1299457.000000 Penalty: 4792.851562
	Iteration 61Q: 3 clusters Score -1299457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1299465.000000 Penalty: 4792.851562
	Iteration 62Q: 3 clusters Score -1299465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1299467.250000 Penalty: 4792.851562
	Iteration 63Q: 3 clusters Score -1299467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1299476.250000 Penalty: 4792.851562
	Iteration 64Q: 3 clusters Score -1299476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1299479.000000 Penalty: 4792.851562
	Iteration 65Q: 3 clusters Score -1299479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1299482.375000 Penalty: 4792.851562
	Iteration 66Q: 3 clusters Score -1299482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1299482.000000 Penalty: 4792.851562
	Iteration 67Q: 3 clusters Score -1299482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1299483.750000 Penalty: 4792.851562
	Iteration 68Q: 3 clusters Score -1299484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1299484.125000 Penalty: 4792.851562
	Iteration 69Q: 3 clusters Score -1299484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1299488.125000 Penalty: 4792.851562
	Iteration 70Q: 3 clusters Score -1299488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1299491.750000 Penalty: 4792.851562
	Iteration 71Q: 3 clusters Score -1299492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1299494.125000 Penalty: 4792.851562
	Iteration 72Q: 3 clusters Score -1299494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1299497.250000 Penalty: 4792.851562
	Iteration 73Q: 3 clusters Score -1299497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1299498.500000 Penalty: 4792.851562
	Iteration 74Q: 3 clusters Score -1299498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1299501.625000 Penalty: 4792.851562
	Iteration 75Q: 3 clusters Score -1299502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1299503.500000 Penalty: 4792.851562
	Iteration 76Q: 3 clusters Score -1299504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1299502.500000 Penalty: 4792.851562
	Iteration 77Q: 3 clusters Score -1299502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1299502.500000 Penalty: 4792.851562
	Iteration 78F: 3 clusters Score -1299502 nChanged 0
20->60 Clusters: Score -51172308.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 657721 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 32855 members 
Mstep: Class 3 contains 32658 members 
Mstep: Class 4 contains 33025 members 
Mstep: Class 5 contains 32803 members 
Mstep: Class 6 contains 32928 members 
Mstep: Class 7 contains 32976 members 
Mstep: Class 8 contains 32848 members 
Mstep: Class 9 contains 32847 members 
Mstep: Class 10 contains 32653 members 
Mstep: Class 11 contains 32795 members 
Mstep: Class 12 contains 32990 members 
Mstep: Class 13 contains 32945 members 
Mstep: Class 14 contains 33165 members 
Mstep: Class 15 contains 32572 members 
Mstep: Class 16 contains 33080 members 
Mstep: Class 17 contains 32907 members 
Mstep: Class 18 contains 32793 members 
Mstep: Class 19 contains 32921 members 
Mstep: Class 20 contains 32936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 801.076111 but Gain 3322.343750
Score: -45065056.000000 Penalty: 63124.476562
Iteration 0F: 20 clusters Score -4.506506e+07 nChanged 619647
Entering Unmasked Mstep 
Mstep: Class 0 contains 712 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 25298 members 
Mstep: Class 3 contains 19902 members 
Mstep: Class 4 contains 32040 members 
Mstep: Class 6 contains 25131 members 
Mstep: Class 7 contains 16800 members 
Mstep: Class 8 contains 23919 members 
Mstep: Class 9 contains 41235 members 
Mstep: Class 10 contains 50498 members 
Mstep: Class 11 contains 28851 members 
Mstep: Class 12 contains 35836 members 
Mstep: Class 13 contains 37327 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 70667 members 
Mstep: Class 16 contains 45468 members 
Mstep: Class 17 contains 26641 members 
Mstep: Class 18 contains 36568 members 
Mstep: Class 19 contains 39770 members 
Mstep: Class 20 contains 33782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47773704.000000 Penalty: 63124.476562
Iteration 1F: 20 clusters Score -4.77737e+07 nChanged 288116
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 26451 members 
Mstep: Class 3 contains 15878 members 
Mstep: Class 4 contains 33481 members 
Mstep: Class 6 contains 22308 members 
Mstep: Class 7 contains 12469 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 24320 members 
Mstep: Class 10 contains 67022 members 
Mstep: Class 11 contains 26522 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 33732 members 
Mstep: Class 14 contains 31029 members 
Mstep: Class 15 contains 57794 members 
Mstep: Class 16 contains 66590 members 
Mstep: Class 17 contains 36455 members 
Mstep: Class 18 contains 37968 members 
Mstep: Class 19 contains 54620 members 
Mstep: Class 20 contains 24727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48897372.000000 Penalty: 63124.476562
Iteration 2F: 20 clusters Score -4.889737e+07 nChanged 217493
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 29856 members 
Mstep: Class 3 contains 15303 members 
Mstep: Class 4 contains 25551 members 
Mstep: Class 6 contains 23921 members 
Mstep: Class 7 contains 9098 members 
Mstep: Class 8 contains 13656 members 
Mstep: Class 9 contains 16086 members 
Mstep: Class 10 contains 52829 members 
Mstep: Class 11 contains 16596 members 
Mstep: Class 12 contains 18798 members 
Mstep: Class 13 contains 24510 members 
Mstep: Class 14 contains 23882 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 16 contains 87057 members 
Mstep: Class 17 contains 45459 members 
Mstep: Class 18 contains 45813 members 
Mstep: Class 19 contains 95013 members 
Mstep: Class 20 contains 13520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49652116.000000 Penalty: 63124.476562
Iteration 3F: 20 clusters Score -4.965212e+07 nChanged 157665
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 30951 members 
Mstep: Class 3 contains 16246 members 
Mstep: Class 4 contains 16930 members 
Mstep: Class 6 contains 27650 members 
Mstep: Class 7 contains 6297 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 13255 members 
Mstep: Class 10 contains 34269 members 
Mstep: Class 11 contains 9484 members 
Mstep: Class 12 contains 8208 members 
Mstep: Class 13 contains 15999 members 
Mstep: Class 14 contains 23031 members 
Mstep: Class 15 contains 40850 members 
Mstep: Class 16 contains 104755 members 
Mstep: Class 17 contains 63092 members 
Mstep: Class 18 contains 56081 members 
Mstep: Class 19 contains 115174 members 
Mstep: Class 20 contains 6999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50074028.000000 Penalty: 63124.476562
Iteration 4F: 20 clusters Score -5.007403e+07 nChanged 103317
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 62606 members 
Mstep: Class 2 contains 24572 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 11019 members 
Mstep: Class 6 contains 31173 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 26283 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 26536 members 
Mstep: Class 15 contains 33551 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 84077 members 
Mstep: Class 18 contains 64570 members 
Mstep: Class 19 contains 111123 members 
Mstep: Class 20 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50287804.000000 Penalty: 63124.476562
Iteration 5F: 20 clusters Score -5.02878e+07 nChanged 68959
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 19494 members 
Mstep: Class 3 contains 13689 members 
Mstep: Class 4 contains 7637 members 
Mstep: Class 6 contains 33727 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 11025 members 
Mstep: Class 9 contains 10926 members 
Mstep: Class 10 contains 20436 members 
Mstep: Class 11 contains 8308 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 10414 members 
Mstep: Class 14 contains 28946 members 
Mstep: Class 15 contains 31605 members 
Mstep: Class 16 contains 108587 members 
Mstep: Class 17 contains 94129 members 
Mstep: Class 18 contains 72612 members 
Mstep: Class 19 contains 104111 members 
Mstep: Class 20 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50471080.000000 Penalty: 63124.476562
Iteration 6F: 20 clusters Score -5.047108e+07 nChanged 50383
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 16099 members 
Mstep: Class 3 contains 12963 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 6 contains 33713 members 
Mstep: Class 7 contains 8495 members 
Mstep: Class 8 contains 10816 members 
Mstep: Class 9 contains 10212 members 
Mstep: Class 10 contains 14418 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 6435 members 
Mstep: Class 13 contains 8174 members 
Mstep: Class 14 contains 32139 members 
Mstep: Class 15 contains 34659 members 
Mstep: Class 16 contains 103938 members 
Mstep: Class 17 contains 97589 members 
Mstep: Class 18 contains 74607 members 
Mstep: Class 19 contains 104291 members 
Mstep: Class 20 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50558768.000000 Penalty: 63124.476562
Iteration 7F: 20 clusters Score -5.055877e+07 nChanged 40052
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 13112 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 6 contains 31697 members 
Mstep: Class 7 contains 9633 members 
Mstep: Class 8 contains 10526 members 
Mstep: Class 9 contains 9466 members 
Mstep: Class 10 contains 10070 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 35831 members 
Mstep: Class 15 contains 35778 members 
Mstep: Class 16 contains 97269 members 
Mstep: Class 17 contains 99873 members 
Mstep: Class 18 contains 74651 members 
Mstep: Class 19 contains 103539 members 
Mstep: Class 20 contains 6128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50627348.000000 Penalty: 63124.476562
Iteration 8F: 20 clusters Score -5.062735e+07 nChanged 33055
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 12543 members 
Mstep: Class 3 contains 13653 members 
Mstep: Class 4 contains 8960 members 
Mstep: Class 6 contains 28798 members 
Mstep: Class 7 contains 9940 members 
Mstep: Class 8 contains 10292 members 
Mstep: Class 9 contains 8669 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 18249 members 
Mstep: Class 12 contains 9599 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 39350 members 
Mstep: Class 15 contains 34996 members 
Mstep: Class 16 contains 90371 members 
Mstep: Class 17 contains 101444 members 
Mstep: Class 18 contains 74171 members 
Mstep: Class 19 contains 101007 members 
Mstep: Class 20 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50668484.000000 Penalty: 63124.476562
Iteration 9F: 20 clusters Score -5.066848e+07 nChanged 26002
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 11585 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 6 contains 26432 members 
Mstep: Class 7 contains 9863 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 7632 members 
Mstep: Class 11 contains 21361 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 13 contains 5767 members 
Mstep: Class 14 contains 42342 members 
Mstep: Class 15 contains 32742 members 
Mstep: Class 16 contains 85048 members 
Mstep: Class 17 contains 102433 members 
Mstep: Class 18 contains 73564 members 
Mstep: Class 19 contains 98123 members 
Mstep: Class 20 contains 12646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50694464.000000 Penalty: 63124.476562
Iteration 10Q: 20 clusters Score -5.069446e+07 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 10929 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 11315 members 
Mstep: Class 6 contains 24455 members 
Mstep: Class 7 contains 9815 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 7281 members 
Mstep: Class 11 contains 24512 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 5535 members 
Mstep: Class 14 contains 44910 members 
Mstep: Class 15 contains 29911 members 
Mstep: Class 16 contains 81536 members 
Mstep: Class 17 contains 103193 members 
Mstep: Class 18 contains 73094 members 
Mstep: Class 19 contains 94944 members 
Mstep: Class 20 contains 15874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50712448.000000 Penalty: 63124.476562
Iteration 11Q: 20 clusters Score -5.071245e+07 nChanged 18013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 10365 members 
Mstep: Class 3 contains 14292 members 
Mstep: Class 4 contains 12377 members 
Mstep: Class 6 contains 22883 members 
Mstep: Class 7 contains 9800 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 27608 members 
Mstep: Class 12 contains 12198 members 
Mstep: Class 13 contains 5399 members 
Mstep: Class 14 contains 47159 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 79263 members 
Mstep: Class 17 contains 103950 members 
Mstep: Class 18 contains 72706 members 
Mstep: Class 19 contains 92091 members 
Mstep: Class 20 contains 18402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50724324.000000 Penalty: 63124.476562
Iteration 12Q: 20 clusters Score -5.072432e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 9878 members 
Mstep: Class 3 contains 14324 members 
Mstep: Class 4 contains 13237 members 
Mstep: Class 6 contains 21700 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 5891 members 
Mstep: Class 11 contains 30779 members 
Mstep: Class 12 contains 12593 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 49164 members 
Mstep: Class 15 contains 23693 members 
Mstep: Class 16 contains 77658 members 
Mstep: Class 17 contains 104567 members 
Mstep: Class 18 contains 72377 members 
Mstep: Class 19 contains 89204 members 
Mstep: Class 20 contains 20806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50734924.000000 Penalty: 63124.476562
Iteration 13Q: 20 clusters Score -5.073492e+07 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 9462 members 
Mstep: Class 3 contains 14284 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 6 contains 20808 members 
Mstep: Class 7 contains 9799 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 33883 members 
Mstep: Class 12 contains 12862 members 
Mstep: Class 13 contains 5320 members 
Mstep: Class 14 contains 50970 members 
Mstep: Class 15 contains 20740 members 
Mstep: Class 16 contains 76485 members 
Mstep: Class 17 contains 105057 members 
Mstep: Class 18 contains 72100 members 
Mstep: Class 19 contains 85975 members 
Mstep: Class 20 contains 23499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50746040.000000 Penalty: 63124.476562
Iteration 14Q: 20 clusters Score -5.074604e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 14206 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 6 contains 20111 members 
Mstep: Class 7 contains 9800 members 
Mstep: Class 8 contains 10008 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 4195 members 
Mstep: Class 11 contains 36842 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 52609 members 
Mstep: Class 15 contains 18286 members 
Mstep: Class 16 contains 75552 members 
Mstep: Class 17 contains 105292 members 
Mstep: Class 18 contains 71818 members 
Mstep: Class 19 contains 82245 members 
Mstep: Class 20 contains 26897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50758304.000000 Penalty: 63124.476562
Iteration 15Q: 20 clusters Score -5.07583e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 81997 members 
Mstep: Class 2 contains 8853 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 14655 members 
Mstep: Class 6 contains 19497 members 
Mstep: Class 7 contains 9797 members 
Mstep: Class 8 contains 9992 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 39410 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 53996 members 
Mstep: Class 15 contains 16390 members 
Mstep: Class 16 contains 74817 members 
Mstep: Class 17 contains 105326 members 
Mstep: Class 18 contains 71549 members 
Mstep: Class 19 contains 78984 members 
Mstep: Class 20 contains 30049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3266.332275 but Gain 3322.339844
Score: -50768756.000000 Penalty: 59802.136719
Iteration 16Q: 19 clusters Score -5.076876e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 14830 members 
Mstep: Class 6 contains 18977 members 
Mstep: Class 7 contains 9794 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 11 contains 43961 members 
Mstep: Class 12 contains 13452 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 55086 members 
Mstep: Class 15 contains 15004 members 
Mstep: Class 16 contains 74294 members 
Mstep: Class 17 contains 105333 members 
Mstep: Class 18 contains 71328 members 
Mstep: Class 19 contains 76888 members 
Mstep: Class 20 contains 32115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50780264.000000 Penalty: 59802.136719
Iteration 17Q: 19 clusters Score -5.078026e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 8467 members 
Mstep: Class 3 contains 13959 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 9793 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 6248 members 
Mstep: Class 11 contains 45613 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 55940 members 
Mstep: Class 15 contains 13844 members 
Mstep: Class 16 contains 73952 members 
Mstep: Class 17 contains 105342 members 
Mstep: Class 18 contains 71174 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 33569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50785832.000000 Penalty: 59802.136719
Iteration 18Q: 19 clusters Score -5.078583e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 81790 members 
Mstep: Class 2 contains 8297 members 
Mstep: Class 3 contains 13854 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 6 contains 18379 members 
Mstep: Class 7 contains 9791 members 
Mstep: Class 8 contains 9924 members 
Mstep: Class 9 contains 6265 members 
Mstep: Class 11 contains 46823 members 
Mstep: Class 12 contains 13758 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 56561 members 
Mstep: Class 15 contains 13073 members 
Mstep: Class 16 contains 73719 members 
Mstep: Class 17 contains 105304 members 
Mstep: Class 18 contains 71074 members 
Mstep: Class 19 contains 74099 members 
Mstep: Class 20 contains 34818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50791520.000000 Penalty: 59802.136719
Iteration 19Q: 19 clusters Score -5.079152e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 13790 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 6 contains 18260 members 
Mstep: Class 7 contains 9789 members 
Mstep: Class 8 contains 9905 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 11 contains 47827 members 
Mstep: Class 12 contains 13882 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 57012 members 
Mstep: Class 15 contains 12525 members 
Mstep: Class 16 contains 73535 members 
Mstep: Class 17 contains 105242 members 
Mstep: Class 18 contains 71026 members 
Mstep: Class 19 contains 72923 members 
Mstep: Class 20 contains 35950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50802196.000000 Penalty: 59802.136719
Iteration 20F: 19 clusters Score -5.08022e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 15544 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 11 contains 48935 members 
Mstep: Class 12 contains 14024 members 
Mstep: Class 13 contains 5258 members 
Mstep: Class 14 contains 57291 members 
Mstep: Class 15 contains 11967 members 
Mstep: Class 16 contains 72742 members 
Mstep: Class 17 contains 104345 members 
Mstep: Class 18 contains 70965 members 
Mstep: Class 19 contains 70341 members 
Mstep: Class 20 contains 39410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50809176.000000 Penalty: 59802.136719
Iteration 21Q: 19 clusters Score -5.080918e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 2 contains 7881 members 
Mstep: Class 3 contains 13691 members 
Mstep: Class 4 contains 16087 members 
Mstep: Class 6 contains 18206 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 6341 members 
Mstep: Class 11 contains 49882 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 57353 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 71996 members 
Mstep: Class 17 contains 103855 members 
Mstep: Class 18 contains 70892 members 
Mstep: Class 19 contains 69226 members 
Mstep: Class 20 contains 41135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50811944.000000 Penalty: 59802.136719
Iteration 22Q: 19 clusters Score -5.081194e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 7777 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 16562 members 
Mstep: Class 6 contains 18284 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 9813 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 11 contains 50725 members 
Mstep: Class 12 contains 14303 members 
Mstep: Class 13 contains 5235 members 
Mstep: Class 14 contains 57327 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 71331 members 
Mstep: Class 17 contains 103399 members 
Mstep: Class 18 contains 70847 members 
Mstep: Class 19 contains 68557 members 
Mstep: Class 20 contains 42392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50813692.000000 Penalty: 59802.136719
Iteration 23Q: 19 clusters Score -5.081369e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 13524 members 
Mstep: Class 4 contains 16968 members 
Mstep: Class 6 contains 18384 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 9793 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 51468 members 
Mstep: Class 12 contains 14409 members 
Mstep: Class 13 contains 5279 members 
Mstep: Class 14 contains 57242 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 70739 members 
Mstep: Class 17 contains 102820 members 
Mstep: Class 18 contains 70805 members 
Mstep: Class 19 contains 68163 members 
Mstep: Class 20 contains 43496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50815280.000000 Penalty: 59802.136719
Iteration 24Q: 19 clusters Score -5.081528e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 7608 members 
Mstep: Class 3 contains 13456 members 
Mstep: Class 4 contains 17318 members 
Mstep: Class 6 contains 18490 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 9771 members 
Mstep: Class 9 contains 6487 members 
Mstep: Class 11 contains 52123 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 5288 members 
Mstep: Class 14 contains 57108 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 70204 members 
Mstep: Class 17 contains 102102 members 
Mstep: Class 18 contains 70781 members 
Mstep: Class 19 contains 67924 members 
Mstep: Class 20 contains 44599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50816592.000000 Penalty: 59802.136719
Iteration 25Q: 19 clusters Score -5.081659e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 13467 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 6 contains 18578 members 
Mstep: Class 7 contains 9783 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 11 contains 52706 members 
Mstep: Class 12 contains 14667 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 56958 members 
Mstep: Class 15 contains 10536 members 
Mstep: Class 16 contains 69712 members 
Mstep: Class 17 contains 101283 members 
Mstep: Class 18 contains 70731 members 
Mstep: Class 19 contains 67804 members 
Mstep: Class 20 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50817656.000000 Penalty: 59802.136719
Iteration 26Q: 19 clusters Score -5.081766e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 7537 members 
Mstep: Class 3 contains 13472 members 
Mstep: Class 4 contains 17873 members 
Mstep: Class 6 contains 18682 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 11 contains 53204 members 
Mstep: Class 12 contains 14795 members 
Mstep: Class 13 contains 5258 members 
Mstep: Class 14 contains 56795 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 69295 members 
Mstep: Class 17 contains 100201 members 
Mstep: Class 18 contains 70697 members 
Mstep: Class 19 contains 67747 members 
Mstep: Class 20 contains 46900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50818360.000000 Penalty: 59802.136719
Iteration 27Q: 19 clusters Score -5.081836e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 13472 members 
Mstep: Class 4 contains 18083 members 
Mstep: Class 6 contains 18812 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9769 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 11 contains 53635 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 56663 members 
Mstep: Class 15 contains 10326 members 
Mstep: Class 16 contains 68941 members 
Mstep: Class 17 contains 98847 members 
Mstep: Class 18 contains 70668 members 
Mstep: Class 19 contains 67713 members 
Mstep: Class 20 contains 48334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50819656.000000 Penalty: 59802.136719
Iteration 28Q: 19 clusters Score -5.081966e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 13481 members 
Mstep: Class 4 contains 18272 members 
Mstep: Class 6 contains 18944 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 9764 members 
Mstep: Class 9 contains 6548 members 
Mstep: Class 11 contains 54045 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 56574 members 
Mstep: Class 15 contains 10236 members 
Mstep: Class 16 contains 68612 members 
Mstep: Class 17 contains 97215 members 
Mstep: Class 18 contains 70632 members 
Mstep: Class 19 contains 67693 members 
Mstep: Class 20 contains 49995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50821264.000000 Penalty: 59802.136719
Iteration 29Q: 19 clusters Score -5.082126e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77907 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 13491 members 
Mstep: Class 4 contains 18433 members 
Mstep: Class 6 contains 19105 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 6553 members 
Mstep: Class 11 contains 54404 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 56465 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 16 contains 68326 members 
Mstep: Class 17 contains 95414 members 
Mstep: Class 18 contains 70576 members 
Mstep: Class 19 contains 67703 members 
Mstep: Class 20 contains 51786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50822660.000000 Penalty: 59802.136719
Iteration 30Q: 19 clusters Score -5.082266e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 7441 members 
Mstep: Class 3 contains 13495 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 6 contains 19313 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 11 contains 54729 members 
Mstep: Class 12 contains 15203 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 16 contains 68084 members 
Mstep: Class 17 contains 93488 members 
Mstep: Class 18 contains 70538 members 
Mstep: Class 19 contains 67716 members 
Mstep: Class 20 contains 53640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50824256.000000 Penalty: 59802.136719
Iteration 31Q: 19 clusters Score -5.082426e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 13506 members 
Mstep: Class 4 contains 18732 members 
Mstep: Class 6 contains 19557 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 9794 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 11 contains 55011 members 
Mstep: Class 12 contains 15261 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 56265 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 67869 members 
Mstep: Class 17 contains 91609 members 
Mstep: Class 18 contains 70491 members 
Mstep: Class 19 contains 67726 members 
Mstep: Class 20 contains 55425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50825960.000000 Penalty: 59802.136719
Iteration 32Q: 19 clusters Score -5.082596e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 13506 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 6 contains 19876 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 9805 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 11 contains 55283 members 
Mstep: Class 12 contains 15327 members 
Mstep: Class 13 contains 5241 members 
Mstep: Class 14 contains 56139 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 67648 members 
Mstep: Class 17 contains 89946 members 
Mstep: Class 18 contains 70439 members 
Mstep: Class 19 contains 67729 members 
Mstep: Class 20 contains 56962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50827284.000000 Penalty: 59802.136719
Iteration 33Q: 19 clusters Score -5.082728e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 18989 members 
Mstep: Class 6 contains 20218 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9815 members 
Mstep: Class 9 contains 6532 members 
Mstep: Class 11 contains 55544 members 
Mstep: Class 12 contains 15386 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 55992 members 
Mstep: Class 15 contains 9959 members 
Mstep: Class 16 contains 67455 members 
Mstep: Class 17 contains 88447 members 
Mstep: Class 18 contains 70375 members 
Mstep: Class 19 contains 67726 members 
Mstep: Class 20 contains 58341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50828548.000000 Penalty: 59802.136719
Iteration 34Q: 19 clusters Score -5.082855e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 7358 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 19090 members 
Mstep: Class 6 contains 20565 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9826 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 11 contains 55821 members 
Mstep: Class 12 contains 15437 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 14 contains 55836 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 67292 members 
Mstep: Class 17 contains 87190 members 
Mstep: Class 18 contains 70310 members 
Mstep: Class 19 contains 67704 members 
Mstep: Class 20 contains 59515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50829924.000000 Penalty: 59802.136719
Iteration 35Q: 19 clusters Score -5.082992e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 7342 members 
Mstep: Class 3 contains 13426 members 
Mstep: Class 4 contains 19170 members 
Mstep: Class 6 contains 20917 members 
Mstep: Class 7 contains 9776 members 
Mstep: Class 8 contains 9842 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 11 contains 56038 members 
Mstep: Class 12 contains 15490 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 55703 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 67153 members 
Mstep: Class 17 contains 86175 members 
Mstep: Class 18 contains 70245 members 
Mstep: Class 19 contains 67678 members 
Mstep: Class 20 contains 60436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50831224.000000 Penalty: 59802.136719
Iteration 36Q: 19 clusters Score -5.083122e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 13398 members 
Mstep: Class 4 contains 19219 members 
Mstep: Class 6 contains 21297 members 
Mstep: Class 7 contains 9778 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 11 contains 56247 members 
Mstep: Class 12 contains 15525 members 
Mstep: Class 13 contains 5285 members 
Mstep: Class 14 contains 55577 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 67060 members 
Mstep: Class 17 contains 85322 members 
Mstep: Class 18 contains 70174 members 
Mstep: Class 19 contains 67659 members 
Mstep: Class 20 contains 61133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50832340.000000 Penalty: 59802.136719
Iteration 37Q: 19 clusters Score -5.083234e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 7319 members 
Mstep: Class 3 contains 13352 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 6 contains 21653 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9886 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 11 contains 56423 members 
Mstep: Class 12 contains 15560 members 
Mstep: Class 13 contains 5297 members 
Mstep: Class 14 contains 55458 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 66964 members 
Mstep: Class 17 contains 84607 members 
Mstep: Class 18 contains 70107 members 
Mstep: Class 19 contains 67628 members 
Mstep: Class 20 contains 61735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50833428.000000 Penalty: 59802.136719
Iteration 38Q: 19 clusters Score -5.083343e+07 nChanged 2506
Entering ConstructFrom: 
Score: -50833428.000000 Penalty: 59802.136719
Entering ConstructFrom: 
Trying to split cluster 1 (76075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Entering Unmasked Estep 
Score: -6067478.500000 Penalty: 2787.389893
	Iteration 0F: 2 clusters Score -6067478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -6016623.500000 Penalty: 5574.779785
	Iteration 0F: 3 clusters Score -6016624 nChanged 35679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6037191.500000 Penalty: 5574.779785
	Iteration 1F: 3 clusters Score -6037192 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -6038269.000000 Penalty: 5574.779785
	Iteration 2Q: 3 clusters Score -6038269 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -6040030.000000 Penalty: 5574.779785
	Iteration 3Q: 3 clusters Score -6040030 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -6043112.500000 Penalty: 5574.779785
	Iteration 4F: 3 clusters Score -6043112 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -6047766.500000 Penalty: 5574.779785
	Iteration 5F: 3 clusters Score -6047766 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -6053822.000000 Penalty: 5574.779785
	Iteration 6F: 3 clusters Score -6053822 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -6060821.000000 Penalty: 5574.779785
	Iteration 7F: 3 clusters Score -6060821 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -6067101.000000 Penalty: 5574.779785
	Iteration 8F: 3 clusters Score -6067101 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -6071002.500000 Penalty: 5574.779785
	Iteration 9F: 3 clusters Score -6071002 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -6073100.000000 Penalty: 5574.779785
	Iteration 10Q: 3 clusters Score -6073100 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -6074154.500000 Penalty: 5574.779785
	Iteration 11Q: 3 clusters Score -6074154 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -6074817.500000 Penalty: 5574.779785
	Iteration 12Q: 3 clusters Score -6074818 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -6075246.000000 Penalty: 5574.779785
	Iteration 13Q: 3 clusters Score -6075246 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -6075499.000000 Penalty: 5574.779785
	Iteration 14Q: 3 clusters Score -6075499 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6075690.500000 Penalty: 5574.779785
	Iteration 15Q: 3 clusters Score -6075690 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -6075837.000000 Penalty: 5574.779785
	Iteration 16Q: 3 clusters Score -6075837 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -6075939.500000 Penalty: 5574.779785
	Iteration 17Q: 3 clusters Score -6075940 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6076004.000000 Penalty: 5574.779785
	Iteration 18Q: 3 clusters Score -6076004 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6076094.500000 Penalty: 5574.779785
	Iteration 19Q: 3 clusters Score -6076094 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -6076162.500000 Penalty: 5574.779785
	Iteration 20F: 3 clusters Score -6076162 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6076192.500000 Penalty: 5574.779785
	Iteration 21Q: 3 clusters Score -6076192 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6076218.000000 Penalty: 5574.779785
	Iteration 22Q: 3 clusters Score -6076218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -6076214.000000 Penalty: 5574.779785
	Iteration 23Q: 3 clusters Score -6076214 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6076278.500000 Penalty: 5574.779785
	Iteration 24Q: 3 clusters Score -6076278 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6076306.000000 Penalty: 5574.779785
	Iteration 25Q: 3 clusters Score -6076306 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -6076305.500000 Penalty: 5574.779785
	Iteration 26Q: 3 clusters Score -6076306 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -6076332.000000 Penalty: 5574.779785
	Iteration 27Q: 3 clusters Score -6076332 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6076347.000000 Penalty: 5574.779785
	Iteration 28Q: 3 clusters Score -6076347 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -6076364.500000 Penalty: 5574.779785
	Iteration 29Q: 3 clusters Score -6076364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -6076389.000000 Penalty: 5574.779785
	Iteration 30Q: 3 clusters Score -6076389 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -6076404.000000 Penalty: 5574.779785
	Iteration 31Q: 3 clusters Score -6076404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -6076414.500000 Penalty: 5574.779785
	Iteration 32Q: 3 clusters Score -6076414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -6076439.500000 Penalty: 5574.779785
	Iteration 33Q: 3 clusters Score -6076440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6076444.000000 Penalty: 5574.779785
	Iteration 34Q: 3 clusters Score -6076444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -6076461.500000 Penalty: 5574.779785
	Iteration 35Q: 3 clusters Score -6076462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -6076451.000000 Penalty: 5574.779785
	Iteration 36Q: 3 clusters Score -6076451 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -6076472.500000 Penalty: 5574.779785
	Iteration 37Q: 3 clusters Score -6076472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6076488.500000 Penalty: 5574.779785
	Iteration 38Q: 3 clusters Score -6076488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -6076478.500000 Penalty: 5574.779785
	Iteration 39Q: 3 clusters Score -6076478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -6076494.500000 Penalty: 5574.779785
	Iteration 40F: 3 clusters Score -6076494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -6076496.000000 Penalty: 5574.779785
	Iteration 41Q: 3 clusters Score -6076496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -6076482.500000 Penalty: 5574.779785
	Iteration 42Q: 3 clusters Score -6076482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -6076491.000000 Penalty: 5574.779785
	Iteration 43Q: 3 clusters Score -6076491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6076503.500000 Penalty: 5574.779785
	Iteration 44Q: 3 clusters Score -6076504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6076499.500000 Penalty: 5574.779785
	Iteration 45Q: 3 clusters Score -6076500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6076499.000000 Penalty: 5574.779785
	Iteration 46Q: 3 clusters Score -6076499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -6076500.000000 Penalty: 5574.779785
	Iteration 47Q: 3 clusters Score -6076500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -6076497.000000 Penalty: 5574.779785
	Iteration 48Q: 3 clusters Score -6076497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -6076509.000000 Penalty: 5574.779785
	Iteration 49Q: 3 clusters Score -6076509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -6076508.000000 Penalty: 5574.779785
	Iteration 50Q: 3 clusters Score -6076508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -6076507.500000 Penalty: 5574.779785
	Iteration 51Q: 3 clusters Score -6076508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6076506.000000 Penalty: 5574.779785
	Iteration 52Q: 3 clusters Score -6076506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -6076506.000000 Penalty: 5574.779785
	Iteration 53Q: 3 clusters Score -6076506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -6076506.000000 Penalty: 5574.779785
	Iteration 54F: 3 clusters Score -6076506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 13304 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Entering Unmasked Estep 
Score: -50842440.000000 Penalty: 63124.476562
Splitting cluster 1 changes total score from -50833428.000000 to -50842440.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -559180.937500 Penalty: 2206.658936
	Iteration 0F: 2 clusters Score -559180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -553305.000000 Penalty: 4413.317871
	Iteration 0F: 3 clusters Score -553305 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -555653.562500 Penalty: 4413.317871
	Iteration 1F: 3 clusters Score -555653.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -557026.375000 Penalty: 4413.317871
	Iteration 2F: 3 clusters Score -557026.4 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -558578.375000 Penalty: 4413.317871
	Iteration 3F: 3 clusters Score -558578.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -560029.312500 Penalty: 4413.317871
	Iteration 4F: 3 clusters Score -560029.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -560900.062500 Penalty: 4413.317871
	Iteration 5F: 3 clusters Score -560900.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -561662.312500 Penalty: 4413.317871
	Iteration 6F: 3 clusters Score -561662.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -562636.812500 Penalty: 4413.317871
	Iteration 7Q: 3 clusters Score -562636.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -563603.062500 Penalty: 4413.317871
	Iteration 8Q: 3 clusters Score -563603.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -564594.500000 Penalty: 4413.317871
	Iteration 9F: 3 clusters Score -564594.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -565896.062500 Penalty: 4413.317871
	Iteration 10F: 3 clusters Score -565896.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -567546.687500 Penalty: 4413.317871
	Iteration 11F: 3 clusters Score -567546.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -568062.000000 Penalty: 4413.317871
	Iteration 12Q: 3 clusters Score -568062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -568113.812500 Penalty: 4413.317871
	Iteration 13Q: 3 clusters Score -568113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -568120.687500 Penalty: 4413.317871
	Iteration 14Q: 3 clusters Score -568120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -568122.625000 Penalty: 4413.317871
	Iteration 15Q: 3 clusters Score -568122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -568122.312500 Penalty: 4413.317871
	Iteration 16Q: 3 clusters Score -568122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -568122.437500 Penalty: 4413.317871
	Iteration 17Q: 3 clusters Score -568122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -568122.437500 Penalty: 4413.317871
	Iteration 18F: 3 clusters Score -568122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 13304 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Entering Unmasked Estep 
Score: -50850136.000000 Penalty: 66446.820312
Splitting cluster 2 changes total score from -50833428.000000 to -50850136.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (13304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Entering Unmasked Estep 
Score: -1026407.562500 Penalty: 2354.963379
	Iteration 0F: 2 clusters Score -1026408 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 6567 members 
Entering Unmasked Estep 
Score: -1016644.000000 Penalty: 4709.926758
	Iteration 0F: 3 clusters Score -1016644 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1021280.250000 Penalty: 4709.926758
	Iteration 1F: 3 clusters Score -1021280 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1027475.875000 Penalty: 4709.926758
	Iteration 2F: 3 clusters Score -1027476 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1032561.250000 Penalty: 4709.926758
	Iteration 3F: 3 clusters Score -1032561 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1034267.812500 Penalty: 4709.926758
	Iteration 4F: 3 clusters Score -1034268 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1034900.375000 Penalty: 4709.926758
	Iteration 5Q: 3 clusters Score -1034900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1035309.187500 Penalty: 4709.926758
	Iteration 6Q: 3 clusters Score -1035309 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1035577.125000 Penalty: 4709.926758
	Iteration 7Q: 3 clusters Score -1035577 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1035732.250000 Penalty: 4709.926758
	Iteration 8Q: 3 clusters Score -1035732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1035806.875000 Penalty: 4709.926758
	Iteration 9Q: 3 clusters Score -1035807 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1035854.187500 Penalty: 4709.926758
	Iteration 10Q: 3 clusters Score -1035854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1035891.687500 Penalty: 4709.926758
	Iteration 11Q: 3 clusters Score -1035892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1035910.312500 Penalty: 4709.926758
	Iteration 12Q: 3 clusters Score -1035910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1035925.750000 Penalty: 4709.926758
	Iteration 13Q: 3 clusters Score -1035926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1035952.125000 Penalty: 4709.926758
	Iteration 14Q: 3 clusters Score -1035952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1035987.812500 Penalty: 4709.926758
	Iteration 15Q: 3 clusters Score -1035988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1036028.250000 Penalty: 4709.926758
	Iteration 16Q: 3 clusters Score -1036028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1036057.750000 Penalty: 4709.926758
	Iteration 17Q: 3 clusters Score -1036058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1036082.375000 Penalty: 4709.926758
	Iteration 18Q: 3 clusters Score -1036082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1036095.062500 Penalty: 4709.926758
	Iteration 19Q: 3 clusters Score -1036095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1036109.000000 Penalty: 4709.926758
	Iteration 20F: 3 clusters Score -1036109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1036115.375000 Penalty: 4709.926758
	Iteration 21Q: 3 clusters Score -1036115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1036119.937500 Penalty: 4709.926758
	Iteration 22Q: 3 clusters Score -1036120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1036124.187500 Penalty: 4709.926758
	Iteration 23Q: 3 clusters Score -1036124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1036122.000000 Penalty: 4709.926758
	Iteration 24Q: 3 clusters Score -1036122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1036122.625000 Penalty: 4709.926758
	Iteration 25Q: 3 clusters Score -1036123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1036123.062500 Penalty: 4709.926758
	Iteration 26Q: 3 clusters Score -1036123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1036124.250000 Penalty: 4709.926758
	Iteration 27Q: 3 clusters Score -1036124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1036124.250000 Penalty: 4709.926758
	Iteration 28F: 3 clusters Score -1036124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Entering Unmasked Estep 
Score: -50858812.000000 Penalty: 69769.156250
Splitting cluster 3 changes total score from -50833428.000000 to -50858812.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (19325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Entering Unmasked Estep 
Score: -1580008.500000 Penalty: 2447.550537
	Iteration 0F: 2 clusters Score -1580008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1566337.250000 Penalty: 4895.101074
	Iteration 0F: 3 clusters Score -1566337 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1570899.500000 Penalty: 4895.101074
	Iteration 1F: 3 clusters Score -1570900 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1571298.875000 Penalty: 4895.101074
	Iteration 2F: 3 clusters Score -1571299 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1571698.125000 Penalty: 4895.101074
	Iteration 3Q: 3 clusters Score -1571698 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1572126.125000 Penalty: 4895.101074
	Iteration 4Q: 3 clusters Score -1572126 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1572652.750000 Penalty: 4895.101074
	Iteration 5F: 3 clusters Score -1572653 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1573357.625000 Penalty: 4895.101074
	Iteration 6F: 3 clusters Score -1573358 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1574099.750000 Penalty: 4895.101074
	Iteration 7F: 3 clusters Score -1574100 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1574812.375000 Penalty: 4895.101074
	Iteration 8F: 3 clusters Score -1574812 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1575436.625000 Penalty: 4895.101074
	Iteration 9Q: 3 clusters Score -1575437 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1575933.250000 Penalty: 4895.101074
	Iteration 10Q: 3 clusters Score -1575933 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1576299.375000 Penalty: 4895.101074
	Iteration 11Q: 3 clusters Score -1576299 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1576613.625000 Penalty: 4895.101074
	Iteration 12Q: 3 clusters Score -1576614 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1576858.125000 Penalty: 4895.101074
	Iteration 13Q: 3 clusters Score -1576858 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1577080.000000 Penalty: 4895.101074
	Iteration 14Q: 3 clusters Score -1577080 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1577233.625000 Penalty: 4895.101074
	Iteration 15Q: 3 clusters Score -1577234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1577364.875000 Penalty: 4895.101074
	Iteration 16Q: 3 clusters Score -1577365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1577481.125000 Penalty: 4895.101074
	Iteration 17Q: 3 clusters Score -1577481 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1577571.500000 Penalty: 4895.101074
	Iteration 18Q: 3 clusters Score -1577572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1577642.625000 Penalty: 4895.101074
	Iteration 19Q: 3 clusters Score -1577643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1577684.000000 Penalty: 4895.101074
	Iteration 20F: 3 clusters Score -1577684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1577712.000000 Penalty: 4895.101074
	Iteration 21Q: 3 clusters Score -1577712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1577744.000000 Penalty: 4895.101074
	Iteration 22Q: 3 clusters Score -1577744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1577768.625000 Penalty: 4895.101074
	Iteration 23Q: 3 clusters Score -1577769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1577790.750000 Penalty: 4895.101074
	Iteration 24Q: 3 clusters Score -1577791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -1577802.750000 Penalty: 4895.101074
	Iteration 25Q: 3 clusters Score -1577803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1577809.750000 Penalty: 4895.101074
	Iteration 26Q: 3 clusters Score -1577810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1577819.250000 Penalty: 4895.101074
	Iteration 27Q: 3 clusters Score -1577819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1577828.625000 Penalty: 4895.101074
	Iteration 28Q: 3 clusters Score -1577829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1577838.750000 Penalty: 4895.101074
	Iteration 29Q: 3 clusters Score -1577839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1577849.875000 Penalty: 4895.101074
	Iteration 30Q: 3 clusters Score -1577850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1577862.125000 Penalty: 4895.101074
	Iteration 31Q: 3 clusters Score -1577862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1577866.750000 Penalty: 4895.101074
	Iteration 32Q: 3 clusters Score -1577867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1577871.750000 Penalty: 4895.101074
	Iteration 33Q: 3 clusters Score -1577872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1577873.250000 Penalty: 4895.101074
	Iteration 34Q: 3 clusters Score -1577873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1577878.125000 Penalty: 4895.101074
	Iteration 35Q: 3 clusters Score -1577878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1577881.875000 Penalty: 4895.101074
	Iteration 36Q: 3 clusters Score -1577882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1577886.125000 Penalty: 4895.101074
	Iteration 37Q: 3 clusters Score -1577886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1577883.625000 Penalty: 4895.101074
	Iteration 38Q: 3 clusters Score -1577884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1577882.875000 Penalty: 4895.101074
	Iteration 39Q: 3 clusters Score -1577883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1577882.875000 Penalty: 4895.101074
	Iteration 40F: 3 clusters Score -1577883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Entering Unmasked Estep 
Score: -1686783.750000 Penalty: 2480.152344
	Iteration 0F: 2 clusters Score -1686784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1671466.000000 Penalty: 4960.304688
	Iteration 0F: 3 clusters Score -1671466 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1682834.750000 Penalty: 4960.304688
	Iteration 1F: 3 clusters Score -1682835 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1696069.625000 Penalty: 4960.304688
	Iteration 2F: 3 clusters Score -1696070 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1705031.750000 Penalty: 4960.304688
	Iteration 3F: 3 clusters Score -1705032 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1706982.125000 Penalty: 4960.304688
	Iteration 4F: 3 clusters Score -1706982 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1707354.125000 Penalty: 4960.304688
	Iteration 5Q: 3 clusters Score -1707354 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1707454.875000 Penalty: 4960.304688
	Iteration 6Q: 3 clusters Score -1707455 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1707477.875000 Penalty: 4960.304688
	Iteration 7Q: 3 clusters Score -1707478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1707486.875000 Penalty: 4960.304688
	Iteration 8Q: 3 clusters Score -1707487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1707493.125000 Penalty: 4960.304688
	Iteration 9Q: 3 clusters Score -1707493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1707501.750000 Penalty: 4960.304688
	Iteration 10Q: 3 clusters Score -1707502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1707510.000000 Penalty: 4960.304688
	Iteration 11Q: 3 clusters Score -1707510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1707516.375000 Penalty: 4960.304688
	Iteration 12Q: 3 clusters Score -1707516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1707540.000000 Penalty: 4960.304688
	Iteration 13Q: 3 clusters Score -1707540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1707573.875000 Penalty: 4960.304688
	Iteration 14Q: 3 clusters Score -1707574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1707644.875000 Penalty: 4960.304688
	Iteration 15Q: 3 clusters Score -1707645 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1707754.250000 Penalty: 4960.304688
	Iteration 16Q: 3 clusters Score -1707754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1707835.875000 Penalty: 4960.304688
	Iteration 17Q: 3 clusters Score -1707836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1707889.500000 Penalty: 4960.304688
	Iteration 18Q: 3 clusters Score -1707890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1707919.875000 Penalty: 4960.304688
	Iteration 19Q: 3 clusters Score -1707920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1707929.750000 Penalty: 4960.304688
	Iteration 20F: 3 clusters Score -1707930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1707939.125000 Penalty: 4960.304688
	Iteration 21Q: 3 clusters Score -1707939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1707941.625000 Penalty: 4960.304688
	Iteration 22Q: 3 clusters Score -1707942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1707948.750000 Penalty: 4960.304688
	Iteration 23Q: 3 clusters Score -1707949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1707949.875000 Penalty: 4960.304688
	Iteration 24Q: 3 clusters Score -1707950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1707953.875000 Penalty: 4960.304688
	Iteration 25Q: 3 clusters Score -1707954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1707952.375000 Penalty: 4960.304688
	Iteration 26Q: 3 clusters Score -1707952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1707960.125000 Penalty: 4960.304688
	Iteration 27Q: 3 clusters Score -1707960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1707956.625000 Penalty: 4960.304688
	Iteration 28Q: 3 clusters Score -1707957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1707957.125000 Penalty: 4960.304688
	Iteration 29Q: 3 clusters Score -1707957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1707955.875000 Penalty: 4960.304688
	Iteration 30Q: 3 clusters Score -1707956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1707956.625000 Penalty: 4960.304688
	Iteration 31Q: 3 clusters Score -1707957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1707956.625000 Penalty: 4960.304688
	Iteration 32F: 3 clusters Score -1707957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Entering Unmasked Estep 
Score: -50879400.000000 Penalty: 73091.500000
Splitting cluster 6 changes total score from -50833428.000000 to -50879400.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (9779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Entering Unmasked Estep 
Score: -780549.000000 Penalty: 2278.622070
	Iteration 0F: 2 clusters Score -780549 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 4853 members 
Entering Unmasked Estep 
Score: -773029.687500 Penalty: 4557.244141
	Iteration 0F: 3 clusters Score -773029.7 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -775201.000000 Penalty: 4557.244141
	Iteration 1F: 3 clusters Score -775201 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -775553.437500 Penalty: 4557.244141
	Iteration 2F: 3 clusters Score -775553.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -775902.937500 Penalty: 4557.244141
	Iteration 3F: 3 clusters Score -775902.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -776284.687500 Penalty: 4557.244141
	Iteration 4F: 3 clusters Score -776284.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -776783.187500 Penalty: 4557.244141
	Iteration 5F: 3 clusters Score -776783.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -777418.875000 Penalty: 4557.244141
	Iteration 6F: 3 clusters Score -777418.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -778050.687500 Penalty: 4557.244141
	Iteration 7F: 3 clusters Score -778050.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -778557.125000 Penalty: 4557.244141
	Iteration 8F: 3 clusters Score -778557.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -778920.812500 Penalty: 4557.244141
	Iteration 9Q: 3 clusters Score -778920.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -779118.437500 Penalty: 4557.244141
	Iteration 10Q: 3 clusters Score -779118.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -779234.562500 Penalty: 4557.244141
	Iteration 11Q: 3 clusters Score -779234.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -779304.125000 Penalty: 4557.244141
	Iteration 12Q: 3 clusters Score -779304.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -779341.125000 Penalty: 4557.244141
	Iteration 13Q: 3 clusters Score -779341.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -779364.000000 Penalty: 4557.244141
	Iteration 14Q: 3 clusters Score -779364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -779379.000000 Penalty: 4557.244141
	Iteration 15Q: 3 clusters Score -779379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -779393.750000 Penalty: 4557.244141
	Iteration 16Q: 3 clusters Score -779393.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -779405.500000 Penalty: 4557.244141
	Iteration 17Q: 3 clusters Score -779405.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -779417.812500 Penalty: 4557.244141
	Iteration 18Q: 3 clusters Score -779417.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -779429.375000 Penalty: 4557.244141
	Iteration 19Q: 3 clusters Score -779429.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -779441.000000 Penalty: 4557.244141
	Iteration 20F: 3 clusters Score -779441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -779453.125000 Penalty: 4557.244141
	Iteration 21Q: 3 clusters Score -779453.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -779458.625000 Penalty: 4557.244141
	Iteration 22Q: 3 clusters Score -779458.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -779464.000000 Penalty: 4557.244141
	Iteration 23Q: 3 clusters Score -779464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -779472.500000 Penalty: 4557.244141
	Iteration 24Q: 3 clusters Score -779472.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -779479.375000 Penalty: 4557.244141
	Iteration 25Q: 3 clusters Score -779479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -779483.500000 Penalty: 4557.244141
	Iteration 26Q: 3 clusters Score -779483.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -779487.625000 Penalty: 4557.244141
	Iteration 27Q: 3 clusters Score -779487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -779489.812500 Penalty: 4557.244141
	Iteration 28Q: 3 clusters Score -779489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -779493.375000 Penalty: 4557.244141
	Iteration 29Q: 3 clusters Score -779493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -779495.937500 Penalty: 4557.244141
	Iteration 30Q: 3 clusters Score -779495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -779495.562500 Penalty: 4557.244141
	Iteration 31Q: 3 clusters Score -779495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -779494.812500 Penalty: 4557.244141
	Iteration 32Q: 3 clusters Score -779494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -779496.437500 Penalty: 4557.244141
	Iteration 33Q: 3 clusters Score -779496.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -779496.437500 Penalty: 4557.244141
	Iteration 34F: 3 clusters Score -779496.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Entering Unmasked Estep 
Score: -752977.875000 Penalty: 2281.721924
	Iteration 0F: 2 clusters Score -752977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -745531.625000 Penalty: 4563.443848
	Iteration 0F: 3 clusters Score -745531.6 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -750472.625000 Penalty: 4563.443848
	Iteration 1F: 3 clusters Score -750472.6 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -755510.875000 Penalty: 4563.443848
	Iteration 2F: 3 clusters Score -755510.9 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -761812.562500 Penalty: 4563.443848
	Iteration 3F: 3 clusters Score -761812.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -763213.375000 Penalty: 4563.443848
	Iteration 4F: 3 clusters Score -763213.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -763713.625000 Penalty: 4563.443848
	Iteration 5Q: 3 clusters Score -763713.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -764005.062500 Penalty: 4563.443848
	Iteration 6Q: 3 clusters Score -764005.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -764176.937500 Penalty: 4563.443848
	Iteration 7Q: 3 clusters Score -764176.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -764313.437500 Penalty: 4563.443848
	Iteration 8Q: 3 clusters Score -764313.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -764475.625000 Penalty: 4563.443848
	Iteration 9Q: 3 clusters Score -764475.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -764614.062500 Penalty: 4563.443848
	Iteration 10Q: 3 clusters Score -764614.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -764678.312500 Penalty: 4563.443848
	Iteration 11Q: 3 clusters Score -764678.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -764703.312500 Penalty: 4563.443848
	Iteration 12Q: 3 clusters Score -764703.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -764724.125000 Penalty: 4563.443848
	Iteration 13Q: 3 clusters Score -764724.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -764744.062500 Penalty: 4563.443848
	Iteration 14Q: 3 clusters Score -764744.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -764773.625000 Penalty: 4563.443848
	Iteration 15Q: 3 clusters Score -764773.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -764821.312500 Penalty: 4563.443848
	Iteration 16Q: 3 clusters Score -764821.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -764885.375000 Penalty: 4563.443848
	Iteration 17Q: 3 clusters Score -764885.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -764990.375000 Penalty: 4563.443848
	Iteration 18Q: 3 clusters Score -764990.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -765090.687500 Penalty: 4563.443848
	Iteration 19Q: 3 clusters Score -765090.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -765213.375000 Penalty: 4563.443848
	Iteration 20F: 3 clusters Score -765213.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -765348.750000 Penalty: 4563.443848
	Iteration 21Q: 3 clusters Score -765348.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -765448.125000 Penalty: 4563.443848
	Iteration 22Q: 3 clusters Score -765448.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -765477.687500 Penalty: 4563.443848
	Iteration 23Q: 3 clusters Score -765477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -765481.562500 Penalty: 4563.443848
	Iteration 24Q: 3 clusters Score -765481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -765481.312500 Penalty: 4563.443848
	Iteration 25Q: 3 clusters Score -765481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -765481.312500 Penalty: 4563.443848
	Iteration 26F: 3 clusters Score -765481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Entering Unmasked Estep 
Score: -50891020.000000 Penalty: 76413.843750
Splitting cluster 8 changes total score from -50833428.000000 to -50891020.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -374545.625000 Penalty: 2179.381836
	Iteration 0F: 2 clusters Score -374545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -369602.656250 Penalty: 4358.763672
	Iteration 0F: 3 clusters Score -369602.7 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -374659.125000 Penalty: 4358.763672
	Iteration 1F: 3 clusters Score -374659.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -378383.437500 Penalty: 4358.763672
	Iteration 2F: 3 clusters Score -378383.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -381021.281250 Penalty: 4358.763672
	Iteration 3F: 3 clusters Score -381021.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -382770.312500 Penalty: 4358.763672
	Iteration 4F: 3 clusters Score -382770.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -383484.406250 Penalty: 4358.763672
	Iteration 5Q: 3 clusters Score -383484.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -383817.812500 Penalty: 4358.763672
	Iteration 6Q: 3 clusters Score -383817.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -383972.406250 Penalty: 4358.763672
	Iteration 7Q: 3 clusters Score -383972.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -384032.562500 Penalty: 4358.763672
	Iteration 8Q: 3 clusters Score -384032.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -384070.312500 Penalty: 4358.763672
	Iteration 9Q: 3 clusters Score -384070.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -384122.625000 Penalty: 4358.763672
	Iteration 10Q: 3 clusters Score -384122.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -384248.625000 Penalty: 4358.763672
	Iteration 11Q: 3 clusters Score -384248.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -384545.531250 Penalty: 4358.763672
	Iteration 12Q: 3 clusters Score -384545.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -385026.500000 Penalty: 4358.763672
	Iteration 13Q: 3 clusters Score -385026.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -385372.312500 Penalty: 4358.763672
	Iteration 14Q: 3 clusters Score -385372.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -385483.156250 Penalty: 4358.763672
	Iteration 15Q: 3 clusters Score -385483.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -385525.812500 Penalty: 4358.763672
	Iteration 16Q: 3 clusters Score -385525.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -385536.656250 Penalty: 4358.763672
	Iteration 17Q: 3 clusters Score -385536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -385539.000000 Penalty: 4358.763672
	Iteration 18Q: 3 clusters Score -385539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -385541.062500 Penalty: 4358.763672
	Iteration 19Q: 3 clusters Score -385541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -385542.218750 Penalty: 4358.763672
	Iteration 20F: 3 clusters Score -385542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -385542.718750 Penalty: 4358.763672
	Iteration 21Q: 3 clusters Score -385542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -385546.062500 Penalty: 4358.763672
	Iteration 22Q: 3 clusters Score -385546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -385546.218750 Penalty: 4358.763672
	Iteration 23Q: 3 clusters Score -385546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -385548.875000 Penalty: 4358.763672
	Iteration 24Q: 3 clusters Score -385548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -385551.250000 Penalty: 4358.763672
	Iteration 25Q: 3 clusters Score -385551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -385559.750000 Penalty: 4358.763672
	Iteration 26Q: 3 clusters Score -385559.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -385568.375000 Penalty: 4358.763672
	Iteration 27Q: 3 clusters Score -385568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -385577.406250 Penalty: 4358.763672
	Iteration 28Q: 3 clusters Score -385577.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -385584.687500 Penalty: 4358.763672
	Iteration 29Q: 3 clusters Score -385584.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -385589.375000 Penalty: 4358.763672
	Iteration 30Q: 3 clusters Score -385589.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -385593.343750 Penalty: 4358.763672
	Iteration 31Q: 3 clusters Score -385593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -385596.531250 Penalty: 4358.763672
	Iteration 32Q: 3 clusters Score -385596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -385598.562500 Penalty: 4358.763672
	Iteration 33Q: 3 clusters Score -385598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -385600.468750 Penalty: 4358.763672
	Iteration 34Q: 3 clusters Score -385600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -385600.718750 Penalty: 4358.763672
	Iteration 35Q: 3 clusters Score -385600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -385600.718750 Penalty: 4358.763672
	Iteration 36F: 3 clusters Score -385600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Entering Unmasked Estep 
Score: -50900848.000000 Penalty: 79736.179688
Splitting cluster 9 changes total score from -50833428.000000 to -50900848.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (56592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Entering Unmasked Estep 
Score: -4552228.000000 Penalty: 2714.018311
	Iteration 0F: 2 clusters Score -4552228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -4514239.500000 Penalty: 5428.036621
	Iteration 0F: 3 clusters Score -4514240 nChanged 26263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4528668.000000 Penalty: 5428.036621
	Iteration 1F: 3 clusters Score -4528668 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -4529412.500000 Penalty: 5428.036621
	Iteration 2Q: 3 clusters Score -4529412 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4530201.500000 Penalty: 5428.036621
	Iteration 3Q: 3 clusters Score -4530202 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -4530952.000000 Penalty: 5428.036621
	Iteration 4Q: 3 clusters Score -4530952 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4531714.000000 Penalty: 5428.036621
	Iteration 5Q: 3 clusters Score -4531714 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4532654.500000 Penalty: 5428.036621
	Iteration 6Q: 3 clusters Score -4532654 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -4533719.000000 Penalty: 5428.036621
	Iteration 7Q: 3 clusters Score -4533719 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4535087.500000 Penalty: 5428.036621
	Iteration 8Q: 3 clusters Score -4535088 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4536871.000000 Penalty: 5428.036621
	Iteration 9F: 3 clusters Score -4536871 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4539016.500000 Penalty: 5428.036621
	Iteration 10F: 3 clusters Score -4539016 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -4541003.000000 Penalty: 5428.036621
	Iteration 11F: 3 clusters Score -4541003 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4542492.000000 Penalty: 5428.036621
	Iteration 12Q: 3 clusters Score -4542492 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4543497.500000 Penalty: 5428.036621
	Iteration 13Q: 3 clusters Score -4543498 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4544140.500000 Penalty: 5428.036621
	Iteration 14Q: 3 clusters Score -4544140 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4544561.500000 Penalty: 5428.036621
	Iteration 15Q: 3 clusters Score -4544562 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4544894.000000 Penalty: 5428.036621
	Iteration 16Q: 3 clusters Score -4544894 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4545213.000000 Penalty: 5428.036621
	Iteration 17Q: 3 clusters Score -4545213 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -4545520.000000 Penalty: 5428.036621
	Iteration 18Q: 3 clusters Score -4545520 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4545746.500000 Penalty: 5428.036621
	Iteration 19Q: 3 clusters Score -4545746 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4545993.000000 Penalty: 5428.036621
	Iteration 20F: 3 clusters Score -4545993 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4546212.500000 Penalty: 5428.036621
	Iteration 21Q: 3 clusters Score -4546212 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4546417.000000 Penalty: 5428.036621
	Iteration 22Q: 3 clusters Score -4546417 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4546600.500000 Penalty: 5428.036621
	Iteration 23Q: 3 clusters Score -4546600 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4546768.000000 Penalty: 5428.036621
	Iteration 24Q: 3 clusters Score -4546768 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4546927.500000 Penalty: 5428.036621
	Iteration 25Q: 3 clusters Score -4546928 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4547089.000000 Penalty: 5428.036621
	Iteration 26Q: 3 clusters Score -4547089 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4547284.500000 Penalty: 5428.036621
	Iteration 27Q: 3 clusters Score -4547284 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4547503.500000 Penalty: 5428.036621
	Iteration 28Q: 3 clusters Score -4547504 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -4547659.500000 Penalty: 5428.036621
	Iteration 29Q: 3 clusters Score -4547660 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4547813.500000 Penalty: 5428.036621
	Iteration 30Q: 3 clusters Score -4547814 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4547972.000000 Penalty: 5428.036621
	Iteration 31Q: 3 clusters Score -4547972 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4548143.000000 Penalty: 5428.036621
	Iteration 32Q: 3 clusters Score -4548143 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4548312.500000 Penalty: 5428.036621
	Iteration 33Q: 3 clusters Score -4548312 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -4548479.000000 Penalty: 5428.036621
	Iteration 34Q: 3 clusters Score -4548479 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4548644.500000 Penalty: 5428.036621
	Iteration 35Q: 3 clusters Score -4548644 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4548793.000000 Penalty: 5428.036621
	Iteration 36Q: 3 clusters Score -4548793 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -4548949.500000 Penalty: 5428.036621
	Iteration 37Q: 3 clusters Score -4548950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4549061.000000 Penalty: 5428.036621
	Iteration 38Q: 3 clusters Score -4549061 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4549189.500000 Penalty: 5428.036621
	Iteration 39Q: 3 clusters Score -4549190 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4549311.500000 Penalty: 5428.036621
	Iteration 40F: 3 clusters Score -4549312 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4549448.000000 Penalty: 5428.036621
	Iteration 41Q: 3 clusters Score -4549448 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4549584.500000 Penalty: 5428.036621
	Iteration 42Q: 3 clusters Score -4549584 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4549704.500000 Penalty: 5428.036621
	Iteration 43Q: 3 clusters Score -4549704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4549844.000000 Penalty: 5428.036621
	Iteration 44Q: 3 clusters Score -4549844 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4549947.000000 Penalty: 5428.036621
	Iteration 45Q: 3 clusters Score -4549947 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4550019.000000 Penalty: 5428.036621
	Iteration 46Q: 3 clusters Score -4550019 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4550089.500000 Penalty: 5428.036621
	Iteration 47Q: 3 clusters Score -4550090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4550147.000000 Penalty: 5428.036621
	Iteration 48Q: 3 clusters Score -4550147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4550189.000000 Penalty: 5428.036621
	Iteration 49Q: 3 clusters Score -4550189 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4550228.000000 Penalty: 5428.036621
	Iteration 50Q: 3 clusters Score -4550228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4550252.000000 Penalty: 5428.036621
	Iteration 51Q: 3 clusters Score -4550252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4550280.500000 Penalty: 5428.036621
	Iteration 52Q: 3 clusters Score -4550280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4550314.500000 Penalty: 5428.036621
	Iteration 53Q: 3 clusters Score -4550314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4550353.000000 Penalty: 5428.036621
	Iteration 54Q: 3 clusters Score -4550353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4550385.000000 Penalty: 5428.036621
	Iteration 55Q: 3 clusters Score -4550385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4550404.500000 Penalty: 5428.036621
	Iteration 56Q: 3 clusters Score -4550404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4550419.000000 Penalty: 5428.036621
	Iteration 57Q: 3 clusters Score -4550419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4550428.000000 Penalty: 5428.036621
	Iteration 58Q: 3 clusters Score -4550428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4550442.000000 Penalty: 5428.036621
	Iteration 59Q: 3 clusters Score -4550442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4550461.000000 Penalty: 5428.036621
	Iteration 60F: 3 clusters Score -4550461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4550465.000000 Penalty: 5428.036621
	Iteration 61Q: 3 clusters Score -4550465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4550477.000000 Penalty: 5428.036621
	Iteration 62Q: 3 clusters Score -4550477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4550482.500000 Penalty: 5428.036621
	Iteration 63Q: 3 clusters Score -4550482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4550492.000000 Penalty: 5428.036621
	Iteration 64Q: 3 clusters Score -4550492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4550491.000000 Penalty: 5428.036621
	Iteration 65Q: 3 clusters Score -4550491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4550499.000000 Penalty: 5428.036621
	Iteration 66Q: 3 clusters Score -4550499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4550503.500000 Penalty: 5428.036621
	Iteration 67Q: 3 clusters Score -4550504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4550523.500000 Penalty: 5428.036621
	Iteration 68Q: 3 clusters Score -4550524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4550527.500000 Penalty: 5428.036621
	Iteration 69Q: 3 clusters Score -4550528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4550541.000000 Penalty: 5428.036621
	Iteration 70Q: 3 clusters Score -4550541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4550548.000000 Penalty: 5428.036621
	Iteration 71Q: 3 clusters Score -4550548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4550548.000000 Penalty: 5428.036621
	Iteration 72Q: 3 clusters Score -4550548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4550557.500000 Penalty: 5428.036621
	Iteration 73Q: 3 clusters Score -4550558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4550556.000000 Penalty: 5428.036621
	Iteration 74Q: 3 clusters Score -4550556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4550559.000000 Penalty: 5428.036621
	Iteration 75Q: 3 clusters Score -4550559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4550566.500000 Penalty: 5428.036621
	Iteration 76Q: 3 clusters Score -4550566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4550564.500000 Penalty: 5428.036621
	Iteration 77Q: 3 clusters Score -4550564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4550571.500000 Penalty: 5428.036621
	Iteration 78Q: 3 clusters Score -4550572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4550573.500000 Penalty: 5428.036621
	Iteration 79Q: 3 clusters Score -4550574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4550578.000000 Penalty: 5428.036621
	Iteration 80F: 3 clusters Score -4550578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4550576.500000 Penalty: 5428.036621
	Iteration 81Q: 3 clusters Score -4550576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4550579.000000 Penalty: 5428.036621
	Iteration 82Q: 3 clusters Score -4550579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4550583.000000 Penalty: 5428.036621
	Iteration 83Q: 3 clusters Score -4550583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4550586.000000 Penalty: 5428.036621
	Iteration 84Q: 3 clusters Score -4550586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4550586.500000 Penalty: 5428.036621
	Iteration 85Q: 3 clusters Score -4550586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4550592.000000 Penalty: 5428.036621
	Iteration 86Q: 3 clusters Score -4550592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4550592.000000 Penalty: 5428.036621
	Iteration 87Q: 3 clusters Score -4550592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4550592.500000 Penalty: 5428.036621
	Iteration 88Q: 3 clusters Score -4550592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4550593.500000 Penalty: 5428.036621
	Iteration 89Q: 3 clusters Score -4550594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4550597.500000 Penalty: 5428.036621
	Iteration 90Q: 3 clusters Score -4550598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4550601.500000 Penalty: 5428.036621
	Iteration 91Q: 3 clusters Score -4550602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4550602.000000 Penalty: 5428.036621
	Iteration 92Q: 3 clusters Score -4550602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4550601.000000 Penalty: 5428.036621
	Iteration 93Q: 3 clusters Score -4550601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4550599.000000 Penalty: 5428.036621
	Iteration 94Q: 3 clusters Score -4550599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4550600.500000 Penalty: 5428.036621
	Iteration 95Q: 3 clusters Score -4550600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4550601.000000 Penalty: 5428.036621
	Iteration 96Q: 3 clusters Score -4550601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4550600.000000 Penalty: 5428.036621
	Iteration 97Q: 3 clusters Score -4550600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4550605.500000 Penalty: 5428.036621
	Iteration 98Q: 3 clusters Score -4550606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4550604.000000 Penalty: 5428.036621
	Iteration 99Q: 3 clusters Score -4550604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4550604.000000 Penalty: 5428.036621
	Iteration 100F: 3 clusters Score -4550604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Entering Unmasked Estep 
Score: -1113340.875000 Penalty: 2394.160156
	Iteration 0F: 2 clusters Score -1113341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1102248.625000 Penalty: 4788.320312
	Iteration 0F: 3 clusters Score -1102249 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1107001.250000 Penalty: 4788.320312
	Iteration 1F: 3 clusters Score -1107001 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1109188.625000 Penalty: 4788.320312
	Iteration 2F: 3 clusters Score -1109189 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1111696.625000 Penalty: 4788.320312
	Iteration 3F: 3 clusters Score -1111697 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1113306.125000 Penalty: 4788.320312
	Iteration 4F: 3 clusters Score -1113306 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1114059.375000 Penalty: 4788.320312
	Iteration 5F: 3 clusters Score -1114059 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1114393.750000 Penalty: 4788.320312
	Iteration 6Q: 3 clusters Score -1114394 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1114567.875000 Penalty: 4788.320312
	Iteration 7Q: 3 clusters Score -1114568 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1114706.375000 Penalty: 4788.320312
	Iteration 8Q: 3 clusters Score -1114706 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1114832.875000 Penalty: 4788.320312
	Iteration 9Q: 3 clusters Score -1114833 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1114920.375000 Penalty: 4788.320312
	Iteration 10Q: 3 clusters Score -1114920 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1115008.625000 Penalty: 4788.320312
	Iteration 11Q: 3 clusters Score -1115009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1115097.000000 Penalty: 4788.320312
	Iteration 12Q: 3 clusters Score -1115097 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1115183.375000 Penalty: 4788.320312
	Iteration 13Q: 3 clusters Score -1115183 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1115274.875000 Penalty: 4788.320312
	Iteration 14Q: 3 clusters Score -1115275 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1115361.125000 Penalty: 4788.320312
	Iteration 15Q: 3 clusters Score -1115361 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1115459.875000 Penalty: 4788.320312
	Iteration 16Q: 3 clusters Score -1115460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1115550.125000 Penalty: 4788.320312
	Iteration 17Q: 3 clusters Score -1115550 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1115651.750000 Penalty: 4788.320312
	Iteration 18Q: 3 clusters Score -1115652 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1115778.750000 Penalty: 4788.320312
	Iteration 19Q: 3 clusters Score -1115779 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1115899.750000 Penalty: 4788.320312
	Iteration 20F: 3 clusters Score -1115900 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1115992.625000 Penalty: 4788.320312
	Iteration 21Q: 3 clusters Score -1115993 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1116077.625000 Penalty: 4788.320312
	Iteration 22Q: 3 clusters Score -1116078 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1116137.875000 Penalty: 4788.320312
	Iteration 23Q: 3 clusters Score -1116138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1116185.000000 Penalty: 4788.320312
	Iteration 24Q: 3 clusters Score -1116185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1116217.625000 Penalty: 4788.320312
	Iteration 25Q: 3 clusters Score -1116218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1116240.000000 Penalty: 4788.320312
	Iteration 26Q: 3 clusters Score -1116240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1116257.500000 Penalty: 4788.320312
	Iteration 27Q: 3 clusters Score -1116258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1116264.250000 Penalty: 4788.320312
	Iteration 28Q: 3 clusters Score -1116264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1116270.625000 Penalty: 4788.320312
	Iteration 29Q: 3 clusters Score -1116271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1116274.250000 Penalty: 4788.320312
	Iteration 30Q: 3 clusters Score -1116274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1116272.625000 Penalty: 4788.320312
	Iteration 31Q: 3 clusters Score -1116273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1116272.250000 Penalty: 4788.320312
	Iteration 32Q: 3 clusters Score -1116272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1116273.125000 Penalty: 4788.320312
	Iteration 33Q: 3 clusters Score -1116273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1116272.375000 Penalty: 4788.320312
	Iteration 34Q: 3 clusters Score -1116272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1116272.375000 Penalty: 4788.320312
	Iteration 35F: 3 clusters Score -1116272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Entering Unmasked Estep 
Score: -50902828.000000 Penalty: 83058.523438
Splitting cluster 12 changes total score from -50833428.000000 to -50902828.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -397398.562500 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -397398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -392704.625000 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -392704.6 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -394377.062500 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -394377.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -395508.812500 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -395508.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -397321.093750 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -397321.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -398903.968750 Penalty: 4253.896484
	Iteration 4F: 3 clusters Score -398904 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -399878.968750 Penalty: 4253.896484
	Iteration 5F: 3 clusters Score -399879 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -400446.000000 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -400446 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -400653.718750 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -400653.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -400724.750000 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -400724.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -400781.406250 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -400781.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -400817.062500 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -400817.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -400859.156250 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -400859.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -400923.406250 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -400923.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -400963.562500 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -400963.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -400997.937500 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -400997.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -401035.562500 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -401035.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -401062.031250 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -401062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -401096.000000 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -401096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -401126.437500 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -401126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -401169.718750 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -401169.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -401343.718750 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -401343.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -401691.750000 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -401691.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -401971.468750 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -401971.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -402086.750000 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -402086.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -402131.250000 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -402131.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -402162.468750 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -402162.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -402177.906250 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -402177.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -402185.031250 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -402185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -402193.531250 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -402193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -402202.125000 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -402202.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -402213.156250 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -402213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -402219.093750 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -402219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -402223.468750 Penalty: 4253.896484
	Iteration 32Q: 3 clusters Score -402223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -402224.531250 Penalty: 4253.896484
	Iteration 33Q: 3 clusters Score -402224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -402225.187500 Penalty: 4253.896484
	Iteration 34Q: 3 clusters Score -402225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -402225.625000 Penalty: 4253.896484
	Iteration 35Q: 3 clusters Score -402225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -402225.843750 Penalty: 4253.896484
	Iteration 36Q: 3 clusters Score -402225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -402228.000000 Penalty: 4253.896484
	Iteration 37Q: 3 clusters Score -402228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -402227.906250 Penalty: 4253.896484
	Iteration 38Q: 3 clusters Score -402227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -402227.312500 Penalty: 4253.896484
	Iteration 39Q: 3 clusters Score -402227.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -402228.500000 Penalty: 4253.896484
	Iteration 40F: 3 clusters Score -402228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -402229.906250 Penalty: 4253.896484
	Iteration 41Q: 3 clusters Score -402229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -402231.031250 Penalty: 4253.896484
	Iteration 42Q: 3 clusters Score -402231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -402231.906250 Penalty: 4253.896484
	Iteration 43Q: 3 clusters Score -402231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -402233.718750 Penalty: 4253.896484
	Iteration 44Q: 3 clusters Score -402233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -402234.375000 Penalty: 4253.896484
	Iteration 45Q: 3 clusters Score -402234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -402235.968750 Penalty: 4253.896484
	Iteration 46Q: 3 clusters Score -402236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -402235.843750 Penalty: 4253.896484
	Iteration 47Q: 3 clusters Score -402235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -402235.843750 Penalty: 4253.896484
	Iteration 48F: 3 clusters Score -402235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 55326 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Entering Unmasked Estep 
Score: -50906276.000000 Penalty: 86380.867188
Splitting cluster 13 changes total score from -50833428.000000 to -50906276.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (55326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Entering Unmasked Estep 
Score: -4392164.000000 Penalty: 2708.407715
	Iteration 0F: 2 clusters Score -4392164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4354857.000000 Penalty: 5416.815430
	Iteration 0F: 3 clusters Score -4354857 nChanged 25840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4371479.500000 Penalty: 5416.815430
	Iteration 1F: 3 clusters Score -4371480 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4376473.000000 Penalty: 5416.815430
	Iteration 2F: 3 clusters Score -4376473 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4382580.000000 Penalty: 5416.815430
	Iteration 3F: 3 clusters Score -4382580 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4387481.000000 Penalty: 5416.815430
	Iteration 4F: 3 clusters Score -4387481 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4390599.000000 Penalty: 5416.815430
	Iteration 5F: 3 clusters Score -4390599 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4392277.000000 Penalty: 5416.815430
	Iteration 6F: 3 clusters Score -4392277 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4393332.000000 Penalty: 5416.815430
	Iteration 7Q: 3 clusters Score -4393332 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4394011.500000 Penalty: 5416.815430
	Iteration 8Q: 3 clusters Score -4394012 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4394582.500000 Penalty: 5416.815430
	Iteration 9Q: 3 clusters Score -4394582 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4395270.500000 Penalty: 5416.815430
	Iteration 10Q: 3 clusters Score -4395270 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -4396027.000000 Penalty: 5416.815430
	Iteration 11Q: 3 clusters Score -4396027 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4396778.000000 Penalty: 5416.815430
	Iteration 12Q: 3 clusters Score -4396778 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4397366.500000 Penalty: 5416.815430
	Iteration 13Q: 3 clusters Score -4397366 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4397692.000000 Penalty: 5416.815430
	Iteration 14Q: 3 clusters Score -4397692 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4397826.000000 Penalty: 5416.815430
	Iteration 15Q: 3 clusters Score -4397826 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4397909.000000 Penalty: 5416.815430
	Iteration 16Q: 3 clusters Score -4397909 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -4397966.500000 Penalty: 5416.815430
	Iteration 17Q: 3 clusters Score -4397966 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4398014.500000 Penalty: 5416.815430
	Iteration 18Q: 3 clusters Score -4398014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4398028.500000 Penalty: 5416.815430
	Iteration 19Q: 3 clusters Score -4398028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -4398036.500000 Penalty: 5416.815430
	Iteration 20F: 3 clusters Score -4398036 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -4398058.500000 Penalty: 5416.815430
	Iteration 21Q: 3 clusters Score -4398058 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4398057.500000 Penalty: 5416.815430
	Iteration 22Q: 3 clusters Score -4398058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4398069.000000 Penalty: 5416.815430
	Iteration 23Q: 3 clusters Score -4398069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4398087.500000 Penalty: 5416.815430
	Iteration 24Q: 3 clusters Score -4398088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -4398093.000000 Penalty: 5416.815430
	Iteration 25Q: 3 clusters Score -4398093 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4398105.500000 Penalty: 5416.815430
	Iteration 26Q: 3 clusters Score -4398106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4398128.500000 Penalty: 5416.815430
	Iteration 27Q: 3 clusters Score -4398128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4398139.500000 Penalty: 5416.815430
	Iteration 28Q: 3 clusters Score -4398140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4398152.500000 Penalty: 5416.815430
	Iteration 29Q: 3 clusters Score -4398152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4398140.000000 Penalty: 5416.815430
	Iteration 30Q: 3 clusters Score -4398140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4398132.000000 Penalty: 5416.815430
	Iteration 31Q: 3 clusters Score -4398132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4398133.500000 Penalty: 5416.815430
	Iteration 32Q: 3 clusters Score -4398134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4398136.000000 Penalty: 5416.815430
	Iteration 33Q: 3 clusters Score -4398136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4398148.500000 Penalty: 5416.815430
	Iteration 34Q: 3 clusters Score -4398148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4398147.500000 Penalty: 5416.815430
	Iteration 35Q: 3 clusters Score -4398148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4398153.000000 Penalty: 5416.815430
	Iteration 36Q: 3 clusters Score -4398153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4398165.500000 Penalty: 5416.815430
	Iteration 37Q: 3 clusters Score -4398166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4398161.500000 Penalty: 5416.815430
	Iteration 38Q: 3 clusters Score -4398162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4398148.500000 Penalty: 5416.815430
	Iteration 39Q: 3 clusters Score -4398148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4398156.000000 Penalty: 5416.815430
	Iteration 40F: 3 clusters Score -4398156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4398159.500000 Penalty: 5416.815430
	Iteration 41Q: 3 clusters Score -4398160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4398155.000000 Penalty: 5416.815430
	Iteration 42Q: 3 clusters Score -4398155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4398159.500000 Penalty: 5416.815430
	Iteration 43Q: 3 clusters Score -4398160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4398155.500000 Penalty: 5416.815430
	Iteration 44Q: 3 clusters Score -4398156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4398169.500000 Penalty: 5416.815430
	Iteration 45Q: 3 clusters Score -4398170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -4398173.500000 Penalty: 5416.815430
	Iteration 46Q: 3 clusters Score -4398174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4398181.000000 Penalty: 5416.815430
	Iteration 47Q: 3 clusters Score -4398181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4398176.500000 Penalty: 5416.815430
	Iteration 48Q: 3 clusters Score -4398176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -4398173.500000 Penalty: 5416.815430
	Iteration 49Q: 3 clusters Score -4398174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4398165.500000 Penalty: 5416.815430
	Iteration 50Q: 3 clusters Score -4398166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4398167.000000 Penalty: 5416.815430
	Iteration 51Q: 3 clusters Score -4398167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4398158.500000 Penalty: 5416.815430
	Iteration 52Q: 3 clusters Score -4398158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4398165.500000 Penalty: 5416.815430
	Iteration 53Q: 3 clusters Score -4398166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4398172.000000 Penalty: 5416.815430
	Iteration 54Q: 3 clusters Score -4398172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4398182.000000 Penalty: 5416.815430
	Iteration 55Q: 3 clusters Score -4398182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4398183.000000 Penalty: 5416.815430
	Iteration 56Q: 3 clusters Score -4398183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4398195.500000 Penalty: 5416.815430
	Iteration 57Q: 3 clusters Score -4398196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4398194.000000 Penalty: 5416.815430
	Iteration 58Q: 3 clusters Score -4398194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4398193.000000 Penalty: 5416.815430
	Iteration 59Q: 3 clusters Score -4398193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4398191.000000 Penalty: 5416.815430
	Iteration 60F: 3 clusters Score -4398191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4398197.500000 Penalty: 5416.815430
	Iteration 61Q: 3 clusters Score -4398198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4398202.500000 Penalty: 5416.815430
	Iteration 62Q: 3 clusters Score -4398202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4398207.000000 Penalty: 5416.815430
	Iteration 63Q: 3 clusters Score -4398207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4398213.500000 Penalty: 5416.815430
	Iteration 64Q: 3 clusters Score -4398214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4398212.000000 Penalty: 5416.815430
	Iteration 65Q: 3 clusters Score -4398212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4398223.000000 Penalty: 5416.815430
	Iteration 66Q: 3 clusters Score -4398223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4398229.000000 Penalty: 5416.815430
	Iteration 67Q: 3 clusters Score -4398229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4398236.000000 Penalty: 5416.815430
	Iteration 68Q: 3 clusters Score -4398236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -4398222.500000 Penalty: 5416.815430
	Iteration 69Q: 3 clusters Score -4398222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4398234.000000 Penalty: 5416.815430
	Iteration 70Q: 3 clusters Score -4398234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4398230.500000 Penalty: 5416.815430
	Iteration 71Q: 3 clusters Score -4398230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4398241.000000 Penalty: 5416.815430
	Iteration 72Q: 3 clusters Score -4398241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4398238.000000 Penalty: 5416.815430
	Iteration 73Q: 3 clusters Score -4398238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -4398246.000000 Penalty: 5416.815430
	Iteration 74Q: 3 clusters Score -4398246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4398245.500000 Penalty: 5416.815430
	Iteration 75Q: 3 clusters Score -4398246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4398261.500000 Penalty: 5416.815430
	Iteration 76Q: 3 clusters Score -4398262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -4398260.000000 Penalty: 5416.815430
	Iteration 77Q: 3 clusters Score -4398260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4398258.500000 Penalty: 5416.815430
	Iteration 78Q: 3 clusters Score -4398258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4398259.000000 Penalty: 5416.815430
	Iteration 79Q: 3 clusters Score -4398259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4398265.000000 Penalty: 5416.815430
	Iteration 80F: 3 clusters Score -4398265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4398262.500000 Penalty: 5416.815430
	Iteration 81Q: 3 clusters Score -4398262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4398260.000000 Penalty: 5416.815430
	Iteration 82Q: 3 clusters Score -4398260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4398259.000000 Penalty: 5416.815430
	Iteration 83Q: 3 clusters Score -4398259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4398259.000000 Penalty: 5416.815430
	Iteration 84Q: 3 clusters Score -4398259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4398261.000000 Penalty: 5416.815430
	Iteration 85Q: 3 clusters Score -4398261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4398271.000000 Penalty: 5416.815430
	Iteration 86Q: 3 clusters Score -4398271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4398271.000000 Penalty: 5416.815430
	Iteration 87Q: 3 clusters Score -4398271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4398268.500000 Penalty: 5416.815430
	Iteration 88Q: 3 clusters Score -4398268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -4398262.500000 Penalty: 5416.815430
	Iteration 89Q: 3 clusters Score -4398262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4398261.500000 Penalty: 5416.815430
	Iteration 90Q: 3 clusters Score -4398262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4398265.500000 Penalty: 5416.815430
	Iteration 91Q: 3 clusters Score -4398266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4398265.500000 Penalty: 5416.815430
	Iteration 92Q: 3 clusters Score -4398266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4398261.000000 Penalty: 5416.815430
	Iteration 93Q: 3 clusters Score -4398261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4398264.000000 Penalty: 5416.815430
	Iteration 94Q: 3 clusters Score -4398264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4398264.000000 Penalty: 5416.815430
	Iteration 95F: 3 clusters Score -4398264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Entering Unmasked Estep 
Score: -50912100.000000 Penalty: 89703.203125
Splitting cluster 14 changes total score from -50833428.000000 to -50912100.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (9873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Entering Unmasked Estep 
Score: -680017.250000 Penalty: 2280.994629
	Iteration 0F: 2 clusters Score -680017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -672397.375000 Penalty: 4561.989258
	Iteration 0F: 3 clusters Score -672397.4 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -675741.750000 Penalty: 4561.989258
	Iteration 1F: 3 clusters Score -675741.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -676906.500000 Penalty: 4561.989258
	Iteration 2F: 3 clusters Score -676906.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -677840.875000 Penalty: 4561.989258
	Iteration 3F: 3 clusters Score -677840.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -678559.250000 Penalty: 4561.989258
	Iteration 4F: 3 clusters Score -678559.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -679075.812500 Penalty: 4561.989258
	Iteration 5F: 3 clusters Score -679075.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -679462.812500 Penalty: 4561.989258
	Iteration 6Q: 3 clusters Score -679462.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -679746.500000 Penalty: 4561.989258
	Iteration 7Q: 3 clusters Score -679746.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -679984.250000 Penalty: 4561.989258
	Iteration 8Q: 3 clusters Score -679984.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -680211.687500 Penalty: 4561.989258
	Iteration 9Q: 3 clusters Score -680211.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -680419.250000 Penalty: 4561.989258
	Iteration 10Q: 3 clusters Score -680419.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -680699.937500 Penalty: 4561.989258
	Iteration 11Q: 3 clusters Score -680699.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -681028.062500 Penalty: 4561.989258
	Iteration 12Q: 3 clusters Score -681028.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -681239.125000 Penalty: 4561.989258
	Iteration 13Q: 3 clusters Score -681239.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -681332.625000 Penalty: 4561.989258
	Iteration 14Q: 3 clusters Score -681332.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -681409.937500 Penalty: 4561.989258
	Iteration 15Q: 3 clusters Score -681409.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -681469.687500 Penalty: 4561.989258
	Iteration 16Q: 3 clusters Score -681469.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -681493.437500 Penalty: 4561.989258
	Iteration 17Q: 3 clusters Score -681493.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -681512.062500 Penalty: 4561.989258
	Iteration 18Q: 3 clusters Score -681512.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -681528.875000 Penalty: 4561.989258
	Iteration 19Q: 3 clusters Score -681528.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -681558.500000 Penalty: 4561.989258
	Iteration 20F: 3 clusters Score -681558.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -681572.062500 Penalty: 4561.989258
	Iteration 21Q: 3 clusters Score -681572.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -681584.375000 Penalty: 4561.989258
	Iteration 22Q: 3 clusters Score -681584.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -681598.500000 Penalty: 4561.989258
	Iteration 23Q: 3 clusters Score -681598.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -681615.875000 Penalty: 4561.989258
	Iteration 24Q: 3 clusters Score -681615.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -681629.500000 Penalty: 4561.989258
	Iteration 25Q: 3 clusters Score -681629.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -681640.875000 Penalty: 4561.989258
	Iteration 26Q: 3 clusters Score -681640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -681644.812500 Penalty: 4561.989258
	Iteration 27Q: 3 clusters Score -681644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -681648.312500 Penalty: 4561.989258
	Iteration 28Q: 3 clusters Score -681648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -681652.437500 Penalty: 4561.989258
	Iteration 29Q: 3 clusters Score -681652.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -681652.937500 Penalty: 4561.989258
	Iteration 30Q: 3 clusters Score -681652.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -681653.312500 Penalty: 4561.989258
	Iteration 31Q: 3 clusters Score -681653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -681654.812500 Penalty: 4561.989258
	Iteration 32Q: 3 clusters Score -681654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -681656.875000 Penalty: 4561.989258
	Iteration 33Q: 3 clusters Score -681656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -681658.437500 Penalty: 4561.989258
	Iteration 34Q: 3 clusters Score -681658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -681658.750000 Penalty: 4561.989258
	Iteration 35Q: 3 clusters Score -681658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -681658.750000 Penalty: 4561.989258
	Iteration 36F: 3 clusters Score -681658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 66887 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 2582 members 
Entering Unmasked Estep 
Score: -50912688.000000 Penalty: 93025.546875
Splitting cluster 15 changes total score from -50833428.000000 to -50912688.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (66887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Entering Unmasked Estep 
Score: -5420048.000000 Penalty: 2755.468506
	Iteration 0F: 2 clusters Score -5420048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5375251.500000 Penalty: 5510.937012
	Iteration 0F: 3 clusters Score -5375252 nChanged 31102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5393880.500000 Penalty: 5510.937012
	Iteration 1F: 3 clusters Score -5393880 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -5396068.000000 Penalty: 5510.937012
	Iteration 2F: 3 clusters Score -5396068 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5399776.500000 Penalty: 5510.937012
	Iteration 3F: 3 clusters Score -5399776 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5407174.500000 Penalty: 5510.937012
	Iteration 4F: 3 clusters Score -5407174 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -5418899.000000 Penalty: 5510.937012
	Iteration 5F: 3 clusters Score -5418899 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -5428311.000000 Penalty: 5510.937012
	Iteration 6F: 3 clusters Score -5428311 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -5431315.500000 Penalty: 5510.937012
	Iteration 7F: 3 clusters Score -5431316 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -5432246.000000 Penalty: 5510.937012
	Iteration 8Q: 3 clusters Score -5432246 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -5432595.500000 Penalty: 5510.937012
	Iteration 9Q: 3 clusters Score -5432596 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -5432773.000000 Penalty: 5510.937012
	Iteration 10Q: 3 clusters Score -5432773 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -5432888.000000 Penalty: 5510.937012
	Iteration 11Q: 3 clusters Score -5432888 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -5432981.500000 Penalty: 5510.937012
	Iteration 12Q: 3 clusters Score -5432982 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -5433051.500000 Penalty: 5510.937012
	Iteration 13Q: 3 clusters Score -5433052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -5433096.000000 Penalty: 5510.937012
	Iteration 14Q: 3 clusters Score -5433096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -5433148.500000 Penalty: 5510.937012
	Iteration 15Q: 3 clusters Score -5433148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -5433186.500000 Penalty: 5510.937012
	Iteration 16Q: 3 clusters Score -5433186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -5433223.500000 Penalty: 5510.937012
	Iteration 17Q: 3 clusters Score -5433224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -5433247.500000 Penalty: 5510.937012
	Iteration 18Q: 3 clusters Score -5433248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -5433283.500000 Penalty: 5510.937012
	Iteration 19Q: 3 clusters Score -5433284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -5433287.500000 Penalty: 5510.937012
	Iteration 20F: 3 clusters Score -5433288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -5433288.000000 Penalty: 5510.937012
	Iteration 21Q: 3 clusters Score -5433288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -5433302.500000 Penalty: 5510.937012
	Iteration 22Q: 3 clusters Score -5433302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -5433308.000000 Penalty: 5510.937012
	Iteration 23Q: 3 clusters Score -5433308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -5433320.000000 Penalty: 5510.937012
	Iteration 24Q: 3 clusters Score -5433320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -5433307.000000 Penalty: 5510.937012
	Iteration 25Q: 3 clusters Score -5433307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -5433317.000000 Penalty: 5510.937012
	Iteration 26Q: 3 clusters Score -5433317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -5433308.500000 Penalty: 5510.937012
	Iteration 27Q: 3 clusters Score -5433308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -5433301.500000 Penalty: 5510.937012
	Iteration 28Q: 3 clusters Score -5433302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -5433319.500000 Penalty: 5510.937012
	Iteration 29Q: 3 clusters Score -5433320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -5433320.000000 Penalty: 5510.937012
	Iteration 30Q: 3 clusters Score -5433320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -5433314.500000 Penalty: 5510.937012
	Iteration 31Q: 3 clusters Score -5433314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -5433315.000000 Penalty: 5510.937012
	Iteration 32Q: 3 clusters Score -5433315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -5433316.500000 Penalty: 5510.937012
	Iteration 33Q: 3 clusters Score -5433316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -5433310.000000 Penalty: 5510.937012
	Iteration 34Q: 3 clusters Score -5433310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -5433306.000000 Penalty: 5510.937012
	Iteration 35Q: 3 clusters Score -5433306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -5433302.500000 Penalty: 5510.937012
	Iteration 36Q: 3 clusters Score -5433302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -5433307.500000 Penalty: 5510.937012
	Iteration 37Q: 3 clusters Score -5433308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -5433306.500000 Penalty: 5510.937012
	Iteration 38Q: 3 clusters Score -5433306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -5433307.000000 Penalty: 5510.937012
	Iteration 39Q: 3 clusters Score -5433307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -5433306.500000 Penalty: 5510.937012
	Iteration 40F: 3 clusters Score -5433306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -5433295.000000 Penalty: 5510.937012
	Iteration 41Q: 3 clusters Score -5433295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -5433297.000000 Penalty: 5510.937012
	Iteration 42Q: 3 clusters Score -5433297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -5433299.000000 Penalty: 5510.937012
	Iteration 43Q: 3 clusters Score -5433299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -5433298.000000 Penalty: 5510.937012
	Iteration 44Q: 3 clusters Score -5433298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -5433297.500000 Penalty: 5510.937012
	Iteration 45Q: 3 clusters Score -5433298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -5433297.500000 Penalty: 5510.937012
	Iteration 46F: 3 clusters Score -5433298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 84074 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 53815 members 
Entering Unmasked Estep 
Score: -50925232.000000 Penalty: 96347.882812
Splitting cluster 16 changes total score from -50833428.000000 to -50925232.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (84074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Entering Unmasked Estep 
Score: -6794945.000000 Penalty: 2812.184326
	Iteration 0F: 2 clusters Score -6794945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -6738656.000000 Penalty: 5624.368652
	Iteration 0F: 3 clusters Score -6738656 nChanged 39592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6761969.500000 Penalty: 5624.368652
	Iteration 1F: 3 clusters Score -6761970 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -6765572.000000 Penalty: 5624.368652
	Iteration 2F: 3 clusters Score -6765572 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6773297.500000 Penalty: 5624.368652
	Iteration 3F: 3 clusters Score -6773298 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -6784638.500000 Penalty: 5624.368652
	Iteration 4F: 3 clusters Score -6784638 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6794774.500000 Penalty: 5624.368652
	Iteration 5F: 3 clusters Score -6794774 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -6802369.000000 Penalty: 5624.368652
	Iteration 6F: 3 clusters Score -6802369 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -6808885.500000 Penalty: 5624.368652
	Iteration 7F: 3 clusters Score -6808886 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -6814200.500000 Penalty: 5624.368652
	Iteration 8F: 3 clusters Score -6814200 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6817806.500000 Penalty: 5624.368652
	Iteration 9Q: 3 clusters Score -6817806 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -6820049.500000 Penalty: 5624.368652
	Iteration 10Q: 3 clusters Score -6820050 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -6821148.500000 Penalty: 5624.368652
	Iteration 11Q: 3 clusters Score -6821148 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -6821606.500000 Penalty: 5624.368652
	Iteration 12Q: 3 clusters Score -6821606 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -6821854.000000 Penalty: 5624.368652
	Iteration 13Q: 3 clusters Score -6821854 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -6822010.500000 Penalty: 5624.368652
	Iteration 14Q: 3 clusters Score -6822010 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -6822132.500000 Penalty: 5624.368652
	Iteration 15Q: 3 clusters Score -6822132 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -6822171.500000 Penalty: 5624.368652
	Iteration 16Q: 3 clusters Score -6822172 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6822218.000000 Penalty: 5624.368652
	Iteration 17Q: 3 clusters Score -6822218 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -6822264.000000 Penalty: 5624.368652
	Iteration 18Q: 3 clusters Score -6822264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -6822250.500000 Penalty: 5624.368652
	Iteration 19Q: 3 clusters Score -6822250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -6822246.000000 Penalty: 5624.368652
	Iteration 20F: 3 clusters Score -6822246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -6822242.000000 Penalty: 5624.368652
	Iteration 21Q: 3 clusters Score -6822242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -6822252.500000 Penalty: 5624.368652
	Iteration 22Q: 3 clusters Score -6822252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -6822249.000000 Penalty: 5624.368652
	Iteration 23Q: 3 clusters Score -6822249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -6822256.500000 Penalty: 5624.368652
	Iteration 24Q: 3 clusters Score -6822256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6822255.500000 Penalty: 5624.368652
	Iteration 25Q: 3 clusters Score -6822256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -6822255.000000 Penalty: 5624.368652
	Iteration 26Q: 3 clusters Score -6822255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6822252.000000 Penalty: 5624.368652
	Iteration 27Q: 3 clusters Score -6822252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -6822249.000000 Penalty: 5624.368652
	Iteration 28Q: 3 clusters Score -6822249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -6822250.000000 Penalty: 5624.368652
	Iteration 29Q: 3 clusters Score -6822250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -6822241.500000 Penalty: 5624.368652
	Iteration 30Q: 3 clusters Score -6822242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -6822240.000000 Penalty: 5624.368652
	Iteration 31Q: 3 clusters Score -6822240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -6822242.500000 Penalty: 5624.368652
	Iteration 32Q: 3 clusters Score -6822242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -6822236.000000 Penalty: 5624.368652
	Iteration 33Q: 3 clusters Score -6822236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -6822238.000000 Penalty: 5624.368652
	Iteration 34Q: 3 clusters Score -6822238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -6822235.000000 Penalty: 5624.368652
	Iteration 35Q: 3 clusters Score -6822235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -6822243.500000 Penalty: 5624.368652
	Iteration 36Q: 3 clusters Score -6822244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6822236.000000 Penalty: 5624.368652
	Iteration 37Q: 3 clusters Score -6822236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6822241.500000 Penalty: 5624.368652
	Iteration 38Q: 3 clusters Score -6822242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -6822242.000000 Penalty: 5624.368652
	Iteration 39Q: 3 clusters Score -6822242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -6822240.000000 Penalty: 5624.368652
	Iteration 40F: 3 clusters Score -6822240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -6822236.000000 Penalty: 5624.368652
	Iteration 41Q: 3 clusters Score -6822236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -6822234.000000 Penalty: 5624.368652
	Iteration 42Q: 3 clusters Score -6822234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6822233.500000 Penalty: 5624.368652
	Iteration 43Q: 3 clusters Score -6822234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -6822244.500000 Penalty: 5624.368652
	Iteration 44Q: 3 clusters Score -6822244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -6822247.000000 Penalty: 5624.368652
	Iteration 45Q: 3 clusters Score -6822247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -6822245.500000 Penalty: 5624.368652
	Iteration 46Q: 3 clusters Score -6822246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -6822248.000000 Penalty: 5624.368652
	Iteration 47Q: 3 clusters Score -6822248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -6822238.000000 Penalty: 5624.368652
	Iteration 48Q: 3 clusters Score -6822238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -6822245.500000 Penalty: 5624.368652
	Iteration 49Q: 3 clusters Score -6822246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6822248.500000 Penalty: 5624.368652
	Iteration 50Q: 3 clusters Score -6822248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -6822250.000000 Penalty: 5624.368652
	Iteration 51Q: 3 clusters Score -6822250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -6822260.500000 Penalty: 5624.368652
	Iteration 52Q: 3 clusters Score -6822260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -6822249.500000 Penalty: 5624.368652
	Iteration 53Q: 3 clusters Score -6822250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -6822245.500000 Penalty: 5624.368652
	Iteration 54Q: 3 clusters Score -6822246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6822246.000000 Penalty: 5624.368652
	Iteration 55Q: 3 clusters Score -6822246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6822244.500000 Penalty: 5624.368652
	Iteration 56Q: 3 clusters Score -6822244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -6822246.000000 Penalty: 5624.368652
	Iteration 57Q: 3 clusters Score -6822246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -6822246.000000 Penalty: 5624.368652
	Iteration 58Q: 3 clusters Score -6822246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -6822243.500000 Penalty: 5624.368652
	Iteration 59Q: 3 clusters Score -6822244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6822242.500000 Penalty: 5624.368652
	Iteration 60F: 3 clusters Score -6822242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -6822246.500000 Penalty: 5624.368652
	Iteration 61Q: 3 clusters Score -6822246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -6822254.500000 Penalty: 5624.368652
	Iteration 62Q: 3 clusters Score -6822254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -6822254.500000 Penalty: 5624.368652
	Iteration 63Q: 3 clusters Score -6822254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6822247.500000 Penalty: 5624.368652
	Iteration 64Q: 3 clusters Score -6822248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6822251.000000 Penalty: 5624.368652
	Iteration 65Q: 3 clusters Score -6822251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6822247.000000 Penalty: 5624.368652
	Iteration 66Q: 3 clusters Score -6822247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6822246.000000 Penalty: 5624.368652
	Iteration 67Q: 3 clusters Score -6822246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -6822245.000000 Penalty: 5624.368652
	Iteration 68Q: 3 clusters Score -6822245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6822245.000000 Penalty: 5624.368652
	Iteration 69Q: 3 clusters Score -6822245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -6822243.500000 Penalty: 5624.368652
	Iteration 70Q: 3 clusters Score -6822244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -6822244.500000 Penalty: 5624.368652
	Iteration 71Q: 3 clusters Score -6822244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -6822247.500000 Penalty: 5624.368652
	Iteration 72Q: 3 clusters Score -6822248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6822242.000000 Penalty: 5624.368652
	Iteration 73Q: 3 clusters Score -6822242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6822251.000000 Penalty: 5624.368652
	Iteration 74Q: 3 clusters Score -6822251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6822252.000000 Penalty: 5624.368652
	Iteration 75Q: 3 clusters Score -6822252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6822251.500000 Penalty: 5624.368652
	Iteration 76Q: 3 clusters Score -6822252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -6822249.500000 Penalty: 5624.368652
	Iteration 77Q: 3 clusters Score -6822250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -6822254.500000 Penalty: 5624.368652
	Iteration 78Q: 3 clusters Score -6822254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -6822254.500000 Penalty: 5624.368652
	Iteration 79F: 3 clusters Score -6822254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 48904 members 
Mstep: Class 18 contains 70021 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 53815 members 
Mstep: Class 30 contains 35170 members 
Entering Unmasked Estep 
Score: -50952464.000000 Penalty: 99670.226562
Splitting cluster 17 changes total score from -50833428.000000 to -50952464.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (70021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Entering Unmasked Estep 
Score: -5575888.500000 Penalty: 2766.824463
	Iteration 0F: 2 clusters Score -5575888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -5528973.000000 Penalty: 5533.648926
	Iteration 0F: 3 clusters Score -5528973 nChanged 32822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -5552212.500000 Penalty: 5533.648926
	Iteration 1F: 3 clusters Score -5552212 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -5564543.000000 Penalty: 5533.648926
	Iteration 2F: 3 clusters Score -5564543 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5579944.500000 Penalty: 5533.648926
	Iteration 3F: 3 clusters Score -5579944 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5590039.000000 Penalty: 5533.648926
	Iteration 4F: 3 clusters Score -5590039 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5594786.500000 Penalty: 5533.648926
	Iteration 5F: 3 clusters Score -5594786 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -5597240.000000 Penalty: 5533.648926
	Iteration 6Q: 3 clusters Score -5597240 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -5598396.000000 Penalty: 5533.648926
	Iteration 7Q: 3 clusters Score -5598396 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5598999.000000 Penalty: 5533.648926
	Iteration 8Q: 3 clusters Score -5598999 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -5599394.500000 Penalty: 5533.648926
	Iteration 9Q: 3 clusters Score -5599394 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5599612.500000 Penalty: 5533.648926
	Iteration 10Q: 3 clusters Score -5599612 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -5599790.000000 Penalty: 5533.648926
	Iteration 11Q: 3 clusters Score -5599790 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -5599942.500000 Penalty: 5533.648926
	Iteration 12Q: 3 clusters Score -5599942 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -5600064.500000 Penalty: 5533.648926
	Iteration 13Q: 3 clusters Score -5600064 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -5600135.500000 Penalty: 5533.648926
	Iteration 14Q: 3 clusters Score -5600136 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -5600204.500000 Penalty: 5533.648926
	Iteration 15Q: 3 clusters Score -5600204 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -5600290.500000 Penalty: 5533.648926
	Iteration 16Q: 3 clusters Score -5600290 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5600374.500000 Penalty: 5533.648926
	Iteration 17Q: 3 clusters Score -5600374 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -5600418.000000 Penalty: 5533.648926
	Iteration 18Q: 3 clusters Score -5600418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -5600464.500000 Penalty: 5533.648926
	Iteration 19Q: 3 clusters Score -5600464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -5600530.000000 Penalty: 5533.648926
	Iteration 20F: 3 clusters Score -5600530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -5600563.500000 Penalty: 5533.648926
	Iteration 21Q: 3 clusters Score -5600564 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -5600649.000000 Penalty: 5533.648926
	Iteration 22Q: 3 clusters Score -5600649 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -5600706.000000 Penalty: 5533.648926
	Iteration 23Q: 3 clusters Score -5600706 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -5600813.000000 Penalty: 5533.648926
	Iteration 24Q: 3 clusters Score -5600813 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -5600896.500000 Penalty: 5533.648926
	Iteration 25Q: 3 clusters Score -5600896 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -5601054.000000 Penalty: 5533.648926
	Iteration 26Q: 3 clusters Score -5601054 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -5601259.000000 Penalty: 5533.648926
	Iteration 27Q: 3 clusters Score -5601259 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -5601500.500000 Penalty: 5533.648926
	Iteration 28Q: 3 clusters Score -5601500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -5601881.000000 Penalty: 5533.648926
	Iteration 29Q: 3 clusters Score -5601881 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -5602599.500000 Penalty: 5533.648926
	Iteration 30Q: 3 clusters Score -5602600 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -5603302.000000 Penalty: 5533.648926
	Iteration 31Q: 3 clusters Score -5603302 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -5603734.500000 Penalty: 5533.648926
	Iteration 32Q: 3 clusters Score -5603734 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -5604016.500000 Penalty: 5533.648926
	Iteration 33Q: 3 clusters Score -5604016 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -5604176.500000 Penalty: 5533.648926
	Iteration 34Q: 3 clusters Score -5604176 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -5604251.500000 Penalty: 5533.648926
	Iteration 35Q: 3 clusters Score -5604252 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -5604305.500000 Penalty: 5533.648926
	Iteration 36Q: 3 clusters Score -5604306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -5604314.500000 Penalty: 5533.648926
	Iteration 37Q: 3 clusters Score -5604314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -5604328.000000 Penalty: 5533.648926
	Iteration 38Q: 3 clusters Score -5604328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -5604339.000000 Penalty: 5533.648926
	Iteration 39Q: 3 clusters Score -5604339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -5604368.000000 Penalty: 5533.648926
	Iteration 40F: 3 clusters Score -5604368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -5604368.000000 Penalty: 5533.648926
	Iteration 41Q: 3 clusters Score -5604368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -5604364.500000 Penalty: 5533.648926
	Iteration 42Q: 3 clusters Score -5604364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -5604353.000000 Penalty: 5533.648926
	Iteration 43Q: 3 clusters Score -5604353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -5604369.000000 Penalty: 5533.648926
	Iteration 44Q: 3 clusters Score -5604369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -5604360.500000 Penalty: 5533.648926
	Iteration 45Q: 3 clusters Score -5604360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -5604365.500000 Penalty: 5533.648926
	Iteration 46Q: 3 clusters Score -5604366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -5604371.000000 Penalty: 5533.648926
	Iteration 47Q: 3 clusters Score -5604371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -5604368.500000 Penalty: 5533.648926
	Iteration 48Q: 3 clusters Score -5604368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -5604373.000000 Penalty: 5533.648926
	Iteration 49Q: 3 clusters Score -5604373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -5604373.000000 Penalty: 5533.648926
	Iteration 50F: 3 clusters Score -5604373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 48904 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 19 contains 67590 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 53815 members 
Mstep: Class 30 contains 35170 members 
Mstep: Class 31 contains 53867 members 
Entering Unmasked Estep 
Score: -50980416.000000 Penalty: 102992.570312
Splitting cluster 18 changes total score from -50833428.000000 to -50980416.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (67590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Entering Unmasked Estep 
Score: -5574510.500000 Penalty: 2758.061279
	Iteration 0F: 2 clusters Score -5574510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5529274.500000 Penalty: 5516.122559
	Iteration 0F: 3 clusters Score -5529274 nChanged 31642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -5548220.500000 Penalty: 5516.122559
	Iteration 1F: 3 clusters Score -5548220 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5551299.000000 Penalty: 5516.122559
	Iteration 2F: 3 clusters Score -5551299 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5556304.000000 Penalty: 5516.122559
	Iteration 3F: 3 clusters Score -5556304 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5562388.500000 Penalty: 5516.122559
	Iteration 4F: 3 clusters Score -5562388 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -5567631.500000 Penalty: 5516.122559
	Iteration 5F: 3 clusters Score -5567632 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5570947.500000 Penalty: 5516.122559
	Iteration 6F: 3 clusters Score -5570948 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -5572984.000000 Penalty: 5516.122559
	Iteration 7Q: 3 clusters Score -5572984 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5574334.000000 Penalty: 5516.122559
	Iteration 8Q: 3 clusters Score -5574334 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -5575303.000000 Penalty: 5516.122559
	Iteration 9Q: 3 clusters Score -5575303 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5576096.500000 Penalty: 5516.122559
	Iteration 10Q: 3 clusters Score -5576096 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -5576660.000000 Penalty: 5516.122559
	Iteration 11Q: 3 clusters Score -5576660 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -5576956.000000 Penalty: 5516.122559
	Iteration 12Q: 3 clusters Score -5576956 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5577209.500000 Penalty: 5516.122559
	Iteration 13Q: 3 clusters Score -5577210 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -5577297.000000 Penalty: 5516.122559
	Iteration 14Q: 3 clusters Score -5577297 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5577386.000000 Penalty: 5516.122559
	Iteration 15Q: 3 clusters Score -5577386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -5577417.500000 Penalty: 5516.122559
	Iteration 16Q: 3 clusters Score -5577418 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5577462.500000 Penalty: 5516.122559
	Iteration 17Q: 3 clusters Score -5577462 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -5577500.000000 Penalty: 5516.122559
	Iteration 18Q: 3 clusters Score -5577500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5577519.000000 Penalty: 5516.122559
	Iteration 19Q: 3 clusters Score -5577519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5577538.500000 Penalty: 5516.122559
	Iteration 20F: 3 clusters Score -5577538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5577556.000000 Penalty: 5516.122559
	Iteration 21Q: 3 clusters Score -5577556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5577556.000000 Penalty: 5516.122559
	Iteration 22Q: 3 clusters Score -5577556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5577566.000000 Penalty: 5516.122559
	Iteration 23Q: 3 clusters Score -5577566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -5577560.000000 Penalty: 5516.122559
	Iteration 24Q: 3 clusters Score -5577560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5577561.000000 Penalty: 5516.122559
	Iteration 25Q: 3 clusters Score -5577561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5577569.500000 Penalty: 5516.122559
	Iteration 26Q: 3 clusters Score -5577570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5577566.000000 Penalty: 5516.122559
	Iteration 27Q: 3 clusters Score -5577566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5577569.000000 Penalty: 5516.122559
	Iteration 28Q: 3 clusters Score -5577569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5577569.500000 Penalty: 5516.122559
	Iteration 29Q: 3 clusters Score -5577570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5577573.000000 Penalty: 5516.122559
	Iteration 30Q: 3 clusters Score -5577573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5577575.000000 Penalty: 5516.122559
	Iteration 31Q: 3 clusters Score -5577575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5577584.500000 Penalty: 5516.122559
	Iteration 32Q: 3 clusters Score -5577584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5577590.500000 Penalty: 5516.122559
	Iteration 33Q: 3 clusters Score -5577590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5577578.500000 Penalty: 5516.122559
	Iteration 34Q: 3 clusters Score -5577578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -5577584.500000 Penalty: 5516.122559
	Iteration 35Q: 3 clusters Score -5577584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5577588.000000 Penalty: 5516.122559
	Iteration 36Q: 3 clusters Score -5577588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5577588.000000 Penalty: 5516.122559
	Iteration 37F: 3 clusters Score -5577588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 48904 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 19 contains 64106 members 
Mstep: Class 20 contains 62160 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 53815 members 
Mstep: Class 30 contains 35170 members 
Mstep: Class 31 contains 53867 members 
Mstep: Class 32 contains 3484 members 
Entering Unmasked Estep 
Score: -50983204.000000 Penalty: 106314.906250
Splitting cluster 19 changes total score from -50833428.000000 to -50983204.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (62160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Entering Unmasked Estep 
Score: -5210180.000000 Penalty: 2737.291748
	Iteration 0F: 2 clusters Score -5210180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -5168353.500000 Penalty: 5474.583496
	Iteration 0F: 3 clusters Score -5168354 nChanged 29033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -5185744.000000 Penalty: 5474.583496
	Iteration 1F: 3 clusters Score -5185744 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5188915.500000 Penalty: 5474.583496
	Iteration 2F: 3 clusters Score -5188916 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -5197731.000000 Penalty: 5474.583496
	Iteration 3F: 3 clusters Score -5197731 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -5208399.500000 Penalty: 5474.583496
	Iteration 4F: 3 clusters Score -5208400 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5213643.000000 Penalty: 5474.583496
	Iteration 5F: 3 clusters Score -5213643 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -5216250.000000 Penalty: 5474.583496
	Iteration 6F: 3 clusters Score -5216250 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -5217794.500000 Penalty: 5474.583496
	Iteration 7Q: 3 clusters Score -5217794 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -5218816.500000 Penalty: 5474.583496
	Iteration 8Q: 3 clusters Score -5218816 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -5219530.000000 Penalty: 5474.583496
	Iteration 9Q: 3 clusters Score -5219530 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -5220107.500000 Penalty: 5474.583496
	Iteration 10Q: 3 clusters Score -5220108 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -5220625.500000 Penalty: 5474.583496
	Iteration 11Q: 3 clusters Score -5220626 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -5221092.500000 Penalty: 5474.583496
	Iteration 12Q: 3 clusters Score -5221092 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -5221547.500000 Penalty: 5474.583496
	Iteration 13Q: 3 clusters Score -5221548 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -5222036.500000 Penalty: 5474.583496
	Iteration 14Q: 3 clusters Score -5222036 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -5222616.000000 Penalty: 5474.583496
	Iteration 15Q: 3 clusters Score -5222616 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -5223039.000000 Penalty: 5474.583496
	Iteration 16Q: 3 clusters Score -5223039 nChanged 299
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Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 57535 members 
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	Iteration 109Q: 3 clusters Score -5224689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -5224693.000000 Penalty: 5474.583496
	Iteration 110Q: 3 clusters Score -5224693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -5224691.000000 Penalty: 5474.583496
	Iteration 111Q: 3 clusters Score -5224691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -5224690.000000 Penalty: 5474.583496
	Iteration 112Q: 3 clusters Score -5224690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -5224689.500000 Penalty: 5474.583496
	Iteration 113Q: 3 clusters Score -5224690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -5224691.500000 Penalty: 5474.583496
	Iteration 114Q: 3 clusters Score -5224692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -5224695.500000 Penalty: 5474.583496
	Iteration 115Q: 3 clusters Score -5224696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5224709.000000 Penalty: 5474.583496
	Iteration 116Q: 3 clusters Score -5224709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -5224694.000000 Penalty: 5474.583496
	Iteration 117Q: 3 clusters Score -5224694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -5224695.500000 Penalty: 5474.583496
	Iteration 118Q: 3 clusters Score -5224696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -5224700.000000 Penalty: 5474.583496
	Iteration 119Q: 3 clusters Score -5224700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -5224696.500000 Penalty: 5474.583496
	Iteration 120F: 3 clusters Score -5224696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -5224702.500000 Penalty: 5474.583496
	Iteration 121Q: 3 clusters Score -5224702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -5224702.500000 Penalty: 5474.583496
	Iteration 122Q: 3 clusters Score -5224702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -5224703.500000 Penalty: 5474.583496
	Iteration 123Q: 3 clusters Score -5224704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -5224703.500000 Penalty: 5474.583496
	Iteration 124F: 3 clusters Score -5224704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 5 contains 22599 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 48904 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 19 contains 64106 members 
Mstep: Class 20 contains 10316 members 
Mstep: Class 21 contains 10853 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 2097 members 
Mstep: Class 24 contains 3493 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 2744 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 2582 members 
Mstep: Class 29 contains 53815 members 
Mstep: Class 30 contains 35170 members 
Mstep: Class 31 contains 53867 members 
Mstep: Class 32 contains 3484 members 
Mstep: Class 33 contains 51844 members 
Entering Unmasked Estep 
Score: -50997256.000000 Penalty: 109637.250000
Splitting cluster 20 changes total score from -50833428.000000 to -50997256.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 19325 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 7805 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 11 contains 56592 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 48904 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 19 contains 64106 members 
Mstep: Class 20 contains 10316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51018436.000000 Penalty: 109637.250000
Iteration 39Q: 34 clusters Score -5.101844e+07 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 19435 members 
Mstep: Class 5 contains 22214 members 
Mstep: Class 6 contains 16653 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 56985 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 32024 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 13258 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 63655 members 
Mstep: Class 20 contains 11033 members 
Mstep: Class 21 contains 10953 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 2071 members 
Mstep: Class 24 contains 4560 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 22989 members 
Mstep: Class 28 contains 2474 members 
Mstep: Class 29 contains 53082 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 51428 members 
Mstep: Class 32 contains 3589 members 
Mstep: Class 33 contains 50644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51038040.000000 Penalty: 109637.250000
Iteration 40F: 34 clusters Score -5.103804e+07 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 2636 members 
Mstep: Class 4 contains 18768 members 
Mstep: Class 5 contains 22045 members 
Mstep: Class 6 contains 15787 members 
Mstep: Class 7 contains 9761 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 2608 members 
Mstep: Class 10 contains 6860 members 
Mstep: Class 11 contains 57027 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 31825 members 
Mstep: Class 15 contains 7161 members 
Mstep: Class 16 contains 13165 members 
Mstep: Class 17 contains 49396 members 
Mstep: Class 18 contains 16120 members 
Mstep: Class 19 contains 62666 members 
Mstep: Class 20 contains 11598 members 
Mstep: Class 21 contains 11225 members 
Mstep: Class 22 contains 4326 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 6365 members 
Mstep: Class 25 contains 3781 members 
Mstep: Class 26 contains 3203 members 
Mstep: Class 27 contains 23309 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 53950 members 
Mstep: Class 30 contains 35030 members 
Mstep: Class 31 contains 49771 members 
Mstep: Class 32 contains 3636 members 
Mstep: Class 33 contains 52127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51047016.000000 Penalty: 109637.250000
Iteration 41Q: 34 clusters Score -5.104702e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 18288 members 
Mstep: Class 5 contains 21933 members 
Mstep: Class 6 contains 15080 members 
Mstep: Class 7 contains 9751 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 57004 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 31642 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 13122 members 
Mstep: Class 17 contains 48244 members 
Mstep: Class 18 contains 15917 members 
Mstep: Class 19 contains 62182 members 
Mstep: Class 20 contains 12159 members 
Mstep: Class 21 contains 11334 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 2150 members 
Mstep: Class 24 contains 7579 members 
Mstep: Class 25 contains 3947 members 
Mstep: Class 26 contains 3412 members 
Mstep: Class 27 contains 23461 members 
Mstep: Class 28 contains 2885 members 
Mstep: Class 29 contains 54470 members 
Mstep: Class 30 contains 35035 members 
Mstep: Class 31 contains 48398 members 
Mstep: Class 32 contains 3637 members 
Mstep: Class 33 contains 53147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51053520.000000 Penalty: 109637.250000
Iteration 42Q: 34 clusters Score -5.105352e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 14375 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 56917 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 31387 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 47282 members 
Mstep: Class 18 contains 15735 members 
Mstep: Class 19 contains 61904 members 
Mstep: Class 20 contains 12795 members 
Mstep: Class 21 contains 11367 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 2157 members 
Mstep: Class 24 contains 8417 members 
Mstep: Class 25 contains 4110 members 
Mstep: Class 26 contains 3561 members 
Mstep: Class 27 contains 23579 members 
Mstep: Class 28 contains 2952 members 
Mstep: Class 29 contains 54882 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 47081 members 
Mstep: Class 32 contains 3636 members 
Mstep: Class 33 contains 53978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51061212.000000 Penalty: 109637.250000
Iteration 43Q: 34 clusters Score -5.106121e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 21837 members 
Mstep: Class 6 contains 13623 members 
Mstep: Class 7 contains 9747 members 
Mstep: Class 8 contains 7961 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 9690 members 
Mstep: Class 11 contains 56829 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 31077 members 
Mstep: Class 15 contains 7100 members 
Mstep: Class 16 contains 13012 members 
Mstep: Class 17 contains 46477 members 
Mstep: Class 18 contains 15593 members 
Mstep: Class 19 contains 61731 members 
Mstep: Class 20 contains 13440 members 
Mstep: Class 21 contains 11350 members 
Mstep: Class 22 contains 4105 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 9098 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 3673 members 
Mstep: Class 27 contains 23646 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 55193 members 
Mstep: Class 30 contains 34900 members 
Mstep: Class 31 contains 45536 members 
Mstep: Class 32 contains 3638 members 
Mstep: Class 33 contains 54740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51070328.000000 Penalty: 109637.250000
Iteration 44Q: 34 clusters Score -5.107033e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 17376 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 13206 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 10952 members 
Mstep: Class 11 contains 56728 members 
Mstep: Class 12 contains 11495 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 30800 members 
Mstep: Class 15 contains 7100 members 
Mstep: Class 16 contains 12918 members 
Mstep: Class 17 contains 45830 members 
Mstep: Class 18 contains 15458 members 
Mstep: Class 19 contains 61638 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 11327 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 9637 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 23672 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 55466 members 
Mstep: Class 30 contains 34761 members 
Mstep: Class 31 contains 44025 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 55414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51076012.000000 Penalty: 109637.250000
Iteration 45Q: 34 clusters Score -5.107601e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 17179 members 
Mstep: Class 5 contains 21820 members 
Mstep: Class 6 contains 13030 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8383 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 11843 members 
Mstep: Class 11 contains 56641 members 
Mstep: Class 12 contains 11415 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 30581 members 
Mstep: Class 15 contains 7114 members 
Mstep: Class 16 contains 12791 members 
Mstep: Class 17 contains 45314 members 
Mstep: Class 18 contains 15339 members 
Mstep: Class 19 contains 61559 members 
Mstep: Class 20 contains 13803 members 
Mstep: Class 21 contains 11292 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2164 members 
Mstep: Class 24 contains 10119 members 
Mstep: Class 25 contains 4601 members 
Mstep: Class 26 contains 3827 members 
Mstep: Class 27 contains 23703 members 
Mstep: Class 28 contains 3016 members 
Mstep: Class 29 contains 55693 members 
Mstep: Class 30 contains 34600 members 
Mstep: Class 31 contains 42902 members 
Mstep: Class 32 contains 3652 members 
Mstep: Class 33 contains 56052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51078608.000000 Penalty: 109637.250000
Iteration 46Q: 34 clusters Score -5.107861e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 17028 members 
Mstep: Class 5 contains 21818 members 
Mstep: Class 6 contains 12972 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 8557 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 12457 members 
Mstep: Class 11 contains 56552 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 30345 members 
Mstep: Class 15 contains 7117 members 
Mstep: Class 16 contains 12632 members 
Mstep: Class 17 contains 44953 members 
Mstep: Class 18 contains 15244 members 
Mstep: Class 19 contains 61538 members 
Mstep: Class 20 contains 13815 members 
Mstep: Class 21 contains 11259 members 
Mstep: Class 22 contains 4114 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 10477 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 3885 members 
Mstep: Class 27 contains 23703 members 
Mstep: Class 28 contains 3016 members 
Mstep: Class 29 contains 55864 members 
Mstep: Class 30 contains 34399 members 
Mstep: Class 31 contains 42122 members 
Mstep: Class 32 contains 3654 members 
Mstep: Class 33 contains 56567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51080200.000000 Penalty: 109637.250000
Iteration 47Q: 34 clusters Score -5.10802e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 16901 members 
Mstep: Class 5 contains 21825 members 
Mstep: Class 6 contains 12949 members 
Mstep: Class 7 contains 9741 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 56466 members 
Mstep: Class 12 contains 11314 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 14 contains 30117 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 16 contains 12414 members 
Mstep: Class 17 contains 44668 members 
Mstep: Class 18 contains 15156 members 
Mstep: Class 19 contains 61525 members 
Mstep: Class 20 contains 13792 members 
Mstep: Class 21 contains 11226 members 
Mstep: Class 22 contains 4121 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 10765 members 
Mstep: Class 25 contains 5040 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 23735 members 
Mstep: Class 28 contains 3026 members 
Mstep: Class 29 contains 56010 members 
Mstep: Class 30 contains 34175 members 
Mstep: Class 31 contains 41572 members 
Mstep: Class 32 contains 3655 members 
Mstep: Class 33 contains 56988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51081528.000000 Penalty: 109637.250000
Iteration 48Q: 34 clusters Score -5.108153e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 16760 members 
Mstep: Class 5 contains 21831 members 
Mstep: Class 6 contains 12943 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 2633 members 
Mstep: Class 10 contains 13312 members 
Mstep: Class 11 contains 56368 members 
Mstep: Class 12 contains 11265 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 29842 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 44440 members 
Mstep: Class 18 contains 15104 members 
Mstep: Class 19 contains 61523 members 
Mstep: Class 20 contains 13783 members 
Mstep: Class 21 contains 11202 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 5400 members 
Mstep: Class 26 contains 3947 members 
Mstep: Class 27 contains 23782 members 
Mstep: Class 28 contains 3029 members 
Mstep: Class 29 contains 56138 members 
Mstep: Class 30 contains 33887 members 
Mstep: Class 31 contains 41137 members 
Mstep: Class 32 contains 3652 members 
Mstep: Class 33 contains 57386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51083072.000000 Penalty: 109637.250000
Iteration 49Q: 34 clusters Score -5.108307e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 16650 members 
Mstep: Class 5 contains 21837 members 
Mstep: Class 6 contains 12944 members 
Mstep: Class 7 contains 9741 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 13595 members 
Mstep: Class 11 contains 56278 members 
Mstep: Class 12 contains 11237 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 29535 members 
Mstep: Class 15 contains 7139 members 
Mstep: Class 16 contains 11732 members 
Mstep: Class 17 contains 44324 members 
Mstep: Class 18 contains 15063 members 
Mstep: Class 19 contains 61528 members 
Mstep: Class 20 contains 13774 members 
Mstep: Class 21 contains 11170 members 
Mstep: Class 22 contains 4122 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 11214 members 
Mstep: Class 25 contains 5853 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 23808 members 
Mstep: Class 28 contains 3025 members 
Mstep: Class 29 contains 56200 members 
Mstep: Class 30 contains 33557 members 
Mstep: Class 31 contains 40849 members 
Mstep: Class 32 contains 3659 members 
Mstep: Class 33 contains 57738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51084280.000000 Penalty: 109637.250000
Iteration 50Q: 34 clusters Score -5.108428e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 16548 members 
Mstep: Class 5 contains 21846 members 
Mstep: Class 6 contains 12941 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 9294 members 
Mstep: Class 9 contains 2654 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 56194 members 
Mstep: Class 12 contains 11221 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 29225 members 
Mstep: Class 15 contains 7151 members 
Mstep: Class 16 contains 11394 members 
Mstep: Class 17 contains 44354 members 
Mstep: Class 18 contains 15024 members 
Mstep: Class 19 contains 61531 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 11149 members 
Mstep: Class 22 contains 4119 members 
Mstep: Class 23 contains 2167 members 
Mstep: Class 24 contains 11383 members 
Mstep: Class 25 contains 6237 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 23824 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 56273 members 
Mstep: Class 30 contains 33143 members 
Mstep: Class 31 contains 40653 members 
Mstep: Class 32 contains 3673 members 
Mstep: Class 33 contains 58064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51085304.000000 Penalty: 109637.250000
Iteration 51Q: 34 clusters Score -5.10853e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 16439 members 
Mstep: Class 5 contains 21849 members 
Mstep: Class 6 contains 12942 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 9465 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 56116 members 
Mstep: Class 12 contains 11220 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 28990 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 11136 members 
Mstep: Class 17 contains 44589 members 
Mstep: Class 18 contains 14985 members 
Mstep: Class 19 contains 61546 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 11492 members 
Mstep: Class 25 contains 6451 members 
Mstep: Class 26 contains 3997 members 
Mstep: Class 27 contains 23786 members 
Mstep: Class 28 contains 3015 members 
Mstep: Class 29 contains 56422 members 
Mstep: Class 30 contains 32585 members 
Mstep: Class 31 contains 40521 members 
Mstep: Class 32 contains 3673 members 
Mstep: Class 33 contains 58375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51086840.000000 Penalty: 109637.250000
Iteration 52Q: 34 clusters Score -5.108684e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 16338 members 
Mstep: Class 5 contains 21849 members 
Mstep: Class 6 contains 12940 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 14082 members 
Mstep: Class 11 contains 56050 members 
Mstep: Class 12 contains 11227 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 28805 members 
Mstep: Class 15 contains 7173 members 
Mstep: Class 16 contains 10949 members 
Mstep: Class 17 contains 44997 members 
Mstep: Class 18 contains 14963 members 
Mstep: Class 19 contains 61568 members 
Mstep: Class 20 contains 13706 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 11587 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 4005 members 
Mstep: Class 27 contains 23711 members 
Mstep: Class 28 contains 3014 members 
Mstep: Class 29 contains 56576 members 
Mstep: Class 30 contains 31920 members 
Mstep: Class 31 contains 40433 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 58656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51087980.000000 Penalty: 109637.250000
Iteration 53Q: 34 clusters Score -5.108798e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 21848 members 
Mstep: Class 6 contains 12944 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 14159 members 
Mstep: Class 11 contains 56001 members 
Mstep: Class 12 contains 11229 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 28656 members 
Mstep: Class 15 contains 7179 members 
Mstep: Class 16 contains 10815 members 
Mstep: Class 17 contains 45540 members 
Mstep: Class 18 contains 14945 members 
Mstep: Class 19 contains 61585 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 11086 members 
Mstep: Class 22 contains 4123 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 11715 members 
Mstep: Class 25 contains 6649 members 
Mstep: Class 26 contains 4008 members 
Mstep: Class 27 contains 23579 members 
Mstep: Class 28 contains 3024 members 
Mstep: Class 29 contains 56725 members 
Mstep: Class 30 contains 31190 members 
Mstep: Class 31 contains 40370 members 
Mstep: Class 32 contains 3685 members 
Mstep: Class 33 contains 58875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089392.000000 Penalty: 109637.250000
Iteration 54Q: 34 clusters Score -5.108939e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 16145 members 
Mstep: Class 5 contains 21852 members 
Mstep: Class 6 contains 12947 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 9797 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 11 contains 55949 members 
Mstep: Class 12 contains 11228 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 28501 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 10710 members 
Mstep: Class 17 contains 46071 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 61605 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 11857 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 4004 members 
Mstep: Class 27 contains 23406 members 
Mstep: Class 28 contains 3031 members 
Mstep: Class 29 contains 56856 members 
Mstep: Class 30 contains 30544 members 
Mstep: Class 31 contains 40318 members 
Mstep: Class 32 contains 3685 members 
Mstep: Class 33 contains 59094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090812.000000 Penalty: 109637.250000
Iteration 55Q: 34 clusters Score -5.109081e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 16075 members 
Mstep: Class 5 contains 21857 members 
Mstep: Class 6 contains 12950 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 9863 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 14277 members 
Mstep: Class 11 contains 55892 members 
Mstep: Class 12 contains 11233 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 28339 members 
Mstep: Class 15 contains 7176 members 
Mstep: Class 16 contains 10631 members 
Mstep: Class 17 contains 46538 members 
Mstep: Class 18 contains 14950 members 
Mstep: Class 19 contains 61627 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 21 contains 11035 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 11997 members 
Mstep: Class 25 contains 6756 members 
Mstep: Class 26 contains 4014 members 
Mstep: Class 27 contains 23200 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 56957 members 
Mstep: Class 30 contains 30030 members 
Mstep: Class 31 contains 40277 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 59273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091720.000000 Penalty: 109637.250000
Iteration 56Q: 34 clusters Score -5.109172e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 16016 members 
Mstep: Class 5 contains 21854 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 14316 members 
Mstep: Class 11 contains 55837 members 
Mstep: Class 12 contains 11228 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 28178 members 
Mstep: Class 15 contains 7178 members 
Mstep: Class 16 contains 10566 members 
Mstep: Class 17 contains 46901 members 
Mstep: Class 18 contains 14953 members 
Mstep: Class 19 contains 61625 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 11014 members 
Mstep: Class 22 contains 4133 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 12103 members 
Mstep: Class 25 contains 6787 members 
Mstep: Class 26 contains 4031 members 
Mstep: Class 27 contains 22966 members 
Mstep: Class 28 contains 3041 members 
Mstep: Class 29 contains 57056 members 
Mstep: Class 30 contains 29688 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 3686 members 
Mstep: Class 33 contains 59433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092364.000000 Penalty: 109637.250000
Iteration 57Q: 34 clusters Score -5.109236e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15963 members 
Mstep: Class 5 contains 21856 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 14344 members 
Mstep: Class 11 contains 55784 members 
Mstep: Class 12 contains 11222 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 28025 members 
Mstep: Class 15 contains 7182 members 
Mstep: Class 16 contains 10520 members 
Mstep: Class 17 contains 47152 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 61622 members 
Mstep: Class 20 contains 13649 members 
Mstep: Class 21 contains 10988 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 12189 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 4039 members 
Mstep: Class 27 contains 22740 members 
Mstep: Class 28 contains 3040 members 
Mstep: Class 29 contains 57126 members 
Mstep: Class 30 contains 29519 members 
Mstep: Class 31 contains 40232 members 
Mstep: Class 32 contains 3689 members 
Mstep: Class 33 contains 59568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093016.000000 Penalty: 109637.250000
Iteration 58Q: 34 clusters Score -5.109302e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 15920 members 
Mstep: Class 5 contains 21857 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 10 contains 14362 members 
Mstep: Class 11 contains 55734 members 
Mstep: Class 12 contains 11222 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 27829 members 
Mstep: Class 15 contains 7182 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 47372 members 
Mstep: Class 18 contains 14982 members 
Mstep: Class 19 contains 61618 members 
Mstep: Class 20 contains 13639 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 12251 members 
Mstep: Class 25 contains 6837 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 22545 members 
Mstep: Class 28 contains 3036 members 
Mstep: Class 29 contains 57195 members 
Mstep: Class 30 contains 29424 members 
Mstep: Class 31 contains 40223 members 
Mstep: Class 32 contains 3697 members 
Mstep: Class 33 contains 59673 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -5.109342e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15892 members 
Mstep: Class 5 contains 21858 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 14376 members 
Mstep: Class 11 contains 55688 members 
Mstep: Class 12 contains 11220 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 27654 members 
Mstep: Class 15 contains 7180 members 
Mstep: Class 16 contains 10451 members 
Mstep: Class 17 contains 47542 members 
Mstep: Class 18 contains 15001 members 
Mstep: Class 19 contains 61612 members 
Mstep: Class 20 contains 13632 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 4136 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 12352 members 
Mstep: Class 25 contains 6845 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 22405 members 
Mstep: Class 28 contains 3033 members 
Mstep: Class 29 contains 57247 members 
Mstep: Class 30 contains 29358 members 
Mstep: Class 31 contains 40220 members 
Mstep: Class 32 contains 3694 members 
Mstep: Class 33 contains 59748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51094648.000000 Penalty: 109637.250000
Iteration 60F: 34 clusters Score -5.109465e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 15860 members 
Mstep: Class 5 contains 21858 members 
Mstep: Class 6 contains 12954 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 10229 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 55650 members 
Mstep: Class 12 contains 11212 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 27445 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 10431 members 
Mstep: Class 17 contains 47645 members 
Mstep: Class 18 contains 15026 members 
Mstep: Class 19 contains 61602 members 
Mstep: Class 20 contains 13640 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 4121 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12380 members 
Mstep: Class 25 contains 6850 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 22279 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 57293 members 
Mstep: Class 30 contains 29366 members 
Mstep: Class 31 contains 39745 members 
Mstep: Class 32 contains 3695 members 
Mstep: Class 33 contains 59809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095404.000000 Penalty: 109637.250000
Iteration 61Q: 34 clusters Score -5.10954e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 15831 members 
Mstep: Class 5 contains 21856 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 10300 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 15159 members 
Mstep: Class 11 contains 55624 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 2712 members 
Mstep: Class 14 contains 27252 members 
Mstep: Class 15 contains 7184 members 
Mstep: Class 16 contains 10415 members 
Mstep: Class 17 contains 47718 members 
Mstep: Class 18 contains 15050 members 
Mstep: Class 19 contains 61592 members 
Mstep: Class 20 contains 13633 members 
Mstep: Class 21 contains 10873 members 
Mstep: Class 22 contains 4116 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 22154 members 
Mstep: Class 28 contains 3129 members 
Mstep: Class 29 contains 57330 members 
Mstep: Class 30 contains 29434 members 
Mstep: Class 31 contains 39485 members 
Mstep: Class 32 contains 3693 members 
Mstep: Class 33 contains 59865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095888.000000 Penalty: 109637.250000
Iteration 62Q: 34 clusters Score -5.109589e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 21861 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 9738 members 
Mstep: Class 8 contains 10375 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 55599 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 2712 members 
Mstep: Class 14 contains 27047 members 
Mstep: Class 15 contains 7195 members 
Mstep: Class 16 contains 10404 members 
Mstep: Class 17 contains 47760 members 
Mstep: Class 18 contains 15071 members 
Mstep: Class 19 contains 61589 members 
Mstep: Class 20 contains 13624 members 
Mstep: Class 21 contains 10848 members 
Mstep: Class 22 contains 4114 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12455 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 4089 members 
Mstep: Class 27 contains 22052 members 
Mstep: Class 28 contains 3140 members 
Mstep: Class 29 contains 57361 members 
Mstep: Class 30 contains 29535 members 
Mstep: Class 31 contains 39329 members 
Mstep: Class 32 contains 3693 members 
Mstep: Class 33 contains 59901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096176.000000 Penalty: 109637.250000
Iteration 63Q: 34 clusters Score -5.109618e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 15790 members 
Mstep: Class 5 contains 21866 members 
Mstep: Class 6 contains 12956 members 
Mstep: Class 7 contains 9739 members 
Mstep: Class 8 contains 10426 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 15503 members 
Mstep: Class 11 contains 55573 members 
Mstep: Class 12 contains 11162 members 
Mstep: Class 13 contains 2712 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 7205 members 
Mstep: Class 16 contains 10396 members 
Mstep: Class 17 contains 47792 members 
Mstep: Class 18 contains 15084 members 
Mstep: Class 19 contains 61577 members 
Mstep: Class 20 contains 13621 members 
Mstep: Class 21 contains 10826 members 
Mstep: Class 22 contains 4112 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 4090 members 
Mstep: Class 27 contains 21990 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 57393 members 
Mstep: Class 30 contains 29648 members 
Mstep: Class 31 contains 39214 members 
Mstep: Class 32 contains 3691 members 
Mstep: Class 33 contains 59918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096464.000000 Penalty: 109637.250000
Iteration 64Q: 34 clusters Score -5.109646e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15767 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 9740 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 55551 members 
Mstep: Class 12 contains 11153 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 26599 members 
Mstep: Class 15 contains 7218 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 47823 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 61576 members 
Mstep: Class 20 contains 13621 members 
Mstep: Class 21 contains 10801 members 
Mstep: Class 22 contains 4109 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 21921 members 
Mstep: Class 28 contains 3147 members 
Mstep: Class 29 contains 57420 members 
Mstep: Class 30 contains 29755 members 
Mstep: Class 31 contains 39122 members 
Mstep: Class 32 contains 3685 members 
Mstep: Class 33 contains 59935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096668.000000 Penalty: 109637.250000
Iteration 65Q: 34 clusters Score -5.109667e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15746 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 12959 members 
Mstep: Class 7 contains 9741 members 
Mstep: Class 8 contains 10519 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 15762 members 
Mstep: Class 11 contains 55532 members 
Mstep: Class 12 contains 11144 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 26424 members 
Mstep: Class 15 contains 7224 members 
Mstep: Class 16 contains 10390 members 
Mstep: Class 17 contains 47823 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 61559 members 
Mstep: Class 20 contains 13616 members 
Mstep: Class 21 contains 10771 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12582 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21859 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 57436 members 
Mstep: Class 30 contains 29882 members 
Mstep: Class 31 contains 39045 members 
Mstep: Class 32 contains 3683 members 
Mstep: Class 33 contains 59947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096632.000000 Penalty: 109637.250000
Iteration 66Q: 34 clusters Score -5.109663e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 15729 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 10546 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 15868 members 
Mstep: Class 11 contains 55502 members 
Mstep: Class 12 contains 11136 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 26224 members 
Mstep: Class 15 contains 7226 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 47820 members 
Mstep: Class 18 contains 15126 members 
Mstep: Class 19 contains 61545 members 
Mstep: Class 20 contains 13610 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 22 contains 4109 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 6862 members 
Mstep: Class 26 contains 4095 members 
Mstep: Class 27 contains 21826 members 
Mstep: Class 28 contains 3149 members 
Mstep: Class 29 contains 57451 members 
Mstep: Class 30 contains 29996 members 
Mstep: Class 31 contains 38981 members 
Mstep: Class 32 contains 3683 members 
Mstep: Class 33 contains 59967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096736.000000 Penalty: 109637.250000
Iteration 67Q: 34 clusters Score -5.109674e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 21875 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 9741 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 55479 members 
Mstep: Class 12 contains 11127 members 
Mstep: Class 13 contains 2734 members 
Mstep: Class 14 contains 26040 members 
Mstep: Class 15 contains 7236 members 
Mstep: Class 16 contains 10386 members 
Mstep: Class 17 contains 47817 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 61533 members 
Mstep: Class 20 contains 13606 members 
Mstep: Class 21 contains 10720 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 21798 members 
Mstep: Class 28 contains 3151 members 
Mstep: Class 29 contains 57466 members 
Mstep: Class 30 contains 30119 members 
Mstep: Class 31 contains 38946 members 
Mstep: Class 32 contains 3681 members 
Mstep: Class 33 contains 59972 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -5.109692e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 15704 members 
Mstep: Class 5 contains 21879 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 55462 members 
Mstep: Class 12 contains 11115 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 25893 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 10384 members 
Mstep: Class 17 contains 47799 members 
Mstep: Class 18 contains 15166 members 
Mstep: Class 19 contains 61524 members 
Mstep: Class 20 contains 13601 members 
Mstep: Class 21 contains 10685 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 21778 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 57478 members 
Mstep: Class 30 contains 30236 members 
Mstep: Class 31 contains 38903 members 
Mstep: Class 32 contains 3680 members 
Mstep: Class 33 contains 59967 members 
Entering Unmasked Estep 
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Iteration 69Q: 34 clusters Score -5.109702e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 15701 members 
Mstep: Class 5 contains 21881 members 
Mstep: Class 6 contains 12964 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 10625 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 55456 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 2737 members 
Mstep: Class 14 contains 25757 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 10383 members 
Mstep: Class 17 contains 47796 members 
Mstep: Class 18 contains 15177 members 
Mstep: Class 19 contains 61514 members 
Mstep: Class 20 contains 13595 members 
Mstep: Class 21 contains 10647 members 
Mstep: Class 22 contains 4112 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12746 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 4100 members 
Mstep: Class 27 contains 21757 members 
Mstep: Class 28 contains 3138 members 
Mstep: Class 29 contains 57487 members 
Mstep: Class 30 contains 30341 members 
Mstep: Class 31 contains 38871 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 59973 members 
Entering Unmasked Estep 
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Iteration 70Q: 34 clusters Score -5.109688e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10643 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 16088 members 
Mstep: Class 11 contains 55443 members 
Mstep: Class 12 contains 11092 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 25623 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 10379 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 15195 members 
Mstep: Class 19 contains 61508 members 
Mstep: Class 20 contains 13593 members 
Mstep: Class 21 contains 10610 members 
Mstep: Class 22 contains 4112 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12774 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 21760 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57498 members 
Mstep: Class 30 contains 30430 members 
Mstep: Class 31 contains 38846 members 
Mstep: Class 32 contains 3680 members 
Mstep: Class 33 contains 59974 members 
Entering Unmasked Estep 
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Iteration 71Q: 34 clusters Score -5.109682e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15688 members 
Mstep: Class 5 contains 21886 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10668 members 
Mstep: Class 9 contains 2530 members 
Mstep: Class 10 contains 16124 members 
Mstep: Class 11 contains 55420 members 
Mstep: Class 12 contains 11079 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 25512 members 
Mstep: Class 15 contains 7275 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 47791 members 
Mstep: Class 18 contains 15208 members 
Mstep: Class 19 contains 61512 members 
Mstep: Class 20 contains 13592 members 
Mstep: Class 21 contains 10584 members 
Mstep: Class 22 contains 4110 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12799 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 21756 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 57509 members 
Mstep: Class 30 contains 30504 members 
Mstep: Class 31 contains 38826 members 
Mstep: Class 32 contains 3682 members 
Mstep: Class 33 contains 59962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096936.000000 Penalty: 109637.250000
Iteration 72Q: 34 clusters Score -5.109694e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15682 members 
Mstep: Class 5 contains 21884 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10694 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 55396 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 25406 members 
Mstep: Class 15 contains 7280 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 47799 members 
Mstep: Class 18 contains 15216 members 
Mstep: Class 19 contains 61511 members 
Mstep: Class 20 contains 13588 members 
Mstep: Class 21 contains 10561 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12803 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 21735 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 57516 members 
Mstep: Class 30 contains 30587 members 
Mstep: Class 31 contains 38807 members 
Mstep: Class 32 contains 3682 members 
Mstep: Class 33 contains 59960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097132.000000 Penalty: 109637.250000
Iteration 73Q: 34 clusters Score -5.109713e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 2480 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15681 members 
Mstep: Class 5 contains 21884 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10714 members 
Mstep: Class 9 contains 2529 members 
Mstep: Class 10 contains 16188 members 
Mstep: Class 11 contains 55373 members 
Mstep: Class 12 contains 11058 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 25314 members 
Mstep: Class 15 contains 7285 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 47806 members 
Mstep: Class 18 contains 15230 members 
Mstep: Class 19 contains 61515 members 
Mstep: Class 20 contains 13583 members 
Mstep: Class 21 contains 10534 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12818 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 4101 members 
Mstep: Class 27 contains 21701 members 
Mstep: Class 28 contains 3129 members 
Mstep: Class 29 contains 57518 members 
Mstep: Class 30 contains 30667 members 
Mstep: Class 31 contains 38795 members 
Mstep: Class 32 contains 3682 members 
Mstep: Class 33 contains 59953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097280.000000 Penalty: 109637.250000
Iteration 74Q: 34 clusters Score -5.109728e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15681 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10738 members 
Mstep: Class 9 contains 2529 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 55350 members 
Mstep: Class 12 contains 11055 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 25236 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 47807 members 
Mstep: Class 18 contains 15237 members 
Mstep: Class 19 contains 61505 members 
Mstep: Class 20 contains 13581 members 
Mstep: Class 21 contains 10518 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12832 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 4100 members 
Mstep: Class 27 contains 21653 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 57520 members 
Mstep: Class 30 contains 30749 members 
Mstep: Class 31 contains 38789 members 
Mstep: Class 32 contains 3681 members 
Mstep: Class 33 contains 59950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097184.000000 Penalty: 109637.250000
Iteration 75Q: 34 clusters Score -5.109718e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 15680 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 12970 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10777 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 16232 members 
Mstep: Class 11 contains 55335 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 25144 members 
Mstep: Class 15 contains 7292 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 47819 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 61498 members 
Mstep: Class 20 contains 13578 members 
Mstep: Class 21 contains 10496 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12840 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 4100 members 
Mstep: Class 27 contains 21611 members 
Mstep: Class 28 contains 3130 members 
Mstep: Class 29 contains 57524 members 
Mstep: Class 30 contains 30820 members 
Mstep: Class 31 contains 38786 members 
Mstep: Class 32 contains 3679 members 
Mstep: Class 33 contains 59951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097320.000000 Penalty: 109637.250000
Iteration 76Q: 34 clusters Score -5.109732e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 3106 members 
Mstep: Class 4 contains 15679 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 12971 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10813 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 16260 members 
Mstep: Class 11 contains 55326 members 
Mstep: Class 12 contains 11044 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 7300 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 47827 members 
Mstep: Class 18 contains 15251 members 
Mstep: Class 19 contains 61499 members 
Mstep: Class 20 contains 13577 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 2165 members 
Mstep: Class 24 contains 12843 members 
Mstep: Class 25 contains 6863 members 
Mstep: Class 26 contains 4099 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3129 members 
Mstep: Class 29 contains 57523 members 
Mstep: Class 30 contains 30900 members 
Mstep: Class 31 contains 38774 members 
Mstep: Class 32 contains 3678 members 
Mstep: Class 33 contains 59942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097296.000000 Penalty: 109637.250000
Iteration 77Q: 34 clusters Score -5.10973e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 2549 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 12971 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 10 contains 16277 members 
Mstep: Class 11 contains 55316 members 
Mstep: Class 12 contains 11039 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 24936 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 47829 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 61493 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 10452 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12852 members 
Mstep: Class 25 contains 6863 members 
Mstep: Class 26 contains 4098 members 
Mstep: Class 27 contains 21525 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 57525 members 
Mstep: Class 30 contains 30982 members 
Mstep: Class 31 contains 38782 members 
Mstep: Class 32 contains 3678 members 
Mstep: Class 33 contains 59941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097424.000000 Penalty: 109637.250000
Iteration 78Q: 34 clusters Score -5.109742e+07 nChanged 436
Entering ConstructFrom: 
Score: -51097424.000000 Penalty: 109637.250000
Entering ConstructFrom: 
Trying to split cluster 1 (56173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Entering Unmasked Estep 
Score: -4506883.000000 Penalty: 2712.175537
	Iteration 0F: 2 clusters Score -4506883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4469059.500000 Penalty: 5424.351074
	Iteration 0F: 3 clusters Score -4469060 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4483543.000000 Penalty: 5424.351074
	Iteration 1F: 3 clusters Score -4483543 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -4484230.000000 Penalty: 5424.351074
	Iteration 2Q: 3 clusters Score -4484230 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4485005.500000 Penalty: 5424.351074
	Iteration 3Q: 3 clusters Score -4485006 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4486037.500000 Penalty: 5424.351074
	Iteration 4Q: 3 clusters Score -4486038 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4487522.500000 Penalty: 5424.351074
	Iteration 5Q: 3 clusters Score -4487522 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4489575.000000 Penalty: 5424.351074
	Iteration 6F: 3 clusters Score -4489575 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4492293.500000 Penalty: 5424.351074
	Iteration 7F: 3 clusters Score -4492294 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -4495337.500000 Penalty: 5424.351074
	Iteration 8F: 3 clusters Score -4495338 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -4498320.000000 Penalty: 5424.351074
	Iteration 9F: 3 clusters Score -4498320 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4500594.500000 Penalty: 5424.351074
	Iteration 10F: 3 clusters Score -4500594 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4502224.000000 Penalty: 5424.351074
	Iteration 11Q: 3 clusters Score -4502224 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4503328.000000 Penalty: 5424.351074
	Iteration 12Q: 3 clusters Score -4503328 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4504072.000000 Penalty: 5424.351074
	Iteration 13Q: 3 clusters Score -4504072 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4504566.500000 Penalty: 5424.351074
	Iteration 14Q: 3 clusters Score -4504566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4504853.500000 Penalty: 5424.351074
	Iteration 15Q: 3 clusters Score -4504854 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4505054.500000 Penalty: 5424.351074
	Iteration 16Q: 3 clusters Score -4505054 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4505150.000000 Penalty: 5424.351074
	Iteration 17Q: 3 clusters Score -4505150 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4505211.000000 Penalty: 5424.351074
	Iteration 18Q: 3 clusters Score -4505211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4505227.500000 Penalty: 5424.351074
	Iteration 19Q: 3 clusters Score -4505228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4505241.000000 Penalty: 5424.351074
	Iteration 20F: 3 clusters Score -4505241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4505245.500000 Penalty: 5424.351074
	Iteration 21Q: 3 clusters Score -4505246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4505255.500000 Penalty: 5424.351074
	Iteration 22Q: 3 clusters Score -4505256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4505260.000000 Penalty: 5424.351074
	Iteration 23Q: 3 clusters Score -4505260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4505262.500000 Penalty: 5424.351074
	Iteration 24Q: 3 clusters Score -4505262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4505272.500000 Penalty: 5424.351074
	Iteration 25Q: 3 clusters Score -4505272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4505274.500000 Penalty: 5424.351074
	Iteration 26Q: 3 clusters Score -4505274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4505282.000000 Penalty: 5424.351074
	Iteration 27Q: 3 clusters Score -4505282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4505284.000000 Penalty: 5424.351074
	Iteration 28Q: 3 clusters Score -4505284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4505284.500000 Penalty: 5424.351074
	Iteration 29Q: 3 clusters Score -4505284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4505284.500000 Penalty: 5424.351074
	Iteration 30Q: 3 clusters Score -4505284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4505292.500000 Penalty: 5424.351074
	Iteration 31Q: 3 clusters Score -4505292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4505291.000000 Penalty: 5424.351074
	Iteration 32Q: 3 clusters Score -4505291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4505292.000000 Penalty: 5424.351074
	Iteration 33Q: 3 clusters Score -4505292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4505297.500000 Penalty: 5424.351074
	Iteration 34Q: 3 clusters Score -4505298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4505297.500000 Penalty: 5424.351074
	Iteration 35Q: 3 clusters Score -4505298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4505297.500000 Penalty: 5424.351074
	Iteration 36F: 3 clusters Score -4505298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -203950.453125 Penalty: 1947.501343
	Iteration 0F: 2 clusters Score -203950.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -200962.968750 Penalty: 3895.002686
	Iteration 0F: 3 clusters Score -200963 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -201571.921875 Penalty: 3895.002686
	Iteration 1F: 3 clusters Score -201571.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -201756.031250 Penalty: 3895.002686
	Iteration 2F: 3 clusters Score -201756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -201925.171875 Penalty: 3895.002686
	Iteration 3F: 3 clusters Score -201925.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -202116.234375 Penalty: 3895.002686
	Iteration 4F: 3 clusters Score -202116.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -202282.265625 Penalty: 3895.002686
	Iteration 5F: 3 clusters Score -202282.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -202423.562500 Penalty: 3895.002686
	Iteration 6Q: 3 clusters Score -202423.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -202574.187500 Penalty: 3895.002686
	Iteration 7Q: 3 clusters Score -202574.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -202721.328125 Penalty: 3895.002686
	Iteration 8Q: 3 clusters Score -202721.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -202806.125000 Penalty: 3895.002686
	Iteration 9Q: 3 clusters Score -202806.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -202885.328125 Penalty: 3895.002686
	Iteration 10Q: 3 clusters Score -202885.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -202940.937500 Penalty: 3895.002686
	Iteration 11Q: 3 clusters Score -202940.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -202979.000000 Penalty: 3895.002686
	Iteration 12Q: 3 clusters Score -202979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -203002.781250 Penalty: 3895.002686
	Iteration 13Q: 3 clusters Score -203002.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -203017.281250 Penalty: 3895.002686
	Iteration 14Q: 3 clusters Score -203017.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -203025.375000 Penalty: 3895.002686
	Iteration 15Q: 3 clusters Score -203025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -203029.609375 Penalty: 3895.002686
	Iteration 16Q: 3 clusters Score -203029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -203031.718750 Penalty: 3895.002686
	Iteration 17Q: 3 clusters Score -203031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -203033.109375 Penalty: 3895.002686
	Iteration 18Q: 3 clusters Score -203033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -203034.015625 Penalty: 3895.002686
	Iteration 19Q: 3 clusters Score -203034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -203034.812500 Penalty: 3895.002686
	Iteration 20F: 3 clusters Score -203034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -203035.015625 Penalty: 3895.002686
	Iteration 21Q: 3 clusters Score -203035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -203036.218750 Penalty: 3895.002686
	Iteration 22Q: 3 clusters Score -203036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -203037.843750 Penalty: 3895.002686
	Iteration 23Q: 3 clusters Score -203037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -203038.500000 Penalty: 3895.002686
	Iteration 24Q: 3 clusters Score -203038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -203038.984375 Penalty: 3895.002686
	Iteration 25Q: 3 clusters Score -203039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -203039.843750 Penalty: 3895.002686
	Iteration 26Q: 3 clusters Score -203039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -203039.843750 Penalty: 3895.002686
	Iteration 27F: 3 clusters Score -203039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -234347.609375 Penalty: 1994.350220
	Iteration 0F: 2 clusters Score -234347.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -231049.296875 Penalty: 3988.700439
	Iteration 0F: 3 clusters Score -231049.3 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -231798.656250 Penalty: 3988.700439
	Iteration 1F: 3 clusters Score -231798.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -232147.625000 Penalty: 3988.700439
	Iteration 2F: 3 clusters Score -232147.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -232467.656250 Penalty: 3988.700439
	Iteration 3F: 3 clusters Score -232467.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -232866.562500 Penalty: 3988.700439
	Iteration 4F: 3 clusters Score -232866.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233498.296875 Penalty: 3988.700439
	Iteration 5F: 3 clusters Score -233498.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -234126.156250 Penalty: 3988.700439
	Iteration 6F: 3 clusters Score -234126.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -234570.203125 Penalty: 3988.700439
	Iteration 7F: 3 clusters Score -234570.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -234760.859375 Penalty: 3988.700439
	Iteration 8Q: 3 clusters Score -234760.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -234819.515625 Penalty: 3988.700439
	Iteration 9Q: 3 clusters Score -234819.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -234853.625000 Penalty: 3988.700439
	Iteration 10Q: 3 clusters Score -234853.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -234878.062500 Penalty: 3988.700439
	Iteration 11Q: 3 clusters Score -234878.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -234894.187500 Penalty: 3988.700439
	Iteration 12Q: 3 clusters Score -234894.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -234908.765625 Penalty: 3988.700439
	Iteration 13Q: 3 clusters Score -234908.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -234928.046875 Penalty: 3988.700439
	Iteration 14Q: 3 clusters Score -234928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -234945.843750 Penalty: 3988.700439
	Iteration 15Q: 3 clusters Score -234945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -234953.546875 Penalty: 3988.700439
	Iteration 16Q: 3 clusters Score -234953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -234959.359375 Penalty: 3988.700439
	Iteration 17Q: 3 clusters Score -234959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -234966.328125 Penalty: 3988.700439
	Iteration 18Q: 3 clusters Score -234966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234971.296875 Penalty: 3988.700439
	Iteration 19Q: 3 clusters Score -234971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -234976.546875 Penalty: 3988.700439
	Iteration 20F: 3 clusters Score -234976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -234981.890625 Penalty: 3988.700439
	Iteration 21Q: 3 clusters Score -234981.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -234984.890625 Penalty: 3988.700439
	Iteration 22Q: 3 clusters Score -234984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234985.781250 Penalty: 3988.700439
	Iteration 23Q: 3 clusters Score -234985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234985.781250 Penalty: 3988.700439
	Iteration 24F: 3 clusters Score -234985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 12971 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10860 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 16297 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 1277 members 
Entering Unmasked Estep 
Score: -51096844.000000 Penalty: 112959.593750
Splitting cluster 3 changes total score from -51097424.000000 to -51096844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Entering Unmasked Estep 
Score: -1282972.250000 Penalty: 2395.651855
	Iteration 0F: 2 clusters Score -1282972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1271672.750000 Penalty: 4791.303711
	Iteration 0F: 3 clusters Score -1271673 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1275211.375000 Penalty: 4791.303711
	Iteration 1F: 3 clusters Score -1275211 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1275566.500000 Penalty: 4791.303711
	Iteration 2F: 3 clusters Score -1275566 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1275864.500000 Penalty: 4791.303711
	Iteration 3Q: 3 clusters Score -1275864 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1276123.125000 Penalty: 4791.303711
	Iteration 4Q: 3 clusters Score -1276123 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1276390.250000 Penalty: 4791.303711
	Iteration 5Q: 3 clusters Score -1276390 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1276648.250000 Penalty: 4791.303711
	Iteration 6Q: 3 clusters Score -1276648 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1276891.875000 Penalty: 4791.303711
	Iteration 7Q: 3 clusters Score -1276892 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1277132.250000 Penalty: 4791.303711
	Iteration 8Q: 3 clusters Score -1277132 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1277455.250000 Penalty: 4791.303711
	Iteration 9Q: 3 clusters Score -1277455 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1277878.125000 Penalty: 4791.303711
	Iteration 10Q: 3 clusters Score -1277878 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1278357.125000 Penalty: 4791.303711
	Iteration 11Q: 3 clusters Score -1278357 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1278869.625000 Penalty: 4791.303711
	Iteration 12Q: 3 clusters Score -1278870 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1279283.000000 Penalty: 4791.303711
	Iteration 13Q: 3 clusters Score -1279283 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1279611.125000 Penalty: 4791.303711
	Iteration 14Q: 3 clusters Score -1279611 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1279827.125000 Penalty: 4791.303711
	Iteration 15Q: 3 clusters Score -1279827 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1280004.125000 Penalty: 4791.303711
	Iteration 16Q: 3 clusters Score -1280004 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1280156.750000 Penalty: 4791.303711
	Iteration 17Q: 3 clusters Score -1280157 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1280276.125000 Penalty: 4791.303711
	Iteration 18Q: 3 clusters Score -1280276 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1280385.875000 Penalty: 4791.303711
	Iteration 19Q: 3 clusters Score -1280386 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1280471.250000 Penalty: 4791.303711
	Iteration 20F: 3 clusters Score -1280471 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1280524.000000 Penalty: 4791.303711
	Iteration 21Q: 3 clusters Score -1280524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1280560.125000 Penalty: 4791.303711
	Iteration 22Q: 3 clusters Score -1280560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1280588.375000 Penalty: 4791.303711
	Iteration 23Q: 3 clusters Score -1280588 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1280608.375000 Penalty: 4791.303711
	Iteration 24Q: 3 clusters Score -1280608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1280618.750000 Penalty: 4791.303711
	Iteration 25Q: 3 clusters Score -1280619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1280634.250000 Penalty: 4791.303711
	Iteration 26Q: 3 clusters Score -1280634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1280650.250000 Penalty: 4791.303711
	Iteration 27Q: 3 clusters Score -1280650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1280655.125000 Penalty: 4791.303711
	Iteration 28Q: 3 clusters Score -1280655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1280663.375000 Penalty: 4791.303711
	Iteration 29Q: 3 clusters Score -1280663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1280666.625000 Penalty: 4791.303711
	Iteration 30Q: 3 clusters Score -1280667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1280669.375000 Penalty: 4791.303711
	Iteration 31Q: 3 clusters Score -1280669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1280671.750000 Penalty: 4791.303711
	Iteration 32Q: 3 clusters Score -1280672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1280671.500000 Penalty: 4791.303711
	Iteration 33Q: 3 clusters Score -1280672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1280671.750000 Penalty: 4791.303711
	Iteration 34Q: 3 clusters Score -1280672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1280677.000000 Penalty: 4791.303711
	Iteration 35Q: 3 clusters Score -1280677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1280674.875000 Penalty: 4791.303711
	Iteration 36Q: 3 clusters Score -1280675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1280676.875000 Penalty: 4791.303711
	Iteration 37Q: 3 clusters Score -1280677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1280678.500000 Penalty: 4791.303711
	Iteration 38Q: 3 clusters Score -1280678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1280678.500000 Penalty: 4791.303711
	Iteration 39Q: 3 clusters Score -1280678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1280677.875000 Penalty: 4791.303711
	Iteration 40F: 3 clusters Score -1280678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1280677.500000 Penalty: 4791.303711
	Iteration 41Q: 3 clusters Score -1280678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1280675.750000 Penalty: 4791.303711
	Iteration 42Q: 3 clusters Score -1280676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1280673.375000 Penalty: 4791.303711
	Iteration 43Q: 3 clusters Score -1280673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1280674.500000 Penalty: 4791.303711
	Iteration 44Q: 3 clusters Score -1280674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1280675.375000 Penalty: 4791.303711
	Iteration 45Q: 3 clusters Score -1280675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1280675.000000 Penalty: 4791.303711
	Iteration 46Q: 3 clusters Score -1280675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1280675.875000 Penalty: 4791.303711
	Iteration 47Q: 3 clusters Score -1280676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1280677.125000 Penalty: 4791.303711
	Iteration 48Q: 3 clusters Score -1280677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1280677.500000 Penalty: 4791.303711
	Iteration 49Q: 3 clusters Score -1280678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1280676.375000 Penalty: 4791.303711
	Iteration 50Q: 3 clusters Score -1280676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1280676.375000 Penalty: 4791.303711
	Iteration 51F: 3 clusters Score -1280676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Entering Unmasked Estep 
Score: -1770640.875000 Penalty: 2478.379395
	Iteration 0F: 2 clusters Score -1770641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1755361.625000 Penalty: 4956.758789
	Iteration 0F: 3 clusters Score -1755362 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1760622.750000 Penalty: 4956.758789
	Iteration 1F: 3 clusters Score -1760623 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1761012.125000 Penalty: 4956.758789
	Iteration 2F: 3 clusters Score -1761012 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1761402.500000 Penalty: 4956.758789
	Iteration 3Q: 3 clusters Score -1761402 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1761793.000000 Penalty: 4956.758789
	Iteration 4Q: 3 clusters Score -1761793 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1762212.250000 Penalty: 4956.758789
	Iteration 5Q: 3 clusters Score -1762212 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1762701.500000 Penalty: 4956.758789
	Iteration 6Q: 3 clusters Score -1762702 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1763222.875000 Penalty: 4956.758789
	Iteration 7Q: 3 clusters Score -1763223 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1763714.625000 Penalty: 4956.758789
	Iteration 8Q: 3 clusters Score -1763715 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1764170.875000 Penalty: 4956.758789
	Iteration 9Q: 3 clusters Score -1764171 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1764552.000000 Penalty: 4956.758789
	Iteration 10Q: 3 clusters Score -1764552 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1764867.375000 Penalty: 4956.758789
	Iteration 11Q: 3 clusters Score -1764867 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1765109.750000 Penalty: 4956.758789
	Iteration 12Q: 3 clusters Score -1765110 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1765306.875000 Penalty: 4956.758789
	Iteration 13Q: 3 clusters Score -1765307 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1765444.625000 Penalty: 4956.758789
	Iteration 14Q: 3 clusters Score -1765445 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1765550.125000 Penalty: 4956.758789
	Iteration 15Q: 3 clusters Score -1765550 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1765634.750000 Penalty: 4956.758789
	Iteration 16Q: 3 clusters Score -1765635 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1765722.750000 Penalty: 4956.758789
	Iteration 17Q: 3 clusters Score -1765723 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1765800.875000 Penalty: 4956.758789
	Iteration 18Q: 3 clusters Score -1765801 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1765864.875000 Penalty: 4956.758789
	Iteration 19Q: 3 clusters Score -1765865 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1765936.750000 Penalty: 4956.758789
	Iteration 20F: 3 clusters Score -1765937 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1766021.000000 Penalty: 4956.758789
	Iteration 21Q: 3 clusters Score -1766021 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1766117.000000 Penalty: 4956.758789
	Iteration 22Q: 3 clusters Score -1766117 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1766231.625000 Penalty: 4956.758789
	Iteration 23Q: 3 clusters Score -1766232 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1766383.000000 Penalty: 4956.758789
	Iteration 24Q: 3 clusters Score -1766383 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1766580.500000 Penalty: 4956.758789
	Iteration 25Q: 3 clusters Score -1766580 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1766810.000000 Penalty: 4956.758789
	Iteration 26Q: 3 clusters Score -1766810 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1767085.375000 Penalty: 4956.758789
	Iteration 27Q: 3 clusters Score -1767085 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1767335.250000 Penalty: 4956.758789
	Iteration 28Q: 3 clusters Score -1767335 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1767575.875000 Penalty: 4956.758789
	Iteration 29Q: 3 clusters Score -1767576 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1767814.375000 Penalty: 4956.758789
	Iteration 30Q: 3 clusters Score -1767814 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1768018.500000 Penalty: 4956.758789
	Iteration 31Q: 3 clusters Score -1768018 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1768162.750000 Penalty: 4956.758789
	Iteration 32Q: 3 clusters Score -1768163 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1768240.375000 Penalty: 4956.758789
	Iteration 33Q: 3 clusters Score -1768240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1768313.500000 Penalty: 4956.758789
	Iteration 34Q: 3 clusters Score -1768314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1768377.500000 Penalty: 4956.758789
	Iteration 35Q: 3 clusters Score -1768378 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1768419.250000 Penalty: 4956.758789
	Iteration 36Q: 3 clusters Score -1768419 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1768444.250000 Penalty: 4956.758789
	Iteration 37Q: 3 clusters Score -1768444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1768465.375000 Penalty: 4956.758789
	Iteration 38Q: 3 clusters Score -1768465 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1768480.125000 Penalty: 4956.758789
	Iteration 39Q: 3 clusters Score -1768480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1768494.500000 Penalty: 4956.758789
	Iteration 40F: 3 clusters Score -1768494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1768504.500000 Penalty: 4956.758789
	Iteration 41Q: 3 clusters Score -1768504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1768507.250000 Penalty: 4956.758789
	Iteration 42Q: 3 clusters Score -1768507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1768517.250000 Penalty: 4956.758789
	Iteration 43Q: 3 clusters Score -1768517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1768525.375000 Penalty: 4956.758789
	Iteration 44Q: 3 clusters Score -1768525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1768522.750000 Penalty: 4956.758789
	Iteration 45Q: 3 clusters Score -1768523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1768530.000000 Penalty: 4956.758789
	Iteration 46Q: 3 clusters Score -1768530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1768539.500000 Penalty: 4956.758789
	Iteration 47Q: 3 clusters Score -1768540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1768541.250000 Penalty: 4956.758789
	Iteration 48Q: 3 clusters Score -1768541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1768540.375000 Penalty: 4956.758789
	Iteration 49Q: 3 clusters Score -1768540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1768544.375000 Penalty: 4956.758789
	Iteration 50Q: 3 clusters Score -1768544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1768540.875000 Penalty: 4956.758789
	Iteration 51Q: 3 clusters Score -1768541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1768540.375000 Penalty: 4956.758789
	Iteration 52Q: 3 clusters Score -1768540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1768538.125000 Penalty: 4956.758789
	Iteration 53Q: 3 clusters Score -1768538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1768539.000000 Penalty: 4956.758789
	Iteration 54Q: 3 clusters Score -1768539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1768542.250000 Penalty: 4956.758789
	Iteration 55Q: 3 clusters Score -1768542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1768544.125000 Penalty: 4956.758789
	Iteration 56Q: 3 clusters Score -1768544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1768544.250000 Penalty: 4956.758789
	Iteration 57Q: 3 clusters Score -1768544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1768543.750000 Penalty: 4956.758789
	Iteration 58Q: 3 clusters Score -1768544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1768542.125000 Penalty: 4956.758789
	Iteration 59Q: 3 clusters Score -1768542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1768544.500000 Penalty: 4956.758789
	Iteration 60F: 3 clusters Score -1768544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1768541.875000 Penalty: 4956.758789
	Iteration 61Q: 3 clusters Score -1768542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1768547.500000 Penalty: 4956.758789
	Iteration 62Q: 3 clusters Score -1768548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1768547.000000 Penalty: 4956.758789
	Iteration 63Q: 3 clusters Score -1768547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1768544.000000 Penalty: 4956.758789
	Iteration 64Q: 3 clusters Score -1768544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1768544.125000 Penalty: 4956.758789
	Iteration 65Q: 3 clusters Score -1768544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1768542.750000 Penalty: 4956.758789
	Iteration 66Q: 3 clusters Score -1768543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1768542.125000 Penalty: 4956.758789
	Iteration 67Q: 3 clusters Score -1768542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1768541.500000 Penalty: 4956.758789
	Iteration 68Q: 3 clusters Score -1768542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1768542.000000 Penalty: 4956.758789
	Iteration 69Q: 3 clusters Score -1768542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1768541.875000 Penalty: 4956.758789
	Iteration 70Q: 3 clusters Score -1768542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1768546.625000 Penalty: 4956.758789
	Iteration 71Q: 3 clusters Score -1768547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1768544.000000 Penalty: 4956.758789
	Iteration 72Q: 3 clusters Score -1768544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1768546.500000 Penalty: 4956.758789
	Iteration 73Q: 3 clusters Score -1768546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1768546.625000 Penalty: 4956.758789
	Iteration 74Q: 3 clusters Score -1768547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1768547.250000 Penalty: 4956.758789
	Iteration 75Q: 3 clusters Score -1768547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1768547.250000 Penalty: 4956.758789
	Iteration 76F: 3 clusters Score -1768547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Entering Unmasked Estep 
Score: -1040443.312500 Penalty: 2348.677002
	Iteration 0F: 2 clusters Score -1040443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1030961.062500 Penalty: 4697.354004
	Iteration 0F: 3 clusters Score -1030961 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1035167.625000 Penalty: 4697.354004
	Iteration 1F: 3 clusters Score -1035168 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1039870.750000 Penalty: 4697.354004
	Iteration 2F: 3 clusters Score -1039871 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1047028.250000 Penalty: 4697.354004
	Iteration 3F: 3 clusters Score -1047028 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1049256.750000 Penalty: 4697.354004
	Iteration 4F: 3 clusters Score -1049257 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1049785.125000 Penalty: 4697.354004
	Iteration 5Q: 3 clusters Score -1049785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1049993.625000 Penalty: 4697.354004
	Iteration 6Q: 3 clusters Score -1049994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1050074.500000 Penalty: 4697.354004
	Iteration 7Q: 3 clusters Score -1050074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1050120.000000 Penalty: 4697.354004
	Iteration 8Q: 3 clusters Score -1050120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1050144.125000 Penalty: 4697.354004
	Iteration 9Q: 3 clusters Score -1050144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1050168.250000 Penalty: 4697.354004
	Iteration 10Q: 3 clusters Score -1050168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1050187.750000 Penalty: 4697.354004
	Iteration 11Q: 3 clusters Score -1050188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1050211.375000 Penalty: 4697.354004
	Iteration 12Q: 3 clusters Score -1050211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1050238.750000 Penalty: 4697.354004
	Iteration 13Q: 3 clusters Score -1050239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1050280.250000 Penalty: 4697.354004
	Iteration 14Q: 3 clusters Score -1050280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1050336.875000 Penalty: 4697.354004
	Iteration 15Q: 3 clusters Score -1050337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1050424.125000 Penalty: 4697.354004
	Iteration 16Q: 3 clusters Score -1050424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1050503.750000 Penalty: 4697.354004
	Iteration 17Q: 3 clusters Score -1050504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1050618.875000 Penalty: 4697.354004
	Iteration 18Q: 3 clusters Score -1050619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1050798.500000 Penalty: 4697.354004
	Iteration 19Q: 3 clusters Score -1050798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1051141.125000 Penalty: 4697.354004
	Iteration 20F: 3 clusters Score -1051141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1051460.625000 Penalty: 4697.354004
	Iteration 21Q: 3 clusters Score -1051461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1051484.000000 Penalty: 4697.354004
	Iteration 22Q: 3 clusters Score -1051484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1051492.250000 Penalty: 4697.354004
	Iteration 23Q: 3 clusters Score -1051492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1051492.250000 Penalty: 4697.354004
	Iteration 24Q: 3 clusters Score -1051492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1051494.875000 Penalty: 4697.354004
	Iteration 25Q: 3 clusters Score -1051495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1051493.875000 Penalty: 4697.354004
	Iteration 26Q: 3 clusters Score -1051494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1051494.500000 Penalty: 4697.354004
	Iteration 27Q: 3 clusters Score -1051494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1051497.125000 Penalty: 4697.354004
	Iteration 28Q: 3 clusters Score -1051497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1051497.125000 Penalty: 4697.354004
	Iteration 29F: 3 clusters Score -1051497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 10860 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 16297 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Entering Unmasked Estep 
Score: -51107564.000000 Penalty: 112959.593750
Splitting cluster 6 changes total score from -51097424.000000 to -51107564.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (9743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Entering Unmasked Estep 
Score: -778399.875000 Penalty: 2277.707520
	Iteration 0F: 2 clusters Score -778399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -770950.500000 Penalty: 4555.415039
	Iteration 0F: 3 clusters Score -770950.5 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -773107.125000 Penalty: 4555.415039
	Iteration 1F: 3 clusters Score -773107.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -773415.562500 Penalty: 4555.415039
	Iteration 2F: 3 clusters Score -773415.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -773609.625000 Penalty: 4555.415039
	Iteration 3Q: 3 clusters Score -773609.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -773768.875000 Penalty: 4555.415039
	Iteration 4Q: 3 clusters Score -773768.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -773897.062500 Penalty: 4555.415039
	Iteration 5Q: 3 clusters Score -773897.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -774032.125000 Penalty: 4555.415039
	Iteration 6Q: 3 clusters Score -774032.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -774176.750000 Penalty: 4555.415039
	Iteration 7Q: 3 clusters Score -774176.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -774313.312500 Penalty: 4555.415039
	Iteration 8Q: 3 clusters Score -774313.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -774437.375000 Penalty: 4555.415039
	Iteration 9Q: 3 clusters Score -774437.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -774541.312500 Penalty: 4555.415039
	Iteration 10Q: 3 clusters Score -774541.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -774612.875000 Penalty: 4555.415039
	Iteration 11Q: 3 clusters Score -774612.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -774669.937500 Penalty: 4555.415039
	Iteration 12Q: 3 clusters Score -774669.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -774723.625000 Penalty: 4555.415039
	Iteration 13Q: 3 clusters Score -774723.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -774786.562500 Penalty: 4555.415039
	Iteration 14Q: 3 clusters Score -774786.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -774864.437500 Penalty: 4555.415039
	Iteration 15Q: 3 clusters Score -774864.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -774939.750000 Penalty: 4555.415039
	Iteration 16Q: 3 clusters Score -774939.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -774996.812500 Penalty: 4555.415039
	Iteration 17Q: 3 clusters Score -774996.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -775059.062500 Penalty: 4555.415039
	Iteration 18Q: 3 clusters Score -775059.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -775126.125000 Penalty: 4555.415039
	Iteration 19Q: 3 clusters Score -775126.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -775190.875000 Penalty: 4555.415039
	Iteration 20F: 3 clusters Score -775190.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -775265.625000 Penalty: 4555.415039
	Iteration 21Q: 3 clusters Score -775265.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -775338.312500 Penalty: 4555.415039
	Iteration 22Q: 3 clusters Score -775338.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -775438.625000 Penalty: 4555.415039
	Iteration 23Q: 3 clusters Score -775438.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -775586.062500 Penalty: 4555.415039
	Iteration 24Q: 3 clusters Score -775586.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -775775.125000 Penalty: 4555.415039
	Iteration 25Q: 3 clusters Score -775775.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -775985.062500 Penalty: 4555.415039
	Iteration 26Q: 3 clusters Score -775985.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -776208.437500 Penalty: 4555.415039
	Iteration 27Q: 3 clusters Score -776208.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -776390.187500 Penalty: 4555.415039
	Iteration 28Q: 3 clusters Score -776390.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -776532.375000 Penalty: 4555.415039
	Iteration 29Q: 3 clusters Score -776532.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -776647.437500 Penalty: 4555.415039
	Iteration 30Q: 3 clusters Score -776647.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -776730.625000 Penalty: 4555.415039
	Iteration 31Q: 3 clusters Score -776730.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -776794.812500 Penalty: 4555.415039
	Iteration 32Q: 3 clusters Score -776794.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -776831.812500 Penalty: 4555.415039
	Iteration 33Q: 3 clusters Score -776831.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -776852.312500 Penalty: 4555.415039
	Iteration 34Q: 3 clusters Score -776852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -776864.625000 Penalty: 4555.415039
	Iteration 35Q: 3 clusters Score -776864.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -776871.937500 Penalty: 4555.415039
	Iteration 36Q: 3 clusters Score -776871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -776880.937500 Penalty: 4555.415039
	Iteration 37Q: 3 clusters Score -776880.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -776888.062500 Penalty: 4555.415039
	Iteration 38Q: 3 clusters Score -776888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -776892.937500 Penalty: 4555.415039
	Iteration 39Q: 3 clusters Score -776892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -776939.562500 Penalty: 4555.415039
	Iteration 40F: 3 clusters Score -776939.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -777001.375000 Penalty: 4555.415039
	Iteration 41Q: 3 clusters Score -777001.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -777033.937500 Penalty: 4555.415039
	Iteration 42Q: 3 clusters Score -777033.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -777052.625000 Penalty: 4555.415039
	Iteration 43Q: 3 clusters Score -777052.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -777070.750000 Penalty: 4555.415039
	Iteration 44Q: 3 clusters Score -777070.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -777084.812500 Penalty: 4555.415039
	Iteration 45Q: 3 clusters Score -777084.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -777094.625000 Penalty: 4555.415039
	Iteration 46Q: 3 clusters Score -777094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -777106.875000 Penalty: 4555.415039
	Iteration 47Q: 3 clusters Score -777106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -777113.250000 Penalty: 4555.415039
	Iteration 48Q: 3 clusters Score -777113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -777124.500000 Penalty: 4555.415039
	Iteration 49Q: 3 clusters Score -777124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -777128.750000 Penalty: 4555.415039
	Iteration 50Q: 3 clusters Score -777128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -777131.437500 Penalty: 4555.415039
	Iteration 51Q: 3 clusters Score -777131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -777131.312500 Penalty: 4555.415039
	Iteration 52Q: 3 clusters Score -777131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -777131.312500 Penalty: 4555.415039
	Iteration 53Q: 3 clusters Score -777131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -777133.187500 Penalty: 4555.415039
	Iteration 54Q: 3 clusters Score -777133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -777132.375000 Penalty: 4555.415039
	Iteration 55Q: 3 clusters Score -777132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -777163.125000 Penalty: 4555.415039
	Iteration 56F: 3 clusters Score -777163.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -777184.812500 Penalty: 4555.415039
	Iteration 57Q: 3 clusters Score -777184.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -777199.812500 Penalty: 4555.415039
	Iteration 58Q: 3 clusters Score -777199.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -777217.562500 Penalty: 4555.415039
	Iteration 59Q: 3 clusters Score -777217.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -777227.562500 Penalty: 4555.415039
	Iteration 60F: 3 clusters Score -777227.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -777240.937500 Penalty: 4555.415039
	Iteration 61Q: 3 clusters Score -777240.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -777252.500000 Penalty: 4555.415039
	Iteration 62Q: 3 clusters Score -777252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -777260.250000 Penalty: 4555.415039
	Iteration 63Q: 3 clusters Score -777260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -777267.125000 Penalty: 4555.415039
	Iteration 64Q: 3 clusters Score -777267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -777269.937500 Penalty: 4555.415039
	Iteration 65Q: 3 clusters Score -777269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -777270.812500 Penalty: 4555.415039
	Iteration 66Q: 3 clusters Score -777270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -777273.937500 Penalty: 4555.415039
	Iteration 67Q: 3 clusters Score -777273.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -777273.937500 Penalty: 4555.415039
	Iteration 68F: 3 clusters Score -777273.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -861150.937500 Penalty: 2304.624756
	Iteration 0F: 2 clusters Score -861150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -852942.500000 Penalty: 4609.249512
	Iteration 0F: 3 clusters Score -852942.5 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -855825.687500 Penalty: 4609.249512
	Iteration 1F: 3 clusters Score -855825.7 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -857024.937500 Penalty: 4609.249512
	Iteration 2F: 3 clusters Score -857024.9 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -858355.562500 Penalty: 4609.249512
	Iteration 3F: 3 clusters Score -858355.6 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -859434.875000 Penalty: 4609.249512
	Iteration 4F: 3 clusters Score -859434.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -860103.125000 Penalty: 4609.249512
	Iteration 5F: 3 clusters Score -860103.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -860495.875000 Penalty: 4609.249512
	Iteration 6F: 3 clusters Score -860495.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -860751.812500 Penalty: 4609.249512
	Iteration 7Q: 3 clusters Score -860751.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -860938.062500 Penalty: 4609.249512
	Iteration 8Q: 3 clusters Score -860938.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -861100.312500 Penalty: 4609.249512
	Iteration 9Q: 3 clusters Score -861100.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -861235.500000 Penalty: 4609.249512
	Iteration 10Q: 3 clusters Score -861235.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -861339.625000 Penalty: 4609.249512
	Iteration 11Q: 3 clusters Score -861339.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -861441.062500 Penalty: 4609.249512
	Iteration 12Q: 3 clusters Score -861441.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -861513.937500 Penalty: 4609.249512
	Iteration 13Q: 3 clusters Score -861513.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -861580.375000 Penalty: 4609.249512
	Iteration 14Q: 3 clusters Score -861580.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -861637.687500 Penalty: 4609.249512
	Iteration 15Q: 3 clusters Score -861637.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -861679.437500 Penalty: 4609.249512
	Iteration 16Q: 3 clusters Score -861679.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -861701.000000 Penalty: 4609.249512
	Iteration 17Q: 3 clusters Score -861701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -861717.625000 Penalty: 4609.249512
	Iteration 18Q: 3 clusters Score -861717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -861727.062500 Penalty: 4609.249512
	Iteration 19Q: 3 clusters Score -861727.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -861738.312500 Penalty: 4609.249512
	Iteration 20F: 3 clusters Score -861738.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -861745.562500 Penalty: 4609.249512
	Iteration 21Q: 3 clusters Score -861745.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -861750.687500 Penalty: 4609.249512
	Iteration 22Q: 3 clusters Score -861750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -861753.062500 Penalty: 4609.249512
	Iteration 23Q: 3 clusters Score -861753.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -861753.187500 Penalty: 4609.249512
	Iteration 24Q: 3 clusters Score -861753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -861754.187500 Penalty: 4609.249512
	Iteration 25Q: 3 clusters Score -861754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -861756.250000 Penalty: 4609.249512
	Iteration 26Q: 3 clusters Score -861756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -861758.125000 Penalty: 4609.249512
	Iteration 27Q: 3 clusters Score -861758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -861756.312500 Penalty: 4609.249512
	Iteration 28Q: 3 clusters Score -861756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -861759.312500 Penalty: 4609.249512
	Iteration 29Q: 3 clusters Score -861759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -861757.687500 Penalty: 4609.249512
	Iteration 30Q: 3 clusters Score -861757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -861761.250000 Penalty: 4609.249512
	Iteration 31Q: 3 clusters Score -861761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -861761.125000 Penalty: 4609.249512
	Iteration 32Q: 3 clusters Score -861761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -861761.125000 Penalty: 4609.249512
	Iteration 33F: 3 clusters Score -861761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 10 contains 16297 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Entering Unmasked Estep 
Score: -51107016.000000 Penalty: 116281.929688
Splitting cluster 8 changes total score from -51097424.000000 to -51107016.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -140081.062500 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -140081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -137260.671875 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -137260.7 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -138429.140625 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -138429.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -139212.218750 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -139212.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -139914.718750 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -139914.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -140322.062500 Penalty: 3885.465576
	Iteration 4F: 3 clusters Score -140322.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -140552.750000 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -140552.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -140686.890625 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -140686.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -140869.203125 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -140869.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -141048.281250 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -141048.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -141105.875000 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -141105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -141149.812500 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -141149.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -141242.609375 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -141242.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -141341.453125 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -141341.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -141380.031250 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -141380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -141397.640625 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -141397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -141407.437500 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -141407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -141413.718750 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -141413.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -141419.843750 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -141419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -141423.546875 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -141423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -141425.171875 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -141425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -141428.546875 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -141428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -141437.265625 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -141437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -141444.875000 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -141444.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -141445.875000 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -141445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -141446.968750 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -141447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141450.125000 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -141450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -141452.640625 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -141452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -141453.734375 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -141453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -141454.937500 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -141454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -141454.937500 Penalty: 3885.465576
	Iteration 29F: 3 clusters Score -141454.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 16297 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Entering Unmasked Estep 
Score: -51106960.000000 Penalty: 119604.273438
Splitting cluster 9 changes total score from -51097424.000000 to -51106960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 10 (16297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Entering Unmasked Estep 
Score: -1309072.000000 Penalty: 2405.286621
	Iteration 0F: 2 clusters Score -1309072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1297471.500000 Penalty: 4810.573242
	Iteration 0F: 3 clusters Score -1297472 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1301539.875000 Penalty: 4810.573242
	Iteration 1F: 3 clusters Score -1301540 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1302600.250000 Penalty: 4810.573242
	Iteration 2F: 3 clusters Score -1302600 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1304174.750000 Penalty: 4810.573242
	Iteration 3F: 3 clusters Score -1304175 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1305981.625000 Penalty: 4810.573242
	Iteration 4F: 3 clusters Score -1305982 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1307389.125000 Penalty: 4810.573242
	Iteration 5F: 3 clusters Score -1307389 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1308285.875000 Penalty: 4810.573242
	Iteration 6F: 3 clusters Score -1308286 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1308754.250000 Penalty: 4810.573242
	Iteration 7Q: 3 clusters Score -1308754 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1308931.500000 Penalty: 4810.573242
	Iteration 8Q: 3 clusters Score -1308932 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1309022.625000 Penalty: 4810.573242
	Iteration 9Q: 3 clusters Score -1309023 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1309064.750000 Penalty: 4810.573242
	Iteration 10Q: 3 clusters Score -1309065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1309099.000000 Penalty: 4810.573242
	Iteration 11Q: 3 clusters Score -1309099 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1309112.125000 Penalty: 4810.573242
	Iteration 12Q: 3 clusters Score -1309112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1309118.125000 Penalty: 4810.573242
	Iteration 13Q: 3 clusters Score -1309118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1309131.750000 Penalty: 4810.573242
	Iteration 14Q: 3 clusters Score -1309132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1309143.375000 Penalty: 4810.573242
	Iteration 15Q: 3 clusters Score -1309143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1309147.750000 Penalty: 4810.573242
	Iteration 16Q: 3 clusters Score -1309148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1309159.625000 Penalty: 4810.573242
	Iteration 17Q: 3 clusters Score -1309160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1309157.125000 Penalty: 4810.573242
	Iteration 18Q: 3 clusters Score -1309157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1309160.625000 Penalty: 4810.573242
	Iteration 19Q: 3 clusters Score -1309161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1309173.125000 Penalty: 4810.573242
	Iteration 20F: 3 clusters Score -1309173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1309180.750000 Penalty: 4810.573242
	Iteration 21Q: 3 clusters Score -1309181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1309184.500000 Penalty: 4810.573242
	Iteration 22Q: 3 clusters Score -1309184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1309191.375000 Penalty: 4810.573242
	Iteration 23Q: 3 clusters Score -1309191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1309198.125000 Penalty: 4810.573242
	Iteration 24Q: 3 clusters Score -1309198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1309198.375000 Penalty: 4810.573242
	Iteration 25Q: 3 clusters Score -1309198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1309202.625000 Penalty: 4810.573242
	Iteration 26Q: 3 clusters Score -1309203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1309207.125000 Penalty: 4810.573242
	Iteration 27Q: 3 clusters Score -1309207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1309216.000000 Penalty: 4810.573242
	Iteration 28Q: 3 clusters Score -1309216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1309219.250000 Penalty: 4810.573242
	Iteration 29Q: 3 clusters Score -1309219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1309228.250000 Penalty: 4810.573242
	Iteration 30Q: 3 clusters Score -1309228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1309236.625000 Penalty: 4810.573242
	Iteration 31Q: 3 clusters Score -1309237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1309236.875000 Penalty: 4810.573242
	Iteration 32Q: 3 clusters Score -1309237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1309244.625000 Penalty: 4810.573242
	Iteration 33Q: 3 clusters Score -1309245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1309247.250000 Penalty: 4810.573242
	Iteration 34Q: 3 clusters Score -1309247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1309250.000000 Penalty: 4810.573242
	Iteration 35Q: 3 clusters Score -1309250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1309253.000000 Penalty: 4810.573242
	Iteration 36Q: 3 clusters Score -1309253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1309256.875000 Penalty: 4810.573242
	Iteration 37Q: 3 clusters Score -1309257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1309261.875000 Penalty: 4810.573242
	Iteration 38Q: 3 clusters Score -1309262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1309263.000000 Penalty: 4810.573242
	Iteration 39Q: 3 clusters Score -1309263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1309262.750000 Penalty: 4810.573242
	Iteration 40F: 3 clusters Score -1309263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1309262.625000 Penalty: 4810.573242
	Iteration 41Q: 3 clusters Score -1309263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1309262.375000 Penalty: 4810.573242
	Iteration 42Q: 3 clusters Score -1309262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1309263.875000 Penalty: 4810.573242
	Iteration 43Q: 3 clusters Score -1309264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1309266.000000 Penalty: 4810.573242
	Iteration 44Q: 3 clusters Score -1309266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1309264.625000 Penalty: 4810.573242
	Iteration 45Q: 3 clusters Score -1309265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1309266.000000 Penalty: 4810.573242
	Iteration 46Q: 3 clusters Score -1309266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1309266.000000 Penalty: 4810.573242
	Iteration 47F: 3 clusters Score -1309266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Entering Unmasked Estep 
Score: -51106220.000000 Penalty: 122926.609375
Splitting cluster 10 changes total score from -51097424.000000 to -51106220.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (55303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Entering Unmasked Estep 
Score: -4448911.000000 Penalty: 2708.304443
	Iteration 0F: 2 clusters Score -4448911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4411874.500000 Penalty: 5416.608887
	Iteration 0F: 3 clusters Score -4411874 nChanged 25525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4425876.000000 Penalty: 5416.608887
	Iteration 1F: 3 clusters Score -4425876 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4426616.000000 Penalty: 5416.608887
	Iteration 2Q: 3 clusters Score -4426616 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -4427508.000000 Penalty: 5416.608887
	Iteration 3Q: 3 clusters Score -4427508 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -4428625.000000 Penalty: 5416.608887
	Iteration 4Q: 3 clusters Score -4428625 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4430089.500000 Penalty: 5416.608887
	Iteration 5F: 3 clusters Score -4430090 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -4432098.000000 Penalty: 5416.608887
	Iteration 6F: 3 clusters Score -4432098 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4434917.000000 Penalty: 5416.608887
	Iteration 7F: 3 clusters Score -4434917 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4438438.000000 Penalty: 5416.608887
	Iteration 8F: 3 clusters Score -4438438 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4441601.000000 Penalty: 5416.608887
	Iteration 9F: 3 clusters Score -4441601 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4443471.000000 Penalty: 5416.608887
	Iteration 10Q: 3 clusters Score -4443471 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4444373.500000 Penalty: 5416.608887
	Iteration 11Q: 3 clusters Score -4444374 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4444854.500000 Penalty: 5416.608887
	Iteration 12Q: 3 clusters Score -4444854 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4445188.000000 Penalty: 5416.608887
	Iteration 13Q: 3 clusters Score -4445188 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4445500.500000 Penalty: 5416.608887
	Iteration 14Q: 3 clusters Score -4445500 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4445742.000000 Penalty: 5416.608887
	Iteration 15Q: 3 clusters Score -4445742 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4446012.000000 Penalty: 5416.608887
	Iteration 16Q: 3 clusters Score -4446012 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4446245.000000 Penalty: 5416.608887
	Iteration 17Q: 3 clusters Score -4446245 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4446457.000000 Penalty: 5416.608887
	Iteration 18Q: 3 clusters Score -4446457 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4446768.000000 Penalty: 5416.608887
	Iteration 19Q: 3 clusters Score -4446768 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4447095.000000 Penalty: 5416.608887
	Iteration 20F: 3 clusters Score -4447095 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4447463.500000 Penalty: 5416.608887
	Iteration 21Q: 3 clusters Score -4447464 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4447694.500000 Penalty: 5416.608887
	Iteration 22Q: 3 clusters Score -4447694 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4447796.500000 Penalty: 5416.608887
	Iteration 23Q: 3 clusters Score -4447796 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4447856.500000 Penalty: 5416.608887
	Iteration 24Q: 3 clusters Score -4447856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4447871.000000 Penalty: 5416.608887
	Iteration 25Q: 3 clusters Score -4447871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4447873.500000 Penalty: 5416.608887
	Iteration 26Q: 3 clusters Score -4447874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4447891.500000 Penalty: 5416.608887
	Iteration 27Q: 3 clusters Score -4447892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -4447882.500000 Penalty: 5416.608887
	Iteration 28Q: 3 clusters Score -4447882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4447873.500000 Penalty: 5416.608887
	Iteration 29Q: 3 clusters Score -4447874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4447859.500000 Penalty: 5416.608887
	Iteration 30Q: 3 clusters Score -4447860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4447861.000000 Penalty: 5416.608887
	Iteration 31Q: 3 clusters Score -4447861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4447867.000000 Penalty: 5416.608887
	Iteration 32Q: 3 clusters Score -4447867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4447868.000000 Penalty: 5416.608887
	Iteration 33Q: 3 clusters Score -4447868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4447862.000000 Penalty: 5416.608887
	Iteration 34Q: 3 clusters Score -4447862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4447871.500000 Penalty: 5416.608887
	Iteration 35Q: 3 clusters Score -4447872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4447878.500000 Penalty: 5416.608887
	Iteration 36Q: 3 clusters Score -4447878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -4447874.000000 Penalty: 5416.608887
	Iteration 37Q: 3 clusters Score -4447874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4447881.000000 Penalty: 5416.608887
	Iteration 38Q: 3 clusters Score -4447881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4447881.000000 Penalty: 5416.608887
	Iteration 39F: 3 clusters Score -4447881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -780390.125000 Penalty: 2308.566650
	Iteration 0F: 2 clusters Score -780390.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -772241.812500 Penalty: 4617.133301
	Iteration 0F: 3 clusters Score -772241.8 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -775171.062500 Penalty: 4617.133301
	Iteration 1F: 3 clusters Score -775171.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -775961.562500 Penalty: 4617.133301
	Iteration 2F: 3 clusters Score -775961.6 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -776584.500000 Penalty: 4617.133301
	Iteration 3F: 3 clusters Score -776584.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -777064.562500 Penalty: 4617.133301
	Iteration 4F: 3 clusters Score -777064.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -777481.500000 Penalty: 4617.133301
	Iteration 5F: 3 clusters Score -777481.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -777854.687500 Penalty: 4617.133301
	Iteration 6Q: 3 clusters Score -777854.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -778194.000000 Penalty: 4617.133301
	Iteration 7Q: 3 clusters Score -778194 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -778457.312500 Penalty: 4617.133301
	Iteration 8Q: 3 clusters Score -778457.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -778684.187500 Penalty: 4617.133301
	Iteration 9Q: 3 clusters Score -778684.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -778921.687500 Penalty: 4617.133301
	Iteration 10Q: 3 clusters Score -778921.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -779151.812500 Penalty: 4617.133301
	Iteration 11Q: 3 clusters Score -779151.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -779345.500000 Penalty: 4617.133301
	Iteration 12Q: 3 clusters Score -779345.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -779489.187500 Penalty: 4617.133301
	Iteration 13Q: 3 clusters Score -779489.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -779597.000000 Penalty: 4617.133301
	Iteration 14Q: 3 clusters Score -779597 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -779685.937500 Penalty: 4617.133301
	Iteration 15Q: 3 clusters Score -779685.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -779749.875000 Penalty: 4617.133301
	Iteration 16Q: 3 clusters Score -779749.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -779793.312500 Penalty: 4617.133301
	Iteration 17Q: 3 clusters Score -779793.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -779825.812500 Penalty: 4617.133301
	Iteration 18Q: 3 clusters Score -779825.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -779840.312500 Penalty: 4617.133301
	Iteration 19Q: 3 clusters Score -779840.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -779848.812500 Penalty: 4617.133301
	Iteration 20F: 3 clusters Score -779848.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -779852.562500 Penalty: 4617.133301
	Iteration 21Q: 3 clusters Score -779852.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -779854.562500 Penalty: 4617.133301
	Iteration 22Q: 3 clusters Score -779854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -779859.000000 Penalty: 4617.133301
	Iteration 23Q: 3 clusters Score -779859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -779864.125000 Penalty: 4617.133301
	Iteration 24Q: 3 clusters Score -779864.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -779866.250000 Penalty: 4617.133301
	Iteration 25Q: 3 clusters Score -779866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -779866.562500 Penalty: 4617.133301
	Iteration 26Q: 3 clusters Score -779866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -779866.000000 Penalty: 4617.133301
	Iteration 27Q: 3 clusters Score -779866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -779865.687500 Penalty: 4617.133301
	Iteration 28Q: 3 clusters Score -779865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -779866.562500 Penalty: 4617.133301
	Iteration 29Q: 3 clusters Score -779866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -779867.375000 Penalty: 4617.133301
	Iteration 30Q: 3 clusters Score -779867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -779869.437500 Penalty: 4617.133301
	Iteration 31Q: 3 clusters Score -779869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -779871.187500 Penalty: 4617.133301
	Iteration 32Q: 3 clusters Score -779871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -779877.375000 Penalty: 4617.133301
	Iteration 33Q: 3 clusters Score -779877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -779878.312500 Penalty: 4617.133301
	Iteration 34Q: 3 clusters Score -779878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -779879.750000 Penalty: 4617.133301
	Iteration 35Q: 3 clusters Score -779879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -779882.312500 Penalty: 4617.133301
	Iteration 36Q: 3 clusters Score -779882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -779882.562500 Penalty: 4617.133301
	Iteration 37Q: 3 clusters Score -779882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -779882.937500 Penalty: 4617.133301
	Iteration 38Q: 3 clusters Score -779882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -779884.375000 Penalty: 4617.133301
	Iteration 39Q: 3 clusters Score -779884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -779884.250000 Penalty: 4617.133301
	Iteration 40F: 3 clusters Score -779884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -206157.765625 Penalty: 1963.548950
	Iteration 0F: 2 clusters Score -206157.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -203085.468750 Penalty: 3927.097900
	Iteration 0F: 3 clusters Score -203085.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -203790.546875 Penalty: 3927.097900
	Iteration 1F: 3 clusters Score -203790.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -204170.531250 Penalty: 3927.097900
	Iteration 2F: 3 clusters Score -204170.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -204505.609375 Penalty: 3927.097900
	Iteration 3F: 3 clusters Score -204505.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -204766.406250 Penalty: 3927.097900
	Iteration 4F: 3 clusters Score -204766.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -204968.000000 Penalty: 3927.097900
	Iteration 5F: 3 clusters Score -204968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -205124.656250 Penalty: 3927.097900
	Iteration 6Q: 3 clusters Score -205124.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -205237.328125 Penalty: 3927.097900
	Iteration 7Q: 3 clusters Score -205237.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -205341.140625 Penalty: 3927.097900
	Iteration 8Q: 3 clusters Score -205341.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -205405.984375 Penalty: 3927.097900
	Iteration 9Q: 3 clusters Score -205406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -205453.156250 Penalty: 3927.097900
	Iteration 10Q: 3 clusters Score -205453.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -205485.562500 Penalty: 3927.097900
	Iteration 11Q: 3 clusters Score -205485.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -205526.953125 Penalty: 3927.097900
	Iteration 12Q: 3 clusters Score -205527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -205553.750000 Penalty: 3927.097900
	Iteration 13Q: 3 clusters Score -205553.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -205579.000000 Penalty: 3927.097900
	Iteration 14Q: 3 clusters Score -205579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -205606.859375 Penalty: 3927.097900
	Iteration 15Q: 3 clusters Score -205606.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -205628.781250 Penalty: 3927.097900
	Iteration 16Q: 3 clusters Score -205628.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -205656.406250 Penalty: 3927.097900
	Iteration 17Q: 3 clusters Score -205656.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -205684.875000 Penalty: 3927.097900
	Iteration 18Q: 3 clusters Score -205684.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -205712.250000 Penalty: 3927.097900
	Iteration 19Q: 3 clusters Score -205712.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -205737.640625 Penalty: 3927.097900
	Iteration 20F: 3 clusters Score -205737.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -205760.640625 Penalty: 3927.097900
	Iteration 21Q: 3 clusters Score -205760.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -205799.531250 Penalty: 3927.097900
	Iteration 22Q: 3 clusters Score -205799.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -205897.203125 Penalty: 3927.097900
	Iteration 23Q: 3 clusters Score -205897.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -206180.500000 Penalty: 3927.097900
	Iteration 24Q: 3 clusters Score -206180.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -206358.843750 Penalty: 3927.097900
	Iteration 25Q: 3 clusters Score -206358.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206398.437500 Penalty: 3927.097900
	Iteration 26Q: 3 clusters Score -206398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206409.656250 Penalty: 3927.097900
	Iteration 27Q: 3 clusters Score -206409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206423.421875 Penalty: 3927.097900
	Iteration 28Q: 3 clusters Score -206423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206437.312500 Penalty: 3927.097900
	Iteration 29Q: 3 clusters Score -206437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206456.312500 Penalty: 3927.097900
	Iteration 30Q: 3 clusters Score -206456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206462.734375 Penalty: 3927.097900
	Iteration 31Q: 3 clusters Score -206462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206467.859375 Penalty: 3927.097900
	Iteration 32Q: 3 clusters Score -206467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206469.234375 Penalty: 3927.097900
	Iteration 33Q: 3 clusters Score -206469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -206469.234375 Penalty: 3927.097900
	Iteration 34F: 3 clusters Score -206469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Entering Unmasked Estep 
Score: -51105280.000000 Penalty: 126248.953125
Splitting cluster 13 changes total score from -51097424.000000 to -51105280.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (24822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Entering Unmasked Estep 
Score: -2010536.875000 Penalty: 2509.632568
	Iteration 0F: 2 clusters Score -2010537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1993367.500000 Penalty: 5019.265137
	Iteration 0F: 3 clusters Score -1993368 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1999542.750000 Penalty: 5019.265137
	Iteration 1F: 3 clusters Score -1999543 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2000286.000000 Penalty: 5019.265137
	Iteration 2F: 3 clusters Score -2000286 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2001153.000000 Penalty: 5019.265137
	Iteration 3F: 3 clusters Score -2001153 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2002132.250000 Penalty: 5019.265137
	Iteration 4F: 3 clusters Score -2002132 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2003172.875000 Penalty: 5019.265137
	Iteration 5F: 3 clusters Score -2003173 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2004257.125000 Penalty: 5019.265137
	Iteration 6F: 3 clusters Score -2004257 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2005220.875000 Penalty: 5019.265137
	Iteration 7F: 3 clusters Score -2005221 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2005897.125000 Penalty: 5019.265137
	Iteration 8Q: 3 clusters Score -2005897 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2006281.875000 Penalty: 5019.265137
	Iteration 9Q: 3 clusters Score -2006282 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2006494.625000 Penalty: 5019.265137
	Iteration 10Q: 3 clusters Score -2006495 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2006625.000000 Penalty: 5019.265137
	Iteration 11Q: 3 clusters Score -2006625 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2006701.875000 Penalty: 5019.265137
	Iteration 12Q: 3 clusters Score -2006702 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2006767.000000 Penalty: 5019.265137
	Iteration 13Q: 3 clusters Score -2006767 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2006795.875000 Penalty: 5019.265137
	Iteration 14Q: 3 clusters Score -2006796 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2006827.125000 Penalty: 5019.265137
	Iteration 15Q: 3 clusters Score -2006827 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2006857.125000 Penalty: 5019.265137
	Iteration 16Q: 3 clusters Score -2006857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2006890.000000 Penalty: 5019.265137
	Iteration 17Q: 3 clusters Score -2006890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2006912.500000 Penalty: 5019.265137
	Iteration 18Q: 3 clusters Score -2006912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2006963.125000 Penalty: 5019.265137
	Iteration 19Q: 3 clusters Score -2006963 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2006993.375000 Penalty: 5019.265137
	Iteration 20F: 3 clusters Score -2006993 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2007041.500000 Penalty: 5019.265137
	Iteration 21Q: 3 clusters Score -2007042 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2007095.500000 Penalty: 5019.265137
	Iteration 22Q: 3 clusters Score -2007096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2007153.625000 Penalty: 5019.265137
	Iteration 23Q: 3 clusters Score -2007154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2007215.750000 Penalty: 5019.265137
	Iteration 24Q: 3 clusters Score -2007216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2007297.750000 Penalty: 5019.265137
	Iteration 25Q: 3 clusters Score -2007298 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2007375.375000 Penalty: 5019.265137
	Iteration 26Q: 3 clusters Score -2007375 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2007457.000000 Penalty: 5019.265137
	Iteration 27Q: 3 clusters Score -2007457 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2007529.625000 Penalty: 5019.265137
	Iteration 28Q: 3 clusters Score -2007530 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2007613.375000 Penalty: 5019.265137
	Iteration 29Q: 3 clusters Score -2007613 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2007740.000000 Penalty: 5019.265137
	Iteration 30Q: 3 clusters Score -2007740 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2007850.750000 Penalty: 5019.265137
	Iteration 31Q: 3 clusters Score -2007851 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2007961.000000 Penalty: 5019.265137
	Iteration 32Q: 3 clusters Score -2007961 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2008051.125000 Penalty: 5019.265137
	Iteration 33Q: 3 clusters Score -2008051 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2008140.875000 Penalty: 5019.265137
	Iteration 34Q: 3 clusters Score -2008141 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2008219.250000 Penalty: 5019.265137
	Iteration 35Q: 3 clusters Score -2008219 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2008291.750000 Penalty: 5019.265137
	Iteration 36Q: 3 clusters Score -2008292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2008359.375000 Penalty: 5019.265137
	Iteration 37Q: 3 clusters Score -2008359 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2008396.375000 Penalty: 5019.265137
	Iteration 38Q: 3 clusters Score -2008396 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2008432.250000 Penalty: 5019.265137
	Iteration 39Q: 3 clusters Score -2008432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2008480.750000 Penalty: 5019.265137
	Iteration 40F: 3 clusters Score -2008481 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2008510.625000 Penalty: 5019.265137
	Iteration 41Q: 3 clusters Score -2008511 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2008548.250000 Penalty: 5019.265137
	Iteration 42Q: 3 clusters Score -2008548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2008595.500000 Penalty: 5019.265137
	Iteration 43Q: 3 clusters Score -2008596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2008640.875000 Penalty: 5019.265137
	Iteration 44Q: 3 clusters Score -2008641 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2008696.625000 Penalty: 5019.265137
	Iteration 45Q: 3 clusters Score -2008697 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2008758.875000 Penalty: 5019.265137
	Iteration 46Q: 3 clusters Score -2008759 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2008812.625000 Penalty: 5019.265137
	Iteration 47Q: 3 clusters Score -2008813 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2008876.875000 Penalty: 5019.265137
	Iteration 48Q: 3 clusters Score -2008877 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2008955.125000 Penalty: 5019.265137
	Iteration 49Q: 3 clusters Score -2008955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2009021.625000 Penalty: 5019.265137
	Iteration 50Q: 3 clusters Score -2009022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2009096.000000 Penalty: 5019.265137
	Iteration 51Q: 3 clusters Score -2009096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2009179.250000 Penalty: 5019.265137
	Iteration 52Q: 3 clusters Score -2009179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2009279.000000 Penalty: 5019.265137
	Iteration 53Q: 3 clusters Score -2009279 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2009343.125000 Penalty: 5019.265137
	Iteration 54Q: 3 clusters Score -2009343 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2009406.000000 Penalty: 5019.265137
	Iteration 55Q: 3 clusters Score -2009406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2009438.625000 Penalty: 5019.265137
	Iteration 56Q: 3 clusters Score -2009439 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2009482.875000 Penalty: 5019.265137
	Iteration 57Q: 3 clusters Score -2009483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2009532.250000 Penalty: 5019.265137
	Iteration 58Q: 3 clusters Score -2009532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2009586.750000 Penalty: 5019.265137
	Iteration 59Q: 3 clusters Score -2009587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2009636.750000 Penalty: 5019.265137
	Iteration 60F: 3 clusters Score -2009637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2009707.250000 Penalty: 5019.265137
	Iteration 61Q: 3 clusters Score -2009707 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2009814.000000 Penalty: 5019.265137
	Iteration 62Q: 3 clusters Score -2009814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2009874.750000 Penalty: 5019.265137
	Iteration 63Q: 3 clusters Score -2009875 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2009901.375000 Penalty: 5019.265137
	Iteration 64Q: 3 clusters Score -2009901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2009915.750000 Penalty: 5019.265137
	Iteration 65Q: 3 clusters Score -2009916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2009924.875000 Penalty: 5019.265137
	Iteration 66Q: 3 clusters Score -2009925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2009932.625000 Penalty: 5019.265137
	Iteration 67Q: 3 clusters Score -2009933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2009937.750000 Penalty: 5019.265137
	Iteration 68Q: 3 clusters Score -2009938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2009938.500000 Penalty: 5019.265137
	Iteration 69Q: 3 clusters Score -2009938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2009938.250000 Penalty: 5019.265137
	Iteration 70Q: 3 clusters Score -2009938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2009936.375000 Penalty: 5019.265137
	Iteration 71Q: 3 clusters Score -2009936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2009939.500000 Penalty: 5019.265137
	Iteration 72Q: 3 clusters Score -2009940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2009941.500000 Penalty: 5019.265137
	Iteration 73Q: 3 clusters Score -2009942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2009941.625000 Penalty: 5019.265137
	Iteration 74Q: 3 clusters Score -2009942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2009945.375000 Penalty: 5019.265137
	Iteration 75Q: 3 clusters Score -2009945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2009946.500000 Penalty: 5019.265137
	Iteration 76Q: 3 clusters Score -2009946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2009946.000000 Penalty: 5019.265137
	Iteration 77Q: 3 clusters Score -2009946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2009948.000000 Penalty: 5019.265137
	Iteration 78Q: 3 clusters Score -2009948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2009948.000000 Penalty: 5019.265137
	Iteration 79F: 3 clusters Score -2009948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Entering Unmasked Estep 
Score: -509512.875000 Penalty: 2206.557373
	Iteration 0F: 2 clusters Score -509512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -503581.875000 Penalty: 4413.114746
	Iteration 0F: 3 clusters Score -503581.9 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -505462.031250 Penalty: 4413.114746
	Iteration 1F: 3 clusters Score -505462 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -505889.781250 Penalty: 4413.114746
	Iteration 2F: 3 clusters Score -505889.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -506247.250000 Penalty: 4413.114746
	Iteration 3F: 3 clusters Score -506247.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -506559.500000 Penalty: 4413.114746
	Iteration 4F: 3 clusters Score -506559.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -506830.437500 Penalty: 4413.114746
	Iteration 5F: 3 clusters Score -506830.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -507114.812500 Penalty: 4413.114746
	Iteration 6Q: 3 clusters Score -507114.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -507440.406250 Penalty: 4413.114746
	Iteration 7Q: 3 clusters Score -507440.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -507739.218750 Penalty: 4413.114746
	Iteration 8Q: 3 clusters Score -507739.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -507986.937500 Penalty: 4413.114746
	Iteration 9Q: 3 clusters Score -507986.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -508178.125000 Penalty: 4413.114746
	Iteration 10Q: 3 clusters Score -508178.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -508384.375000 Penalty: 4413.114746
	Iteration 11Q: 3 clusters Score -508384.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -508539.500000 Penalty: 4413.114746
	Iteration 12Q: 3 clusters Score -508539.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -508672.812500 Penalty: 4413.114746
	Iteration 13Q: 3 clusters Score -508672.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -508785.812500 Penalty: 4413.114746
	Iteration 14Q: 3 clusters Score -508785.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -508863.812500 Penalty: 4413.114746
	Iteration 15Q: 3 clusters Score -508863.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -508919.312500 Penalty: 4413.114746
	Iteration 16Q: 3 clusters Score -508919.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -508966.812500 Penalty: 4413.114746
	Iteration 17Q: 3 clusters Score -508966.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -509002.656250 Penalty: 4413.114746
	Iteration 18Q: 3 clusters Score -509002.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -509050.218750 Penalty: 4413.114746
	Iteration 19Q: 3 clusters Score -509050.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -509125.562500 Penalty: 4413.114746
	Iteration 20F: 3 clusters Score -509125.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -509230.968750 Penalty: 4413.114746
	Iteration 21Q: 3 clusters Score -509231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -509333.187500 Penalty: 4413.114746
	Iteration 22Q: 3 clusters Score -509333.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -509403.125000 Penalty: 4413.114746
	Iteration 23Q: 3 clusters Score -509403.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -509441.531250 Penalty: 4413.114746
	Iteration 24Q: 3 clusters Score -509441.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -509467.156250 Penalty: 4413.114746
	Iteration 25Q: 3 clusters Score -509467.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -509478.468750 Penalty: 4413.114746
	Iteration 26Q: 3 clusters Score -509478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -509482.906250 Penalty: 4413.114746
	Iteration 27Q: 3 clusters Score -509482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -509485.375000 Penalty: 4413.114746
	Iteration 28Q: 3 clusters Score -509485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -509488.468750 Penalty: 4413.114746
	Iteration 29Q: 3 clusters Score -509488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -509490.406250 Penalty: 4413.114746
	Iteration 30Q: 3 clusters Score -509490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -509492.625000 Penalty: 4413.114746
	Iteration 31Q: 3 clusters Score -509492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -509494.500000 Penalty: 4413.114746
	Iteration 32Q: 3 clusters Score -509494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -509494.593750 Penalty: 4413.114746
	Iteration 33Q: 3 clusters Score -509494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -509494.750000 Penalty: 4413.114746
	Iteration 34Q: 3 clusters Score -509494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -509495.750000 Penalty: 4413.114746
	Iteration 35Q: 3 clusters Score -509495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -509494.718750 Penalty: 4413.114746
	Iteration 36Q: 3 clusters Score -509494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -509496.843750 Penalty: 4413.114746
	Iteration 37Q: 3 clusters Score -509496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -509499.531250 Penalty: 4413.114746
	Iteration 38Q: 3 clusters Score -509499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -509499.125000 Penalty: 4413.114746
	Iteration 39Q: 3 clusters Score -509499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -509500.062500 Penalty: 4413.114746
	Iteration 40F: 3 clusters Score -509500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -509498.375000 Penalty: 4413.114746
	Iteration 41Q: 3 clusters Score -509498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -509498.500000 Penalty: 4413.114746
	Iteration 42Q: 3 clusters Score -509498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -509499.187500 Penalty: 4413.114746
	Iteration 43Q: 3 clusters Score -509499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -509499.875000 Penalty: 4413.114746
	Iteration 44Q: 3 clusters Score -509499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -509500.406250 Penalty: 4413.114746
	Iteration 45Q: 3 clusters Score -509500.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -509500.406250 Penalty: 4413.114746
	Iteration 46F: 3 clusters Score -509500.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Entering Unmasked Estep 
Score: -850051.187500 Penalty: 2293.318115
	Iteration 0F: 2 clusters Score -850051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -842184.687500 Penalty: 4586.636230
	Iteration 0F: 3 clusters Score -842184.7 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -844421.312500 Penalty: 4586.636230
	Iteration 1F: 3 clusters Score -844421.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -844767.000000 Penalty: 4586.636230
	Iteration 2F: 3 clusters Score -844767 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -845053.437500 Penalty: 4586.636230
	Iteration 3F: 3 clusters Score -845053.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -845329.437500 Penalty: 4586.636230
	Iteration 4Q: 3 clusters Score -845329.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -845626.875000 Penalty: 4586.636230
	Iteration 5Q: 3 clusters Score -845626.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -845939.750000 Penalty: 4586.636230
	Iteration 6Q: 3 clusters Score -845939.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -846272.125000 Penalty: 4586.636230
	Iteration 7F: 3 clusters Score -846272.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -846603.250000 Penalty: 4586.636230
	Iteration 8Q: 3 clusters Score -846603.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -846919.937500 Penalty: 4586.636230
	Iteration 9Q: 3 clusters Score -846919.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -847160.250000 Penalty: 4586.636230
	Iteration 10Q: 3 clusters Score -847160.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -847326.937500 Penalty: 4586.636230
	Iteration 11Q: 3 clusters Score -847326.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -847426.687500 Penalty: 4586.636230
	Iteration 12Q: 3 clusters Score -847426.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -847499.500000 Penalty: 4586.636230
	Iteration 13Q: 3 clusters Score -847499.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -847546.437500 Penalty: 4586.636230
	Iteration 14Q: 3 clusters Score -847546.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -847585.687500 Penalty: 4586.636230
	Iteration 15Q: 3 clusters Score -847585.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -847613.750000 Penalty: 4586.636230
	Iteration 16Q: 3 clusters Score -847613.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -847632.875000 Penalty: 4586.636230
	Iteration 17Q: 3 clusters Score -847632.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -847651.750000 Penalty: 4586.636230
	Iteration 18Q: 3 clusters Score -847651.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -847669.750000 Penalty: 4586.636230
	Iteration 19Q: 3 clusters Score -847669.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -847689.437500 Penalty: 4586.636230
	Iteration 20F: 3 clusters Score -847689.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -847707.437500 Penalty: 4586.636230
	Iteration 21Q: 3 clusters Score -847707.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -847719.937500 Penalty: 4586.636230
	Iteration 22Q: 3 clusters Score -847719.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -847729.250000 Penalty: 4586.636230
	Iteration 23Q: 3 clusters Score -847729.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -847738.312500 Penalty: 4586.636230
	Iteration 24Q: 3 clusters Score -847738.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -847745.562500 Penalty: 4586.636230
	Iteration 25Q: 3 clusters Score -847745.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -847756.125000 Penalty: 4586.636230
	Iteration 26Q: 3 clusters Score -847756.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -847768.750000 Penalty: 4586.636230
	Iteration 27Q: 3 clusters Score -847768.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -847776.500000 Penalty: 4586.636230
	Iteration 28Q: 3 clusters Score -847776.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -847783.687500 Penalty: 4586.636230
	Iteration 29Q: 3 clusters Score -847783.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -847798.000000 Penalty: 4586.636230
	Iteration 30Q: 3 clusters Score -847798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -847811.562500 Penalty: 4586.636230
	Iteration 31Q: 3 clusters Score -847811.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -847821.625000 Penalty: 4586.636230
	Iteration 32Q: 3 clusters Score -847821.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -847826.125000 Penalty: 4586.636230
	Iteration 33Q: 3 clusters Score -847826.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -847835.875000 Penalty: 4586.636230
	Iteration 34Q: 3 clusters Score -847835.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -847839.937500 Penalty: 4586.636230
	Iteration 35Q: 3 clusters Score -847839.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -847847.437500 Penalty: 4586.636230
	Iteration 36Q: 3 clusters Score -847847.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -847853.875000 Penalty: 4586.636230
	Iteration 37Q: 3 clusters Score -847853.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -847861.500000 Penalty: 4586.636230
	Iteration 38Q: 3 clusters Score -847861.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -847868.750000 Penalty: 4586.636230
	Iteration 39Q: 3 clusters Score -847868.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -847872.375000 Penalty: 4586.636230
	Iteration 40F: 3 clusters Score -847872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -847876.500000 Penalty: 4586.636230
	Iteration 41Q: 3 clusters Score -847876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -847882.437500 Penalty: 4586.636230
	Iteration 42Q: 3 clusters Score -847882.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -847886.937500 Penalty: 4586.636230
	Iteration 43Q: 3 clusters Score -847886.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -847893.562500 Penalty: 4586.636230
	Iteration 44Q: 3 clusters Score -847893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -847898.500000 Penalty: 4586.636230
	Iteration 45Q: 3 clusters Score -847898.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -847907.062500 Penalty: 4586.636230
	Iteration 46Q: 3 clusters Score -847907.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -847916.125000 Penalty: 4586.636230
	Iteration 47Q: 3 clusters Score -847916.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -847921.687500 Penalty: 4586.636230
	Iteration 48Q: 3 clusters Score -847921.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -847931.250000 Penalty: 4586.636230
	Iteration 49Q: 3 clusters Score -847931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -847936.750000 Penalty: 4586.636230
	Iteration 50Q: 3 clusters Score -847936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -847941.500000 Penalty: 4586.636230
	Iteration 51Q: 3 clusters Score -847941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -847943.937500 Penalty: 4586.636230
	Iteration 52Q: 3 clusters Score -847943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -847950.250000 Penalty: 4586.636230
	Iteration 53Q: 3 clusters Score -847950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -847952.750000 Penalty: 4586.636230
	Iteration 54Q: 3 clusters Score -847952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -847956.062500 Penalty: 4586.636230
	Iteration 55Q: 3 clusters Score -847956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -847960.875000 Penalty: 4586.636230
	Iteration 56Q: 3 clusters Score -847960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -847965.312500 Penalty: 4586.636230
	Iteration 57Q: 3 clusters Score -847965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -847967.687500 Penalty: 4586.636230
	Iteration 58Q: 3 clusters Score -847967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -847972.937500 Penalty: 4586.636230
	Iteration 59Q: 3 clusters Score -847972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -847974.500000 Penalty: 4586.636230
	Iteration 60F: 3 clusters Score -847974.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -847981.562500 Penalty: 4586.636230
	Iteration 61Q: 3 clusters Score -847981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -847986.625000 Penalty: 4586.636230
	Iteration 62Q: 3 clusters Score -847986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -847989.312500 Penalty: 4586.636230
	Iteration 63Q: 3 clusters Score -847989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -847992.875000 Penalty: 4586.636230
	Iteration 64Q: 3 clusters Score -847992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -847993.000000 Penalty: 4586.636230
	Iteration 65Q: 3 clusters Score -847993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -847994.000000 Penalty: 4586.636230
	Iteration 66Q: 3 clusters Score -847994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -847994.937500 Penalty: 4586.636230
	Iteration 67Q: 3 clusters Score -847994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -847996.062500 Penalty: 4586.636230
	Iteration 68Q: 3 clusters Score -847996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -847999.312500 Penalty: 4586.636230
	Iteration 69Q: 3 clusters Score -847999.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -847999.812500 Penalty: 4586.636230
	Iteration 70Q: 3 clusters Score -847999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -848003.125000 Penalty: 4586.636230
	Iteration 71Q: 3 clusters Score -848003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -848002.687500 Penalty: 4586.636230
	Iteration 72Q: 3 clusters Score -848002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -848004.562500 Penalty: 4586.636230
	Iteration 73Q: 3 clusters Score -848004.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -848007.437500 Penalty: 4586.636230
	Iteration 74Q: 3 clusters Score -848007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -848011.125000 Penalty: 4586.636230
	Iteration 75Q: 3 clusters Score -848011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -848015.937500 Penalty: 4586.636230
	Iteration 76Q: 3 clusters Score -848015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -848017.312500 Penalty: 4586.636230
	Iteration 77Q: 3 clusters Score -848017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -848017.562500 Penalty: 4586.636230
	Iteration 78Q: 3 clusters Score -848017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -848021.500000 Penalty: 4586.636230
	Iteration 79Q: 3 clusters Score -848021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -848021.625000 Penalty: 4586.636230
	Iteration 80F: 3 clusters Score -848021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -848023.500000 Penalty: 4586.636230
	Iteration 81Q: 3 clusters Score -848023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -848028.875000 Penalty: 4586.636230
	Iteration 82Q: 3 clusters Score -848028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -848030.062500 Penalty: 4586.636230
	Iteration 83Q: 3 clusters Score -848030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -848037.750000 Penalty: 4586.636230
	Iteration 84Q: 3 clusters Score -848037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -848043.000000 Penalty: 4586.636230
	Iteration 85Q: 3 clusters Score -848043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -848046.437500 Penalty: 4586.636230
	Iteration 86Q: 3 clusters Score -848046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -848047.812500 Penalty: 4586.636230
	Iteration 87Q: 3 clusters Score -848047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -848051.812500 Penalty: 4586.636230
	Iteration 88Q: 3 clusters Score -848051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -848054.562500 Penalty: 4586.636230
	Iteration 89Q: 3 clusters Score -848054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -848058.312500 Penalty: 4586.636230
	Iteration 90Q: 3 clusters Score -848058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -848058.812500 Penalty: 4586.636230
	Iteration 91Q: 3 clusters Score -848058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -848060.562500 Penalty: 4586.636230
	Iteration 92Q: 3 clusters Score -848060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -848059.437500 Penalty: 4586.636230
	Iteration 93Q: 3 clusters Score -848059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -848059.937500 Penalty: 4586.636230
	Iteration 94Q: 3 clusters Score -848059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -848060.187500 Penalty: 4586.636230
	Iteration 95Q: 3 clusters Score -848060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -848060.625000 Penalty: 4586.636230
	Iteration 96Q: 3 clusters Score -848060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -848061.875000 Penalty: 4586.636230
	Iteration 97Q: 3 clusters Score -848061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -848064.625000 Penalty: 4586.636230
	Iteration 98Q: 3 clusters Score -848064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -848063.312500 Penalty: 4586.636230
	Iteration 99Q: 3 clusters Score -848063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -848063.312500 Penalty: 4586.636230
	Iteration 100F: 3 clusters Score -848063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Entering Unmasked Estep 
Score: -3874426.000000 Penalty: 2672.337646
	Iteration 0F: 2 clusters Score -3874426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3842209.250000 Penalty: 5344.675293
	Iteration 0F: 3 clusters Score -3842209 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3854572.750000 Penalty: 5344.675293
	Iteration 1F: 3 clusters Score -3854573 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3855388.500000 Penalty: 5344.675293
	Iteration 2Q: 3 clusters Score -3855388 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3856455.500000 Penalty: 5344.675293
	Iteration 3Q: 3 clusters Score -3856456 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3858003.250000 Penalty: 5344.675293
	Iteration 4F: 3 clusters Score -3858003 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3860228.000000 Penalty: 5344.675293
	Iteration 5F: 3 clusters Score -3860228 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3862801.500000 Penalty: 5344.675293
	Iteration 6F: 3 clusters Score -3862802 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3865035.500000 Penalty: 5344.675293
	Iteration 7F: 3 clusters Score -3865036 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3866759.750000 Penalty: 5344.675293
	Iteration 8F: 3 clusters Score -3866760 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3868104.750000 Penalty: 5344.675293
	Iteration 9Q: 3 clusters Score -3868105 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3869309.500000 Penalty: 5344.675293
	Iteration 10Q: 3 clusters Score -3869310 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3870465.000000 Penalty: 5344.675293
	Iteration 11Q: 3 clusters Score -3870465 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3871571.500000 Penalty: 5344.675293
	Iteration 12Q: 3 clusters Score -3871572 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3872645.000000 Penalty: 5344.675293
	Iteration 13Q: 3 clusters Score -3872645 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3873492.500000 Penalty: 5344.675293
	Iteration 14Q: 3 clusters Score -3873492 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3873968.500000 Penalty: 5344.675293
	Iteration 15Q: 3 clusters Score -3873968 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3874357.750000 Penalty: 5344.675293
	Iteration 16Q: 3 clusters Score -3874358 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3874580.750000 Penalty: 5344.675293
	Iteration 17Q: 3 clusters Score -3874581 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3874742.000000 Penalty: 5344.675293
	Iteration 18Q: 3 clusters Score -3874742 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3874894.000000 Penalty: 5344.675293
	Iteration 19Q: 3 clusters Score -3874894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3874970.500000 Penalty: 5344.675293
	Iteration 20F: 3 clusters Score -3874970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3875032.250000 Penalty: 5344.675293
	Iteration 21Q: 3 clusters Score -3875032 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3875063.750000 Penalty: 5344.675293
	Iteration 22Q: 3 clusters Score -3875064 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3875105.000000 Penalty: 5344.675293
	Iteration 23Q: 3 clusters Score -3875105 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3875124.250000 Penalty: 5344.675293
	Iteration 24Q: 3 clusters Score -3875124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3875125.500000 Penalty: 5344.675293
	Iteration 25Q: 3 clusters Score -3875126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3875137.750000 Penalty: 5344.675293
	Iteration 26Q: 3 clusters Score -3875138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3875135.500000 Penalty: 5344.675293
	Iteration 27Q: 3 clusters Score -3875136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3875133.250000 Penalty: 5344.675293
	Iteration 28Q: 3 clusters Score -3875133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3875138.750000 Penalty: 5344.675293
	Iteration 29Q: 3 clusters Score -3875139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3875140.750000 Penalty: 5344.675293
	Iteration 30Q: 3 clusters Score -3875141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3875144.750000 Penalty: 5344.675293
	Iteration 31Q: 3 clusters Score -3875145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3875153.500000 Penalty: 5344.675293
	Iteration 32Q: 3 clusters Score -3875154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3875155.000000 Penalty: 5344.675293
	Iteration 33Q: 3 clusters Score -3875155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3875159.750000 Penalty: 5344.675293
	Iteration 34Q: 3 clusters Score -3875160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3875159.500000 Penalty: 5344.675293
	Iteration 35Q: 3 clusters Score -3875160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3875163.250000 Penalty: 5344.675293
	Iteration 36Q: 3 clusters Score -3875163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3875160.000000 Penalty: 5344.675293
	Iteration 37Q: 3 clusters Score -3875160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3875165.000000 Penalty: 5344.675293
	Iteration 38Q: 3 clusters Score -3875165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3875162.000000 Penalty: 5344.675293
	Iteration 39Q: 3 clusters Score -3875162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3875159.500000 Penalty: 5344.675293
	Iteration 40F: 3 clusters Score -3875160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3875165.750000 Penalty: 5344.675293
	Iteration 41Q: 3 clusters Score -3875166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3875162.000000 Penalty: 5344.675293
	Iteration 42Q: 3 clusters Score -3875162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3875166.750000 Penalty: 5344.675293
	Iteration 43Q: 3 clusters Score -3875167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3875165.750000 Penalty: 5344.675293
	Iteration 44Q: 3 clusters Score -3875166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3875165.500000 Penalty: 5344.675293
	Iteration 45Q: 3 clusters Score -3875166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3875165.500000 Penalty: 5344.675293
	Iteration 46F: 3 clusters Score -3875166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Entering Unmasked Estep 
Score: -51105332.000000 Penalty: 129571.296875
Splitting cluster 17 changes total score from -51097424.000000 to -51105332.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (15280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Entering Unmasked Estep 
Score: -1279010.500000 Penalty: 2389.306396
	Iteration 0F: 2 clusters Score -1279010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1267935.625000 Penalty: 4778.612793
	Iteration 0F: 3 clusters Score -1267936 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1271675.500000 Penalty: 4778.612793
	Iteration 1F: 3 clusters Score -1271676 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1272242.750000 Penalty: 4778.612793
	Iteration 2F: 3 clusters Score -1272243 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1272852.500000 Penalty: 4778.612793
	Iteration 3F: 3 clusters Score -1272852 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1273469.250000 Penalty: 4778.612793
	Iteration 4F: 3 clusters Score -1273469 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1274126.875000 Penalty: 4778.612793
	Iteration 5F: 3 clusters Score -1274127 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1274767.000000 Penalty: 4778.612793
	Iteration 6F: 3 clusters Score -1274767 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1275238.125000 Penalty: 4778.612793
	Iteration 7F: 3 clusters Score -1275238 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1275590 nChanged 542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1275846 nChanged 426
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Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1276046 nChanged 381
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Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1276234 nChanged 320
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Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1276403 nChanged 318
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Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1276564 nChanged 269
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Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1276706 nChanged 264
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Mstep: Class 1 contains 10480 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1276833 nChanged 225
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Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1276929 nChanged 211
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Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1277020.500000 Penalty: 4778.612793
	Iteration 17Q: 3 clusters Score -1277020 nChanged 197
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Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1277104 nChanged 165
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Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1277173 nChanged 147
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1277225.250000 Penalty: 4778.612793
	Iteration 20F: 3 clusters Score -1277225 nChanged 128
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1277269 nChanged 113
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Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1277316 nChanged 111
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1277350 nChanged 94
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Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1277373 nChanged 81
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Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1277400.500000 Penalty: 4778.612793
	Iteration 25Q: 3 clusters Score -1277400 nChanged 81
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Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1277424 nChanged 63
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Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1277437 nChanged 58
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Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1277450 nChanged 45
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Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1277461 nChanged 34
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1277468 nChanged 15
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Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1277471.000000 Penalty: 4778.612793
	Iteration 31Q: 3 clusters Score -1277471 nChanged 16
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1277474 nChanged 16
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Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1277476.375000 Penalty: 4778.612793
	Iteration 33Q: 3 clusters Score -1277476 nChanged 14
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Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1277481.125000 Penalty: 4778.612793
	Iteration 34Q: 3 clusters Score -1277481 nChanged 12
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1277483.750000 Penalty: 4778.612793
	Iteration 35Q: 3 clusters Score -1277484 nChanged 9
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1277485 nChanged 15
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1277485 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10090 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1277490 nChanged 25
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Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1277490 nChanged 24
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1277495 nChanged 33
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Mstep: Class 1 contains 10016 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1277499 nChanged 19
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Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1277500.250000 Penalty: 4778.612793
	Iteration 42Q: 3 clusters Score -1277500 nChanged 22
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Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1277507 nChanged 26
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Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1277508 nChanged 26
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Mstep: Class 1 contains 9931 members 
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Entering Unmasked Estep 
Score: -1277518.125000 Penalty: 4778.612793
	Iteration 45Q: 3 clusters Score -1277518 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9902 members 
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Entering Unmasked Estep 
Score: -1277522.000000 Penalty: 4778.612793
	Iteration 46Q: 3 clusters Score -1277522 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1277533.000000 Penalty: 4778.612793
	Iteration 47Q: 3 clusters Score -1277533 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1277545 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9780 members 
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Entering Unmasked Estep 
Score: -1277551.375000 Penalty: 4778.612793
	Iteration 49Q: 3 clusters Score -1277551 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1277559.000000 Penalty: 4778.612793
	Iteration 50Q: 3 clusters Score -1277559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1277567.625000 Penalty: 4778.612793
	Iteration 51Q: 3 clusters Score -1277568 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1277571.000000 Penalty: 4778.612793
	Iteration 52Q: 3 clusters Score -1277571 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9686 members 
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Entering Unmasked Estep 
Score: -1277569.500000 Penalty: 4778.612793
	Iteration 53Q: 3 clusters Score -1277570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1277572 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1277572 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1277572 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1277577.875000 Penalty: 4778.612793
	Iteration 57Q: 3 clusters Score -1277578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1277577 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9635 members 
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Entering Unmasked Estep 
Score: -1277581.500000 Penalty: 4778.612793
	Iteration 59Q: 3 clusters Score -1277582 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9629 members 
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Entering Unmasked Estep 
Score: -1277581.875000 Penalty: 4778.612793
	Iteration 60F: 3 clusters Score -1277582 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9623 members 
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Entering Unmasked Estep 
Score: -1277584.375000 Penalty: 4778.612793
	Iteration 61Q: 3 clusters Score -1277584 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9616 members 
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Entering Unmasked Estep 
Score: -1277586.250000 Penalty: 4778.612793
	Iteration 62Q: 3 clusters Score -1277586 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9603 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1277586 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9594 members 
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	Iteration 64Q: 3 clusters Score -1277587 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9587 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1277587 nChanged 7
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Mstep: Class 1 contains 9580 members 
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	Iteration 66Q: 3 clusters Score -1277587 nChanged 6
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Mstep: Class 1 contains 9574 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1277588 nChanged 8
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Mstep: Class 1 contains 9566 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1277588 nChanged 8
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Mstep: Class 1 contains 9558 members 
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Entering Unmasked Estep 
Score: -1277592.750000 Penalty: 4778.612793
	Iteration 69Q: 3 clusters Score -1277593 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9547 members 
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	Iteration 70Q: 3 clusters Score -1277588 nChanged 5
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Mstep: Class 1 contains 9542 members 
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	Iteration 71Q: 3 clusters Score -1277588 nChanged 7
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Mstep: Class 1 contains 9535 members 
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	Iteration 72Q: 3 clusters Score -1277594 nChanged 4
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Mstep: Class 1 contains 9531 members 
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	Iteration 73Q: 3 clusters Score -1277591 nChanged 2
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Mstep: Class 1 contains 9529 members 
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	Iteration 74Q: 3 clusters Score -1277592 nChanged 2
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Mstep: Class 1 contains 9527 members 
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	Iteration 75Q: 3 clusters Score -1277593 nChanged 2
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Mstep: Class 1 contains 9525 members 
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	Iteration 76Q: 3 clusters Score -1277594 nChanged 5
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Mstep: Class 1 contains 9520 members 
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	Iteration 77Q: 3 clusters Score -1277591 nChanged 7
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Mstep: Class 1 contains 9513 members 
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	Iteration 78Q: 3 clusters Score -1277594 nChanged 8
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Mstep: Class 1 contains 9507 members 
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	Iteration 79Q: 3 clusters Score -1277599 nChanged 9
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Mstep: Class 1 contains 9500 members 
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	Iteration 80F: 3 clusters Score -1277601 nChanged 4
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Mstep: Class 1 contains 9496 members 
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	Iteration 81Q: 3 clusters Score -1277600 nChanged 7
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Mstep: Class 1 contains 9489 members 
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	Iteration 82Q: 3 clusters Score -1277600 nChanged 4
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Mstep: Class 1 contains 9485 members 
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	Iteration 83Q: 3 clusters Score -1277603 nChanged 9
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Mstep: Class 1 contains 9476 members 
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	Iteration 84Q: 3 clusters Score -1277602 nChanged 13
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	Iteration 85Q: 3 clusters Score -1277605 nChanged 18
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	Iteration 86Q: 3 clusters Score -1277608 nChanged 14
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Mstep: Class 1 contains 9431 members 
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	Iteration 87Q: 3 clusters Score -1277606 nChanged 12
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Mstep: Class 1 contains 9419 members 
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	Iteration 88Q: 3 clusters Score -1277610 nChanged 24
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	Iteration 89Q: 3 clusters Score -1277610 nChanged 25
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Mstep: Class 1 contains 9370 members 
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	Iteration 90Q: 3 clusters Score -1277618 nChanged 26
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	Iteration 91Q: 3 clusters Score -1277621 nChanged 26
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	Iteration 92Q: 3 clusters Score -1277625 nChanged 28
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	Iteration 93Q: 3 clusters Score -1277631 nChanged 28
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1277636 nChanged 30
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	Iteration 95Q: 3 clusters Score -1277643 nChanged 44
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	Iteration 96Q: 3 clusters Score -1277649 nChanged 47
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	Iteration 97Q: 3 clusters Score -1277657 nChanged 56
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	Iteration 98Q: 3 clusters Score -1277675 nChanged 58
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	Iteration 99Q: 3 clusters Score -1277684 nChanged 62
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Mstep: Class 2 contains 6287 members 
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	Iteration 100F: 3 clusters Score -1277701 nChanged 66
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Mstep: Class 1 contains 8929 members 
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	Iteration 101Q: 3 clusters Score -1277714 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1277726.125000 Penalty: 4778.612793
	Iteration 102Q: 3 clusters Score -1277726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1277741.250000 Penalty: 4778.612793
	Iteration 103Q: 3 clusters Score -1277741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1277749.625000 Penalty: 4778.612793
	Iteration 104Q: 3 clusters Score -1277750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1277767.125000 Penalty: 4778.612793
	Iteration 105Q: 3 clusters Score -1277767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1277775.750000 Penalty: 4778.612793
	Iteration 106Q: 3 clusters Score -1277776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1277781.000000 Penalty: 4778.612793
	Iteration 107Q: 3 clusters Score -1277781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1277787.875000 Penalty: 4778.612793
	Iteration 108Q: 3 clusters Score -1277788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1277798.875000 Penalty: 4778.612793
	Iteration 109Q: 3 clusters Score -1277799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1277806.750000 Penalty: 4778.612793
	Iteration 110Q: 3 clusters Score -1277807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1277819.750000 Penalty: 4778.612793
	Iteration 111Q: 3 clusters Score -1277820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1277826.375000 Penalty: 4778.612793
	Iteration 112Q: 3 clusters Score -1277826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1277835.125000 Penalty: 4778.612793
	Iteration 113Q: 3 clusters Score -1277835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1277842.750000 Penalty: 4778.612793
	Iteration 114Q: 3 clusters Score -1277843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1277848.375000 Penalty: 4778.612793
	Iteration 115Q: 3 clusters Score -1277848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1277854.875000 Penalty: 4778.612793
	Iteration 116Q: 3 clusters Score -1277855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1277862.750000 Penalty: 4778.612793
	Iteration 117Q: 3 clusters Score -1277863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1277875.375000 Penalty: 4778.612793
	Iteration 118Q: 3 clusters Score -1277875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1277888.625000 Penalty: 4778.612793
	Iteration 119Q: 3 clusters Score -1277889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1277901.625000 Penalty: 4778.612793
	Iteration 120F: 3 clusters Score -1277902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1277908.750000 Penalty: 4778.612793
	Iteration 121Q: 3 clusters Score -1277909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1277913.375000 Penalty: 4778.612793
	Iteration 122Q: 3 clusters Score -1277913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1277921.125000 Penalty: 4778.612793
	Iteration 123Q: 3 clusters Score -1277921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1277926.000000 Penalty: 4778.612793
	Iteration 124Q: 3 clusters Score -1277926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1277927.000000 Penalty: 4778.612793
	Iteration 125Q: 3 clusters Score -1277927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1277929.500000 Penalty: 4778.612793
	Iteration 126Q: 3 clusters Score -1277930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1277930.625000 Penalty: 4778.612793
	Iteration 127Q: 3 clusters Score -1277931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1277934.500000 Penalty: 4778.612793
	Iteration 128Q: 3 clusters Score -1277934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1277934.375000 Penalty: 4778.612793
	Iteration 129Q: 3 clusters Score -1277934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1277935.000000 Penalty: 4778.612793
	Iteration 130Q: 3 clusters Score -1277935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1277934.875000 Penalty: 4778.612793
	Iteration 131Q: 3 clusters Score -1277935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1277935.375000 Penalty: 4778.612793
	Iteration 132Q: 3 clusters Score -1277935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1277935.375000 Penalty: 4778.612793
	Iteration 133F: 3 clusters Score -1277935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Entering Unmasked Estep 
Score: -5119533.500000 Penalty: 2734.632568
	Iteration 0F: 2 clusters Score -5119534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -5078251.000000 Penalty: 5469.265137
	Iteration 0F: 3 clusters Score -5078251 nChanged 28745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -5094320.500000 Penalty: 5469.265137
	Iteration 1F: 3 clusters Score -5094320 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5095075.000000 Penalty: 5469.265137
	Iteration 2Q: 3 clusters Score -5095075 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5095972.000000 Penalty: 5469.265137
	Iteration 3Q: 3 clusters Score -5095972 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5097523.000000 Penalty: 5469.265137
	Iteration 4F: 3 clusters Score -5097523 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -5100095.000000 Penalty: 5469.265137
	Iteration 5F: 3 clusters Score -5100095 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -5103956.500000 Penalty: 5469.265137
	Iteration 6F: 3 clusters Score -5103956 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -5108358.500000 Penalty: 5469.265137
	Iteration 7F: 3 clusters Score -5108358 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -5112179.000000 Penalty: 5469.265137
	Iteration 8F: 3 clusters Score -5112179 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -5114615.000000 Penalty: 5469.265137
	Iteration 9Q: 3 clusters Score -5114615 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -5115911.500000 Penalty: 5469.265137
	Iteration 10Q: 3 clusters Score -5115912 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -5116496.500000 Penalty: 5469.265137
	Iteration 11Q: 3 clusters Score -5116496 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -5116767.500000 Penalty: 5469.265137
	Iteration 12Q: 3 clusters Score -5116768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -5116924.500000 Penalty: 5469.265137
	Iteration 13Q: 3 clusters Score -5116924 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -5116998.500000 Penalty: 5469.265137
	Iteration 14Q: 3 clusters Score -5116998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -5117025.500000 Penalty: 5469.265137
	Iteration 15Q: 3 clusters Score -5117026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -5117066.000000 Penalty: 5469.265137
	Iteration 16Q: 3 clusters Score -5117066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -5117084.500000 Penalty: 5469.265137
	Iteration 17Q: 3 clusters Score -5117084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -5117094.000000 Penalty: 5469.265137
	Iteration 18Q: 3 clusters Score -5117094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -5117097.500000 Penalty: 5469.265137
	Iteration 19Q: 3 clusters Score -5117098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -5117098.000000 Penalty: 5469.265137
	Iteration 20F: 3 clusters Score -5117098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -5117100.500000 Penalty: 5469.265137
	Iteration 21Q: 3 clusters Score -5117100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -5117103.000000 Penalty: 5469.265137
	Iteration 22Q: 3 clusters Score -5117103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -5117101.500000 Penalty: 5469.265137
	Iteration 23Q: 3 clusters Score -5117102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -5117104.500000 Penalty: 5469.265137
	Iteration 24Q: 3 clusters Score -5117104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -5117100.000000 Penalty: 5469.265137
	Iteration 25Q: 3 clusters Score -5117100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -5117104.500000 Penalty: 5469.265137
	Iteration 26Q: 3 clusters Score -5117104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -5117106.000000 Penalty: 5469.265137
	Iteration 27Q: 3 clusters Score -5117106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -5117113.000000 Penalty: 5469.265137
	Iteration 28Q: 3 clusters Score -5117113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -5117110.500000 Penalty: 5469.265137
	Iteration 29Q: 3 clusters Score -5117110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -5117111.000000 Penalty: 5469.265137
	Iteration 30Q: 3 clusters Score -5117111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -5117111.000000 Penalty: 5469.265137
	Iteration 31Q: 3 clusters Score -5117111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -5117111.000000 Penalty: 5469.265137
	Iteration 32F: 3 clusters Score -5117111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Entering Unmasked Estep 
Score: -1127816.500000 Penalty: 2359.982666
	Iteration 0F: 2 clusters Score -1127816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1117950.500000 Penalty: 4719.965332
	Iteration 0F: 3 clusters Score -1117950 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1121516.125000 Penalty: 4719.965332
	Iteration 1F: 3 clusters Score -1121516 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1123274.625000 Penalty: 4719.965332
	Iteration 2F: 3 clusters Score -1123275 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1125839.500000 Penalty: 4719.965332
	Iteration 3F: 3 clusters Score -1125840 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1127831.125000 Penalty: 4719.965332
	Iteration 4F: 3 clusters Score -1127831 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1128809.250000 Penalty: 4719.965332
	Iteration 5F: 3 clusters Score -1128809 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1129345.625000 Penalty: 4719.965332
	Iteration 6Q: 3 clusters Score -1129346 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1129919.000000 Penalty: 4719.965332
	Iteration 7Q: 3 clusters Score -1129919 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1130946.000000 Penalty: 4719.965332
	Iteration 8Q: 3 clusters Score -1130946 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1132772.500000 Penalty: 4719.965332
	Iteration 9Q: 3 clusters Score -1132772 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1134072.875000 Penalty: 4719.965332
	Iteration 10Q: 3 clusters Score -1134073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1134320.375000 Penalty: 4719.965332
	Iteration 11Q: 3 clusters Score -1134320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1134383.625000 Penalty: 4719.965332
	Iteration 12Q: 3 clusters Score -1134384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1134403.750000 Penalty: 4719.965332
	Iteration 13Q: 3 clusters Score -1134404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1134413.625000 Penalty: 4719.965332
	Iteration 14Q: 3 clusters Score -1134414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1134417.875000 Penalty: 4719.965332
	Iteration 15Q: 3 clusters Score -1134418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1134424.000000 Penalty: 4719.965332
	Iteration 16Q: 3 clusters Score -1134424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1134426.625000 Penalty: 4719.965332
	Iteration 17Q: 3 clusters Score -1134427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1134425.000000 Penalty: 4719.965332
	Iteration 18Q: 3 clusters Score -1134425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1134425.000000 Penalty: 4719.965332
	Iteration 19F: 3 clusters Score -1134425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 4113 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Entering Unmasked Estep 
Score: -51110936.000000 Penalty: 132893.640625
Splitting cluster 20 changes total score from -51097424.000000 to -51110936.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -835854.812500 Penalty: 2294.629395
	Iteration 0F: 2 clusters Score -835854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -828010.062500 Penalty: 4589.258789
	Iteration 0F: 3 clusters Score -828010.1 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -830682.000000 Penalty: 4589.258789
	Iteration 1F: 3 clusters Score -830682 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -831464.687500 Penalty: 4589.258789
	Iteration 2F: 3 clusters Score -831464.7 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -832245.875000 Penalty: 4589.258789
	Iteration 3F: 3 clusters Score -832245.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -832910.000000 Penalty: 4589.258789
	Iteration 4F: 3 clusters Score -832910 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -833406.375000 Penalty: 4589.258789
	Iteration 5F: 3 clusters Score -833406.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -833731.812500 Penalty: 4589.258789
	Iteration 6Q: 3 clusters Score -833731.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -833937.250000 Penalty: 4589.258789
	Iteration 7Q: 3 clusters Score -833937.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -834140.625000 Penalty: 4589.258789
	Iteration 8Q: 3 clusters Score -834140.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -834314.062500 Penalty: 4589.258789
	Iteration 9Q: 3 clusters Score -834314.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -834477.625000 Penalty: 4589.258789
	Iteration 10Q: 3 clusters Score -834477.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -834606.625000 Penalty: 4589.258789
	Iteration 11Q: 3 clusters Score -834606.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -834719.750000 Penalty: 4589.258789
	Iteration 12Q: 3 clusters Score -834719.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -834804.125000 Penalty: 4589.258789
	Iteration 13Q: 3 clusters Score -834804.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -834852.312500 Penalty: 4589.258789
	Iteration 14Q: 3 clusters Score -834852.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -834884.500000 Penalty: 4589.258789
	Iteration 15Q: 3 clusters Score -834884.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -834907.937500 Penalty: 4589.258789
	Iteration 16Q: 3 clusters Score -834907.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -834926.250000 Penalty: 4589.258789
	Iteration 17Q: 3 clusters Score -834926.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -834941.562500 Penalty: 4589.258789
	Iteration 18Q: 3 clusters Score -834941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -834949.187500 Penalty: 4589.258789
	Iteration 19Q: 3 clusters Score -834949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -834952.500000 Penalty: 4589.258789
	Iteration 20F: 3 clusters Score -834952.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -834955.125000 Penalty: 4589.258789
	Iteration 21Q: 3 clusters Score -834955.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -834958.875000 Penalty: 4589.258789
	Iteration 22Q: 3 clusters Score -834958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -834963.125000 Penalty: 4589.258789
	Iteration 23Q: 3 clusters Score -834963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -834966.125000 Penalty: 4589.258789
	Iteration 24Q: 3 clusters Score -834966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -834967.750000 Penalty: 4589.258789
	Iteration 25Q: 3 clusters Score -834967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -834968.875000 Penalty: 4589.258789
	Iteration 26Q: 3 clusters Score -834968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -834969.125000 Penalty: 4589.258789
	Iteration 27Q: 3 clusters Score -834969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -834972.062500 Penalty: 4589.258789
	Iteration 28Q: 3 clusters Score -834972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -834972.875000 Penalty: 4589.258789
	Iteration 29Q: 3 clusters Score -834972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -834970.812500 Penalty: 4589.258789
	Iteration 30Q: 3 clusters Score -834970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -834970.812500 Penalty: 4589.258789
	Iteration 31F: 3 clusters Score -834970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -311986.593750 Penalty: 2063.833252
	Iteration 0F: 2 clusters Score -311986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -308133.375000 Penalty: 4127.666504
	Iteration 0F: 3 clusters Score -308133.4 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -309260.250000 Penalty: 4127.666504
	Iteration 1F: 3 clusters Score -309260.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -310152.281250 Penalty: 4127.666504
	Iteration 2F: 3 clusters Score -310152.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -311764.875000 Penalty: 4127.666504
	Iteration 3F: 3 clusters Score -311764.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -313976.593750 Penalty: 4127.666504
	Iteration 4F: 3 clusters Score -313976.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -314719.437500 Penalty: 4127.666504
	Iteration 5F: 3 clusters Score -314719.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -315014.343750 Penalty: 4127.666504
	Iteration 6Q: 3 clusters Score -315014.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -315171.187500 Penalty: 4127.666504
	Iteration 7Q: 3 clusters Score -315171.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -315299.875000 Penalty: 4127.666504
	Iteration 8Q: 3 clusters Score -315299.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -315413.750000 Penalty: 4127.666504
	Iteration 9Q: 3 clusters Score -315413.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -315551.125000 Penalty: 4127.666504
	Iteration 10Q: 3 clusters Score -315551.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -315727.187500 Penalty: 4127.666504
	Iteration 11Q: 3 clusters Score -315727.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -315947.968750 Penalty: 4127.666504
	Iteration 12Q: 3 clusters Score -315948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -316095.250000 Penalty: 4127.666504
	Iteration 13Q: 3 clusters Score -316095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -316169.375000 Penalty: 4127.666504
	Iteration 14Q: 3 clusters Score -316169.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -316209.125000 Penalty: 4127.666504
	Iteration 15Q: 3 clusters Score -316209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -316231.812500 Penalty: 4127.666504
	Iteration 16Q: 3 clusters Score -316231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -316244.125000 Penalty: 4127.666504
	Iteration 17Q: 3 clusters Score -316244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -316252.312500 Penalty: 4127.666504
	Iteration 18Q: 3 clusters Score -316252.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -316256.781250 Penalty: 4127.666504
	Iteration 19Q: 3 clusters Score -316256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -316261.000000 Penalty: 4127.666504
	Iteration 20F: 3 clusters Score -316261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -316263.656250 Penalty: 4127.666504
	Iteration 21Q: 3 clusters Score -316263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -316266.656250 Penalty: 4127.666504
	Iteration 22Q: 3 clusters Score -316266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -316268.500000 Penalty: 4127.666504
	Iteration 23Q: 3 clusters Score -316268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -316268.500000 Penalty: 4127.666504
	Iteration 24F: 3 clusters Score -316268.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 2166 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Entering Unmasked Estep 
Score: -51113872.000000 Penalty: 136215.984375
Splitting cluster 22 changes total score from -51097424.000000 to -51113872.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -160189.140625 Penalty: 1904.798096
	Iteration 0F: 2 clusters Score -160189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -157433.156250 Penalty: 3809.596191
	Iteration 0F: 3 clusters Score -157433.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -158041.203125 Penalty: 3809.596191
	Iteration 1F: 3 clusters Score -158041.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -158249.265625 Penalty: 3809.596191
	Iteration 2F: 3 clusters Score -158249.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -158389.531250 Penalty: 3809.596191
	Iteration 3F: 3 clusters Score -158389.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -158521.046875 Penalty: 3809.596191
	Iteration 4Q: 3 clusters Score -158521 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158667.906250 Penalty: 3809.596191
	Iteration 5Q: 3 clusters Score -158667.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -158851.531250 Penalty: 3809.596191
	Iteration 6F: 3 clusters Score -158851.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -159095.765625 Penalty: 3809.596191
	Iteration 7F: 3 clusters Score -159095.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -159495.671875 Penalty: 3809.596191
	Iteration 8F: 3 clusters Score -159495.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -160266.750000 Penalty: 3809.596191
	Iteration 9F: 3 clusters Score -160266.8 nChanged 133
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: -161037.078125 Penalty: 3809.596191
	Iteration 10F: 3 clusters Score -161037.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -161367.093750 Penalty: 3809.596191
	Iteration 11Q: 3 clusters Score -161367.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -161448.171875 Penalty: 3809.596191
	Iteration 12Q: 3 clusters Score -161448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -161499.406250 Penalty: 3809.596191
	Iteration 13Q: 3 clusters Score -161499.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -161533.156250 Penalty: 3809.596191
	Iteration 14Q: 3 clusters Score -161533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -161561.937500 Penalty: 3809.596191
	Iteration 15Q: 3 clusters Score -161561.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161613.000000 Penalty: 3809.596191
	Iteration 16Q: 3 clusters Score -161613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -161708.859375 Penalty: 3809.596191
	Iteration 17Q: 3 clusters Score -161708.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -161980.859375 Penalty: 3809.596191
	Iteration 18Q: 3 clusters Score -161980.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -162395.140625 Penalty: 3809.596191
	Iteration 19Q: 3 clusters Score -162395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -162514.671875 Penalty: 3809.596191
	Iteration 20F: 3 clusters Score -162514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -162517.437500 Penalty: 3809.596191
	Iteration 21Q: 3 clusters Score -162517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -162517.437500 Penalty: 3809.596191
	Iteration 22F: 3 clusters Score -162517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 12877 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Mstep: Class 42 contains 1331 members 
Entering Unmasked Estep 
Score: -51114704.000000 Penalty: 139538.312500
Splitting cluster 23 changes total score from -51097424.000000 to -51114704.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (12877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Entering Unmasked Estep 
Score: -883584.937500 Penalty: 2346.873047
	Iteration 0F: 2 clusters Score -883584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -874155.375000 Penalty: 4693.746094
	Iteration 0F: 3 clusters Score -874155.4 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -878317.312500 Penalty: 4693.746094
	Iteration 1F: 3 clusters Score -878317.3 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -879761.187500 Penalty: 4693.746094
	Iteration 2F: 3 clusters Score -879761.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -880656.125000 Penalty: 4693.746094
	Iteration 3F: 3 clusters Score -880656.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -881332.937500 Penalty: 4693.746094
	Iteration 4F: 3 clusters Score -881332.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -881838.875000 Penalty: 4693.746094
	Iteration 5F: 3 clusters Score -881838.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -882226.562500 Penalty: 4693.746094
	Iteration 6Q: 3 clusters Score -882226.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -882520.875000 Penalty: 4693.746094
	Iteration 7Q: 3 clusters Score -882520.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -882745.312500 Penalty: 4693.746094
	Iteration 8Q: 3 clusters Score -882745.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -882928.250000 Penalty: 4693.746094
	Iteration 9Q: 3 clusters Score -882928.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -883070.000000 Penalty: 4693.746094
	Iteration 10Q: 3 clusters Score -883070 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -883182.250000 Penalty: 4693.746094
	Iteration 11Q: 3 clusters Score -883182.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -883275.000000 Penalty: 4693.746094
	Iteration 12Q: 3 clusters Score -883275 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -883351.437500 Penalty: 4693.746094
	Iteration 13Q: 3 clusters Score -883351.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -883404.562500 Penalty: 4693.746094
	Iteration 14Q: 3 clusters Score -883404.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -883450.125000 Penalty: 4693.746094
	Iteration 15Q: 3 clusters Score -883450.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -883487.500000 Penalty: 4693.746094
	Iteration 16Q: 3 clusters Score -883487.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -883524.250000 Penalty: 4693.746094
	Iteration 17Q: 3 clusters Score -883524.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -883559.187500 Penalty: 4693.746094
	Iteration 18Q: 3 clusters Score -883559.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -883598.500000 Penalty: 4693.746094
	Iteration 19Q: 3 clusters Score -883598.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -883671.750000 Penalty: 4693.746094
	Iteration 20F: 3 clusters Score -883671.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -883767.250000 Penalty: 4693.746094
	Iteration 21Q: 3 clusters Score -883767.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -883868.437500 Penalty: 4693.746094
	Iteration 22Q: 3 clusters Score -883868.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -883945.125000 Penalty: 4693.746094
	Iteration 23Q: 3 clusters Score -883945.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -884004.437500 Penalty: 4693.746094
	Iteration 24Q: 3 clusters Score -884004.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -884033.937500 Penalty: 4693.746094
	Iteration 25Q: 3 clusters Score -884033.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -884059.562500 Penalty: 4693.746094
	Iteration 26Q: 3 clusters Score -884059.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -884078.312500 Penalty: 4693.746094
	Iteration 27Q: 3 clusters Score -884078.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -884093.000000 Penalty: 4693.746094
	Iteration 28Q: 3 clusters Score -884093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -884101.937500 Penalty: 4693.746094
	Iteration 29Q: 3 clusters Score -884101.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -884114.187500 Penalty: 4693.746094
	Iteration 30Q: 3 clusters Score -884114.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -884121.250000 Penalty: 4693.746094
	Iteration 31Q: 3 clusters Score -884121.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -884124.437500 Penalty: 4693.746094
	Iteration 32Q: 3 clusters Score -884124.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -884129.312500 Penalty: 4693.746094
	Iteration 33Q: 3 clusters Score -884129.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -884136.937500 Penalty: 4693.746094
	Iteration 34Q: 3 clusters Score -884136.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -884142.500000 Penalty: 4693.746094
	Iteration 35Q: 3 clusters Score -884142.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -884146.187500 Penalty: 4693.746094
	Iteration 36Q: 3 clusters Score -884146.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -884145.750000 Penalty: 4693.746094
	Iteration 37Q: 3 clusters Score -884145.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -884151.625000 Penalty: 4693.746094
	Iteration 38Q: 3 clusters Score -884151.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -884151.750000 Penalty: 4693.746094
	Iteration 39Q: 3 clusters Score -884151.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -884153.312500 Penalty: 4693.746094
	Iteration 40F: 3 clusters Score -884153.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -884155.625000 Penalty: 4693.746094
	Iteration 41Q: 3 clusters Score -884155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -884158.375000 Penalty: 4693.746094
	Iteration 42Q: 3 clusters Score -884158.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -884164.000000 Penalty: 4693.746094
	Iteration 43Q: 3 clusters Score -884164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -884164.812500 Penalty: 4693.746094
	Iteration 44Q: 3 clusters Score -884164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -884168.125000 Penalty: 4693.746094
	Iteration 45Q: 3 clusters Score -884168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -884172.062500 Penalty: 4693.746094
	Iteration 46Q: 3 clusters Score -884172.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -884178.312500 Penalty: 4693.746094
	Iteration 47Q: 3 clusters Score -884178.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -884181.562500 Penalty: 4693.746094
	Iteration 48Q: 3 clusters Score -884181.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -884189.312500 Penalty: 4693.746094
	Iteration 49Q: 3 clusters Score -884189.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -884198.375000 Penalty: 4693.746094
	Iteration 50Q: 3 clusters Score -884198.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -884207.937500 Penalty: 4693.746094
	Iteration 51Q: 3 clusters Score -884207.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -884215.000000 Penalty: 4693.746094
	Iteration 52Q: 3 clusters Score -884215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -884217.687500 Penalty: 4693.746094
	Iteration 53Q: 3 clusters Score -884217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -884220.812500 Penalty: 4693.746094
	Iteration 54Q: 3 clusters Score -884220.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -884223.250000 Penalty: 4693.746094
	Iteration 55Q: 3 clusters Score -884223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -884226.375000 Penalty: 4693.746094
	Iteration 56Q: 3 clusters Score -884226.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -884226.875000 Penalty: 4693.746094
	Iteration 57Q: 3 clusters Score -884226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -884230.562500 Penalty: 4693.746094
	Iteration 58Q: 3 clusters Score -884230.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -884233.125000 Penalty: 4693.746094
	Iteration 59Q: 3 clusters Score -884233.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -884233.375000 Penalty: 4693.746094
	Iteration 60F: 3 clusters Score -884233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -884236.437500 Penalty: 4693.746094
	Iteration 61Q: 3 clusters Score -884236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -884234.437500 Penalty: 4693.746094
	Iteration 62Q: 3 clusters Score -884234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -884235.375000 Penalty: 4693.746094
	Iteration 63Q: 3 clusters Score -884235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -884237.312500 Penalty: 4693.746094
	Iteration 64Q: 3 clusters Score -884237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -884237.500000 Penalty: 4693.746094
	Iteration 65Q: 3 clusters Score -884237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -884237.500000 Penalty: 4693.746094
	Iteration 66F: 3 clusters Score -884237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Mstep: Class 42 contains 1331 members 
Mstep: Class 43 contains 3941 members 
Entering Unmasked Estep 
Score: -51114304.000000 Penalty: 142860.656250
Splitting cluster 24 changes total score from -51097424.000000 to -51114304.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -538348.125000 Penalty: 2190.734863
	Iteration 0F: 2 clusters Score -538348.1 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 3451 members 
Entering Unmasked Estep 
Score: -532650.562500 Penalty: 4381.469727
	Iteration 0F: 3 clusters Score -532650.6 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -534272.125000 Penalty: 4381.469727
	Iteration 1F: 3 clusters Score -534272.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -534897.250000 Penalty: 4381.469727
	Iteration 2F: 3 clusters Score -534897.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -535780.000000 Penalty: 4381.469727
	Iteration 3F: 3 clusters Score -535780 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -536955.187500 Penalty: 4381.469727
	Iteration 4F: 3 clusters Score -536955.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -538260.812500 Penalty: 4381.469727
	Iteration 5F: 3 clusters Score -538260.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -539104.312500 Penalty: 4381.469727
	Iteration 6F: 3 clusters Score -539104.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -539429.812500 Penalty: 4381.469727
	Iteration 7Q: 3 clusters Score -539429.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -539555.375000 Penalty: 4381.469727
	Iteration 8Q: 3 clusters Score -539555.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -539616.687500 Penalty: 4381.469727
	Iteration 9Q: 3 clusters Score -539616.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -539641.937500 Penalty: 4381.469727
	Iteration 10Q: 3 clusters Score -539641.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -539654.187500 Penalty: 4381.469727
	Iteration 11Q: 3 clusters Score -539654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -539655.937500 Penalty: 4381.469727
	Iteration 12Q: 3 clusters Score -539655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -539657.625000 Penalty: 4381.469727
	Iteration 13Q: 3 clusters Score -539657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -539659.500000 Penalty: 4381.469727
	Iteration 14Q: 3 clusters Score -539659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -539661.687500 Penalty: 4381.469727
	Iteration 15Q: 3 clusters Score -539661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -539661.375000 Penalty: 4381.469727
	Iteration 16Q: 3 clusters Score -539661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -539661.375000 Penalty: 4381.469727
	Iteration 17F: 3 clusters Score -539661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 21459 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Mstep: Class 42 contains 1331 members 
Mstep: Class 43 contains 3941 members 
Mstep: Class 44 contains 5302 members 
Entering Unmasked Estep 
Score: -51114404.000000 Penalty: 146183.000000
Splitting cluster 25 changes total score from -51097424.000000 to -51114404.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 26 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -319554.593750 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -319554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315593.187500 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -315593.2 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -316713.750000 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -316713.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -317337.375000 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -317337.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -317892.093750 Penalty: 4125.611816
	Iteration 3F: 3 clusters Score -317892.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -318289.718750 Penalty: 4125.611816
	Iteration 4F: 3 clusters Score -318289.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318504.875000 Penalty: 4125.611816
	Iteration 5F: 3 clusters Score -318504.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -318639.250000 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -318639.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -318692.437500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -318692.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -318726.062500 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -318726.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -318751.156250 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -318751.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -318765.187500 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -318765.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -318775.656250 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -318775.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -318784.312500 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -318784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -318792.250000 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -318792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -318801.593750 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -318801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -318809.906250 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -318809.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318816.312500 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -318816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318818.875000 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -318818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -318820.437500 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -318820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318821.062500 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -318821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -318821.625000 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -318821.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Entering Unmasked Estep 
Score: -1754347.375000 Penalty: 2473.527100
	Iteration 0F: 2 clusters Score -1754347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1739427.000000 Penalty: 4947.054199
	Iteration 0F: 3 clusters Score -1739427 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1744515.500000 Penalty: 4947.054199
	Iteration 1F: 3 clusters Score -1744516 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1745077.625000 Penalty: 4947.054199
	Iteration 2F: 3 clusters Score -1745078 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1745747.625000 Penalty: 4947.054199
	Iteration 3F: 3 clusters Score -1745748 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1746739.375000 Penalty: 4947.054199
	Iteration 4F: 3 clusters Score -1746739 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1748242.875000 Penalty: 4947.054199
	Iteration 5F: 3 clusters Score -1748243 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1750059.000000 Penalty: 4947.054199
	Iteration 6F: 3 clusters Score -1750059 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1751885.125000 Penalty: 4947.054199
	Iteration 7F: 3 clusters Score -1751885 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1753337.375000 Penalty: 4947.054199
	Iteration 8F: 3 clusters Score -1753337 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1754282.125000 Penalty: 4947.054199
	Iteration 9F: 3 clusters Score -1754282 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1754861.750000 Penalty: 4947.054199
	Iteration 10Q: 3 clusters Score -1754862 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1755210.125000 Penalty: 4947.054199
	Iteration 11Q: 3 clusters Score -1755210 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1755484.000000 Penalty: 4947.054199
	Iteration 12Q: 3 clusters Score -1755484 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1755704.375000 Penalty: 4947.054199
	Iteration 13Q: 3 clusters Score -1755704 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1755839.000000 Penalty: 4947.054199
	Iteration 14Q: 3 clusters Score -1755839 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1755923.375000 Penalty: 4947.054199
	Iteration 15Q: 3 clusters Score -1755923 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1755982.500000 Penalty: 4947.054199
	Iteration 16Q: 3 clusters Score -1755982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1756020.500000 Penalty: 4947.054199
	Iteration 17Q: 3 clusters Score -1756020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1756057.750000 Penalty: 4947.054199
	Iteration 18Q: 3 clusters Score -1756058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1756089.750000 Penalty: 4947.054199
	Iteration 19Q: 3 clusters Score -1756090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1756122.250000 Penalty: 4947.054199
	Iteration 20F: 3 clusters Score -1756122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1756136.000000 Penalty: 4947.054199
	Iteration 21Q: 3 clusters Score -1756136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1756140.375000 Penalty: 4947.054199
	Iteration 22Q: 3 clusters Score -1756140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1756146.125000 Penalty: 4947.054199
	Iteration 23Q: 3 clusters Score -1756146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1756154.125000 Penalty: 4947.054199
	Iteration 24Q: 3 clusters Score -1756154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1756149.625000 Penalty: 4947.054199
	Iteration 25Q: 3 clusters Score -1756150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1756153.000000 Penalty: 4947.054199
	Iteration 26Q: 3 clusters Score -1756153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1756150.375000 Penalty: 4947.054199
	Iteration 27Q: 3 clusters Score -1756150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1756154.000000 Penalty: 4947.054199
	Iteration 28Q: 3 clusters Score -1756154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1756151.500000 Penalty: 4947.054199
	Iteration 29Q: 3 clusters Score -1756152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1756151.375000 Penalty: 4947.054199
	Iteration 30Q: 3 clusters Score -1756151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1756151.500000 Penalty: 4947.054199
	Iteration 31Q: 3 clusters Score -1756152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1756152.875000 Penalty: 4947.054199
	Iteration 32Q: 3 clusters Score -1756153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1756151.750000 Penalty: 4947.054199
	Iteration 33Q: 3 clusters Score -1756152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1756154.375000 Penalty: 4947.054199
	Iteration 34Q: 3 clusters Score -1756154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1756153.250000 Penalty: 4947.054199
	Iteration 35Q: 3 clusters Score -1756153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1756153.250000 Penalty: 4947.054199
	Iteration 36F: 3 clusters Score -1756153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 17643 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 38787 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Mstep: Class 42 contains 1331 members 
Mstep: Class 43 contains 3941 members 
Mstep: Class 44 contains 5302 members 
Mstep: Class 45 contains 3816 members 
Entering Unmasked Estep 
Score: -51115448.000000 Penalty: 149505.343750
Splitting cluster 27 changes total score from -51097424.000000 to -51115448.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 28 (3119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Entering Unmasked Estep 
Score: -210271.562500 Penalty: 1995.226440
	Iteration 0F: 2 clusters Score -210271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -206932.750000 Penalty: 3990.452881
	Iteration 0F: 3 clusters Score -206932.8 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -207918.203125 Penalty: 3990.452881
	Iteration 1F: 3 clusters Score -207918.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -208410.500000 Penalty: 3990.452881
	Iteration 2F: 3 clusters Score -208410.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -208933.062500 Penalty: 3990.452881
	Iteration 3F: 3 clusters Score -208933.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -209345.156250 Penalty: 3990.452881
	Iteration 4F: 3 clusters Score -209345.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -209541.187500 Penalty: 3990.452881
	Iteration 5F: 3 clusters Score -209541.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -209648.968750 Penalty: 3990.452881
	Iteration 6Q: 3 clusters Score -209649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -209713.390625 Penalty: 3990.452881
	Iteration 7Q: 3 clusters Score -209713.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -209757.281250 Penalty: 3990.452881
	Iteration 8Q: 3 clusters Score -209757.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -209803.234375 Penalty: 3990.452881
	Iteration 9Q: 3 clusters Score -209803.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -209845.265625 Penalty: 3990.452881
	Iteration 10Q: 3 clusters Score -209845.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -209885.656250 Penalty: 3990.452881
	Iteration 11Q: 3 clusters Score -209885.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -209915.093750 Penalty: 3990.452881
	Iteration 12Q: 3 clusters Score -209915.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -209953.437500 Penalty: 3990.452881
	Iteration 13Q: 3 clusters Score -209953.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -209990.562500 Penalty: 3990.452881
	Iteration 14Q: 3 clusters Score -209990.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -210014.609375 Penalty: 3990.452881
	Iteration 15Q: 3 clusters Score -210014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -210038.187500 Penalty: 3990.452881
	Iteration 16Q: 3 clusters Score -210038.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -210066.250000 Penalty: 3990.452881
	Iteration 17Q: 3 clusters Score -210066.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -210086.484375 Penalty: 3990.452881
	Iteration 18Q: 3 clusters Score -210086.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -210099.812500 Penalty: 3990.452881
	Iteration 19Q: 3 clusters Score -210099.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -210107.625000 Penalty: 3990.452881
	Iteration 20F: 3 clusters Score -210107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -210112.781250 Penalty: 3990.452881
	Iteration 21Q: 3 clusters Score -210112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -210119.343750 Penalty: 3990.452881
	Iteration 22Q: 3 clusters Score -210119.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -210126.453125 Penalty: 3990.452881
	Iteration 23Q: 3 clusters Score -210126.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -210128.343750 Penalty: 3990.452881
	Iteration 24Q: 3 clusters Score -210128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -210129.234375 Penalty: 3990.452881
	Iteration 25Q: 3 clusters Score -210129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -210131.609375 Penalty: 3990.452881
	Iteration 26Q: 3 clusters Score -210131.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -210131.609375 Penalty: 3990.452881
	Iteration 27F: 3 clusters Score -210131.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Entering Unmasked Estep 
Score: -4699115.500000 Penalty: 2718.091064
	Iteration 0F: 2 clusters Score -4699116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4660489.000000 Penalty: 5436.182129
	Iteration 0F: 3 clusters Score -4660489 nChanged 26692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4675459.000000 Penalty: 5436.182129
	Iteration 1F: 3 clusters Score -4675459 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4676065.000000 Penalty: 5436.182129
	Iteration 2Q: 3 clusters Score -4676065 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4676661.000000 Penalty: 5436.182129
	Iteration 3Q: 3 clusters Score -4676661 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4677321.000000 Penalty: 5436.182129
	Iteration 4Q: 3 clusters Score -4677321 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4678333.500000 Penalty: 5436.182129
	Iteration 5Q: 3 clusters Score -4678334 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -4680023.000000 Penalty: 5436.182129
	Iteration 6F: 3 clusters Score -4680023 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4682627.500000 Penalty: 5436.182129
	Iteration 7F: 3 clusters Score -4682628 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -4686046.500000 Penalty: 5436.182129
	Iteration 8F: 3 clusters Score -4686046 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -4689558.500000 Penalty: 5436.182129
	Iteration 9F: 3 clusters Score -4689558 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -4692339.000000 Penalty: 5436.182129
	Iteration 10F: 3 clusters Score -4692339 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -4694207.000000 Penalty: 5436.182129
	Iteration 11Q: 3 clusters Score -4694207 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -4695309.000000 Penalty: 5436.182129
	Iteration 12Q: 3 clusters Score -4695309 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -4695924.500000 Penalty: 5436.182129
	Iteration 13Q: 3 clusters Score -4695924 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -4696221.500000 Penalty: 5436.182129
	Iteration 14Q: 3 clusters Score -4696222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -4696412.000000 Penalty: 5436.182129
	Iteration 15Q: 3 clusters Score -4696412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -4696494.000000 Penalty: 5436.182129
	Iteration 16Q: 3 clusters Score -4696494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -4696559.500000 Penalty: 5436.182129
	Iteration 17Q: 3 clusters Score -4696560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -4696627.500000 Penalty: 5436.182129
	Iteration 18Q: 3 clusters Score -4696628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -4696669.000000 Penalty: 5436.182129
	Iteration 19Q: 3 clusters Score -4696669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -4696686.000000 Penalty: 5436.182129
	Iteration 20F: 3 clusters Score -4696686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -4696705.500000 Penalty: 5436.182129
	Iteration 21Q: 3 clusters Score -4696706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -4696715.000000 Penalty: 5436.182129
	Iteration 22Q: 3 clusters Score -4696715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -4696723.500000 Penalty: 5436.182129
	Iteration 23Q: 3 clusters Score -4696724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -4696728.500000 Penalty: 5436.182129
	Iteration 24Q: 3 clusters Score -4696728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -4696737.500000 Penalty: 5436.182129
	Iteration 25Q: 3 clusters Score -4696738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -4696745.500000 Penalty: 5436.182129
	Iteration 26Q: 3 clusters Score -4696746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -4696746.000000 Penalty: 5436.182129
	Iteration 27Q: 3 clusters Score -4696746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -4696749.500000 Penalty: 5436.182129
	Iteration 28Q: 3 clusters Score -4696750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -4696752.000000 Penalty: 5436.182129
	Iteration 29Q: 3 clusters Score -4696752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -4696752.500000 Penalty: 5436.182129
	Iteration 30Q: 3 clusters Score -4696752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -4696752.500000 Penalty: 5436.182129
	Iteration 31F: 3 clusters Score -4696752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Entering Unmasked Estep 
Score: -2630431.750000 Penalty: 2565.263672
	Iteration 0F: 2 clusters Score -2630432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2609218.750000 Penalty: 5130.527344
	Iteration 0F: 3 clusters Score -2609219 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2616818.750000 Penalty: 5130.527344
	Iteration 1F: 3 clusters Score -2616819 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2617287.250000 Penalty: 5130.527344
	Iteration 2Q: 3 clusters Score -2617287 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2617740.750000 Penalty: 5130.527344
	Iteration 3Q: 3 clusters Score -2617741 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2618183.000000 Penalty: 5130.527344
	Iteration 4Q: 3 clusters Score -2618183 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2618697.750000 Penalty: 5130.527344
	Iteration 5Q: 3 clusters Score -2618698 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2619370.250000 Penalty: 5130.527344
	Iteration 6Q: 3 clusters Score -2619370 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2620390.000000 Penalty: 5130.527344
	Iteration 7Q: 3 clusters Score -2620390 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2621819.500000 Penalty: 5130.527344
	Iteration 8F: 3 clusters Score -2621820 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2623551.750000 Penalty: 5130.527344
	Iteration 9F: 3 clusters Score -2623552 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2625220.000000 Penalty: 5130.527344
	Iteration 10F: 3 clusters Score -2625220 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2626442.750000 Penalty: 5130.527344
	Iteration 11F: 3 clusters Score -2626443 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2627157.750000 Penalty: 5130.527344
	Iteration 12Q: 3 clusters Score -2627158 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2627457.250000 Penalty: 5130.527344
	Iteration 13Q: 3 clusters Score -2627457 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2627606.000000 Penalty: 5130.527344
	Iteration 14Q: 3 clusters Score -2627606 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2627715.250000 Penalty: 5130.527344
	Iteration 15Q: 3 clusters Score -2627715 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2627794.750000 Penalty: 5130.527344
	Iteration 16Q: 3 clusters Score -2627795 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2627828.500000 Penalty: 5130.527344
	Iteration 17Q: 3 clusters Score -2627828 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2627841.750000 Penalty: 5130.527344
	Iteration 18Q: 3 clusters Score -2627842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2627877.500000 Penalty: 5130.527344
	Iteration 19Q: 3 clusters Score -2627878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2627885.500000 Penalty: 5130.527344
	Iteration 20F: 3 clusters Score -2627886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2627894.750000 Penalty: 5130.527344
	Iteration 21Q: 3 clusters Score -2627895 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2627895.250000 Penalty: 5130.527344
	Iteration 22Q: 3 clusters Score -2627895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2627908.250000 Penalty: 5130.527344
	Iteration 23Q: 3 clusters Score -2627908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2627921.500000 Penalty: 5130.527344
	Iteration 24Q: 3 clusters Score -2627922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2627924.000000 Penalty: 5130.527344
	Iteration 25Q: 3 clusters Score -2627924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2627932.250000 Penalty: 5130.527344
	Iteration 26Q: 3 clusters Score -2627932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2627945.000000 Penalty: 5130.527344
	Iteration 27Q: 3 clusters Score -2627945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2627952.250000 Penalty: 5130.527344
	Iteration 28Q: 3 clusters Score -2627952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2627968.250000 Penalty: 5130.527344
	Iteration 29Q: 3 clusters Score -2627968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2627969.000000 Penalty: 5130.527344
	Iteration 30Q: 3 clusters Score -2627969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2627971.750000 Penalty: 5130.527344
	Iteration 31Q: 3 clusters Score -2627972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2627980.750000 Penalty: 5130.527344
	Iteration 32Q: 3 clusters Score -2627981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2627985.750000 Penalty: 5130.527344
	Iteration 33Q: 3 clusters Score -2627986 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2627983.500000 Penalty: 5130.527344
	Iteration 34Q: 3 clusters Score -2627984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2627993.500000 Penalty: 5130.527344
	Iteration 35Q: 3 clusters Score -2627994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2627997.500000 Penalty: 5130.527344
	Iteration 36Q: 3 clusters Score -2627998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2628003.250000 Penalty: 5130.527344
	Iteration 37Q: 3 clusters Score -2628003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2627999.750000 Penalty: 5130.527344
	Iteration 38Q: 3 clusters Score -2628000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2628011.000000 Penalty: 5130.527344
	Iteration 39Q: 3 clusters Score -2628011 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2628013.000000 Penalty: 5130.527344
	Iteration 40F: 3 clusters Score -2628013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2628016.250000 Penalty: 5130.527344
	Iteration 41Q: 3 clusters Score -2628016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2628029.250000 Penalty: 5130.527344
	Iteration 42Q: 3 clusters Score -2628029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2628035.750000 Penalty: 5130.527344
	Iteration 43Q: 3 clusters Score -2628036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2628045.750000 Penalty: 5130.527344
	Iteration 44Q: 3 clusters Score -2628046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2628060.750000 Penalty: 5130.527344
	Iteration 45Q: 3 clusters Score -2628061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2628061.500000 Penalty: 5130.527344
	Iteration 46Q: 3 clusters Score -2628062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2628061.750000 Penalty: 5130.527344
	Iteration 47Q: 3 clusters Score -2628062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2628081.000000 Penalty: 5130.527344
	Iteration 48Q: 3 clusters Score -2628081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2628082.500000 Penalty: 5130.527344
	Iteration 49Q: 3 clusters Score -2628082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2628080.000000 Penalty: 5130.527344
	Iteration 50Q: 3 clusters Score -2628080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2628084.250000 Penalty: 5130.527344
	Iteration 51Q: 3 clusters Score -2628084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2628088.000000 Penalty: 5130.527344
	Iteration 52Q: 3 clusters Score -2628088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2628098.250000 Penalty: 5130.527344
	Iteration 53Q: 3 clusters Score -2628098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2628108.750000 Penalty: 5130.527344
	Iteration 54Q: 3 clusters Score -2628109 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2628122.000000 Penalty: 5130.527344
	Iteration 55Q: 3 clusters Score -2628122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2628131.250000 Penalty: 5130.527344
	Iteration 56Q: 3 clusters Score -2628131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2628145.000000 Penalty: 5130.527344
	Iteration 57Q: 3 clusters Score -2628145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2628165.750000 Penalty: 5130.527344
	Iteration 58Q: 3 clusters Score -2628166 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2628175.500000 Penalty: 5130.527344
	Iteration 59Q: 3 clusters Score -2628176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2628179.750000 Penalty: 5130.527344
	Iteration 60F: 3 clusters Score -2628180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2628187.000000 Penalty: 5130.527344
	Iteration 61Q: 3 clusters Score -2628187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2628190.750000 Penalty: 5130.527344
	Iteration 62Q: 3 clusters Score -2628191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2628193.750000 Penalty: 5130.527344
	Iteration 63Q: 3 clusters Score -2628194 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2628196.250000 Penalty: 5130.527344
	Iteration 64Q: 3 clusters Score -2628196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2628218.250000 Penalty: 5130.527344
	Iteration 65Q: 3 clusters Score -2628218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2628242.250000 Penalty: 5130.527344
	Iteration 66Q: 3 clusters Score -2628242 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2628267.250000 Penalty: 5130.527344
	Iteration 67Q: 3 clusters Score -2628267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2628282.000000 Penalty: 5130.527344
	Iteration 68Q: 3 clusters Score -2628282 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2628297.750000 Penalty: 5130.527344
	Iteration 69Q: 3 clusters Score -2628298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2628321.750000 Penalty: 5130.527344
	Iteration 70Q: 3 clusters Score -2628322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2628340.500000 Penalty: 5130.527344
	Iteration 71Q: 3 clusters Score -2628340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2628371.500000 Penalty: 5130.527344
	Iteration 72Q: 3 clusters Score -2628372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2628399.750000 Penalty: 5130.527344
	Iteration 73Q: 3 clusters Score -2628400 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2628425.750000 Penalty: 5130.527344
	Iteration 74Q: 3 clusters Score -2628426 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2628435.750000 Penalty: 5130.527344
	Iteration 75Q: 3 clusters Score -2628436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2628445.750000 Penalty: 5130.527344
	Iteration 76Q: 3 clusters Score -2628446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2628466.750000 Penalty: 5130.527344
	Iteration 77Q: 3 clusters Score -2628467 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2628489.000000 Penalty: 5130.527344
	Iteration 78Q: 3 clusters Score -2628489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2628491.750000 Penalty: 5130.527344
	Iteration 79Q: 3 clusters Score -2628492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2628510.000000 Penalty: 5130.527344
	Iteration 80F: 3 clusters Score -2628510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2628530.250000 Penalty: 5130.527344
	Iteration 81Q: 3 clusters Score -2628530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2628552.250000 Penalty: 5130.527344
	Iteration 82Q: 3 clusters Score -2628552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2628563.000000 Penalty: 5130.527344
	Iteration 83Q: 3 clusters Score -2628563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2628573.500000 Penalty: 5130.527344
	Iteration 84Q: 3 clusters Score -2628574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2628582.000000 Penalty: 5130.527344
	Iteration 85Q: 3 clusters Score -2628582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2628589.000000 Penalty: 5130.527344
	Iteration 86Q: 3 clusters Score -2628589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2628602.250000 Penalty: 5130.527344
	Iteration 87Q: 3 clusters Score -2628602 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2628624.500000 Penalty: 5130.527344
	Iteration 88Q: 3 clusters Score -2628624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2628635.250000 Penalty: 5130.527344
	Iteration 89Q: 3 clusters Score -2628635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2628650.250000 Penalty: 5130.527344
	Iteration 90Q: 3 clusters Score -2628650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2628665.000000 Penalty: 5130.527344
	Iteration 91Q: 3 clusters Score -2628665 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2628677.750000 Penalty: 5130.527344
	Iteration 92Q: 3 clusters Score -2628678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2628695.750000 Penalty: 5130.527344
	Iteration 93Q: 3 clusters Score -2628696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2628706.750000 Penalty: 5130.527344
	Iteration 94Q: 3 clusters Score -2628707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2628714.250000 Penalty: 5130.527344
	Iteration 95Q: 3 clusters Score -2628714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2628740.500000 Penalty: 5130.527344
	Iteration 96Q: 3 clusters Score -2628740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2628765.750000 Penalty: 5130.527344
	Iteration 97Q: 3 clusters Score -2628766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2628794.250000 Penalty: 5130.527344
	Iteration 98Q: 3 clusters Score -2628794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2628821.750000 Penalty: 5130.527344
	Iteration 99Q: 3 clusters Score -2628822 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2628851.750000 Penalty: 5130.527344
	Iteration 100F: 3 clusters Score -2628852 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2628888.500000 Penalty: 5130.527344
	Iteration 101Q: 3 clusters Score -2628888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2628913.250000 Penalty: 5130.527344
	Iteration 102Q: 3 clusters Score -2628913 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2628930.250000 Penalty: 5130.527344
	Iteration 103Q: 3 clusters Score -2628930 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2628942.500000 Penalty: 5130.527344
	Iteration 104Q: 3 clusters Score -2628942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2628973.500000 Penalty: 5130.527344
	Iteration 105Q: 3 clusters Score -2628974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2629011.000000 Penalty: 5130.527344
	Iteration 106Q: 3 clusters Score -2629011 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2629046.250000 Penalty: 5130.527344
	Iteration 107Q: 3 clusters Score -2629046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2629084.000000 Penalty: 5130.527344
	Iteration 108Q: 3 clusters Score -2629084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2629097.250000 Penalty: 5130.527344
	Iteration 109Q: 3 clusters Score -2629097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2629120.500000 Penalty: 5130.527344
	Iteration 110Q: 3 clusters Score -2629120 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2629146.500000 Penalty: 5130.527344
	Iteration 111Q: 3 clusters Score -2629146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2629188.250000 Penalty: 5130.527344
	Iteration 112Q: 3 clusters Score -2629188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2629214.250000 Penalty: 5130.527344
	Iteration 113Q: 3 clusters Score -2629214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2629251.750000 Penalty: 5130.527344
	Iteration 114Q: 3 clusters Score -2629252 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2629283.000000 Penalty: 5130.527344
	Iteration 115Q: 3 clusters Score -2629283 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2629321.500000 Penalty: 5130.527344
	Iteration 116Q: 3 clusters Score -2629322 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2629340.000000 Penalty: 5130.527344
	Iteration 117Q: 3 clusters Score -2629340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2629367.250000 Penalty: 5130.527344
	Iteration 118Q: 3 clusters Score -2629367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2629405.750000 Penalty: 5130.527344
	Iteration 119Q: 3 clusters Score -2629406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2629422.000000 Penalty: 5130.527344
	Iteration 120F: 3 clusters Score -2629422 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2629447.250000 Penalty: 5130.527344
	Iteration 121Q: 3 clusters Score -2629447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -2629461.000000 Penalty: 5130.527344
	Iteration 122Q: 3 clusters Score -2629461 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2629481.250000 Penalty: 5130.527344
	Iteration 123Q: 3 clusters Score -2629481 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2629500.000000 Penalty: 5130.527344
	Iteration 124Q: 3 clusters Score -2629500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2629518.750000 Penalty: 5130.527344
	Iteration 125Q: 3 clusters Score -2629519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2629534.750000 Penalty: 5130.527344
	Iteration 126Q: 3 clusters Score -2629535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2629544.500000 Penalty: 5130.527344
	Iteration 127Q: 3 clusters Score -2629544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2629566.500000 Penalty: 5130.527344
	Iteration 128Q: 3 clusters Score -2629566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2629588.500000 Penalty: 5130.527344
	Iteration 129Q: 3 clusters Score -2629588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -2629609.500000 Penalty: 5130.527344
	Iteration 130Q: 3 clusters Score -2629610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2629646.500000 Penalty: 5130.527344
	Iteration 131Q: 3 clusters Score -2629646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2629665.000000 Penalty: 5130.527344
	Iteration 132Q: 3 clusters Score -2629665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2629699.750000 Penalty: 5130.527344
	Iteration 133Q: 3 clusters Score -2629700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2629729.750000 Penalty: 5130.527344
	Iteration 134Q: 3 clusters Score -2629730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2629764.000000 Penalty: 5130.527344
	Iteration 135Q: 3 clusters Score -2629764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2629789.000000 Penalty: 5130.527344
	Iteration 136Q: 3 clusters Score -2629789 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -2629803.250000 Penalty: 5130.527344
	Iteration 137Q: 3 clusters Score -2629803 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2629814.750000 Penalty: 5130.527344
	Iteration 138Q: 3 clusters Score -2629815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2629842.500000 Penalty: 5130.527344
	Iteration 139Q: 3 clusters Score -2629842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2629876.500000 Penalty: 5130.527344
	Iteration 140F: 3 clusters Score -2629876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2629894.750000 Penalty: 5130.527344
	Iteration 141Q: 3 clusters Score -2629895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2629911.500000 Penalty: 5130.527344
	Iteration 142Q: 3 clusters Score -2629912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2629922.750000 Penalty: 5130.527344
	Iteration 143Q: 3 clusters Score -2629923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -2629926.250000 Penalty: 5130.527344
	Iteration 144Q: 3 clusters Score -2629926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -2629937.750000 Penalty: 5130.527344
	Iteration 145Q: 3 clusters Score -2629938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2629944.250000 Penalty: 5130.527344
	Iteration 146Q: 3 clusters Score -2629944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -2629942.000000 Penalty: 5130.527344
	Iteration 147Q: 3 clusters Score -2629942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2629943.750000 Penalty: 5130.527344
	Iteration 148Q: 3 clusters Score -2629944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2629948.500000 Penalty: 5130.527344
	Iteration 149Q: 3 clusters Score -2629948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2629947.250000 Penalty: 5130.527344
	Iteration 150Q: 3 clusters Score -2629947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -2629948.250000 Penalty: 5130.527344
	Iteration 151Q: 3 clusters Score -2629948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -2629946.000000 Penalty: 5130.527344
	Iteration 152Q: 3 clusters Score -2629946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -2629946.000000 Penalty: 5130.527344
	Iteration 153F: 3 clusters Score -2629946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (38787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Entering Unmasked Estep 
Score: -3149918.750000 Penalty: 2620.328613
	Iteration 0F: 2 clusters Score -3149919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3123634.250000 Penalty: 5240.657227
	Iteration 0F: 3 clusters Score -3123634 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3134987.500000 Penalty: 5240.657227
	Iteration 1F: 3 clusters Score -3134988 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3137185.000000 Penalty: 5240.657227
	Iteration 2F: 3 clusters Score -3137185 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3139446.500000 Penalty: 5240.657227
	Iteration 3F: 3 clusters Score -3139446 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3141639.250000 Penalty: 5240.657227
	Iteration 4F: 3 clusters Score -3141639 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3143799.500000 Penalty: 5240.657227
	Iteration 5F: 3 clusters Score -3143800 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3146098.500000 Penalty: 5240.657227
	Iteration 6F: 3 clusters Score -3146098 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3148834.750000 Penalty: 5240.657227
	Iteration 7F: 3 clusters Score -3148835 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3152099.250000 Penalty: 5240.657227
	Iteration 8F: 3 clusters Score -3152099 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3154767.000000 Penalty: 5240.657227
	Iteration 9F: 3 clusters Score -3154767 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3155997.000000 Penalty: 5240.657227
	Iteration 10Q: 3 clusters Score -3155997 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3156510.500000 Penalty: 5240.657227
	Iteration 11Q: 3 clusters Score -3156510 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3156835.250000 Penalty: 5240.657227
	Iteration 12Q: 3 clusters Score -3156835 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3157130.000000 Penalty: 5240.657227
	Iteration 13Q: 3 clusters Score -3157130 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3157363.000000 Penalty: 5240.657227
	Iteration 14Q: 3 clusters Score -3157363 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3157490.000000 Penalty: 5240.657227
	Iteration 15Q: 3 clusters Score -3157490 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3157550.000000 Penalty: 5240.657227
	Iteration 16Q: 3 clusters Score -3157550 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3157581.500000 Penalty: 5240.657227
	Iteration 17Q: 3 clusters Score -3157582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3157632.750000 Penalty: 5240.657227
	Iteration 18Q: 3 clusters Score -3157633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3157660.500000 Penalty: 5240.657227
	Iteration 19Q: 3 clusters Score -3157660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3157687.500000 Penalty: 5240.657227
	Iteration 20F: 3 clusters Score -3157688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3157734.500000 Penalty: 5240.657227
	Iteration 21Q: 3 clusters Score -3157734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3157746.250000 Penalty: 5240.657227
	Iteration 22Q: 3 clusters Score -3157746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3157785.250000 Penalty: 5240.657227
	Iteration 23Q: 3 clusters Score -3157785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3157809.000000 Penalty: 5240.657227
	Iteration 24Q: 3 clusters Score -3157809 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3157824.000000 Penalty: 5240.657227
	Iteration 25Q: 3 clusters Score -3157824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3157825.500000 Penalty: 5240.657227
	Iteration 26Q: 3 clusters Score -3157826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3157834.250000 Penalty: 5240.657227
	Iteration 27Q: 3 clusters Score -3157834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3157836.750000 Penalty: 5240.657227
	Iteration 28Q: 3 clusters Score -3157837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3157846.250000 Penalty: 5240.657227
	Iteration 29Q: 3 clusters Score -3157846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3157854.250000 Penalty: 5240.657227
	Iteration 30Q: 3 clusters Score -3157854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3157855.500000 Penalty: 5240.657227
	Iteration 31Q: 3 clusters Score -3157856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3157860.000000 Penalty: 5240.657227
	Iteration 32Q: 3 clusters Score -3157860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -3157865.250000 Penalty: 5240.657227
	Iteration 33Q: 3 clusters Score -3157865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3157863.000000 Penalty: 5240.657227
	Iteration 34Q: 3 clusters Score -3157863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3157863.000000 Penalty: 5240.657227
	Iteration 35Q: 3 clusters Score -3157863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3157870.500000 Penalty: 5240.657227
	Iteration 36Q: 3 clusters Score -3157870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3157864.250000 Penalty: 5240.657227
	Iteration 37Q: 3 clusters Score -3157864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3157863.250000 Penalty: 5240.657227
	Iteration 38Q: 3 clusters Score -3157863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3157864.000000 Penalty: 5240.657227
	Iteration 39Q: 3 clusters Score -3157864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3157870.750000 Penalty: 5240.657227
	Iteration 40F: 3 clusters Score -3157871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3157862.250000 Penalty: 5240.657227
	Iteration 41Q: 3 clusters Score -3157862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3157861.750000 Penalty: 5240.657227
	Iteration 42Q: 3 clusters Score -3157862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3157861.500000 Penalty: 5240.657227
	Iteration 43Q: 3 clusters Score -3157862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3157861.750000 Penalty: 5240.657227
	Iteration 44Q: 3 clusters Score -3157862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3157863.500000 Penalty: 5240.657227
	Iteration 45Q: 3 clusters Score -3157864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3157864.000000 Penalty: 5240.657227
	Iteration 46Q: 3 clusters Score -3157864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3157866.750000 Penalty: 5240.657227
	Iteration 47Q: 3 clusters Score -3157867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3157865.000000 Penalty: 5240.657227
	Iteration 48Q: 3 clusters Score -3157865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3157862.750000 Penalty: 5240.657227
	Iteration 49Q: 3 clusters Score -3157863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3157865.000000 Penalty: 5240.657227
	Iteration 50Q: 3 clusters Score -3157865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3157863.250000 Penalty: 5240.657227
	Iteration 51Q: 3 clusters Score -3157863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3157866.000000 Penalty: 5240.657227
	Iteration 52Q: 3 clusters Score -3157866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3157868.000000 Penalty: 5240.657227
	Iteration 53Q: 3 clusters Score -3157868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3157865.750000 Penalty: 5240.657227
	Iteration 54Q: 3 clusters Score -3157866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3157865.750000 Penalty: 5240.657227
	Iteration 55F: 3 clusters Score -3157866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 17643 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 19079 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 59939 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Mstep: Class 42 contains 1331 members 
Mstep: Class 43 contains 3941 members 
Mstep: Class 44 contains 5302 members 
Mstep: Class 45 contains 3816 members 
Mstep: Class 46 contains 19708 members 
Entering Unmasked Estep 
Score: -51122600.000000 Penalty: 152827.687500
Splitting cluster 31 changes total score from -51097424.000000 to -51122600.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 32 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -283742.906250 Penalty: 2035.908569
	Iteration 0F: 2 clusters Score -283742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -280052.343750 Penalty: 4071.817139
	Iteration 0F: 3 clusters Score -280052.3 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -280822.375000 Penalty: 4071.817139
	Iteration 1F: 3 clusters Score -280822.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -281021.531250 Penalty: 4071.817139
	Iteration 2F: 3 clusters Score -281021.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -281168.000000 Penalty: 4071.817139
	Iteration 3F: 3 clusters Score -281168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -281298.031250 Penalty: 4071.817139
	Iteration 4Q: 3 clusters Score -281298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -281406.843750 Penalty: 4071.817139
	Iteration 5Q: 3 clusters Score -281406.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -281488.250000 Penalty: 4071.817139
	Iteration 6Q: 3 clusters Score -281488.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -281552.406250 Penalty: 4071.817139
	Iteration 7Q: 3 clusters Score -281552.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -281606.875000 Penalty: 4071.817139
	Iteration 8Q: 3 clusters Score -281606.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -281656.468750 Penalty: 4071.817139
	Iteration 9Q: 3 clusters Score -281656.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -281713.531250 Penalty: 4071.817139
	Iteration 10Q: 3 clusters Score -281713.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -281769.531250 Penalty: 4071.817139
	Iteration 11Q: 3 clusters Score -281769.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -281813.343750 Penalty: 4071.817139
	Iteration 12Q: 3 clusters Score -281813.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -281840.468750 Penalty: 4071.817139
	Iteration 13Q: 3 clusters Score -281840.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -281858.531250 Penalty: 4071.817139
	Iteration 14Q: 3 clusters Score -281858.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -281881.687500 Penalty: 4071.817139
	Iteration 15Q: 3 clusters Score -281881.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -281898.468750 Penalty: 4071.817139
	Iteration 16Q: 3 clusters Score -281898.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -281914.062500 Penalty: 4071.817139
	Iteration 17Q: 3 clusters Score -281914.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -281924.875000 Penalty: 4071.817139
	Iteration 18Q: 3 clusters Score -281924.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -281940.312500 Penalty: 4071.817139
	Iteration 19Q: 3 clusters Score -281940.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -281960.656250 Penalty: 4071.817139
	Iteration 20F: 3 clusters Score -281960.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -281981.187500 Penalty: 4071.817139
	Iteration 21Q: 3 clusters Score -281981.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -281998.968750 Penalty: 4071.817139
	Iteration 22Q: 3 clusters Score -281999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -282013.187500 Penalty: 4071.817139
	Iteration 23Q: 3 clusters Score -282013.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -282022.406250 Penalty: 4071.817139
	Iteration 24Q: 3 clusters Score -282022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -282030.968750 Penalty: 4071.817139
	Iteration 25Q: 3 clusters Score -282031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -282042.562500 Penalty: 4071.817139
	Iteration 26Q: 3 clusters Score -282042.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -282056.781250 Penalty: 4071.817139
	Iteration 27Q: 3 clusters Score -282056.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -282078.250000 Penalty: 4071.817139
	Iteration 28Q: 3 clusters Score -282078.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -282114.093750 Penalty: 4071.817139
	Iteration 29Q: 3 clusters Score -282114.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -282152.093750 Penalty: 4071.817139
	Iteration 30Q: 3 clusters Score -282152.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -282209.437500 Penalty: 4071.817139
	Iteration 31Q: 3 clusters Score -282209.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -282282.593750 Penalty: 4071.817139
	Iteration 32Q: 3 clusters Score -282282.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -282384.437500 Penalty: 4071.817139
	Iteration 33Q: 3 clusters Score -282384.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -282479.812500 Penalty: 4071.817139
	Iteration 34Q: 3 clusters Score -282479.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -282569.375000 Penalty: 4071.817139
	Iteration 35Q: 3 clusters Score -282569.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -282647.312500 Penalty: 4071.817139
	Iteration 36Q: 3 clusters Score -282647.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -282708.968750 Penalty: 4071.817139
	Iteration 37Q: 3 clusters Score -282709 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -282757.218750 Penalty: 4071.817139
	Iteration 38Q: 3 clusters Score -282757.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -282783.687500 Penalty: 4071.817139
	Iteration 39Q: 3 clusters Score -282783.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -282805.406250 Penalty: 4071.817139
	Iteration 40F: 3 clusters Score -282805.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -282821.718750 Penalty: 4071.817139
	Iteration 41Q: 3 clusters Score -282821.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -282832.000000 Penalty: 4071.817139
	Iteration 42Q: 3 clusters Score -282832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -282847.468750 Penalty: 4071.817139
	Iteration 43Q: 3 clusters Score -282847.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -282858.187500 Penalty: 4071.817139
	Iteration 44Q: 3 clusters Score -282858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -282864.156250 Penalty: 4071.817139
	Iteration 45Q: 3 clusters Score -282864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -282868.375000 Penalty: 4071.817139
	Iteration 46Q: 3 clusters Score -282868.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -282873.781250 Penalty: 4071.817139
	Iteration 47Q: 3 clusters Score -282873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -282876.406250 Penalty: 4071.817139
	Iteration 48Q: 3 clusters Score -282876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -282877.937500 Penalty: 4071.817139
	Iteration 49Q: 3 clusters Score -282877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -282878.468750 Penalty: 4071.817139
	Iteration 50Q: 3 clusters Score -282878.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -282878.281250 Penalty: 4071.817139
	Iteration 51Q: 3 clusters Score -282878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -282878.281250 Penalty: 4071.817139
	Iteration 52F: 3 clusters Score -282878.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (59939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Entering Unmasked Estep 
Score: -5043087.000000 Penalty: 2728.268555
	Iteration 0F: 2 clusters Score -5043087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -5002874.500000 Penalty: 5456.537109
	Iteration 0F: 3 clusters Score -5002874 nChanged 27951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5018357.500000 Penalty: 5456.537109
	Iteration 1F: 3 clusters Score -5018358 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -5019038.000000 Penalty: 5456.537109
	Iteration 2Q: 3 clusters Score -5019038 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -5020058.000000 Penalty: 5456.537109
	Iteration 3Q: 3 clusters Score -5020058 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5021776.000000 Penalty: 5456.537109
	Iteration 4F: 3 clusters Score -5021776 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -5024975.500000 Penalty: 5456.537109
	Iteration 5F: 3 clusters Score -5024976 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -5029256.000000 Penalty: 5456.537109
	Iteration 6F: 3 clusters Score -5029256 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -5033196.000000 Penalty: 5456.537109
	Iteration 7F: 3 clusters Score -5033196 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -5035719.000000 Penalty: 5456.537109
	Iteration 8F: 3 clusters Score -5035719 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -5037125.000000 Penalty: 5456.537109
	Iteration 9Q: 3 clusters Score -5037125 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -5037939.000000 Penalty: 5456.537109
	Iteration 10Q: 3 clusters Score -5037939 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5038484.000000 Penalty: 5456.537109
	Iteration 11Q: 3 clusters Score -5038484 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -5038873.500000 Penalty: 5456.537109
	Iteration 12Q: 3 clusters Score -5038874 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5039332.000000 Penalty: 5456.537109
	Iteration 13Q: 3 clusters Score -5039332 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -5040026.500000 Penalty: 5456.537109
	Iteration 14Q: 3 clusters Score -5040026 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5041078.000000 Penalty: 5456.537109
	Iteration 15Q: 3 clusters Score -5041078 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5042687.500000 Penalty: 5456.537109
	Iteration 16Q: 3 clusters Score -5042688 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -5044796.000000 Penalty: 5456.537109
	Iteration 17Q: 3 clusters Score -5044796 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -5046692.500000 Penalty: 5456.537109
	Iteration 18Q: 3 clusters Score -5046692 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5047870.000000 Penalty: 5456.537109
	Iteration 19Q: 3 clusters Score -5047870 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -5048453.000000 Penalty: 5456.537109
	Iteration 20F: 3 clusters Score -5048453 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -5048737.000000 Penalty: 5456.537109
	Iteration 21Q: 3 clusters Score -5048737 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -5048901.500000 Penalty: 5456.537109
	Iteration 22Q: 3 clusters Score -5048902 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5049031.500000 Penalty: 5456.537109
	Iteration 23Q: 3 clusters Score -5049032 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -5049103.500000 Penalty: 5456.537109
	Iteration 24Q: 3 clusters Score -5049104 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -5049131.000000 Penalty: 5456.537109
	Iteration 25Q: 3 clusters Score -5049131 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -5049170.500000 Penalty: 5456.537109
	Iteration 26Q: 3 clusters Score -5049170 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5049215.500000 Penalty: 5456.537109
	Iteration 27Q: 3 clusters Score -5049216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -5049211.500000 Penalty: 5456.537109
	Iteration 28Q: 3 clusters Score -5049212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5049225.000000 Penalty: 5456.537109
	Iteration 29Q: 3 clusters Score -5049225 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5049229.500000 Penalty: 5456.537109
	Iteration 30Q: 3 clusters Score -5049230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5049243.000000 Penalty: 5456.537109
	Iteration 31Q: 3 clusters Score -5049243 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -5049246.000000 Penalty: 5456.537109
	Iteration 32Q: 3 clusters Score -5049246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5049270.500000 Penalty: 5456.537109
	Iteration 33Q: 3 clusters Score -5049270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5049255.000000 Penalty: 5456.537109
	Iteration 34Q: 3 clusters Score -5049255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5049256.500000 Penalty: 5456.537109
	Iteration 35Q: 3 clusters Score -5049256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5049270.500000 Penalty: 5456.537109
	Iteration 36Q: 3 clusters Score -5049270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5049263.000000 Penalty: 5456.537109
	Iteration 37Q: 3 clusters Score -5049263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -5049263.500000 Penalty: 5456.537109
	Iteration 38Q: 3 clusters Score -5049264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5049280.000000 Penalty: 5456.537109
	Iteration 39Q: 3 clusters Score -5049280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -5049281.000000 Penalty: 5456.537109
	Iteration 40F: 3 clusters Score -5049281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -5049280.000000 Penalty: 5456.537109
	Iteration 41Q: 3 clusters Score -5049280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -5049281.500000 Penalty: 5456.537109
	Iteration 42Q: 3 clusters Score -5049282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -5049281.500000 Penalty: 5456.537109
	Iteration 43Q: 3 clusters Score -5049282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -5049272.500000 Penalty: 5456.537109
	Iteration 44Q: 3 clusters Score -5049272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -5049285.000000 Penalty: 5456.537109
	Iteration 45Q: 3 clusters Score -5049285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5049286.000000 Penalty: 5456.537109
	Iteration 46Q: 3 clusters Score -5049286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5049284.500000 Penalty: 5456.537109
	Iteration 47Q: 3 clusters Score -5049284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -5049283.000000 Penalty: 5456.537109
	Iteration 48Q: 3 clusters Score -5049283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5049283.000000 Penalty: 5456.537109
	Iteration 49Q: 3 clusters Score -5049283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -5049294.000000 Penalty: 5456.537109
	Iteration 50Q: 3 clusters Score -5049294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -5049288.000000 Penalty: 5456.537109
	Iteration 51Q: 3 clusters Score -5049288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -5049290.500000 Penalty: 5456.537109
	Iteration 52Q: 3 clusters Score -5049290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -5049293.500000 Penalty: 5456.537109
	Iteration 53Q: 3 clusters Score -5049294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5049297.500000 Penalty: 5456.537109
	Iteration 54Q: 3 clusters Score -5049298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5049296.500000 Penalty: 5456.537109
	Iteration 55Q: 3 clusters Score -5049296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5049296.500000 Penalty: 5456.537109
	Iteration 56Q: 3 clusters Score -5049296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5049297.500000 Penalty: 5456.537109
	Iteration 57Q: 3 clusters Score -5049298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5049291.000000 Penalty: 5456.537109
	Iteration 58Q: 3 clusters Score -5049291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -5049285.500000 Penalty: 5456.537109
	Iteration 59Q: 3 clusters Score -5049286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -5049291.000000 Penalty: 5456.537109
	Iteration 60F: 3 clusters Score -5049291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5049293.000000 Penalty: 5456.537109
	Iteration 61Q: 3 clusters Score -5049293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -5049299.000000 Penalty: 5456.537109
	Iteration 62Q: 3 clusters Score -5049299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -5049299.500000 Penalty: 5456.537109
	Iteration 63Q: 3 clusters Score -5049300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5049297.500000 Penalty: 5456.537109
	Iteration 64Q: 3 clusters Score -5049298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -5049297.500000 Penalty: 5456.537109
	Iteration 65F: 3 clusters Score -5049298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 17643 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 19079 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 24663 members 
Mstep: Class 34 contains 2839 members 
Mstep: Class 35 contains 2145 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 895 members 
Mstep: Class 39 contains 5306 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3387 members 
Mstep: Class 42 contains 1331 members 
Mstep: Class 43 contains 3941 members 
Mstep: Class 44 contains 5302 members 
Mstep: Class 45 contains 3816 members 
Mstep: Class 46 contains 19708 members 
Mstep: Class 47 contains 35276 members 
Entering Unmasked Estep 
Score: -51128056.000000 Penalty: 156150.015625
Splitting cluster 33 changes total score from -51097424.000000 to -51128056.000000
So it's getting split into cluster 47.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 15676 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 10132 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 55303 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10376 members 
Mstep: Class 17 contains 42531 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 61497 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 10431 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 835 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 1559 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 17643 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 57529 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 19079 members 
Mstep: Class 32 contains 3675 members 
Mstep: Class 33 contains 24663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51136036.000000 Penalty: 156150.015625
Iteration 79Q: 48 clusters Score -5.113604e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 15672 members 
Mstep: Class 5 contains 21884 members 
Mstep: Class 6 contains 10155 members 
Mstep: Class 7 contains 9743 members 
Mstep: Class 8 contains 8676 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 8231 members 
Mstep: Class 11 contains 55306 members 
Mstep: Class 12 contains 11035 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 24878 members 
Mstep: Class 15 contains 7307 members 
Mstep: Class 16 contains 10380 members 
Mstep: Class 17 contains 43151 members 
Mstep: Class 18 contains 15384 members 
Mstep: Class 19 contains 61728 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 10312 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 837 members 
Mstep: Class 24 contains 9644 members 
Mstep: Class 25 contains 1549 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 17859 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 57724 members 
Mstep: Class 30 contains 31050 members 
Mstep: Class 31 contains 19217 members 
Mstep: Class 32 contains 3760 members 
Mstep: Class 33 contains 23961 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 2155 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 7656 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 5260 members 
Mstep: Class 40 contains 7049 members 
Mstep: Class 41 contains 3295 members 
Mstep: Class 42 contains 1336 members 
Mstep: Class 43 contains 3933 members 
Mstep: Class 44 contains 5110 members 
Mstep: Class 45 contains 3519 members 
Mstep: Class 46 contains 19329 members 
Mstep: Class 47 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51143240.000000 Penalty: 156150.015625
Iteration 80F: 48 clusters Score -5.114324e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 3093 members 
Mstep: Class 4 contains 15667 members 
Mstep: Class 5 contains 21885 members 
Mstep: Class 6 contains 10056 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 8214 members 
Mstep: Class 11 contains 55276 members 
Mstep: Class 12 contains 10943 members 
Mstep: Class 13 contains 1765 members 
Mstep: Class 14 contains 24388 members 
Mstep: Class 15 contains 7290 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 42590 members 
Mstep: Class 18 contains 15400 members 
Mstep: Class 19 contains 61408 members 
Mstep: Class 20 contains 7449 members 
Mstep: Class 21 contains 10112 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 829 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 1575 members 
Mstep: Class 26 contains 4054 members 
Mstep: Class 27 contains 17710 members 
Mstep: Class 28 contains 3069 members 
Mstep: Class 29 contains 57626 members 
Mstep: Class 30 contains 30658 members 
Mstep: Class 31 contains 19072 members 
Mstep: Class 32 contains 3682 members 
Mstep: Class 33 contains 23455 members 
Mstep: Class 34 contains 2857 members 
Mstep: Class 35 contains 2367 members 
Mstep: Class 36 contains 1183 members 
Mstep: Class 37 contains 8054 members 
Mstep: Class 38 contains 887 members 
Mstep: Class 39 contains 5372 members 
Mstep: Class 40 contains 7092 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1337 members 
Mstep: Class 43 contains 4246 members 
Mstep: Class 44 contains 5257 members 
Mstep: Class 45 contains 3987 members 
Mstep: Class 46 contains 19254 members 
Mstep: Class 47 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51146880.000000 Penalty: 156150.015625
Iteration 81Q: 48 clusters Score -5.114688e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 2458 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 21884 members 
Mstep: Class 6 contains 9999 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8597 members 
Mstep: Class 9 contains 1662 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 55253 members 
Mstep: Class 12 contains 10916 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 24070 members 
Mstep: Class 15 contains 7289 members 
Mstep: Class 16 contains 10361 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 18 contains 15421 members 
Mstep: Class 19 contains 61240 members 
Mstep: Class 20 contains 7729 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 673 members 
Mstep: Class 23 contains 824 members 
Mstep: Class 24 contains 9799 members 
Mstep: Class 25 contains 1597 members 
Mstep: Class 26 contains 4056 members 
Mstep: Class 27 contains 17606 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 57557 members 
Mstep: Class 30 contains 30282 members 
Mstep: Class 31 contains 18976 members 
Mstep: Class 32 contains 3633 members 
Mstep: Class 33 contains 23177 members 
Mstep: Class 34 contains 2873 members 
Mstep: Class 35 contains 2482 members 
Mstep: Class 36 contains 1228 members 
Mstep: Class 37 contains 8287 members 
Mstep: Class 38 contains 888 members 
Mstep: Class 39 contains 5421 members 
Mstep: Class 40 contains 7099 members 
Mstep: Class 41 contains 3278 members 
Mstep: Class 42 contains 1339 members 
Mstep: Class 43 contains 4483 members 
Mstep: Class 44 contains 5328 members 
Mstep: Class 45 contains 4388 members 
Mstep: Class 46 contains 19132 members 
Mstep: Class 47 contains 36545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51148208.000000 Penalty: 156150.015625
Iteration 82Q: 48 clusters Score -5.114821e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 15650 members 
Mstep: Class 5 contains 21882 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8617 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 8298 members 
Mstep: Class 11 contains 55236 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 23816 members 
Mstep: Class 15 contains 7287 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 41815 members 
Mstep: Class 18 contains 15440 members 
Mstep: Class 19 contains 61166 members 
Mstep: Class 20 contains 7955 members 
Mstep: Class 21 contains 9898 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 823 members 
Mstep: Class 24 contains 9833 members 
Mstep: Class 25 contains 1601 members 
Mstep: Class 26 contains 4061 members 
Mstep: Class 27 contains 17530 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57520 members 
Mstep: Class 30 contains 29917 members 
Mstep: Class 31 contains 18904 members 
Mstep: Class 32 contains 3605 members 
Mstep: Class 33 contains 22940 members 
Mstep: Class 34 contains 2874 members 
Mstep: Class 35 contains 2556 members 
Mstep: Class 36 contains 1252 members 
Mstep: Class 37 contains 8455 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 5484 members 
Mstep: Class 40 contains 7106 members 
Mstep: Class 41 contains 3280 members 
Mstep: Class 42 contains 1343 members 
Mstep: Class 43 contains 4660 members 
Mstep: Class 44 contains 5386 members 
Mstep: Class 45 contains 4728 members 
Mstep: Class 46 contains 19020 members 
Mstep: Class 47 contains 37110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51148920.000000 Penalty: 156150.015625
Iteration 83Q: 48 clusters Score -5.114892e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15646 members 
Mstep: Class 5 contains 21878 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8646 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 8348 members 
Mstep: Class 11 contains 55218 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 23608 members 
Mstep: Class 15 contains 7299 members 
Mstep: Class 16 contains 10353 members 
Mstep: Class 17 contains 41507 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 61124 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 9825 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 825 members 
Mstep: Class 24 contains 9864 members 
Mstep: Class 25 contains 1607 members 
Mstep: Class 26 contains 4058 members 
Mstep: Class 27 contains 17466 members 
Mstep: Class 28 contains 3042 members 
Mstep: Class 29 contains 57476 members 
Mstep: Class 30 contains 29631 members 
Mstep: Class 31 contains 18831 members 
Mstep: Class 32 contains 3595 members 
Mstep: Class 33 contains 22745 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2601 members 
Mstep: Class 36 contains 1261 members 
Mstep: Class 37 contains 8570 members 
Mstep: Class 38 contains 897 members 
Mstep: Class 39 contains 5544 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3280 members 
Mstep: Class 42 contains 1344 members 
Mstep: Class 43 contains 4815 members 
Mstep: Class 44 contains 5418 members 
Mstep: Class 45 contains 5021 members 
Mstep: Class 46 contains 18924 members 
Mstep: Class 47 contains 37499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51149308.000000 Penalty: 156150.015625
Iteration 84Q: 48 clusters Score -5.114931e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 21875 members 
Mstep: Class 6 contains 9913 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 8390 members 
Mstep: Class 11 contains 55206 members 
Mstep: Class 12 contains 10899 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 23438 members 
Mstep: Class 15 contains 7304 members 
Mstep: Class 16 contains 10353 members 
Mstep: Class 17 contains 41221 members 
Mstep: Class 18 contains 15499 members 
Mstep: Class 19 contains 61106 members 
Mstep: Class 20 contains 8298 members 
Mstep: Class 21 contains 9773 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 826 members 
Mstep: Class 24 contains 9866 members 
Mstep: Class 25 contains 1605 members 
Mstep: Class 26 contains 4052 members 
Mstep: Class 27 contains 17408 members 
Mstep: Class 28 contains 3038 members 
Mstep: Class 29 contains 57452 members 
Mstep: Class 30 contains 29371 members 
Mstep: Class 31 contains 18775 members 
Mstep: Class 32 contains 3586 members 
Mstep: Class 33 contains 22573 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 1265 members 
Mstep: Class 37 contains 8642 members 
Mstep: Class 38 contains 898 members 
Mstep: Class 39 contains 5612 members 
Mstep: Class 40 contains 7117 members 
Mstep: Class 41 contains 3283 members 
Mstep: Class 42 contains 1345 members 
Mstep: Class 43 contains 4961 members 
Mstep: Class 44 contains 5446 members 
Mstep: Class 45 contains 5286 members 
Mstep: Class 46 contains 18860 members 
Mstep: Class 47 contains 37846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51149804.000000 Penalty: 156150.015625
Iteration 85Q: 48 clusters Score -5.11498e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 15642 members 
Mstep: Class 5 contains 21875 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8728 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 55199 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 1642 members 
Mstep: Class 14 contains 23309 members 
Mstep: Class 15 contains 7303 members 
Mstep: Class 16 contains 10352 members 
Mstep: Class 17 contains 41002 members 
Mstep: Class 18 contains 15523 members 
Mstep: Class 19 contains 61094 members 
Mstep: Class 20 contains 8429 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9825 members 
Mstep: Class 25 contains 1609 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 17364 members 
Mstep: Class 28 contains 3038 members 
Mstep: Class 29 contains 57440 members 
Mstep: Class 30 contains 29113 members 
Mstep: Class 31 contains 18725 members 
Mstep: Class 32 contains 3584 members 
Mstep: Class 33 contains 22425 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 1266 members 
Mstep: Class 37 contains 8676 members 
Mstep: Class 38 contains 896 members 
Mstep: Class 39 contains 5691 members 
Mstep: Class 40 contains 7119 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5107 members 
Mstep: Class 44 contains 5460 members 
Mstep: Class 45 contains 5529 members 
Mstep: Class 46 contains 18827 members 
Mstep: Class 47 contains 38093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51150368.000000 Penalty: 156150.015625
Iteration 86Q: 48 clusters Score -5.115037e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 15633 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 55191 members 
Mstep: Class 12 contains 10890 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 23188 members 
Mstep: Class 15 contains 7303 members 
Mstep: Class 16 contains 10351 members 
Mstep: Class 17 contains 40791 members 
Mstep: Class 18 contains 15555 members 
Mstep: Class 19 contains 61079 members 
Mstep: Class 20 contains 8529 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9816 members 
Mstep: Class 25 contains 1613 members 
Mstep: Class 26 contains 4065 members 
Mstep: Class 27 contains 17340 members 
Mstep: Class 28 contains 3045 members 
Mstep: Class 29 contains 57431 members 
Mstep: Class 30 contains 28874 members 
Mstep: Class 31 contains 18697 members 
Mstep: Class 32 contains 3583 members 
Mstep: Class 33 contains 22299 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2548 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 8695 members 
Mstep: Class 38 contains 894 members 
Mstep: Class 39 contains 5784 members 
Mstep: Class 40 contains 7117 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5251 members 
Mstep: Class 44 contains 5473 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 18785 members 
Mstep: Class 47 contains 38286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51150568.000000 Penalty: 156150.015625
Iteration 87Q: 48 clusters Score -5.115057e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15630 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 9871 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8816 members 
Mstep: Class 9 contains 1773 members 
Mstep: Class 10 contains 8581 members 
Mstep: Class 11 contains 55177 members 
Mstep: Class 12 contains 10884 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 23080 members 
Mstep: Class 15 contains 7307 members 
Mstep: Class 16 contains 10351 members 
Mstep: Class 17 contains 40593 members 
Mstep: Class 18 contains 15578 members 
Mstep: Class 19 contains 61062 members 
Mstep: Class 20 contains 8601 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4065 members 
Mstep: Class 27 contains 17335 members 
Mstep: Class 28 contains 3048 members 
Mstep: Class 29 contains 57420 members 
Mstep: Class 30 contains 28640 members 
Mstep: Class 31 contains 18643 members 
Mstep: Class 32 contains 3584 members 
Mstep: Class 33 contains 22203 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2508 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 8731 members 
Mstep: Class 38 contains 893 members 
Mstep: Class 39 contains 5877 members 
Mstep: Class 40 contains 7116 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5396 members 
Mstep: Class 44 contains 5483 members 
Mstep: Class 45 contains 5987 members 
Mstep: Class 46 contains 18737 members 
Mstep: Class 47 contains 38458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151164.000000 Penalty: 156150.015625
Iteration 88Q: 48 clusters Score -5.115116e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8868 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 8666 members 
Mstep: Class 11 contains 55168 members 
Mstep: Class 12 contains 10884 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 40394 members 
Mstep: Class 18 contains 15599 members 
Mstep: Class 19 contains 61048 members 
Mstep: Class 20 contains 8645 members 
Mstep: Class 21 contains 9608 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9746 members 
Mstep: Class 25 contains 1617 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 17315 members 
Mstep: Class 28 contains 3048 members 
Mstep: Class 29 contains 57412 members 
Mstep: Class 30 contains 28418 members 
Mstep: Class 31 contains 18575 members 
Mstep: Class 32 contains 3586 members 
Mstep: Class 33 contains 22130 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2469 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 8761 members 
Mstep: Class 38 contains 892 members 
Mstep: Class 39 contains 5971 members 
Mstep: Class 40 contains 7115 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5546 members 
Mstep: Class 44 contains 5491 members 
Mstep: Class 45 contains 6217 members 
Mstep: Class 46 contains 18699 members 
Mstep: Class 47 contains 38608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151624.000000 Penalty: 156150.015625
Iteration 89Q: 48 clusters Score -5.115162e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 9838 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 1798 members 
Mstep: Class 10 contains 8759 members 
Mstep: Class 11 contains 55160 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 22908 members 
Mstep: Class 15 contains 7310 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 40212 members 
Mstep: Class 18 contains 15617 members 
Mstep: Class 19 contains 61042 members 
Mstep: Class 20 contains 8675 members 
Mstep: Class 21 contains 9593 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9700 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 17297 members 
Mstep: Class 28 contains 3049 members 
Mstep: Class 29 contains 57406 members 
Mstep: Class 30 contains 28191 members 
Mstep: Class 31 contains 18502 members 
Mstep: Class 32 contains 3581 members 
Mstep: Class 33 contains 22077 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2435 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 8782 members 
Mstep: Class 38 contains 890 members 
Mstep: Class 39 contains 6068 members 
Mstep: Class 40 contains 7115 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5684 members 
Mstep: Class 44 contains 5498 members 
Mstep: Class 45 contains 6432 members 
Mstep: Class 46 contains 18667 members 
Mstep: Class 47 contains 38728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151940.000000 Penalty: 156150.015625
Iteration 90Q: 48 clusters Score -5.115194e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15621 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8958 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 8844 members 
Mstep: Class 11 contains 55149 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 22864 members 
Mstep: Class 15 contains 7312 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 40024 members 
Mstep: Class 18 contains 15632 members 
Mstep: Class 19 contains 61051 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9669 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 17282 members 
Mstep: Class 28 contains 3048 members 
Mstep: Class 29 contains 57402 members 
Mstep: Class 30 contains 27970 members 
Mstep: Class 31 contains 18436 members 
Mstep: Class 32 contains 3575 members 
Mstep: Class 33 contains 22040 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 1273 members 
Mstep: Class 37 contains 8788 members 
Mstep: Class 38 contains 886 members 
Mstep: Class 39 contains 6163 members 
Mstep: Class 40 contains 7114 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5808 members 
Mstep: Class 44 contains 5506 members 
Mstep: Class 45 contains 6645 members 
Mstep: Class 46 contains 18637 members 
Mstep: Class 47 contains 38831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152232.000000 Penalty: 156150.015625
Iteration 91Q: 48 clusters Score -5.115223e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15617 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9821 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 1813 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 55133 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 22817 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 17 contains 39840 members 
Mstep: Class 18 contains 15649 members 
Mstep: Class 19 contains 61056 members 
Mstep: Class 20 contains 8692 members 
Mstep: Class 21 contains 9560 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9647 members 
Mstep: Class 25 contains 1622 members 
Mstep: Class 26 contains 4046 members 
Mstep: Class 27 contains 17278 members 
Mstep: Class 28 contains 3047 members 
Mstep: Class 29 contains 57401 members 
Mstep: Class 30 contains 27742 members 
Mstep: Class 31 contains 18366 members 
Mstep: Class 32 contains 3561 members 
Mstep: Class 33 contains 22019 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 8785 members 
Mstep: Class 38 contains 882 members 
Mstep: Class 39 contains 6261 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 5933 members 
Mstep: Class 44 contains 5509 members 
Mstep: Class 45 contains 6863 members 
Mstep: Class 46 contains 18619 members 
Mstep: Class 47 contains 38913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152460.000000 Penalty: 156150.015625
Iteration 92Q: 48 clusters Score -5.115246e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9817 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9031 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 55116 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 22771 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 15661 members 
Mstep: Class 19 contains 61055 members 
Mstep: Class 20 contains 8697 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9648 members 
Mstep: Class 25 contains 1624 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 17270 members 
Mstep: Class 28 contains 3049 members 
Mstep: Class 29 contains 57400 members 
Mstep: Class 30 contains 27510 members 
Mstep: Class 31 contains 18284 members 
Mstep: Class 32 contains 3551 members 
Mstep: Class 33 contains 21996 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 8787 members 
Mstep: Class 38 contains 878 members 
Mstep: Class 39 contains 6358 members 
Mstep: Class 40 contains 7112 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6042 members 
Mstep: Class 44 contains 5512 members 
Mstep: Class 45 contains 7084 members 
Mstep: Class 46 contains 18602 members 
Mstep: Class 47 contains 39002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152792.000000 Penalty: 156150.015625
Iteration 93Q: 48 clusters Score -5.115279e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9054 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 9061 members 
Mstep: Class 11 contains 55106 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 22725 members 
Mstep: Class 15 contains 7316 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 39515 members 
Mstep: Class 18 contains 15681 members 
Mstep: Class 19 contains 61059 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9610 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 17264 members 
Mstep: Class 28 contains 3049 members 
Mstep: Class 29 contains 57397 members 
Mstep: Class 30 contains 27291 members 
Mstep: Class 31 contains 18187 members 
Mstep: Class 32 contains 3540 members 
Mstep: Class 33 contains 21974 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2337 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 8804 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 6444 members 
Mstep: Class 40 contains 7110 members 
Mstep: Class 41 contains 3286 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6154 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 7286 members 
Mstep: Class 46 contains 18590 members 
Mstep: Class 47 contains 39091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153080.000000 Penalty: 156150.015625
Iteration 94Q: 48 clusters Score -5.115308e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9813 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9072 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 9128 members 
Mstep: Class 11 contains 55098 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 22695 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 39341 members 
Mstep: Class 18 contains 15695 members 
Mstep: Class 19 contains 61053 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 1627 members 
Mstep: Class 26 contains 4036 members 
Mstep: Class 27 contains 17249 members 
Mstep: Class 28 contains 3050 members 
Mstep: Class 29 contains 57400 members 
Mstep: Class 30 contains 27059 members 
Mstep: Class 31 contains 18088 members 
Mstep: Class 32 contains 3533 members 
Mstep: Class 33 contains 21954 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2324 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 8821 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 6561 members 
Mstep: Class 40 contains 7109 members 
Mstep: Class 41 contains 3288 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6267 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 7505 members 
Mstep: Class 46 contains 18564 members 
Mstep: Class 47 contains 39187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153260.000000 Penalty: 156150.015625
Iteration 95Q: 48 clusters Score -5.115326e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9088 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 9200 members 
Mstep: Class 11 contains 55087 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 22667 members 
Mstep: Class 15 contains 7317 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 39114 members 
Mstep: Class 18 contains 15702 members 
Mstep: Class 19 contains 61044 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 1631 members 
Mstep: Class 26 contains 4034 members 
Mstep: Class 27 contains 17240 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57402 members 
Mstep: Class 30 contains 26825 members 
Mstep: Class 31 contains 18003 members 
Mstep: Class 32 contains 3529 members 
Mstep: Class 33 contains 21935 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 8836 members 
Mstep: Class 38 contains 867 members 
Mstep: Class 39 contains 6698 members 
Mstep: Class 40 contains 7110 members 
Mstep: Class 41 contains 3289 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6390 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 7716 members 
Mstep: Class 46 contains 18541 members 
Mstep: Class 47 contains 39279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153500.000000 Penalty: 156150.015625
Iteration 96Q: 48 clusters Score -5.11535e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 15597 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 9267 members 
Mstep: Class 11 contains 55084 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 22653 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 38912 members 
Mstep: Class 18 contains 15704 members 
Mstep: Class 19 contains 61044 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9551 members 
Mstep: Class 25 contains 1632 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 17238 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57405 members 
Mstep: Class 30 contains 26584 members 
Mstep: Class 31 contains 17926 members 
Mstep: Class 32 contains 3515 members 
Mstep: Class 33 contains 21915 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2315 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 8826 members 
Mstep: Class 38 contains 864 members 
Mstep: Class 39 contains 6825 members 
Mstep: Class 40 contains 7110 members 
Mstep: Class 41 contains 3291 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6484 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 7947 members 
Mstep: Class 46 contains 18513 members 
Mstep: Class 47 contains 39362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153592.000000 Penalty: 156150.015625
Iteration 97Q: 48 clusters Score -5.115359e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9807 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9103 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 55081 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 22639 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 38697 members 
Mstep: Class 18 contains 15712 members 
Mstep: Class 19 contains 61046 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9499 members 
Mstep: Class 25 contains 1634 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 17234 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 26359 members 
Mstep: Class 31 contains 17857 members 
Mstep: Class 32 contains 3512 members 
Mstep: Class 33 contains 21893 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2317 members 
Mstep: Class 36 contains 1277 members 
Mstep: Class 37 contains 8814 members 
Mstep: Class 38 contains 859 members 
Mstep: Class 39 contains 6943 members 
Mstep: Class 40 contains 7108 members 
Mstep: Class 41 contains 3291 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6580 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 8192 members 
Mstep: Class 46 contains 18503 members 
Mstep: Class 47 contains 39453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153916.000000 Penalty: 156150.015625
Iteration 98Q: 48 clusters Score -5.115392e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15590 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 9379 members 
Mstep: Class 11 contains 55078 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 22623 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 38484 members 
Mstep: Class 18 contains 15718 members 
Mstep: Class 19 contains 61054 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9457 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 17225 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 26131 members 
Mstep: Class 31 contains 17791 members 
Mstep: Class 32 contains 3508 members 
Mstep: Class 33 contains 21867 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2309 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 8809 members 
Mstep: Class 38 contains 856 members 
Mstep: Class 39 contains 7067 members 
Mstep: Class 40 contains 7108 members 
Mstep: Class 41 contains 3291 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6674 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 8440 members 
Mstep: Class 46 contains 18499 members 
Mstep: Class 47 contains 39529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51154236.000000 Penalty: 156150.015625
Iteration 99Q: 48 clusters Score -5.115424e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 15589 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9804 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9121 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 55070 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1626 members 
Mstep: Class 14 contains 22614 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 38298 members 
Mstep: Class 18 contains 15720 members 
Mstep: Class 19 contains 61055 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9410 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 4034 members 
Mstep: Class 27 contains 17217 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57410 members 
Mstep: Class 30 contains 25900 members 
Mstep: Class 31 contains 17744 members 
Mstep: Class 32 contains 3508 members 
Mstep: Class 33 contains 21850 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2303 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 8799 members 
Mstep: Class 38 contains 854 members 
Mstep: Class 39 contains 7188 members 
Mstep: Class 40 contains 7109 members 
Mstep: Class 41 contains 3291 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6774 members 
Mstep: Class 44 contains 5515 members 
Mstep: Class 45 contains 8677 members 
Mstep: Class 46 contains 18490 members 
Mstep: Class 47 contains 39585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51154568.000000 Penalty: 156150.015625
Iteration 100F: 48 clusters Score -5.115457e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 9456 members 
Mstep: Class 11 contains 55067 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 22609 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 38096 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 61056 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9320 members 
Mstep: Class 25 contains 1638 members 
Mstep: Class 26 contains 4022 members 
Mstep: Class 27 contains 17207 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57413 members 
Mstep: Class 30 contains 25595 members 
Mstep: Class 31 contains 17693 members 
Mstep: Class 32 contains 3509 members 
Mstep: Class 33 contains 21843 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2333 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 8793 members 
Mstep: Class 38 contains 849 members 
Mstep: Class 39 contains 7294 members 
Mstep: Class 40 contains 7107 members 
Mstep: Class 41 contains 3291 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 6915 members 
Mstep: Class 44 contains 5516 members 
Mstep: Class 45 contains 9004 members 
Mstep: Class 46 contains 18461 members 
Mstep: Class 47 contains 39644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51154940.000000 Penalty: 156150.015625
Iteration 101Q: 48 clusters Score -5.115494e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 4 contains 15587 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 9804 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9144 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 55057 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1632 members 
Mstep: Class 14 contains 22604 members 
Mstep: Class 15 contains 7309 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 37899 members 
Mstep: Class 18 contains 15729 members 
Mstep: Class 19 contains 61060 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9247 members 
Mstep: Class 25 contains 1645 members 
Mstep: Class 26 contains 4019 members 
Mstep: Class 27 contains 17196 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57410 members 
Mstep: Class 30 contains 25284 members 
Mstep: Class 31 contains 17651 members 
Mstep: Class 32 contains 3509 members 
Mstep: Class 33 contains 21834 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 8786 members 
Mstep: Class 38 contains 843 members 
Mstep: Class 39 contains 7405 members 
Mstep: Class 40 contains 7108 members 
Mstep: Class 41 contains 3294 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7053 members 
Mstep: Class 44 contains 5516 members 
Mstep: Class 45 contains 9321 members 
Mstep: Class 46 contains 18434 members 
Mstep: Class 47 contains 39692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155240.000000 Penalty: 156150.015625
Iteration 102Q: 48 clusters Score -5.115524e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 15584 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9154 members 
Mstep: Class 9 contains 1896 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 55049 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 1639 members 
Mstep: Class 14 contains 22589 members 
Mstep: Class 15 contains 7311 members 
Mstep: Class 16 contains 10350 members 
Mstep: Class 17 contains 37712 members 
Mstep: Class 18 contains 15730 members 
Mstep: Class 19 contains 61050 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9175 members 
Mstep: Class 25 contains 1646 members 
Mstep: Class 26 contains 4020 members 
Mstep: Class 27 contains 17183 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 24966 members 
Mstep: Class 31 contains 17608 members 
Mstep: Class 32 contains 3509 members 
Mstep: Class 33 contains 21826 members 
Mstep: Class 34 contains 2870 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 1278 members 
Mstep: Class 37 contains 8776 members 
Mstep: Class 38 contains 831 members 
Mstep: Class 39 contains 7528 members 
Mstep: Class 40 contains 7108 members 
Mstep: Class 41 contains 3296 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7184 members 
Mstep: Class 44 contains 5520 members 
Mstep: Class 45 contains 9653 members 
Mstep: Class 46 contains 18420 members 
Mstep: Class 47 contains 39741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155520.000000 Penalty: 156150.015625
Iteration 103Q: 48 clusters Score -5.115552e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9176 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 55044 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 7313 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 37531 members 
Mstep: Class 18 contains 15736 members 
Mstep: Class 19 contains 61047 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9483 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 9103 members 
Mstep: Class 25 contains 1648 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 17168 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 24661 members 
Mstep: Class 31 contains 17575 members 
Mstep: Class 32 contains 3505 members 
Mstep: Class 33 contains 21816 members 
Mstep: Class 34 contains 2871 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 8770 members 
Mstep: Class 38 contains 821 members 
Mstep: Class 39 contains 7631 members 
Mstep: Class 40 contains 7108 members 
Mstep: Class 41 contains 3297 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7335 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 9961 members 
Mstep: Class 46 contains 18401 members 
Mstep: Class 47 contains 39787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155692.000000 Penalty: 156150.015625
Iteration 104Q: 48 clusters Score -5.115569e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 21873 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9198 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 55038 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 22598 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 15737 members 
Mstep: Class 19 contains 61045 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9479 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 9012 members 
Mstep: Class 25 contains 1647 members 
Mstep: Class 26 contains 4028 members 
Mstep: Class 27 contains 17155 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57410 members 
Mstep: Class 30 contains 24339 members 
Mstep: Class 31 contains 17537 members 
Mstep: Class 32 contains 3500 members 
Mstep: Class 33 contains 21798 members 
Mstep: Class 34 contains 2871 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 8757 members 
Mstep: Class 38 contains 814 members 
Mstep: Class 39 contains 7721 members 
Mstep: Class 40 contains 7107 members 
Mstep: Class 41 contains 3299 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7494 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 10267 members 
Mstep: Class 46 contains 18401 members 
Mstep: Class 47 contains 39847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155800.000000 Penalty: 156150.015625
Iteration 105Q: 48 clusters Score -5.11558e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3087 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 9800 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9229 members 
Mstep: Class 9 contains 1919 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 55032 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 22605 members 
Mstep: Class 15 contains 7319 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 37166 members 
Mstep: Class 18 contains 15744 members 
Mstep: Class 19 contains 61046 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9483 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8902 members 
Mstep: Class 25 contains 1644 members 
Mstep: Class 26 contains 4023 members 
Mstep: Class 27 contains 17150 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 24013 members 
Mstep: Class 31 contains 17516 members 
Mstep: Class 32 contains 3500 members 
Mstep: Class 33 contains 21780 members 
Mstep: Class 34 contains 2871 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 1279 members 
Mstep: Class 37 contains 8741 members 
Mstep: Class 38 contains 807 members 
Mstep: Class 39 contains 7814 members 
Mstep: Class 40 contains 7109 members 
Mstep: Class 41 contains 3301 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7646 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 10587 members 
Mstep: Class 46 contains 18403 members 
Mstep: Class 47 contains 39899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156012.000000 Penalty: 156150.015625
Iteration 106Q: 48 clusters Score -5.115601e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9253 members 
Mstep: Class 9 contains 1928 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 55029 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 1655 members 
Mstep: Class 14 contains 22606 members 
Mstep: Class 15 contains 7322 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36995 members 
Mstep: Class 18 contains 15746 members 
Mstep: Class 19 contains 61054 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 21 contains 9478 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8787 members 
Mstep: Class 25 contains 1645 members 
Mstep: Class 26 contains 4022 members 
Mstep: Class 27 contains 17148 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57404 members 
Mstep: Class 30 contains 23669 members 
Mstep: Class 31 contains 17488 members 
Mstep: Class 32 contains 3495 members 
Mstep: Class 33 contains 21769 members 
Mstep: Class 34 contains 2871 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 1280 members 
Mstep: Class 37 contains 8744 members 
Mstep: Class 38 contains 803 members 
Mstep: Class 39 contains 7898 members 
Mstep: Class 40 contains 7108 members 
Mstep: Class 41 contains 3303 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7821 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 10908 members 
Mstep: Class 46 contains 18404 members 
Mstep: Class 47 contains 39934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156400.000000 Penalty: 156150.015625
Iteration 107Q: 48 clusters Score -5.11564e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 9807 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9271 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 55020 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 1660 members 
Mstep: Class 14 contains 22607 members 
Mstep: Class 15 contains 7323 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36846 members 
Mstep: Class 18 contains 15752 members 
Mstep: Class 19 contains 61071 members 
Mstep: Class 20 contains 8701 members 
Mstep: Class 21 contains 9478 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4017 members 
Mstep: Class 27 contains 17148 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57405 members 
Mstep: Class 30 contains 23350 members 
Mstep: Class 31 contains 17470 members 
Mstep: Class 32 contains 3490 members 
Mstep: Class 33 contains 21761 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2330 members 
Mstep: Class 36 contains 1281 members 
Mstep: Class 37 contains 8737 members 
Mstep: Class 38 contains 799 members 
Mstep: Class 39 contains 7979 members 
Mstep: Class 40 contains 7107 members 
Mstep: Class 41 contains 3304 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 7980 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 11204 members 
Mstep: Class 46 contains 18403 members 
Mstep: Class 47 contains 39959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156604.000000 Penalty: 156150.015625
Iteration 108Q: 48 clusters Score -5.11566e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9295 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 9668 members 
Mstep: Class 11 contains 55018 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 22610 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36711 members 
Mstep: Class 18 contains 15753 members 
Mstep: Class 19 contains 61070 members 
Mstep: Class 20 contains 8701 members 
Mstep: Class 21 contains 9483 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 4016 members 
Mstep: Class 27 contains 17138 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57405 members 
Mstep: Class 30 contains 23058 members 
Mstep: Class 31 contains 17454 members 
Mstep: Class 32 contains 3487 members 
Mstep: Class 33 contains 21756 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2327 members 
Mstep: Class 36 contains 1284 members 
Mstep: Class 37 contains 8731 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8056 members 
Mstep: Class 40 contains 7104 members 
Mstep: Class 41 contains 3307 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 8125 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 11459 members 
Mstep: Class 46 contains 18400 members 
Mstep: Class 47 contains 39986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156832.000000 Penalty: 156150.015625
Iteration 109Q: 48 clusters Score -5.115683e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15581 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9825 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 9696 members 
Mstep: Class 11 contains 55014 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 22625 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36569 members 
Mstep: Class 18 contains 15758 members 
Mstep: Class 19 contains 61070 members 
Mstep: Class 20 contains 8705 members 
Mstep: Class 21 contains 9484 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8454 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 17125 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57404 members 
Mstep: Class 30 contains 22808 members 
Mstep: Class 31 contains 17436 members 
Mstep: Class 32 contains 3482 members 
Mstep: Class 33 contains 21748 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2321 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 8713 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8129 members 
Mstep: Class 40 contains 7103 members 
Mstep: Class 41 contains 3311 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 8281 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 11685 members 
Mstep: Class 46 contains 18395 members 
Mstep: Class 47 contains 40011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157192.000000 Penalty: 156150.015625
Iteration 110Q: 48 clusters Score -5.115719e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9833 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 9721 members 
Mstep: Class 11 contains 55012 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 22626 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36446 members 
Mstep: Class 18 contains 15762 members 
Mstep: Class 19 contains 61080 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9483 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8325 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 4001 members 
Mstep: Class 27 contains 17118 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57403 members 
Mstep: Class 30 contains 22589 members 
Mstep: Class 31 contains 17425 members 
Mstep: Class 32 contains 3481 members 
Mstep: Class 33 contains 21741 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 1287 members 
Mstep: Class 37 contains 8703 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8202 members 
Mstep: Class 40 contains 7105 members 
Mstep: Class 41 contains 3313 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 8456 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 11865 members 
Mstep: Class 46 contains 18388 members 
Mstep: Class 47 contains 40023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157084.000000 Penalty: 156150.015625
Iteration 111Q: 48 clusters Score -5.115708e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9840 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 9361 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 9748 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 22629 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36326 members 
Mstep: Class 18 contains 15766 members 
Mstep: Class 19 contains 61084 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8204 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 3990 members 
Mstep: Class 27 contains 17113 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57401 members 
Mstep: Class 30 contains 22380 members 
Mstep: Class 31 contains 17405 members 
Mstep: Class 32 contains 3475 members 
Mstep: Class 33 contains 21731 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2313 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8698 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8272 members 
Mstep: Class 40 contains 7105 members 
Mstep: Class 41 contains 3314 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 8638 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 12032 members 
Mstep: Class 46 contains 18384 members 
Mstep: Class 47 contains 40043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157288.000000 Penalty: 156150.015625
Iteration 112Q: 48 clusters Score -5.115729e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 1959 members 
Mstep: Class 10 contains 9769 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 22645 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36207 members 
Mstep: Class 18 contains 15766 members 
Mstep: Class 19 contains 61107 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 9479 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 8071 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 17101 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57401 members 
Mstep: Class 30 contains 22199 members 
Mstep: Class 31 contains 17383 members 
Mstep: Class 32 contains 3465 members 
Mstep: Class 33 contains 21722 members 
Mstep: Class 34 contains 2872 members 
Mstep: Class 35 contains 2310 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8707 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8340 members 
Mstep: Class 40 contains 7109 members 
Mstep: Class 41 contains 3317 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 8804 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 12190 members 
Mstep: Class 46 contains 18372 members 
Mstep: Class 47 contains 40064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157416.000000 Penalty: 156150.015625
Iteration 113Q: 48 clusters Score -5.115742e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9384 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 9781 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 22660 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 36092 members 
Mstep: Class 18 contains 15767 members 
Mstep: Class 19 contains 61119 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7954 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 17091 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57402 members 
Mstep: Class 30 contains 22037 members 
Mstep: Class 31 contains 17370 members 
Mstep: Class 32 contains 3458 members 
Mstep: Class 33 contains 21713 members 
Mstep: Class 34 contains 2873 members 
Mstep: Class 35 contains 2300 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8712 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8406 members 
Mstep: Class 40 contains 7110 members 
Mstep: Class 41 contains 3319 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 8974 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 12325 members 
Mstep: Class 46 contains 18361 members 
Mstep: Class 47 contains 40079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157460.000000 Penalty: 156150.015625
Iteration 114Q: 48 clusters Score -5.115746e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3084 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9396 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10875 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 22670 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35948 members 
Mstep: Class 18 contains 15768 members 
Mstep: Class 19 contains 61117 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 21 contains 9476 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7822 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 17080 members 
Mstep: Class 28 contains 3055 members 
Mstep: Class 29 contains 57406 members 
Mstep: Class 30 contains 21909 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 21709 members 
Mstep: Class 34 contains 2875 members 
Mstep: Class 35 contains 2296 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8714 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8482 members 
Mstep: Class 40 contains 7111 members 
Mstep: Class 41 contains 3323 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9145 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 12443 members 
Mstep: Class 46 contains 18355 members 
Mstep: Class 47 contains 40096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157580.000000 Penalty: 156150.015625
Iteration 115Q: 48 clusters Score -5.115758e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 21870 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 9 contains 1968 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 22667 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35828 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61127 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 9473 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7718 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3969 members 
Mstep: Class 27 contains 17072 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57406 members 
Mstep: Class 30 contains 21783 members 
Mstep: Class 31 contains 17347 members 
Mstep: Class 32 contains 3451 members 
Mstep: Class 33 contains 21708 members 
Mstep: Class 34 contains 2876 members 
Mstep: Class 35 contains 2292 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8717 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8561 members 
Mstep: Class 40 contains 7111 members 
Mstep: Class 41 contains 3323 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9295 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 12542 members 
Mstep: Class 46 contains 18352 members 
Mstep: Class 47 contains 40103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157668.000000 Penalty: 156150.015625
Iteration 116Q: 48 clusters Score -5.115767e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3086 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9859 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9427 members 
Mstep: Class 9 contains 1974 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 22659 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35700 members 
Mstep: Class 18 contains 15767 members 
Mstep: Class 19 contains 61143 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7621 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57406 members 
Mstep: Class 30 contains 21686 members 
Mstep: Class 31 contains 17340 members 
Mstep: Class 32 contains 3447 members 
Mstep: Class 33 contains 21707 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2289 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8712 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8634 members 
Mstep: Class 40 contains 7110 members 
Mstep: Class 41 contains 3324 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9426 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12621 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157892.000000 Penalty: 156150.015625
Iteration 117Q: 48 clusters Score -5.115789e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15575 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 9888 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22644 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35549 members 
Mstep: Class 18 contains 15769 members 
Mstep: Class 19 contains 61143 members 
Mstep: Class 20 contains 8715 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7557 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3969 members 
Mstep: Class 27 contains 17076 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 21603 members 
Mstep: Class 31 contains 17327 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 21707 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8711 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8725 members 
Mstep: Class 40 contains 7112 members 
Mstep: Class 41 contains 3327 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9544 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12693 members 
Mstep: Class 46 contains 18350 members 
Mstep: Class 47 contains 40101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157980.000000 Penalty: 156150.015625
Iteration 118Q: 48 clusters Score -5.115798e+07 nChanged 527
Entering ConstructFrom: 
Score: -51157980.000000 Penalty: 156150.015625
Entering ConstructFrom: 
Trying to split cluster 1 (56382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Entering Unmasked Estep 
Score: -4523711.500000 Penalty: 2713.096436
	Iteration 0F: 2 clusters Score -4523712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4485760.000000 Penalty: 5426.192871
	Iteration 0F: 3 clusters Score -4485760 nChanged 26112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4500502.500000 Penalty: 5426.192871
	Iteration 1F: 3 clusters Score -4500502 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4501240.000000 Penalty: 5426.192871
	Iteration 2Q: 3 clusters Score -4501240 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4502011.000000 Penalty: 5426.192871
	Iteration 3Q: 3 clusters Score -4502011 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4502957.500000 Penalty: 5426.192871
	Iteration 4Q: 3 clusters Score -4502958 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4504244.500000 Penalty: 5426.192871
	Iteration 5F: 3 clusters Score -4504244 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4506067.500000 Penalty: 5426.192871
	Iteration 6F: 3 clusters Score -4506068 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -4508633.500000 Penalty: 5426.192871
	Iteration 7F: 3 clusters Score -4508634 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -4511752.500000 Penalty: 5426.192871
	Iteration 8F: 3 clusters Score -4511752 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4514927.500000 Penalty: 5426.192871
	Iteration 9F: 3 clusters Score -4514928 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -4517553.000000 Penalty: 5426.192871
	Iteration 10F: 3 clusters Score -4517553 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -4519381.000000 Penalty: 5426.192871
	Iteration 11Q: 3 clusters Score -4519381 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -4520454.000000 Penalty: 5426.192871
	Iteration 12Q: 3 clusters Score -4520454 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -4521122.000000 Penalty: 5426.192871
	Iteration 13Q: 3 clusters Score -4521122 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -4521440.000000 Penalty: 5426.192871
	Iteration 14Q: 3 clusters Score -4521440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -4521593.500000 Penalty: 5426.192871
	Iteration 15Q: 3 clusters Score -4521594 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -4521690.000000 Penalty: 5426.192871
	Iteration 16Q: 3 clusters Score -4521690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -4521737.500000 Penalty: 5426.192871
	Iteration 17Q: 3 clusters Score -4521738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -4521764.000000 Penalty: 5426.192871
	Iteration 18Q: 3 clusters Score -4521764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -4521798.000000 Penalty: 5426.192871
	Iteration 19Q: 3 clusters Score -4521798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -4521797.000000 Penalty: 5426.192871
	Iteration 20F: 3 clusters Score -4521797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -4521819.000000 Penalty: 5426.192871
	Iteration 21Q: 3 clusters Score -4521819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -4521830.000000 Penalty: 5426.192871
	Iteration 22Q: 3 clusters Score -4521830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -4521840.000000 Penalty: 5426.192871
	Iteration 23Q: 3 clusters Score -4521840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -4521842.500000 Penalty: 5426.192871
	Iteration 24Q: 3 clusters Score -4521842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -4521852.500000 Penalty: 5426.192871
	Iteration 25Q: 3 clusters Score -4521852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -4521860.500000 Penalty: 5426.192871
	Iteration 26Q: 3 clusters Score -4521860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -4521862.500000 Penalty: 5426.192871
	Iteration 27Q: 3 clusters Score -4521862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -4521855.500000 Penalty: 5426.192871
	Iteration 28Q: 3 clusters Score -4521856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -4521858.500000 Penalty: 5426.192871
	Iteration 29Q: 3 clusters Score -4521858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -4521860.500000 Penalty: 5426.192871
	Iteration 30Q: 3 clusters Score -4521860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -4521859.500000 Penalty: 5426.192871
	Iteration 31Q: 3 clusters Score -4521860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -4521860.000000 Penalty: 5426.192871
	Iteration 32Q: 3 clusters Score -4521860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -4521860.500000 Penalty: 5426.192871
	Iteration 33Q: 3 clusters Score -4521860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -4521866.500000 Penalty: 5426.192871
	Iteration 34Q: 3 clusters Score -4521866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -4521867.000000 Penalty: 5426.192871
	Iteration 35Q: 3 clusters Score -4521867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -4521870.000000 Penalty: 5426.192871
	Iteration 36Q: 3 clusters Score -4521870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -4521867.000000 Penalty: 5426.192871
	Iteration 37Q: 3 clusters Score -4521867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -4521866.000000 Penalty: 5426.192871
	Iteration 38Q: 3 clusters Score -4521866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -4521866.000000 Penalty: 5426.192871
	Iteration 39F: 3 clusters Score -4521866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -190161.265625 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -190161.3 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 1216 members 
Entering Unmasked Estep 
Score: -187307.609375 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -187307.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -187864.265625 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -187864.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -187996.984375 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -187997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -188089.953125 Penalty: 3859.030273
	Iteration 3Q: 3 clusters Score -188090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -188178.375000 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -188178.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -188284.156250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -188284.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -188407.796875 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -188407.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -188530.890625 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -188530.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -188652.343750 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -188652.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -188759.000000 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -188759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -188827.515625 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -188827.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -188880.562500 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -188880.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -188911.750000 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -188911.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -188941.906250 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -188941.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -188968.390625 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -188968.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -188992.718750 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -188992.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -189017.921875 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -189017.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -189046.109375 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -189046.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -189062.250000 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -189062.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -189089.484375 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -189089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -189105.234375 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -189105.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -189121.296875 Penalty: 3859.030273
	Iteration 21Q: 3 clusters Score -189121.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -189131.250000 Penalty: 3859.030273
	Iteration 22Q: 3 clusters Score -189131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -189138.593750 Penalty: 3859.030273
	Iteration 23Q: 3 clusters Score -189138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -189144.953125 Penalty: 3859.030273
	Iteration 24Q: 3 clusters Score -189145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -189148.796875 Penalty: 3859.030273
	Iteration 25Q: 3 clusters Score -189148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -189151.671875 Penalty: 3859.030273
	Iteration 26Q: 3 clusters Score -189151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -189159.328125 Penalty: 3859.030273
	Iteration 27Q: 3 clusters Score -189159.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -189166.625000 Penalty: 3859.030273
	Iteration 28Q: 3 clusters Score -189166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -189169.062500 Penalty: 3859.030273
	Iteration 29Q: 3 clusters Score -189169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -189170.187500 Penalty: 3859.030273
	Iteration 30Q: 3 clusters Score -189170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -189170.187500 Penalty: 3859.030273
	Iteration 31F: 3 clusters Score -189170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -233090.328125 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -233090.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -229821.250000 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -229821.2 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -230789.031250 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -230789 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -231231.046875 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -231231 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -231700.921875 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -231700.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -232098.953125 Penalty: 3985.016113
	Iteration 4F: 3 clusters Score -232099 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -232411.671875 Penalty: 3985.016113
	Iteration 5F: 3 clusters Score -232411.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -232652.718750 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -232652.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -232827.093750 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -232827.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -232972.578125 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -232972.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -233052.156250 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -233052.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -233120.734375 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -233120.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -233163.156250 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -233163.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -233204.437500 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -233204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -233238.468750 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -233238.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -233261.875000 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -233261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -233288.531250 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -233288.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -233319.468750 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -233319.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -233407.250000 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -233407.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -233481.000000 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -233481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -233546.218750 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -233546.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -233607.109375 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -233607.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -233694.640625 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -233694.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -233821.953125 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -233822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -233868.296875 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -233868.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233874.312500 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -233874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -233875.093750 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -233875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -233875.093750 Penalty: 3985.016113
	Iteration 26F: 3 clusters Score -233875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35422 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 1219 members 
Entering Unmasked Estep 
Score: -51157436.000000 Penalty: 159472.359375
Splitting cluster 3 changes total score from -51157980.000000 to -51157436.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -1275100.125000 Penalty: 2394.080566
	Iteration 0F: 2 clusters Score -1275100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1263872.750000 Penalty: 4788.161133
	Iteration 0F: 3 clusters Score -1263873 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1267369.875000 Penalty: 4788.161133
	Iteration 1F: 3 clusters Score -1267370 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1267671.125000 Penalty: 4788.161133
	Iteration 2F: 3 clusters Score -1267671 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1267938.125000 Penalty: 4788.161133
	Iteration 3Q: 3 clusters Score -1267938 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1268155.000000 Penalty: 4788.161133
	Iteration 4Q: 3 clusters Score -1268155 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1268341.875000 Penalty: 4788.161133
	Iteration 5Q: 3 clusters Score -1268342 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1268503.500000 Penalty: 4788.161133
	Iteration 6Q: 3 clusters Score -1268504 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1268690.875000 Penalty: 4788.161133
	Iteration 7Q: 3 clusters Score -1268691 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1268926.875000 Penalty: 4788.161133
	Iteration 8Q: 3 clusters Score -1268927 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1269277.625000 Penalty: 4788.161133
	Iteration 9Q: 3 clusters Score -1269278 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1269814.000000 Penalty: 4788.161133
	Iteration 10F: 3 clusters Score -1269814 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1270480.875000 Penalty: 4788.161133
	Iteration 11F: 3 clusters Score -1270481 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1271188.250000 Penalty: 4788.161133
	Iteration 12F: 3 clusters Score -1271188 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1271832.125000 Penalty: 4788.161133
	Iteration 13Q: 3 clusters Score -1271832 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1272250.125000 Penalty: 4788.161133
	Iteration 14Q: 3 clusters Score -1272250 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1272528.625000 Penalty: 4788.161133
	Iteration 15Q: 3 clusters Score -1272529 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1272699.750000 Penalty: 4788.161133
	Iteration 16Q: 3 clusters Score -1272700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1272813.500000 Penalty: 4788.161133
	Iteration 17Q: 3 clusters Score -1272814 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1272876.875000 Penalty: 4788.161133
	Iteration 18Q: 3 clusters Score -1272877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1272931.250000 Penalty: 4788.161133
	Iteration 19Q: 3 clusters Score -1272931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1272966.125000 Penalty: 4788.161133
	Iteration 20F: 3 clusters Score -1272966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1272994.125000 Penalty: 4788.161133
	Iteration 21Q: 3 clusters Score -1272994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1273015.750000 Penalty: 4788.161133
	Iteration 22Q: 3 clusters Score -1273016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1273036.125000 Penalty: 4788.161133
	Iteration 23Q: 3 clusters Score -1273036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1273046.875000 Penalty: 4788.161133
	Iteration 24Q: 3 clusters Score -1273047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1273054.625000 Penalty: 4788.161133
	Iteration 25Q: 3 clusters Score -1273055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1273058.000000 Penalty: 4788.161133
	Iteration 26Q: 3 clusters Score -1273058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1273064.125000 Penalty: 4788.161133
	Iteration 27Q: 3 clusters Score -1273064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1273064.625000 Penalty: 4788.161133
	Iteration 28Q: 3 clusters Score -1273065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1273063.125000 Penalty: 4788.161133
	Iteration 29Q: 3 clusters Score -1273063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1273063.125000 Penalty: 4788.161133
	Iteration 30F: 3 clusters Score -1273063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Entering Unmasked Estep 
Score: -1769646.750000 Penalty: 2478.220703
	Iteration 0F: 2 clusters Score -1769647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1754378.125000 Penalty: 4956.441406
	Iteration 0F: 3 clusters Score -1754378 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1759595.625000 Penalty: 4956.441406
	Iteration 1F: 3 clusters Score -1759596 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1760091.250000 Penalty: 4956.441406
	Iteration 2F: 3 clusters Score -1760091 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1760519.375000 Penalty: 4956.441406
	Iteration 3Q: 3 clusters Score -1760519 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1760978.625000 Penalty: 4956.441406
	Iteration 4Q: 3 clusters Score -1760979 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1761493.750000 Penalty: 4956.441406
	Iteration 5Q: 3 clusters Score -1761494 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1762121.125000 Penalty: 4956.441406
	Iteration 6F: 3 clusters Score -1762121 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1762839.375000 Penalty: 4956.441406
	Iteration 7F: 3 clusters Score -1762839 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1763576.375000 Penalty: 4956.441406
	Iteration 8F: 3 clusters Score -1763576 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1764239.375000 Penalty: 4956.441406
	Iteration 9Q: 3 clusters Score -1764239 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1764819.125000 Penalty: 4956.441406
	Iteration 10Q: 3 clusters Score -1764819 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1765303.625000 Penalty: 4956.441406
	Iteration 11Q: 3 clusters Score -1765304 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1765708.625000 Penalty: 4956.441406
	Iteration 12Q: 3 clusters Score -1765709 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1766067.125000 Penalty: 4956.441406
	Iteration 13Q: 3 clusters Score -1766067 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1766362.500000 Penalty: 4956.441406
	Iteration 14Q: 3 clusters Score -1766362 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1766650.375000 Penalty: 4956.441406
	Iteration 15Q: 3 clusters Score -1766650 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1766886.875000 Penalty: 4956.441406
	Iteration 16Q: 3 clusters Score -1766887 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1767068.000000 Penalty: 4956.441406
	Iteration 17Q: 3 clusters Score -1767068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1767194.750000 Penalty: 4956.441406
	Iteration 18Q: 3 clusters Score -1767195 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1767266.125000 Penalty: 4956.441406
	Iteration 19Q: 3 clusters Score -1767266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1767318.500000 Penalty: 4956.441406
	Iteration 20F: 3 clusters Score -1767318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1767360.875000 Penalty: 4956.441406
	Iteration 21Q: 3 clusters Score -1767361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1767402.125000 Penalty: 4956.441406
	Iteration 22Q: 3 clusters Score -1767402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1767431.875000 Penalty: 4956.441406
	Iteration 23Q: 3 clusters Score -1767432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1767448.500000 Penalty: 4956.441406
	Iteration 24Q: 3 clusters Score -1767448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1767466.375000 Penalty: 4956.441406
	Iteration 25Q: 3 clusters Score -1767466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1767483.875000 Penalty: 4956.441406
	Iteration 26Q: 3 clusters Score -1767484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1767493.875000 Penalty: 4956.441406
	Iteration 27Q: 3 clusters Score -1767494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1767498.000000 Penalty: 4956.441406
	Iteration 28Q: 3 clusters Score -1767498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1767507.625000 Penalty: 4956.441406
	Iteration 29Q: 3 clusters Score -1767508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1767509.625000 Penalty: 4956.441406
	Iteration 30Q: 3 clusters Score -1767510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1767510.125000 Penalty: 4956.441406
	Iteration 31Q: 3 clusters Score -1767510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1767509.375000 Penalty: 4956.441406
	Iteration 32Q: 3 clusters Score -1767509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1767513.125000 Penalty: 4956.441406
	Iteration 33Q: 3 clusters Score -1767513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1767515.750000 Penalty: 4956.441406
	Iteration 34Q: 3 clusters Score -1767516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1767516.500000 Penalty: 4956.441406
	Iteration 35Q: 3 clusters Score -1767516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1767521.125000 Penalty: 4956.441406
	Iteration 36Q: 3 clusters Score -1767521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1767519.750000 Penalty: 4956.441406
	Iteration 37Q: 3 clusters Score -1767520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1767520.750000 Penalty: 4956.441406
	Iteration 38Q: 3 clusters Score -1767521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1767522.250000 Penalty: 4956.441406
	Iteration 39Q: 3 clusters Score -1767522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1767521.375000 Penalty: 4956.441406
	Iteration 40F: 3 clusters Score -1767521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Entering Unmasked Estep 
Score: -813695.875000 Penalty: 2280.843750
	Iteration 0F: 2 clusters Score -813695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -806126.375000 Penalty: 4561.687500
	Iteration 0F: 3 clusters Score -806126.4 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -808344.625000 Penalty: 4561.687500
	Iteration 1F: 3 clusters Score -808344.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -808829.500000 Penalty: 4561.687500
	Iteration 2F: 3 clusters Score -808829.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -809299.250000 Penalty: 4561.687500
	Iteration 3F: 3 clusters Score -809299.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -809897.500000 Penalty: 4561.687500
	Iteration 4F: 3 clusters Score -809897.5 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -810703.562500 Penalty: 4561.687500
	Iteration 5F: 3 clusters Score -810703.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -811677.875000 Penalty: 4561.687500
	Iteration 6F: 3 clusters Score -811677.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -812557.062500 Penalty: 4561.687500
	Iteration 7F: 3 clusters Score -812557.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -813127.687500 Penalty: 4561.687500
	Iteration 8F: 3 clusters Score -813127.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -813515.437500 Penalty: 4561.687500
	Iteration 9Q: 3 clusters Score -813515.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -813752.812500 Penalty: 4561.687500
	Iteration 10Q: 3 clusters Score -813752.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -813893.500000 Penalty: 4561.687500
	Iteration 11Q: 3 clusters Score -813893.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -813951.812500 Penalty: 4561.687500
	Iteration 12Q: 3 clusters Score -813951.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -813984.312500 Penalty: 4561.687500
	Iteration 13Q: 3 clusters Score -813984.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -814002.125000 Penalty: 4561.687500
	Iteration 14Q: 3 clusters Score -814002.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -814007.187500 Penalty: 4561.687500
	Iteration 15Q: 3 clusters Score -814007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -814006.562500 Penalty: 4561.687500
	Iteration 16Q: 3 clusters Score -814006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -814007.187500 Penalty: 4561.687500
	Iteration 17Q: 3 clusters Score -814007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -814007.187500 Penalty: 4561.687500
	Iteration 18F: 3 clusters Score -814007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35422 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 7901 members 
Entering Unmasked Estep 
Score: -51157172.000000 Penalty: 159472.359375
Splitting cluster 6 changes total score from -51157980.000000 to -51157172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -778586.625000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -778586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -771125.125000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -771125.1 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -773354.562500 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -773354.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -773757.000000 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -773757 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -774069.500000 Penalty: 4555.567871
	Iteration 3F: 3 clusters Score -774069.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -774282.812500 Penalty: 4555.567871
	Iteration 4Q: 3 clusters Score -774282.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -774450.250000 Penalty: 4555.567871
	Iteration 5Q: 3 clusters Score -774450.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -774582.437500 Penalty: 4555.567871
	Iteration 6Q: 3 clusters Score -774582.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -774689.250000 Penalty: 4555.567871
	Iteration 7Q: 3 clusters Score -774689.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -774780.250000 Penalty: 4555.567871
	Iteration 8Q: 3 clusters Score -774780.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -774857.750000 Penalty: 4555.567871
	Iteration 9Q: 3 clusters Score -774857.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -774922.500000 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -774922.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -774974.250000 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -774974.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -775015.000000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -775015 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -775059.000000 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -775059 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -775102.062500 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -775102.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -775141.625000 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -775141.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -775181.250000 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -775181.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -775214.125000 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -775214.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -775244.250000 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -775244.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -775280.562500 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -775280.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -775308.812500 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -775308.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -775334.250000 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -775334.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -775355.937500 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -775355.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -775377.437500 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -775377.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -775404.812500 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -775404.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -775422.250000 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -775422.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -775445.125000 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -775445.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -775467.937500 Penalty: 4555.567871
	Iteration 27Q: 3 clusters Score -775467.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -775490.687500 Penalty: 4555.567871
	Iteration 28Q: 3 clusters Score -775490.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -775522.500000 Penalty: 4555.567871
	Iteration 29Q: 3 clusters Score -775522.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -775543.125000 Penalty: 4555.567871
	Iteration 30Q: 3 clusters Score -775543.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -775567.062500 Penalty: 4555.567871
	Iteration 31Q: 3 clusters Score -775567.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -775594.000000 Penalty: 4555.567871
	Iteration 32Q: 3 clusters Score -775594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -775621.000000 Penalty: 4555.567871
	Iteration 33Q: 3 clusters Score -775621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -775651.687500 Penalty: 4555.567871
	Iteration 34Q: 3 clusters Score -775651.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -775695.375000 Penalty: 4555.567871
	Iteration 35Q: 3 clusters Score -775695.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -775760.625000 Penalty: 4555.567871
	Iteration 36Q: 3 clusters Score -775760.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -775844.500000 Penalty: 4555.567871
	Iteration 37Q: 3 clusters Score -775844.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -775957.375000 Penalty: 4555.567871
	Iteration 38Q: 3 clusters Score -775957.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -776107.937500 Penalty: 4555.567871
	Iteration 39Q: 3 clusters Score -776107.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -776300.437500 Penalty: 4555.567871
	Iteration 40F: 3 clusters Score -776300.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -776481.125000 Penalty: 4555.567871
	Iteration 41Q: 3 clusters Score -776481.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -776659.000000 Penalty: 4555.567871
	Iteration 42Q: 3 clusters Score -776659 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -776841.562500 Penalty: 4555.567871
	Iteration 43Q: 3 clusters Score -776841.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -776989.250000 Penalty: 4555.567871
	Iteration 44Q: 3 clusters Score -776989.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -777136.312500 Penalty: 4555.567871
	Iteration 45Q: 3 clusters Score -777136.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -777253.750000 Penalty: 4555.567871
	Iteration 46Q: 3 clusters Score -777253.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -777315.000000 Penalty: 4555.567871
	Iteration 47Q: 3 clusters Score -777315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -777349.687500 Penalty: 4555.567871
	Iteration 48Q: 3 clusters Score -777349.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -777365.562500 Penalty: 4555.567871
	Iteration 49Q: 3 clusters Score -777365.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -777378.687500 Penalty: 4555.567871
	Iteration 50Q: 3 clusters Score -777378.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -777390.750000 Penalty: 4555.567871
	Iteration 51Q: 3 clusters Score -777390.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -777399.437500 Penalty: 4555.567871
	Iteration 52Q: 3 clusters Score -777399.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -777403.000000 Penalty: 4555.567871
	Iteration 53Q: 3 clusters Score -777403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -777404.250000 Penalty: 4555.567871
	Iteration 54Q: 3 clusters Score -777404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -777405.625000 Penalty: 4555.567871
	Iteration 55Q: 3 clusters Score -777405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -777404.937500 Penalty: 4555.567871
	Iteration 56Q: 3 clusters Score -777404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -777405.375000 Penalty: 4555.567871
	Iteration 57Q: 3 clusters Score -777405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -777405.375000 Penalty: 4555.567871
	Iteration 58Q: 3 clusters Score -777405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -777405.250000 Penalty: 4555.567871
	Iteration 59Q: 3 clusters Score -777405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -777448.625000 Penalty: 4555.567871
	Iteration 60F: 3 clusters Score -777448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -777473.750000 Penalty: 4555.567871
	Iteration 61Q: 3 clusters Score -777473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -777479.437500 Penalty: 4555.567871
	Iteration 62Q: 3 clusters Score -777479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -777482.625000 Penalty: 4555.567871
	Iteration 63Q: 3 clusters Score -777482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -777484.062500 Penalty: 4555.567871
	Iteration 64Q: 3 clusters Score -777484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -777485.437500 Penalty: 4555.567871
	Iteration 65Q: 3 clusters Score -777485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -777487.187500 Penalty: 4555.567871
	Iteration 66Q: 3 clusters Score -777487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -777487.187500 Penalty: 4555.567871
	Iteration 67F: 3 clusters Score -777487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Entering Unmasked Estep 
Score: -755170.250000 Penalty: 2270.213623
	Iteration 0F: 2 clusters Score -755170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -747937.312500 Penalty: 4540.427246
	Iteration 0F: 3 clusters Score -747937.3 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -750116.375000 Penalty: 4540.427246
	Iteration 1F: 3 clusters Score -750116.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -750509.562500 Penalty: 4540.427246
	Iteration 2F: 3 clusters Score -750509.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -750874.500000 Penalty: 4540.427246
	Iteration 3F: 3 clusters Score -750874.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -751356.937500 Penalty: 4540.427246
	Iteration 4F: 3 clusters Score -751356.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -751920.000000 Penalty: 4540.427246
	Iteration 5F: 3 clusters Score -751920 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -752667.125000 Penalty: 4540.427246
	Iteration 6F: 3 clusters Score -752667.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -753386.062500 Penalty: 4540.427246
	Iteration 7F: 3 clusters Score -753386.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -753928.562500 Penalty: 4540.427246
	Iteration 8F: 3 clusters Score -753928.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -754281.187500 Penalty: 4540.427246
	Iteration 9Q: 3 clusters Score -754281.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -754524.187500 Penalty: 4540.427246
	Iteration 10Q: 3 clusters Score -754524.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -754744.812500 Penalty: 4540.427246
	Iteration 11Q: 3 clusters Score -754744.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -754941.937500 Penalty: 4540.427246
	Iteration 12Q: 3 clusters Score -754941.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -755165.375000 Penalty: 4540.427246
	Iteration 13Q: 3 clusters Score -755165.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -755432.687500 Penalty: 4540.427246
	Iteration 14Q: 3 clusters Score -755432.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -755660.187500 Penalty: 4540.427246
	Iteration 15Q: 3 clusters Score -755660.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -755761.625000 Penalty: 4540.427246
	Iteration 16Q: 3 clusters Score -755761.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -755796.500000 Penalty: 4540.427246
	Iteration 17Q: 3 clusters Score -755796.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -755805.750000 Penalty: 4540.427246
	Iteration 18Q: 3 clusters Score -755805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -755810.500000 Penalty: 4540.427246
	Iteration 19Q: 3 clusters Score -755810.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -755813.062500 Penalty: 4540.427246
	Iteration 20F: 3 clusters Score -755813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -755813.250000 Penalty: 4540.427246
	Iteration 21Q: 3 clusters Score -755813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -755815.062500 Penalty: 4540.427246
	Iteration 22Q: 3 clusters Score -755815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -755818.250000 Penalty: 4540.427246
	Iteration 23Q: 3 clusters Score -755818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -755820.187500 Penalty: 4540.427246
	Iteration 24Q: 3 clusters Score -755820.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -755819.687500 Penalty: 4540.427246
	Iteration 25Q: 3 clusters Score -755819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -755820.875000 Penalty: 4540.427246
	Iteration 26Q: 3 clusters Score -755820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -755823.625000 Penalty: 4540.427246
	Iteration 27Q: 3 clusters Score -755823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -755823.625000 Penalty: 4540.427246
	Iteration 28F: 3 clusters Score -755823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35422 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 7295 members 
Entering Unmasked Estep 
Score: -51157588.000000 Penalty: 159472.359375
Splitting cluster 8 changes total score from -51157980.000000 to -51157588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -112110.914062 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -112110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -109526.765625 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -109526.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -110167.640625 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -110167.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -110427.687500 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -110427.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -110695.820312 Penalty: 3765.313232
	Iteration 3F: 3 clusters Score -110695.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -110910.109375 Penalty: 3765.313232
	Iteration 4F: 3 clusters Score -110910.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -111089.125000 Penalty: 3765.313232
	Iteration 5F: 3 clusters Score -111089.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -111238.828125 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -111238.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -111381.765625 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -111381.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -111496.570312 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -111496.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -111590.226562 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -111590.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -111661.445312 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -111661.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -111695.156250 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -111695.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -111723.679688 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -111723.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -111748.570312 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -111748.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -111767.742188 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -111767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -111775.179688 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -111775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -111797.687500 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -111797.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -111825.046875 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -111825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -111852.007812 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -111852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -111869.281250 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -111869.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -111888.843750 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -111888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -111915.679688 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -111915.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -111950.273438 Penalty: 3765.313232
	Iteration 22Q: 3 clusters Score -111950.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -111998.039062 Penalty: 3765.313232
	Iteration 23Q: 3 clusters Score -111998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -112048.281250 Penalty: 3765.313232
	Iteration 24Q: 3 clusters Score -112048.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -112114.109375 Penalty: 3765.313232
	Iteration 25Q: 3 clusters Score -112114.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -112176.796875 Penalty: 3765.313232
	Iteration 26Q: 3 clusters Score -112176.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -112247.828125 Penalty: 3765.313232
	Iteration 27Q: 3 clusters Score -112247.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -112331.320312 Penalty: 3765.313232
	Iteration 28Q: 3 clusters Score -112331.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -112368.414062 Penalty: 3765.313232
	Iteration 29Q: 3 clusters Score -112368.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -112385.875000 Penalty: 3765.313232
	Iteration 30Q: 3 clusters Score -112385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -112392.226562 Penalty: 3765.313232
	Iteration 31Q: 3 clusters Score -112392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -112394.414062 Penalty: 3765.313232
	Iteration 32Q: 3 clusters Score -112394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -112396.914062 Penalty: 3765.313232
	Iteration 33Q: 3 clusters Score -112396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -112399.500000 Penalty: 3765.313232
	Iteration 34Q: 3 clusters Score -112399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -112402.406250 Penalty: 3765.313232
	Iteration 35Q: 3 clusters Score -112402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -112404.460938 Penalty: 3765.313232
	Iteration 36Q: 3 clusters Score -112404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -112405.820312 Penalty: 3765.313232
	Iteration 37Q: 3 clusters Score -112405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -112406.765625 Penalty: 3765.313232
	Iteration 38Q: 3 clusters Score -112406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -112410.757812 Penalty: 3765.313232
	Iteration 39Q: 3 clusters Score -112410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -112410.757812 Penalty: 3765.313232
	Iteration 40F: 3 clusters Score -112410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35422 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 930 members 
Entering Unmasked Estep 
Score: -51156808.000000 Penalty: 159472.359375
Splitting cluster 9 changes total score from -51157980.000000 to -51156808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -811879.687500 Penalty: 2281.646729
	Iteration 0F: 2 clusters Score -811879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -804224.125000 Penalty: 4563.293457
	Iteration 0F: 3 clusters Score -804224.1 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -806574.875000 Penalty: 4563.293457
	Iteration 1F: 3 clusters Score -806574.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -806956.812500 Penalty: 4563.293457
	Iteration 2F: 3 clusters Score -806956.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -807268.312500 Penalty: 4563.293457
	Iteration 3F: 3 clusters Score -807268.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -807525.875000 Penalty: 4563.293457
	Iteration 4Q: 3 clusters Score -807525.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -807746.750000 Penalty: 4563.293457
	Iteration 5Q: 3 clusters Score -807746.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -807944.375000 Penalty: 4563.293457
	Iteration 6Q: 3 clusters Score -807944.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -808145.812500 Penalty: 4563.293457
	Iteration 7Q: 3 clusters Score -808145.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -808388.250000 Penalty: 4563.293457
	Iteration 8Q: 3 clusters Score -808388.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -808631.312500 Penalty: 4563.293457
	Iteration 9Q: 3 clusters Score -808631.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -808862.312500 Penalty: 4563.293457
	Iteration 10Q: 3 clusters Score -808862.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -809104.187500 Penalty: 4563.293457
	Iteration 11Q: 3 clusters Score -809104.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -809343.250000 Penalty: 4563.293457
	Iteration 12Q: 3 clusters Score -809343.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -809546.750000 Penalty: 4563.293457
	Iteration 13Q: 3 clusters Score -809546.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -809721.625000 Penalty: 4563.293457
	Iteration 14Q: 3 clusters Score -809721.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -809956.250000 Penalty: 4563.293457
	Iteration 15Q: 3 clusters Score -809956.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -810246.625000 Penalty: 4563.293457
	Iteration 16Q: 3 clusters Score -810246.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -810478.000000 Penalty: 4563.293457
	Iteration 17Q: 3 clusters Score -810478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -810589.312500 Penalty: 4563.293457
	Iteration 18Q: 3 clusters Score -810589.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -810650.250000 Penalty: 4563.293457
	Iteration 19Q: 3 clusters Score -810650.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -810682.687500 Penalty: 4563.293457
	Iteration 20F: 3 clusters Score -810682.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -810715.437500 Penalty: 4563.293457
	Iteration 21Q: 3 clusters Score -810715.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -810747.562500 Penalty: 4563.293457
	Iteration 22Q: 3 clusters Score -810747.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -810769.187500 Penalty: 4563.293457
	Iteration 23Q: 3 clusters Score -810769.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -810791.500000 Penalty: 4563.293457
	Iteration 24Q: 3 clusters Score -810791.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -810807.625000 Penalty: 4563.293457
	Iteration 25Q: 3 clusters Score -810807.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -810830.062500 Penalty: 4563.293457
	Iteration 26Q: 3 clusters Score -810830.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -810851.312500 Penalty: 4563.293457
	Iteration 27Q: 3 clusters Score -810851.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -810881.375000 Penalty: 4563.293457
	Iteration 28Q: 3 clusters Score -810881.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -810908.437500 Penalty: 4563.293457
	Iteration 29Q: 3 clusters Score -810908.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -810934.562500 Penalty: 4563.293457
	Iteration 30Q: 3 clusters Score -810934.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -810970.375000 Penalty: 4563.293457
	Iteration 31Q: 3 clusters Score -810970.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -811001.437500 Penalty: 4563.293457
	Iteration 32Q: 3 clusters Score -811001.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -811035.562500 Penalty: 4563.293457
	Iteration 33Q: 3 clusters Score -811035.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -811071.500000 Penalty: 4563.293457
	Iteration 34Q: 3 clusters Score -811071.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -811094.562500 Penalty: 4563.293457
	Iteration 35Q: 3 clusters Score -811094.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -811119.687500 Penalty: 4563.293457
	Iteration 36Q: 3 clusters Score -811119.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -811148.250000 Penalty: 4563.293457
	Iteration 37Q: 3 clusters Score -811148.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -811177.500000 Penalty: 4563.293457
	Iteration 38Q: 3 clusters Score -811177.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -811209.250000 Penalty: 4563.293457
	Iteration 39Q: 3 clusters Score -811209.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -811233.062500 Penalty: 4563.293457
	Iteration 40F: 3 clusters Score -811233.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -811252.437500 Penalty: 4563.293457
	Iteration 41Q: 3 clusters Score -811252.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -811276.062500 Penalty: 4563.293457
	Iteration 42Q: 3 clusters Score -811276.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -811291.812500 Penalty: 4563.293457
	Iteration 43Q: 3 clusters Score -811291.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -811306.812500 Penalty: 4563.293457
	Iteration 44Q: 3 clusters Score -811306.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -811323.750000 Penalty: 4563.293457
	Iteration 45Q: 3 clusters Score -811323.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -811337.437500 Penalty: 4563.293457
	Iteration 46Q: 3 clusters Score -811337.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -811348.562500 Penalty: 4563.293457
	Iteration 47Q: 3 clusters Score -811348.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -811364.125000 Penalty: 4563.293457
	Iteration 48Q: 3 clusters Score -811364.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -811386.937500 Penalty: 4563.293457
	Iteration 49Q: 3 clusters Score -811386.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -811401.437500 Penalty: 4563.293457
	Iteration 50Q: 3 clusters Score -811401.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -811421.437500 Penalty: 4563.293457
	Iteration 51Q: 3 clusters Score -811421.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -811440.750000 Penalty: 4563.293457
	Iteration 52Q: 3 clusters Score -811440.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -811454.125000 Penalty: 4563.293457
	Iteration 53Q: 3 clusters Score -811454.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -811480.437500 Penalty: 4563.293457
	Iteration 54Q: 3 clusters Score -811480.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -811520.500000 Penalty: 4563.293457
	Iteration 55Q: 3 clusters Score -811520.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -811562.187500 Penalty: 4563.293457
	Iteration 56Q: 3 clusters Score -811562.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -811602.625000 Penalty: 4563.293457
	Iteration 57Q: 3 clusters Score -811602.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -811644.250000 Penalty: 4563.293457
	Iteration 58Q: 3 clusters Score -811644.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -811711.125000 Penalty: 4563.293457
	Iteration 59Q: 3 clusters Score -811711.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -811812.500000 Penalty: 4563.293457
	Iteration 60F: 3 clusters Score -811812.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -811959.562500 Penalty: 4563.293457
	Iteration 61Q: 3 clusters Score -811959.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -812138.750000 Penalty: 4563.293457
	Iteration 62Q: 3 clusters Score -812138.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -812272.375000 Penalty: 4563.293457
	Iteration 63Q: 3 clusters Score -812272.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -812339.500000 Penalty: 4563.293457
	Iteration 64Q: 3 clusters Score -812339.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -812370.500000 Penalty: 4563.293457
	Iteration 65Q: 3 clusters Score -812370.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -812382.437500 Penalty: 4563.293457
	Iteration 66Q: 3 clusters Score -812382.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -812393.812500 Penalty: 4563.293457
	Iteration 67Q: 3 clusters Score -812393.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -812399.000000 Penalty: 4563.293457
	Iteration 68Q: 3 clusters Score -812399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -812400.062500 Penalty: 4563.293457
	Iteration 69Q: 3 clusters Score -812400.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -812405.250000 Penalty: 4563.293457
	Iteration 70Q: 3 clusters Score -812405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -812407.375000 Penalty: 4563.293457
	Iteration 71Q: 3 clusters Score -812407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -812408.125000 Penalty: 4563.293457
	Iteration 72Q: 3 clusters Score -812408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -812409.187500 Penalty: 4563.293457
	Iteration 73Q: 3 clusters Score -812409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -812409.187500 Penalty: 4563.293457
	Iteration 74Q: 3 clusters Score -812409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -812409.187500 Penalty: 4563.293457
	Iteration 75F: 3 clusters Score -812409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 4420 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 35422 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 5479 members 
Entering Unmasked Estep 
Score: -51157272.000000 Penalty: 159472.359375
Splitting cluster 10 changes total score from -51157980.000000 to -51157272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (55010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Entering Unmasked Estep 
Score: -4426149.000000 Penalty: 2706.986816
	Iteration 0F: 2 clusters Score -4426149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4389282.000000 Penalty: 5413.973633
	Iteration 0F: 3 clusters Score -4389282 nChanged 25447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4404119.500000 Penalty: 5413.973633
	Iteration 1F: 3 clusters Score -4404120 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4405437.500000 Penalty: 5413.973633
	Iteration 2F: 3 clusters Score -4405438 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4407016.500000 Penalty: 5413.973633
	Iteration 3F: 3 clusters Score -4407016 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4408778.500000 Penalty: 5413.973633
	Iteration 4F: 3 clusters Score -4408778 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4410691.500000 Penalty: 5413.973633
	Iteration 5F: 3 clusters Score -4410692 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4412531.500000 Penalty: 5413.973633
	Iteration 6F: 3 clusters Score -4412532 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -4414334.000000 Penalty: 5413.973633
	Iteration 7F: 3 clusters Score -4414334 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -4415955.000000 Penalty: 5413.973633
	Iteration 8F: 3 clusters Score -4415955 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -4417539.500000 Penalty: 5413.973633
	Iteration 9Q: 3 clusters Score -4417540 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -4419154.000000 Penalty: 5413.973633
	Iteration 10Q: 3 clusters Score -4419154 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -4420651.500000 Penalty: 5413.973633
	Iteration 11Q: 3 clusters Score -4420652 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -4421876.000000 Penalty: 5413.973633
	Iteration 12Q: 3 clusters Score -4421876 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -4422762.500000 Penalty: 5413.973633
	Iteration 13Q: 3 clusters Score -4422762 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -4423309.000000 Penalty: 5413.973633
	Iteration 14Q: 3 clusters Score -4423309 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -4423634.500000 Penalty: 5413.973633
	Iteration 15Q: 3 clusters Score -4423634 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -4423845.000000 Penalty: 5413.973633
	Iteration 16Q: 3 clusters Score -4423845 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 5413.973633
	Iteration 17Q: 3 clusters Score -4423968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -4424064.500000 Penalty: 5413.973633
	Iteration 18Q: 3 clusters Score -4424064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -4424137.000000 Penalty: 5413.973633
	Iteration 19Q: 3 clusters Score -4424137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -4424195.500000 Penalty: 5413.973633
	Iteration 20F: 3 clusters Score -4424196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -4424250.500000 Penalty: 5413.973633
	Iteration 21Q: 3 clusters Score -4424250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -4424280.000000 Penalty: 5413.973633
	Iteration 22Q: 3 clusters Score -4424280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -4424309.000000 Penalty: 5413.973633
	Iteration 23Q: 3 clusters Score -4424309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -4424335.000000 Penalty: 5413.973633
	Iteration 24Q: 3 clusters Score -4424335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -4424347.500000 Penalty: 5413.973633
	Iteration 25Q: 3 clusters Score -4424348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -4424354.000000 Penalty: 5413.973633
	Iteration 26Q: 3 clusters Score -4424354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -4424364.000000 Penalty: 5413.973633
	Iteration 27Q: 3 clusters Score -4424364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -4424372.500000 Penalty: 5413.973633
	Iteration 28Q: 3 clusters Score -4424372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -4424379.000000 Penalty: 5413.973633
	Iteration 29Q: 3 clusters Score -4424379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -4424387.000000 Penalty: 5413.973633
	Iteration 30Q: 3 clusters Score -4424387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -4424380.000000 Penalty: 5413.973633
	Iteration 31Q: 3 clusters Score -4424380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -4424385.500000 Penalty: 5413.973633
	Iteration 32Q: 3 clusters Score -4424386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -4424387.500000 Penalty: 5413.973633
	Iteration 33Q: 3 clusters Score -4424388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -4424396.500000 Penalty: 5413.973633
	Iteration 34Q: 3 clusters Score -4424396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -4424390.500000 Penalty: 5413.973633
	Iteration 35Q: 3 clusters Score -4424390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -4424397.500000 Penalty: 5413.973633
	Iteration 36Q: 3 clusters Score -4424398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -4424400.000000 Penalty: 5413.973633
	Iteration 37Q: 3 clusters Score -4424400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -4424407.000000 Penalty: 5413.973633
	Iteration 38Q: 3 clusters Score -4424407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -4424410.000000 Penalty: 5413.973633
	Iteration 39Q: 3 clusters Score -4424410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -4424408.500000 Penalty: 5413.973633
	Iteration 40F: 3 clusters Score -4424408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -4424408.000000 Penalty: 5413.973633
	Iteration 41Q: 3 clusters Score -4424408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -4424410.000000 Penalty: 5413.973633
	Iteration 42Q: 3 clusters Score -4424410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -4424409.000000 Penalty: 5413.973633
	Iteration 43Q: 3 clusters Score -4424409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -4424406.500000 Penalty: 5413.973633
	Iteration 44Q: 3 clusters Score -4424406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -4424411.500000 Penalty: 5413.973633
	Iteration 45Q: 3 clusters Score -4424412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -4424407.500000 Penalty: 5413.973633
	Iteration 46Q: 3 clusters Score -4424408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -4424411.500000 Penalty: 5413.973633
	Iteration 47Q: 3 clusters Score -4424412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -4424413.000000 Penalty: 5413.973633
	Iteration 48Q: 3 clusters Score -4424413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -4424413.000000 Penalty: 5413.973633
	Iteration 49F: 3 clusters Score -4424413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Entering Unmasked Estep 
Score: -771664.125000 Penalty: 2305.012695
	Iteration 0F: 2 clusters Score -771664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -763417.125000 Penalty: 4610.025391
	Iteration 0F: 3 clusters Score -763417.1 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -766201.375000 Penalty: 4610.025391
	Iteration 1F: 3 clusters Score -766201.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -766805.187500 Penalty: 4610.025391
	Iteration 2F: 3 clusters Score -766805.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -767413.062500 Penalty: 4610.025391
	Iteration 3F: 3 clusters Score -767413.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -767992.875000 Penalty: 4610.025391
	Iteration 4F: 3 clusters Score -767992.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -768519.625000 Penalty: 4610.025391
	Iteration 5F: 3 clusters Score -768519.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -768934.562500 Penalty: 4610.025391
	Iteration 6F: 3 clusters Score -768934.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -769251.812500 Penalty: 4610.025391
	Iteration 7Q: 3 clusters Score -769251.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -769482.125000 Penalty: 4610.025391
	Iteration 8Q: 3 clusters Score -769482.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -769652.937500 Penalty: 4610.025391
	Iteration 9Q: 3 clusters Score -769652.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -769780.187500 Penalty: 4610.025391
	Iteration 10Q: 3 clusters Score -769780.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -769858.937500 Penalty: 4610.025391
	Iteration 11Q: 3 clusters Score -769858.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -769927.562500 Penalty: 4610.025391
	Iteration 12Q: 3 clusters Score -769927.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -769992.750000 Penalty: 4610.025391
	Iteration 13Q: 3 clusters Score -769992.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -770046.187500 Penalty: 4610.025391
	Iteration 14Q: 3 clusters Score -770046.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -770101.687500 Penalty: 4610.025391
	Iteration 15Q: 3 clusters Score -770101.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -770151.875000 Penalty: 4610.025391
	Iteration 16Q: 3 clusters Score -770151.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -770192.375000 Penalty: 4610.025391
	Iteration 17Q: 3 clusters Score -770192.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -770237.437500 Penalty: 4610.025391
	Iteration 18Q: 3 clusters Score -770237.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -770295.250000 Penalty: 4610.025391
	Iteration 19Q: 3 clusters Score -770295.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -770345.687500 Penalty: 4610.025391
	Iteration 20F: 3 clusters Score -770345.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -770390.250000 Penalty: 4610.025391
	Iteration 21Q: 3 clusters Score -770390.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -770429.875000 Penalty: 4610.025391
	Iteration 22Q: 3 clusters Score -770429.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -770467.000000 Penalty: 4610.025391
	Iteration 23Q: 3 clusters Score -770467 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -770507.500000 Penalty: 4610.025391
	Iteration 24Q: 3 clusters Score -770507.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -770539.187500 Penalty: 4610.025391
	Iteration 25Q: 3 clusters Score -770539.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -770569.437500 Penalty: 4610.025391
	Iteration 26Q: 3 clusters Score -770569.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -770598.062500 Penalty: 4610.025391
	Iteration 27Q: 3 clusters Score -770598.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -770624.125000 Penalty: 4610.025391
	Iteration 28Q: 3 clusters Score -770624.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -770643.687500 Penalty: 4610.025391
	Iteration 29Q: 3 clusters Score -770643.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -770654.437500 Penalty: 4610.025391
	Iteration 30Q: 3 clusters Score -770654.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -770672.562500 Penalty: 4610.025391
	Iteration 31Q: 3 clusters Score -770672.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -770683.500000 Penalty: 4610.025391
	Iteration 32Q: 3 clusters Score -770683.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -770692.375000 Penalty: 4610.025391
	Iteration 33Q: 3 clusters Score -770692.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -770699.437500 Penalty: 4610.025391
	Iteration 34Q: 3 clusters Score -770699.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -770707.125000 Penalty: 4610.025391
	Iteration 35Q: 3 clusters Score -770707.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -770716.937500 Penalty: 4610.025391
	Iteration 36Q: 3 clusters Score -770716.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -770724.500000 Penalty: 4610.025391
	Iteration 37Q: 3 clusters Score -770724.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -770732.562500 Penalty: 4610.025391
	Iteration 38Q: 3 clusters Score -770732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -770738.500000 Penalty: 4610.025391
	Iteration 39Q: 3 clusters Score -770738.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -770740.000000 Penalty: 4610.025391
	Iteration 40F: 3 clusters Score -770740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -770742.812500 Penalty: 4610.025391
	Iteration 41Q: 3 clusters Score -770742.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -770748.562500 Penalty: 4610.025391
	Iteration 42Q: 3 clusters Score -770748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -770753.625000 Penalty: 4610.025391
	Iteration 43Q: 3 clusters Score -770753.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -770754.062500 Penalty: 4610.025391
	Iteration 44Q: 3 clusters Score -770754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -770758.375000 Penalty: 4610.025391
	Iteration 45Q: 3 clusters Score -770758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -770763.187500 Penalty: 4610.025391
	Iteration 46Q: 3 clusters Score -770763.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -770765.875000 Penalty: 4610.025391
	Iteration 47Q: 3 clusters Score -770765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -770769.937500 Penalty: 4610.025391
	Iteration 48Q: 3 clusters Score -770769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -770775.250000 Penalty: 4610.025391
	Iteration 49Q: 3 clusters Score -770775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -770776.375000 Penalty: 4610.025391
	Iteration 50Q: 3 clusters Score -770776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -770777.875000 Penalty: 4610.025391
	Iteration 51Q: 3 clusters Score -770777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -770776.250000 Penalty: 4610.025391
	Iteration 52Q: 3 clusters Score -770776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -770776.687500 Penalty: 4610.025391
	Iteration 53Q: 3 clusters Score -770776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -770778.375000 Penalty: 4610.025391
	Iteration 54Q: 3 clusters Score -770778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -770778.937500 Penalty: 4610.025391
	Iteration 55Q: 3 clusters Score -770778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -770778.937500 Penalty: 4610.025391
	Iteration 56F: 3 clusters Score -770778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -128206.546875 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -128206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -125821.187500 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -125821.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -126312.421875 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -126312.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -126502.796875 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -126502.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -126674.570312 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -126674.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -126793.312500 Penalty: 3680.904053
	Iteration 4F: 3 clusters Score -126793.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -126874.515625 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -126874.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -126924.515625 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -126924.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -126950.195312 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -126950.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -126967.679688 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -126967.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -126995.929688 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -126995.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -127027.382812 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -127027.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -127055.617188 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -127055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127077.296875 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -127077.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127096.523438 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -127096.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -127115.546875 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -127115.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -127126.289062 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -127126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -127133.867188 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -127133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -127136.437500 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -127136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -127140.046875 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -127140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -127144.843750 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -127144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -127148.781250 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -127148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127152.656250 Penalty: 3680.904053
	Iteration 21Q: 3 clusters Score -127152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127155.000000 Penalty: 3680.904053
	Iteration 22Q: 3 clusters Score -127155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -127159.875000 Penalty: 3680.904053
	Iteration 23Q: 3 clusters Score -127159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -127163.601562 Penalty: 3680.904053
	Iteration 24Q: 3 clusters Score -127163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -127167.476562 Penalty: 3680.904053
	Iteration 25Q: 3 clusters Score -127167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -127169.296875 Penalty: 3680.904053
	Iteration 26Q: 3 clusters Score -127169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -127169.296875 Penalty: 3680.904053
	Iteration 27F: 3 clusters Score -127169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Entering Unmasked Estep 
Score: -1844169.375000 Penalty: 2486.736816
	Iteration 0F: 2 clusters Score -1844169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1828462.000000 Penalty: 4973.473633
	Iteration 0F: 3 clusters Score -1828462 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1833891.750000 Penalty: 4973.473633
	Iteration 1F: 3 clusters Score -1833892 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1834365.750000 Penalty: 4973.473633
	Iteration 2F: 3 clusters Score -1834366 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1834740.500000 Penalty: 4973.473633
	Iteration 3Q: 3 clusters Score -1834740 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1835092.750000 Penalty: 4973.473633
	Iteration 4Q: 3 clusters Score -1835093 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1835444.375000 Penalty: 4973.473633
	Iteration 5Q: 3 clusters Score -1835444 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1835804.625000 Penalty: 4973.473633
	Iteration 6Q: 3 clusters Score -1835805 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1836236.000000 Penalty: 4973.473633
	Iteration 7Q: 3 clusters Score -1836236 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1836806.500000 Penalty: 4973.473633
	Iteration 8Q: 3 clusters Score -1836806 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1837482.500000 Penalty: 4973.473633
	Iteration 9Q: 3 clusters Score -1837482 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1838351.250000 Penalty: 4973.473633
	Iteration 10F: 3 clusters Score -1838351 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1839334.500000 Penalty: 4973.473633
	Iteration 11F: 3 clusters Score -1839334 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1840218.875000 Penalty: 4973.473633
	Iteration 12Q: 3 clusters Score -1840219 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1840806.500000 Penalty: 4973.473633
	Iteration 13Q: 3 clusters Score -1840806 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1841148.625000 Penalty: 4973.473633
	Iteration 14Q: 3 clusters Score -1841149 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1841402.125000 Penalty: 4973.473633
	Iteration 15Q: 3 clusters Score -1841402 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1841586.500000 Penalty: 4973.473633
	Iteration 16Q: 3 clusters Score -1841586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1841730.875000 Penalty: 4973.473633
	Iteration 17Q: 3 clusters Score -1841731 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1841863.125000 Penalty: 4973.473633
	Iteration 18Q: 3 clusters Score -1841863 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1841991.375000 Penalty: 4973.473633
	Iteration 19Q: 3 clusters Score -1841991 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1842107.375000 Penalty: 4973.473633
	Iteration 20F: 3 clusters Score -1842107 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1842258.125000 Penalty: 4973.473633
	Iteration 21Q: 3 clusters Score -1842258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1842412.375000 Penalty: 4973.473633
	Iteration 22Q: 3 clusters Score -1842412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1842607.125000 Penalty: 4973.473633
	Iteration 23Q: 3 clusters Score -1842607 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1842776.125000 Penalty: 4973.473633
	Iteration 24Q: 3 clusters Score -1842776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1842894.625000 Penalty: 4973.473633
	Iteration 25Q: 3 clusters Score -1842895 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1842982.500000 Penalty: 4973.473633
	Iteration 26Q: 3 clusters Score -1842982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1843036.125000 Penalty: 4973.473633
	Iteration 27Q: 3 clusters Score -1843036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -1843074.500000 Penalty: 4973.473633
	Iteration 28Q: 3 clusters Score -1843074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1843109.125000 Penalty: 4973.473633
	Iteration 29Q: 3 clusters Score -1843109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -1843135.000000 Penalty: 4973.473633
	Iteration 30Q: 3 clusters Score -1843135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1843169.625000 Penalty: 4973.473633
	Iteration 31Q: 3 clusters Score -1843170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -1843190.250000 Penalty: 4973.473633
	Iteration 32Q: 3 clusters Score -1843190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1843208.375000 Penalty: 4973.473633
	Iteration 33Q: 3 clusters Score -1843208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -1843222.750000 Penalty: 4973.473633
	Iteration 34Q: 3 clusters Score -1843223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -1843237.375000 Penalty: 4973.473633
	Iteration 35Q: 3 clusters Score -1843237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1843242.625000 Penalty: 4973.473633
	Iteration 36Q: 3 clusters Score -1843243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1843250.000000 Penalty: 4973.473633
	Iteration 37Q: 3 clusters Score -1843250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1843259.875000 Penalty: 4973.473633
	Iteration 38Q: 3 clusters Score -1843260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -1843267.625000 Penalty: 4973.473633
	Iteration 39Q: 3 clusters Score -1843268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1843279.500000 Penalty: 4973.473633
	Iteration 40F: 3 clusters Score -1843280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -1843281.750000 Penalty: 4973.473633
	Iteration 41Q: 3 clusters Score -1843282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1843287.500000 Penalty: 4973.473633
	Iteration 42Q: 3 clusters Score -1843288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1843288.250000 Penalty: 4973.473633
	Iteration 43Q: 3 clusters Score -1843288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -1843289.125000 Penalty: 4973.473633
	Iteration 44Q: 3 clusters Score -1843289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -1843289.250000 Penalty: 4973.473633
	Iteration 45Q: 3 clusters Score -1843289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1843291.250000 Penalty: 4973.473633
	Iteration 46Q: 3 clusters Score -1843291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1843294.875000 Penalty: 4973.473633
	Iteration 47Q: 3 clusters Score -1843295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -1843292.000000 Penalty: 4973.473633
	Iteration 48Q: 3 clusters Score -1843292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -1843295.375000 Penalty: 4973.473633
	Iteration 49Q: 3 clusters Score -1843295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1843297.750000 Penalty: 4973.473633
	Iteration 50Q: 3 clusters Score -1843298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1843298.250000 Penalty: 4973.473633
	Iteration 51Q: 3 clusters Score -1843298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -1843299.875000 Penalty: 4973.473633
	Iteration 52Q: 3 clusters Score -1843300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -1843298.250000 Penalty: 4973.473633
	Iteration 53Q: 3 clusters Score -1843298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1843300.000000 Penalty: 4973.473633
	Iteration 54Q: 3 clusters Score -1843300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1843301.000000 Penalty: 4973.473633
	Iteration 55Q: 3 clusters Score -1843301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1843300.875000 Penalty: 4973.473633
	Iteration 56Q: 3 clusters Score -1843301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -1843301.375000 Penalty: 4973.473633
	Iteration 57Q: 3 clusters Score -1843301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1843299.750000 Penalty: 4973.473633
	Iteration 58Q: 3 clusters Score -1843300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1843300.125000 Penalty: 4973.473633
	Iteration 59Q: 3 clusters Score -1843300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1843297.250000 Penalty: 4973.473633
	Iteration 60F: 3 clusters Score -1843297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1843301.375000 Penalty: 4973.473633
	Iteration 61Q: 3 clusters Score -1843301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1843300.875000 Penalty: 4973.473633
	Iteration 62Q: 3 clusters Score -1843301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1843297.750000 Penalty: 4973.473633
	Iteration 63Q: 3 clusters Score -1843298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -1843299.500000 Penalty: 4973.473633
	Iteration 64Q: 3 clusters Score -1843300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -1843301.375000 Penalty: 4973.473633
	Iteration 65Q: 3 clusters Score -1843301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -1843301.500000 Penalty: 4973.473633
	Iteration 66Q: 3 clusters Score -1843302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -1843300.875000 Penalty: 4973.473633
	Iteration 67Q: 3 clusters Score -1843301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -1843300.750000 Penalty: 4973.473633
	Iteration 68Q: 3 clusters Score -1843301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1843301.250000 Penalty: 4973.473633
	Iteration 69Q: 3 clusters Score -1843301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -1843302.625000 Penalty: 4973.473633
	Iteration 70Q: 3 clusters Score -1843303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -1843305.375000 Penalty: 4973.473633
	Iteration 71Q: 3 clusters Score -1843305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1843305.500000 Penalty: 4973.473633
	Iteration 72Q: 3 clusters Score -1843306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1843305.500000 Penalty: 4973.473633
	Iteration 73F: 3 clusters Score -1843306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -511472.625000 Penalty: 2207.099365
	Iteration 0F: 2 clusters Score -511472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -505545.093750 Penalty: 4414.198730
	Iteration 0F: 3 clusters Score -505545.1 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -507529.468750 Penalty: 4414.198730
	Iteration 1F: 3 clusters Score -507529.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -508010.156250 Penalty: 4414.198730
	Iteration 2F: 3 clusters Score -508010.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -508396.406250 Penalty: 4414.198730
	Iteration 3F: 3 clusters Score -508396.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -508878.875000 Penalty: 4414.198730
	Iteration 4F: 3 clusters Score -508878.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -509385.031250 Penalty: 4414.198730
	Iteration 5F: 3 clusters Score -509385 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -509665.250000 Penalty: 4414.198730
	Iteration 6F: 3 clusters Score -509665.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -509849.625000 Penalty: 4414.198730
	Iteration 7Q: 3 clusters Score -509849.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -509975.593750 Penalty: 4414.198730
	Iteration 8Q: 3 clusters Score -509975.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -510081.343750 Penalty: 4414.198730
	Iteration 9Q: 3 clusters Score -510081.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -510165.500000 Penalty: 4414.198730
	Iteration 10Q: 3 clusters Score -510165.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -510231.062500 Penalty: 4414.198730
	Iteration 11Q: 3 clusters Score -510231.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -510290.156250 Penalty: 4414.198730
	Iteration 12Q: 3 clusters Score -510290.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -510351.343750 Penalty: 4414.198730
	Iteration 13Q: 3 clusters Score -510351.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -510414.468750 Penalty: 4414.198730
	Iteration 14Q: 3 clusters Score -510414.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -510479.093750 Penalty: 4414.198730
	Iteration 15Q: 3 clusters Score -510479.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -510511.062500 Penalty: 4414.198730
	Iteration 16Q: 3 clusters Score -510511.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -510527.875000 Penalty: 4414.198730
	Iteration 17Q: 3 clusters Score -510527.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -510545.250000 Penalty: 4414.198730
	Iteration 18Q: 3 clusters Score -510545.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -510560.406250 Penalty: 4414.198730
	Iteration 19Q: 3 clusters Score -510560.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -510567.875000 Penalty: 4414.198730
	Iteration 20F: 3 clusters Score -510567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -510573.718750 Penalty: 4414.198730
	Iteration 21Q: 3 clusters Score -510573.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -510576.906250 Penalty: 4414.198730
	Iteration 22Q: 3 clusters Score -510576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -510580.281250 Penalty: 4414.198730
	Iteration 23Q: 3 clusters Score -510580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -510581.656250 Penalty: 4414.198730
	Iteration 24Q: 3 clusters Score -510581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -510581.718750 Penalty: 4414.198730
	Iteration 25Q: 3 clusters Score -510581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -510583.562500 Penalty: 4414.198730
	Iteration 26Q: 3 clusters Score -510583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -510583.875000 Penalty: 4414.198730
	Iteration 27Q: 3 clusters Score -510583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -510584.218750 Penalty: 4414.198730
	Iteration 28Q: 3 clusters Score -510584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -510583.500000 Penalty: 4414.198730
	Iteration 29Q: 3 clusters Score -510583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -510583.500000 Penalty: 4414.198730
	Iteration 30F: 3 clusters Score -510583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Entering Unmasked Estep 
Score: -847910.625000 Penalty: 2292.648193
	Iteration 0F: 2 clusters Score -847910.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -839964.437500 Penalty: 4585.296387
	Iteration 0F: 3 clusters Score -839964.4 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -842303.562500 Penalty: 4585.296387
	Iteration 1F: 3 clusters Score -842303.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -842600.187500 Penalty: 4585.296387
	Iteration 2F: 3 clusters Score -842600.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -842812.500000 Penalty: 4585.296387
	Iteration 3Q: 3 clusters Score -842812.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -842982.500000 Penalty: 4585.296387
	Iteration 4Q: 3 clusters Score -842982.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -843129.250000 Penalty: 4585.296387
	Iteration 5Q: 3 clusters Score -843129.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -843242.750000 Penalty: 4585.296387
	Iteration 6Q: 3 clusters Score -843242.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -843356.750000 Penalty: 4585.296387
	Iteration 7Q: 3 clusters Score -843356.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -843497.375000 Penalty: 4585.296387
	Iteration 8Q: 3 clusters Score -843497.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -843683.000000 Penalty: 4585.296387
	Iteration 9Q: 3 clusters Score -843683 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -843897.312500 Penalty: 4585.296387
	Iteration 10Q: 3 clusters Score -843897.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -844156.000000 Penalty: 4585.296387
	Iteration 11Q: 3 clusters Score -844156 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -844419.000000 Penalty: 4585.296387
	Iteration 12Q: 3 clusters Score -844419 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -844668.437500 Penalty: 4585.296387
	Iteration 13Q: 3 clusters Score -844668.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -844873.125000 Penalty: 4585.296387
	Iteration 14Q: 3 clusters Score -844873.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -845048.750000 Penalty: 4585.296387
	Iteration 15Q: 3 clusters Score -845048.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -845198.062500 Penalty: 4585.296387
	Iteration 16Q: 3 clusters Score -845198.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -845300.375000 Penalty: 4585.296387
	Iteration 17Q: 3 clusters Score -845300.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -845380.750000 Penalty: 4585.296387
	Iteration 18Q: 3 clusters Score -845380.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -845441.812500 Penalty: 4585.296387
	Iteration 19Q: 3 clusters Score -845441.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -845482.562500 Penalty: 4585.296387
	Iteration 20F: 3 clusters Score -845482.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -845514.687500 Penalty: 4585.296387
	Iteration 21Q: 3 clusters Score -845514.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -845538.187500 Penalty: 4585.296387
	Iteration 22Q: 3 clusters Score -845538.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -845559.625000 Penalty: 4585.296387
	Iteration 23Q: 3 clusters Score -845559.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -845576.250000 Penalty: 4585.296387
	Iteration 24Q: 3 clusters Score -845576.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -845593.687500 Penalty: 4585.296387
	Iteration 25Q: 3 clusters Score -845593.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -845610.312500 Penalty: 4585.296387
	Iteration 26Q: 3 clusters Score -845610.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -845627.062500 Penalty: 4585.296387
	Iteration 27Q: 3 clusters Score -845627.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -845639.750000 Penalty: 4585.296387
	Iteration 28Q: 3 clusters Score -845639.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -845654.937500 Penalty: 4585.296387
	Iteration 29Q: 3 clusters Score -845654.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -845667.375000 Penalty: 4585.296387
	Iteration 30Q: 3 clusters Score -845667.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -845680.312500 Penalty: 4585.296387
	Iteration 31Q: 3 clusters Score -845680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -845689.375000 Penalty: 4585.296387
	Iteration 32Q: 3 clusters Score -845689.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -845699.500000 Penalty: 4585.296387
	Iteration 33Q: 3 clusters Score -845699.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -845703.750000 Penalty: 4585.296387
	Iteration 34Q: 3 clusters Score -845703.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -845710.562500 Penalty: 4585.296387
	Iteration 35Q: 3 clusters Score -845710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -845719.312500 Penalty: 4585.296387
	Iteration 36Q: 3 clusters Score -845719.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -845729.062500 Penalty: 4585.296387
	Iteration 37Q: 3 clusters Score -845729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -845734.375000 Penalty: 4585.296387
	Iteration 38Q: 3 clusters Score -845734.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -845742.250000 Penalty: 4585.296387
	Iteration 39Q: 3 clusters Score -845742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -845753.562500 Penalty: 4585.296387
	Iteration 40F: 3 clusters Score -845753.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -845760.687500 Penalty: 4585.296387
	Iteration 41Q: 3 clusters Score -845760.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -845768.562500 Penalty: 4585.296387
	Iteration 42Q: 3 clusters Score -845768.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -845772.875000 Penalty: 4585.296387
	Iteration 43Q: 3 clusters Score -845772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -845778.375000 Penalty: 4585.296387
	Iteration 44Q: 3 clusters Score -845778.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -845785.937500 Penalty: 4585.296387
	Iteration 45Q: 3 clusters Score -845785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -845790.750000 Penalty: 4585.296387
	Iteration 46Q: 3 clusters Score -845790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -845798.687500 Penalty: 4585.296387
	Iteration 47Q: 3 clusters Score -845798.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -845804.312500 Penalty: 4585.296387
	Iteration 48Q: 3 clusters Score -845804.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -845811.437500 Penalty: 4585.296387
	Iteration 49Q: 3 clusters Score -845811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -845816.812500 Penalty: 4585.296387
	Iteration 50Q: 3 clusters Score -845816.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -845824.312500 Penalty: 4585.296387
	Iteration 51Q: 3 clusters Score -845824.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -845832.937500 Penalty: 4585.296387
	Iteration 52Q: 3 clusters Score -845832.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -845839.937500 Penalty: 4585.296387
	Iteration 53Q: 3 clusters Score -845839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -845847.937500 Penalty: 4585.296387
	Iteration 54Q: 3 clusters Score -845847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -845854.875000 Penalty: 4585.296387
	Iteration 55Q: 3 clusters Score -845854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -845860.937500 Penalty: 4585.296387
	Iteration 56Q: 3 clusters Score -845860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -845865.187500 Penalty: 4585.296387
	Iteration 57Q: 3 clusters Score -845865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -845867.312500 Penalty: 4585.296387
	Iteration 58Q: 3 clusters Score -845867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -845873.375000 Penalty: 4585.296387
	Iteration 59Q: 3 clusters Score -845873.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -845876.062500 Penalty: 4585.296387
	Iteration 60F: 3 clusters Score -845876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -845879.125000 Penalty: 4585.296387
	Iteration 61Q: 3 clusters Score -845879.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -845881.937500 Penalty: 4585.296387
	Iteration 62Q: 3 clusters Score -845881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -845887.312500 Penalty: 4585.296387
	Iteration 63Q: 3 clusters Score -845887.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -845890.062500 Penalty: 4585.296387
	Iteration 64Q: 3 clusters Score -845890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -845891.750000 Penalty: 4585.296387
	Iteration 65Q: 3 clusters Score -845891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -845899.875000 Penalty: 4585.296387
	Iteration 66Q: 3 clusters Score -845899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -845899.750000 Penalty: 4585.296387
	Iteration 67Q: 3 clusters Score -845899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -845900.812500 Penalty: 4585.296387
	Iteration 68Q: 3 clusters Score -845900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -845903.437500 Penalty: 4585.296387
	Iteration 69Q: 3 clusters Score -845903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -845906.062500 Penalty: 4585.296387
	Iteration 70Q: 3 clusters Score -845906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -845907.437500 Penalty: 4585.296387
	Iteration 71Q: 3 clusters Score -845907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -845909.312500 Penalty: 4585.296387
	Iteration 72Q: 3 clusters Score -845909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -845909.000000 Penalty: 4585.296387
	Iteration 73Q: 3 clusters Score -845909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -845909.000000 Penalty: 4585.296387
	Iteration 74F: 3 clusters Score -845909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (35422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Entering Unmasked Estep 
Score: -2902641.250000 Penalty: 2597.821777
	Iteration 0F: 2 clusters Score -2902641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2878507.250000 Penalty: 5195.643555
	Iteration 0F: 3 clusters Score -2878507 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2887463.500000 Penalty: 5195.643555
	Iteration 1F: 3 clusters Score -2887464 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2888057.500000 Penalty: 5195.643555
	Iteration 2Q: 3 clusters Score -2888058 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2888761.000000 Penalty: 5195.643555
	Iteration 3Q: 3 clusters Score -2888761 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2889593.750000 Penalty: 5195.643555
	Iteration 4Q: 3 clusters Score -2889594 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2890696.250000 Penalty: 5195.643555
	Iteration 5F: 3 clusters Score -2890696 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2892241.000000 Penalty: 5195.643555
	Iteration 6F: 3 clusters Score -2892241 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2894309.500000 Penalty: 5195.643555
	Iteration 7F: 3 clusters Score -2894310 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2896894.750000 Penalty: 5195.643555
	Iteration 8F: 3 clusters Score -2896895 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2900032.250000 Penalty: 5195.643555
	Iteration 9F: 3 clusters Score -2900032 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2903203.250000 Penalty: 5195.643555
	Iteration 10F: 3 clusters Score -2903203 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2904999.250000 Penalty: 5195.643555
	Iteration 11Q: 3 clusters Score -2904999 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2905854.500000 Penalty: 5195.643555
	Iteration 12Q: 3 clusters Score -2905854 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2906325.750000 Penalty: 5195.643555
	Iteration 13Q: 3 clusters Score -2906326 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2906674.500000 Penalty: 5195.643555
	Iteration 14Q: 3 clusters Score -2906674 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2906904.750000 Penalty: 5195.643555
	Iteration 15Q: 3 clusters Score -2906905 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2907051.750000 Penalty: 5195.643555
	Iteration 16Q: 3 clusters Score -2907052 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2907119.750000 Penalty: 5195.643555
	Iteration 17Q: 3 clusters Score -2907120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2907159.250000 Penalty: 5195.643555
	Iteration 18Q: 3 clusters Score -2907159 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2907185.500000 Penalty: 5195.643555
	Iteration 19Q: 3 clusters Score -2907186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2907183.250000 Penalty: 5195.643555
	Iteration 20F: 3 clusters Score -2907183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2907193.250000 Penalty: 5195.643555
	Iteration 21Q: 3 clusters Score -2907193 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2907199.500000 Penalty: 5195.643555
	Iteration 22Q: 3 clusters Score -2907200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2907202.250000 Penalty: 5195.643555
	Iteration 23Q: 3 clusters Score -2907202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2907208.500000 Penalty: 5195.643555
	Iteration 24Q: 3 clusters Score -2907208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2907210.000000 Penalty: 5195.643555
	Iteration 25Q: 3 clusters Score -2907210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2907217.500000 Penalty: 5195.643555
	Iteration 26Q: 3 clusters Score -2907218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2907220.000000 Penalty: 5195.643555
	Iteration 27Q: 3 clusters Score -2907220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2907224.500000 Penalty: 5195.643555
	Iteration 28Q: 3 clusters Score -2907224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2907226.750000 Penalty: 5195.643555
	Iteration 29Q: 3 clusters Score -2907227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2907229.250000 Penalty: 5195.643555
	Iteration 30Q: 3 clusters Score -2907229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2907226.250000 Penalty: 5195.643555
	Iteration 31Q: 3 clusters Score -2907226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2907228.250000 Penalty: 5195.643555
	Iteration 32Q: 3 clusters Score -2907228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2907224.500000 Penalty: 5195.643555
	Iteration 33Q: 3 clusters Score -2907224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2907227.000000 Penalty: 5195.643555
	Iteration 34Q: 3 clusters Score -2907227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2907227.500000 Penalty: 5195.643555
	Iteration 35Q: 3 clusters Score -2907228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2907227.250000 Penalty: 5195.643555
	Iteration 36Q: 3 clusters Score -2907227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2907227.250000 Penalty: 5195.643555
	Iteration 37F: 3 clusters Score -2907227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23282 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 12140 members 
Entering Unmasked Estep 
Score: -51161940.000000 Penalty: 159472.359375
Splitting cluster 17 changes total score from -51157980.000000 to -51161940.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 18 (15770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Entering Unmasked Estep 
Score: -1318789.875000 Penalty: 2397.134521
	Iteration 0F: 2 clusters Score -1318790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1307407.750000 Penalty: 4794.269043
	Iteration 0F: 3 clusters Score -1307408 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1311282.125000 Penalty: 4794.269043
	Iteration 1F: 3 clusters Score -1311282 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1312000.500000 Penalty: 4794.269043
	Iteration 2F: 3 clusters Score -1312000 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1312864.750000 Penalty: 4794.269043
	Iteration 3F: 3 clusters Score -1312865 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1313898.375000 Penalty: 4794.269043
	Iteration 4F: 3 clusters Score -1313898 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1314992.500000 Penalty: 4794.269043
	Iteration 5F: 3 clusters Score -1314992 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1315874.125000 Penalty: 4794.269043
	Iteration 6F: 3 clusters Score -1315874 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1316452.875000 Penalty: 4794.269043
	Iteration 7F: 3 clusters Score -1316453 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1316754.125000 Penalty: 4794.269043
	Iteration 8Q: 3 clusters Score -1316754 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1316908.625000 Penalty: 4794.269043
	Iteration 9Q: 3 clusters Score -1316909 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1317043.875000 Penalty: 4794.269043
	Iteration 10Q: 3 clusters Score -1317044 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1317160.875000 Penalty: 4794.269043
	Iteration 11Q: 3 clusters Score -1317161 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1317242.500000 Penalty: 4794.269043
	Iteration 12Q: 3 clusters Score -1317242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1317314.375000 Penalty: 4794.269043
	Iteration 13Q: 3 clusters Score -1317314 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1317367.000000 Penalty: 4794.269043
	Iteration 14Q: 3 clusters Score -1317367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1317407.500000 Penalty: 4794.269043
	Iteration 15Q: 3 clusters Score -1317408 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1317450.625000 Penalty: 4794.269043
	Iteration 16Q: 3 clusters Score -1317451 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1317495.000000 Penalty: 4794.269043
	Iteration 17Q: 3 clusters Score -1317495 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1317547.250000 Penalty: 4794.269043
	Iteration 18Q: 3 clusters Score -1317547 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1317589.250000 Penalty: 4794.269043
	Iteration 19Q: 3 clusters Score -1317589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1317619.500000 Penalty: 4794.269043
	Iteration 20F: 3 clusters Score -1317620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1317648.625000 Penalty: 4794.269043
	Iteration 21Q: 3 clusters Score -1317649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1317676.750000 Penalty: 4794.269043
	Iteration 22Q: 3 clusters Score -1317677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1317690.875000 Penalty: 4794.269043
	Iteration 23Q: 3 clusters Score -1317691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1317697.000000 Penalty: 4794.269043
	Iteration 24Q: 3 clusters Score -1317697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1317710.750000 Penalty: 4794.269043
	Iteration 25Q: 3 clusters Score -1317711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1317720.250000 Penalty: 4794.269043
	Iteration 26Q: 3 clusters Score -1317720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1317725.500000 Penalty: 4794.269043
	Iteration 27Q: 3 clusters Score -1317726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1317731.625000 Penalty: 4794.269043
	Iteration 28Q: 3 clusters Score -1317732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1317734.375000 Penalty: 4794.269043
	Iteration 29Q: 3 clusters Score -1317734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1317738.125000 Penalty: 4794.269043
	Iteration 30Q: 3 clusters Score -1317738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1317743.375000 Penalty: 4794.269043
	Iteration 31Q: 3 clusters Score -1317743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1317743.875000 Penalty: 4794.269043
	Iteration 32Q: 3 clusters Score -1317744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1317745.000000 Penalty: 4794.269043
	Iteration 33Q: 3 clusters Score -1317745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1317742.500000 Penalty: 4794.269043
	Iteration 34Q: 3 clusters Score -1317742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1317747.000000 Penalty: 4794.269043
	Iteration 35Q: 3 clusters Score -1317747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1317747.625000 Penalty: 4794.269043
	Iteration 36Q: 3 clusters Score -1317748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1317749.250000 Penalty: 4794.269043
	Iteration 37Q: 3 clusters Score -1317749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1317751.500000 Penalty: 4794.269043
	Iteration 38Q: 3 clusters Score -1317752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1317748.750000 Penalty: 4794.269043
	Iteration 39Q: 3 clusters Score -1317749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1317750.625000 Penalty: 4794.269043
	Iteration 40F: 3 clusters Score -1317751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1317749.750000 Penalty: 4794.269043
	Iteration 41Q: 3 clusters Score -1317750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1317749.875000 Penalty: 4794.269043
	Iteration 42Q: 3 clusters Score -1317750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1317751.625000 Penalty: 4794.269043
	Iteration 43Q: 3 clusters Score -1317752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1317751.500000 Penalty: 4794.269043
	Iteration 44Q: 3 clusters Score -1317752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1317750.750000 Penalty: 4794.269043
	Iteration 45Q: 3 clusters Score -1317751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1317752.250000 Penalty: 4794.269043
	Iteration 46Q: 3 clusters Score -1317752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1317752.500000 Penalty: 4794.269043
	Iteration 47Q: 3 clusters Score -1317752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1317751.750000 Penalty: 4794.269043
	Iteration 48Q: 3 clusters Score -1317752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1317750.625000 Penalty: 4794.269043
	Iteration 49Q: 3 clusters Score -1317751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1317750.750000 Penalty: 4794.269043
	Iteration 50Q: 3 clusters Score -1317751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1317750.750000 Penalty: 4794.269043
	Iteration 51F: 3 clusters Score -1317751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Entering Unmasked Estep 
Score: -5089428.500000 Penalty: 2733.188477
	Iteration 0F: 2 clusters Score -5089428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -5048465.500000 Penalty: 5466.376953
	Iteration 0F: 3 clusters Score -5048466 nChanged 28444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5064121.000000 Penalty: 5466.376953
	Iteration 1F: 3 clusters Score -5064121 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5064717.000000 Penalty: 5466.376953
	Iteration 2Q: 3 clusters Score -5064717 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5065279.000000 Penalty: 5466.376953
	Iteration 3Q: 3 clusters Score -5065279 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -5065841.000000 Penalty: 5466.376953
	Iteration 4Q: 3 clusters Score -5065841 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5066473.000000 Penalty: 5466.376953
	Iteration 5Q: 3 clusters Score -5066473 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5067262.500000 Penalty: 5466.376953
	Iteration 6Q: 3 clusters Score -5067262 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5068477.500000 Penalty: 5466.376953
	Iteration 7Q: 3 clusters Score -5068478 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5070306.500000 Penalty: 5466.376953
	Iteration 8F: 3 clusters Score -5070306 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -5073180.000000 Penalty: 5466.376953
	Iteration 9F: 3 clusters Score -5073180 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5076753.000000 Penalty: 5466.376953
	Iteration 10F: 3 clusters Score -5076753 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5080603.000000 Penalty: 5466.376953
	Iteration 11F: 3 clusters Score -5080603 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5083561.500000 Penalty: 5466.376953
	Iteration 12F: 3 clusters Score -5083562 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5085337.000000 Penalty: 5466.376953
	Iteration 13Q: 3 clusters Score -5085337 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5086173.000000 Penalty: 5466.376953
	Iteration 14Q: 3 clusters Score -5086173 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5086571.500000 Penalty: 5466.376953
	Iteration 15Q: 3 clusters Score -5086572 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5086791.500000 Penalty: 5466.376953
	Iteration 16Q: 3 clusters Score -5086792 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5086910.000000 Penalty: 5466.376953
	Iteration 17Q: 3 clusters Score -5086910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5086974.500000 Penalty: 5466.376953
	Iteration 18Q: 3 clusters Score -5086974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5087031.000000 Penalty: 5466.376953
	Iteration 19Q: 3 clusters Score -5087031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5087080.000000 Penalty: 5466.376953
	Iteration 20F: 3 clusters Score -5087080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5087110.000000 Penalty: 5466.376953
	Iteration 21Q: 3 clusters Score -5087110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5087128.500000 Penalty: 5466.376953
	Iteration 22Q: 3 clusters Score -5087128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5087137.500000 Penalty: 5466.376953
	Iteration 23Q: 3 clusters Score -5087138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5087145.500000 Penalty: 5466.376953
	Iteration 24Q: 3 clusters Score -5087146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5087147.000000 Penalty: 5466.376953
	Iteration 25Q: 3 clusters Score -5087147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5087155.500000 Penalty: 5466.376953
	Iteration 26Q: 3 clusters Score -5087156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5087160.500000 Penalty: 5466.376953
	Iteration 27Q: 3 clusters Score -5087160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5087168.500000 Penalty: 5466.376953
	Iteration 28Q: 3 clusters Score -5087168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5087164.000000 Penalty: 5466.376953
	Iteration 29Q: 3 clusters Score -5087164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5087166.500000 Penalty: 5466.376953
	Iteration 30Q: 3 clusters Score -5087166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5087166.000000 Penalty: 5466.376953
	Iteration 31Q: 3 clusters Score -5087166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5087167.000000 Penalty: 5466.376953
	Iteration 32Q: 3 clusters Score -5087167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5087173.000000 Penalty: 5466.376953
	Iteration 33Q: 3 clusters Score -5087173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5087177.000000 Penalty: 5466.376953
	Iteration 34Q: 3 clusters Score -5087177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5087179.500000 Penalty: 5466.376953
	Iteration 35Q: 3 clusters Score -5087180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5087195.000000 Penalty: 5466.376953
	Iteration 36Q: 3 clusters Score -5087195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5087205.500000 Penalty: 5466.376953
	Iteration 37Q: 3 clusters Score -5087206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5087215.500000 Penalty: 5466.376953
	Iteration 38Q: 3 clusters Score -5087216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5087214.000000 Penalty: 5466.376953
	Iteration 39Q: 3 clusters Score -5087214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5087220.000000 Penalty: 5466.376953
	Iteration 40F: 3 clusters Score -5087220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5087215.500000 Penalty: 5466.376953
	Iteration 41Q: 3 clusters Score -5087216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5087215.500000 Penalty: 5466.376953
	Iteration 42F: 3 clusters Score -5087216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -751653.937500 Penalty: 2250.083252
	Iteration 0F: 2 clusters Score -751653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -744835.437500 Penalty: 4500.166504
	Iteration 0F: 3 clusters Score -744835.4 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -746684.125000 Penalty: 4500.166504
	Iteration 1F: 3 clusters Score -746684.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -747027.812500 Penalty: 4500.166504
	Iteration 2F: 3 clusters Score -747027.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -747284.062500 Penalty: 4500.166504
	Iteration 3F: 3 clusters Score -747284.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -747486.875000 Penalty: 4500.166504
	Iteration 4Q: 3 clusters Score -747486.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -747690.125000 Penalty: 4500.166504
	Iteration 5Q: 3 clusters Score -747690.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -747894.250000 Penalty: 4500.166504
	Iteration 6Q: 3 clusters Score -747894.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -748085.875000 Penalty: 4500.166504
	Iteration 7Q: 3 clusters Score -748085.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -748284.312500 Penalty: 4500.166504
	Iteration 8Q: 3 clusters Score -748284.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -748509.187500 Penalty: 4500.166504
	Iteration 9Q: 3 clusters Score -748509.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -748720.625000 Penalty: 4500.166504
	Iteration 10Q: 3 clusters Score -748720.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -748888.125000 Penalty: 4500.166504
	Iteration 11Q: 3 clusters Score -748888.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -748993.750000 Penalty: 4500.166504
	Iteration 12Q: 3 clusters Score -748993.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -749064.625000 Penalty: 4500.166504
	Iteration 13Q: 3 clusters Score -749064.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -749115.375000 Penalty: 4500.166504
	Iteration 14Q: 3 clusters Score -749115.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -749142.375000 Penalty: 4500.166504
	Iteration 15Q: 3 clusters Score -749142.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -749160.375000 Penalty: 4500.166504
	Iteration 16Q: 3 clusters Score -749160.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -749172.687500 Penalty: 4500.166504
	Iteration 17Q: 3 clusters Score -749172.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -749184.937500 Penalty: 4500.166504
	Iteration 18Q: 3 clusters Score -749184.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -749195.062500 Penalty: 4500.166504
	Iteration 19Q: 3 clusters Score -749195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -749198.812500 Penalty: 4500.166504
	Iteration 20F: 3 clusters Score -749198.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -749207.187500 Penalty: 4500.166504
	Iteration 21Q: 3 clusters Score -749207.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -749215.875000 Penalty: 4500.166504
	Iteration 22Q: 3 clusters Score -749215.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -749221.500000 Penalty: 4500.166504
	Iteration 23Q: 3 clusters Score -749221.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -749226.187500 Penalty: 4500.166504
	Iteration 24Q: 3 clusters Score -749226.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -749230.937500 Penalty: 4500.166504
	Iteration 25Q: 3 clusters Score -749230.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -749234.812500 Penalty: 4500.166504
	Iteration 26Q: 3 clusters Score -749234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -749241.750000 Penalty: 4500.166504
	Iteration 27Q: 3 clusters Score -749241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -749244.687500 Penalty: 4500.166504
	Iteration 28Q: 3 clusters Score -749244.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -749250.250000 Penalty: 4500.166504
	Iteration 29Q: 3 clusters Score -749250.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -749255.312500 Penalty: 4500.166504
	Iteration 30Q: 3 clusters Score -749255.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -749262.187500 Penalty: 4500.166504
	Iteration 31Q: 3 clusters Score -749262.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -749269.250000 Penalty: 4500.166504
	Iteration 32Q: 3 clusters Score -749269.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -749273.437500 Penalty: 4500.166504
	Iteration 33Q: 3 clusters Score -749273.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -749280.312500 Penalty: 4500.166504
	Iteration 34Q: 3 clusters Score -749280.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -749287.500000 Penalty: 4500.166504
	Iteration 35Q: 3 clusters Score -749287.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -749291.000000 Penalty: 4500.166504
	Iteration 36Q: 3 clusters Score -749291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -749296.187500 Penalty: 4500.166504
	Iteration 37Q: 3 clusters Score -749296.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -749300.625000 Penalty: 4500.166504
	Iteration 38Q: 3 clusters Score -749300.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -749303.687500 Penalty: 4500.166504
	Iteration 39Q: 3 clusters Score -749303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -749306.437500 Penalty: 4500.166504
	Iteration 40F: 3 clusters Score -749306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -749305.562500 Penalty: 4500.166504
	Iteration 41Q: 3 clusters Score -749305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -749307.000000 Penalty: 4500.166504
	Iteration 42Q: 3 clusters Score -749307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -749311.500000 Penalty: 4500.166504
	Iteration 43Q: 3 clusters Score -749311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -749313.437500 Penalty: 4500.166504
	Iteration 44Q: 3 clusters Score -749313.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -749317.750000 Penalty: 4500.166504
	Iteration 45Q: 3 clusters Score -749317.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -749321.812500 Penalty: 4500.166504
	Iteration 46Q: 3 clusters Score -749321.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -749328.875000 Penalty: 4500.166504
	Iteration 47Q: 3 clusters Score -749328.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -749333.875000 Penalty: 4500.166504
	Iteration 48Q: 3 clusters Score -749333.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -749336.000000 Penalty: 4500.166504
	Iteration 49Q: 3 clusters Score -749336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -749338.125000 Penalty: 4500.166504
	Iteration 50Q: 3 clusters Score -749338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -749341.312500 Penalty: 4500.166504
	Iteration 51Q: 3 clusters Score -749341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -749342.062500 Penalty: 4500.166504
	Iteration 52Q: 3 clusters Score -749342.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -749346.500000 Penalty: 4500.166504
	Iteration 53Q: 3 clusters Score -749346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -749347.437500 Penalty: 4500.166504
	Iteration 54Q: 3 clusters Score -749347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -749347.687500 Penalty: 4500.166504
	Iteration 55Q: 3 clusters Score -749347.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -749349.375000 Penalty: 4500.166504
	Iteration 56Q: 3 clusters Score -749349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -749353.562500 Penalty: 4500.166504
	Iteration 57Q: 3 clusters Score -749353.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -749356.500000 Penalty: 4500.166504
	Iteration 58Q: 3 clusters Score -749356.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -749357.000000 Penalty: 4500.166504
	Iteration 59Q: 3 clusters Score -749357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -749357.312500 Penalty: 4500.166504
	Iteration 60F: 3 clusters Score -749357.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -749359.812500 Penalty: 4500.166504
	Iteration 61Q: 3 clusters Score -749359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -749362.125000 Penalty: 4500.166504
	Iteration 62Q: 3 clusters Score -749362.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -749363.875000 Penalty: 4500.166504
	Iteration 63Q: 3 clusters Score -749363.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -749366.000000 Penalty: 4500.166504
	Iteration 64Q: 3 clusters Score -749366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -749367.125000 Penalty: 4500.166504
	Iteration 65Q: 3 clusters Score -749367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -749369.250000 Penalty: 4500.166504
	Iteration 66Q: 3 clusters Score -749369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -749369.125000 Penalty: 4500.166504
	Iteration 67Q: 3 clusters Score -749369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -749369.000000 Penalty: 4500.166504
	Iteration 68Q: 3 clusters Score -749369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -749370.812500 Penalty: 4500.166504
	Iteration 69Q: 3 clusters Score -749370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -749370.750000 Penalty: 4500.166504
	Iteration 70Q: 3 clusters Score -749370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -749370.312500 Penalty: 4500.166504
	Iteration 71Q: 3 clusters Score -749370.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -749370.312500 Penalty: 4500.166504
	Iteration 72F: 3 clusters Score -749370.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -759386.875000 Penalty: 2270.711670
	Iteration 0F: 2 clusters Score -759386.9 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 4824 members 
Entering Unmasked Estep 
Score: -752072.375000 Penalty: 4541.423340
	Iteration 0F: 3 clusters Score -752072.4 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -754562.187500 Penalty: 4541.423340
	Iteration 1F: 3 clusters Score -754562.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -755305.000000 Penalty: 4541.423340
	Iteration 2F: 3 clusters Score -755305 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -755810.750000 Penalty: 4541.423340
	Iteration 3F: 3 clusters Score -755810.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -756162.187500 Penalty: 4541.423340
	Iteration 4F: 3 clusters Score -756162.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -756464.312500 Penalty: 4541.423340
	Iteration 5Q: 3 clusters Score -756464.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -756760.062500 Penalty: 4541.423340
	Iteration 6Q: 3 clusters Score -756760.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -757050.250000 Penalty: 4541.423340
	Iteration 7Q: 3 clusters Score -757050.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -757306.437500 Penalty: 4541.423340
	Iteration 8Q: 3 clusters Score -757306.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -757472.125000 Penalty: 4541.423340
	Iteration 9Q: 3 clusters Score -757472.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -757595.687500 Penalty: 4541.423340
	Iteration 10Q: 3 clusters Score -757595.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -757685.687500 Penalty: 4541.423340
	Iteration 11Q: 3 clusters Score -757685.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -757764.625000 Penalty: 4541.423340
	Iteration 12Q: 3 clusters Score -757764.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -757827.000000 Penalty: 4541.423340
	Iteration 13Q: 3 clusters Score -757827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -757875.375000 Penalty: 4541.423340
	Iteration 14Q: 3 clusters Score -757875.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -757924.312500 Penalty: 4541.423340
	Iteration 15Q: 3 clusters Score -757924.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -757966.312500 Penalty: 4541.423340
	Iteration 16Q: 3 clusters Score -757966.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -758016.625000 Penalty: 4541.423340
	Iteration 17Q: 3 clusters Score -758016.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -758056.500000 Penalty: 4541.423340
	Iteration 18Q: 3 clusters Score -758056.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -758092.375000 Penalty: 4541.423340
	Iteration 19Q: 3 clusters Score -758092.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -758132.500000 Penalty: 4541.423340
	Iteration 20F: 3 clusters Score -758132.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -758187.625000 Penalty: 4541.423340
	Iteration 21Q: 3 clusters Score -758187.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -758230.000000 Penalty: 4541.423340
	Iteration 22Q: 3 clusters Score -758230 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -758257.062500 Penalty: 4541.423340
	Iteration 23Q: 3 clusters Score -758257.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -758272.937500 Penalty: 4541.423340
	Iteration 24Q: 3 clusters Score -758272.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -758292.187500 Penalty: 4541.423340
	Iteration 25Q: 3 clusters Score -758292.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -758309.625000 Penalty: 4541.423340
	Iteration 26Q: 3 clusters Score -758309.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -758322.937500 Penalty: 4541.423340
	Iteration 27Q: 3 clusters Score -758322.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -758334.312500 Penalty: 4541.423340
	Iteration 28Q: 3 clusters Score -758334.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -758347.250000 Penalty: 4541.423340
	Iteration 29Q: 3 clusters Score -758347.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -758365.937500 Penalty: 4541.423340
	Iteration 30Q: 3 clusters Score -758365.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -758383.000000 Penalty: 4541.423340
	Iteration 31Q: 3 clusters Score -758383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -758397.625000 Penalty: 4541.423340
	Iteration 32Q: 3 clusters Score -758397.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -758407.312500 Penalty: 4541.423340
	Iteration 33Q: 3 clusters Score -758407.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -758414.875000 Penalty: 4541.423340
	Iteration 34Q: 3 clusters Score -758414.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -758422.250000 Penalty: 4541.423340
	Iteration 35Q: 3 clusters Score -758422.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -758426.625000 Penalty: 4541.423340
	Iteration 36Q: 3 clusters Score -758426.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -758432.312500 Penalty: 4541.423340
	Iteration 37Q: 3 clusters Score -758432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -758437.125000 Penalty: 4541.423340
	Iteration 38Q: 3 clusters Score -758437.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -758445.125000 Penalty: 4541.423340
	Iteration 39Q: 3 clusters Score -758445.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -758454.187500 Penalty: 4541.423340
	Iteration 40F: 3 clusters Score -758454.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -758460.187500 Penalty: 4541.423340
	Iteration 41Q: 3 clusters Score -758460.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -758462.312500 Penalty: 4541.423340
	Iteration 42Q: 3 clusters Score -758462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -758465.625000 Penalty: 4541.423340
	Iteration 43Q: 3 clusters Score -758465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -758472.812500 Penalty: 4541.423340
	Iteration 44Q: 3 clusters Score -758472.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -758477.125000 Penalty: 4541.423340
	Iteration 45Q: 3 clusters Score -758477.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -758486.875000 Penalty: 4541.423340
	Iteration 46Q: 3 clusters Score -758486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -758495.062500 Penalty: 4541.423340
	Iteration 47Q: 3 clusters Score -758495.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -758512.250000 Penalty: 4541.423340
	Iteration 48Q: 3 clusters Score -758512.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -758541.937500 Penalty: 4541.423340
	Iteration 49Q: 3 clusters Score -758541.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -758560.312500 Penalty: 4541.423340
	Iteration 50Q: 3 clusters Score -758560.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -758571.187500 Penalty: 4541.423340
	Iteration 51Q: 3 clusters Score -758571.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -758578.687500 Penalty: 4541.423340
	Iteration 52Q: 3 clusters Score -758578.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -758582.125000 Penalty: 4541.423340
	Iteration 53Q: 3 clusters Score -758582.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -758588.562500 Penalty: 4541.423340
	Iteration 54Q: 3 clusters Score -758588.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -758593.750000 Penalty: 4541.423340
	Iteration 55Q: 3 clusters Score -758593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -758595.312500 Penalty: 4541.423340
	Iteration 56Q: 3 clusters Score -758595.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -758600.437500 Penalty: 4541.423340
	Iteration 57Q: 3 clusters Score -758600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -758602.375000 Penalty: 4541.423340
	Iteration 58Q: 3 clusters Score -758602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -758602.687500 Penalty: 4541.423340
	Iteration 59Q: 3 clusters Score -758602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -758604.687500 Penalty: 4541.423340
	Iteration 60F: 3 clusters Score -758604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -758604.187500 Penalty: 4541.423340
	Iteration 61Q: 3 clusters Score -758604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -758604.625000 Penalty: 4541.423340
	Iteration 62Q: 3 clusters Score -758604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -758604.625000 Penalty: 4541.423340
	Iteration 63F: 3 clusters Score -758604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -53727.722656 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -53727.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52092.777344 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -52092.78 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -52282.191406 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -52282.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52329.156250 Penalty: 3224.639648
	Iteration 2Q: 3 clusters Score -52329.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52352.121094 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -52352.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -52366.667969 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -52366.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -52383.078125 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -52383.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52390.699219 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -52390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -52393.980469 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -52393.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52394.851562 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -52394.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52398.761719 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -52398.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -52398.761719 Penalty: 3224.639648
	Iteration 10F: 3 clusters Score -52398.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -65016.035156 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -65016.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63232.570312 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -63232.57 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63445.875000 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -63445.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63542.531250 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -63542.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63599.335938 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -63599.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63633.195312 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -63633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63654.296875 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -63654.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63684.355469 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -63684.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63702.851562 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -63702.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63712.265625 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -63712.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63714.730469 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -63714.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63715.710938 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -63715.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63716.429688 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -63716.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63719.769531 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -63719.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63723.035156 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -63723.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63724.582031 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -63724.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63724.582031 Penalty: 3332.630615
	Iteration 15F: 3 clusters Score -63724.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Entering Unmasked Estep 
Score: -530606.250000 Penalty: 2212.422119
	Iteration 0F: 2 clusters Score -530606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -524579.750000 Penalty: 4424.844238
	Iteration 0F: 3 clusters Score -524579.8 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -527133.625000 Penalty: 4424.844238
	Iteration 1F: 3 clusters Score -527133.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -528030.375000 Penalty: 4424.844238
	Iteration 2F: 3 clusters Score -528030.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -528553.062500 Penalty: 4424.844238
	Iteration 3F: 3 clusters Score -528553.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -529061.437500 Penalty: 4424.844238
	Iteration 4F: 3 clusters Score -529061.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -529618.687500 Penalty: 4424.844238
	Iteration 5F: 3 clusters Score -529618.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -530202.187500 Penalty: 4424.844238
	Iteration 6F: 3 clusters Score -530202.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -530680.375000 Penalty: 4424.844238
	Iteration 7F: 3 clusters Score -530680.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -531127.312500 Penalty: 4424.844238
	Iteration 8Q: 3 clusters Score -531127.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -531571.000000 Penalty: 4424.844238
	Iteration 9Q: 3 clusters Score -531571 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -532010.562500 Penalty: 4424.844238
	Iteration 10Q: 3 clusters Score -532010.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -532380.000000 Penalty: 4424.844238
	Iteration 11Q: 3 clusters Score -532380 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -532622.250000 Penalty: 4424.844238
	Iteration 12Q: 3 clusters Score -532622.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -532770.062500 Penalty: 4424.844238
	Iteration 13Q: 3 clusters Score -532770.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -532876.250000 Penalty: 4424.844238
	Iteration 14Q: 3 clusters Score -532876.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -532935.312500 Penalty: 4424.844238
	Iteration 15Q: 3 clusters Score -532935.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -532972.250000 Penalty: 4424.844238
	Iteration 16Q: 3 clusters Score -532972.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -533003.687500 Penalty: 4424.844238
	Iteration 17Q: 3 clusters Score -533003.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -533030.187500 Penalty: 4424.844238
	Iteration 18Q: 3 clusters Score -533030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -533042.375000 Penalty: 4424.844238
	Iteration 19Q: 3 clusters Score -533042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -533055.187500 Penalty: 4424.844238
	Iteration 20F: 3 clusters Score -533055.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -533062.062500 Penalty: 4424.844238
	Iteration 21Q: 3 clusters Score -533062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -533067.500000 Penalty: 4424.844238
	Iteration 22Q: 3 clusters Score -533067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -533070.812500 Penalty: 4424.844238
	Iteration 23Q: 3 clusters Score -533070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -533071.562500 Penalty: 4424.844238
	Iteration 24Q: 3 clusters Score -533071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -533071.562500 Penalty: 4424.844238
	Iteration 25F: 3 clusters Score -533071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23282 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 12140 members 
Mstep: Class 49 contains 748 members 
Entering Unmasked Estep 
Score: -51163140.000000 Penalty: 162794.703125
Splitting cluster 24 changes total score from -51157980.000000 to -51163140.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 25 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -124248.148438 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -124248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -121851.117188 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -121851.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -122222.500000 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -122222.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -122332.031250 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -122332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -122405.804688 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -122405.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -122455.734375 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -122455.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -122486.726562 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -122486.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -122501.007812 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -122501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -122505.171875 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -122505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -122512.867188 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -122512.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -122517.859375 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -122517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122524.281250 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -122524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122529.968750 Penalty: 3672.522461
	Iteration 11Q: 3 clusters Score -122530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122532.203125 Penalty: 3672.522461
	Iteration 12Q: 3 clusters Score -122532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122535.054688 Penalty: 3672.522461
	Iteration 13Q: 3 clusters Score -122535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122536.906250 Penalty: 3672.522461
	Iteration 14Q: 3 clusters Score -122536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122540.234375 Penalty: 3672.522461
	Iteration 15Q: 3 clusters Score -122540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122541.820312 Penalty: 3672.522461
	Iteration 16Q: 3 clusters Score -122541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -122543.132812 Penalty: 3672.522461
	Iteration 17Q: 3 clusters Score -122543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122543.515625 Penalty: 3672.522461
	Iteration 18Q: 3 clusters Score -122543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122543.515625 Penalty: 3672.522461
	Iteration 19F: 3 clusters Score -122543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -312838.031250 Penalty: 2055.182373
	Iteration 0F: 2 clusters Score -312838 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 1967 members 
Entering Unmasked Estep 
Score: -308926.062500 Penalty: 4110.364746
	Iteration 0F: 3 clusters Score -308926.1 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -309867.312500 Penalty: 4110.364746
	Iteration 1F: 3 clusters Score -309867.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -310193.656250 Penalty: 4110.364746
	Iteration 2F: 3 clusters Score -310193.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -310493.781250 Penalty: 4110.364746
	Iteration 3F: 3 clusters Score -310493.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -310726.593750 Penalty: 4110.364746
	Iteration 4F: 3 clusters Score -310726.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -310918.218750 Penalty: 4110.364746
	Iteration 5F: 3 clusters Score -310918.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -311076.000000 Penalty: 4110.364746
	Iteration 6Q: 3 clusters Score -311076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -311220.750000 Penalty: 4110.364746
	Iteration 7Q: 3 clusters Score -311220.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -311326.343750 Penalty: 4110.364746
	Iteration 8Q: 3 clusters Score -311326.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -311391.187500 Penalty: 4110.364746
	Iteration 9Q: 3 clusters Score -311391.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -311450.718750 Penalty: 4110.364746
	Iteration 10Q: 3 clusters Score -311450.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -311504.156250 Penalty: 4110.364746
	Iteration 11Q: 3 clusters Score -311504.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -311560.562500 Penalty: 4110.364746
	Iteration 12Q: 3 clusters Score -311560.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -311601.437500 Penalty: 4110.364746
	Iteration 13Q: 3 clusters Score -311601.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -311619.125000 Penalty: 4110.364746
	Iteration 14Q: 3 clusters Score -311619.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -311631.937500 Penalty: 4110.364746
	Iteration 15Q: 3 clusters Score -311631.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -311644.625000 Penalty: 4110.364746
	Iteration 16Q: 3 clusters Score -311644.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -311651.656250 Penalty: 4110.364746
	Iteration 17Q: 3 clusters Score -311651.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -311662.625000 Penalty: 4110.364746
	Iteration 18Q: 3 clusters Score -311662.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -311668.156250 Penalty: 4110.364746
	Iteration 19Q: 3 clusters Score -311668.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -311672.562500 Penalty: 4110.364746
	Iteration 20F: 3 clusters Score -311672.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -311677.062500 Penalty: 4110.364746
	Iteration 21Q: 3 clusters Score -311677.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -311681.500000 Penalty: 4110.364746
	Iteration 22Q: 3 clusters Score -311681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -311689.468750 Penalty: 4110.364746
	Iteration 23Q: 3 clusters Score -311689.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -311702.312500 Penalty: 4110.364746
	Iteration 24Q: 3 clusters Score -311702.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -311710.250000 Penalty: 4110.364746
	Iteration 25Q: 3 clusters Score -311710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -311717.843750 Penalty: 4110.364746
	Iteration 26Q: 3 clusters Score -311717.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -311726.562500 Penalty: 4110.364746
	Iteration 27Q: 3 clusters Score -311726.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -311735.656250 Penalty: 4110.364746
	Iteration 28Q: 3 clusters Score -311735.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -311742.281250 Penalty: 4110.364746
	Iteration 29Q: 3 clusters Score -311742.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -311751.093750 Penalty: 4110.364746
	Iteration 30Q: 3 clusters Score -311751.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -311765.000000 Penalty: 4110.364746
	Iteration 31Q: 3 clusters Score -311765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -311780.812500 Penalty: 4110.364746
	Iteration 32Q: 3 clusters Score -311780.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -311806.156250 Penalty: 4110.364746
	Iteration 33Q: 3 clusters Score -311806.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -311842.531250 Penalty: 4110.364746
	Iteration 34Q: 3 clusters Score -311842.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -311900.812500 Penalty: 4110.364746
	Iteration 35Q: 3 clusters Score -311900.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -311992.750000 Penalty: 4110.364746
	Iteration 36Q: 3 clusters Score -311992.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -312164.625000 Penalty: 4110.364746
	Iteration 37Q: 3 clusters Score -312164.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -312447.125000 Penalty: 4110.364746
	Iteration 38Q: 3 clusters Score -312447.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -312712.500000 Penalty: 4110.364746
	Iteration 39Q: 3 clusters Score -312712.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -312924.062500 Penalty: 4110.364746
	Iteration 40F: 3 clusters Score -312924.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -313077.125000 Penalty: 4110.364746
	Iteration 41Q: 3 clusters Score -313077.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -313165.562500 Penalty: 4110.364746
	Iteration 42Q: 3 clusters Score -313165.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -313197.812500 Penalty: 4110.364746
	Iteration 43Q: 3 clusters Score -313197.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -313211.156250 Penalty: 4110.364746
	Iteration 44Q: 3 clusters Score -313211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -313217.156250 Penalty: 4110.364746
	Iteration 45Q: 3 clusters Score -313217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -313221.062500 Penalty: 4110.364746
	Iteration 46Q: 3 clusters Score -313221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -313224.875000 Penalty: 4110.364746
	Iteration 47Q: 3 clusters Score -313224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -313227.750000 Penalty: 4110.364746
	Iteration 48Q: 3 clusters Score -313227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -313230.437500 Penalty: 4110.364746
	Iteration 49Q: 3 clusters Score -313230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -313231.093750 Penalty: 4110.364746
	Iteration 50Q: 3 clusters Score -313231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -313231.968750 Penalty: 4110.364746
	Iteration 51Q: 3 clusters Score -313232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -313233.000000 Penalty: 4110.364746
	Iteration 52Q: 3 clusters Score -313233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -313235.750000 Penalty: 4110.364746
	Iteration 53Q: 3 clusters Score -313235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -313236.906250 Penalty: 4110.364746
	Iteration 54Q: 3 clusters Score -313236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -313238.625000 Penalty: 4110.364746
	Iteration 55Q: 3 clusters Score -313238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -313242.625000 Penalty: 4110.364746
	Iteration 56Q: 3 clusters Score -313242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -313249.187500 Penalty: 4110.364746
	Iteration 57Q: 3 clusters Score -313249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -313256.531250 Penalty: 4110.364746
	Iteration 58Q: 3 clusters Score -313256.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -313260.656250 Penalty: 4110.364746
	Iteration 59Q: 3 clusters Score -313260.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -313265.000000 Penalty: 4110.364746
	Iteration 60F: 3 clusters Score -313265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -313267.750000 Penalty: 4110.364746
	Iteration 61Q: 3 clusters Score -313267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -313269.218750 Penalty: 4110.364746
	Iteration 62Q: 3 clusters Score -313269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -313271.312500 Penalty: 4110.364746
	Iteration 63Q: 3 clusters Score -313271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -313271.906250 Penalty: 4110.364746
	Iteration 64Q: 3 clusters Score -313271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -313272.062500 Penalty: 4110.364746
	Iteration 65Q: 3 clusters Score -313272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -313272.062500 Penalty: 4110.364746
	Iteration 66F: 3 clusters Score -313272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23282 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 12140 members 
Mstep: Class 49 contains 748 members 
Mstep: Class 50 contains 1788 members 
Entering Unmasked Estep 
Score: -51162376.000000 Penalty: 166117.046875
Splitting cluster 26 changes total score from -51157980.000000 to -51162376.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 27 (17074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Entering Unmasked Estep 
Score: -1409368.000000 Penalty: 2416.837402
	Iteration 0F: 2 clusters Score -1409368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1397255.000000 Penalty: 4833.674805
	Iteration 0F: 3 clusters Score -1397255 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1401405.875000 Penalty: 4833.674805
	Iteration 1F: 3 clusters Score -1401406 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1401867.375000 Penalty: 4833.674805
	Iteration 2F: 3 clusters Score -1401867 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1402277.500000 Penalty: 4833.674805
	Iteration 3F: 3 clusters Score -1402278 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1402698.000000 Penalty: 4833.674805
	Iteration 4F: 3 clusters Score -1402698 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1403153.250000 Penalty: 4833.674805
	Iteration 5F: 3 clusters Score -1403153 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1403649.875000 Penalty: 4833.674805
	Iteration 6F: 3 clusters Score -1403650 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1404157.375000 Penalty: 4833.674805
	Iteration 7F: 3 clusters Score -1404157 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1404699.500000 Penalty: 4833.674805
	Iteration 8Q: 3 clusters Score -1404700 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1405183.000000 Penalty: 4833.674805
	Iteration 9Q: 3 clusters Score -1405183 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1405637.875000 Penalty: 4833.674805
	Iteration 10Q: 3 clusters Score -1405638 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1406028.625000 Penalty: 4833.674805
	Iteration 11Q: 3 clusters Score -1406029 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1406337.125000 Penalty: 4833.674805
	Iteration 12Q: 3 clusters Score -1406337 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1406570.125000 Penalty: 4833.674805
	Iteration 13Q: 3 clusters Score -1406570 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1406732.500000 Penalty: 4833.674805
	Iteration 14Q: 3 clusters Score -1406732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1406855.375000 Penalty: 4833.674805
	Iteration 15Q: 3 clusters Score -1406855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1406960.000000 Penalty: 4833.674805
	Iteration 16Q: 3 clusters Score -1406960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1407037.875000 Penalty: 4833.674805
	Iteration 17Q: 3 clusters Score -1407038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1407096.375000 Penalty: 4833.674805
	Iteration 18Q: 3 clusters Score -1407096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1407153.375000 Penalty: 4833.674805
	Iteration 19Q: 3 clusters Score -1407153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1407185.750000 Penalty: 4833.674805
	Iteration 20F: 3 clusters Score -1407186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1407209.000000 Penalty: 4833.674805
	Iteration 21Q: 3 clusters Score -1407209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1407237.750000 Penalty: 4833.674805
	Iteration 22Q: 3 clusters Score -1407238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1407253.125000 Penalty: 4833.674805
	Iteration 23Q: 3 clusters Score -1407253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1407264.250000 Penalty: 4833.674805
	Iteration 24Q: 3 clusters Score -1407264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1407271.000000 Penalty: 4833.674805
	Iteration 25Q: 3 clusters Score -1407271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1407275.875000 Penalty: 4833.674805
	Iteration 26Q: 3 clusters Score -1407276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1407283.625000 Penalty: 4833.674805
	Iteration 27Q: 3 clusters Score -1407284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1407290.625000 Penalty: 4833.674805
	Iteration 28Q: 3 clusters Score -1407291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1407295.375000 Penalty: 4833.674805
	Iteration 29Q: 3 clusters Score -1407295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1407297.125000 Penalty: 4833.674805
	Iteration 30Q: 3 clusters Score -1407297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1407297.250000 Penalty: 4833.674805
	Iteration 31Q: 3 clusters Score -1407297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1407297.250000 Penalty: 4833.674805
	Iteration 32F: 3 clusters Score -1407297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -206793.421875 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -206793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -203512.187500 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -203512.2 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -204381.093750 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -204381.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -204811.031250 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -204811 nChanged 275
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: -205253.593750 Penalty: 3980.656250
	Iteration 3F: 3 clusters Score -205253.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -205522.546875 Penalty: 3980.656250
	Iteration 4F: 3 clusters Score -205522.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -205680.296875 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -205680.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -205800.781250 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -205800.8 nChanged 98
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: -205897.734375 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -205897.7 nChanged 80
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: -205967.250000 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -205967.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -206029.765625 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -206029.8 nChanged 57
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: -206081.093750 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -206081.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -206132.750000 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -206132.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -206204.578125 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -206204.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -206275.546875 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -206275.5 nChanged 47
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: -206322.875000 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -206322.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -206364.515625 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -206364.5 nChanged 34
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: -206392.046875 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -206392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -206414.437500 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -206414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -206426.843750 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -206426.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -206436.015625 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -206436 nChanged 14
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: -206447.296875 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -206447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -206453.703125 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -206453.7 nChanged 10
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: -206463.296875 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -206463.3 nChanged 14
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: -206475.671875 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -206475.7 nChanged 11
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: -206480.140625 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -206480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -206482.203125 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -206482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -206483.625000 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -206483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -206483.625000 Penalty: 3980.656250
	Iteration 27F: 3 clusters Score -206483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Entering Unmasked Estep 
Score: -4689204.500000 Penalty: 2717.564697
	Iteration 0F: 2 clusters Score -4689204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -4650903.000000 Penalty: 5435.129395
	Iteration 0F: 3 clusters Score -4650903 nChanged 26595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -4665842.000000 Penalty: 5435.129395
	Iteration 1F: 3 clusters Score -4665842 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4666804.000000 Penalty: 5435.129395
	Iteration 2Q: 3 clusters Score -4666804 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4668263.500000 Penalty: 5435.129395
	Iteration 3F: 3 clusters Score -4668264 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4670339.500000 Penalty: 5435.129395
	Iteration 4F: 3 clusters Score -4670340 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4673158.000000 Penalty: 5435.129395
	Iteration 5F: 3 clusters Score -4673158 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4676254.500000 Penalty: 5435.129395
	Iteration 6F: 3 clusters Score -4676254 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4678884.000000 Penalty: 5435.129395
	Iteration 7F: 3 clusters Score -4678884 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4681098.000000 Penalty: 5435.129395
	Iteration 8F: 3 clusters Score -4681098 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4682817.500000 Penalty: 5435.129395
	Iteration 9Q: 3 clusters Score -4682818 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4684274.500000 Penalty: 5435.129395
	Iteration 10Q: 3 clusters Score -4684274 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4685308.500000 Penalty: 5435.129395
	Iteration 11Q: 3 clusters Score -4685308 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4685948.000000 Penalty: 5435.129395
	Iteration 12Q: 3 clusters Score -4685948 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4686289.500000 Penalty: 5435.129395
	Iteration 13Q: 3 clusters Score -4686290 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4686482.000000 Penalty: 5435.129395
	Iteration 14Q: 3 clusters Score -4686482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4686609.500000 Penalty: 5435.129395
	Iteration 15Q: 3 clusters Score -4686610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4686692.000000 Penalty: 5435.129395
	Iteration 16Q: 3 clusters Score -4686692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4686740.500000 Penalty: 5435.129395
	Iteration 17Q: 3 clusters Score -4686740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57006 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4686768.500000 Penalty: 5435.129395
	Iteration 18Q: 3 clusters Score -4686768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4686790.500000 Penalty: 5435.129395
	Iteration 19Q: 3 clusters Score -4686790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4686804.500000 Penalty: 5435.129395
	Iteration 20F: 3 clusters Score -4686804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4686826.000000 Penalty: 5435.129395
	Iteration 21Q: 3 clusters Score -4686826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4686844.500000 Penalty: 5435.129395
	Iteration 22Q: 3 clusters Score -4686844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4686849.500000 Penalty: 5435.129395
	Iteration 23Q: 3 clusters Score -4686850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4686854.500000 Penalty: 5435.129395
	Iteration 24Q: 3 clusters Score -4686854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4686858.500000 Penalty: 5435.129395
	Iteration 25Q: 3 clusters Score -4686858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4686858.500000 Penalty: 5435.129395
	Iteration 26Q: 3 clusters Score -4686858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4686860.500000 Penalty: 5435.129395
	Iteration 27Q: 3 clusters Score -4686860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4686860.500000 Penalty: 5435.129395
	Iteration 28Q: 3 clusters Score -4686860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4686860.500000 Penalty: 5435.129395
	Iteration 29F: 3 clusters Score -4686860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -1840915.000000 Penalty: 2474.357910
	Iteration 0F: 2 clusters Score -1840915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1825792.875000 Penalty: 4948.715820
	Iteration 0F: 3 clusters Score -1825793 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1830886.375000 Penalty: 4948.715820
	Iteration 1F: 3 clusters Score -1830886 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1831311.750000 Penalty: 4948.715820
	Iteration 2F: 3 clusters Score -1831312 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1831722.625000 Penalty: 4948.715820
	Iteration 3Q: 3 clusters Score -1831723 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1832196.875000 Penalty: 4948.715820
	Iteration 4Q: 3 clusters Score -1832197 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1832736.000000 Penalty: 4948.715820
	Iteration 5Q: 3 clusters Score -1832736 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1833446.250000 Penalty: 4948.715820
	Iteration 6F: 3 clusters Score -1833446 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1834305.625000 Penalty: 4948.715820
	Iteration 7F: 3 clusters Score -1834306 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1835251.625000 Penalty: 4948.715820
	Iteration 8F: 3 clusters Score -1835252 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1836121.250000 Penalty: 4948.715820
	Iteration 9F: 3 clusters Score -1836121 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1836754.125000 Penalty: 4948.715820
	Iteration 10F: 3 clusters Score -1836754 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1837195.250000 Penalty: 4948.715820
	Iteration 11Q: 3 clusters Score -1837195 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1837482.250000 Penalty: 4948.715820
	Iteration 12Q: 3 clusters Score -1837482 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1837750.250000 Penalty: 4948.715820
	Iteration 13Q: 3 clusters Score -1837750 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1837968.625000 Penalty: 4948.715820
	Iteration 14Q: 3 clusters Score -1837969 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1838167.625000 Penalty: 4948.715820
	Iteration 15Q: 3 clusters Score -1838168 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1838342.000000 Penalty: 4948.715820
	Iteration 16Q: 3 clusters Score -1838342 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1838494.250000 Penalty: 4948.715820
	Iteration 17Q: 3 clusters Score -1838494 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1838615.000000 Penalty: 4948.715820
	Iteration 18Q: 3 clusters Score -1838615 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1838720.750000 Penalty: 4948.715820
	Iteration 19Q: 3 clusters Score -1838721 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1838812.750000 Penalty: 4948.715820
	Iteration 20F: 3 clusters Score -1838813 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1838896.125000 Penalty: 4948.715820
	Iteration 21Q: 3 clusters Score -1838896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1838954.000000 Penalty: 4948.715820
	Iteration 22Q: 3 clusters Score -1838954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1838997.625000 Penalty: 4948.715820
	Iteration 23Q: 3 clusters Score -1838998 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1839031.750000 Penalty: 4948.715820
	Iteration 24Q: 3 clusters Score -1839032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1839059.000000 Penalty: 4948.715820
	Iteration 25Q: 3 clusters Score -1839059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1839067.375000 Penalty: 4948.715820
	Iteration 26Q: 3 clusters Score -1839067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1839087.750000 Penalty: 4948.715820
	Iteration 27Q: 3 clusters Score -1839088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1839105.375000 Penalty: 4948.715820
	Iteration 28Q: 3 clusters Score -1839105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1839125.250000 Penalty: 4948.715820
	Iteration 29Q: 3 clusters Score -1839125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1839137.625000 Penalty: 4948.715820
	Iteration 30Q: 3 clusters Score -1839138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1839143.250000 Penalty: 4948.715820
	Iteration 31Q: 3 clusters Score -1839143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1839156.125000 Penalty: 4948.715820
	Iteration 32Q: 3 clusters Score -1839156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1839160.250000 Penalty: 4948.715820
	Iteration 33Q: 3 clusters Score -1839160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1839166.875000 Penalty: 4948.715820
	Iteration 34Q: 3 clusters Score -1839167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1839170.750000 Penalty: 4948.715820
	Iteration 35Q: 3 clusters Score -1839171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1839172.375000 Penalty: 4948.715820
	Iteration 36Q: 3 clusters Score -1839172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1839180.500000 Penalty: 4948.715820
	Iteration 37Q: 3 clusters Score -1839180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1839183.375000 Penalty: 4948.715820
	Iteration 38Q: 3 clusters Score -1839183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1839191.375000 Penalty: 4948.715820
	Iteration 39Q: 3 clusters Score -1839191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1839193.625000 Penalty: 4948.715820
	Iteration 40F: 3 clusters Score -1839194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1839195.750000 Penalty: 4948.715820
	Iteration 41Q: 3 clusters Score -1839196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1839197.375000 Penalty: 4948.715820
	Iteration 42Q: 3 clusters Score -1839197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1839197.625000 Penalty: 4948.715820
	Iteration 43Q: 3 clusters Score -1839198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1839201.125000 Penalty: 4948.715820
	Iteration 44Q: 3 clusters Score -1839201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1839203.375000 Penalty: 4948.715820
	Iteration 45Q: 3 clusters Score -1839203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -1839202.500000 Penalty: 4948.715820
	Iteration 46Q: 3 clusters Score -1839202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1839202.250000 Penalty: 4948.715820
	Iteration 47Q: 3 clusters Score -1839202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1839205.375000 Penalty: 4948.715820
	Iteration 48Q: 3 clusters Score -1839205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1839204.375000 Penalty: 4948.715820
	Iteration 49Q: 3 clusters Score -1839204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1839204.875000 Penalty: 4948.715820
	Iteration 50Q: 3 clusters Score -1839205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1839206.875000 Penalty: 4948.715820
	Iteration 51Q: 3 clusters Score -1839207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1839208.625000 Penalty: 4948.715820
	Iteration 52Q: 3 clusters Score -1839209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1839210.875000 Penalty: 4948.715820
	Iteration 53Q: 3 clusters Score -1839211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1839209.875000 Penalty: 4948.715820
	Iteration 54Q: 3 clusters Score -1839210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1839209.875000 Penalty: 4948.715820
	Iteration 55F: 3 clusters Score -1839210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Entering Unmasked Estep 
Score: -1445881.500000 Penalty: 2420.241943
	Iteration 0F: 2 clusters Score -1445882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1433513.500000 Penalty: 4840.483887
	Iteration 0F: 3 clusters Score -1433514 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1438099.000000 Penalty: 4840.483887
	Iteration 1F: 3 clusters Score -1438099 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1439008.500000 Penalty: 4840.483887
	Iteration 2F: 3 clusters Score -1439008 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1439976.375000 Penalty: 4840.483887
	Iteration 3F: 3 clusters Score -1439976 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1440858.000000 Penalty: 4840.483887
	Iteration 4F: 3 clusters Score -1440858 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1441483.625000 Penalty: 4840.483887
	Iteration 5F: 3 clusters Score -1441484 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1441912.625000 Penalty: 4840.483887
	Iteration 6Q: 3 clusters Score -1441913 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1442225.000000 Penalty: 4840.483887
	Iteration 7Q: 3 clusters Score -1442225 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1442473.500000 Penalty: 4840.483887
	Iteration 8Q: 3 clusters Score -1442474 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1442653.125000 Penalty: 4840.483887
	Iteration 9Q: 3 clusters Score -1442653 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1442789.375000 Penalty: 4840.483887
	Iteration 10Q: 3 clusters Score -1442789 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1442916.250000 Penalty: 4840.483887
	Iteration 11Q: 3 clusters Score -1442916 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1443019.875000 Penalty: 4840.483887
	Iteration 12Q: 3 clusters Score -1443020 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1443114.500000 Penalty: 4840.483887
	Iteration 13Q: 3 clusters Score -1443114 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1443229.375000 Penalty: 4840.483887
	Iteration 14Q: 3 clusters Score -1443229 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1443336.375000 Penalty: 4840.483887
	Iteration 15Q: 3 clusters Score -1443336 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1443457.375000 Penalty: 4840.483887
	Iteration 16Q: 3 clusters Score -1443457 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1443608.500000 Penalty: 4840.483887
	Iteration 17Q: 3 clusters Score -1443608 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1443789.125000 Penalty: 4840.483887
	Iteration 18Q: 3 clusters Score -1443789 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1443978.875000 Penalty: 4840.483887
	Iteration 19Q: 3 clusters Score -1443979 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1444124.375000 Penalty: 4840.483887
	Iteration 20F: 3 clusters Score -1444124 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1444292.750000 Penalty: 4840.483887
	Iteration 21Q: 3 clusters Score -1444293 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1444418.875000 Penalty: 4840.483887
	Iteration 22Q: 3 clusters Score -1444419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1444510.000000 Penalty: 4840.483887
	Iteration 23Q: 3 clusters Score -1444510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1444569.125000 Penalty: 4840.483887
	Iteration 24Q: 3 clusters Score -1444569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1444610.750000 Penalty: 4840.483887
	Iteration 25Q: 3 clusters Score -1444611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1444648.125000 Penalty: 4840.483887
	Iteration 26Q: 3 clusters Score -1444648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1444680.875000 Penalty: 4840.483887
	Iteration 27Q: 3 clusters Score -1444681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1444702.875000 Penalty: 4840.483887
	Iteration 28Q: 3 clusters Score -1444703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1444711.875000 Penalty: 4840.483887
	Iteration 29Q: 3 clusters Score -1444712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1444726.000000 Penalty: 4840.483887
	Iteration 30Q: 3 clusters Score -1444726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1444739.500000 Penalty: 4840.483887
	Iteration 31Q: 3 clusters Score -1444740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1444755.500000 Penalty: 4840.483887
	Iteration 32Q: 3 clusters Score -1444756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1444765.750000 Penalty: 4840.483887
	Iteration 33Q: 3 clusters Score -1444766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1444779.875000 Penalty: 4840.483887
	Iteration 34Q: 3 clusters Score -1444780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1444788.500000 Penalty: 4840.483887
	Iteration 35Q: 3 clusters Score -1444788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1444791.000000 Penalty: 4840.483887
	Iteration 36Q: 3 clusters Score -1444791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1444793.875000 Penalty: 4840.483887
	Iteration 37Q: 3 clusters Score -1444794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1444794.875000 Penalty: 4840.483887
	Iteration 38Q: 3 clusters Score -1444795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1444796.875000 Penalty: 4840.483887
	Iteration 39Q: 3 clusters Score -1444797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1444797.750000 Penalty: 4840.483887
	Iteration 40F: 3 clusters Score -1444798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1444798.500000 Penalty: 4840.483887
	Iteration 41Q: 3 clusters Score -1444798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1444798.375000 Penalty: 4840.483887
	Iteration 42Q: 3 clusters Score -1444798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1444800.125000 Penalty: 4840.483887
	Iteration 43Q: 3 clusters Score -1444800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1444802.125000 Penalty: 4840.483887
	Iteration 44Q: 3 clusters Score -1444802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1444801.375000 Penalty: 4840.483887
	Iteration 45Q: 3 clusters Score -1444801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1444801.750000 Penalty: 4840.483887
	Iteration 46Q: 3 clusters Score -1444802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1444803.500000 Penalty: 4840.483887
	Iteration 47Q: 3 clusters Score -1444804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1444802.625000 Penalty: 4840.483887
	Iteration 48Q: 3 clusters Score -1444803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1444804.125000 Penalty: 4840.483887
	Iteration 49Q: 3 clusters Score -1444804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1444804.125000 Penalty: 4840.483887
	Iteration 50F: 3 clusters Score -1444804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -267302.750000 Penalty: 2019.087402
	Iteration 0F: 2 clusters Score -267302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -263815.062500 Penalty: 4038.174805
	Iteration 0F: 3 clusters Score -263815.1 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -264710.000000 Penalty: 4038.174805
	Iteration 1F: 3 clusters Score -264710 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -264947.812500 Penalty: 4038.174805
	Iteration 2F: 3 clusters Score -264947.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -265122.250000 Penalty: 4038.174805
	Iteration 3F: 3 clusters Score -265122.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -265253.687500 Penalty: 4038.174805
	Iteration 4Q: 3 clusters Score -265253.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -265344.875000 Penalty: 4038.174805
	Iteration 5Q: 3 clusters Score -265344.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -265403.000000 Penalty: 4038.174805
	Iteration 6Q: 3 clusters Score -265403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -265449.468750 Penalty: 4038.174805
	Iteration 7Q: 3 clusters Score -265449.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -265496.093750 Penalty: 4038.174805
	Iteration 8Q: 3 clusters Score -265496.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -265542.312500 Penalty: 4038.174805
	Iteration 9Q: 3 clusters Score -265542.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -265579.531250 Penalty: 4038.174805
	Iteration 10Q: 3 clusters Score -265579.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -265632.750000 Penalty: 4038.174805
	Iteration 11Q: 3 clusters Score -265632.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -265682.781250 Penalty: 4038.174805
	Iteration 12Q: 3 clusters Score -265682.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -265718.875000 Penalty: 4038.174805
	Iteration 13Q: 3 clusters Score -265718.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -265749.437500 Penalty: 4038.174805
	Iteration 14Q: 3 clusters Score -265749.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -265788.906250 Penalty: 4038.174805
	Iteration 15Q: 3 clusters Score -265788.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -265820.625000 Penalty: 4038.174805
	Iteration 16Q: 3 clusters Score -265820.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -265850.625000 Penalty: 4038.174805
	Iteration 17Q: 3 clusters Score -265850.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -265868.625000 Penalty: 4038.174805
	Iteration 18Q: 3 clusters Score -265868.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -265883.312500 Penalty: 4038.174805
	Iteration 19Q: 3 clusters Score -265883.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -265896.125000 Penalty: 4038.174805
	Iteration 20F: 3 clusters Score -265896.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -265909.062500 Penalty: 4038.174805
	Iteration 21Q: 3 clusters Score -265909.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -265923.250000 Penalty: 4038.174805
	Iteration 22Q: 3 clusters Score -265923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -265931.093750 Penalty: 4038.174805
	Iteration 23Q: 3 clusters Score -265931.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -265936.187500 Penalty: 4038.174805
	Iteration 24Q: 3 clusters Score -265936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -265940.156250 Penalty: 4038.174805
	Iteration 25Q: 3 clusters Score -265940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -265944.593750 Penalty: 4038.174805
	Iteration 26Q: 3 clusters Score -265944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -265949.468750 Penalty: 4038.174805
	Iteration 27Q: 3 clusters Score -265949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -265952.625000 Penalty: 4038.174805
	Iteration 28Q: 3 clusters Score -265952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -265955.562500 Penalty: 4038.174805
	Iteration 29Q: 3 clusters Score -265955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -265958.125000 Penalty: 4038.174805
	Iteration 30Q: 3 clusters Score -265958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -265959.968750 Penalty: 4038.174805
	Iteration 31Q: 3 clusters Score -265960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -265961.093750 Penalty: 4038.174805
	Iteration 32Q: 3 clusters Score -265961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -265963.375000 Penalty: 4038.174805
	Iteration 33Q: 3 clusters Score -265963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -265965.250000 Penalty: 4038.174805
	Iteration 34Q: 3 clusters Score -265965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -265966.281250 Penalty: 4038.174805
	Iteration 35Q: 3 clusters Score -265966.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -265967.125000 Penalty: 4038.174805
	Iteration 36Q: 3 clusters Score -265967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -265967.125000 Penalty: 4038.174805
	Iteration 37F: 3 clusters Score -265967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Entering Unmasked Estep 
Score: -1891282.375000 Penalty: 2476.365234
	Iteration 0F: 2 clusters Score -1891282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1876167.375000 Penalty: 4952.730469
	Iteration 0F: 3 clusters Score -1876167 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1881356.250000 Penalty: 4952.730469
	Iteration 1F: 3 clusters Score -1881356 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1881857.125000 Penalty: 4952.730469
	Iteration 2F: 3 clusters Score -1881857 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1882281.000000 Penalty: 4952.730469
	Iteration 3F: 3 clusters Score -1882281 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1882674.750000 Penalty: 4952.730469
	Iteration 4Q: 3 clusters Score -1882675 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1883064.375000 Penalty: 4952.730469
	Iteration 5Q: 3 clusters Score -1883064 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1883447.000000 Penalty: 4952.730469
	Iteration 6Q: 3 clusters Score -1883447 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1883862.375000 Penalty: 4952.730469
	Iteration 7Q: 3 clusters Score -1883862 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1884235.875000 Penalty: 4952.730469
	Iteration 8Q: 3 clusters Score -1884236 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1884579.375000 Penalty: 4952.730469
	Iteration 9Q: 3 clusters Score -1884579 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1884893.500000 Penalty: 4952.730469
	Iteration 10Q: 3 clusters Score -1884894 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1885169.750000 Penalty: 4952.730469
	Iteration 11Q: 3 clusters Score -1885170 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1885434.250000 Penalty: 4952.730469
	Iteration 12Q: 3 clusters Score -1885434 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1885669.000000 Penalty: 4952.730469
	Iteration 13Q: 3 clusters Score -1885669 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1885858.250000 Penalty: 4952.730469
	Iteration 14Q: 3 clusters Score -1885858 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1886074.750000 Penalty: 4952.730469
	Iteration 15Q: 3 clusters Score -1886075 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1886282.000000 Penalty: 4952.730469
	Iteration 16Q: 3 clusters Score -1886282 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1886485.500000 Penalty: 4952.730469
	Iteration 17Q: 3 clusters Score -1886486 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1886681.500000 Penalty: 4952.730469
	Iteration 18Q: 3 clusters Score -1886682 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1886888.375000 Penalty: 4952.730469
	Iteration 19Q: 3 clusters Score -1886888 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1887097.625000 Penalty: 4952.730469
	Iteration 20F: 3 clusters Score -1887098 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1887315.875000 Penalty: 4952.730469
	Iteration 21Q: 3 clusters Score -1887316 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1887536.250000 Penalty: 4952.730469
	Iteration 22Q: 3 clusters Score -1887536 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1887734.500000 Penalty: 4952.730469
	Iteration 23Q: 3 clusters Score -1887734 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1887898.125000 Penalty: 4952.730469
	Iteration 24Q: 3 clusters Score -1887898 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1888075.750000 Penalty: 4952.730469
	Iteration 25Q: 3 clusters Score -1888076 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1888234.875000 Penalty: 4952.730469
	Iteration 26Q: 3 clusters Score -1888235 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1888369.500000 Penalty: 4952.730469
	Iteration 27Q: 3 clusters Score -1888370 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1888494.125000 Penalty: 4952.730469
	Iteration 28Q: 3 clusters Score -1888494 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1888599.625000 Penalty: 4952.730469
	Iteration 29Q: 3 clusters Score -1888600 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1888687.625000 Penalty: 4952.730469
	Iteration 30Q: 3 clusters Score -1888688 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1888753.250000 Penalty: 4952.730469
	Iteration 31Q: 3 clusters Score -1888753 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -1888799.000000 Penalty: 4952.730469
	Iteration 32Q: 3 clusters Score -1888799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -1888848.125000 Penalty: 4952.730469
	Iteration 33Q: 3 clusters Score -1888848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1888887.875000 Penalty: 4952.730469
	Iteration 34Q: 3 clusters Score -1888888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1888923.625000 Penalty: 4952.730469
	Iteration 35Q: 3 clusters Score -1888924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -1888947.250000 Penalty: 4952.730469
	Iteration 36Q: 3 clusters Score -1888947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -1888967.875000 Penalty: 4952.730469
	Iteration 37Q: 3 clusters Score -1888968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1888998.625000 Penalty: 4952.730469
	Iteration 38Q: 3 clusters Score -1888999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1889018.000000 Penalty: 4952.730469
	Iteration 39Q: 3 clusters Score -1889018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1889037.375000 Penalty: 4952.730469
	Iteration 40F: 3 clusters Score -1889037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -1889069.625000 Penalty: 4952.730469
	Iteration 41Q: 3 clusters Score -1889070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -1889098.250000 Penalty: 4952.730469
	Iteration 42Q: 3 clusters Score -1889098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -1889119.250000 Penalty: 4952.730469
	Iteration 43Q: 3 clusters Score -1889119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1889131.250000 Penalty: 4952.730469
	Iteration 44Q: 3 clusters Score -1889131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -1889135.375000 Penalty: 4952.730469
	Iteration 45Q: 3 clusters Score -1889135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1889142.125000 Penalty: 4952.730469
	Iteration 46Q: 3 clusters Score -1889142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1889148.875000 Penalty: 4952.730469
	Iteration 47Q: 3 clusters Score -1889149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1889154.125000 Penalty: 4952.730469
	Iteration 48Q: 3 clusters Score -1889154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1889150.750000 Penalty: 4952.730469
	Iteration 49Q: 3 clusters Score -1889151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1889155.375000 Penalty: 4952.730469
	Iteration 50Q: 3 clusters Score -1889155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1889156.750000 Penalty: 4952.730469
	Iteration 51Q: 3 clusters Score -1889157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1889163.125000 Penalty: 4952.730469
	Iteration 52Q: 3 clusters Score -1889163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -1889164.875000 Penalty: 4952.730469
	Iteration 53Q: 3 clusters Score -1889165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1889167.000000 Penalty: 4952.730469
	Iteration 54Q: 3 clusters Score -1889167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1889166.625000 Penalty: 4952.730469
	Iteration 55Q: 3 clusters Score -1889167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -1889168.250000 Penalty: 4952.730469
	Iteration 56Q: 3 clusters Score -1889168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -1889168.250000 Penalty: 4952.730469
	Iteration 57F: 3 clusters Score -1889168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -229375.781250 Penalty: 1975.196777
	Iteration 0F: 2 clusters Score -229375.8 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 1428 members 
Entering Unmasked Estep 
Score: -226215.187500 Penalty: 3950.393555
	Iteration 0F: 3 clusters Score -226215.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -226942.562500 Penalty: 3950.393555
	Iteration 1F: 3 clusters Score -226942.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -227237.234375 Penalty: 3950.393555
	Iteration 2F: 3 clusters Score -227237.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -227471.093750 Penalty: 3950.393555
	Iteration 3F: 3 clusters Score -227471.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -227657.421875 Penalty: 3950.393555
	Iteration 4F: 3 clusters Score -227657.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -227812.671875 Penalty: 3950.393555
	Iteration 5F: 3 clusters Score -227812.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -227946.328125 Penalty: 3950.393555
	Iteration 6Q: 3 clusters Score -227946.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -228054.140625 Penalty: 3950.393555
	Iteration 7Q: 3 clusters Score -228054.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -228133.062500 Penalty: 3950.393555
	Iteration 8Q: 3 clusters Score -228133.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -228185.296875 Penalty: 3950.393555
	Iteration 9Q: 3 clusters Score -228185.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -228224.843750 Penalty: 3950.393555
	Iteration 10Q: 3 clusters Score -228224.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -228247.890625 Penalty: 3950.393555
	Iteration 11Q: 3 clusters Score -228247.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -228272.093750 Penalty: 3950.393555
	Iteration 12Q: 3 clusters Score -228272.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -228283.062500 Penalty: 3950.393555
	Iteration 13Q: 3 clusters Score -228283.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -228289.781250 Penalty: 3950.393555
	Iteration 14Q: 3 clusters Score -228289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -228298.875000 Penalty: 3950.393555
	Iteration 15Q: 3 clusters Score -228298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -228309.265625 Penalty: 3950.393555
	Iteration 16Q: 3 clusters Score -228309.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -228320.812500 Penalty: 3950.393555
	Iteration 17Q: 3 clusters Score -228320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -228331.640625 Penalty: 3950.393555
	Iteration 18Q: 3 clusters Score -228331.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -228340.484375 Penalty: 3950.393555
	Iteration 19Q: 3 clusters Score -228340.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -228348.484375 Penalty: 3950.393555
	Iteration 20F: 3 clusters Score -228348.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -228352.390625 Penalty: 3950.393555
	Iteration 21Q: 3 clusters Score -228352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -228354.093750 Penalty: 3950.393555
	Iteration 22Q: 3 clusters Score -228354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -228354.890625 Penalty: 3950.393555
	Iteration 23Q: 3 clusters Score -228354.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -228354.890625 Penalty: 3950.393555
	Iteration 24F: 3 clusters Score -228354.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -179573.140625 Penalty: 1917.736328
	Iteration 0F: 2 clusters Score -179573.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -176776.046875 Penalty: 3835.472656
	Iteration 0F: 3 clusters Score -176776 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -177370.906250 Penalty: 3835.472656
	Iteration 1F: 3 clusters Score -177370.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -177554.890625 Penalty: 3835.472656
	Iteration 2F: 3 clusters Score -177554.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -177710.765625 Penalty: 3835.472656
	Iteration 3F: 3 clusters Score -177710.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177857.218750 Penalty: 3835.472656
	Iteration 4Q: 3 clusters Score -177857.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -178012.421875 Penalty: 3835.472656
	Iteration 5Q: 3 clusters Score -178012.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -178198.296875 Penalty: 3835.472656
	Iteration 6Q: 3 clusters Score -178198.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -178410.765625 Penalty: 3835.472656
	Iteration 7F: 3 clusters Score -178410.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -178581.609375 Penalty: 3835.472656
	Iteration 8Q: 3 clusters Score -178581.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -178792.015625 Penalty: 3835.472656
	Iteration 9F: 3 clusters Score -178792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -179086.328125 Penalty: 3835.472656
	Iteration 10F: 3 clusters Score -179086.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -179507.421875 Penalty: 3835.472656
	Iteration 11F: 3 clusters Score -179507.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -179800.343750 Penalty: 3835.472656
	Iteration 12Q: 3 clusters Score -179800.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -179883.921875 Penalty: 3835.472656
	Iteration 13Q: 3 clusters Score -179883.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -179923.578125 Penalty: 3835.472656
	Iteration 14Q: 3 clusters Score -179923.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -179940.265625 Penalty: 3835.472656
	Iteration 15Q: 3 clusters Score -179940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -179944.859375 Penalty: 3835.472656
	Iteration 16Q: 3 clusters Score -179944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -179945.765625 Penalty: 3835.472656
	Iteration 17Q: 3 clusters Score -179945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -179948.546875 Penalty: 3835.472656
	Iteration 18Q: 3 clusters Score -179948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -179948.640625 Penalty: 3835.472656
	Iteration 19Q: 3 clusters Score -179948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -179949.109375 Penalty: 3835.472656
	Iteration 20F: 3 clusters Score -179949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23282 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 3329 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 12140 members 
Mstep: Class 49 contains 748 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1475 members 
Entering Unmasked Estep 
Score: -51161332.000000 Penalty: 169439.390625
Splitting cluster 35 changes total score from -51157980.000000 to -51161332.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 36 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -76185.625000 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -76185.62 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 661 members 
Entering Unmasked Estep 
Score: -74113.773438 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -74113.77 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -74591.109375 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -74591.11 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -74807.882812 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -74807.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -74997.968750 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -74997.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75149.000000 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -75149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75244.953125 Penalty: 3552.549072
	Iteration 5F: 3 clusters Score -75244.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -75280.117188 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -75280.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -75313.093750 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -75313.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75338.695312 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -75338.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75348.531250 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -75348.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -75363.773438 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -75363.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75378.796875 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -75378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75396.453125 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -75396.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75408.546875 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -75408.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -75435.203125 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -75435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -75457.945312 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -75457.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -75472.578125 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -75472.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -75498.101562 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -75498.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -75533.421875 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -75533.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75562.187500 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -75562.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -75582.398438 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -75582.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -75601.140625 Penalty: 3552.549072
	Iteration 21Q: 3 clusters Score -75601.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75639.898438 Penalty: 3552.549072
	Iteration 22Q: 3 clusters Score -75639.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75679.976562 Penalty: 3552.549072
	Iteration 23Q: 3 clusters Score -75679.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -75724.695312 Penalty: 3552.549072
	Iteration 24Q: 3 clusters Score -75724.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75763.937500 Penalty: 3552.549072
	Iteration 25Q: 3 clusters Score -75763.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75814.265625 Penalty: 3552.549072
	Iteration 26Q: 3 clusters Score -75814.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75845.945312 Penalty: 3552.549072
	Iteration 27Q: 3 clusters Score -75845.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -75866.507812 Penalty: 3552.549072
	Iteration 28Q: 3 clusters Score -75866.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75879.625000 Penalty: 3552.549072
	Iteration 29Q: 3 clusters Score -75879.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75891.531250 Penalty: 3552.549072
	Iteration 30Q: 3 clusters Score -75891.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -75897.046875 Penalty: 3552.549072
	Iteration 31Q: 3 clusters Score -75897.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -75900.570312 Penalty: 3552.549072
	Iteration 32Q: 3 clusters Score -75900.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75907.750000 Penalty: 3552.549072
	Iteration 33Q: 3 clusters Score -75907.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75911.765625 Penalty: 3552.549072
	Iteration 34Q: 3 clusters Score -75911.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75913.734375 Penalty: 3552.549072
	Iteration 35Q: 3 clusters Score -75913.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75915.875000 Penalty: 3552.549072
	Iteration 36Q: 3 clusters Score -75915.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -75915.875000 Penalty: 3552.549072
	Iteration 37F: 3 clusters Score -75915.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -697444.437500 Penalty: 2250.594727
	Iteration 0F: 2 clusters Score -697444.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -690640.937500 Penalty: 4501.189453
	Iteration 0F: 3 clusters Score -690640.9 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -692555.062500 Penalty: 4501.189453
	Iteration 1F: 3 clusters Score -692555.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -692948.625000 Penalty: 4501.189453
	Iteration 2F: 3 clusters Score -692948.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -693250.562500 Penalty: 4501.189453
	Iteration 3F: 3 clusters Score -693250.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -693480.687500 Penalty: 4501.189453
	Iteration 4Q: 3 clusters Score -693480.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -693707.875000 Penalty: 4501.189453
	Iteration 5Q: 3 clusters Score -693707.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -693910.375000 Penalty: 4501.189453
	Iteration 6Q: 3 clusters Score -693910.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -694122.750000 Penalty: 4501.189453
	Iteration 7Q: 3 clusters Score -694122.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -694366.500000 Penalty: 4501.189453
	Iteration 8Q: 3 clusters Score -694366.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -694605.562500 Penalty: 4501.189453
	Iteration 9Q: 3 clusters Score -694605.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -694822.375000 Penalty: 4501.189453
	Iteration 10Q: 3 clusters Score -694822.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -694993.500000 Penalty: 4501.189453
	Iteration 11Q: 3 clusters Score -694993.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -695118.562500 Penalty: 4501.189453
	Iteration 12Q: 3 clusters Score -695118.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -695239.875000 Penalty: 4501.189453
	Iteration 13Q: 3 clusters Score -695239.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -695379.625000 Penalty: 4501.189453
	Iteration 14Q: 3 clusters Score -695379.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -695523.750000 Penalty: 4501.189453
	Iteration 15Q: 3 clusters Score -695523.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -695689.937500 Penalty: 4501.189453
	Iteration 16Q: 3 clusters Score -695689.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -695831.375000 Penalty: 4501.189453
	Iteration 17Q: 3 clusters Score -695831.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -695925.750000 Penalty: 4501.189453
	Iteration 18Q: 3 clusters Score -695925.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -695977.937500 Penalty: 4501.189453
	Iteration 19Q: 3 clusters Score -695977.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -696012.312500 Penalty: 4501.189453
	Iteration 20F: 3 clusters Score -696012.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -696039.250000 Penalty: 4501.189453
	Iteration 21Q: 3 clusters Score -696039.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -696054.125000 Penalty: 4501.189453
	Iteration 22Q: 3 clusters Score -696054.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -696068.875000 Penalty: 4501.189453
	Iteration 23Q: 3 clusters Score -696068.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -696078.250000 Penalty: 4501.189453
	Iteration 24Q: 3 clusters Score -696078.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -696085.312500 Penalty: 4501.189453
	Iteration 25Q: 3 clusters Score -696085.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -696094.500000 Penalty: 4501.189453
	Iteration 26Q: 3 clusters Score -696094.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -696099.125000 Penalty: 4501.189453
	Iteration 27Q: 3 clusters Score -696099.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -696104.500000 Penalty: 4501.189453
	Iteration 28Q: 3 clusters Score -696104.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -696112.250000 Penalty: 4501.189453
	Iteration 29Q: 3 clusters Score -696112.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -696117.125000 Penalty: 4501.189453
	Iteration 30Q: 3 clusters Score -696117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -696122.687500 Penalty: 4501.189453
	Iteration 31Q: 3 clusters Score -696122.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -696126.750000 Penalty: 4501.189453
	Iteration 32Q: 3 clusters Score -696126.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -696131.062500 Penalty: 4501.189453
	Iteration 33Q: 3 clusters Score -696131.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -696140.062500 Penalty: 4501.189453
	Iteration 34Q: 3 clusters Score -696140.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -696149.500000 Penalty: 4501.189453
	Iteration 35Q: 3 clusters Score -696149.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -696159.562500 Penalty: 4501.189453
	Iteration 36Q: 3 clusters Score -696159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -696164.812500 Penalty: 4501.189453
	Iteration 37Q: 3 clusters Score -696164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -696167.500000 Penalty: 4501.189453
	Iteration 38Q: 3 clusters Score -696167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -696171.000000 Penalty: 4501.189453
	Iteration 39Q: 3 clusters Score -696171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -696170.562500 Penalty: 4501.189453
	Iteration 40F: 3 clusters Score -696170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -696172.625000 Penalty: 4501.189453
	Iteration 41Q: 3 clusters Score -696172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -696172.437500 Penalty: 4501.189453
	Iteration 42Q: 3 clusters Score -696172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -696172.750000 Penalty: 4501.189453
	Iteration 43Q: 3 clusters Score -696172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -696172.562500 Penalty: 4501.189453
	Iteration 44Q: 3 clusters Score -696172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -696172.562500 Penalty: 4501.189453
	Iteration 45F: 3 clusters Score -696172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -60385.960938 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -60385.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58601.460938 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -58601.46 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58841.515625 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -58841.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58913.214844 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -58913.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58948.984375 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -58948.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58991.816406 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -58991.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59039.585938 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -59039.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59076.222656 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -59076.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59096.578125 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -59096.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59114.867188 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -59114.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59119.574219 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -59119.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59120.199219 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -59120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59120.199219 Penalty: 3313.081299
	Iteration 11F: 3 clusters Score -59120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -724660.312500 Penalty: 2252.968262
	Iteration 0F: 2 clusters Score -724660.3 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 4362 members 
Entering Unmasked Estep 
Score: -717724.562500 Penalty: 4505.936523
	Iteration 0F: 3 clusters Score -717724.6 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -719829.750000 Penalty: 4505.936523
	Iteration 1F: 3 clusters Score -719829.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -720329.250000 Penalty: 4505.936523
	Iteration 2F: 3 clusters Score -720329.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -720766.187500 Penalty: 4505.936523
	Iteration 3F: 3 clusters Score -720766.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -721129.000000 Penalty: 4505.936523
	Iteration 4F: 3 clusters Score -721129 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -721430.125000 Penalty: 4505.936523
	Iteration 5F: 3 clusters Score -721430.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -721685.812500 Penalty: 4505.936523
	Iteration 6Q: 3 clusters Score -721685.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -721934.125000 Penalty: 4505.936523
	Iteration 7Q: 3 clusters Score -721934.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -722149.937500 Penalty: 4505.936523
	Iteration 8Q: 3 clusters Score -722149.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -722339.375000 Penalty: 4505.936523
	Iteration 9Q: 3 clusters Score -722339.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -722473.187500 Penalty: 4505.936523
	Iteration 10Q: 3 clusters Score -722473.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -722560.812500 Penalty: 4505.936523
	Iteration 11Q: 3 clusters Score -722560.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -722626.812500 Penalty: 4505.936523
	Iteration 12Q: 3 clusters Score -722626.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -722677.187500 Penalty: 4505.936523
	Iteration 13Q: 3 clusters Score -722677.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -722710.750000 Penalty: 4505.936523
	Iteration 14Q: 3 clusters Score -722710.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -722730.437500 Penalty: 4505.936523
	Iteration 15Q: 3 clusters Score -722730.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -722745.687500 Penalty: 4505.936523
	Iteration 16Q: 3 clusters Score -722745.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -722751.750000 Penalty: 4505.936523
	Iteration 17Q: 3 clusters Score -722751.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -722760.000000 Penalty: 4505.936523
	Iteration 18Q: 3 clusters Score -722760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -722762.312500 Penalty: 4505.936523
	Iteration 19Q: 3 clusters Score -722762.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -722763.437500 Penalty: 4505.936523
	Iteration 20F: 3 clusters Score -722763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -722766.062500 Penalty: 4505.936523
	Iteration 21Q: 3 clusters Score -722766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -722766.687500 Penalty: 4505.936523
	Iteration 22Q: 3 clusters Score -722766.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -722768.437500 Penalty: 4505.936523
	Iteration 23Q: 3 clusters Score -722768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -722768.750000 Penalty: 4505.936523
	Iteration 24Q: 3 clusters Score -722768.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -722771.687500 Penalty: 4505.936523
	Iteration 25Q: 3 clusters Score -722771.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -722774.562500 Penalty: 4505.936523
	Iteration 26Q: 3 clusters Score -722774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -722775.812500 Penalty: 4505.936523
	Iteration 27Q: 3 clusters Score -722775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -722776.687500 Penalty: 4505.936523
	Iteration 28Q: 3 clusters Score -722776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -722777.375000 Penalty: 4505.936523
	Iteration 29Q: 3 clusters Score -722777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -722775.687500 Penalty: 4505.936523
	Iteration 30Q: 3 clusters Score -722775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -722778.250000 Penalty: 4505.936523
	Iteration 31Q: 3 clusters Score -722778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -722778.687500 Penalty: 4505.936523
	Iteration 32Q: 3 clusters Score -722778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -722779.812500 Penalty: 4505.936523
	Iteration 33Q: 3 clusters Score -722779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -722779.812500 Penalty: 4505.936523
	Iteration 34Q: 3 clusters Score -722779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -722780.312500 Penalty: 4505.936523
	Iteration 35Q: 3 clusters Score -722780.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -722782.125000 Penalty: 4505.936523
	Iteration 36Q: 3 clusters Score -722782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -722781.750000 Penalty: 4505.936523
	Iteration 37Q: 3 clusters Score -722781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -722781.750000 Penalty: 4505.936523
	Iteration 38F: 3 clusters Score -722781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -589528.250000 Penalty: 2199.680420
	Iteration 0F: 2 clusters Score -589528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -583703.437500 Penalty: 4399.360840
	Iteration 0F: 3 clusters Score -583703.4 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -585234.687500 Penalty: 4399.360840
	Iteration 1F: 3 clusters Score -585234.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -585555.687500 Penalty: 4399.360840
	Iteration 2F: 3 clusters Score -585555.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -585779.375000 Penalty: 4399.360840
	Iteration 3F: 3 clusters Score -585779.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -585948.625000 Penalty: 4399.360840
	Iteration 4Q: 3 clusters Score -585948.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -586070.937500 Penalty: 4399.360840
	Iteration 5Q: 3 clusters Score -586070.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -586185.375000 Penalty: 4399.360840
	Iteration 6Q: 3 clusters Score -586185.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -586287.500000 Penalty: 4399.360840
	Iteration 7Q: 3 clusters Score -586287.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -586359.937500 Penalty: 4399.360840
	Iteration 8Q: 3 clusters Score -586359.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -586449.250000 Penalty: 4399.360840
	Iteration 9Q: 3 clusters Score -586449.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -586566.937500 Penalty: 4399.360840
	Iteration 10Q: 3 clusters Score -586566.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -586673.375000 Penalty: 4399.360840
	Iteration 11Q: 3 clusters Score -586673.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -586756.250000 Penalty: 4399.360840
	Iteration 12Q: 3 clusters Score -586756.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -586829.312500 Penalty: 4399.360840
	Iteration 13Q: 3 clusters Score -586829.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -586895.812500 Penalty: 4399.360840
	Iteration 14Q: 3 clusters Score -586895.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -586964.062500 Penalty: 4399.360840
	Iteration 15Q: 3 clusters Score -586964.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -587033.187500 Penalty: 4399.360840
	Iteration 16Q: 3 clusters Score -587033.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -587086.875000 Penalty: 4399.360840
	Iteration 17Q: 3 clusters Score -587086.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -587131.875000 Penalty: 4399.360840
	Iteration 18Q: 3 clusters Score -587131.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -587165.000000 Penalty: 4399.360840
	Iteration 19Q: 3 clusters Score -587165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -587196.000000 Penalty: 4399.360840
	Iteration 20F: 3 clusters Score -587196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -587231.250000 Penalty: 4399.360840
	Iteration 21Q: 3 clusters Score -587231.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -587259.437500 Penalty: 4399.360840
	Iteration 22Q: 3 clusters Score -587259.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -587279.437500 Penalty: 4399.360840
	Iteration 23Q: 3 clusters Score -587279.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -587297.750000 Penalty: 4399.360840
	Iteration 24Q: 3 clusters Score -587297.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -587317.062500 Penalty: 4399.360840
	Iteration 25Q: 3 clusters Score -587317.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -587338.937500 Penalty: 4399.360840
	Iteration 26Q: 3 clusters Score -587338.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -587351.250000 Penalty: 4399.360840
	Iteration 27Q: 3 clusters Score -587351.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -587363.437500 Penalty: 4399.360840
	Iteration 28Q: 3 clusters Score -587363.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -587376.437500 Penalty: 4399.360840
	Iteration 29Q: 3 clusters Score -587376.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -587384.312500 Penalty: 4399.360840
	Iteration 30Q: 3 clusters Score -587384.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -587391.125000 Penalty: 4399.360840
	Iteration 31Q: 3 clusters Score -587391.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -587394.437500 Penalty: 4399.360840
	Iteration 32Q: 3 clusters Score -587394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -587400.937500 Penalty: 4399.360840
	Iteration 33Q: 3 clusters Score -587400.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -587403.187500 Penalty: 4399.360840
	Iteration 34Q: 3 clusters Score -587403.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -587412.625000 Penalty: 4399.360840
	Iteration 35Q: 3 clusters Score -587412.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -587420.875000 Penalty: 4399.360840
	Iteration 36Q: 3 clusters Score -587420.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -587430.062500 Penalty: 4399.360840
	Iteration 37Q: 3 clusters Score -587430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -587436.500000 Penalty: 4399.360840
	Iteration 38Q: 3 clusters Score -587436.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -587445.250000 Penalty: 4399.360840
	Iteration 39Q: 3 clusters Score -587445.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -587448.375000 Penalty: 4399.360840
	Iteration 40F: 3 clusters Score -587448.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -587450.312500 Penalty: 4399.360840
	Iteration 41Q: 3 clusters Score -587450.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -587453.312500 Penalty: 4399.360840
	Iteration 42Q: 3 clusters Score -587453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -587455.000000 Penalty: 4399.360840
	Iteration 43Q: 3 clusters Score -587455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -587458.125000 Penalty: 4399.360840
	Iteration 44Q: 3 clusters Score -587458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -587458.625000 Penalty: 4399.360840
	Iteration 45Q: 3 clusters Score -587458.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -587461.562500 Penalty: 4399.360840
	Iteration 46Q: 3 clusters Score -587461.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -587462.000000 Penalty: 4399.360840
	Iteration 47Q: 3 clusters Score -587462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -587465.312500 Penalty: 4399.360840
	Iteration 48Q: 3 clusters Score -587465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -587467.750000 Penalty: 4399.360840
	Iteration 49Q: 3 clusters Score -587467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -587470.250000 Penalty: 4399.360840
	Iteration 50Q: 3 clusters Score -587470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -587471.687500 Penalty: 4399.360840
	Iteration 51Q: 3 clusters Score -587471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -587471.687500 Penalty: 4399.360840
	Iteration 52Q: 3 clusters Score -587471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -587472.750000 Penalty: 4399.360840
	Iteration 53Q: 3 clusters Score -587472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -587474.875000 Penalty: 4399.360840
	Iteration 54Q: 3 clusters Score -587474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -587475.062500 Penalty: 4399.360840
	Iteration 55Q: 3 clusters Score -587475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -587475.062500 Penalty: 4399.360840
	Iteration 56F: 3 clusters Score -587475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -258061.234375 Penalty: 2011.385864
	Iteration 0F: 2 clusters Score -258061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -254686.937500 Penalty: 4022.771729
	Iteration 0F: 3 clusters Score -254686.9 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -255536.609375 Penalty: 4022.771729
	Iteration 1F: 3 clusters Score -255536.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -255944.000000 Penalty: 4022.771729
	Iteration 2F: 3 clusters Score -255944 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -256324.656250 Penalty: 4022.771729
	Iteration 3F: 3 clusters Score -256324.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -256623.109375 Penalty: 4022.771729
	Iteration 4F: 3 clusters Score -256623.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -256801.578125 Penalty: 4022.771729
	Iteration 5F: 3 clusters Score -256801.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -256903.015625 Penalty: 4022.771729
	Iteration 6Q: 3 clusters Score -256903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -256961.828125 Penalty: 4022.771729
	Iteration 7Q: 3 clusters Score -256961.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -256995.484375 Penalty: 4022.771729
	Iteration 8Q: 3 clusters Score -256995.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -257014.265625 Penalty: 4022.771729
	Iteration 9Q: 3 clusters Score -257014.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -257031.125000 Penalty: 4022.771729
	Iteration 10Q: 3 clusters Score -257031.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -257045.734375 Penalty: 4022.771729
	Iteration 11Q: 3 clusters Score -257045.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -257056.203125 Penalty: 4022.771729
	Iteration 12Q: 3 clusters Score -257056.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -257065.609375 Penalty: 4022.771729
	Iteration 13Q: 3 clusters Score -257065.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -257075.296875 Penalty: 4022.771729
	Iteration 14Q: 3 clusters Score -257075.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -257081.281250 Penalty: 4022.771729
	Iteration 15Q: 3 clusters Score -257081.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -257086.937500 Penalty: 4022.771729
	Iteration 16Q: 3 clusters Score -257086.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -257093.406250 Penalty: 4022.771729
	Iteration 17Q: 3 clusters Score -257093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -257099.859375 Penalty: 4022.771729
	Iteration 18Q: 3 clusters Score -257099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -257101.609375 Penalty: 4022.771729
	Iteration 19Q: 3 clusters Score -257101.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -257104.718750 Penalty: 4022.771729
	Iteration 20F: 3 clusters Score -257104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -257107.671875 Penalty: 4022.771729
	Iteration 21Q: 3 clusters Score -257107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -257109.843750 Penalty: 4022.771729
	Iteration 22Q: 3 clusters Score -257109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -257114.703125 Penalty: 4022.771729
	Iteration 23Q: 3 clusters Score -257114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -257124.468750 Penalty: 4022.771729
	Iteration 24Q: 3 clusters Score -257124.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -257134.343750 Penalty: 4022.771729
	Iteration 25Q: 3 clusters Score -257134.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -257142.546875 Penalty: 4022.771729
	Iteration 26Q: 3 clusters Score -257142.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -257156.187500 Penalty: 4022.771729
	Iteration 27Q: 3 clusters Score -257156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -257170.531250 Penalty: 4022.771729
	Iteration 28Q: 3 clusters Score -257170.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -257190.687500 Penalty: 4022.771729
	Iteration 29Q: 3 clusters Score -257190.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -257220.531250 Penalty: 4022.771729
	Iteration 30Q: 3 clusters Score -257220.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -257273.703125 Penalty: 4022.771729
	Iteration 31Q: 3 clusters Score -257273.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -257332.890625 Penalty: 4022.771729
	Iteration 32Q: 3 clusters Score -257332.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -257405.781250 Penalty: 4022.771729
	Iteration 33Q: 3 clusters Score -257405.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -257474.750000 Penalty: 4022.771729
	Iteration 34Q: 3 clusters Score -257474.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -257551.593750 Penalty: 4022.771729
	Iteration 35Q: 3 clusters Score -257551.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -257629.234375 Penalty: 4022.771729
	Iteration 36Q: 3 clusters Score -257629.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -257714.562500 Penalty: 4022.771729
	Iteration 37Q: 3 clusters Score -257714.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257781.421875 Penalty: 4022.771729
	Iteration 38Q: 3 clusters Score -257781.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257833.703125 Penalty: 4022.771729
	Iteration 39Q: 3 clusters Score -257833.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -257922.484375 Penalty: 4022.771729
	Iteration 40F: 3 clusters Score -257922.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258063.062500 Penalty: 4022.771729
	Iteration 41Q: 3 clusters Score -258063.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258610.937500 Penalty: 4022.771729
	Iteration 42Q: 3 clusters Score -258610.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -259832.156250 Penalty: 4022.771729
	Iteration 43Q: 3 clusters Score -259832.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -260069.859375 Penalty: 4022.771729
	Iteration 44Q: 3 clusters Score -260069.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -260181.140625 Penalty: 4022.771729
	Iteration 45Q: 3 clusters Score -260181.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -260253.531250 Penalty: 4022.771729
	Iteration 46Q: 3 clusters Score -260253.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260321.750000 Penalty: 4022.771729
	Iteration 47Q: 3 clusters Score -260321.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260406.859375 Penalty: 4022.771729
	Iteration 48Q: 3 clusters Score -260406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -260458.343750 Penalty: 4022.771729
	Iteration 49Q: 3 clusters Score -260458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260474.515625 Penalty: 4022.771729
	Iteration 50Q: 3 clusters Score -260474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -260483.578125 Penalty: 4022.771729
	Iteration 51Q: 3 clusters Score -260483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260485.531250 Penalty: 4022.771729
	Iteration 52Q: 3 clusters Score -260485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260485.531250 Penalty: 4022.771729
	Iteration 53F: 3 clusters Score -260485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23282 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 2128 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Mstep: Class 48 contains 12140 members 
Mstep: Class 49 contains 748 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1475 members 
Mstep: Class 52 contains 1201 members 
Entering Unmasked Estep 
Score: -51162336.000000 Penalty: 172761.734375
Splitting cluster 41 changes total score from -51157980.000000 to -51162336.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 42 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -100270.101562 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -100270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98128.851562 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -98128.85 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98471.359375 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -98471.36 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98571.484375 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -98571.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98627.531250 Penalty: 3573.626709
	Iteration 3Q: 3 clusters Score -98627.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98681.093750 Penalty: 3573.626709
	Iteration 4Q: 3 clusters Score -98681.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98723.601562 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -98723.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98760.203125 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -98760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98781.210938 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -98781.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98802.984375 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -98802.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98822.968750 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -98822.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98841.242188 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -98841.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98858.054688 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -98858.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98870.078125 Penalty: 3573.626709
	Iteration 12Q: 3 clusters Score -98870.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98876.257812 Penalty: 3573.626709
	Iteration 13Q: 3 clusters Score -98876.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98881.992188 Penalty: 3573.626709
	Iteration 14Q: 3 clusters Score -98881.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98885.851562 Penalty: 3573.626709
	Iteration 15Q: 3 clusters Score -98885.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98888.007812 Penalty: 3573.626709
	Iteration 16Q: 3 clusters Score -98888.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -98893.523438 Penalty: 3573.626709
	Iteration 17Q: 3 clusters Score -98893.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98897.968750 Penalty: 3573.626709
	Iteration 18Q: 3 clusters Score -98897.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98902.234375 Penalty: 3573.626709
	Iteration 19Q: 3 clusters Score -98902.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -98905.796875 Penalty: 3573.626709
	Iteration 20F: 3 clusters Score -98905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98909.429688 Penalty: 3573.626709
	Iteration 21Q: 3 clusters Score -98909.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98913.179688 Penalty: 3573.626709
	Iteration 22Q: 3 clusters Score -98913.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98919.695312 Penalty: 3573.626709
	Iteration 23Q: 3 clusters Score -98919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98922.585938 Penalty: 3573.626709
	Iteration 24Q: 3 clusters Score -98922.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98924.671875 Penalty: 3573.626709
	Iteration 25Q: 3 clusters Score -98924.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98924.671875 Penalty: 3573.626709
	Iteration 26F: 3 clusters Score -98924.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -682812.125000 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -682812.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -675444.812500 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -675444.8 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -678089.000000 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -678089 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -678874.062500 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -678874.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -679600.000000 Penalty: 4550.297852
	Iteration 3F: 3 clusters Score -679600 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -680100.562500 Penalty: 4550.297852
	Iteration 4F: 3 clusters Score -680100.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -680452.625000 Penalty: 4550.297852
	Iteration 5F: 3 clusters Score -680452.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -680709.125000 Penalty: 4550.297852
	Iteration 6Q: 3 clusters Score -680709.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -680885.625000 Penalty: 4550.297852
	Iteration 7Q: 3 clusters Score -680885.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -681039.625000 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -681039.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -681159.750000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -681159.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -681275.812500 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -681275.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -681386.625000 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -681386.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -681503.312500 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -681503.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -681612.937500 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -681612.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -681711.437500 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -681711.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -681812.625000 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -681812.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -681903.000000 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -681903 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -681993.250000 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -681993.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -682064.812500 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -682064.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -682136.250000 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -682136.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -682200.000000 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -682200 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -682250.062500 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -682250.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -682276.875000 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -682276.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -682298.062500 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -682298.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -682313.250000 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -682313.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -682322.562500 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -682322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -682329.750000 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -682329.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -682341.687500 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -682341.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -682347.312500 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -682347.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -682356.812500 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -682356.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -682364.437500 Penalty: 4550.297852
	Iteration 30Q: 3 clusters Score -682364.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -682372.500000 Penalty: 4550.297852
	Iteration 31Q: 3 clusters Score -682372.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -682382.250000 Penalty: 4550.297852
	Iteration 32Q: 3 clusters Score -682382.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -682392.687500 Penalty: 4550.297852
	Iteration 33Q: 3 clusters Score -682392.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -682398.187500 Penalty: 4550.297852
	Iteration 34Q: 3 clusters Score -682398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -682401.125000 Penalty: 4550.297852
	Iteration 35Q: 3 clusters Score -682401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -682403.750000 Penalty: 4550.297852
	Iteration 36Q: 3 clusters Score -682403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -682403.125000 Penalty: 4550.297852
	Iteration 37Q: 3 clusters Score -682403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -682404.312500 Penalty: 4550.297852
	Iteration 38Q: 3 clusters Score -682404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -682405.937500 Penalty: 4550.297852
	Iteration 39Q: 3 clusters Score -682405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -682407.125000 Penalty: 4550.297852
	Iteration 40F: 3 clusters Score -682407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -682407.687500 Penalty: 4550.297852
	Iteration 41Q: 3 clusters Score -682407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -682407.812500 Penalty: 4550.297852
	Iteration 42Q: 3 clusters Score -682407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -682406.375000 Penalty: 4550.297852
	Iteration 43Q: 3 clusters Score -682406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -682406.375000 Penalty: 4550.297852
	Iteration 44F: 3 clusters Score -682406.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -443858.593750 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -443858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -438944.500000 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -438944.5 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -440150.125000 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -440150.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -440370.656250 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -440370.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -440516.406250 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -440516.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -440610.125000 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -440610.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -440668.593750 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -440668.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -440717.437500 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -440717.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -440749.843750 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -440749.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -440783.562500 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -440783.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -440817.750000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -440817.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -440843.093750 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -440843.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -440865.062500 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -440865.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -440880.781250 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -440880.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -440899.062500 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -440899.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -440919.343750 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -440919.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -440937.875000 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -440937.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -440956.406250 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -440956.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -440975.312500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -440975.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -440992.656250 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -440992.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -441010.500000 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -441010.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -441030.843750 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -441030.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -441058.468750 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -441058.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -441081.843750 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -441081.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -441111.531250 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -441111.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -441139.750000 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -441139.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -441166.625000 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -441166.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -441196.218750 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -441196.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -441223.500000 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -441223.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -441254.562500 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -441254.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -441283.875000 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -441283.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -441317.406250 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -441317.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -441343.125000 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -441343.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -441375.781250 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -441375.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -441413.125000 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -441413.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -441460.562500 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -441460.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -441505.875000 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -441505.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -441548.187500 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -441548.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -441583.687500 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -441583.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -441618.500000 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -441618.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -441652.218750 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -441652.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -441696.187500 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -441696.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -441742.156250 Penalty: 4273.781738
	Iteration 41Q: 3 clusters Score -441742.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -441777.312500 Penalty: 4273.781738
	Iteration 42Q: 3 clusters Score -441777.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -441811.812500 Penalty: 4273.781738
	Iteration 43Q: 3 clusters Score -441811.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -441837.437500 Penalty: 4273.781738
	Iteration 44Q: 3 clusters Score -441837.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -441861.656250 Penalty: 4273.781738
	Iteration 45Q: 3 clusters Score -441861.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -441880.625000 Penalty: 4273.781738
	Iteration 46Q: 3 clusters Score -441880.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -441894.781250 Penalty: 4273.781738
	Iteration 47Q: 3 clusters Score -441894.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -441900.218750 Penalty: 4273.781738
	Iteration 48Q: 3 clusters Score -441900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -441903.281250 Penalty: 4273.781738
	Iteration 49Q: 3 clusters Score -441903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -441910.406250 Penalty: 4273.781738
	Iteration 50Q: 3 clusters Score -441910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -441917.968750 Penalty: 4273.781738
	Iteration 51Q: 3 clusters Score -441918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -441925.781250 Penalty: 4273.781738
	Iteration 52Q: 3 clusters Score -441925.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -441937.218750 Penalty: 4273.781738
	Iteration 53Q: 3 clusters Score -441937.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -441948.656250 Penalty: 4273.781738
	Iteration 54Q: 3 clusters Score -441948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -441958.343750 Penalty: 4273.781738
	Iteration 55Q: 3 clusters Score -441958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -441965.656250 Penalty: 4273.781738
	Iteration 56Q: 3 clusters Score -441965.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -441975.906250 Penalty: 4273.781738
	Iteration 57Q: 3 clusters Score -441975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -441977.875000 Penalty: 4273.781738
	Iteration 58Q: 3 clusters Score -441977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -441981.375000 Penalty: 4273.781738
	Iteration 59Q: 3 clusters Score -441981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -441984.375000 Penalty: 4273.781738
	Iteration 60F: 3 clusters Score -441984.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -441989.156250 Penalty: 4273.781738
	Iteration 61Q: 3 clusters Score -441989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -441990.437500 Penalty: 4273.781738
	Iteration 62Q: 3 clusters Score -441990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -441990.437500 Penalty: 4273.781738
	Iteration 63F: 3 clusters Score -441990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (12746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Entering Unmasked Estep 
Score: -1071298.125000 Penalty: 2344.337158
	Iteration 0F: 2 clusters Score -1071298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1061832.750000 Penalty: 4688.674316
	Iteration 0F: 3 clusters Score -1061833 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1064785.250000 Penalty: 4688.674316
	Iteration 1F: 3 clusters Score -1064785 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1065176.625000 Penalty: 4688.674316
	Iteration 2F: 3 clusters Score -1065177 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1065565.000000 Penalty: 4688.674316
	Iteration 3F: 3 clusters Score -1065565 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1066082.500000 Penalty: 4688.674316
	Iteration 4F: 3 clusters Score -1066082 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1066761.375000 Penalty: 4688.674316
	Iteration 5F: 3 clusters Score -1066761 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1067607.125000 Penalty: 4688.674316
	Iteration 6F: 3 clusters Score -1067607 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1068495.500000 Penalty: 4688.674316
	Iteration 7F: 3 clusters Score -1068496 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1069157.625000 Penalty: 4688.674316
	Iteration 8F: 3 clusters Score -1069158 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1069553.000000 Penalty: 4688.674316
	Iteration 9Q: 3 clusters Score -1069553 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1069867.250000 Penalty: 4688.674316
	Iteration 10Q: 3 clusters Score -1069867 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1070116.625000 Penalty: 4688.674316
	Iteration 11Q: 3 clusters Score -1070117 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1070258.375000 Penalty: 4688.674316
	Iteration 12Q: 3 clusters Score -1070258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1070357.500000 Penalty: 4688.674316
	Iteration 13Q: 3 clusters Score -1070358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1070416.250000 Penalty: 4688.674316
	Iteration 14Q: 3 clusters Score -1070416 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1070459.250000 Penalty: 4688.674316
	Iteration 15Q: 3 clusters Score -1070459 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1070497.000000 Penalty: 4688.674316
	Iteration 16Q: 3 clusters Score -1070497 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1070520.125000 Penalty: 4688.674316
	Iteration 17Q: 3 clusters Score -1070520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1070534.000000 Penalty: 4688.674316
	Iteration 18Q: 3 clusters Score -1070534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1070539.500000 Penalty: 4688.674316
	Iteration 19Q: 3 clusters Score -1070540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1070544.125000 Penalty: 4688.674316
	Iteration 20F: 3 clusters Score -1070544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1070544.875000 Penalty: 4688.674316
	Iteration 21Q: 3 clusters Score -1070545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1070547.750000 Penalty: 4688.674316
	Iteration 22Q: 3 clusters Score -1070548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1070548.125000 Penalty: 4688.674316
	Iteration 23Q: 3 clusters Score -1070548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1070545.625000 Penalty: 4688.674316
	Iteration 24Q: 3 clusters Score -1070546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1070548.625000 Penalty: 4688.674316
	Iteration 25Q: 3 clusters Score -1070549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1070550.375000 Penalty: 4688.674316
	Iteration 26Q: 3 clusters Score -1070550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1070548.875000 Penalty: 4688.674316
	Iteration 27Q: 3 clusters Score -1070549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1070547.125000 Penalty: 4688.674316
	Iteration 28Q: 3 clusters Score -1070547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1070550.250000 Penalty: 4688.674316
	Iteration 29Q: 3 clusters Score -1070550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1070549.375000 Penalty: 4688.674316
	Iteration 30Q: 3 clusters Score -1070549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1070552.875000 Penalty: 4688.674316
	Iteration 31Q: 3 clusters Score -1070553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1070551.750000 Penalty: 4688.674316
	Iteration 32Q: 3 clusters Score -1070552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1070551.750000 Penalty: 4688.674316
	Iteration 33F: 3 clusters Score -1070552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (18349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Entering Unmasked Estep 
Score: -1507754.875000 Penalty: 2434.697998
	Iteration 0F: 2 clusters Score -1507755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1494701.875000 Penalty: 4869.395996
	Iteration 0F: 3 clusters Score -1494702 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1499257.625000 Penalty: 4869.395996
	Iteration 1F: 3 clusters Score -1499258 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1499979.125000 Penalty: 4869.395996
	Iteration 2F: 3 clusters Score -1499979 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1500839.250000 Penalty: 4869.395996
	Iteration 3F: 3 clusters Score -1500839 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1501898.375000 Penalty: 4869.395996
	Iteration 4F: 3 clusters Score -1501898 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1502999.625000 Penalty: 4869.395996
	Iteration 5F: 3 clusters Score -1503000 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1503935.250000 Penalty: 4869.395996
	Iteration 6F: 3 clusters Score -1503935 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1504604.125000 Penalty: 4869.395996
	Iteration 7F: 3 clusters Score -1504604 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1505023.875000 Penalty: 4869.395996
	Iteration 8Q: 3 clusters Score -1505024 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1505260.625000 Penalty: 4869.395996
	Iteration 9Q: 3 clusters Score -1505261 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1505394.375000 Penalty: 4869.395996
	Iteration 10Q: 3 clusters Score -1505394 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1505468.500000 Penalty: 4869.395996
	Iteration 11Q: 3 clusters Score -1505468 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1505509.500000 Penalty: 4869.395996
	Iteration 12Q: 3 clusters Score -1505510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1505540.875000 Penalty: 4869.395996
	Iteration 13Q: 3 clusters Score -1505541 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1505565.500000 Penalty: 4869.395996
	Iteration 14Q: 3 clusters Score -1505566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1505583.250000 Penalty: 4869.395996
	Iteration 15Q: 3 clusters Score -1505583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1505600.000000 Penalty: 4869.395996
	Iteration 16Q: 3 clusters Score -1505600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1505600.750000 Penalty: 4869.395996
	Iteration 17Q: 3 clusters Score -1505601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1505606.750000 Penalty: 4869.395996
	Iteration 18Q: 3 clusters Score -1505607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1505606.500000 Penalty: 4869.395996
	Iteration 19Q: 3 clusters Score -1505606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1505607.750000 Penalty: 4869.395996
	Iteration 20F: 3 clusters Score -1505608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1505611.625000 Penalty: 4869.395996
	Iteration 21Q: 3 clusters Score -1505612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1505614.875000 Penalty: 4869.395996
	Iteration 22Q: 3 clusters Score -1505615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1505614.750000 Penalty: 4869.395996
	Iteration 23Q: 3 clusters Score -1505615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1505618.375000 Penalty: 4869.395996
	Iteration 24Q: 3 clusters Score -1505618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1505612.000000 Penalty: 4869.395996
	Iteration 25Q: 3 clusters Score -1505612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1505614.000000 Penalty: 4869.395996
	Iteration 26Q: 3 clusters Score -1505614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1505617.125000 Penalty: 4869.395996
	Iteration 27Q: 3 clusters Score -1505617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1505618.750000 Penalty: 4869.395996
	Iteration 28Q: 3 clusters Score -1505619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1505619.000000 Penalty: 4869.395996
	Iteration 29Q: 3 clusters Score -1505619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1505622.750000 Penalty: 4869.395996
	Iteration 30Q: 3 clusters Score -1505623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1505620.250000 Penalty: 4869.395996
	Iteration 31Q: 3 clusters Score -1505620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1505620.500000 Penalty: 4869.395996
	Iteration 32Q: 3 clusters Score -1505620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1505620.500000 Penalty: 4869.395996
	Iteration 33F: 3 clusters Score -1505620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -3335070.750000 Penalty: 2628.621826
	Iteration 0F: 2 clusters Score -3335071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3307790.250000 Penalty: 5257.243652
	Iteration 0F: 3 clusters Score -3307790 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3317863.000000 Penalty: 5257.243652
	Iteration 1F: 3 clusters Score -3317863 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3318399.250000 Penalty: 5257.243652
	Iteration 2Q: 3 clusters Score -3318399 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3318883.250000 Penalty: 5257.243652
	Iteration 3Q: 3 clusters Score -3318883 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3319454.750000 Penalty: 5257.243652
	Iteration 4Q: 3 clusters Score -3319455 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3320204.000000 Penalty: 5257.243652
	Iteration 5Q: 3 clusters Score -3320204 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3321243.500000 Penalty: 5257.243652
	Iteration 6F: 3 clusters Score -3321244 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3322512.000000 Penalty: 5257.243652
	Iteration 7F: 3 clusters Score -3322512 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3323909.000000 Penalty: 5257.243652
	Iteration 8F: 3 clusters Score -3323909 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3325146.750000 Penalty: 5257.243652
	Iteration 9F: 3 clusters Score -3325147 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3326110.750000 Penalty: 5257.243652
	Iteration 10F: 3 clusters Score -3326111 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3326817.750000 Penalty: 5257.243652
	Iteration 11Q: 3 clusters Score -3326818 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3327360.750000 Penalty: 5257.243652
	Iteration 12Q: 3 clusters Score -3327361 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3327791.750000 Penalty: 5257.243652
	Iteration 13Q: 3 clusters Score -3327792 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3328167.250000 Penalty: 5257.243652
	Iteration 14Q: 3 clusters Score -3328167 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3328556.750000 Penalty: 5257.243652
	Iteration 15Q: 3 clusters Score -3328557 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -3328952.750000 Penalty: 5257.243652
	Iteration 16Q: 3 clusters Score -3328953 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3329377.000000 Penalty: 5257.243652
	Iteration 17Q: 3 clusters Score -3329377 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3329819.750000 Penalty: 5257.243652
	Iteration 18Q: 3 clusters Score -3329820 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3330341.750000 Penalty: 5257.243652
	Iteration 19Q: 3 clusters Score -3330342 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3330832.500000 Penalty: 5257.243652
	Iteration 20F: 3 clusters Score -3330832 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3331331.000000 Penalty: 5257.243652
	Iteration 21Q: 3 clusters Score -3331331 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3331729.000000 Penalty: 5257.243652
	Iteration 22Q: 3 clusters Score -3331729 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3332043.000000 Penalty: 5257.243652
	Iteration 23Q: 3 clusters Score -3332043 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3332262.750000 Penalty: 5257.243652
	Iteration 24Q: 3 clusters Score -3332263 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3332442.750000 Penalty: 5257.243652
	Iteration 25Q: 3 clusters Score -3332443 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3332583.500000 Penalty: 5257.243652
	Iteration 26Q: 3 clusters Score -3332584 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3332660.750000 Penalty: 5257.243652
	Iteration 27Q: 3 clusters Score -3332661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3332730.250000 Penalty: 5257.243652
	Iteration 28Q: 3 clusters Score -3332730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3332771.000000 Penalty: 5257.243652
	Iteration 29Q: 3 clusters Score -3332771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3332804.250000 Penalty: 5257.243652
	Iteration 30Q: 3 clusters Score -3332804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3332827.750000 Penalty: 5257.243652
	Iteration 31Q: 3 clusters Score -3332828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3332847.750000 Penalty: 5257.243652
	Iteration 32Q: 3 clusters Score -3332848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3332868.250000 Penalty: 5257.243652
	Iteration 33Q: 3 clusters Score -3332868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3332899.250000 Penalty: 5257.243652
	Iteration 34Q: 3 clusters Score -3332899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3332923.250000 Penalty: 5257.243652
	Iteration 35Q: 3 clusters Score -3332923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3332943.250000 Penalty: 5257.243652
	Iteration 36Q: 3 clusters Score -3332943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3332955.000000 Penalty: 5257.243652
	Iteration 37Q: 3 clusters Score -3332955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3332964.750000 Penalty: 5257.243652
	Iteration 38Q: 3 clusters Score -3332965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3332966.750000 Penalty: 5257.243652
	Iteration 39Q: 3 clusters Score -3332967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3332971.000000 Penalty: 5257.243652
	Iteration 40F: 3 clusters Score -3332971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3332971.000000 Penalty: 5257.243652
	Iteration 41Q: 3 clusters Score -3332971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3332971.000000 Penalty: 5257.243652
	Iteration 42F: 3 clusters Score -3332971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 15577 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 9899 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1671 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23282 members 
Mstep: Class 18 contains 15770 members 
Mstep: Class 19 contains 61140 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 9472 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2184 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57407 members 
Mstep: Class 30 contains 21531 members 
Mstep: Class 31 contains 17310 members 
Mstep: Class 32 contains 3434 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 807 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8818 members 
Mstep: Class 40 contains 7113 members 
Mstep: Class 41 contains 2128 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12746 members 
Mstep: Class 46 contains 18349 members 
Mstep: Class 47 contains 40106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164764.000000 Penalty: 172761.734375
Iteration 119Q: 53 clusters Score -5.116476e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9458 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 22493 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23590 members 
Mstep: Class 18 contains 15749 members 
Mstep: Class 19 contains 60945 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 666 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6861 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2395 members 
Mstep: Class 27 contains 16946 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 21604 members 
Mstep: Class 31 contains 17276 members 
Mstep: Class 32 contains 3424 members 
Mstep: Class 33 contains 21713 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 944 members 
Mstep: Class 36 contains 1288 members 
Mstep: Class 37 contains 8677 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 9120 members 
Mstep: Class 40 contains 7126 members 
Mstep: Class 41 contains 2138 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9862 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12873 members 
Mstep: Class 46 contains 18269 members 
Mstep: Class 47 contains 39871 members 
Mstep: Class 48 contains 11556 members 
Mstep: Class 49 contains 746 members 
Mstep: Class 50 contains 1770 members 
Mstep: Class 51 contains 1457 members 
Mstep: Class 52 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51167580.000000 Penalty: 172761.734375
Iteration 120F: 53 clusters Score -5.116758e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 1975 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1662 members 
Mstep: Class 14 contains 22381 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23761 members 
Mstep: Class 18 contains 15737 members 
Mstep: Class 19 contains 60842 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 6959 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2486 members 
Mstep: Class 27 contains 16837 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 21456 members 
Mstep: Class 31 contains 17201 members 
Mstep: Class 32 contains 3417 members 
Mstep: Class 33 contains 21709 members 
Mstep: Class 34 contains 2877 members 
Mstep: Class 35 contains 1102 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8626 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 9046 members 
Mstep: Class 40 contains 7122 members 
Mstep: Class 41 contains 2136 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 9965 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12950 members 
Mstep: Class 46 contains 18148 members 
Mstep: Class 47 contains 39685 members 
Mstep: Class 48 contains 11773 members 
Mstep: Class 49 contains 901 members 
Mstep: Class 50 contains 1776 members 
Mstep: Class 51 contains 1538 members 
Mstep: Class 52 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168660.000000 Penalty: 172761.734375
Iteration 121Q: 53 clusters Score -5.116866e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9339 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1658 members 
Mstep: Class 14 contains 22279 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 23917 members 
Mstep: Class 18 contains 15726 members 
Mstep: Class 19 contains 60789 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7017 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2536 members 
Mstep: Class 27 contains 16768 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 21339 members 
Mstep: Class 31 contains 17168 members 
Mstep: Class 32 contains 3409 members 
Mstep: Class 33 contains 21698 members 
Mstep: Class 34 contains 2878 members 
Mstep: Class 35 contains 1260 members 
Mstep: Class 36 contains 1290 members 
Mstep: Class 37 contains 8575 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8991 members 
Mstep: Class 40 contains 7125 members 
Mstep: Class 41 contains 2132 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10069 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12999 members 
Mstep: Class 46 contains 18086 members 
Mstep: Class 47 contains 39524 members 
Mstep: Class 48 contains 11926 members 
Mstep: Class 49 contains 948 members 
Mstep: Class 50 contains 1773 members 
Mstep: Class 51 contains 1572 members 
Mstep: Class 52 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169244.000000 Penalty: 172761.734375
Iteration 122Q: 53 clusters Score -5.116924e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9289 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1657 members 
Mstep: Class 14 contains 22209 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24036 members 
Mstep: Class 18 contains 15724 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7047 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 16718 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 21194 members 
Mstep: Class 31 contains 17147 members 
Mstep: Class 32 contains 3402 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2878 members 
Mstep: Class 35 contains 1392 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 8536 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8942 members 
Mstep: Class 40 contains 7128 members 
Mstep: Class 41 contains 2127 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10119 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13028 members 
Mstep: Class 46 contains 18042 members 
Mstep: Class 47 contains 39388 members 
Mstep: Class 48 contains 12083 members 
Mstep: Class 49 contains 976 members 
Mstep: Class 50 contains 1771 members 
Mstep: Class 51 contains 1588 members 
Mstep: Class 52 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169472.000000 Penalty: 172761.734375
Iteration 123Q: 53 clusters Score -5.116947e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9905 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9248 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1654 members 
Mstep: Class 14 contains 22139 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24146 members 
Mstep: Class 18 contains 15730 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7062 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2646 members 
Mstep: Class 27 contains 16689 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 21056 members 
Mstep: Class 31 contains 17126 members 
Mstep: Class 32 contains 3396 members 
Mstep: Class 33 contains 21690 members 
Mstep: Class 34 contains 2878 members 
Mstep: Class 35 contains 1501 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 8513 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8891 members 
Mstep: Class 40 contains 7136 members 
Mstep: Class 41 contains 2120 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10165 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13067 members 
Mstep: Class 46 contains 18013 members 
Mstep: Class 47 contains 39268 members 
Mstep: Class 48 contains 12217 members 
Mstep: Class 49 contains 986 members 
Mstep: Class 50 contains 1770 members 
Mstep: Class 51 contains 1597 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170016.000000 Penalty: 172761.734375
Iteration 124Q: 53 clusters Score -5.117002e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9908 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9219 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 22078 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24228 members 
Mstep: Class 18 contains 15726 members 
Mstep: Class 19 contains 60776 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7085 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2700 members 
Mstep: Class 27 contains 16673 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20929 members 
Mstep: Class 31 contains 17108 members 
Mstep: Class 32 contains 3392 members 
Mstep: Class 33 contains 21690 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1583 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 8492 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8856 members 
Mstep: Class 40 contains 7138 members 
Mstep: Class 41 contains 2116 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10205 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13102 members 
Mstep: Class 46 contains 17993 members 
Mstep: Class 47 contains 39156 members 
Mstep: Class 48 contains 12327 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1769 members 
Mstep: Class 51 contains 1607 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170192.000000 Penalty: 172761.734375
Iteration 125Q: 53 clusters Score -5.117019e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9912 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9188 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 9840 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1651 members 
Mstep: Class 14 contains 22028 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24281 members 
Mstep: Class 18 contains 15724 members 
Mstep: Class 19 contains 60776 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9500 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7112 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2754 members 
Mstep: Class 27 contains 16666 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20816 members 
Mstep: Class 31 contains 17088 members 
Mstep: Class 32 contains 3388 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1656 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 8482 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8829 members 
Mstep: Class 40 contains 7140 members 
Mstep: Class 41 contains 2113 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10249 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13127 members 
Mstep: Class 46 contains 17966 members 
Mstep: Class 47 contains 39062 members 
Mstep: Class 48 contains 12420 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1771 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170460.000000 Penalty: 172761.734375
Iteration 126Q: 53 clusters Score -5.117046e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 9844 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 22005 members 
Mstep: Class 15 contains 7327 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24324 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 60783 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2796 members 
Mstep: Class 27 contains 16664 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20733 members 
Mstep: Class 31 contains 17071 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 21689 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1717 members 
Mstep: Class 36 contains 1292 members 
Mstep: Class 37 contains 8470 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8820 members 
Mstep: Class 40 contains 7142 members 
Mstep: Class 41 contains 2111 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10279 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13132 members 
Mstep: Class 46 contains 17943 members 
Mstep: Class 47 contains 38986 members 
Mstep: Class 48 contains 12485 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1616 members 
Mstep: Class 52 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170464.000000 Penalty: 172761.734375
Iteration 127Q: 53 clusters Score -5.117046e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 21978 members 
Mstep: Class 15 contains 7327 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7134 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 16657 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20667 members 
Mstep: Class 31 contains 17047 members 
Mstep: Class 32 contains 3374 members 
Mstep: Class 33 contains 21689 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1788 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 8461 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8815 members 
Mstep: Class 40 contains 7143 members 
Mstep: Class 41 contains 2107 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10305 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13136 members 
Mstep: Class 46 contains 17919 members 
Mstep: Class 47 contains 38939 members 
Mstep: Class 48 contains 12522 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1617 members 
Mstep: Class 52 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170636.000000 Penalty: 172761.734375
Iteration 128Q: 53 clusters Score -5.117064e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9103 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 55011 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 1650 members 
Mstep: Class 14 contains 21959 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24387 members 
Mstep: Class 18 contains 15726 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7140 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 16649 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20611 members 
Mstep: Class 31 contains 17035 members 
Mstep: Class 32 contains 3368 members 
Mstep: Class 33 contains 21689 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1847 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8815 members 
Mstep: Class 40 contains 7146 members 
Mstep: Class 41 contains 2104 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10319 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13135 members 
Mstep: Class 46 contains 17893 members 
Mstep: Class 47 contains 38896 members 
Mstep: Class 48 contains 12549 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1771 members 
Mstep: Class 51 contains 1617 members 
Mstep: Class 52 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170720.000000 Penalty: 172761.734375
Iteration 129Q: 53 clusters Score -5.117072e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9919 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9063 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 9844 members 
Mstep: Class 11 contains 55009 members 
Mstep: Class 12 contains 10875 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 21942 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24406 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7147 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 16645 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20552 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3362 members 
Mstep: Class 33 contains 21688 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1908 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8456 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8812 members 
Mstep: Class 40 contains 7148 members 
Mstep: Class 41 contains 2100 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10354 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13141 members 
Mstep: Class 46 contains 17854 members 
Mstep: Class 47 contains 38862 members 
Mstep: Class 48 contains 12572 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1618 members 
Mstep: Class 52 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170760.000000 Penalty: 172761.734375
Iteration 130Q: 53 clusters Score -5.117076e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9922 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 9021 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 9843 members 
Mstep: Class 11 contains 55009 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 21920 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24423 members 
Mstep: Class 18 contains 15725 members 
Mstep: Class 19 contains 60783 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9512 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3035 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20503 members 
Mstep: Class 31 contains 17020 members 
Mstep: Class 32 contains 3359 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2879 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8458 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8800 members 
Mstep: Class 40 contains 7150 members 
Mstep: Class 41 contains 2099 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10375 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13138 members 
Mstep: Class 46 contains 17825 members 
Mstep: Class 47 contains 38834 members 
Mstep: Class 48 contains 12586 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1620 members 
Mstep: Class 52 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170824.000000 Penalty: 172761.734375
Iteration 131Q: 53 clusters Score -5.117082e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9922 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8982 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 9842 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21905 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24430 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7156 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20457 members 
Mstep: Class 31 contains 17021 members 
Mstep: Class 32 contains 3360 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8454 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8795 members 
Mstep: Class 40 contains 7151 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10399 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13140 members 
Mstep: Class 46 contains 17791 members 
Mstep: Class 47 contains 38806 members 
Mstep: Class 48 contains 12597 members 
Mstep: Class 49 contains 987 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1623 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170892.000000 Penalty: 172761.734375
Iteration 132Q: 53 clusters Score -5.117089e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9923 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24439 members 
Mstep: Class 18 contains 15729 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 9515 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7156 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 16647 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20430 members 
Mstep: Class 31 contains 17018 members 
Mstep: Class 32 contains 3358 members 
Mstep: Class 33 contains 21688 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2085 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8453 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8781 members 
Mstep: Class 40 contains 7153 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10419 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13132 members 
Mstep: Class 46 contains 17763 members 
Mstep: Class 47 contains 38784 members 
Mstep: Class 48 contains 12602 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1624 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170988.000000 Penalty: 172761.734375
Iteration 133Q: 53 clusters Score -5.117099e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9926 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21879 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24440 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 60790 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3205 members 
Mstep: Class 27 contains 16646 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20405 members 
Mstep: Class 31 contains 17014 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2133 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8452 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8779 members 
Mstep: Class 40 contains 7156 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10422 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13114 members 
Mstep: Class 46 contains 17740 members 
Mstep: Class 47 contains 38767 members 
Mstep: Class 48 contains 12616 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1772 members 
Mstep: Class 51 contains 1625 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171000.000000 Penalty: 172761.734375
Iteration 134Q: 53 clusters Score -5.1171e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21868 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24446 members 
Mstep: Class 18 contains 15729 members 
Mstep: Class 19 contains 60791 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7155 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3255 members 
Mstep: Class 27 contains 16644 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20377 members 
Mstep: Class 31 contains 17008 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2179 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8452 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8771 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10433 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13100 members 
Mstep: Class 46 contains 17716 members 
Mstep: Class 47 contains 38756 members 
Mstep: Class 48 contains 12633 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1773 members 
Mstep: Class 51 contains 1626 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170940.000000 Penalty: 172761.734375
Iteration 135Q: 53 clusters Score -5.117094e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8853 members 
Mstep: Class 9 contains 2016 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21859 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24444 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 60793 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7154 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 16643 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20365 members 
Mstep: Class 31 contains 17002 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2220 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8450 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8756 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10439 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13081 members 
Mstep: Class 46 contains 17699 members 
Mstep: Class 47 contains 38748 members 
Mstep: Class 48 contains 12658 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1774 members 
Mstep: Class 51 contains 1626 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171008.000000 Penalty: 172761.734375
Iteration 136Q: 53 clusters Score -5.117101e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8827 members 
Mstep: Class 9 contains 2019 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21853 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24447 members 
Mstep: Class 18 contains 15730 members 
Mstep: Class 19 contains 60793 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20354 members 
Mstep: Class 31 contains 16995 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2258 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8452 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8738 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10449 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13065 members 
Mstep: Class 46 contains 17685 members 
Mstep: Class 47 contains 38738 members 
Mstep: Class 48 contains 12674 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1774 members 
Mstep: Class 51 contains 1626 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171012.000000 Penalty: 172761.734375
Iteration 137Q: 53 clusters Score -5.117101e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9930 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8800 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21845 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24453 members 
Mstep: Class 18 contains 15728 members 
Mstep: Class 19 contains 60792 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3354 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20351 members 
Mstep: Class 31 contains 16991 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2295 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8453 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8714 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10458 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13051 members 
Mstep: Class 46 contains 17669 members 
Mstep: Class 47 contains 38727 members 
Mstep: Class 48 contains 12695 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1776 members 
Mstep: Class 51 contains 1627 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171024.000000 Penalty: 172761.734375
Iteration 138Q: 53 clusters Score -5.117102e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9930 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21835 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24455 members 
Mstep: Class 18 contains 15726 members 
Mstep: Class 19 contains 60791 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9519 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3382 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20344 members 
Mstep: Class 31 contains 16989 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2328 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8693 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10465 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13042 members 
Mstep: Class 46 contains 17655 members 
Mstep: Class 47 contains 38717 members 
Mstep: Class 48 contains 12717 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1776 members 
Mstep: Class 51 contains 1628 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171100.000000 Penalty: 172761.734375
Iteration 139Q: 53 clusters Score -5.11711e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8752 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21832 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24453 members 
Mstep: Class 18 contains 15729 members 
Mstep: Class 19 contains 60789 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9520 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7174 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20339 members 
Mstep: Class 31 contains 16988 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8448 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8679 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10469 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13021 members 
Mstep: Class 46 contains 17641 members 
Mstep: Class 47 contains 38710 members 
Mstep: Class 48 contains 12737 members 
Mstep: Class 49 contains 988 members 
Mstep: Class 50 contains 1776 members 
Mstep: Class 51 contains 1628 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171196.000000 Penalty: 172761.734375
Iteration 140F: 53 clusters Score -5.11712e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21819 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24454 members 
Mstep: Class 18 contains 15728 members 
Mstep: Class 19 contains 60790 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3458 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20331 members 
Mstep: Class 31 contains 16980 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21688 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2468 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8436 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8671 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10470 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 13003 members 
Mstep: Class 46 contains 17598 members 
Mstep: Class 47 contains 38705 members 
Mstep: Class 48 contains 12750 members 
Mstep: Class 49 contains 989 members 
Mstep: Class 50 contains 1776 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171284.000000 Penalty: 172761.734375
Iteration 141Q: 53 clusters Score -5.117128e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3059 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9934 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8654 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21806 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24454 members 
Mstep: Class 18 contains 15729 members 
Mstep: Class 19 contains 60788 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7156 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3504 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20319 members 
Mstep: Class 31 contains 16978 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21689 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8427 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8664 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10479 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12977 members 
Mstep: Class 46 contains 17549 members 
Mstep: Class 47 contains 38702 members 
Mstep: Class 48 contains 12759 members 
Mstep: Class 49 contains 989 members 
Mstep: Class 50 contains 1777 members 
Mstep: Class 51 contains 1631 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171400.000000 Penalty: 172761.734375
Iteration 142Q: 53 clusters Score -5.11714e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3058 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8590 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21801 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24459 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7151 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3552 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20308 members 
Mstep: Class 31 contains 16972 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21688 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2686 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8423 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8661 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10485 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12964 members 
Mstep: Class 46 contains 17492 members 
Mstep: Class 47 contains 38697 members 
Mstep: Class 48 contains 12755 members 
Mstep: Class 49 contains 990 members 
Mstep: Class 50 contains 1777 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171436.000000 Penalty: 172761.734375
Iteration 143Q: 53 clusters Score -5.117144e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9939 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21798 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24461 members 
Mstep: Class 18 contains 15733 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7149 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3592 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20300 members 
Mstep: Class 31 contains 16970 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21689 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 2790 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8418 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8658 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10488 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12945 members 
Mstep: Class 46 contains 17442 members 
Mstep: Class 47 contains 38694 members 
Mstep: Class 48 contains 12758 members 
Mstep: Class 49 contains 991 members 
Mstep: Class 50 contains 1778 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171492.000000 Penalty: 172761.734375
Iteration 144Q: 53 clusters Score -5.117149e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9941 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8474 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 21794 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24459 members 
Mstep: Class 18 contains 15732 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7142 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3630 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20292 members 
Mstep: Class 31 contains 16975 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21691 members 
Mstep: Class 34 contains 2882 members 
Mstep: Class 35 contains 2869 members 
Mstep: Class 36 contains 1294 members 
Mstep: Class 37 contains 8418 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8657 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10501 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12920 members 
Mstep: Class 46 contains 17400 members 
Mstep: Class 47 contains 38689 members 
Mstep: Class 48 contains 12760 members 
Mstep: Class 49 contains 992 members 
Mstep: Class 50 contains 1781 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171572.000000 Penalty: 172761.734375
Iteration 145Q: 53 clusters Score -5.117157e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9944 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 21797 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24456 members 
Mstep: Class 18 contains 15728 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7139 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20284 members 
Mstep: Class 31 contains 16976 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 2945 members 
Mstep: Class 36 contains 1295 members 
Mstep: Class 37 contains 8418 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8654 members 
Mstep: Class 40 contains 7156 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10507 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12901 members 
Mstep: Class 46 contains 17358 members 
Mstep: Class 47 contains 38687 members 
Mstep: Class 48 contains 12761 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1631 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171592.000000 Penalty: 172761.734375
Iteration 146Q: 53 clusters Score -5.117159e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3055 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9945 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8388 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 21801 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10348 members 
Mstep: Class 17 contains 24451 members 
Mstep: Class 18 contains 15728 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3692 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57408 members 
Mstep: Class 30 contains 20279 members 
Mstep: Class 31 contains 16990 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3000 members 
Mstep: Class 36 contains 1295 members 
Mstep: Class 37 contains 8417 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8651 members 
Mstep: Class 40 contains 7156 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10516 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12883 members 
Mstep: Class 46 contains 17312 members 
Mstep: Class 47 contains 38685 members 
Mstep: Class 48 contains 12764 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1631 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171576.000000 Penalty: 172761.734375
Iteration 147Q: 53 clusters Score -5.117158e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3054 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8345 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21798 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24447 members 
Mstep: Class 18 contains 15727 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7134 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3713 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20273 members 
Mstep: Class 31 contains 17003 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3065 members 
Mstep: Class 36 contains 1296 members 
Mstep: Class 37 contains 8421 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8649 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10516 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12868 members 
Mstep: Class 46 contains 17274 members 
Mstep: Class 47 contains 38683 members 
Mstep: Class 48 contains 12768 members 
Mstep: Class 49 contains 995 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1632 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171496.000000 Penalty: 172761.734375
Iteration 148Q: 53 clusters Score -5.11715e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21795 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24445 members 
Mstep: Class 18 contains 15725 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7128 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3739 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20260 members 
Mstep: Class 31 contains 17011 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 1298 members 
Mstep: Class 37 contains 8419 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8641 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10524 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12862 members 
Mstep: Class 46 contains 17245 members 
Mstep: Class 47 contains 38682 members 
Mstep: Class 48 contains 12772 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171420.000000 Penalty: 172761.734375
Iteration 149Q: 53 clusters Score -5.117142e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9947 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8259 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21782 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24444 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9528 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7129 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3757 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20250 members 
Mstep: Class 31 contains 17012 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3200 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 8416 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8637 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10537 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12854 members 
Mstep: Class 46 contains 17226 members 
Mstep: Class 47 contains 38680 members 
Mstep: Class 48 contains 12774 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171564.000000 Penalty: 172761.734375
Iteration 150Q: 53 clusters Score -5.117156e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3050 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21775 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24450 members 
Mstep: Class 18 contains 15718 members 
Mstep: Class 19 contains 60788 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7133 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 3056 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20244 members 
Mstep: Class 31 contains 17013 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3242 members 
Mstep: Class 36 contains 1302 members 
Mstep: Class 37 contains 8417 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8634 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10537 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12849 members 
Mstep: Class 46 contains 17209 members 
Mstep: Class 47 contains 38678 members 
Mstep: Class 48 contains 12772 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171612.000000 Penalty: 172761.734375
Iteration 151Q: 53 clusters Score -5.117161e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3049 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9949 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8193 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 55008 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21769 members 
Mstep: Class 15 contains 7330 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24454 members 
Mstep: Class 18 contains 15716 members 
Mstep: Class 19 contains 60788 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7129 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3803 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3055 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20232 members 
Mstep: Class 31 contains 17014 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3303 members 
Mstep: Class 36 contains 1304 members 
Mstep: Class 37 contains 8415 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8632 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10536 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12841 members 
Mstep: Class 46 contains 17189 members 
Mstep: Class 47 contains 38671 members 
Mstep: Class 48 contains 12776 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171592.000000 Penalty: 172761.734375
Iteration 152Q: 53 clusters Score -5.117159e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9951 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 55007 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21760 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24454 members 
Mstep: Class 18 contains 15715 members 
Mstep: Class 19 contains 60789 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 663 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7125 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3832 members 
Mstep: Class 27 contains 16644 members 
Mstep: Class 28 contains 3054 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20217 members 
Mstep: Class 31 contains 17018 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3356 members 
Mstep: Class 36 contains 1305 members 
Mstep: Class 37 contains 8414 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8632 members 
Mstep: Class 40 contains 7157 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10540 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12832 members 
Mstep: Class 46 contains 17170 members 
Mstep: Class 47 contains 38669 members 
Mstep: Class 48 contains 12776 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1783 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171604.000000 Penalty: 172761.734375
Iteration 153Q: 53 clusters Score -5.11716e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9952 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8119 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 55005 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21746 members 
Mstep: Class 15 contains 7334 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24452 members 
Mstep: Class 18 contains 15716 members 
Mstep: Class 19 contains 60790 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7125 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3855 members 
Mstep: Class 27 contains 16641 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20202 members 
Mstep: Class 31 contains 17019 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 1306 members 
Mstep: Class 37 contains 8410 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8632 members 
Mstep: Class 40 contains 7158 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10551 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12829 members 
Mstep: Class 46 contains 17156 members 
Mstep: Class 47 contains 38666 members 
Mstep: Class 48 contains 12779 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1784 members 
Mstep: Class 51 contains 1635 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171660.000000 Penalty: 172761.734375
Iteration 154Q: 53 clusters Score -5.117166e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9953 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21734 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24452 members 
Mstep: Class 18 contains 15715 members 
Mstep: Class 19 contains 60791 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7120 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3883 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20192 members 
Mstep: Class 31 contains 17020 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3473 members 
Mstep: Class 36 contains 1307 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8630 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10553 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12816 members 
Mstep: Class 46 contains 17147 members 
Mstep: Class 47 contains 38661 members 
Mstep: Class 48 contains 12788 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1785 members 
Mstep: Class 51 contains 1635 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171828.000000 Penalty: 172761.734375
Iteration 155Q: 53 clusters Score -5.117183e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9954 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21722 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24447 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60793 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7119 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3905 members 
Mstep: Class 27 contains 16640 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20188 members 
Mstep: Class 31 contains 17022 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3538 members 
Mstep: Class 36 contains 1308 members 
Mstep: Class 37 contains 8403 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8628 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10560 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12809 members 
Mstep: Class 46 contains 17139 members 
Mstep: Class 47 contains 38658 members 
Mstep: Class 48 contains 12791 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1785 members 
Mstep: Class 51 contains 1635 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171792.000000 Penalty: 172761.734375
Iteration 156Q: 53 clusters Score -5.117179e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9955 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7952 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21720 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24444 members 
Mstep: Class 18 contains 15718 members 
Mstep: Class 19 contains 60794 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9534 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3928 members 
Mstep: Class 27 contains 16639 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20185 members 
Mstep: Class 31 contains 17024 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3607 members 
Mstep: Class 36 contains 1309 members 
Mstep: Class 37 contains 8398 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8626 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10567 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12794 members 
Mstep: Class 46 contains 17134 members 
Mstep: Class 47 contains 38654 members 
Mstep: Class 48 contains 12795 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1785 members 
Mstep: Class 51 contains 1635 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171888.000000 Penalty: 172761.734375
Iteration 157Q: 53 clusters Score -5.117189e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24440 members 
Mstep: Class 18 contains 15718 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9532 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7107 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20184 members 
Mstep: Class 31 contains 17031 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3671 members 
Mstep: Class 36 contains 1312 members 
Mstep: Class 37 contains 8402 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8621 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1346 members 
Mstep: Class 43 contains 10572 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12775 members 
Mstep: Class 46 contains 17123 members 
Mstep: Class 47 contains 38651 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171808.000000 Penalty: 172761.734375
Iteration 158Q: 53 clusters Score -5.117181e+07 nChanged 164
Entering ConstructFrom: 
Score: -51171808.000000 Penalty: 172761.734375
Entering ConstructFrom: 
Trying to split cluster 1 (56383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Entering Unmasked Estep 
Score: -4523796.500000 Penalty: 2713.101074
	Iteration 0F: 2 clusters Score -4523796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -4485752.500000 Penalty: 5426.202148
	Iteration 0F: 3 clusters Score -4485752 nChanged 26123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4500470.000000 Penalty: 5426.202148
	Iteration 1F: 3 clusters Score -4500470 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4501404.000000 Penalty: 5426.202148
	Iteration 2Q: 3 clusters Score -4501404 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4502707.500000 Penalty: 5426.202148
	Iteration 3Q: 3 clusters Score -4502708 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4504548.000000 Penalty: 5426.202148
	Iteration 4F: 3 clusters Score -4504548 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4506751.500000 Penalty: 5426.202148
	Iteration 5F: 3 clusters Score -4506752 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4509179.000000 Penalty: 5426.202148
	Iteration 6F: 3 clusters Score -4509179 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -4511452.500000 Penalty: 5426.202148
	Iteration 7F: 3 clusters Score -4511452 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -4513761.500000 Penalty: 5426.202148
	Iteration 8F: 3 clusters Score -4513762 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -4516005.000000 Penalty: 5426.202148
	Iteration 9Q: 3 clusters Score -4516005 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -4517943.500000 Penalty: 5426.202148
	Iteration 10Q: 3 clusters Score -4517944 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -4519168.000000 Penalty: 5426.202148
	Iteration 11Q: 3 clusters Score -4519168 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -4519860.000000 Penalty: 5426.202148
	Iteration 12Q: 3 clusters Score -4519860 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -4520259.000000 Penalty: 5426.202148
	Iteration 13Q: 3 clusters Score -4520259 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -4520509.500000 Penalty: 5426.202148
	Iteration 14Q: 3 clusters Score -4520510 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -4520668.000000 Penalty: 5426.202148
	Iteration 15Q: 3 clusters Score -4520668 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -4520806.000000 Penalty: 5426.202148
	Iteration 16Q: 3 clusters Score -4520806 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -4520918.000000 Penalty: 5426.202148
	Iteration 17Q: 3 clusters Score -4520918 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -4521008.500000 Penalty: 5426.202148
	Iteration 18Q: 3 clusters Score -4521008 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -4521059.500000 Penalty: 5426.202148
	Iteration 19Q: 3 clusters Score -4521060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -4521095.000000 Penalty: 5426.202148
	Iteration 20F: 3 clusters Score -4521095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -4521133.500000 Penalty: 5426.202148
	Iteration 21Q: 3 clusters Score -4521134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -4521165.500000 Penalty: 5426.202148
	Iteration 22Q: 3 clusters Score -4521166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -4521204.000000 Penalty: 5426.202148
	Iteration 23Q: 3 clusters Score -4521204 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -4521213.500000 Penalty: 5426.202148
	Iteration 24Q: 3 clusters Score -4521214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -4521223.500000 Penalty: 5426.202148
	Iteration 25Q: 3 clusters Score -4521224 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -4521236.000000 Penalty: 5426.202148
	Iteration 26Q: 3 clusters Score -4521236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -4521253.000000 Penalty: 5426.202148
	Iteration 27Q: 3 clusters Score -4521253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -4521253.500000 Penalty: 5426.202148
	Iteration 28Q: 3 clusters Score -4521254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -4521259.500000 Penalty: 5426.202148
	Iteration 29Q: 3 clusters Score -4521260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -4521255.000000 Penalty: 5426.202148
	Iteration 30Q: 3 clusters Score -4521255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -4521254.000000 Penalty: 5426.202148
	Iteration 31Q: 3 clusters Score -4521254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -4521266.500000 Penalty: 5426.202148
	Iteration 32Q: 3 clusters Score -4521266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -4521280.000000 Penalty: 5426.202148
	Iteration 33Q: 3 clusters Score -4521280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -4521277.000000 Penalty: 5426.202148
	Iteration 34Q: 3 clusters Score -4521277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -4521278.000000 Penalty: 5426.202148
	Iteration 35Q: 3 clusters Score -4521278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -4521288.500000 Penalty: 5426.202148
	Iteration 36Q: 3 clusters Score -4521288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -4521291.000000 Penalty: 5426.202148
	Iteration 37Q: 3 clusters Score -4521291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -4521302.500000 Penalty: 5426.202148
	Iteration 38Q: 3 clusters Score -4521302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -4521304.500000 Penalty: 5426.202148
	Iteration 39Q: 3 clusters Score -4521304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -4521311.000000 Penalty: 5426.202148
	Iteration 40F: 3 clusters Score -4521311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -4521312.500000 Penalty: 5426.202148
	Iteration 41Q: 3 clusters Score -4521312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -4521309.500000 Penalty: 5426.202148
	Iteration 42Q: 3 clusters Score -4521310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -4521312.000000 Penalty: 5426.202148
	Iteration 43Q: 3 clusters Score -4521312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -4521312.000000 Penalty: 5426.202148
	Iteration 44Q: 3 clusters Score -4521312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -4521314.500000 Penalty: 5426.202148
	Iteration 45Q: 3 clusters Score -4521314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -4521317.500000 Penalty: 5426.202148
	Iteration 46Q: 3 clusters Score -4521318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -4521312.500000 Penalty: 5426.202148
	Iteration 47Q: 3 clusters Score -4521312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -4521315.000000 Penalty: 5426.202148
	Iteration 48Q: 3 clusters Score -4521315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -4521314.500000 Penalty: 5426.202148
	Iteration 49Q: 3 clusters Score -4521314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -4521315.500000 Penalty: 5426.202148
	Iteration 50Q: 3 clusters Score -4521316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -4521318.000000 Penalty: 5426.202148
	Iteration 51Q: 3 clusters Score -4521318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -4521315.500000 Penalty: 5426.202148
	Iteration 52Q: 3 clusters Score -4521316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -4521318.000000 Penalty: 5426.202148
	Iteration 53Q: 3 clusters Score -4521318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -4521318.000000 Penalty: 5426.202148
	Iteration 54F: 3 clusters Score -4521318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -189231.343750 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -189231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -186377.937500 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -186377.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186950.796875 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -186950.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -187100.406250 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -187100.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -187181.546875 Penalty: 3856.745117
	Iteration 3Q: 3 clusters Score -187181.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -187222.875000 Penalty: 3856.745117
	Iteration 4Q: 3 clusters Score -187222.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -187258.218750 Penalty: 3856.745117
	Iteration 5Q: 3 clusters Score -187258.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -187284.796875 Penalty: 3856.745117
	Iteration 6Q: 3 clusters Score -187284.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -187300.531250 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -187300.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -187314.906250 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -187314.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -187332.656250 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -187332.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187346.843750 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -187346.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -187359.109375 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -187359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -187367.703125 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -187367.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187376.937500 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -187376.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -187384.468750 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -187384.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -187397.062500 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -187397.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -187412.093750 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -187412.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187427.546875 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -187427.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -187447.906250 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -187447.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -187471.875000 Penalty: 3856.745117
	Iteration 19Q: 3 clusters Score -187471.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187496.578125 Penalty: 3856.745117
	Iteration 20F: 3 clusters Score -187496.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -187522.562500 Penalty: 3856.745117
	Iteration 21Q: 3 clusters Score -187522.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187552.875000 Penalty: 3856.745117
	Iteration 22Q: 3 clusters Score -187552.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187588.671875 Penalty: 3856.745117
	Iteration 23Q: 3 clusters Score -187588.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -187639.843750 Penalty: 3856.745117
	Iteration 24Q: 3 clusters Score -187639.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187692.859375 Penalty: 3856.745117
	Iteration 25Q: 3 clusters Score -187692.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -187759.984375 Penalty: 3856.745117
	Iteration 26Q: 3 clusters Score -187760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -187835.109375 Penalty: 3856.745117
	Iteration 27Q: 3 clusters Score -187835.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -187916.218750 Penalty: 3856.745117
	Iteration 28Q: 3 clusters Score -187916.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -187988.234375 Penalty: 3856.745117
	Iteration 29Q: 3 clusters Score -187988.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -188050.687500 Penalty: 3856.745117
	Iteration 30Q: 3 clusters Score -188050.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188112.296875 Penalty: 3856.745117
	Iteration 31Q: 3 clusters Score -188112.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -188169.234375 Penalty: 3856.745117
	Iteration 32Q: 3 clusters Score -188169.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -188203.609375 Penalty: 3856.745117
	Iteration 33Q: 3 clusters Score -188203.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188223.140625 Penalty: 3856.745117
	Iteration 34Q: 3 clusters Score -188223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -188232.640625 Penalty: 3856.745117
	Iteration 35Q: 3 clusters Score -188232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188241.921875 Penalty: 3856.745117
	Iteration 36Q: 3 clusters Score -188241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -188247.875000 Penalty: 3856.745117
	Iteration 37Q: 3 clusters Score -188247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -188253.937500 Penalty: 3856.745117
	Iteration 38Q: 3 clusters Score -188253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -188258.031250 Penalty: 3856.745117
	Iteration 39Q: 3 clusters Score -188258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -188260.109375 Penalty: 3856.745117
	Iteration 40F: 3 clusters Score -188260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -188262.671875 Penalty: 3856.745117
	Iteration 41Q: 3 clusters Score -188262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188265.421875 Penalty: 3856.745117
	Iteration 42Q: 3 clusters Score -188265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188270.359375 Penalty: 3856.745117
	Iteration 43Q: 3 clusters Score -188270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188270.359375 Penalty: 3856.745117
	Iteration 44F: 3 clusters Score -188270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -230258.078125 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -230258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -227054.000000 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -227054 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -227870.203125 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -227870.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -228186.781250 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -228186.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -228501.234375 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -228501.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -228986.453125 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -228986.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -229639.062500 Penalty: 3978.705811
	Iteration 5F: 3 clusters Score -229639.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -230140.687500 Penalty: 3978.705811
	Iteration 6F: 3 clusters Score -230140.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -230472.734375 Penalty: 3978.705811
	Iteration 7F: 3 clusters Score -230472.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -230681.843750 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -230681.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -230854.859375 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -230854.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -230931.375000 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -230931.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -230958.562500 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -230958.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -230971.046875 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -230971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -230978.796875 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -230978.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -230982.546875 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -230982.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -230986.218750 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -230986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -230987.859375 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -230987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -230995.187500 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -230995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -230999.671875 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -230999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -230999.671875 Penalty: 3978.705811
	Iteration 19F: 3 clusters Score -230999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20186 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 8400 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10582 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 17109 members 
Mstep: Class 47 contains 38645 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 1841 members 
Entering Unmasked Estep 
Score: -51171344.000000 Penalty: 176084.062500
Splitting cluster 3 changes total score from -51171808.000000 to -51171344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Entering Unmasked Estep 
Score: -1275019.375000 Penalty: 2394.064697
	Iteration 0F: 2 clusters Score -1275019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1263729.875000 Penalty: 4788.129395
	Iteration 0F: 3 clusters Score -1263730 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1267470.625000 Penalty: 4788.129395
	Iteration 1F: 3 clusters Score -1267471 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1267868.625000 Penalty: 4788.129395
	Iteration 2F: 3 clusters Score -1267869 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1268212.250000 Penalty: 4788.129395
	Iteration 3F: 3 clusters Score -1268212 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1268567.625000 Penalty: 4788.129395
	Iteration 4Q: 3 clusters Score -1268568 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1269025.500000 Penalty: 4788.129395
	Iteration 5F: 3 clusters Score -1269026 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1269552.500000 Penalty: 4788.129395
	Iteration 6F: 3 clusters Score -1269552 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1270104.125000 Penalty: 4788.129395
	Iteration 7F: 3 clusters Score -1270104 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1270620.500000 Penalty: 4788.129395
	Iteration 8F: 3 clusters Score -1270620 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1271029.375000 Penalty: 4788.129395
	Iteration 9Q: 3 clusters Score -1271029 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1271345.375000 Penalty: 4788.129395
	Iteration 10Q: 3 clusters Score -1271345 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1271638.625000 Penalty: 4788.129395
	Iteration 11Q: 3 clusters Score -1271639 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1271871.250000 Penalty: 4788.129395
	Iteration 12Q: 3 clusters Score -1271871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1272050.000000 Penalty: 4788.129395
	Iteration 13Q: 3 clusters Score -1272050 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1272204.625000 Penalty: 4788.129395
	Iteration 14Q: 3 clusters Score -1272205 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1272342.250000 Penalty: 4788.129395
	Iteration 15Q: 3 clusters Score -1272342 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1272433.125000 Penalty: 4788.129395
	Iteration 16Q: 3 clusters Score -1272433 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1272501.500000 Penalty: 4788.129395
	Iteration 17Q: 3 clusters Score -1272502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1272566.625000 Penalty: 4788.129395
	Iteration 18Q: 3 clusters Score -1272567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1272612.125000 Penalty: 4788.129395
	Iteration 19Q: 3 clusters Score -1272612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1272646.000000 Penalty: 4788.129395
	Iteration 20F: 3 clusters Score -1272646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1272677.625000 Penalty: 4788.129395
	Iteration 21Q: 3 clusters Score -1272678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1272705.250000 Penalty: 4788.129395
	Iteration 22Q: 3 clusters Score -1272705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1272734.000000 Penalty: 4788.129395
	Iteration 23Q: 3 clusters Score -1272734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1272775.625000 Penalty: 4788.129395
	Iteration 24Q: 3 clusters Score -1272776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1272803.000000 Penalty: 4788.129395
	Iteration 25Q: 3 clusters Score -1272803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1272822.500000 Penalty: 4788.129395
	Iteration 26Q: 3 clusters Score -1272822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1272847.250000 Penalty: 4788.129395
	Iteration 27Q: 3 clusters Score -1272847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1272865.375000 Penalty: 4788.129395
	Iteration 28Q: 3 clusters Score -1272865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1272874.875000 Penalty: 4788.129395
	Iteration 29Q: 3 clusters Score -1272875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1272886.875000 Penalty: 4788.129395
	Iteration 30Q: 3 clusters Score -1272887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1272891.500000 Penalty: 4788.129395
	Iteration 31Q: 3 clusters Score -1272892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1272896.625000 Penalty: 4788.129395
	Iteration 32Q: 3 clusters Score -1272897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1272902.125000 Penalty: 4788.129395
	Iteration 33Q: 3 clusters Score -1272902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1272906.625000 Penalty: 4788.129395
	Iteration 34Q: 3 clusters Score -1272907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1272910.125000 Penalty: 4788.129395
	Iteration 35Q: 3 clusters Score -1272910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1272912.875000 Penalty: 4788.129395
	Iteration 36Q: 3 clusters Score -1272913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1272912.250000 Penalty: 4788.129395
	Iteration 37Q: 3 clusters Score -1272912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1272913.500000 Penalty: 4788.129395
	Iteration 38Q: 3 clusters Score -1272914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1272915.750000 Penalty: 4788.129395
	Iteration 39Q: 3 clusters Score -1272916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1272916.625000 Penalty: 4788.129395
	Iteration 40F: 3 clusters Score -1272917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1272918.750000 Penalty: 4788.129395
	Iteration 41Q: 3 clusters Score -1272919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1272918.750000 Penalty: 4788.129395
	Iteration 42F: 3 clusters Score -1272919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Entering Unmasked Estep 
Score: -1769646.750000 Penalty: 2478.220703
	Iteration 0F: 2 clusters Score -1769647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1754398.375000 Penalty: 4956.441406
	Iteration 0F: 3 clusters Score -1754398 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1759560.125000 Penalty: 4956.441406
	Iteration 1F: 3 clusters Score -1759560 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1760009.625000 Penalty: 4956.441406
	Iteration 2F: 3 clusters Score -1760010 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1760426.375000 Penalty: 4956.441406
	Iteration 3Q: 3 clusters Score -1760426 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1760850.500000 Penalty: 4956.441406
	Iteration 4Q: 3 clusters Score -1760850 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1761340.500000 Penalty: 4956.441406
	Iteration 5Q: 3 clusters Score -1761340 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1761951.625000 Penalty: 4956.441406
	Iteration 6F: 3 clusters Score -1761952 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1762686.250000 Penalty: 4956.441406
	Iteration 7F: 3 clusters Score -1762686 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1763503.250000 Penalty: 4956.441406
	Iteration 8F: 3 clusters Score -1763503 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1764363.000000 Penalty: 4956.441406
	Iteration 9F: 3 clusters Score -1764363 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1765154.500000 Penalty: 4956.441406
	Iteration 10F: 3 clusters Score -1765154 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1765824.875000 Penalty: 4956.441406
	Iteration 11Q: 3 clusters Score -1765825 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1766340.500000 Penalty: 4956.441406
	Iteration 12Q: 3 clusters Score -1766340 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1766716.625000 Penalty: 4956.441406
	Iteration 13Q: 3 clusters Score -1766717 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -1766939.750000 Penalty: 4956.441406
	Iteration 14Q: 3 clusters Score -1766940 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1767101.500000 Penalty: 4956.441406
	Iteration 15Q: 3 clusters Score -1767102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -1767205.375000 Penalty: 4956.441406
	Iteration 16Q: 3 clusters Score -1767205 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1767303.500000 Penalty: 4956.441406
	Iteration 17Q: 3 clusters Score -1767304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1767373.250000 Penalty: 4956.441406
	Iteration 18Q: 3 clusters Score -1767373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1767409.500000 Penalty: 4956.441406
	Iteration 19Q: 3 clusters Score -1767410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1767440.875000 Penalty: 4956.441406
	Iteration 20F: 3 clusters Score -1767441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -1767462.625000 Penalty: 4956.441406
	Iteration 21Q: 3 clusters Score -1767463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1767482.250000 Penalty: 4956.441406
	Iteration 22Q: 3 clusters Score -1767482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -1767500.375000 Penalty: 4956.441406
	Iteration 23Q: 3 clusters Score -1767500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -1767514.750000 Penalty: 4956.441406
	Iteration 24Q: 3 clusters Score -1767515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -1767518.000000 Penalty: 4956.441406
	Iteration 25Q: 3 clusters Score -1767518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -1767521.375000 Penalty: 4956.441406
	Iteration 26Q: 3 clusters Score -1767521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -1767522.625000 Penalty: 4956.441406
	Iteration 27Q: 3 clusters Score -1767523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1767529.500000 Penalty: 4956.441406
	Iteration 28Q: 3 clusters Score -1767530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -1767532.500000 Penalty: 4956.441406
	Iteration 29Q: 3 clusters Score -1767532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -1767535.375000 Penalty: 4956.441406
	Iteration 30Q: 3 clusters Score -1767535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1767537.750000 Penalty: 4956.441406
	Iteration 31Q: 3 clusters Score -1767538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -1767541.625000 Penalty: 4956.441406
	Iteration 32Q: 3 clusters Score -1767542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -1767542.375000 Penalty: 4956.441406
	Iteration 33Q: 3 clusters Score -1767542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1767550.375000 Penalty: 4956.441406
	Iteration 34Q: 3 clusters Score -1767550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -1767548.750000 Penalty: 4956.441406
	Iteration 35Q: 3 clusters Score -1767549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1767551.625000 Penalty: 4956.441406
	Iteration 36Q: 3 clusters Score -1767552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1767551.750000 Penalty: 4956.441406
	Iteration 37Q: 3 clusters Score -1767552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1767551.625000 Penalty: 4956.441406
	Iteration 38Q: 3 clusters Score -1767552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1767551.625000 Penalty: 4956.441406
	Iteration 39F: 3 clusters Score -1767552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Entering Unmasked Estep 
Score: -820115.625000 Penalty: 2283.070801
	Iteration 0F: 2 clusters Score -820115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -812479.187500 Penalty: 4566.141602
	Iteration 0F: 3 clusters Score -812479.2 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -814834.062500 Penalty: 4566.141602
	Iteration 1F: 3 clusters Score -814834.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -815385.625000 Penalty: 4566.141602
	Iteration 2F: 3 clusters Score -815385.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -815913.187500 Penalty: 4566.141602
	Iteration 3F: 3 clusters Score -815913.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -816350.750000 Penalty: 4566.141602
	Iteration 4F: 3 clusters Score -816350.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -816789.250000 Penalty: 4566.141602
	Iteration 5F: 3 clusters Score -816789.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -817209.875000 Penalty: 4566.141602
	Iteration 6F: 3 clusters Score -817209.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -817655.437500 Penalty: 4566.141602
	Iteration 7F: 3 clusters Score -817655.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -818127.250000 Penalty: 4566.141602
	Iteration 8F: 3 clusters Score -818127.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -818593.437500 Penalty: 4566.141602
	Iteration 9Q: 3 clusters Score -818593.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -818991.437500 Penalty: 4566.141602
	Iteration 10Q: 3 clusters Score -818991.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -819227.437500 Penalty: 4566.141602
	Iteration 11Q: 3 clusters Score -819227.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -819373.937500 Penalty: 4566.141602
	Iteration 12Q: 3 clusters Score -819373.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -819462.437500 Penalty: 4566.141602
	Iteration 13Q: 3 clusters Score -819462.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -819552.687500 Penalty: 4566.141602
	Iteration 14Q: 3 clusters Score -819552.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -819635.375000 Penalty: 4566.141602
	Iteration 15Q: 3 clusters Score -819635.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -819713.937500 Penalty: 4566.141602
	Iteration 16Q: 3 clusters Score -819713.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -819817.375000 Penalty: 4566.141602
	Iteration 17Q: 3 clusters Score -819817.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -819929.687500 Penalty: 4566.141602
	Iteration 18Q: 3 clusters Score -819929.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -820029.750000 Penalty: 4566.141602
	Iteration 19Q: 3 clusters Score -820029.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -820092.062500 Penalty: 4566.141602
	Iteration 20F: 3 clusters Score -820092.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -820117.062500 Penalty: 4566.141602
	Iteration 21Q: 3 clusters Score -820117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -820126.812500 Penalty: 4566.141602
	Iteration 22Q: 3 clusters Score -820126.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -820130.625000 Penalty: 4566.141602
	Iteration 23Q: 3 clusters Score -820130.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -820137.125000 Penalty: 4566.141602
	Iteration 24Q: 3 clusters Score -820137.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -820140.875000 Penalty: 4566.141602
	Iteration 25Q: 3 clusters Score -820140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -820139.812500 Penalty: 4566.141602
	Iteration 26Q: 3 clusters Score -820139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -820141.375000 Penalty: 4566.141602
	Iteration 27Q: 3 clusters Score -820141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -820142.062500 Penalty: 4566.141602
	Iteration 28Q: 3 clusters Score -820142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -820143.062500 Penalty: 4566.141602
	Iteration 29Q: 3 clusters Score -820143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -820142.812500 Penalty: 4566.141602
	Iteration 30Q: 3 clusters Score -820142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -820143.437500 Penalty: 4566.141602
	Iteration 31Q: 3 clusters Score -820143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -820143.437500 Penalty: 4566.141602
	Iteration 32F: 3 clusters Score -820143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20186 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 8400 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10582 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 17109 members 
Mstep: Class 47 contains 38645 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 8058 members 
Entering Unmasked Estep 
Score: -51170720.000000 Penalty: 176084.062500
Splitting cluster 6 changes total score from -51171808.000000 to -51170720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -778586.625000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -778586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -771049.750000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -771049.8 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -773314.500000 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -773314.5 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -773723.937500 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -773723.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -774116.375000 Penalty: 4555.567871
	Iteration 3F: 3 clusters Score -774116.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -774574.937500 Penalty: 4555.567871
	Iteration 4F: 3 clusters Score -774574.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -775083.812500 Penalty: 4555.567871
	Iteration 5F: 3 clusters Score -775083.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -775546.312500 Penalty: 4555.567871
	Iteration 6F: 3 clusters Score -775546.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -775953.687500 Penalty: 4555.567871
	Iteration 7F: 3 clusters Score -775953.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -776299.500000 Penalty: 4555.567871
	Iteration 8F: 3 clusters Score -776299.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -776578.750000 Penalty: 4555.567871
	Iteration 9Q: 3 clusters Score -776578.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -776779.187500 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -776779.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -776923.062500 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -776923.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -777029.750000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -777029.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -777107.500000 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -777107.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -777166.500000 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -777166.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -777204.625000 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -777204.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -777248.562500 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -777248.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -777287.250000 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -777287.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -777322.000000 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -777322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -777338.812500 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -777338.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -777351.875000 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -777351.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -777360.437500 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -777360.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -777373.062500 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -777373.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -777379.875000 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -777379.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -777389.062500 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -777389.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -777394.500000 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -777394.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -777402.000000 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -777402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -777407.000000 Penalty: 4555.567871
	Iteration 27Q: 3 clusters Score -777407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -777409.000000 Penalty: 4555.567871
	Iteration 28Q: 3 clusters Score -777409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -777415.312500 Penalty: 4555.567871
	Iteration 29Q: 3 clusters Score -777415.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -777419.500000 Penalty: 4555.567871
	Iteration 30Q: 3 clusters Score -777419.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -777419.812500 Penalty: 4555.567871
	Iteration 31Q: 3 clusters Score -777419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -777425.000000 Penalty: 4555.567871
	Iteration 32Q: 3 clusters Score -777425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -777426.000000 Penalty: 4555.567871
	Iteration 33Q: 3 clusters Score -777426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -777426.375000 Penalty: 4555.567871
	Iteration 34Q: 3 clusters Score -777426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -777426.687500 Penalty: 4555.567871
	Iteration 35Q: 3 clusters Score -777426.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -777427.437500 Penalty: 4555.567871
	Iteration 36Q: 3 clusters Score -777427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -777428.312500 Penalty: 4555.567871
	Iteration 37Q: 3 clusters Score -777428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -777428.312500 Penalty: 4555.567871
	Iteration 38Q: 3 clusters Score -777428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -777428.750000 Penalty: 4555.567871
	Iteration 39Q: 3 clusters Score -777428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -777428.625000 Penalty: 4555.567871
	Iteration 40F: 3 clusters Score -777428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -777429.687500 Penalty: 4555.567871
	Iteration 41Q: 3 clusters Score -777429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -777429.687500 Penalty: 4555.567871
	Iteration 42F: 3 clusters Score -777429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Entering Unmasked Estep 
Score: -628993.125000 Penalty: 2223.466553
	Iteration 0F: 2 clusters Score -628993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -622711.625000 Penalty: 4446.933105
	Iteration 0F: 3 clusters Score -622711.6 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -624804.625000 Penalty: 4446.933105
	Iteration 1F: 3 clusters Score -624804.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -625691.187500 Penalty: 4446.933105
	Iteration 2F: 3 clusters Score -625691.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -626385.187500 Penalty: 4446.933105
	Iteration 3F: 3 clusters Score -626385.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -626884.250000 Penalty: 4446.933105
	Iteration 4F: 3 clusters Score -626884.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -627294.312500 Penalty: 4446.933105
	Iteration 5F: 3 clusters Score -627294.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -627624.937500 Penalty: 4446.933105
	Iteration 6Q: 3 clusters Score -627624.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -627890.750000 Penalty: 4446.933105
	Iteration 7Q: 3 clusters Score -627890.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -628122.312500 Penalty: 4446.933105
	Iteration 8Q: 3 clusters Score -628122.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -628306.375000 Penalty: 4446.933105
	Iteration 9Q: 3 clusters Score -628306.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -628430.187500 Penalty: 4446.933105
	Iteration 10Q: 3 clusters Score -628430.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -628515.375000 Penalty: 4446.933105
	Iteration 11Q: 3 clusters Score -628515.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -628579.687500 Penalty: 4446.933105
	Iteration 12Q: 3 clusters Score -628579.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -628646.750000 Penalty: 4446.933105
	Iteration 13Q: 3 clusters Score -628646.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -628700.000000 Penalty: 4446.933105
	Iteration 14Q: 3 clusters Score -628700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -628765.062500 Penalty: 4446.933105
	Iteration 15Q: 3 clusters Score -628765.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -628840.187500 Penalty: 4446.933105
	Iteration 16Q: 3 clusters Score -628840.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -628902.500000 Penalty: 4446.933105
	Iteration 17Q: 3 clusters Score -628902.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -628958.062500 Penalty: 4446.933105
	Iteration 18Q: 3 clusters Score -628958.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -629004.437500 Penalty: 4446.933105
	Iteration 19Q: 3 clusters Score -629004.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -629048.062500 Penalty: 4446.933105
	Iteration 20F: 3 clusters Score -629048.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -629095.187500 Penalty: 4446.933105
	Iteration 21Q: 3 clusters Score -629095.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -629136.250000 Penalty: 4446.933105
	Iteration 22Q: 3 clusters Score -629136.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -629158.562500 Penalty: 4446.933105
	Iteration 23Q: 3 clusters Score -629158.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -629174.125000 Penalty: 4446.933105
	Iteration 24Q: 3 clusters Score -629174.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -629186.187500 Penalty: 4446.933105
	Iteration 25Q: 3 clusters Score -629186.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -629193.000000 Penalty: 4446.933105
	Iteration 26Q: 3 clusters Score -629193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -629201.062500 Penalty: 4446.933105
	Iteration 27Q: 3 clusters Score -629201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -629207.250000 Penalty: 4446.933105
	Iteration 28Q: 3 clusters Score -629207.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -629214.750000 Penalty: 4446.933105
	Iteration 29Q: 3 clusters Score -629214.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -629216.250000 Penalty: 4446.933105
	Iteration 30Q: 3 clusters Score -629216.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -629219.625000 Penalty: 4446.933105
	Iteration 31Q: 3 clusters Score -629219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -629221.875000 Penalty: 4446.933105
	Iteration 32Q: 3 clusters Score -629221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -629223.000000 Penalty: 4446.933105
	Iteration 33Q: 3 clusters Score -629223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -629224.500000 Penalty: 4446.933105
	Iteration 34Q: 3 clusters Score -629224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -629225.062500 Penalty: 4446.933105
	Iteration 35Q: 3 clusters Score -629225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -629226.125000 Penalty: 4446.933105
	Iteration 36Q: 3 clusters Score -629226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -629225.687500 Penalty: 4446.933105
	Iteration 37Q: 3 clusters Score -629225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -629227.062500 Penalty: 4446.933105
	Iteration 38Q: 3 clusters Score -629227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -629227.750000 Penalty: 4446.933105
	Iteration 39Q: 3 clusters Score -629227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -629228.812500 Penalty: 4446.933105
	Iteration 40F: 3 clusters Score -629228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -629229.187500 Penalty: 4446.933105
	Iteration 41Q: 3 clusters Score -629229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -629229.625000 Penalty: 4446.933105
	Iteration 42Q: 3 clusters Score -629229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -629229.625000 Penalty: 4446.933105
	Iteration 43F: 3 clusters Score -629229.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 5502 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20186 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 8400 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10582 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 17109 members 
Mstep: Class 47 contains 38645 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 2327 members 
Entering Unmasked Estep 
Score: -51171180.000000 Penalty: 176084.062500
Splitting cluster 8 changes total score from -51171808.000000 to -51171180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -115102.593750 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -115102.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -112546.773438 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -112546.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -113336.914062 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -113336.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -113685.164062 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -113685.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -113961.562500 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -113961.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -114171.476562 Penalty: 3777.187988
	Iteration 4F: 3 clusters Score -114171.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -114309.960938 Penalty: 3777.187988
	Iteration 5F: 3 clusters Score -114310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114389.390625 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -114389.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -114444.101562 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -114444.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -114474.789062 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -114474.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -114491.953125 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -114492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -114511.335938 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -114511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -114515.312500 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -114515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -114518.531250 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -114518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -114523.250000 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -114523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -114526.070312 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -114526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114530.445312 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -114530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114531.656250 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -114531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -114534.515625 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -114534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -114537.531250 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -114537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -114540.476562 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -114540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -114541.351562 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -114541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -114542.882812 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -114542.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -114543.367188 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -114543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -114543.367188 Penalty: 3777.187988
	Iteration 23F: 3 clusters Score -114543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -809554.937500 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -809554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -801951.312500 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -801951.3 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -804205.375000 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -804205.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -804560.437500 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -804560.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -804824.125000 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -804824.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -805048.625000 Penalty: 4561.234863
	Iteration 4Q: 3 clusters Score -805048.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -805289.187500 Penalty: 4561.234863
	Iteration 5Q: 3 clusters Score -805289.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -805539.562500 Penalty: 4561.234863
	Iteration 6Q: 3 clusters Score -805539.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -805731.750000 Penalty: 4561.234863
	Iteration 7Q: 3 clusters Score -805731.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -805901.875000 Penalty: 4561.234863
	Iteration 8Q: 3 clusters Score -805901.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -806079.812500 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -806079.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -806259.562500 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -806259.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -806417.312500 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -806417.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -806545.875000 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -806545.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -806651.000000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -806651 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -806742.375000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -806742.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -806814.687500 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -806814.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -806874.562500 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -806874.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -806921.437500 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -806921.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -806962.062500 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -806962.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -806992.875000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -806992.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -807022.187500 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -807022.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -807044.875000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -807044.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -807066.062500 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -807066.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -807090.937500 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -807090.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -807119.312500 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -807119.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -807154.500000 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -807154.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -807191.750000 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -807191.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -807238.312500 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -807238.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -807276.687500 Penalty: 4561.234863
	Iteration 28Q: 3 clusters Score -807276.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -807303.125000 Penalty: 4561.234863
	Iteration 29Q: 3 clusters Score -807303.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -807337.187500 Penalty: 4561.234863
	Iteration 30Q: 3 clusters Score -807337.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -807359.562500 Penalty: 4561.234863
	Iteration 31Q: 3 clusters Score -807359.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -807380.312500 Penalty: 4561.234863
	Iteration 32Q: 3 clusters Score -807380.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -807405.875000 Penalty: 4561.234863
	Iteration 33Q: 3 clusters Score -807405.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -807429.437500 Penalty: 4561.234863
	Iteration 34Q: 3 clusters Score -807429.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -807451.500000 Penalty: 4561.234863
	Iteration 35Q: 3 clusters Score -807451.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -807468.750000 Penalty: 4561.234863
	Iteration 36Q: 3 clusters Score -807468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -807475.750000 Penalty: 4561.234863
	Iteration 37Q: 3 clusters Score -807475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -807489.187500 Penalty: 4561.234863
	Iteration 38Q: 3 clusters Score -807489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -807501.562500 Penalty: 4561.234863
	Iteration 39Q: 3 clusters Score -807501.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -807513.375000 Penalty: 4561.234863
	Iteration 40F: 3 clusters Score -807513.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -807524.937500 Penalty: 4561.234863
	Iteration 41Q: 3 clusters Score -807524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -807529.875000 Penalty: 4561.234863
	Iteration 42Q: 3 clusters Score -807529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -807537.750000 Penalty: 4561.234863
	Iteration 43Q: 3 clusters Score -807537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -807543.125000 Penalty: 4561.234863
	Iteration 44Q: 3 clusters Score -807543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -807549.812500 Penalty: 4561.234863
	Iteration 45Q: 3 clusters Score -807549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -807557.187500 Penalty: 4561.234863
	Iteration 46Q: 3 clusters Score -807557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -807561.937500 Penalty: 4561.234863
	Iteration 47Q: 3 clusters Score -807561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -807569.250000 Penalty: 4561.234863
	Iteration 48Q: 3 clusters Score -807569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -807578.500000 Penalty: 4561.234863
	Iteration 49Q: 3 clusters Score -807578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -807581.750000 Penalty: 4561.234863
	Iteration 50Q: 3 clusters Score -807581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -807584.375000 Penalty: 4561.234863
	Iteration 51Q: 3 clusters Score -807584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -807585.187500 Penalty: 4561.234863
	Iteration 52Q: 3 clusters Score -807585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -807586.875000 Penalty: 4561.234863
	Iteration 53Q: 3 clusters Score -807586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -807587.000000 Penalty: 4561.234863
	Iteration 54Q: 3 clusters Score -807587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -807590.437500 Penalty: 4561.234863
	Iteration 55Q: 3 clusters Score -807590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -807590.500000 Penalty: 4561.234863
	Iteration 56Q: 3 clusters Score -807590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -807591.812500 Penalty: 4561.234863
	Iteration 57Q: 3 clusters Score -807591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -807591.812500 Penalty: 4561.234863
	Iteration 58F: 3 clusters Score -807591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Entering Unmasked Estep 
Score: -4425701.500000 Penalty: 2706.959961
	Iteration 0F: 2 clusters Score -4425702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -4388773.500000 Penalty: 5413.919922
	Iteration 0F: 3 clusters Score -4388774 nChanged 25481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4402860.500000 Penalty: 5413.919922
	Iteration 1F: 3 clusters Score -4402860 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4403540.000000 Penalty: 5413.919922
	Iteration 2Q: 3 clusters Score -4403540 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -4404283.500000 Penalty: 5413.919922
	Iteration 3Q: 3 clusters Score -4404284 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4405290.000000 Penalty: 5413.919922
	Iteration 4Q: 3 clusters Score -4405290 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4406576.500000 Penalty: 5413.919922
	Iteration 5Q: 3 clusters Score -4406576 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4408176.000000 Penalty: 5413.919922
	Iteration 6F: 3 clusters Score -4408176 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4410092.000000 Penalty: 5413.919922
	Iteration 7F: 3 clusters Score -4410092 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4412395.000000 Penalty: 5413.919922
	Iteration 8F: 3 clusters Score -4412395 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4414923.500000 Penalty: 5413.919922
	Iteration 9F: 3 clusters Score -4414924 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4417607.000000 Penalty: 5413.919922
	Iteration 10F: 3 clusters Score -4417607 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4419988.000000 Penalty: 5413.919922
	Iteration 11Q: 3 clusters Score -4419988 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4421327.500000 Penalty: 5413.919922
	Iteration 12Q: 3 clusters Score -4421328 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4422187.500000 Penalty: 5413.919922
	Iteration 13Q: 3 clusters Score -4422188 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4422867.500000 Penalty: 5413.919922
	Iteration 14Q: 3 clusters Score -4422868 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -4423512.500000 Penalty: 5413.919922
	Iteration 15Q: 3 clusters Score -4423512 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -4424052.500000 Penalty: 5413.919922
	Iteration 16Q: 3 clusters Score -4424052 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -4424404.500000 Penalty: 5413.919922
	Iteration 17Q: 3 clusters Score -4424404 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4424576.500000 Penalty: 5413.919922
	Iteration 18Q: 3 clusters Score -4424576 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4424655.000000 Penalty: 5413.919922
	Iteration 19Q: 3 clusters Score -4424655 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4424695.000000 Penalty: 5413.919922
	Iteration 20F: 3 clusters Score -4424695 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -4424708.000000 Penalty: 5413.919922
	Iteration 21Q: 3 clusters Score -4424708 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -4424715.500000 Penalty: 5413.919922
	Iteration 22Q: 3 clusters Score -4424716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4424725.000000 Penalty: 5413.919922
	Iteration 23Q: 3 clusters Score -4424725 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -4424720.500000 Penalty: 5413.919922
	Iteration 24Q: 3 clusters Score -4424720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4424738.500000 Penalty: 5413.919922
	Iteration 25Q: 3 clusters Score -4424738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4424747.500000 Penalty: 5413.919922
	Iteration 26Q: 3 clusters Score -4424748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4424748.000000 Penalty: 5413.919922
	Iteration 27Q: 3 clusters Score -4424748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -4424750.500000 Penalty: 5413.919922
	Iteration 28Q: 3 clusters Score -4424750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -4424749.500000 Penalty: 5413.919922
	Iteration 29Q: 3 clusters Score -4424750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -4424738.500000 Penalty: 5413.919922
	Iteration 30Q: 3 clusters Score -4424738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4424744.000000 Penalty: 5413.919922
	Iteration 31Q: 3 clusters Score -4424744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -4424748.500000 Penalty: 5413.919922
	Iteration 32Q: 3 clusters Score -4424748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -4424752.500000 Penalty: 5413.919922
	Iteration 33Q: 3 clusters Score -4424752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -4424750.500000 Penalty: 5413.919922
	Iteration 34Q: 3 clusters Score -4424750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -4424746.000000 Penalty: 5413.919922
	Iteration 35Q: 3 clusters Score -4424746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4424752.500000 Penalty: 5413.919922
	Iteration 36Q: 3 clusters Score -4424752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -4424747.000000 Penalty: 5413.919922
	Iteration 37Q: 3 clusters Score -4424747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4424756.500000 Penalty: 5413.919922
	Iteration 38Q: 3 clusters Score -4424756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -4424753.500000 Penalty: 5413.919922
	Iteration 39Q: 3 clusters Score -4424754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -4424759.000000 Penalty: 5413.919922
	Iteration 40F: 3 clusters Score -4424759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -4424749.500000 Penalty: 5413.919922
	Iteration 41Q: 3 clusters Score -4424750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4424751.000000 Penalty: 5413.919922
	Iteration 42Q: 3 clusters Score -4424751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4424753.500000 Penalty: 5413.919922
	Iteration 43Q: 3 clusters Score -4424754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -4424757.000000 Penalty: 5413.919922
	Iteration 44Q: 3 clusters Score -4424757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -4424757.000000 Penalty: 5413.919922
	Iteration 45F: 3 clusters Score -4424757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Entering Unmasked Estep 
Score: -771387.687500 Penalty: 2304.921387
	Iteration 0F: 2 clusters Score -771387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -763256.875000 Penalty: 4609.842773
	Iteration 0F: 3 clusters Score -763256.9 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -765840.812500 Penalty: 4609.842773
	Iteration 1F: 3 clusters Score -765840.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -766363.812500 Penalty: 4609.842773
	Iteration 2F: 3 clusters Score -766363.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -766810.500000 Penalty: 4609.842773
	Iteration 3F: 3 clusters Score -766810.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -767153.375000 Penalty: 4609.842773
	Iteration 4F: 3 clusters Score -767153.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -767442.812500 Penalty: 4609.842773
	Iteration 5Q: 3 clusters Score -767442.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -767679.875000 Penalty: 4609.842773
	Iteration 6Q: 3 clusters Score -767679.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -767880.062500 Penalty: 4609.842773
	Iteration 7Q: 3 clusters Score -767880.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -768080.625000 Penalty: 4609.842773
	Iteration 8Q: 3 clusters Score -768080.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -768288.562500 Penalty: 4609.842773
	Iteration 9Q: 3 clusters Score -768288.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -768487.125000 Penalty: 4609.842773
	Iteration 10Q: 3 clusters Score -768487.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -768661.500000 Penalty: 4609.842773
	Iteration 11Q: 3 clusters Score -768661.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -768804.687500 Penalty: 4609.842773
	Iteration 12Q: 3 clusters Score -768804.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -768896.375000 Penalty: 4609.842773
	Iteration 13Q: 3 clusters Score -768896.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -768972.312500 Penalty: 4609.842773
	Iteration 14Q: 3 clusters Score -768972.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -769026.875000 Penalty: 4609.842773
	Iteration 15Q: 3 clusters Score -769026.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -769084.625000 Penalty: 4609.842773
	Iteration 16Q: 3 clusters Score -769084.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -769144.187500 Penalty: 4609.842773
	Iteration 17Q: 3 clusters Score -769144.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -769197.750000 Penalty: 4609.842773
	Iteration 18Q: 3 clusters Score -769197.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -769249.125000 Penalty: 4609.842773
	Iteration 19Q: 3 clusters Score -769249.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -769285.437500 Penalty: 4609.842773
	Iteration 20F: 3 clusters Score -769285.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -769328.375000 Penalty: 4609.842773
	Iteration 21Q: 3 clusters Score -769328.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -769366.250000 Penalty: 4609.842773
	Iteration 22Q: 3 clusters Score -769366.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -769407.562500 Penalty: 4609.842773
	Iteration 23Q: 3 clusters Score -769407.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -769442.750000 Penalty: 4609.842773
	Iteration 24Q: 3 clusters Score -769442.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -769488.750000 Penalty: 4609.842773
	Iteration 25Q: 3 clusters Score -769488.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -769546.687500 Penalty: 4609.842773
	Iteration 26Q: 3 clusters Score -769546.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -769613.062500 Penalty: 4609.842773
	Iteration 27Q: 3 clusters Score -769613.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -769703.250000 Penalty: 4609.842773
	Iteration 28Q: 3 clusters Score -769703.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -769787.375000 Penalty: 4609.842773
	Iteration 29Q: 3 clusters Score -769787.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -769844.812500 Penalty: 4609.842773
	Iteration 30Q: 3 clusters Score -769844.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -769900.437500 Penalty: 4609.842773
	Iteration 31Q: 3 clusters Score -769900.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -769961.812500 Penalty: 4609.842773
	Iteration 32Q: 3 clusters Score -769961.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -770022.000000 Penalty: 4609.842773
	Iteration 33Q: 3 clusters Score -770022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -770076.250000 Penalty: 4609.842773
	Iteration 34Q: 3 clusters Score -770076.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -770120.875000 Penalty: 4609.842773
	Iteration 35Q: 3 clusters Score -770120.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -770141.437500 Penalty: 4609.842773
	Iteration 36Q: 3 clusters Score -770141.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -770160.437500 Penalty: 4609.842773
	Iteration 37Q: 3 clusters Score -770160.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -770176.500000 Penalty: 4609.842773
	Iteration 38Q: 3 clusters Score -770176.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -770185.250000 Penalty: 4609.842773
	Iteration 39Q: 3 clusters Score -770185.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -770197.312500 Penalty: 4609.842773
	Iteration 40F: 3 clusters Score -770197.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -770206.625000 Penalty: 4609.842773
	Iteration 41Q: 3 clusters Score -770206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -770218.625000 Penalty: 4609.842773
	Iteration 42Q: 3 clusters Score -770218.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -770232.750000 Penalty: 4609.842773
	Iteration 43Q: 3 clusters Score -770232.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -770248.000000 Penalty: 4609.842773
	Iteration 44Q: 3 clusters Score -770248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -770267.187500 Penalty: 4609.842773
	Iteration 45Q: 3 clusters Score -770267.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -770281.500000 Penalty: 4609.842773
	Iteration 46Q: 3 clusters Score -770281.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -770292.687500 Penalty: 4609.842773
	Iteration 47Q: 3 clusters Score -770292.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -770305.125000 Penalty: 4609.842773
	Iteration 48Q: 3 clusters Score -770305.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -770318.312500 Penalty: 4609.842773
	Iteration 49Q: 3 clusters Score -770318.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -770329.625000 Penalty: 4609.842773
	Iteration 50Q: 3 clusters Score -770329.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -770342.437500 Penalty: 4609.842773
	Iteration 51Q: 3 clusters Score -770342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -770352.250000 Penalty: 4609.842773
	Iteration 52Q: 3 clusters Score -770352.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -770358.312500 Penalty: 4609.842773
	Iteration 53Q: 3 clusters Score -770358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -770368.812500 Penalty: 4609.842773
	Iteration 54Q: 3 clusters Score -770368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -770373.437500 Penalty: 4609.842773
	Iteration 55Q: 3 clusters Score -770373.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -770381.125000 Penalty: 4609.842773
	Iteration 56Q: 3 clusters Score -770381.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -770390.937500 Penalty: 4609.842773
	Iteration 57Q: 3 clusters Score -770390.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -770399.687500 Penalty: 4609.842773
	Iteration 58Q: 3 clusters Score -770399.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -770406.062500 Penalty: 4609.842773
	Iteration 59Q: 3 clusters Score -770406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -770410.687500 Penalty: 4609.842773
	Iteration 60F: 3 clusters Score -770410.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -770418.250000 Penalty: 4609.842773
	Iteration 61Q: 3 clusters Score -770418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -770421.062500 Penalty: 4609.842773
	Iteration 62Q: 3 clusters Score -770421.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -770427.125000 Penalty: 4609.842773
	Iteration 63Q: 3 clusters Score -770427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -770433.750000 Penalty: 4609.842773
	Iteration 64Q: 3 clusters Score -770433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -770437.500000 Penalty: 4609.842773
	Iteration 65Q: 3 clusters Score -770437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -770442.250000 Penalty: 4609.842773
	Iteration 66Q: 3 clusters Score -770442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -770446.750000 Penalty: 4609.842773
	Iteration 67Q: 3 clusters Score -770446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -770452.625000 Penalty: 4609.842773
	Iteration 68Q: 3 clusters Score -770452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -770456.187500 Penalty: 4609.842773
	Iteration 69Q: 3 clusters Score -770456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -770459.812500 Penalty: 4609.842773
	Iteration 70Q: 3 clusters Score -770459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -770462.375000 Penalty: 4609.842773
	Iteration 71Q: 3 clusters Score -770462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -770464.687500 Penalty: 4609.842773
	Iteration 72Q: 3 clusters Score -770464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -770467.062500 Penalty: 4609.842773
	Iteration 73Q: 3 clusters Score -770467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -770467.187500 Penalty: 4609.842773
	Iteration 74Q: 3 clusters Score -770467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -770466.812500 Penalty: 4609.842773
	Iteration 75Q: 3 clusters Score -770466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -770466.812500 Penalty: 4609.842773
	Iteration 76F: 3 clusters Score -770466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -126158.875000 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -126158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -123762.570312 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -123762.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -124197.656250 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -124197.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124455.984375 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -124456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124622.578125 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -124622.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -124735.359375 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -124735.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124813.453125 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -124813.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124908.664062 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -124908.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125014.140625 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -125014.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125080.429688 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -125080.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125133.953125 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -125134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125186.492188 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -125186.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125238.343750 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -125238.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125279.351562 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -125279.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125307.085938 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -125307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125320.679688 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -125320.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125334.945312 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -125334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125344.164062 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -125344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125350.000000 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -125350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125358.242188 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -125358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125365.843750 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -125365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125368.890625 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -125368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125377.296875 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -125377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125386.750000 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -125386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125394.718750 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -125394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125406.101562 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -125406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125411.546875 Penalty: 3673.427246
	Iteration 25Q: 3 clusters Score -125411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125412.648438 Penalty: 3673.427246
	Iteration 26Q: 3 clusters Score -125412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125412.648438 Penalty: 3673.427246
	Iteration 27F: 3 clusters Score -125412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Entering Unmasked Estep 
Score: -1772835.000000 Penalty: 2476.456543
	Iteration 0F: 2 clusters Score -1772835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1757753.500000 Penalty: 4952.913086
	Iteration 0F: 3 clusters Score -1757754 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1762709.500000 Penalty: 4952.913086
	Iteration 1F: 3 clusters Score -1762710 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1763168.000000 Penalty: 4952.913086
	Iteration 2F: 3 clusters Score -1763168 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1763717.250000 Penalty: 4952.913086
	Iteration 3F: 3 clusters Score -1763717 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1764321.250000 Penalty: 4952.913086
	Iteration 4F: 3 clusters Score -1764321 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1764947.500000 Penalty: 4952.913086
	Iteration 5F: 3 clusters Score -1764948 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1765582.125000 Penalty: 4952.913086
	Iteration 6F: 3 clusters Score -1765582 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1766160.250000 Penalty: 4952.913086
	Iteration 7F: 3 clusters Score -1766160 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1766734.500000 Penalty: 4952.913086
	Iteration 8Q: 3 clusters Score -1766734 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1767334.125000 Penalty: 4952.913086
	Iteration 9Q: 3 clusters Score -1767334 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1767904.375000 Penalty: 4952.913086
	Iteration 10Q: 3 clusters Score -1767904 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1768353.625000 Penalty: 4952.913086
	Iteration 11Q: 3 clusters Score -1768354 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1768672.875000 Penalty: 4952.913086
	Iteration 12Q: 3 clusters Score -1768673 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1768875.125000 Penalty: 4952.913086
	Iteration 13Q: 3 clusters Score -1768875 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1769001.875000 Penalty: 4952.913086
	Iteration 14Q: 3 clusters Score -1769002 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1769104.250000 Penalty: 4952.913086
	Iteration 15Q: 3 clusters Score -1769104 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1769185.500000 Penalty: 4952.913086
	Iteration 16Q: 3 clusters Score -1769186 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1769263.500000 Penalty: 4952.913086
	Iteration 17Q: 3 clusters Score -1769264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1769317.250000 Penalty: 4952.913086
	Iteration 18Q: 3 clusters Score -1769317 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1769365.125000 Penalty: 4952.913086
	Iteration 19Q: 3 clusters Score -1769365 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1769424.000000 Penalty: 4952.913086
	Iteration 20F: 3 clusters Score -1769424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1769472.750000 Penalty: 4952.913086
	Iteration 21Q: 3 clusters Score -1769473 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1769508.625000 Penalty: 4952.913086
	Iteration 22Q: 3 clusters Score -1769509 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1769556.375000 Penalty: 4952.913086
	Iteration 23Q: 3 clusters Score -1769556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1769592.875000 Penalty: 4952.913086
	Iteration 24Q: 3 clusters Score -1769593 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1769636.250000 Penalty: 4952.913086
	Iteration 25Q: 3 clusters Score -1769636 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1769672.125000 Penalty: 4952.913086
	Iteration 26Q: 3 clusters Score -1769672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1769696.250000 Penalty: 4952.913086
	Iteration 27Q: 3 clusters Score -1769696 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1769728.625000 Penalty: 4952.913086
	Iteration 28Q: 3 clusters Score -1769729 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1769757.500000 Penalty: 4952.913086
	Iteration 29Q: 3 clusters Score -1769758 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1769779.000000 Penalty: 4952.913086
	Iteration 30Q: 3 clusters Score -1769779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1769792.125000 Penalty: 4952.913086
	Iteration 31Q: 3 clusters Score -1769792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1769802.750000 Penalty: 4952.913086
	Iteration 32Q: 3 clusters Score -1769803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1769805.625000 Penalty: 4952.913086
	Iteration 33Q: 3 clusters Score -1769806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1769815.000000 Penalty: 4952.913086
	Iteration 34Q: 3 clusters Score -1769815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1769829.125000 Penalty: 4952.913086
	Iteration 35Q: 3 clusters Score -1769829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1769837.750000 Penalty: 4952.913086
	Iteration 36Q: 3 clusters Score -1769838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1769842.375000 Penalty: 4952.913086
	Iteration 37Q: 3 clusters Score -1769842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1769849.500000 Penalty: 4952.913086
	Iteration 38Q: 3 clusters Score -1769850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1769856.875000 Penalty: 4952.913086
	Iteration 39Q: 3 clusters Score -1769857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1769857.375000 Penalty: 4952.913086
	Iteration 40F: 3 clusters Score -1769857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1769869.000000 Penalty: 4952.913086
	Iteration 41Q: 3 clusters Score -1769869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1769873.625000 Penalty: 4952.913086
	Iteration 42Q: 3 clusters Score -1769874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1769880.125000 Penalty: 4952.913086
	Iteration 43Q: 3 clusters Score -1769880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1769892.625000 Penalty: 4952.913086
	Iteration 44Q: 3 clusters Score -1769893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1769900.375000 Penalty: 4952.913086
	Iteration 45Q: 3 clusters Score -1769900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1769902.375000 Penalty: 4952.913086
	Iteration 46Q: 3 clusters Score -1769902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1769908.625000 Penalty: 4952.913086
	Iteration 47Q: 3 clusters Score -1769909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1769910.125000 Penalty: 4952.913086
	Iteration 48Q: 3 clusters Score -1769910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1769911.875000 Penalty: 4952.913086
	Iteration 49Q: 3 clusters Score -1769912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1769924.875000 Penalty: 4952.913086
	Iteration 50Q: 3 clusters Score -1769925 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1769932.625000 Penalty: 4952.913086
	Iteration 51Q: 3 clusters Score -1769933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1769938.125000 Penalty: 4952.913086
	Iteration 52Q: 3 clusters Score -1769938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1769936.750000 Penalty: 4952.913086
	Iteration 53Q: 3 clusters Score -1769937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1769945.500000 Penalty: 4952.913086
	Iteration 54Q: 3 clusters Score -1769946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1769949.250000 Penalty: 4952.913086
	Iteration 55Q: 3 clusters Score -1769949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1769949.625000 Penalty: 4952.913086
	Iteration 56Q: 3 clusters Score -1769950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1769950.625000 Penalty: 4952.913086
	Iteration 57Q: 3 clusters Score -1769951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1769957.375000 Penalty: 4952.913086
	Iteration 58Q: 3 clusters Score -1769957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1769958.500000 Penalty: 4952.913086
	Iteration 59Q: 3 clusters Score -1769958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1769967.875000 Penalty: 4952.913086
	Iteration 60F: 3 clusters Score -1769968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1769972.125000 Penalty: 4952.913086
	Iteration 61Q: 3 clusters Score -1769972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1769978.875000 Penalty: 4952.913086
	Iteration 62Q: 3 clusters Score -1769979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1769981.250000 Penalty: 4952.913086
	Iteration 63Q: 3 clusters Score -1769981 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1769990.625000 Penalty: 4952.913086
	Iteration 64Q: 3 clusters Score -1769991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1769990.500000 Penalty: 4952.913086
	Iteration 65Q: 3 clusters Score -1769990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1770000.500000 Penalty: 4952.913086
	Iteration 66Q: 3 clusters Score -1770000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1770005.000000 Penalty: 4952.913086
	Iteration 67Q: 3 clusters Score -1770005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1770007.625000 Penalty: 4952.913086
	Iteration 68Q: 3 clusters Score -1770008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1770011.250000 Penalty: 4952.913086
	Iteration 69Q: 3 clusters Score -1770011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1770008.125000 Penalty: 4952.913086
	Iteration 70Q: 3 clusters Score -1770008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1770016.000000 Penalty: 4952.913086
	Iteration 71Q: 3 clusters Score -1770016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1770019.000000 Penalty: 4952.913086
	Iteration 72Q: 3 clusters Score -1770019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1770018.250000 Penalty: 4952.913086
	Iteration 73Q: 3 clusters Score -1770018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1770023.375000 Penalty: 4952.913086
	Iteration 74Q: 3 clusters Score -1770023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1770025.125000 Penalty: 4952.913086
	Iteration 75Q: 3 clusters Score -1770025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1770031.500000 Penalty: 4952.913086
	Iteration 76Q: 3 clusters Score -1770032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1770037.750000 Penalty: 4952.913086
	Iteration 77Q: 3 clusters Score -1770038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1770035.750000 Penalty: 4952.913086
	Iteration 78Q: 3 clusters Score -1770036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1770044.750000 Penalty: 4952.913086
	Iteration 79Q: 3 clusters Score -1770045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1770052.875000 Penalty: 4952.913086
	Iteration 80F: 3 clusters Score -1770053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1770066.000000 Penalty: 4952.913086
	Iteration 81Q: 3 clusters Score -1770066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1770086.125000 Penalty: 4952.913086
	Iteration 82Q: 3 clusters Score -1770086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1770105.500000 Penalty: 4952.913086
	Iteration 83Q: 3 clusters Score -1770106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1770126.750000 Penalty: 4952.913086
	Iteration 84Q: 3 clusters Score -1770127 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1770140.250000 Penalty: 4952.913086
	Iteration 85Q: 3 clusters Score -1770140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1770162.250000 Penalty: 4952.913086
	Iteration 86Q: 3 clusters Score -1770162 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1770174.125000 Penalty: 4952.913086
	Iteration 87Q: 3 clusters Score -1770174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1770182.250000 Penalty: 4952.913086
	Iteration 88Q: 3 clusters Score -1770182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1770208.125000 Penalty: 4952.913086
	Iteration 89Q: 3 clusters Score -1770208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1770224.250000 Penalty: 4952.913086
	Iteration 90Q: 3 clusters Score -1770224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1770233.125000 Penalty: 4952.913086
	Iteration 91Q: 3 clusters Score -1770233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1770245.500000 Penalty: 4952.913086
	Iteration 92Q: 3 clusters Score -1770246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1770258.625000 Penalty: 4952.913086
	Iteration 93Q: 3 clusters Score -1770259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1770276.375000 Penalty: 4952.913086
	Iteration 94Q: 3 clusters Score -1770276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1770295.000000 Penalty: 4952.913086
	Iteration 95Q: 3 clusters Score -1770295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1770329.500000 Penalty: 4952.913086
	Iteration 96Q: 3 clusters Score -1770330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1770353.875000 Penalty: 4952.913086
	Iteration 97Q: 3 clusters Score -1770354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1770385.500000 Penalty: 4952.913086
	Iteration 98Q: 3 clusters Score -1770386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1770400.000000 Penalty: 4952.913086
	Iteration 99Q: 3 clusters Score -1770400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1770412.500000 Penalty: 4952.913086
	Iteration 100F: 3 clusters Score -1770412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1770434.125000 Penalty: 4952.913086
	Iteration 101Q: 3 clusters Score -1770434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1770449.750000 Penalty: 4952.913086
	Iteration 102Q: 3 clusters Score -1770450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1770459.125000 Penalty: 4952.913086
	Iteration 103Q: 3 clusters Score -1770459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1770468.250000 Penalty: 4952.913086
	Iteration 104Q: 3 clusters Score -1770468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1770481.625000 Penalty: 4952.913086
	Iteration 105Q: 3 clusters Score -1770482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1770492.875000 Penalty: 4952.913086
	Iteration 106Q: 3 clusters Score -1770493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1770498.375000 Penalty: 4952.913086
	Iteration 107Q: 3 clusters Score -1770498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1770511.750000 Penalty: 4952.913086
	Iteration 108Q: 3 clusters Score -1770512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1770520.875000 Penalty: 4952.913086
	Iteration 109Q: 3 clusters Score -1770521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1770522.625000 Penalty: 4952.913086
	Iteration 110Q: 3 clusters Score -1770523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1770523.000000 Penalty: 4952.913086
	Iteration 111Q: 3 clusters Score -1770523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1770528.375000 Penalty: 4952.913086
	Iteration 112Q: 3 clusters Score -1770528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1770532.000000 Penalty: 4952.913086
	Iteration 113Q: 3 clusters Score -1770532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1770534.500000 Penalty: 4952.913086
	Iteration 114Q: 3 clusters Score -1770534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1770530.750000 Penalty: 4952.913086
	Iteration 115Q: 3 clusters Score -1770531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1770533.375000 Penalty: 4952.913086
	Iteration 116Q: 3 clusters Score -1770533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1770535.875000 Penalty: 4952.913086
	Iteration 117Q: 3 clusters Score -1770536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1770535.250000 Penalty: 4952.913086
	Iteration 118Q: 3 clusters Score -1770535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1770536.875000 Penalty: 4952.913086
	Iteration 119Q: 3 clusters Score -1770537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1770534.875000 Penalty: 4952.913086
	Iteration 120F: 3 clusters Score -1770535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1770535.875000 Penalty: 4952.913086
	Iteration 121Q: 3 clusters Score -1770536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1770536.000000 Penalty: 4952.913086
	Iteration 122Q: 3 clusters Score -1770536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1770542.125000 Penalty: 4952.913086
	Iteration 123Q: 3 clusters Score -1770542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1770535.500000 Penalty: 4952.913086
	Iteration 124Q: 3 clusters Score -1770536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1770534.500000 Penalty: 4952.913086
	Iteration 125Q: 3 clusters Score -1770534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1770534.375000 Penalty: 4952.913086
	Iteration 126Q: 3 clusters Score -1770534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1770534.375000 Penalty: 4952.913086
	Iteration 127F: 3 clusters Score -1770534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Entering Unmasked Estep 
Score: -511927.750000 Penalty: 2207.302246
	Iteration 0F: 2 clusters Score -511927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -505929.968750 Penalty: 4414.604492
	Iteration 0F: 3 clusters Score -505930 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -507795.812500 Penalty: 4414.604492
	Iteration 1F: 3 clusters Score -507795.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -508457.500000 Penalty: 4414.604492
	Iteration 2F: 3 clusters Score -508457.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -509159.843750 Penalty: 4414.604492
	Iteration 3F: 3 clusters Score -509159.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -509771.656250 Penalty: 4414.604492
	Iteration 4F: 3 clusters Score -509771.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -510259.781250 Penalty: 4414.604492
	Iteration 5F: 3 clusters Score -510259.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -510575.718750 Penalty: 4414.604492
	Iteration 6F: 3 clusters Score -510575.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -510764.781250 Penalty: 4414.604492
	Iteration 7Q: 3 clusters Score -510764.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -510881.187500 Penalty: 4414.604492
	Iteration 8Q: 3 clusters Score -510881.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -510959.468750 Penalty: 4414.604492
	Iteration 9Q: 3 clusters Score -510959.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -511022.343750 Penalty: 4414.604492
	Iteration 10Q: 3 clusters Score -511022.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -511072.187500 Penalty: 4414.604492
	Iteration 11Q: 3 clusters Score -511072.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -511112.218750 Penalty: 4414.604492
	Iteration 12Q: 3 clusters Score -511112.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -511150.187500 Penalty: 4414.604492
	Iteration 13Q: 3 clusters Score -511150.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -511189.281250 Penalty: 4414.604492
	Iteration 14Q: 3 clusters Score -511189.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -511230.562500 Penalty: 4414.604492
	Iteration 15Q: 3 clusters Score -511230.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -511248.000000 Penalty: 4414.604492
	Iteration 16Q: 3 clusters Score -511248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -511263.093750 Penalty: 4414.604492
	Iteration 17Q: 3 clusters Score -511263.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -511277.531250 Penalty: 4414.604492
	Iteration 18Q: 3 clusters Score -511277.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -511286.562500 Penalty: 4414.604492
	Iteration 19Q: 3 clusters Score -511286.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -511295.968750 Penalty: 4414.604492
	Iteration 20F: 3 clusters Score -511296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -511299.593750 Penalty: 4414.604492
	Iteration 21Q: 3 clusters Score -511299.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -511303.062500 Penalty: 4414.604492
	Iteration 22Q: 3 clusters Score -511303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -511305.718750 Penalty: 4414.604492
	Iteration 23Q: 3 clusters Score -511305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -511307.125000 Penalty: 4414.604492
	Iteration 24Q: 3 clusters Score -511307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -511310.531250 Penalty: 4414.604492
	Iteration 25Q: 3 clusters Score -511310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -511311.375000 Penalty: 4414.604492
	Iteration 26Q: 3 clusters Score -511311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -511313.187500 Penalty: 4414.604492
	Iteration 27Q: 3 clusters Score -511313.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -511316.000000 Penalty: 4414.604492
	Iteration 28Q: 3 clusters Score -511316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -511317.125000 Penalty: 4414.604492
	Iteration 29Q: 3 clusters Score -511317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -511318.968750 Penalty: 4414.604492
	Iteration 30Q: 3 clusters Score -511319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -511320.406250 Penalty: 4414.604492
	Iteration 31Q: 3 clusters Score -511320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -511324.031250 Penalty: 4414.604492
	Iteration 32Q: 3 clusters Score -511324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -511325.312500 Penalty: 4414.604492
	Iteration 33Q: 3 clusters Score -511325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -511327.125000 Penalty: 4414.604492
	Iteration 34Q: 3 clusters Score -511327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -511326.437500 Penalty: 4414.604492
	Iteration 35Q: 3 clusters Score -511326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -511326.937500 Penalty: 4414.604492
	Iteration 36Q: 3 clusters Score -511326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -511328.343750 Penalty: 4414.604492
	Iteration 37Q: 3 clusters Score -511328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -511329.156250 Penalty: 4414.604492
	Iteration 38Q: 3 clusters Score -511329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -511330.062500 Penalty: 4414.604492
	Iteration 39Q: 3 clusters Score -511330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -511332.093750 Penalty: 4414.604492
	Iteration 40F: 3 clusters Score -511332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -511332.156250 Penalty: 4414.604492
	Iteration 41Q: 3 clusters Score -511332.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -511332.812500 Penalty: 4414.604492
	Iteration 42Q: 3 clusters Score -511332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -511334.156250 Penalty: 4414.604492
	Iteration 43Q: 3 clusters Score -511334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -511336.093750 Penalty: 4414.604492
	Iteration 44Q: 3 clusters Score -511336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -511338.625000 Penalty: 4414.604492
	Iteration 45Q: 3 clusters Score -511338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -511339.531250 Penalty: 4414.604492
	Iteration 46Q: 3 clusters Score -511339.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -511341.218750 Penalty: 4414.604492
	Iteration 47Q: 3 clusters Score -511341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -511342.062500 Penalty: 4414.604492
	Iteration 48Q: 3 clusters Score -511342.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -511344.593750 Penalty: 4414.604492
	Iteration 49Q: 3 clusters Score -511344.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -511346.531250 Penalty: 4414.604492
	Iteration 50Q: 3 clusters Score -511346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -511347.218750 Penalty: 4414.604492
	Iteration 51Q: 3 clusters Score -511347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -511348.968750 Penalty: 4414.604492
	Iteration 52Q: 3 clusters Score -511349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -511349.843750 Penalty: 4414.604492
	Iteration 53Q: 3 clusters Score -511349.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -511352.375000 Penalty: 4414.604492
	Iteration 54Q: 3 clusters Score -511352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -511352.906250 Penalty: 4414.604492
	Iteration 55Q: 3 clusters Score -511352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -511354.156250 Penalty: 4414.604492
	Iteration 56Q: 3 clusters Score -511354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -511354.843750 Penalty: 4414.604492
	Iteration 57Q: 3 clusters Score -511354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -511355.781250 Penalty: 4414.604492
	Iteration 58Q: 3 clusters Score -511355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -511356.125000 Penalty: 4414.604492
	Iteration 59Q: 3 clusters Score -511356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -511357.125000 Penalty: 4414.604492
	Iteration 60F: 3 clusters Score -511357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -511357.250000 Penalty: 4414.604492
	Iteration 61Q: 3 clusters Score -511357.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -511357.000000 Penalty: 4414.604492
	Iteration 62Q: 3 clusters Score -511357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -511358.968750 Penalty: 4414.604492
	Iteration 63Q: 3 clusters Score -511359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -511361.031250 Penalty: 4414.604492
	Iteration 64Q: 3 clusters Score -511361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -511362.718750 Penalty: 4414.604492
	Iteration 65Q: 3 clusters Score -511362.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -511364.843750 Penalty: 4414.604492
	Iteration 66Q: 3 clusters Score -511364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -511366.531250 Penalty: 4414.604492
	Iteration 67Q: 3 clusters Score -511366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -511368.968750 Penalty: 4414.604492
	Iteration 68Q: 3 clusters Score -511369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -511372.968750 Penalty: 4414.604492
	Iteration 69Q: 3 clusters Score -511373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -511375.531250 Penalty: 4414.604492
	Iteration 70Q: 3 clusters Score -511375.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -511379.187500 Penalty: 4414.604492
	Iteration 71Q: 3 clusters Score -511379.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -511386.468750 Penalty: 4414.604492
	Iteration 72Q: 3 clusters Score -511386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -511392.500000 Penalty: 4414.604492
	Iteration 73Q: 3 clusters Score -511392.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -511399.937500 Penalty: 4414.604492
	Iteration 74Q: 3 clusters Score -511399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -511409.937500 Penalty: 4414.604492
	Iteration 75Q: 3 clusters Score -511409.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -511418.000000 Penalty: 4414.604492
	Iteration 76Q: 3 clusters Score -511418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -511421.593750 Penalty: 4414.604492
	Iteration 77Q: 3 clusters Score -511421.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -511424.500000 Penalty: 4414.604492
	Iteration 78Q: 3 clusters Score -511424.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -511426.656250 Penalty: 4414.604492
	Iteration 79Q: 3 clusters Score -511426.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -511429.781250 Penalty: 4414.604492
	Iteration 80F: 3 clusters Score -511429.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -511431.906250 Penalty: 4414.604492
	Iteration 81Q: 3 clusters Score -511431.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -511432.937500 Penalty: 4414.604492
	Iteration 82Q: 3 clusters Score -511432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -511436.312500 Penalty: 4414.604492
	Iteration 83Q: 3 clusters Score -511436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -511438.093750 Penalty: 4414.604492
	Iteration 84Q: 3 clusters Score -511438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -511441.656250 Penalty: 4414.604492
	Iteration 85Q: 3 clusters Score -511441.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -511444.062500 Penalty: 4414.604492
	Iteration 86Q: 3 clusters Score -511444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -511445.093750 Penalty: 4414.604492
	Iteration 87Q: 3 clusters Score -511445.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -511449.718750 Penalty: 4414.604492
	Iteration 88Q: 3 clusters Score -511449.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -511452.625000 Penalty: 4414.604492
	Iteration 89Q: 3 clusters Score -511452.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -511455.718750 Penalty: 4414.604492
	Iteration 90Q: 3 clusters Score -511455.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -511459.687500 Penalty: 4414.604492
	Iteration 91Q: 3 clusters Score -511459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -511461.375000 Penalty: 4414.604492
	Iteration 92Q: 3 clusters Score -511461.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -511463.218750 Penalty: 4414.604492
	Iteration 93Q: 3 clusters Score -511463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -511466.968750 Penalty: 4414.604492
	Iteration 94Q: 3 clusters Score -511467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -511470.406250 Penalty: 4414.604492
	Iteration 95Q: 3 clusters Score -511470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -511472.343750 Penalty: 4414.604492
	Iteration 96Q: 3 clusters Score -511472.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -511474.593750 Penalty: 4414.604492
	Iteration 97Q: 3 clusters Score -511474.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -511478.218750 Penalty: 4414.604492
	Iteration 98Q: 3 clusters Score -511478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -511478.312500 Penalty: 4414.604492
	Iteration 99Q: 3 clusters Score -511478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -511477.687500 Penalty: 4414.604492
	Iteration 100F: 3 clusters Score -511477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -511478.312500 Penalty: 4414.604492
	Iteration 101Q: 3 clusters Score -511478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -511478.312500 Penalty: 4414.604492
	Iteration 102F: 3 clusters Score -511478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Entering Unmasked Estep 
Score: -847828.937500 Penalty: 2292.624023
	Iteration 0F: 2 clusters Score -847828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -839941.625000 Penalty: 4585.248047
	Iteration 0F: 3 clusters Score -839941.6 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -842168.375000 Penalty: 4585.248047
	Iteration 1F: 3 clusters Score -842168.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -842468.375000 Penalty: 4585.248047
	Iteration 2F: 3 clusters Score -842468.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -842670.875000 Penalty: 4585.248047
	Iteration 3F: 3 clusters Score -842670.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -842819.375000 Penalty: 4585.248047
	Iteration 4Q: 3 clusters Score -842819.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -842949.062500 Penalty: 4585.248047
	Iteration 5Q: 3 clusters Score -842949.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -843087.250000 Penalty: 4585.248047
	Iteration 6Q: 3 clusters Score -843087.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -843215.500000 Penalty: 4585.248047
	Iteration 7Q: 3 clusters Score -843215.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -843342.750000 Penalty: 4585.248047
	Iteration 8Q: 3 clusters Score -843342.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -843499.875000 Penalty: 4585.248047
	Iteration 9Q: 3 clusters Score -843499.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -843711.875000 Penalty: 4585.248047
	Iteration 10Q: 3 clusters Score -843711.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -843990.000000 Penalty: 4585.248047
	Iteration 11Q: 3 clusters Score -843990 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -844305.250000 Penalty: 4585.248047
	Iteration 12Q: 3 clusters Score -844305.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -844586.187500 Penalty: 4585.248047
	Iteration 13Q: 3 clusters Score -844586.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -844828.625000 Penalty: 4585.248047
	Iteration 14Q: 3 clusters Score -844828.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -845048.312500 Penalty: 4585.248047
	Iteration 15Q: 3 clusters Score -845048.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -845240.437500 Penalty: 4585.248047
	Iteration 16Q: 3 clusters Score -845240.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -845400.125000 Penalty: 4585.248047
	Iteration 17Q: 3 clusters Score -845400.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -845516.187500 Penalty: 4585.248047
	Iteration 18Q: 3 clusters Score -845516.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -845588.125000 Penalty: 4585.248047
	Iteration 19Q: 3 clusters Score -845588.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -845662.437500 Penalty: 4585.248047
	Iteration 20F: 3 clusters Score -845662.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -845720.750000 Penalty: 4585.248047
	Iteration 21Q: 3 clusters Score -845720.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -845764.062500 Penalty: 4585.248047
	Iteration 22Q: 3 clusters Score -845764.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -845793.500000 Penalty: 4585.248047
	Iteration 23Q: 3 clusters Score -845793.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -845812.062500 Penalty: 4585.248047
	Iteration 24Q: 3 clusters Score -845812.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -845826.500000 Penalty: 4585.248047
	Iteration 25Q: 3 clusters Score -845826.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -845846.437500 Penalty: 4585.248047
	Iteration 26Q: 3 clusters Score -845846.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -845859.625000 Penalty: 4585.248047
	Iteration 27Q: 3 clusters Score -845859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -845865.000000 Penalty: 4585.248047
	Iteration 28Q: 3 clusters Score -845865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -845870.562500 Penalty: 4585.248047
	Iteration 29Q: 3 clusters Score -845870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -845872.625000 Penalty: 4585.248047
	Iteration 30Q: 3 clusters Score -845872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -845877.062500 Penalty: 4585.248047
	Iteration 31Q: 3 clusters Score -845877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -845878.812500 Penalty: 4585.248047
	Iteration 32Q: 3 clusters Score -845878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -845878.812500 Penalty: 4585.248047
	Iteration 33F: 3 clusters Score -845878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Entering Unmasked Estep 
Score: -2018529.375000 Penalty: 2505.725342
	Iteration 0F: 2 clusters Score -2018529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2001553.500000 Penalty: 5011.450684
	Iteration 0F: 3 clusters Score -2001554 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2007437.625000 Penalty: 5011.450684
	Iteration 1F: 3 clusters Score -2007438 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2007821.125000 Penalty: 5011.450684
	Iteration 2Q: 3 clusters Score -2007821 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2008197.875000 Penalty: 5011.450684
	Iteration 3Q: 3 clusters Score -2008198 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2008527.250000 Penalty: 5011.450684
	Iteration 4Q: 3 clusters Score -2008527 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2008829.625000 Penalty: 5011.450684
	Iteration 5Q: 3 clusters Score -2008830 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2009159.000000 Penalty: 5011.450684
	Iteration 6Q: 3 clusters Score -2009159 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2009608.875000 Penalty: 5011.450684
	Iteration 7Q: 3 clusters Score -2009609 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2010218.375000 Penalty: 5011.450684
	Iteration 8Q: 3 clusters Score -2010218 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2011001.875000 Penalty: 5011.450684
	Iteration 9F: 3 clusters Score -2011002 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2012021.125000 Penalty: 5011.450684
	Iteration 10F: 3 clusters Score -2012021 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2013127.500000 Penalty: 5011.450684
	Iteration 11F: 3 clusters Score -2013128 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2014112.250000 Penalty: 5011.450684
	Iteration 12F: 3 clusters Score -2014112 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2014915.250000 Penalty: 5011.450684
	Iteration 13Q: 3 clusters Score -2014915 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2015497.750000 Penalty: 5011.450684
	Iteration 14Q: 3 clusters Score -2015498 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2015827.500000 Penalty: 5011.450684
	Iteration 15Q: 3 clusters Score -2015828 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2016009.500000 Penalty: 5011.450684
	Iteration 16Q: 3 clusters Score -2016010 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2016116.750000 Penalty: 5011.450684
	Iteration 17Q: 3 clusters Score -2016117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2016190.875000 Penalty: 5011.450684
	Iteration 18Q: 3 clusters Score -2016191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2016242.750000 Penalty: 5011.450684
	Iteration 19Q: 3 clusters Score -2016243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2016276.250000 Penalty: 5011.450684
	Iteration 20F: 3 clusters Score -2016276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2016286.875000 Penalty: 5011.450684
	Iteration 21Q: 3 clusters Score -2016287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2016291.000000 Penalty: 5011.450684
	Iteration 22Q: 3 clusters Score -2016291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2016295.000000 Penalty: 5011.450684
	Iteration 23Q: 3 clusters Score -2016295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2016305.875000 Penalty: 5011.450684
	Iteration 24Q: 3 clusters Score -2016306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2016312.750000 Penalty: 5011.450684
	Iteration 25Q: 3 clusters Score -2016313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2016319.250000 Penalty: 5011.450684
	Iteration 26Q: 3 clusters Score -2016319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2016326.750000 Penalty: 5011.450684
	Iteration 27Q: 3 clusters Score -2016327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2016329.125000 Penalty: 5011.450684
	Iteration 28Q: 3 clusters Score -2016329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2016333.625000 Penalty: 5011.450684
	Iteration 29Q: 3 clusters Score -2016334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2016340.625000 Penalty: 5011.450684
	Iteration 30Q: 3 clusters Score -2016341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2016340.125000 Penalty: 5011.450684
	Iteration 31Q: 3 clusters Score -2016340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2016341.875000 Penalty: 5011.450684
	Iteration 32Q: 3 clusters Score -2016342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2016351.125000 Penalty: 5011.450684
	Iteration 33Q: 3 clusters Score -2016351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2016355.000000 Penalty: 5011.450684
	Iteration 34Q: 3 clusters Score -2016355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2016355.000000 Penalty: 5011.450684
	Iteration 35F: 3 clusters Score -2016355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Entering Unmasked Estep 
Score: -1314941.000000 Penalty: 2396.331055
	Iteration 0F: 2 clusters Score -1314941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1303740.375000 Penalty: 4792.662109
	Iteration 0F: 3 clusters Score -1303740 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1307383.625000 Penalty: 4792.662109
	Iteration 1F: 3 clusters Score -1307384 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1307853.000000 Penalty: 4792.662109
	Iteration 2F: 3 clusters Score -1307853 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1308347.000000 Penalty: 4792.662109
	Iteration 3F: 3 clusters Score -1308347 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1308923.375000 Penalty: 4792.662109
	Iteration 4F: 3 clusters Score -1308923 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1309611.750000 Penalty: 4792.662109
	Iteration 5F: 3 clusters Score -1309612 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1310279.625000 Penalty: 4792.662109
	Iteration 6F: 3 clusters Score -1310280 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1310800.375000 Penalty: 4792.662109
	Iteration 7F: 3 clusters Score -1310800 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1311154.875000 Penalty: 4792.662109
	Iteration 8Q: 3 clusters Score -1311155 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1311356.375000 Penalty: 4792.662109
	Iteration 9Q: 3 clusters Score -1311356 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1311477.875000 Penalty: 4792.662109
	Iteration 10Q: 3 clusters Score -1311478 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1311575.500000 Penalty: 4792.662109
	Iteration 11Q: 3 clusters Score -1311576 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1311651.625000 Penalty: 4792.662109
	Iteration 12Q: 3 clusters Score -1311652 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1311717.750000 Penalty: 4792.662109
	Iteration 13Q: 3 clusters Score -1311718 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1311783.625000 Penalty: 4792.662109
	Iteration 14Q: 3 clusters Score -1311784 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1311845.125000 Penalty: 4792.662109
	Iteration 15Q: 3 clusters Score -1311845 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1311911.750000 Penalty: 4792.662109
	Iteration 16Q: 3 clusters Score -1311912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1312013.000000 Penalty: 4792.662109
	Iteration 17Q: 3 clusters Score -1312013 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1312143.375000 Penalty: 4792.662109
	Iteration 18Q: 3 clusters Score -1312143 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1312307.375000 Penalty: 4792.662109
	Iteration 19Q: 3 clusters Score -1312307 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1312504.250000 Penalty: 4792.662109
	Iteration 20F: 3 clusters Score -1312504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1312729.375000 Penalty: 4792.662109
	Iteration 21Q: 3 clusters Score -1312729 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1312958.750000 Penalty: 4792.662109
	Iteration 22Q: 3 clusters Score -1312959 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1313156.750000 Penalty: 4792.662109
	Iteration 23Q: 3 clusters Score -1313157 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1313273.375000 Penalty: 4792.662109
	Iteration 24Q: 3 clusters Score -1313273 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1313347.500000 Penalty: 4792.662109
	Iteration 25Q: 3 clusters Score -1313348 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1313392.625000 Penalty: 4792.662109
	Iteration 26Q: 3 clusters Score -1313393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1313416.500000 Penalty: 4792.662109
	Iteration 27Q: 3 clusters Score -1313416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1313428.375000 Penalty: 4792.662109
	Iteration 28Q: 3 clusters Score -1313428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1313439.625000 Penalty: 4792.662109
	Iteration 29Q: 3 clusters Score -1313440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1313442.125000 Penalty: 4792.662109
	Iteration 30Q: 3 clusters Score -1313442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1313450.750000 Penalty: 4792.662109
	Iteration 31Q: 3 clusters Score -1313451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1313455.125000 Penalty: 4792.662109
	Iteration 32Q: 3 clusters Score -1313455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1313456.125000 Penalty: 4792.662109
	Iteration 33Q: 3 clusters Score -1313456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1313457.500000 Penalty: 4792.662109
	Iteration 34Q: 3 clusters Score -1313458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1313459.375000 Penalty: 4792.662109
	Iteration 35Q: 3 clusters Score -1313459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1313465.750000 Penalty: 4792.662109
	Iteration 36Q: 3 clusters Score -1313466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1313468.875000 Penalty: 4792.662109
	Iteration 37Q: 3 clusters Score -1313469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1313469.125000 Penalty: 4792.662109
	Iteration 38Q: 3 clusters Score -1313469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1313472.000000 Penalty: 4792.662109
	Iteration 39Q: 3 clusters Score -1313472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1313473.625000 Penalty: 4792.662109
	Iteration 40F: 3 clusters Score -1313474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1313473.250000 Penalty: 4792.662109
	Iteration 41Q: 3 clusters Score -1313473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1313471.750000 Penalty: 4792.662109
	Iteration 42Q: 3 clusters Score -1313472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1313471.875000 Penalty: 4792.662109
	Iteration 43Q: 3 clusters Score -1313472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1313472.625000 Penalty: 4792.662109
	Iteration 44Q: 3 clusters Score -1313473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1313474.125000 Penalty: 4792.662109
	Iteration 45Q: 3 clusters Score -1313474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1313475.250000 Penalty: 4792.662109
	Iteration 46Q: 3 clusters Score -1313475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1313475.250000 Penalty: 4792.662109
	Iteration 47Q: 3 clusters Score -1313475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1313475.250000 Penalty: 4792.662109
	Iteration 48F: 3 clusters Score -1313475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Entering Unmasked Estep 
Score: -5062252.500000 Penalty: 2731.785156
	Iteration 0F: 2 clusters Score -5062252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -5021405.500000 Penalty: 5463.570312
	Iteration 0F: 3 clusters Score -5021406 nChanged 28242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5037091.500000 Penalty: 5463.570312
	Iteration 1F: 3 clusters Score -5037092 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5037678.000000 Penalty: 5463.570312
	Iteration 2Q: 3 clusters Score -5037678 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5038244.000000 Penalty: 5463.570312
	Iteration 3Q: 3 clusters Score -5038244 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5038885.000000 Penalty: 5463.570312
	Iteration 4Q: 3 clusters Score -5038885 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5039689.500000 Penalty: 5463.570312
	Iteration 5Q: 3 clusters Score -5039690 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5040874.000000 Penalty: 5463.570312
	Iteration 6Q: 3 clusters Score -5040874 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -5042580.000000 Penalty: 5463.570312
	Iteration 7Q: 3 clusters Score -5042580 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -5044849.000000 Penalty: 5463.570312
	Iteration 8F: 3 clusters Score -5044849 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5047722.000000 Penalty: 5463.570312
	Iteration 9F: 3 clusters Score -5047722 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5051046.000000 Penalty: 5463.570312
	Iteration 10F: 3 clusters Score -5051046 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -5054287.000000 Penalty: 5463.570312
	Iteration 11F: 3 clusters Score -5054287 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5056937.500000 Penalty: 5463.570312
	Iteration 12Q: 3 clusters Score -5056938 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5058511.000000 Penalty: 5463.570312
	Iteration 13Q: 3 clusters Score -5058511 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5059242.000000 Penalty: 5463.570312
	Iteration 14Q: 3 clusters Score -5059242 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5059551.500000 Penalty: 5463.570312
	Iteration 15Q: 3 clusters Score -5059552 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5059691.500000 Penalty: 5463.570312
	Iteration 16Q: 3 clusters Score -5059692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5059755.500000 Penalty: 5463.570312
	Iteration 17Q: 3 clusters Score -5059756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5059806.000000 Penalty: 5463.570312
	Iteration 18Q: 3 clusters Score -5059806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5059842.000000 Penalty: 5463.570312
	Iteration 19Q: 3 clusters Score -5059842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5059873.000000 Penalty: 5463.570312
	Iteration 20F: 3 clusters Score -5059873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5059879.000000 Penalty: 5463.570312
	Iteration 21Q: 3 clusters Score -5059879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5059889.500000 Penalty: 5463.570312
	Iteration 22Q: 3 clusters Score -5059890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5059905.500000 Penalty: 5463.570312
	Iteration 23Q: 3 clusters Score -5059906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5059912.000000 Penalty: 5463.570312
	Iteration 24Q: 3 clusters Score -5059912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5059918.000000 Penalty: 5463.570312
	Iteration 25Q: 3 clusters Score -5059918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5059926.000000 Penalty: 5463.570312
	Iteration 26Q: 3 clusters Score -5059926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5059927.000000 Penalty: 5463.570312
	Iteration 27Q: 3 clusters Score -5059927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5059936.000000 Penalty: 5463.570312
	Iteration 28Q: 3 clusters Score -5059936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5059941.000000 Penalty: 5463.570312
	Iteration 29Q: 3 clusters Score -5059941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5059953.500000 Penalty: 5463.570312
	Iteration 30Q: 3 clusters Score -5059954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5059958.500000 Penalty: 5463.570312
	Iteration 31Q: 3 clusters Score -5059958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5059958.500000 Penalty: 5463.570312
	Iteration 32Q: 3 clusters Score -5059958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5059960.500000 Penalty: 5463.570312
	Iteration 33Q: 3 clusters Score -5059960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5059963.000000 Penalty: 5463.570312
	Iteration 34Q: 3 clusters Score -5059963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5059970.000000 Penalty: 5463.570312
	Iteration 35Q: 3 clusters Score -5059970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5059970.000000 Penalty: 5463.570312
	Iteration 36F: 3 clusters Score -5059970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -751259.437500 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -751259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -744370.625000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -744370.6 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -746294.625000 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -746294.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -746666.250000 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -746666.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -746936.187500 Penalty: 4499.767578
	Iteration 3F: 3 clusters Score -746936.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -747184.937500 Penalty: 4499.767578
	Iteration 4F: 3 clusters Score -747184.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -747423.437500 Penalty: 4499.767578
	Iteration 5Q: 3 clusters Score -747423.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -747682.187500 Penalty: 4499.767578
	Iteration 6Q: 3 clusters Score -747682.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -747960.625000 Penalty: 4499.767578
	Iteration 7Q: 3 clusters Score -747960.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -748179.687500 Penalty: 4499.767578
	Iteration 8Q: 3 clusters Score -748179.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -748334.250000 Penalty: 4499.767578
	Iteration 9Q: 3 clusters Score -748334.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -748445.875000 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -748445.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -748545.812500 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -748545.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -748618.187500 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -748618.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -748674.250000 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -748674.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -748715.750000 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -748715.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -748747.062500 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -748747.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -748769.187500 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -748769.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -748785.125000 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -748785.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -748797.812500 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -748797.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -748813.375000 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -748813.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -748821.000000 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -748821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -748833.687500 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -748833.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -748842.062500 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -748842.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -748851.812500 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -748851.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -748857.125000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -748857.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -748870.687500 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -748870.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -748883.125000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -748883.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -748892.875000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -748892.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -748901.500000 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -748901.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -748907.937500 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -748907.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -748912.250000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -748912.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -748914.562500 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -748914.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -748916.125000 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -748916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -748919.687500 Penalty: 4499.767578
	Iteration 33Q: 3 clusters Score -748919.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -748919.937500 Penalty: 4499.767578
	Iteration 34Q: 3 clusters Score -748919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -748921.187500 Penalty: 4499.767578
	Iteration 35Q: 3 clusters Score -748921.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -748926.062500 Penalty: 4499.767578
	Iteration 36Q: 3 clusters Score -748926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -748928.000000 Penalty: 4499.767578
	Iteration 37Q: 3 clusters Score -748928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -748929.125000 Penalty: 4499.767578
	Iteration 38Q: 3 clusters Score -748929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -748927.812500 Penalty: 4499.767578
	Iteration 39Q: 3 clusters Score -748927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -748928.187500 Penalty: 4499.767578
	Iteration 40F: 3 clusters Score -748928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -748928.625000 Penalty: 4499.767578
	Iteration 41Q: 3 clusters Score -748928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -748931.187500 Penalty: 4499.767578
	Iteration 42Q: 3 clusters Score -748931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -748931.250000 Penalty: 4499.767578
	Iteration 43Q: 3 clusters Score -748931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -748931.062500 Penalty: 4499.767578
	Iteration 44Q: 3 clusters Score -748931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -748933.000000 Penalty: 4499.767578
	Iteration 45Q: 3 clusters Score -748933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -748933.000000 Penalty: 4499.767578
	Iteration 46Q: 3 clusters Score -748933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -748933.500000 Penalty: 4499.767578
	Iteration 47Q: 3 clusters Score -748933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -748934.125000 Penalty: 4499.767578
	Iteration 48Q: 3 clusters Score -748934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -748933.750000 Penalty: 4499.767578
	Iteration 49Q: 3 clusters Score -748933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -748934.187500 Penalty: 4499.767578
	Iteration 50Q: 3 clusters Score -748934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -748934.312500 Penalty: 4499.767578
	Iteration 51Q: 3 clusters Score -748934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -748933.562500 Penalty: 4499.767578
	Iteration 52Q: 3 clusters Score -748933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -748934.812500 Penalty: 4499.767578
	Iteration 53Q: 3 clusters Score -748934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -748935.312500 Penalty: 4499.767578
	Iteration 54Q: 3 clusters Score -748935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -748935.500000 Penalty: 4499.767578
	Iteration 55Q: 3 clusters Score -748935.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -748935.500000 Penalty: 4499.767578
	Iteration 56F: 3 clusters Score -748935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -763353.687500 Penalty: 2272.303711
	Iteration 0F: 2 clusters Score -763353.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -755961.500000 Penalty: 4544.607422
	Iteration 0F: 3 clusters Score -755961.5 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -758176.562500 Penalty: 4544.607422
	Iteration 1F: 3 clusters Score -758176.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -758615.625000 Penalty: 4544.607422
	Iteration 2F: 3 clusters Score -758615.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -759023.125000 Penalty: 4544.607422
	Iteration 3F: 3 clusters Score -759023.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -759383.750000 Penalty: 4544.607422
	Iteration 4F: 3 clusters Score -759383.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -759703.625000 Penalty: 4544.607422
	Iteration 5F: 3 clusters Score -759703.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -759953.562500 Penalty: 4544.607422
	Iteration 6Q: 3 clusters Score -759953.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -760175.375000 Penalty: 4544.607422
	Iteration 7Q: 3 clusters Score -760175.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -760378.437500 Penalty: 4544.607422
	Iteration 8Q: 3 clusters Score -760378.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -760555.750000 Penalty: 4544.607422
	Iteration 9Q: 3 clusters Score -760555.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -760753.687500 Penalty: 4544.607422
	Iteration 10Q: 3 clusters Score -760753.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -760949.750000 Penalty: 4544.607422
	Iteration 11Q: 3 clusters Score -760949.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -761130.250000 Penalty: 4544.607422
	Iteration 12Q: 3 clusters Score -761130.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -761272.437500 Penalty: 4544.607422
	Iteration 13Q: 3 clusters Score -761272.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -761367.625000 Penalty: 4544.607422
	Iteration 14Q: 3 clusters Score -761367.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -761434.062500 Penalty: 4544.607422
	Iteration 15Q: 3 clusters Score -761434.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -761474.125000 Penalty: 4544.607422
	Iteration 16Q: 3 clusters Score -761474.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -761507.750000 Penalty: 4544.607422
	Iteration 17Q: 3 clusters Score -761507.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -761532.500000 Penalty: 4544.607422
	Iteration 18Q: 3 clusters Score -761532.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -761548.687500 Penalty: 4544.607422
	Iteration 19Q: 3 clusters Score -761548.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -761559.687500 Penalty: 4544.607422
	Iteration 20F: 3 clusters Score -761559.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -761568.375000 Penalty: 4544.607422
	Iteration 21Q: 3 clusters Score -761568.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -761575.375000 Penalty: 4544.607422
	Iteration 22Q: 3 clusters Score -761575.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -761580.437500 Penalty: 4544.607422
	Iteration 23Q: 3 clusters Score -761580.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -761584.562500 Penalty: 4544.607422
	Iteration 24Q: 3 clusters Score -761584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -761588.812500 Penalty: 4544.607422
	Iteration 25Q: 3 clusters Score -761588.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -761593.437500 Penalty: 4544.607422
	Iteration 26Q: 3 clusters Score -761593.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -761595.625000 Penalty: 4544.607422
	Iteration 27Q: 3 clusters Score -761595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -761599.062500 Penalty: 4544.607422
	Iteration 28Q: 3 clusters Score -761599.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -761602.562500 Penalty: 4544.607422
	Iteration 29Q: 3 clusters Score -761602.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -761606.812500 Penalty: 4544.607422
	Iteration 30Q: 3 clusters Score -761606.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -761607.375000 Penalty: 4544.607422
	Iteration 31Q: 3 clusters Score -761607.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -761611.875000 Penalty: 4544.607422
	Iteration 32Q: 3 clusters Score -761611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -761611.250000 Penalty: 4544.607422
	Iteration 33Q: 3 clusters Score -761611.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -761609.812500 Penalty: 4544.607422
	Iteration 34Q: 3 clusters Score -761609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -761610.937500 Penalty: 4544.607422
	Iteration 35Q: 3 clusters Score -761610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -761613.812500 Penalty: 4544.607422
	Iteration 36Q: 3 clusters Score -761613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -761615.625000 Penalty: 4544.607422
	Iteration 37Q: 3 clusters Score -761615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -761616.375000 Penalty: 4544.607422
	Iteration 38Q: 3 clusters Score -761616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -761617.500000 Penalty: 4544.607422
	Iteration 39Q: 3 clusters Score -761617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -761618.437500 Penalty: 4544.607422
	Iteration 40F: 3 clusters Score -761618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -761619.937500 Penalty: 4544.607422
	Iteration 41Q: 3 clusters Score -761619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -761620.375000 Penalty: 4544.607422
	Iteration 42Q: 3 clusters Score -761620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -761621.562500 Penalty: 4544.607422
	Iteration 43Q: 3 clusters Score -761621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -761623.062500 Penalty: 4544.607422
	Iteration 44Q: 3 clusters Score -761623.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -761623.312500 Penalty: 4544.607422
	Iteration 45Q: 3 clusters Score -761623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -761625.687500 Penalty: 4544.607422
	Iteration 46Q: 3 clusters Score -761625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -761626.250000 Penalty: 4544.607422
	Iteration 47Q: 3 clusters Score -761626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -761624.375000 Penalty: 4544.607422
	Iteration 48Q: 3 clusters Score -761624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -761627.375000 Penalty: 4544.607422
	Iteration 49Q: 3 clusters Score -761627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -761629.250000 Penalty: 4544.607422
	Iteration 50Q: 3 clusters Score -761629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -761629.750000 Penalty: 4544.607422
	Iteration 51Q: 3 clusters Score -761629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -761627.625000 Penalty: 4544.607422
	Iteration 52Q: 3 clusters Score -761627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -761627.687500 Penalty: 4544.607422
	Iteration 53Q: 3 clusters Score -761627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -761628.687500 Penalty: 4544.607422
	Iteration 54Q: 3 clusters Score -761628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -761629.250000 Penalty: 4544.607422
	Iteration 55Q: 3 clusters Score -761629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -761630.125000 Penalty: 4544.607422
	Iteration 56Q: 3 clusters Score -761630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -761629.187500 Penalty: 4544.607422
	Iteration 57Q: 3 clusters Score -761629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -761630.500000 Penalty: 4544.607422
	Iteration 58Q: 3 clusters Score -761630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -761631.125000 Penalty: 4544.607422
	Iteration 59Q: 3 clusters Score -761631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -761631.562500 Penalty: 4544.607422
	Iteration 60F: 3 clusters Score -761631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -761632.875000 Penalty: 4544.607422
	Iteration 61Q: 3 clusters Score -761632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -761633.375000 Penalty: 4544.607422
	Iteration 62Q: 3 clusters Score -761633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -761633.312500 Penalty: 4544.607422
	Iteration 63Q: 3 clusters Score -761633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -761635.625000 Penalty: 4544.607422
	Iteration 64Q: 3 clusters Score -761635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -761635.875000 Penalty: 4544.607422
	Iteration 65Q: 3 clusters Score -761635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -761636.000000 Penalty: 4544.607422
	Iteration 66Q: 3 clusters Score -761636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -761636.625000 Penalty: 4544.607422
	Iteration 67Q: 3 clusters Score -761636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -761636.625000 Penalty: 4544.607422
	Iteration 68Q: 3 clusters Score -761636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -761636.625000 Penalty: 4544.607422
	Iteration 69F: 3 clusters Score -761636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -53561.070312 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -53561.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51898.636719 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -51898.64 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52077.527344 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -52077.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52118.730469 Penalty: 3223.147949
	Iteration 2Q: 3 clusters Score -52118.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52138.273438 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -52138.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52148.355469 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -52148.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52153.542969 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -52153.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52158.222656 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -52158.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52158.976562 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -52158.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52160.070312 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -52160.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52160.070312 Penalty: 3223.147949
	Iteration 9F: 3 clusters Score -52160.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -65016.035156 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -65016.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63232.562500 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -63232.56 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63500.976562 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -63500.98 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63577.464844 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -63577.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63602.976562 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -63602.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63618.765625 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -63618.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63629.347656 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -63629.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63632.539062 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -63632.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63634.765625 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -63634.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63637.042969 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -63637.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63638.101562 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -63638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63638.101562 Penalty: 3332.630615
	Iteration 10F: 3 clusters Score -63638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Entering Unmasked Estep 
Score: -505963.562500 Penalty: 2199.366455
	Iteration 0F: 2 clusters Score -505963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -500193.812500 Penalty: 4398.732910
	Iteration 0F: 3 clusters Score -500193.8 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -501897.937500 Penalty: 4398.732910
	Iteration 1F: 3 clusters Score -501897.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -502193.843750 Penalty: 4398.732910
	Iteration 2F: 3 clusters Score -502193.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -502390.687500 Penalty: 4398.732910
	Iteration 3F: 3 clusters Score -502390.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -502523.000000 Penalty: 4398.732910
	Iteration 4Q: 3 clusters Score -502523 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -502627.000000 Penalty: 4398.732910
	Iteration 5Q: 3 clusters Score -502627 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -502734.531250 Penalty: 4398.732910
	Iteration 6Q: 3 clusters Score -502734.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -502840.687500 Penalty: 4398.732910
	Iteration 7Q: 3 clusters Score -502840.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -502932.531250 Penalty: 4398.732910
	Iteration 8Q: 3 clusters Score -502932.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -503031.718750 Penalty: 4398.732910
	Iteration 9Q: 3 clusters Score -503031.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -503124.281250 Penalty: 4398.732910
	Iteration 10Q: 3 clusters Score -503124.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -503227.031250 Penalty: 4398.732910
	Iteration 11Q: 3 clusters Score -503227 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -503338.625000 Penalty: 4398.732910
	Iteration 12Q: 3 clusters Score -503338.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -503453.812500 Penalty: 4398.732910
	Iteration 13Q: 3 clusters Score -503453.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -503549.812500 Penalty: 4398.732910
	Iteration 14Q: 3 clusters Score -503549.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -503644.093750 Penalty: 4398.732910
	Iteration 15Q: 3 clusters Score -503644.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -503735.312500 Penalty: 4398.732910
	Iteration 16Q: 3 clusters Score -503735.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -503810.187500 Penalty: 4398.732910
	Iteration 17Q: 3 clusters Score -503810.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -503883.156250 Penalty: 4398.732910
	Iteration 18Q: 3 clusters Score -503883.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -503935.843750 Penalty: 4398.732910
	Iteration 19Q: 3 clusters Score -503935.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -503974.125000 Penalty: 4398.732910
	Iteration 20F: 3 clusters Score -503974.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -504004.312500 Penalty: 4398.732910
	Iteration 21Q: 3 clusters Score -504004.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -504030.593750 Penalty: 4398.732910
	Iteration 22Q: 3 clusters Score -504030.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -504063.437500 Penalty: 4398.732910
	Iteration 23Q: 3 clusters Score -504063.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -504093.718750 Penalty: 4398.732910
	Iteration 24Q: 3 clusters Score -504093.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -504130.437500 Penalty: 4398.732910
	Iteration 25Q: 3 clusters Score -504130.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -504170.843750 Penalty: 4398.732910
	Iteration 26Q: 3 clusters Score -504170.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -504207.968750 Penalty: 4398.732910
	Iteration 27Q: 3 clusters Score -504208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -504241.625000 Penalty: 4398.732910
	Iteration 28Q: 3 clusters Score -504241.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -504278.062500 Penalty: 4398.732910
	Iteration 29Q: 3 clusters Score -504278.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -504315.593750 Penalty: 4398.732910
	Iteration 30Q: 3 clusters Score -504315.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -504338.031250 Penalty: 4398.732910
	Iteration 31Q: 3 clusters Score -504338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -504355.656250 Penalty: 4398.732910
	Iteration 32Q: 3 clusters Score -504355.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -504370.687500 Penalty: 4398.732910
	Iteration 33Q: 3 clusters Score -504370.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -504382.343750 Penalty: 4398.732910
	Iteration 34Q: 3 clusters Score -504382.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -504390.125000 Penalty: 4398.732910
	Iteration 35Q: 3 clusters Score -504390.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -504397.593750 Penalty: 4398.732910
	Iteration 36Q: 3 clusters Score -504397.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -504403.718750 Penalty: 4398.732910
	Iteration 37Q: 3 clusters Score -504403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -504408.437500 Penalty: 4398.732910
	Iteration 38Q: 3 clusters Score -504408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -504413.093750 Penalty: 4398.732910
	Iteration 39Q: 3 clusters Score -504413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -504416.812500 Penalty: 4398.732910
	Iteration 40F: 3 clusters Score -504416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -504419.750000 Penalty: 4398.732910
	Iteration 41Q: 3 clusters Score -504419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -504422.718750 Penalty: 4398.732910
	Iteration 42Q: 3 clusters Score -504422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -504424.218750 Penalty: 4398.732910
	Iteration 43Q: 3 clusters Score -504424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -504426.593750 Penalty: 4398.732910
	Iteration 44Q: 3 clusters Score -504426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -504428.156250 Penalty: 4398.732910
	Iteration 45Q: 3 clusters Score -504428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -504428.500000 Penalty: 4398.732910
	Iteration 46Q: 3 clusters Score -504428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -504429.843750 Penalty: 4398.732910
	Iteration 47Q: 3 clusters Score -504429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -504429.843750 Penalty: 4398.732910
	Iteration 48F: 3 clusters Score -504429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -124248.148438 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -124248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -121875.156250 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -121875.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122302.007812 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -122302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -122392.515625 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -122392.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122443.835938 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -122443.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122484.453125 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -122484.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122506.906250 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -122506.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -122526.468750 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -122526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122537.976562 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -122538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122546.593750 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -122546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122556.539062 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -122556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122560.679688 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -122560.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -122564.687500 Penalty: 3672.522461
	Iteration 11Q: 3 clusters Score -122564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122566.562500 Penalty: 3672.522461
	Iteration 12Q: 3 clusters Score -122566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122569.375000 Penalty: 3672.522461
	Iteration 13Q: 3 clusters Score -122569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122571.812500 Penalty: 3672.522461
	Iteration 14Q: 3 clusters Score -122571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -122574.539062 Penalty: 3672.522461
	Iteration 15Q: 3 clusters Score -122574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -122577.929688 Penalty: 3672.522461
	Iteration 16Q: 3 clusters Score -122577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -122580.359375 Penalty: 3672.522461
	Iteration 17Q: 3 clusters Score -122580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122580.984375 Penalty: 3672.522461
	Iteration 18Q: 3 clusters Score -122581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122581.320312 Penalty: 3672.522461
	Iteration 19Q: 3 clusters Score -122581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -122581.320312 Penalty: 3672.522461
	Iteration 20F: 3 clusters Score -122581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -324387.687500 Penalty: 2056.054688
	Iteration 0F: 2 clusters Score -324387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -320500.812500 Penalty: 4112.109375
	Iteration 0F: 3 clusters Score -320500.8 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -321527.125000 Penalty: 4112.109375
	Iteration 1F: 3 clusters Score -321527.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -321839.906250 Penalty: 4112.109375
	Iteration 2F: 3 clusters Score -321839.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -322057.937500 Penalty: 4112.109375
	Iteration 3F: 3 clusters Score -322057.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -322224.218750 Penalty: 4112.109375
	Iteration 4Q: 3 clusters Score -322224.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -322363.312500 Penalty: 4112.109375
	Iteration 5Q: 3 clusters Score -322363.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -322475.687500 Penalty: 4112.109375
	Iteration 6Q: 3 clusters Score -322475.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -322578.687500 Penalty: 4112.109375
	Iteration 7Q: 3 clusters Score -322578.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -322663.906250 Penalty: 4112.109375
	Iteration 8Q: 3 clusters Score -322663.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -322753.187500 Penalty: 4112.109375
	Iteration 9Q: 3 clusters Score -322753.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -322843.218750 Penalty: 4112.109375
	Iteration 10Q: 3 clusters Score -322843.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -322918.968750 Penalty: 4112.109375
	Iteration 11Q: 3 clusters Score -322919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -322986.437500 Penalty: 4112.109375
	Iteration 12Q: 3 clusters Score -322986.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -323040.531250 Penalty: 4112.109375
	Iteration 13Q: 3 clusters Score -323040.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -323079.593750 Penalty: 4112.109375
	Iteration 14Q: 3 clusters Score -323079.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -323124.750000 Penalty: 4112.109375
	Iteration 15Q: 3 clusters Score -323124.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -323170.750000 Penalty: 4112.109375
	Iteration 16Q: 3 clusters Score -323170.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -323198.468750 Penalty: 4112.109375
	Iteration 17Q: 3 clusters Score -323198.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -323217.500000 Penalty: 4112.109375
	Iteration 18Q: 3 clusters Score -323217.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -323233.062500 Penalty: 4112.109375
	Iteration 19Q: 3 clusters Score -323233.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -323244.875000 Penalty: 4112.109375
	Iteration 20F: 3 clusters Score -323244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -323256.031250 Penalty: 4112.109375
	Iteration 21Q: 3 clusters Score -323256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -323272.000000 Penalty: 4112.109375
	Iteration 22Q: 3 clusters Score -323272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -323285.437500 Penalty: 4112.109375
	Iteration 23Q: 3 clusters Score -323285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -323292.250000 Penalty: 4112.109375
	Iteration 24Q: 3 clusters Score -323292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -323297.593750 Penalty: 4112.109375
	Iteration 25Q: 3 clusters Score -323297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -323305.062500 Penalty: 4112.109375
	Iteration 26Q: 3 clusters Score -323305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -323310.531250 Penalty: 4112.109375
	Iteration 27Q: 3 clusters Score -323310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -323311.375000 Penalty: 4112.109375
	Iteration 28Q: 3 clusters Score -323311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -323312.468750 Penalty: 4112.109375
	Iteration 29Q: 3 clusters Score -323312.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -323316.593750 Penalty: 4112.109375
	Iteration 30Q: 3 clusters Score -323316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -323320.406250 Penalty: 4112.109375
	Iteration 31Q: 3 clusters Score -323320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -323325.343750 Penalty: 4112.109375
	Iteration 32Q: 3 clusters Score -323325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -323331.781250 Penalty: 4112.109375
	Iteration 33Q: 3 clusters Score -323331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -323335.031250 Penalty: 4112.109375
	Iteration 34Q: 3 clusters Score -323335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -323339.781250 Penalty: 4112.109375
	Iteration 35Q: 3 clusters Score -323339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -323339.156250 Penalty: 4112.109375
	Iteration 36Q: 3 clusters Score -323339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -323340.625000 Penalty: 4112.109375
	Iteration 37Q: 3 clusters Score -323340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -323340.625000 Penalty: 4112.109375
	Iteration 38F: 3 clusters Score -323340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Entering Unmasked Estep 
Score: -1374316.250000 Penalty: 2410.422119
	Iteration 0F: 2 clusters Score -1374316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1362437.375000 Penalty: 4820.844238
	Iteration 0F: 3 clusters Score -1362437 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1366208.250000 Penalty: 4820.844238
	Iteration 1F: 3 clusters Score -1366208 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1366543.250000 Penalty: 4820.844238
	Iteration 2F: 3 clusters Score -1366543 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1366813.750000 Penalty: 4820.844238
	Iteration 3Q: 3 clusters Score -1366814 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1367045.375000 Penalty: 4820.844238
	Iteration 4Q: 3 clusters Score -1367045 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1367285.375000 Penalty: 4820.844238
	Iteration 5Q: 3 clusters Score -1367285 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1367530.500000 Penalty: 4820.844238
	Iteration 6Q: 3 clusters Score -1367530 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1367819.875000 Penalty: 4820.844238
	Iteration 7Q: 3 clusters Score -1367820 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1368141.125000 Penalty: 4820.844238
	Iteration 8Q: 3 clusters Score -1368141 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1368424.625000 Penalty: 4820.844238
	Iteration 9Q: 3 clusters Score -1368425 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1368707.250000 Penalty: 4820.844238
	Iteration 10Q: 3 clusters Score -1368707 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1368935.250000 Penalty: 4820.844238
	Iteration 11Q: 3 clusters Score -1368935 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1369092.375000 Penalty: 4820.844238
	Iteration 12Q: 3 clusters Score -1369092 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1369224.500000 Penalty: 4820.844238
	Iteration 13Q: 3 clusters Score -1369224 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1369354.875000 Penalty: 4820.844238
	Iteration 14Q: 3 clusters Score -1369355 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1369452.000000 Penalty: 4820.844238
	Iteration 15Q: 3 clusters Score -1369452 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1369531.500000 Penalty: 4820.844238
	Iteration 16Q: 3 clusters Score -1369532 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1369602.250000 Penalty: 4820.844238
	Iteration 17Q: 3 clusters Score -1369602 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1369667.500000 Penalty: 4820.844238
	Iteration 18Q: 3 clusters Score -1369668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1369728.750000 Penalty: 4820.844238
	Iteration 19Q: 3 clusters Score -1369729 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1369797.250000 Penalty: 4820.844238
	Iteration 20F: 3 clusters Score -1369797 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1369852.500000 Penalty: 4820.844238
	Iteration 21Q: 3 clusters Score -1369852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1369914.125000 Penalty: 4820.844238
	Iteration 22Q: 3 clusters Score -1369914 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1369983.875000 Penalty: 4820.844238
	Iteration 23Q: 3 clusters Score -1369984 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1370055.750000 Penalty: 4820.844238
	Iteration 24Q: 3 clusters Score -1370056 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1370136.750000 Penalty: 4820.844238
	Iteration 25Q: 3 clusters Score -1370137 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1370210.750000 Penalty: 4820.844238
	Iteration 26Q: 3 clusters Score -1370211 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1370297.375000 Penalty: 4820.844238
	Iteration 27Q: 3 clusters Score -1370297 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1370384.500000 Penalty: 4820.844238
	Iteration 28Q: 3 clusters Score -1370384 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1370491.000000 Penalty: 4820.844238
	Iteration 29Q: 3 clusters Score -1370491 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1370608.375000 Penalty: 4820.844238
	Iteration 30Q: 3 clusters Score -1370608 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1370742.750000 Penalty: 4820.844238
	Iteration 31Q: 3 clusters Score -1370743 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1370888.625000 Penalty: 4820.844238
	Iteration 32Q: 3 clusters Score -1370889 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1371058.500000 Penalty: 4820.844238
	Iteration 33Q: 3 clusters Score -1371058 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1371239.750000 Penalty: 4820.844238
	Iteration 34Q: 3 clusters Score -1371240 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1371449.000000 Penalty: 4820.844238
	Iteration 35Q: 3 clusters Score -1371449 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1371640.000000 Penalty: 4820.844238
	Iteration 36Q: 3 clusters Score -1371640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1371791.375000 Penalty: 4820.844238
	Iteration 37Q: 3 clusters Score -1371791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1371882.250000 Penalty: 4820.844238
	Iteration 38Q: 3 clusters Score -1371882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1371955.250000 Penalty: 4820.844238
	Iteration 39Q: 3 clusters Score -1371955 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1372009.125000 Penalty: 4820.844238
	Iteration 40F: 3 clusters Score -1372009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1372037.875000 Penalty: 4820.844238
	Iteration 41Q: 3 clusters Score -1372038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1372055.125000 Penalty: 4820.844238
	Iteration 42Q: 3 clusters Score -1372055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1372069.625000 Penalty: 4820.844238
	Iteration 43Q: 3 clusters Score -1372070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1372086.875000 Penalty: 4820.844238
	Iteration 44Q: 3 clusters Score -1372087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1372098.875000 Penalty: 4820.844238
	Iteration 45Q: 3 clusters Score -1372099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1372114.250000 Penalty: 4820.844238
	Iteration 46Q: 3 clusters Score -1372114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1372127.125000 Penalty: 4820.844238
	Iteration 47Q: 3 clusters Score -1372127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1372134.125000 Penalty: 4820.844238
	Iteration 48Q: 3 clusters Score -1372134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1372142.000000 Penalty: 4820.844238
	Iteration 49Q: 3 clusters Score -1372142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1372154.125000 Penalty: 4820.844238
	Iteration 50Q: 3 clusters Score -1372154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1372170.875000 Penalty: 4820.844238
	Iteration 51Q: 3 clusters Score -1372171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1372181.125000 Penalty: 4820.844238
	Iteration 52Q: 3 clusters Score -1372181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1372187.250000 Penalty: 4820.844238
	Iteration 53Q: 3 clusters Score -1372187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1372189.125000 Penalty: 4820.844238
	Iteration 54Q: 3 clusters Score -1372189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1372194.500000 Penalty: 4820.844238
	Iteration 55Q: 3 clusters Score -1372194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1372199.000000 Penalty: 4820.844238
	Iteration 56Q: 3 clusters Score -1372199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1372200.125000 Penalty: 4820.844238
	Iteration 57Q: 3 clusters Score -1372200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1372200.125000 Penalty: 4820.844238
	Iteration 58F: 3 clusters Score -1372200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Entering Unmasked Estep 
Score: -206367.578125 Penalty: 1989.759766
	Iteration 0F: 2 clusters Score -206367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -203067.953125 Penalty: 3979.519531
	Iteration 0F: 3 clusters Score -203068 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -203956.265625 Penalty: 3979.519531
	Iteration 1F: 3 clusters Score -203956.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -204318.000000 Penalty: 3979.519531
	Iteration 2F: 3 clusters Score -204318 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -204630.203125 Penalty: 3979.519531
	Iteration 3F: 3 clusters Score -204630.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -204921.671875 Penalty: 3979.519531
	Iteration 4F: 3 clusters Score -204921.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -205141.343750 Penalty: 3979.519531
	Iteration 5F: 3 clusters Score -205141.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -205281.578125 Penalty: 3979.519531
	Iteration 6Q: 3 clusters Score -205281.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -205392.515625 Penalty: 3979.519531
	Iteration 7Q: 3 clusters Score -205392.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -205494.718750 Penalty: 3979.519531
	Iteration 8Q: 3 clusters Score -205494.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -205571.546875 Penalty: 3979.519531
	Iteration 9Q: 3 clusters Score -205571.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -205631.203125 Penalty: 3979.519531
	Iteration 10Q: 3 clusters Score -205631.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -205685.796875 Penalty: 3979.519531
	Iteration 11Q: 3 clusters Score -205685.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -205720.875000 Penalty: 3979.519531
	Iteration 12Q: 3 clusters Score -205720.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -205744.171875 Penalty: 3979.519531
	Iteration 13Q: 3 clusters Score -205744.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -205765.656250 Penalty: 3979.519531
	Iteration 14Q: 3 clusters Score -205765.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -205781.281250 Penalty: 3979.519531
	Iteration 15Q: 3 clusters Score -205781.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -205792.062500 Penalty: 3979.519531
	Iteration 16Q: 3 clusters Score -205792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -205798.750000 Penalty: 3979.519531
	Iteration 17Q: 3 clusters Score -205798.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -205810.500000 Penalty: 3979.519531
	Iteration 18Q: 3 clusters Score -205810.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -205817.781250 Penalty: 3979.519531
	Iteration 19Q: 3 clusters Score -205817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -205821.859375 Penalty: 3979.519531
	Iteration 20F: 3 clusters Score -205821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -205827.265625 Penalty: 3979.519531
	Iteration 21Q: 3 clusters Score -205827.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -205831.406250 Penalty: 3979.519531
	Iteration 22Q: 3 clusters Score -205831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -205834.406250 Penalty: 3979.519531
	Iteration 23Q: 3 clusters Score -205834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -205834.906250 Penalty: 3979.519531
	Iteration 24Q: 3 clusters Score -205834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -205835.890625 Penalty: 3979.519531
	Iteration 25Q: 3 clusters Score -205835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -205836.843750 Penalty: 3979.519531
	Iteration 26Q: 3 clusters Score -205836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -205837.593750 Penalty: 3979.519531
	Iteration 27Q: 3 clusters Score -205837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -205838.343750 Penalty: 3979.519531
	Iteration 28Q: 3 clusters Score -205838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -205839.109375 Penalty: 3979.519531
	Iteration 29Q: 3 clusters Score -205839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -205839.421875 Penalty: 3979.519531
	Iteration 30Q: 3 clusters Score -205839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -205839.968750 Penalty: 3979.519531
	Iteration 31Q: 3 clusters Score -205840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -205840.703125 Penalty: 3979.519531
	Iteration 32Q: 3 clusters Score -205840.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -205840.703125 Penalty: 3979.519531
	Iteration 33F: 3 clusters Score -205840.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Entering Unmasked Estep 
Score: -4689364.000000 Penalty: 2717.573242
	Iteration 0F: 2 clusters Score -4689364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4651050.500000 Penalty: 5435.146484
	Iteration 0F: 3 clusters Score -4651050 nChanged 26546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4665661.000000 Penalty: 5435.146484
	Iteration 1F: 3 clusters Score -4665661 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4666214.500000 Penalty: 5435.146484
	Iteration 2Q: 3 clusters Score -4666214 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4666800.500000 Penalty: 5435.146484
	Iteration 3Q: 3 clusters Score -4666800 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4667425.000000 Penalty: 5435.146484
	Iteration 4Q: 3 clusters Score -4667425 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -4668200.000000 Penalty: 5435.146484
	Iteration 5Q: 3 clusters Score -4668200 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -4669314.500000 Penalty: 5435.146484
	Iteration 6Q: 3 clusters Score -4669314 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4670818.000000 Penalty: 5435.146484
	Iteration 7Q: 3 clusters Score -4670818 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -4672726.500000 Penalty: 5435.146484
	Iteration 8F: 3 clusters Score -4672726 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4674754.000000 Penalty: 5435.146484
	Iteration 9F: 3 clusters Score -4674754 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4676757.000000 Penalty: 5435.146484
	Iteration 10F: 3 clusters Score -4676757 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4678425.500000 Penalty: 5435.146484
	Iteration 11Q: 3 clusters Score -4678426 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4679741.500000 Penalty: 5435.146484
	Iteration 12Q: 3 clusters Score -4679742 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -4680928.000000 Penalty: 5435.146484
	Iteration 13Q: 3 clusters Score -4680928 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4682013.500000 Penalty: 5435.146484
	Iteration 14Q: 3 clusters Score -4682014 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4683036.000000 Penalty: 5435.146484
	Iteration 15Q: 3 clusters Score -4683036 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4683946.500000 Penalty: 5435.146484
	Iteration 16Q: 3 clusters Score -4683946 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -4684760.500000 Penalty: 5435.146484
	Iteration 17Q: 3 clusters Score -4684760 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4685428.500000 Penalty: 5435.146484
	Iteration 18Q: 3 clusters Score -4685428 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4685940.500000 Penalty: 5435.146484
	Iteration 19Q: 3 clusters Score -4685940 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4686318.000000 Penalty: 5435.146484
	Iteration 20F: 3 clusters Score -4686318 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4686572.500000 Penalty: 5435.146484
	Iteration 21Q: 3 clusters Score -4686572 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4686732.500000 Penalty: 5435.146484
	Iteration 22Q: 3 clusters Score -4686732 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4686849.000000 Penalty: 5435.146484
	Iteration 23Q: 3 clusters Score -4686849 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4686917.000000 Penalty: 5435.146484
	Iteration 24Q: 3 clusters Score -4686917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4686970.000000 Penalty: 5435.146484
	Iteration 25Q: 3 clusters Score -4686970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4687023.000000 Penalty: 5435.146484
	Iteration 26Q: 3 clusters Score -4687023 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4687071.000000 Penalty: 5435.146484
	Iteration 27Q: 3 clusters Score -4687071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4687122.000000 Penalty: 5435.146484
	Iteration 28Q: 3 clusters Score -4687122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4687144.000000 Penalty: 5435.146484
	Iteration 29Q: 3 clusters Score -4687144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56001 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4687172.500000 Penalty: 5435.146484
	Iteration 30Q: 3 clusters Score -4687172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4687185.500000 Penalty: 5435.146484
	Iteration 31Q: 3 clusters Score -4687186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4687205.500000 Penalty: 5435.146484
	Iteration 32Q: 3 clusters Score -4687206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4687218.000000 Penalty: 5435.146484
	Iteration 33Q: 3 clusters Score -4687218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4687236.000000 Penalty: 5435.146484
	Iteration 34Q: 3 clusters Score -4687236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4687243.000000 Penalty: 5435.146484
	Iteration 35Q: 3 clusters Score -4687243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4687254.000000 Penalty: 5435.146484
	Iteration 36Q: 3 clusters Score -4687254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4687258.000000 Penalty: 5435.146484
	Iteration 37Q: 3 clusters Score -4687258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4687262.500000 Penalty: 5435.146484
	Iteration 38Q: 3 clusters Score -4687262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4687269.000000 Penalty: 5435.146484
	Iteration 39Q: 3 clusters Score -4687269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4687271.000000 Penalty: 5435.146484
	Iteration 40F: 3 clusters Score -4687271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4687272.000000 Penalty: 5435.146484
	Iteration 41Q: 3 clusters Score -4687272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4687273.000000 Penalty: 5435.146484
	Iteration 42Q: 3 clusters Score -4687273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4687275.000000 Penalty: 5435.146484
	Iteration 43Q: 3 clusters Score -4687275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4687276.000000 Penalty: 5435.146484
	Iteration 44Q: 3 clusters Score -4687276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4687277.000000 Penalty: 5435.146484
	Iteration 45Q: 3 clusters Score -4687277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4687278.500000 Penalty: 5435.146484
	Iteration 46Q: 3 clusters Score -4687278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4687278.500000 Penalty: 5435.146484
	Iteration 47Q: 3 clusters Score -4687278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4687283.500000 Penalty: 5435.146484
	Iteration 48Q: 3 clusters Score -4687284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4687276.500000 Penalty: 5435.146484
	Iteration 49Q: 3 clusters Score -4687276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4687281.000000 Penalty: 5435.146484
	Iteration 50Q: 3 clusters Score -4687281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4687284.500000 Penalty: 5435.146484
	Iteration 51Q: 3 clusters Score -4687284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4687291.500000 Penalty: 5435.146484
	Iteration 52Q: 3 clusters Score -4687292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4687288.000000 Penalty: 5435.146484
	Iteration 53Q: 3 clusters Score -4687288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4687286.500000 Penalty: 5435.146484
	Iteration 54Q: 3 clusters Score -4687286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4687284.500000 Penalty: 5435.146484
	Iteration 55Q: 3 clusters Score -4687284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4687284.000000 Penalty: 5435.146484
	Iteration 56Q: 3 clusters Score -4687284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4687284.000000 Penalty: 5435.146484
	Iteration 57F: 3 clusters Score -4687284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Entering Unmasked Estep 
Score: -1730379.875000 Penalty: 2458.360596
	Iteration 0F: 2 clusters Score -1730380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1716137.375000 Penalty: 4916.721191
	Iteration 0F: 3 clusters Score -1716137 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1720951.375000 Penalty: 4916.721191
	Iteration 1F: 3 clusters Score -1720951 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1721499.250000 Penalty: 4916.721191
	Iteration 2F: 3 clusters Score -1721499 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1722075.750000 Penalty: 4916.721191
	Iteration 3F: 3 clusters Score -1722076 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1722740.500000 Penalty: 4916.721191
	Iteration 4F: 3 clusters Score -1722740 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1723490.875000 Penalty: 4916.721191
	Iteration 5F: 3 clusters Score -1723491 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1724242.125000 Penalty: 4916.721191
	Iteration 6F: 3 clusters Score -1724242 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1724941.000000 Penalty: 4916.721191
	Iteration 7F: 3 clusters Score -1724941 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1725520.250000 Penalty: 4916.721191
	Iteration 8Q: 3 clusters Score -1725520 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1725924.875000 Penalty: 4916.721191
	Iteration 9Q: 3 clusters Score -1725925 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1726217.500000 Penalty: 4916.721191
	Iteration 10Q: 3 clusters Score -1726218 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1726444.625000 Penalty: 4916.721191
	Iteration 11Q: 3 clusters Score -1726445 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1726598.000000 Penalty: 4916.721191
	Iteration 12Q: 3 clusters Score -1726598 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1726724.625000 Penalty: 4916.721191
	Iteration 13Q: 3 clusters Score -1726725 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1726813.250000 Penalty: 4916.721191
	Iteration 14Q: 3 clusters Score -1726813 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1726892.500000 Penalty: 4916.721191
	Iteration 15Q: 3 clusters Score -1726892 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1726966.250000 Penalty: 4916.721191
	Iteration 16Q: 3 clusters Score -1726966 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1727033.000000 Penalty: 4916.721191
	Iteration 17Q: 3 clusters Score -1727033 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1727094.625000 Penalty: 4916.721191
	Iteration 18Q: 3 clusters Score -1727095 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1727158.750000 Penalty: 4916.721191
	Iteration 19Q: 3 clusters Score -1727159 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1727202.500000 Penalty: 4916.721191
	Iteration 20F: 3 clusters Score -1727202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1727247.875000 Penalty: 4916.721191
	Iteration 21Q: 3 clusters Score -1727248 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1727288.375000 Penalty: 4916.721191
	Iteration 22Q: 3 clusters Score -1727288 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1727329.375000 Penalty: 4916.721191
	Iteration 23Q: 3 clusters Score -1727329 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1727378.750000 Penalty: 4916.721191
	Iteration 24Q: 3 clusters Score -1727379 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1727433.875000 Penalty: 4916.721191
	Iteration 25Q: 3 clusters Score -1727434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1727484.750000 Penalty: 4916.721191
	Iteration 26Q: 3 clusters Score -1727485 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1727546.750000 Penalty: 4916.721191
	Iteration 27Q: 3 clusters Score -1727547 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1727598.250000 Penalty: 4916.721191
	Iteration 28Q: 3 clusters Score -1727598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1727653.750000 Penalty: 4916.721191
	Iteration 29Q: 3 clusters Score -1727654 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1727707.375000 Penalty: 4916.721191
	Iteration 30Q: 3 clusters Score -1727707 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1727768.250000 Penalty: 4916.721191
	Iteration 31Q: 3 clusters Score -1727768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1727831.125000 Penalty: 4916.721191
	Iteration 32Q: 3 clusters Score -1727831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1727899.375000 Penalty: 4916.721191
	Iteration 33Q: 3 clusters Score -1727899 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1727961.250000 Penalty: 4916.721191
	Iteration 34Q: 3 clusters Score -1727961 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1728015.750000 Penalty: 4916.721191
	Iteration 35Q: 3 clusters Score -1728016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1728060.000000 Penalty: 4916.721191
	Iteration 36Q: 3 clusters Score -1728060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1728111.500000 Penalty: 4916.721191
	Iteration 37Q: 3 clusters Score -1728112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1728154.500000 Penalty: 4916.721191
	Iteration 38Q: 3 clusters Score -1728154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1728183.875000 Penalty: 4916.721191
	Iteration 39Q: 3 clusters Score -1728184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1728213.125000 Penalty: 4916.721191
	Iteration 40F: 3 clusters Score -1728213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1728239.750000 Penalty: 4916.721191
	Iteration 41Q: 3 clusters Score -1728240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1728261.875000 Penalty: 4916.721191
	Iteration 42Q: 3 clusters Score -1728262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1728286.250000 Penalty: 4916.721191
	Iteration 43Q: 3 clusters Score -1728286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1728310.625000 Penalty: 4916.721191
	Iteration 44Q: 3 clusters Score -1728311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1728322.625000 Penalty: 4916.721191
	Iteration 45Q: 3 clusters Score -1728323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1728337.250000 Penalty: 4916.721191
	Iteration 46Q: 3 clusters Score -1728337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1728350.125000 Penalty: 4916.721191
	Iteration 47Q: 3 clusters Score -1728350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1728358.000000 Penalty: 4916.721191
	Iteration 48Q: 3 clusters Score -1728358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1728361.875000 Penalty: 4916.721191
	Iteration 49Q: 3 clusters Score -1728362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1728366.875000 Penalty: 4916.721191
	Iteration 50Q: 3 clusters Score -1728367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1728372.750000 Penalty: 4916.721191
	Iteration 51Q: 3 clusters Score -1728373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1728378.500000 Penalty: 4916.721191
	Iteration 52Q: 3 clusters Score -1728378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1728381.375000 Penalty: 4916.721191
	Iteration 53Q: 3 clusters Score -1728381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1728381.750000 Penalty: 4916.721191
	Iteration 54Q: 3 clusters Score -1728382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1728382.875000 Penalty: 4916.721191
	Iteration 55Q: 3 clusters Score -1728383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1728382.875000 Penalty: 4916.721191
	Iteration 56F: 3 clusters Score -1728383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Entering Unmasked Estep 
Score: -1424173.125000 Penalty: 2416.255615
	Iteration 0F: 2 clusters Score -1424173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1412045.250000 Penalty: 4832.511230
	Iteration 0F: 3 clusters Score -1412045 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1416163.750000 Penalty: 4832.511230
	Iteration 1F: 3 clusters Score -1416164 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1416696.375000 Penalty: 4832.511230
	Iteration 2F: 3 clusters Score -1416696 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1417189.875000 Penalty: 4832.511230
	Iteration 3F: 3 clusters Score -1417190 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1417696.000000 Penalty: 4832.511230
	Iteration 4F: 3 clusters Score -1417696 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1418258.875000 Penalty: 4832.511230
	Iteration 5F: 3 clusters Score -1418259 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1418947.625000 Penalty: 4832.511230
	Iteration 6F: 3 clusters Score -1418948 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1419737.000000 Penalty: 4832.511230
	Iteration 7F: 3 clusters Score -1419737 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1420538.000000 Penalty: 4832.511230
	Iteration 8F: 3 clusters Score -1420538 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1421271.625000 Penalty: 4832.511230
	Iteration 9F: 3 clusters Score -1421272 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1421781.125000 Penalty: 4832.511230
	Iteration 10Q: 3 clusters Score -1421781 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1422068.625000 Penalty: 4832.511230
	Iteration 11Q: 3 clusters Score -1422069 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1422249.250000 Penalty: 4832.511230
	Iteration 12Q: 3 clusters Score -1422249 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1422357.875000 Penalty: 4832.511230
	Iteration 13Q: 3 clusters Score -1422358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1422433.375000 Penalty: 4832.511230
	Iteration 14Q: 3 clusters Score -1422433 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1422488.000000 Penalty: 4832.511230
	Iteration 15Q: 3 clusters Score -1422488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1422533.500000 Penalty: 4832.511230
	Iteration 16Q: 3 clusters Score -1422534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1422585.875000 Penalty: 4832.511230
	Iteration 17Q: 3 clusters Score -1422586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1422625.625000 Penalty: 4832.511230
	Iteration 18Q: 3 clusters Score -1422626 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1422672.500000 Penalty: 4832.511230
	Iteration 19Q: 3 clusters Score -1422672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1422709.500000 Penalty: 4832.511230
	Iteration 20F: 3 clusters Score -1422710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1422746.375000 Penalty: 4832.511230
	Iteration 21Q: 3 clusters Score -1422746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1422794.875000 Penalty: 4832.511230
	Iteration 22Q: 3 clusters Score -1422795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1422826.250000 Penalty: 4832.511230
	Iteration 23Q: 3 clusters Score -1422826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1422868.000000 Penalty: 4832.511230
	Iteration 24Q: 3 clusters Score -1422868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1422918.500000 Penalty: 4832.511230
	Iteration 25Q: 3 clusters Score -1422918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1422968.375000 Penalty: 4832.511230
	Iteration 26Q: 3 clusters Score -1422968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1422996.750000 Penalty: 4832.511230
	Iteration 27Q: 3 clusters Score -1422997 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1423034.125000 Penalty: 4832.511230
	Iteration 28Q: 3 clusters Score -1423034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1423060.875000 Penalty: 4832.511230
	Iteration 29Q: 3 clusters Score -1423061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1423096.375000 Penalty: 4832.511230
	Iteration 30Q: 3 clusters Score -1423096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1423120.875000 Penalty: 4832.511230
	Iteration 31Q: 3 clusters Score -1423121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1423147.375000 Penalty: 4832.511230
	Iteration 32Q: 3 clusters Score -1423147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1423159.000000 Penalty: 4832.511230
	Iteration 33Q: 3 clusters Score -1423159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1423163.125000 Penalty: 4832.511230
	Iteration 34Q: 3 clusters Score -1423163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1423168.500000 Penalty: 4832.511230
	Iteration 35Q: 3 clusters Score -1423168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1423186.125000 Penalty: 4832.511230
	Iteration 36Q: 3 clusters Score -1423186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1423187.875000 Penalty: 4832.511230
	Iteration 37Q: 3 clusters Score -1423188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1423197.875000 Penalty: 4832.511230
	Iteration 38Q: 3 clusters Score -1423198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1423200.875000 Penalty: 4832.511230
	Iteration 39Q: 3 clusters Score -1423201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1423202.750000 Penalty: 4832.511230
	Iteration 40F: 3 clusters Score -1423203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1423211.250000 Penalty: 4832.511230
	Iteration 41Q: 3 clusters Score -1423211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1423209.125000 Penalty: 4832.511230
	Iteration 42Q: 3 clusters Score -1423209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1423216.500000 Penalty: 4832.511230
	Iteration 43Q: 3 clusters Score -1423216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1423219.375000 Penalty: 4832.511230
	Iteration 44Q: 3 clusters Score -1423219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1423223.125000 Penalty: 4832.511230
	Iteration 45Q: 3 clusters Score -1423223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1423225.250000 Penalty: 4832.511230
	Iteration 46Q: 3 clusters Score -1423225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1423226.500000 Penalty: 4832.511230
	Iteration 47Q: 3 clusters Score -1423226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1423230.250000 Penalty: 4832.511230
	Iteration 48Q: 3 clusters Score -1423230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1423227.750000 Penalty: 4832.511230
	Iteration 49Q: 3 clusters Score -1423228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1423227.625000 Penalty: 4832.511230
	Iteration 50Q: 3 clusters Score -1423228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1423230.750000 Penalty: 4832.511230
	Iteration 51Q: 3 clusters Score -1423231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1423235.125000 Penalty: 4832.511230
	Iteration 52Q: 3 clusters Score -1423235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1423231.750000 Penalty: 4832.511230
	Iteration 53Q: 3 clusters Score -1423232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1423237.500000 Penalty: 4832.511230
	Iteration 54Q: 3 clusters Score -1423238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1423237.250000 Penalty: 4832.511230
	Iteration 55Q: 3 clusters Score -1423237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1423239.000000 Penalty: 4832.511230
	Iteration 56Q: 3 clusters Score -1423239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1423239.625000 Penalty: 4832.511230
	Iteration 57Q: 3 clusters Score -1423240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1423238.250000 Penalty: 4832.511230
	Iteration 58Q: 3 clusters Score -1423238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1423237.125000 Penalty: 4832.511230
	Iteration 59Q: 3 clusters Score -1423237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1423239.250000 Penalty: 4832.511230
	Iteration 60F: 3 clusters Score -1423239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1423237.375000 Penalty: 4832.511230
	Iteration 61Q: 3 clusters Score -1423237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1423238.125000 Penalty: 4832.511230
	Iteration 62Q: 3 clusters Score -1423238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1423238.125000 Penalty: 4832.511230
	Iteration 63F: 3 clusters Score -1423238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -261375.828125 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -261375.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -257860.281250 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -257860.3 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -258746.703125 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -258746.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -259059.062500 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -259059.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -259300.968750 Penalty: 4026.038818
	Iteration 3F: 3 clusters Score -259301 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -259474.375000 Penalty: 4026.038818
	Iteration 4F: 3 clusters Score -259474.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -259600.843750 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -259600.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -259702.125000 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -259702.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -259766.718750 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -259766.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -259808.843750 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -259808.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -259849.734375 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -259849.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -259887.312500 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -259887.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259910.187500 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -259910.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -259926.453125 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -259926.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -259936.671875 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -259936.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -259944.859375 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -259944.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -259950.203125 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -259950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -259952.296875 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -259952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -259953.796875 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -259953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -259955.828125 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -259955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259958.437500 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -259958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -259959.781250 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -259959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -259963.953125 Penalty: 4026.038818
	Iteration 21Q: 3 clusters Score -259964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259968.562500 Penalty: 4026.038818
	Iteration 22Q: 3 clusters Score -259968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -259974.234375 Penalty: 4026.038818
	Iteration 23Q: 3 clusters Score -259974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -259978.609375 Penalty: 4026.038818
	Iteration 24Q: 3 clusters Score -259978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -259982.421875 Penalty: 4026.038818
	Iteration 25Q: 3 clusters Score -259982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259987.937500 Penalty: 4026.038818
	Iteration 26Q: 3 clusters Score -259987.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -259989.859375 Penalty: 4026.038818
	Iteration 27Q: 3 clusters Score -259989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -259992.546875 Penalty: 4026.038818
	Iteration 28Q: 3 clusters Score -259992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -259995.937500 Penalty: 4026.038818
	Iteration 29Q: 3 clusters Score -259995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259999.796875 Penalty: 4026.038818
	Iteration 30Q: 3 clusters Score -259999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -260001.937500 Penalty: 4026.038818
	Iteration 31Q: 3 clusters Score -260001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260003.671875 Penalty: 4026.038818
	Iteration 32Q: 3 clusters Score -260003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -260004.546875 Penalty: 4026.038818
	Iteration 33Q: 3 clusters Score -260004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -260005.656250 Penalty: 4026.038818
	Iteration 34Q: 3 clusters Score -260005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -260006.578125 Penalty: 4026.038818
	Iteration 35Q: 3 clusters Score -260006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -260008.156250 Penalty: 4026.038818
	Iteration 36Q: 3 clusters Score -260008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260008.953125 Penalty: 4026.038818
	Iteration 37Q: 3 clusters Score -260009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -260009.921875 Penalty: 4026.038818
	Iteration 38Q: 3 clusters Score -260009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -260010.500000 Penalty: 4026.038818
	Iteration 39Q: 3 clusters Score -260010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260011.359375 Penalty: 4026.038818
	Iteration 40F: 3 clusters Score -260011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -260013.421875 Penalty: 4026.038818
	Iteration 41Q: 3 clusters Score -260013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -260015.828125 Penalty: 4026.038818
	Iteration 42Q: 3 clusters Score -260015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -260018.140625 Penalty: 4026.038818
	Iteration 43Q: 3 clusters Score -260018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -260018.812500 Penalty: 4026.038818
	Iteration 44Q: 3 clusters Score -260018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -260020.218750 Penalty: 4026.038818
	Iteration 45Q: 3 clusters Score -260020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -260020.953125 Penalty: 4026.038818
	Iteration 46Q: 3 clusters Score -260021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -260020.953125 Penalty: 4026.038818
	Iteration 47F: 3 clusters Score -260021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Entering Unmasked Estep 
Score: -1890027.625000 Penalty: 2476.216797
	Iteration 0F: 2 clusters Score -1890028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1874706.125000 Penalty: 4952.433594
	Iteration 0F: 3 clusters Score -1874706 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1880093.125000 Penalty: 4952.433594
	Iteration 1F: 3 clusters Score -1880093 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1880601.375000 Penalty: 4952.433594
	Iteration 2F: 3 clusters Score -1880601 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1881142.000000 Penalty: 4952.433594
	Iteration 3F: 3 clusters Score -1881142 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1881738.625000 Penalty: 4952.433594
	Iteration 4F: 3 clusters Score -1881739 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1882446.125000 Penalty: 4952.433594
	Iteration 5F: 3 clusters Score -1882446 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1883225.625000 Penalty: 4952.433594
	Iteration 6F: 3 clusters Score -1883226 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1884036.250000 Penalty: 4952.433594
	Iteration 7F: 3 clusters Score -1884036 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1884769.750000 Penalty: 4952.433594
	Iteration 8F: 3 clusters Score -1884770 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1885405.500000 Penalty: 4952.433594
	Iteration 9Q: 3 clusters Score -1885406 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1885908.500000 Penalty: 4952.433594
	Iteration 10Q: 3 clusters Score -1885908 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1886256.750000 Penalty: 4952.433594
	Iteration 11Q: 3 clusters Score -1886257 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1886541.625000 Penalty: 4952.433594
	Iteration 12Q: 3 clusters Score -1886542 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1886801.750000 Penalty: 4952.433594
	Iteration 13Q: 3 clusters Score -1886802 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1886996.250000 Penalty: 4952.433594
	Iteration 14Q: 3 clusters Score -1886996 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1887156.000000 Penalty: 4952.433594
	Iteration 15Q: 3 clusters Score -1887156 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1887295.250000 Penalty: 4952.433594
	Iteration 16Q: 3 clusters Score -1887295 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1887421.500000 Penalty: 4952.433594
	Iteration 17Q: 3 clusters Score -1887422 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1887506.750000 Penalty: 4952.433594
	Iteration 18Q: 3 clusters Score -1887507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1887598.250000 Penalty: 4952.433594
	Iteration 19Q: 3 clusters Score -1887598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1887656.000000 Penalty: 4952.433594
	Iteration 20F: 3 clusters Score -1887656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1887705.500000 Penalty: 4952.433594
	Iteration 21Q: 3 clusters Score -1887706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1887747.375000 Penalty: 4952.433594
	Iteration 22Q: 3 clusters Score -1887747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1887775.750000 Penalty: 4952.433594
	Iteration 23Q: 3 clusters Score -1887776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1887799.750000 Penalty: 4952.433594
	Iteration 24Q: 3 clusters Score -1887800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1887825.625000 Penalty: 4952.433594
	Iteration 25Q: 3 clusters Score -1887826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1887837.250000 Penalty: 4952.433594
	Iteration 26Q: 3 clusters Score -1887837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1887850.875000 Penalty: 4952.433594
	Iteration 27Q: 3 clusters Score -1887851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1887855.750000 Penalty: 4952.433594
	Iteration 28Q: 3 clusters Score -1887856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1887867.750000 Penalty: 4952.433594
	Iteration 29Q: 3 clusters Score -1887868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1887869.125000 Penalty: 4952.433594
	Iteration 30Q: 3 clusters Score -1887869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1887874.500000 Penalty: 4952.433594
	Iteration 31Q: 3 clusters Score -1887874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1887883.500000 Penalty: 4952.433594
	Iteration 32Q: 3 clusters Score -1887884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1887898.500000 Penalty: 4952.433594
	Iteration 33Q: 3 clusters Score -1887898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1887903.625000 Penalty: 4952.433594
	Iteration 34Q: 3 clusters Score -1887904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1887913.625000 Penalty: 4952.433594
	Iteration 35Q: 3 clusters Score -1887914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1887920.125000 Penalty: 4952.433594
	Iteration 36Q: 3 clusters Score -1887920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1887925.500000 Penalty: 4952.433594
	Iteration 37Q: 3 clusters Score -1887926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1887937.125000 Penalty: 4952.433594
	Iteration 38Q: 3 clusters Score -1887937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1887938.250000 Penalty: 4952.433594
	Iteration 39Q: 3 clusters Score -1887938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1887939.375000 Penalty: 4952.433594
	Iteration 40F: 3 clusters Score -1887939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1887939.750000 Penalty: 4952.433594
	Iteration 41Q: 3 clusters Score -1887940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1887941.250000 Penalty: 4952.433594
	Iteration 42Q: 3 clusters Score -1887941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1887943.000000 Penalty: 4952.433594
	Iteration 43Q: 3 clusters Score -1887943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1887944.250000 Penalty: 4952.433594
	Iteration 44Q: 3 clusters Score -1887944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1887943.375000 Penalty: 4952.433594
	Iteration 45Q: 3 clusters Score -1887943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1887942.750000 Penalty: 4952.433594
	Iteration 46Q: 3 clusters Score -1887943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1887944.000000 Penalty: 4952.433594
	Iteration 47Q: 3 clusters Score -1887944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1887944.000000 Penalty: 4952.433594
	Iteration 48F: 3 clusters Score -1887944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -229773.750000 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -229773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -226615.843750 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -226615.8 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -227331.390625 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -227331.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -227531.015625 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -227531 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -227660.531250 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -227660.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -227750.000000 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -227750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -227828.281250 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -227828.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -227910.796875 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -227910.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -228005.593750 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -228005.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -228142.328125 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -228142.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -228274.203125 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -228274.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -228377.406250 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -228377.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -228449.734375 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -228449.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -228522.093750 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -228522.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -228586.703125 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -228586.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -228629.406250 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -228629.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -228668.531250 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -228668.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -228695.968750 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -228696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -228720.515625 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -228720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -228730.765625 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -228730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -228737.875000 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -228737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -228744.828125 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -228744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -228753.812500 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -228753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -228758.906250 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -228758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -228764.109375 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -228764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -228770.031250 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -228770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -228773.953125 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -228774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -228776.156250 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -228776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -228776.703125 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -228776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -228777.921875 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -228777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -228779.484375 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -228779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -228779.484375 Penalty: 3951.427002
	Iteration 30F: 3 clusters Score -228779.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Entering Unmasked Estep 
Score: -297038.843750 Penalty: 2039.592407
	Iteration 0F: 2 clusters Score -297038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -293294.468750 Penalty: 4079.184814
	Iteration 0F: 3 clusters Score -293294.5 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -294114.437500 Penalty: 4079.184814
	Iteration 1F: 3 clusters Score -294114.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -294415.781250 Penalty: 4079.184814
	Iteration 2F: 3 clusters Score -294415.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -294762.062500 Penalty: 4079.184814
	Iteration 3F: 3 clusters Score -294762.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -295155.281250 Penalty: 4079.184814
	Iteration 4F: 3 clusters Score -295155.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -295553.843750 Penalty: 4079.184814
	Iteration 5F: 3 clusters Score -295553.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -295837.750000 Penalty: 4079.184814
	Iteration 6F: 3 clusters Score -295837.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -296021.062500 Penalty: 4079.184814
	Iteration 7F: 3 clusters Score -296021.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -296161.812500 Penalty: 4079.184814
	Iteration 8Q: 3 clusters Score -296161.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -296262.968750 Penalty: 4079.184814
	Iteration 9Q: 3 clusters Score -296263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -296343.437500 Penalty: 4079.184814
	Iteration 10Q: 3 clusters Score -296343.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -296395.000000 Penalty: 4079.184814
	Iteration 11Q: 3 clusters Score -296395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -296442.562500 Penalty: 4079.184814
	Iteration 12Q: 3 clusters Score -296442.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -296488.531250 Penalty: 4079.184814
	Iteration 13Q: 3 clusters Score -296488.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -296535.437500 Penalty: 4079.184814
	Iteration 14Q: 3 clusters Score -296535.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -296576.031250 Penalty: 4079.184814
	Iteration 15Q: 3 clusters Score -296576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -296609.562500 Penalty: 4079.184814
	Iteration 16Q: 3 clusters Score -296609.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -296654.406250 Penalty: 4079.184814
	Iteration 17Q: 3 clusters Score -296654.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -296682.562500 Penalty: 4079.184814
	Iteration 18Q: 3 clusters Score -296682.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -296704.562500 Penalty: 4079.184814
	Iteration 19Q: 3 clusters Score -296704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -296716.218750 Penalty: 4079.184814
	Iteration 20F: 3 clusters Score -296716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -296725.281250 Penalty: 4079.184814
	Iteration 21Q: 3 clusters Score -296725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -296731.656250 Penalty: 4079.184814
	Iteration 22Q: 3 clusters Score -296731.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -296738.937500 Penalty: 4079.184814
	Iteration 23Q: 3 clusters Score -296738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -296752.125000 Penalty: 4079.184814
	Iteration 24Q: 3 clusters Score -296752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -296764.625000 Penalty: 4079.184814
	Iteration 25Q: 3 clusters Score -296764.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -296774.406250 Penalty: 4079.184814
	Iteration 26Q: 3 clusters Score -296774.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -296784.906250 Penalty: 4079.184814
	Iteration 27Q: 3 clusters Score -296784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -296799.000000 Penalty: 4079.184814
	Iteration 28Q: 3 clusters Score -296799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -296809.281250 Penalty: 4079.184814
	Iteration 29Q: 3 clusters Score -296809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -296819.281250 Penalty: 4079.184814
	Iteration 30Q: 3 clusters Score -296819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -296823.656250 Penalty: 4079.184814
	Iteration 31Q: 3 clusters Score -296823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -296830.812500 Penalty: 4079.184814
	Iteration 32Q: 3 clusters Score -296830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -296837.281250 Penalty: 4079.184814
	Iteration 33Q: 3 clusters Score -296837.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -296845.906250 Penalty: 4079.184814
	Iteration 34Q: 3 clusters Score -296845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -296860.937500 Penalty: 4079.184814
	Iteration 35Q: 3 clusters Score -296860.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -296880.843750 Penalty: 4079.184814
	Iteration 36Q: 3 clusters Score -296880.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -296895.187500 Penalty: 4079.184814
	Iteration 37Q: 3 clusters Score -296895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -296904.750000 Penalty: 4079.184814
	Iteration 38Q: 3 clusters Score -296904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -296909.312500 Penalty: 4079.184814
	Iteration 39Q: 3 clusters Score -296909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -296913.906250 Penalty: 4079.184814
	Iteration 40F: 3 clusters Score -296913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -296914.937500 Penalty: 4079.184814
	Iteration 41Q: 3 clusters Score -296914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -296914.937500 Penalty: 4079.184814
	Iteration 42F: 3 clusters Score -296914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -77588.421875 Penalty: 1780.846069
	Iteration 0F: 2 clusters Score -77588.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75558.445312 Penalty: 3561.692139
	Iteration 0F: 3 clusters Score -75558.45 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -76177.562500 Penalty: 3561.692139
	Iteration 1F: 3 clusters Score -76177.56 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76528.867188 Penalty: 3561.692139
	Iteration 2F: 3 clusters Score -76528.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -76709.085938 Penalty: 3561.692139
	Iteration 3F: 3 clusters Score -76709.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -76833.179688 Penalty: 3561.692139
	Iteration 4F: 3 clusters Score -76833.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -76928.710938 Penalty: 3561.692139
	Iteration 5Q: 3 clusters Score -76928.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -76997.593750 Penalty: 3561.692139
	Iteration 6Q: 3 clusters Score -76997.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -77096.687500 Penalty: 3561.692139
	Iteration 7Q: 3 clusters Score -77096.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -77177.109375 Penalty: 3561.692139
	Iteration 8Q: 3 clusters Score -77177.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77228.390625 Penalty: 3561.692139
	Iteration 9Q: 3 clusters Score -77228.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -77250.921875 Penalty: 3561.692139
	Iteration 10Q: 3 clusters Score -77250.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -77262.460938 Penalty: 3561.692139
	Iteration 11Q: 3 clusters Score -77262.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77271.171875 Penalty: 3561.692139
	Iteration 12Q: 3 clusters Score -77271.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -77283.343750 Penalty: 3561.692139
	Iteration 13Q: 3 clusters Score -77283.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -77298.601562 Penalty: 3561.692139
	Iteration 14Q: 3 clusters Score -77298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -77310.750000 Penalty: 3561.692139
	Iteration 15Q: 3 clusters Score -77310.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -77314.734375 Penalty: 3561.692139
	Iteration 16Q: 3 clusters Score -77314.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -77317.234375 Penalty: 3561.692139
	Iteration 17Q: 3 clusters Score -77317.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77320.875000 Penalty: 3561.692139
	Iteration 18Q: 3 clusters Score -77320.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77322.382812 Penalty: 3561.692139
	Iteration 19Q: 3 clusters Score -77322.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -77323.226562 Penalty: 3561.692139
	Iteration 20F: 3 clusters Score -77323.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -77326.406250 Penalty: 3561.692139
	Iteration 21Q: 3 clusters Score -77326.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -77327.476562 Penalty: 3561.692139
	Iteration 22Q: 3 clusters Score -77327.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -77330.898438 Penalty: 3561.692139
	Iteration 23Q: 3 clusters Score -77330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77332.468750 Penalty: 3561.692139
	Iteration 24Q: 3 clusters Score -77332.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77332.468750 Penalty: 3561.692139
	Iteration 25F: 3 clusters Score -77332.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -673131.375000 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -673131.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -666435.437500 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -666435.4 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -668487.687500 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -668487.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -668890.125000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -668890.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -669243.062500 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -669243.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -669607.750000 Penalty: 4481.849609
	Iteration 4F: 3 clusters Score -669607.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -670055.000000 Penalty: 4481.849609
	Iteration 5F: 3 clusters Score -670055 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -670565.375000 Penalty: 4481.849609
	Iteration 6F: 3 clusters Score -670565.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -671011.187500 Penalty: 4481.849609
	Iteration 7F: 3 clusters Score -671011.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -671348.937500 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -671348.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -671541.500000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -671541.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -671634.500000 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -671634.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -671684.500000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -671684.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -671713.500000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -671713.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -671740.250000 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -671740.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -671759.812500 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -671759.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -671774.437500 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -671774.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -671786.937500 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -671786.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -671796.750000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -671796.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -671802.250000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -671802.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -671805.312500 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -671805.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -671809.687500 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -671809.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -671814.625000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -671814.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -671819.437500 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -671819.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -671827.250000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -671827.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -671835.187500 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -671835.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -671844.437500 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -671844.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -671854.187500 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -671854.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -671862.062500 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -671862.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -671867.687500 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -671867.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -671877.250000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -671877.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -671890.687500 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -671890.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -671907.062500 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -671907.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -671921.875000 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -671921.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -671937.437500 Penalty: 4481.849609
	Iteration 33Q: 3 clusters Score -671937.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -671952.250000 Penalty: 4481.849609
	Iteration 34Q: 3 clusters Score -671952.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -671976.312500 Penalty: 4481.849609
	Iteration 35Q: 3 clusters Score -671976.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -672000.500000 Penalty: 4481.849609
	Iteration 36Q: 3 clusters Score -672000.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -672019.625000 Penalty: 4481.849609
	Iteration 37Q: 3 clusters Score -672019.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -672038.000000 Penalty: 4481.849609
	Iteration 38Q: 3 clusters Score -672038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -672049.750000 Penalty: 4481.849609
	Iteration 39Q: 3 clusters Score -672049.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -672054.187500 Penalty: 4481.849609
	Iteration 40F: 3 clusters Score -672054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -672057.250000 Penalty: 4481.849609
	Iteration 41Q: 3 clusters Score -672057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -672059.500000 Penalty: 4481.849609
	Iteration 42Q: 3 clusters Score -672059.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -672061.250000 Penalty: 4481.849609
	Iteration 43Q: 3 clusters Score -672061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -672062.625000 Penalty: 4481.849609
	Iteration 44Q: 3 clusters Score -672062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -672064.375000 Penalty: 4481.849609
	Iteration 45Q: 3 clusters Score -672064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -672064.437500 Penalty: 4481.849609
	Iteration 46Q: 3 clusters Score -672064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -672064.750000 Penalty: 4481.849609
	Iteration 47Q: 3 clusters Score -672064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -672064.750000 Penalty: 4481.849609
	Iteration 48Q: 3 clusters Score -672064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -672066.750000 Penalty: 4481.849609
	Iteration 49Q: 3 clusters Score -672066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -672068.937500 Penalty: 4481.849609
	Iteration 50Q: 3 clusters Score -672068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -672068.937500 Penalty: 4481.849609
	Iteration 51Q: 3 clusters Score -672068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -672070.812500 Penalty: 4481.849609
	Iteration 52Q: 3 clusters Score -672070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -672070.937500 Penalty: 4481.849609
	Iteration 53Q: 3 clusters Score -672070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -672071.187500 Penalty: 4481.849609
	Iteration 54Q: 3 clusters Score -672071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -672072.812500 Penalty: 4481.849609
	Iteration 55Q: 3 clusters Score -672072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -672072.562500 Penalty: 4481.849609
	Iteration 56Q: 3 clusters Score -672072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -672072.562500 Penalty: 4481.849609
	Iteration 57F: 3 clusters Score -672072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -60385.960938 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -60385.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58636.453125 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -58636.45 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58854.527344 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -58854.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -58946.496094 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -58946.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58996.933594 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -58996.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59026.097656 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -59026.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59040.050781 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -59040.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59047.058594 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -59047.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59055.570312 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -59055.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59057.687500 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -59057.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59057.687500 Penalty: 3313.081299
	Iteration 9F: 3 clusters Score -59057.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Entering Unmasked Estep 
Score: -707751.062500 Penalty: 2247.307617
	Iteration 0F: 2 clusters Score -707751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -700963.937500 Penalty: 4494.615234
	Iteration 0F: 3 clusters Score -700963.9 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -702861.937500 Penalty: 4494.615234
	Iteration 1F: 3 clusters Score -702861.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -703099.687500 Penalty: 4494.615234
	Iteration 2F: 3 clusters Score -703099.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -703255.125000 Penalty: 4494.615234
	Iteration 3Q: 3 clusters Score -703255.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -703382.500000 Penalty: 4494.615234
	Iteration 4Q: 3 clusters Score -703382.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -703491.125000 Penalty: 4494.615234
	Iteration 5Q: 3 clusters Score -703491.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -703578.062500 Penalty: 4494.615234
	Iteration 6Q: 3 clusters Score -703578.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -703662.875000 Penalty: 4494.615234
	Iteration 7Q: 3 clusters Score -703662.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -703736.562500 Penalty: 4494.615234
	Iteration 8Q: 3 clusters Score -703736.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -703816.812500 Penalty: 4494.615234
	Iteration 9Q: 3 clusters Score -703816.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -703905.875000 Penalty: 4494.615234
	Iteration 10Q: 3 clusters Score -703905.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -703999.437500 Penalty: 4494.615234
	Iteration 11Q: 3 clusters Score -703999.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -704094.187500 Penalty: 4494.615234
	Iteration 12Q: 3 clusters Score -704094.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -704195.437500 Penalty: 4494.615234
	Iteration 13Q: 3 clusters Score -704195.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -704302.875000 Penalty: 4494.615234
	Iteration 14Q: 3 clusters Score -704302.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -704425.125000 Penalty: 4494.615234
	Iteration 15Q: 3 clusters Score -704425.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -704550.062500 Penalty: 4494.615234
	Iteration 16Q: 3 clusters Score -704550.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -704674.875000 Penalty: 4494.615234
	Iteration 17Q: 3 clusters Score -704674.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -704790.625000 Penalty: 4494.615234
	Iteration 18Q: 3 clusters Score -704790.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -704911.562500 Penalty: 4494.615234
	Iteration 19Q: 3 clusters Score -704911.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -705037.125000 Penalty: 4494.615234
	Iteration 20F: 3 clusters Score -705037.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -705147.062500 Penalty: 4494.615234
	Iteration 21Q: 3 clusters Score -705147.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -705245.750000 Penalty: 4494.615234
	Iteration 22Q: 3 clusters Score -705245.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -705297.812500 Penalty: 4494.615234
	Iteration 23Q: 3 clusters Score -705297.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -705329.750000 Penalty: 4494.615234
	Iteration 24Q: 3 clusters Score -705329.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -705355.625000 Penalty: 4494.615234
	Iteration 25Q: 3 clusters Score -705355.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -705374.625000 Penalty: 4494.615234
	Iteration 26Q: 3 clusters Score -705374.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -705392.125000 Penalty: 4494.615234
	Iteration 27Q: 3 clusters Score -705392.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -705408.375000 Penalty: 4494.615234
	Iteration 28Q: 3 clusters Score -705408.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -705423.000000 Penalty: 4494.615234
	Iteration 29Q: 3 clusters Score -705423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -705437.000000 Penalty: 4494.615234
	Iteration 30Q: 3 clusters Score -705437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -705449.125000 Penalty: 4494.615234
	Iteration 31Q: 3 clusters Score -705449.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -705461.000000 Penalty: 4494.615234
	Iteration 32Q: 3 clusters Score -705461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -705476.562500 Penalty: 4494.615234
	Iteration 33Q: 3 clusters Score -705476.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -705484.750000 Penalty: 4494.615234
	Iteration 34Q: 3 clusters Score -705484.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -705493.250000 Penalty: 4494.615234
	Iteration 35Q: 3 clusters Score -705493.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -705501.562500 Penalty: 4494.615234
	Iteration 36Q: 3 clusters Score -705501.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -705507.500000 Penalty: 4494.615234
	Iteration 37Q: 3 clusters Score -705507.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -705510.937500 Penalty: 4494.615234
	Iteration 38Q: 3 clusters Score -705510.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -705515.375000 Penalty: 4494.615234
	Iteration 39Q: 3 clusters Score -705515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -705519.812500 Penalty: 4494.615234
	Iteration 40F: 3 clusters Score -705519.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -705521.875000 Penalty: 4494.615234
	Iteration 41Q: 3 clusters Score -705521.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -705525.562500 Penalty: 4494.615234
	Iteration 42Q: 3 clusters Score -705525.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -705530.562500 Penalty: 4494.615234
	Iteration 43Q: 3 clusters Score -705530.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -705533.000000 Penalty: 4494.615234
	Iteration 44Q: 3 clusters Score -705533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -705535.812500 Penalty: 4494.615234
	Iteration 45Q: 3 clusters Score -705535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -705538.062500 Penalty: 4494.615234
	Iteration 46Q: 3 clusters Score -705538.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -705540.062500 Penalty: 4494.615234
	Iteration 47Q: 3 clusters Score -705540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -705541.250000 Penalty: 4494.615234
	Iteration 48Q: 3 clusters Score -705541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -705542.000000 Penalty: 4494.615234
	Iteration 49Q: 3 clusters Score -705542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -705542.437500 Penalty: 4494.615234
	Iteration 50Q: 3 clusters Score -705542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -705544.937500 Penalty: 4494.615234
	Iteration 51Q: 3 clusters Score -705544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -705546.437500 Penalty: 4494.615234
	Iteration 52Q: 3 clusters Score -705546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -705546.812500 Penalty: 4494.615234
	Iteration 53Q: 3 clusters Score -705546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -705548.500000 Penalty: 4494.615234
	Iteration 54Q: 3 clusters Score -705548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -705548.875000 Penalty: 4494.615234
	Iteration 55Q: 3 clusters Score -705548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -705548.875000 Penalty: 4494.615234
	Iteration 56F: 3 clusters Score -705548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -592805.875000 Penalty: 2201.279053
	Iteration 0F: 2 clusters Score -592805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -586954.937500 Penalty: 4402.558105
	Iteration 0F: 3 clusters Score -586954.9 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -588462.812500 Penalty: 4402.558105
	Iteration 1F: 3 clusters Score -588462.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -588813.812500 Penalty: 4402.558105
	Iteration 2F: 3 clusters Score -588813.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -589093.437500 Penalty: 4402.558105
	Iteration 3F: 3 clusters Score -589093.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -589363.562500 Penalty: 4402.558105
	Iteration 4F: 3 clusters Score -589363.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -589686.437500 Penalty: 4402.558105
	Iteration 5F: 3 clusters Score -589686.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -589983.562500 Penalty: 4402.558105
	Iteration 6F: 3 clusters Score -589983.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -590216.562500 Penalty: 4402.558105
	Iteration 7Q: 3 clusters Score -590216.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -590397.750000 Penalty: 4402.558105
	Iteration 8Q: 3 clusters Score -590397.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -590554.625000 Penalty: 4402.558105
	Iteration 9Q: 3 clusters Score -590554.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -590691.250000 Penalty: 4402.558105
	Iteration 10Q: 3 clusters Score -590691.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -590797.375000 Penalty: 4402.558105
	Iteration 11Q: 3 clusters Score -590797.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -590891.312500 Penalty: 4402.558105
	Iteration 12Q: 3 clusters Score -590891.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -590966.062500 Penalty: 4402.558105
	Iteration 13Q: 3 clusters Score -590966.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -591024.687500 Penalty: 4402.558105
	Iteration 14Q: 3 clusters Score -591024.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -591070.875000 Penalty: 4402.558105
	Iteration 15Q: 3 clusters Score -591070.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -591099.625000 Penalty: 4402.558105
	Iteration 16Q: 3 clusters Score -591099.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -591121.625000 Penalty: 4402.558105
	Iteration 17Q: 3 clusters Score -591121.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -591136.250000 Penalty: 4402.558105
	Iteration 18Q: 3 clusters Score -591136.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -591147.687500 Penalty: 4402.558105
	Iteration 19Q: 3 clusters Score -591147.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -591158.437500 Penalty: 4402.558105
	Iteration 20F: 3 clusters Score -591158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -591164.250000 Penalty: 4402.558105
	Iteration 21Q: 3 clusters Score -591164.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -591169.125000 Penalty: 4402.558105
	Iteration 22Q: 3 clusters Score -591169.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -591172.750000 Penalty: 4402.558105
	Iteration 23Q: 3 clusters Score -591172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -591173.437500 Penalty: 4402.558105
	Iteration 24Q: 3 clusters Score -591173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -591177.062500 Penalty: 4402.558105
	Iteration 25Q: 3 clusters Score -591177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -591178.437500 Penalty: 4402.558105
	Iteration 26Q: 3 clusters Score -591178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -591179.187500 Penalty: 4402.558105
	Iteration 27Q: 3 clusters Score -591179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -591181.625000 Penalty: 4402.558105
	Iteration 28Q: 3 clusters Score -591181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -591184.937500 Penalty: 4402.558105
	Iteration 29Q: 3 clusters Score -591184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -591186.000000 Penalty: 4402.558105
	Iteration 30Q: 3 clusters Score -591186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -591190.562500 Penalty: 4402.558105
	Iteration 31Q: 3 clusters Score -591190.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -591191.250000 Penalty: 4402.558105
	Iteration 32Q: 3 clusters Score -591191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -591192.062500 Penalty: 4402.558105
	Iteration 33Q: 3 clusters Score -591192.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -591192.062500 Penalty: 4402.558105
	Iteration 34F: 3 clusters Score -591192.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -166571.843750 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -166571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163907.937500 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -163907.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -164430.046875 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -164430 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -164611.875000 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -164611.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164706.218750 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -164706.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164773.156250 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -164773.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164835.234375 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -164835.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164893.843750 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -164893.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -164946.500000 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -164946.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165015.015625 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -165015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165087.437500 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -165087.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -165145.625000 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -165145.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165204.125000 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -165204.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -165253.015625 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -165253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -165301.421875 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -165301.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165342.671875 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -165342.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165366.515625 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -165366.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165380.437500 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -165380.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165395.015625 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -165395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165405.843750 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -165405.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165415.343750 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -165415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165420.796875 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -165420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165425.125000 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -165425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165427.250000 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -165427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165428.578125 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -165428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165429.625000 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -165429.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -165430.984375 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -165431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165431.578125 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -165431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165432.468750 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -165432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165433.640625 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -165433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165434.359375 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -165434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165434.765625 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -165434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165434.765625 Penalty: 3793.538330
	Iteration 31F: 3 clusters Score -165434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -100331.421875 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -100331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98172.804688 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -98172.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -98592.820312 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -98592.82 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -98736.437500 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -98736.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -98852.140625 Penalty: 3573.995117
	Iteration 3F: 3 clusters Score -98852.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -98940.015625 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -98940.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -98993.523438 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -98993.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -99036.851562 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -99036.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -99103.195312 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -99103.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -99146.351562 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -99146.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99182.851562 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -99182.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99211.671875 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -99211.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99245.875000 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -99245.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -99273.210938 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -99273.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -99304.757812 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -99304.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -99321.445312 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -99321.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -99333.125000 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -99333.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99342.070312 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -99342.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99350.765625 Penalty: 3573.995117
	Iteration 17Q: 3 clusters Score -99350.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99353.265625 Penalty: 3573.995117
	Iteration 18Q: 3 clusters Score -99353.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99358.789062 Penalty: 3573.995117
	Iteration 19Q: 3 clusters Score -99358.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99358.789062 Penalty: 3573.995117
	Iteration 20F: 3 clusters Score -99358.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Entering Unmasked Estep 
Score: -752638.937500 Penalty: 2298.193604
	Iteration 0F: 2 clusters Score -752638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -744648.250000 Penalty: 4596.387207
	Iteration 0F: 3 clusters Score -744648.2 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -747342.312500 Penalty: 4596.387207
	Iteration 1F: 3 clusters Score -747342.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -748077.937500 Penalty: 4596.387207
	Iteration 2F: 3 clusters Score -748077.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -748717.687500 Penalty: 4596.387207
	Iteration 3F: 3 clusters Score -748717.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -749306.062500 Penalty: 4596.387207
	Iteration 4F: 3 clusters Score -749306.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -749755.812500 Penalty: 4596.387207
	Iteration 5F: 3 clusters Score -749755.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -750059.500000 Penalty: 4596.387207
	Iteration 6Q: 3 clusters Score -750059.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -750269.000000 Penalty: 4596.387207
	Iteration 7Q: 3 clusters Score -750269 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -750433.312500 Penalty: 4596.387207
	Iteration 8Q: 3 clusters Score -750433.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -750582.000000 Penalty: 4596.387207
	Iteration 9Q: 3 clusters Score -750582 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -750723.312500 Penalty: 4596.387207
	Iteration 10Q: 3 clusters Score -750723.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -750828.125000 Penalty: 4596.387207
	Iteration 11Q: 3 clusters Score -750828.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -750924.187500 Penalty: 4596.387207
	Iteration 12Q: 3 clusters Score -750924.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -751024.187500 Penalty: 4596.387207
	Iteration 13Q: 3 clusters Score -751024.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -751105.875000 Penalty: 4596.387207
	Iteration 14Q: 3 clusters Score -751105.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -751174.875000 Penalty: 4596.387207
	Iteration 15Q: 3 clusters Score -751174.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -751232.750000 Penalty: 4596.387207
	Iteration 16Q: 3 clusters Score -751232.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -751280.812500 Penalty: 4596.387207
	Iteration 17Q: 3 clusters Score -751280.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -751325.125000 Penalty: 4596.387207
	Iteration 18Q: 3 clusters Score -751325.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -751367.937500 Penalty: 4596.387207
	Iteration 19Q: 3 clusters Score -751367.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -751410.250000 Penalty: 4596.387207
	Iteration 20F: 3 clusters Score -751410.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -751446.500000 Penalty: 4596.387207
	Iteration 21Q: 3 clusters Score -751446.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -751477.875000 Penalty: 4596.387207
	Iteration 22Q: 3 clusters Score -751477.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -751500.250000 Penalty: 4596.387207
	Iteration 23Q: 3 clusters Score -751500.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -751522.062500 Penalty: 4596.387207
	Iteration 24Q: 3 clusters Score -751522.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -751547.625000 Penalty: 4596.387207
	Iteration 25Q: 3 clusters Score -751547.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -751567.750000 Penalty: 4596.387207
	Iteration 26Q: 3 clusters Score -751567.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -751598.437500 Penalty: 4596.387207
	Iteration 27Q: 3 clusters Score -751598.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -751616.687500 Penalty: 4596.387207
	Iteration 28Q: 3 clusters Score -751616.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -751635.062500 Penalty: 4596.387207
	Iteration 29Q: 3 clusters Score -751635.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -751654.375000 Penalty: 4596.387207
	Iteration 30Q: 3 clusters Score -751654.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -751674.062500 Penalty: 4596.387207
	Iteration 31Q: 3 clusters Score -751674.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -751691.937500 Penalty: 4596.387207
	Iteration 32Q: 3 clusters Score -751691.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -751707.187500 Penalty: 4596.387207
	Iteration 33Q: 3 clusters Score -751707.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -751727.625000 Penalty: 4596.387207
	Iteration 34Q: 3 clusters Score -751727.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -751750.937500 Penalty: 4596.387207
	Iteration 35Q: 3 clusters Score -751750.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -751780.437500 Penalty: 4596.387207
	Iteration 36Q: 3 clusters Score -751780.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -751798.250000 Penalty: 4596.387207
	Iteration 37Q: 3 clusters Score -751798.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -751823.062500 Penalty: 4596.387207
	Iteration 38Q: 3 clusters Score -751823.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -751848.250000 Penalty: 4596.387207
	Iteration 39Q: 3 clusters Score -751848.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -751871.937500 Penalty: 4596.387207
	Iteration 40F: 3 clusters Score -751871.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -751904.500000 Penalty: 4596.387207
	Iteration 41Q: 3 clusters Score -751904.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -751949.750000 Penalty: 4596.387207
	Iteration 42Q: 3 clusters Score -751949.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -752009.875000 Penalty: 4596.387207
	Iteration 43Q: 3 clusters Score -752009.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -752076.937500 Penalty: 4596.387207
	Iteration 44Q: 3 clusters Score -752076.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -752173.250000 Penalty: 4596.387207
	Iteration 45Q: 3 clusters Score -752173.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -752325.812500 Penalty: 4596.387207
	Iteration 46Q: 3 clusters Score -752325.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -752506.562500 Penalty: 4596.387207
	Iteration 47Q: 3 clusters Score -752506.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -752666.812500 Penalty: 4596.387207
	Iteration 48Q: 3 clusters Score -752666.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -752773.000000 Penalty: 4596.387207
	Iteration 49Q: 3 clusters Score -752773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -752812.812500 Penalty: 4596.387207
	Iteration 50Q: 3 clusters Score -752812.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -752825.125000 Penalty: 4596.387207
	Iteration 51Q: 3 clusters Score -752825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -752827.375000 Penalty: 4596.387207
	Iteration 52Q: 3 clusters Score -752827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -752828.500000 Penalty: 4596.387207
	Iteration 53Q: 3 clusters Score -752828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -752829.750000 Penalty: 4596.387207
	Iteration 54Q: 3 clusters Score -752829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -752870.625000 Penalty: 4596.387207
	Iteration 55F: 3 clusters Score -752870.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -752887.562500 Penalty: 4596.387207
	Iteration 56Q: 3 clusters Score -752887.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -752895.250000 Penalty: 4596.387207
	Iteration 57Q: 3 clusters Score -752895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -752896.750000 Penalty: 4596.387207
	Iteration 58Q: 3 clusters Score -752896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -752898.187500 Penalty: 4596.387207
	Iteration 59Q: 3 clusters Score -752898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -752898.500000 Penalty: 4596.387207
	Iteration 60F: 3 clusters Score -752898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -752898.312500 Penalty: 4596.387207
	Iteration 61Q: 3 clusters Score -752898.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -752898.312500 Penalty: 4596.387207
	Iteration 62F: 3 clusters Score -752898.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20186 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 8400 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 9044 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 17109 members 
Mstep: Class 47 contains 38645 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 1538 members 
Entering Unmasked Estep 
Score: -51171228.000000 Penalty: 176084.062500
Splitting cluster 43 changes total score from -51171808.000000 to -51171228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -443858.593750 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -443858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -438957.125000 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -438957.1 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -440144.312500 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -440144.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -440366.250000 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -440366.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -440496.437500 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -440496.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -440569.875000 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -440569.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -440636.875000 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -440636.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -440689.031250 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -440689 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -440724.968750 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -440725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -440750.375000 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -440750.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -440777.593750 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -440777.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -440796.031250 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -440796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -440807.875000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -440807.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -440818.500000 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -440818.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -440829.250000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -440829.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -440840.906250 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -440840.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -440849.906250 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -440849.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -440858.781250 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -440858.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -440871.156250 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -440871.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -440881.375000 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -440881.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -440887.281250 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -440887.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -440891.156250 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -440891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -440895.781250 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -440895.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -440901.406250 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -440901.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -440904.593750 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -440904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -440906.312500 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -440906.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -440910.687500 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -440910.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -440913.593750 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -440913.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -440917.593750 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -440917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -440921.500000 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -440921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -440922.625000 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -440922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -440924.937500 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -440924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -440925.781250 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -440925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -440927.843750 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -440927.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -440930.906250 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -440930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -440932.125000 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -440932.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -440933.687500 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -440933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -440936.781250 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -440936.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -440940.562500 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -440940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -440944.562500 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -440944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -440948.156250 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -440948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -440953.437500 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -440953.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -440959.468750 Penalty: 4273.781738
	Iteration 41Q: 3 clusters Score -440959.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -440963.593750 Penalty: 4273.781738
	Iteration 42Q: 3 clusters Score -440963.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -440966.062500 Penalty: 4273.781738
	Iteration 43Q: 3 clusters Score -440966.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -440970.500000 Penalty: 4273.781738
	Iteration 44Q: 3 clusters Score -440970.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -440976.750000 Penalty: 4273.781738
	Iteration 45Q: 3 clusters Score -440976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -440980.750000 Penalty: 4273.781738
	Iteration 46Q: 3 clusters Score -440980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -440984.593750 Penalty: 4273.781738
	Iteration 47Q: 3 clusters Score -440984.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -440987.281250 Penalty: 4273.781738
	Iteration 48Q: 3 clusters Score -440987.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -440990.562500 Penalty: 4273.781738
	Iteration 49Q: 3 clusters Score -440990.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -440991.218750 Penalty: 4273.781738
	Iteration 50Q: 3 clusters Score -440991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -440992.781250 Penalty: 4273.781738
	Iteration 51Q: 3 clusters Score -440992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -440994.312500 Penalty: 4273.781738
	Iteration 52Q: 3 clusters Score -440994.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -440995.875000 Penalty: 4273.781738
	Iteration 53Q: 3 clusters Score -440995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -440997.218750 Penalty: 4273.781738
	Iteration 54Q: 3 clusters Score -440997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -440998.750000 Penalty: 4273.781738
	Iteration 55Q: 3 clusters Score -440998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -440999.562500 Penalty: 4273.781738
	Iteration 56Q: 3 clusters Score -440999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -441001.156250 Penalty: 4273.781738
	Iteration 57Q: 3 clusters Score -441001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -441003.000000 Penalty: 4273.781738
	Iteration 58Q: 3 clusters Score -441003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -441007.250000 Penalty: 4273.781738
	Iteration 59Q: 3 clusters Score -441007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -441010.218750 Penalty: 4273.781738
	Iteration 60F: 3 clusters Score -441010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -441015.500000 Penalty: 4273.781738
	Iteration 61Q: 3 clusters Score -441015.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -441022.125000 Penalty: 4273.781738
	Iteration 62Q: 3 clusters Score -441022.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -441026.781250 Penalty: 4273.781738
	Iteration 63Q: 3 clusters Score -441026.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -441033.031250 Penalty: 4273.781738
	Iteration 64Q: 3 clusters Score -441033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -441036.593750 Penalty: 4273.781738
	Iteration 65Q: 3 clusters Score -441036.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -441040.656250 Penalty: 4273.781738
	Iteration 66Q: 3 clusters Score -441040.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -441043.125000 Penalty: 4273.781738
	Iteration 67Q: 3 clusters Score -441043.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -441050.187500 Penalty: 4273.781738
	Iteration 68Q: 3 clusters Score -441050.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -441057.250000 Penalty: 4273.781738
	Iteration 69Q: 3 clusters Score -441057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -441063.937500 Penalty: 4273.781738
	Iteration 70Q: 3 clusters Score -441063.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -441071.968750 Penalty: 4273.781738
	Iteration 71Q: 3 clusters Score -441072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -441080.875000 Penalty: 4273.781738
	Iteration 72Q: 3 clusters Score -441080.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -441086.906250 Penalty: 4273.781738
	Iteration 73Q: 3 clusters Score -441086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -441095.156250 Penalty: 4273.781738
	Iteration 74Q: 3 clusters Score -441095.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -441100.062500 Penalty: 4273.781738
	Iteration 75Q: 3 clusters Score -441100.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -441107.312500 Penalty: 4273.781738
	Iteration 76Q: 3 clusters Score -441107.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -441112.093750 Penalty: 4273.781738
	Iteration 77Q: 3 clusters Score -441112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -441116.093750 Penalty: 4273.781738
	Iteration 78Q: 3 clusters Score -441116.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -441120.375000 Penalty: 4273.781738
	Iteration 79Q: 3 clusters Score -441120.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -441124.906250 Penalty: 4273.781738
	Iteration 80F: 3 clusters Score -441124.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -441130.750000 Penalty: 4273.781738
	Iteration 81Q: 3 clusters Score -441130.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -441140.687500 Penalty: 4273.781738
	Iteration 82Q: 3 clusters Score -441140.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -441147.500000 Penalty: 4273.781738
	Iteration 83Q: 3 clusters Score -441147.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -441157.187500 Penalty: 4273.781738
	Iteration 84Q: 3 clusters Score -441157.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -441168.687500 Penalty: 4273.781738
	Iteration 85Q: 3 clusters Score -441168.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -441183.750000 Penalty: 4273.781738
	Iteration 86Q: 3 clusters Score -441183.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -441195.812500 Penalty: 4273.781738
	Iteration 87Q: 3 clusters Score -441195.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -441211.812500 Penalty: 4273.781738
	Iteration 88Q: 3 clusters Score -441211.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -441231.812500 Penalty: 4273.781738
	Iteration 89Q: 3 clusters Score -441231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -441255.312500 Penalty: 4273.781738
	Iteration 90Q: 3 clusters Score -441255.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -441279.750000 Penalty: 4273.781738
	Iteration 91Q: 3 clusters Score -441279.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -441307.343750 Penalty: 4273.781738
	Iteration 92Q: 3 clusters Score -441307.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -441330.250000 Penalty: 4273.781738
	Iteration 93Q: 3 clusters Score -441330.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -441349.281250 Penalty: 4273.781738
	Iteration 94Q: 3 clusters Score -441349.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -441377.406250 Penalty: 4273.781738
	Iteration 95Q: 3 clusters Score -441377.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -441405.843750 Penalty: 4273.781738
	Iteration 96Q: 3 clusters Score -441405.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -441450.312500 Penalty: 4273.781738
	Iteration 97Q: 3 clusters Score -441450.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -441500.625000 Penalty: 4273.781738
	Iteration 98Q: 3 clusters Score -441500.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -441550.593750 Penalty: 4273.781738
	Iteration 99Q: 3 clusters Score -441550.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -441599.312500 Penalty: 4273.781738
	Iteration 100F: 3 clusters Score -441599.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -441648.750000 Penalty: 4273.781738
	Iteration 101Q: 3 clusters Score -441648.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -441696.656250 Penalty: 4273.781738
	Iteration 102Q: 3 clusters Score -441696.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -441737.593750 Penalty: 4273.781738
	Iteration 103Q: 3 clusters Score -441737.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -441772.593750 Penalty: 4273.781738
	Iteration 104Q: 3 clusters Score -441772.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -441802.937500 Penalty: 4273.781738
	Iteration 105Q: 3 clusters Score -441802.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -441838.187500 Penalty: 4273.781738
	Iteration 106Q: 3 clusters Score -441838.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -441870.281250 Penalty: 4273.781738
	Iteration 107Q: 3 clusters Score -441870.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -441891.062500 Penalty: 4273.781738
	Iteration 108Q: 3 clusters Score -441891.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -441909.218750 Penalty: 4273.781738
	Iteration 109Q: 3 clusters Score -441909.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -441925.156250 Penalty: 4273.781738
	Iteration 110Q: 3 clusters Score -441925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -441940.125000 Penalty: 4273.781738
	Iteration 111Q: 3 clusters Score -441940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -441946.531250 Penalty: 4273.781738
	Iteration 112Q: 3 clusters Score -441946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -441947.312500 Penalty: 4273.781738
	Iteration 113Q: 3 clusters Score -441947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -441948.843750 Penalty: 4273.781738
	Iteration 114Q: 3 clusters Score -441948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -441949.875000 Penalty: 4273.781738
	Iteration 115Q: 3 clusters Score -441949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -441950.218750 Penalty: 4273.781738
	Iteration 116Q: 3 clusters Score -441950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -441951.375000 Penalty: 4273.781738
	Iteration 117Q: 3 clusters Score -441951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -441952.968750 Penalty: 4273.781738
	Iteration 118Q: 3 clusters Score -441953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -441953.437500 Penalty: 4273.781738
	Iteration 119Q: 3 clusters Score -441953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -441955.968750 Penalty: 4273.781738
	Iteration 120F: 3 clusters Score -441956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -441954.718750 Penalty: 4273.781738
	Iteration 121Q: 3 clusters Score -441954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -441954.718750 Penalty: 4273.781738
	Iteration 122F: 3 clusters Score -441954.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (12760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Entering Unmasked Estep 
Score: -1075836.875000 Penalty: 2344.609375
	Iteration 0F: 2 clusters Score -1075837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1066462.750000 Penalty: 4689.218750
	Iteration 0F: 3 clusters Score -1066463 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1069393.125000 Penalty: 4689.218750
	Iteration 1F: 3 clusters Score -1069393 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1069843.875000 Penalty: 4689.218750
	Iteration 2F: 3 clusters Score -1069844 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1070302.625000 Penalty: 4689.218750
	Iteration 3F: 3 clusters Score -1070303 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1070827.250000 Penalty: 4689.218750
	Iteration 4F: 3 clusters Score -1070827 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1071382.250000 Penalty: 4689.218750
	Iteration 5F: 3 clusters Score -1071382 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1071916.000000 Penalty: 4689.218750
	Iteration 6F: 3 clusters Score -1071916 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1072391.375000 Penalty: 4689.218750
	Iteration 7Q: 3 clusters Score -1072391 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1072764.125000 Penalty: 4689.218750
	Iteration 8Q: 3 clusters Score -1072764 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1073051.500000 Penalty: 4689.218750
	Iteration 9Q: 3 clusters Score -1073052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1073274.125000 Penalty: 4689.218750
	Iteration 10Q: 3 clusters Score -1073274 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1073418.375000 Penalty: 4689.218750
	Iteration 11Q: 3 clusters Score -1073418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1073536.375000 Penalty: 4689.218750
	Iteration 12Q: 3 clusters Score -1073536 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1073623.000000 Penalty: 4689.218750
	Iteration 13Q: 3 clusters Score -1073623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1073681.000000 Penalty: 4689.218750
	Iteration 14Q: 3 clusters Score -1073681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1073733.625000 Penalty: 4689.218750
	Iteration 15Q: 3 clusters Score -1073734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1073782.500000 Penalty: 4689.218750
	Iteration 16Q: 3 clusters Score -1073782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1073822.375000 Penalty: 4689.218750
	Iteration 17Q: 3 clusters Score -1073822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1073856.250000 Penalty: 4689.218750
	Iteration 18Q: 3 clusters Score -1073856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1073876.250000 Penalty: 4689.218750
	Iteration 19Q: 3 clusters Score -1073876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1073891.375000 Penalty: 4689.218750
	Iteration 20F: 3 clusters Score -1073891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1073908.375000 Penalty: 4689.218750
	Iteration 21Q: 3 clusters Score -1073908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1073917.000000 Penalty: 4689.218750
	Iteration 22Q: 3 clusters Score -1073917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1073926.125000 Penalty: 4689.218750
	Iteration 23Q: 3 clusters Score -1073926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1073931.500000 Penalty: 4689.218750
	Iteration 24Q: 3 clusters Score -1073932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1073936.125000 Penalty: 4689.218750
	Iteration 25Q: 3 clusters Score -1073936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1073938.125000 Penalty: 4689.218750
	Iteration 26Q: 3 clusters Score -1073938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1073941.500000 Penalty: 4689.218750
	Iteration 27Q: 3 clusters Score -1073942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1073945.500000 Penalty: 4689.218750
	Iteration 28Q: 3 clusters Score -1073946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1073952.375000 Penalty: 4689.218750
	Iteration 29Q: 3 clusters Score -1073952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1073956.375000 Penalty: 4689.218750
	Iteration 30Q: 3 clusters Score -1073956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1073959.375000 Penalty: 4689.218750
	Iteration 31Q: 3 clusters Score -1073959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1073965.500000 Penalty: 4689.218750
	Iteration 32Q: 3 clusters Score -1073966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1073966.500000 Penalty: 4689.218750
	Iteration 33Q: 3 clusters Score -1073966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1073967.500000 Penalty: 4689.218750
	Iteration 34Q: 3 clusters Score -1073968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1073969.125000 Penalty: 4689.218750
	Iteration 35Q: 3 clusters Score -1073969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1073969.500000 Penalty: 4689.218750
	Iteration 36Q: 3 clusters Score -1073970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1073971.000000 Penalty: 4689.218750
	Iteration 37Q: 3 clusters Score -1073971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1073972.250000 Penalty: 4689.218750
	Iteration 38Q: 3 clusters Score -1073972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1073973.250000 Penalty: 4689.218750
	Iteration 39Q: 3 clusters Score -1073973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1073975.000000 Penalty: 4689.218750
	Iteration 40F: 3 clusters Score -1073975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1073974.625000 Penalty: 4689.218750
	Iteration 41Q: 3 clusters Score -1073975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1073975.375000 Penalty: 4689.218750
	Iteration 42Q: 3 clusters Score -1073975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1073976.500000 Penalty: 4689.218750
	Iteration 43Q: 3 clusters Score -1073976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1073976.125000 Penalty: 4689.218750
	Iteration 44Q: 3 clusters Score -1073976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1073976.125000 Penalty: 4689.218750
	Iteration 45F: 3 clusters Score -1073976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (17109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Entering Unmasked Estep 
Score: -1412238.875000 Penalty: 2417.345215
	Iteration 0F: 2 clusters Score -1412239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1399915.750000 Penalty: 4834.690430
	Iteration 0F: 3 clusters Score -1399916 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1404112.500000 Penalty: 4834.690430
	Iteration 1F: 3 clusters Score -1404112 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1404674.375000 Penalty: 4834.690430
	Iteration 2F: 3 clusters Score -1404674 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1405218.750000 Penalty: 4834.690430
	Iteration 3F: 3 clusters Score -1405219 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1405803.250000 Penalty: 4834.690430
	Iteration 4F: 3 clusters Score -1405803 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1406642.375000 Penalty: 4834.690430
	Iteration 5F: 3 clusters Score -1406642 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1407668.875000 Penalty: 4834.690430
	Iteration 6F: 3 clusters Score -1407669 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1408781.750000 Penalty: 4834.690430
	Iteration 7F: 3 clusters Score -1408782 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1409770.250000 Penalty: 4834.690430
	Iteration 8F: 3 clusters Score -1409770 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1410344.500000 Penalty: 4834.690430
	Iteration 9F: 3 clusters Score -1410344 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1410605.250000 Penalty: 4834.690430
	Iteration 10Q: 3 clusters Score -1410605 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1410717.500000 Penalty: 4834.690430
	Iteration 11Q: 3 clusters Score -1410718 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1410794.000000 Penalty: 4834.690430
	Iteration 12Q: 3 clusters Score -1410794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1410861.750000 Penalty: 4834.690430
	Iteration 13Q: 3 clusters Score -1410862 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1410917.750000 Penalty: 4834.690430
	Iteration 14Q: 3 clusters Score -1410918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1410964.250000 Penalty: 4834.690430
	Iteration 15Q: 3 clusters Score -1410964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1411006.125000 Penalty: 4834.690430
	Iteration 16Q: 3 clusters Score -1411006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1411044.125000 Penalty: 4834.690430
	Iteration 17Q: 3 clusters Score -1411044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1411079.750000 Penalty: 4834.690430
	Iteration 18Q: 3 clusters Score -1411080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1411114.375000 Penalty: 4834.690430
	Iteration 19Q: 3 clusters Score -1411114 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1411155.000000 Penalty: 4834.690430
	Iteration 20F: 3 clusters Score -1411155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1411189.750000 Penalty: 4834.690430
	Iteration 21Q: 3 clusters Score -1411190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1411225.000000 Penalty: 4834.690430
	Iteration 22Q: 3 clusters Score -1411225 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1411268.875000 Penalty: 4834.690430
	Iteration 23Q: 3 clusters Score -1411269 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1411316.625000 Penalty: 4834.690430
	Iteration 24Q: 3 clusters Score -1411317 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1411384.250000 Penalty: 4834.690430
	Iteration 25Q: 3 clusters Score -1411384 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1411468.875000 Penalty: 4834.690430
	Iteration 26Q: 3 clusters Score -1411469 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1411576.750000 Penalty: 4834.690430
	Iteration 27Q: 3 clusters Score -1411577 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1411676.250000 Penalty: 4834.690430
	Iteration 28Q: 3 clusters Score -1411676 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1411795.000000 Penalty: 4834.690430
	Iteration 29Q: 3 clusters Score -1411795 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1411907.375000 Penalty: 4834.690430
	Iteration 30Q: 3 clusters Score -1411907 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1412018.875000 Penalty: 4834.690430
	Iteration 31Q: 3 clusters Score -1412019 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1412107.875000 Penalty: 4834.690430
	Iteration 32Q: 3 clusters Score -1412108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1412193.750000 Penalty: 4834.690430
	Iteration 33Q: 3 clusters Score -1412194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1412251.000000 Penalty: 4834.690430
	Iteration 34Q: 3 clusters Score -1412251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1412295.000000 Penalty: 4834.690430
	Iteration 35Q: 3 clusters Score -1412295 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1412331.625000 Penalty: 4834.690430
	Iteration 36Q: 3 clusters Score -1412332 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1412363.125000 Penalty: 4834.690430
	Iteration 37Q: 3 clusters Score -1412363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1412388.625000 Penalty: 4834.690430
	Iteration 38Q: 3 clusters Score -1412389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1412399.875000 Penalty: 4834.690430
	Iteration 39Q: 3 clusters Score -1412400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1412415.125000 Penalty: 4834.690430
	Iteration 40F: 3 clusters Score -1412415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1412420.250000 Penalty: 4834.690430
	Iteration 41Q: 3 clusters Score -1412420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1412426.625000 Penalty: 4834.690430
	Iteration 42Q: 3 clusters Score -1412427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1412425.750000 Penalty: 4834.690430
	Iteration 43Q: 3 clusters Score -1412426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1412427.250000 Penalty: 4834.690430
	Iteration 44Q: 3 clusters Score -1412427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1412430.125000 Penalty: 4834.690430
	Iteration 45Q: 3 clusters Score -1412430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1412430.375000 Penalty: 4834.690430
	Iteration 46Q: 3 clusters Score -1412430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1412434.125000 Penalty: 4834.690430
	Iteration 47Q: 3 clusters Score -1412434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1412434.250000 Penalty: 4834.690430
	Iteration 48Q: 3 clusters Score -1412434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1412437.125000 Penalty: 4834.690430
	Iteration 49Q: 3 clusters Score -1412437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1412436.375000 Penalty: 4834.690430
	Iteration 50Q: 3 clusters Score -1412436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1412434.875000 Penalty: 4834.690430
	Iteration 51Q: 3 clusters Score -1412435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1412435.625000 Penalty: 4834.690430
	Iteration 52Q: 3 clusters Score -1412436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1412434.250000 Penalty: 4834.690430
	Iteration 53Q: 3 clusters Score -1412434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1412435.500000 Penalty: 4834.690430
	Iteration 54Q: 3 clusters Score -1412436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1412435.375000 Penalty: 4834.690430
	Iteration 55Q: 3 clusters Score -1412435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1412433.250000 Penalty: 4834.690430
	Iteration 56Q: 3 clusters Score -1412433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1412433.250000 Penalty: 4834.690430
	Iteration 57F: 3 clusters Score -1412433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20186 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 8400 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10582 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 3733 members 
Mstep: Class 47 contains 38645 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 13376 members 
Entering Unmasked Estep 
Score: -51171020.000000 Penalty: 176084.062500
Splitting cluster 46 changes total score from -51171808.000000 to -51171020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (38645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Entering Unmasked Estep 
Score: -3217650.000000 Penalty: 2619.418945
	Iteration 0F: 2 clusters Score -3217650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3191378.500000 Penalty: 5238.837891
	Iteration 0F: 3 clusters Score -3191378 nChanged 17760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3201295.750000 Penalty: 5238.837891
	Iteration 1F: 3 clusters Score -3201296 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3201812.500000 Penalty: 5238.837891
	Iteration 2Q: 3 clusters Score -3201812 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3202328.250000 Penalty: 5238.837891
	Iteration 3Q: 3 clusters Score -3202328 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3202983.750000 Penalty: 5238.837891
	Iteration 4Q: 3 clusters Score -3202984 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3203911.500000 Penalty: 5238.837891
	Iteration 5Q: 3 clusters Score -3203912 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3205264.750000 Penalty: 5238.837891
	Iteration 6F: 3 clusters Score -3205265 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3207008.250000 Penalty: 5238.837891
	Iteration 7F: 3 clusters Score -3207008 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3208920.000000 Penalty: 5238.837891
	Iteration 8F: 3 clusters Score -3208920 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3210694.250000 Penalty: 5238.837891
	Iteration 9F: 3 clusters Score -3210694 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3212043.750000 Penalty: 5238.837891
	Iteration 10Q: 3 clusters Score -3212044 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3213051.000000 Penalty: 5238.837891
	Iteration 11Q: 3 clusters Score -3213051 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3213829.500000 Penalty: 5238.837891
	Iteration 12Q: 3 clusters Score -3213830 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3214388.500000 Penalty: 5238.837891
	Iteration 13Q: 3 clusters Score -3214388 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3214796.750000 Penalty: 5238.837891
	Iteration 14Q: 3 clusters Score -3214797 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3215075.250000 Penalty: 5238.837891
	Iteration 15Q: 3 clusters Score -3215075 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3215237.000000 Penalty: 5238.837891
	Iteration 16Q: 3 clusters Score -3215237 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3215345.750000 Penalty: 5238.837891
	Iteration 17Q: 3 clusters Score -3215346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3215431.500000 Penalty: 5238.837891
	Iteration 18Q: 3 clusters Score -3215432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3215493.750000 Penalty: 5238.837891
	Iteration 19Q: 3 clusters Score -3215494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3215530.000000 Penalty: 5238.837891
	Iteration 20F: 3 clusters Score -3215530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3215555.000000 Penalty: 5238.837891
	Iteration 21Q: 3 clusters Score -3215555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3215572.500000 Penalty: 5238.837891
	Iteration 22Q: 3 clusters Score -3215572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3215584.000000 Penalty: 5238.837891
	Iteration 23Q: 3 clusters Score -3215584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3215591.250000 Penalty: 5238.837891
	Iteration 24Q: 3 clusters Score -3215591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3215590.250000 Penalty: 5238.837891
	Iteration 25Q: 3 clusters Score -3215590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3215591.750000 Penalty: 5238.837891
	Iteration 26Q: 3 clusters Score -3215592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3215592.750000 Penalty: 5238.837891
	Iteration 27Q: 3 clusters Score -3215593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3215592.750000 Penalty: 5238.837891
	Iteration 28F: 3 clusters Score -3215593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Entering Unmasked Estep 
Score: -1067024.125000 Penalty: 2345.366455
	Iteration 0F: 2 clusters Score -1067024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1057512.250000 Penalty: 4690.732910
	Iteration 0F: 3 clusters Score -1057512 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1060423.500000 Penalty: 4690.732910
	Iteration 1F: 3 clusters Score -1060424 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1060728.750000 Penalty: 4690.732910
	Iteration 2F: 3 clusters Score -1060729 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1060925.750000 Penalty: 4690.732910
	Iteration 3Q: 3 clusters Score -1060926 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1061069.125000 Penalty: 4690.732910
	Iteration 4Q: 3 clusters Score -1061069 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1061197.625000 Penalty: 4690.732910
	Iteration 5Q: 3 clusters Score -1061198 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1061331.250000 Penalty: 4690.732910
	Iteration 6Q: 3 clusters Score -1061331 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1061449.750000 Penalty: 4690.732910
	Iteration 7Q: 3 clusters Score -1061450 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1061555.375000 Penalty: 4690.732910
	Iteration 8Q: 3 clusters Score -1061555 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1061641.125000 Penalty: 4690.732910
	Iteration 9Q: 3 clusters Score -1061641 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1061733.625000 Penalty: 4690.732910
	Iteration 10Q: 3 clusters Score -1061734 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1061836.500000 Penalty: 4690.732910
	Iteration 11Q: 3 clusters Score -1061836 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1061962.125000 Penalty: 4690.732910
	Iteration 12Q: 3 clusters Score -1061962 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1062098.250000 Penalty: 4690.732910
	Iteration 13Q: 3 clusters Score -1062098 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1062252.500000 Penalty: 4690.732910
	Iteration 14Q: 3 clusters Score -1062252 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1062437.750000 Penalty: 4690.732910
	Iteration 15Q: 3 clusters Score -1062438 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1062649.500000 Penalty: 4690.732910
	Iteration 16Q: 3 clusters Score -1062650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1062860.000000 Penalty: 4690.732910
	Iteration 17Q: 3 clusters Score -1062860 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1063076.375000 Penalty: 4690.732910
	Iteration 18Q: 3 clusters Score -1063076 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1063299.125000 Penalty: 4690.732910
	Iteration 19Q: 3 clusters Score -1063299 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1063517.000000 Penalty: 4690.732910
	Iteration 20F: 3 clusters Score -1063517 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1063722.875000 Penalty: 4690.732910
	Iteration 21Q: 3 clusters Score -1063723 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1063873.000000 Penalty: 4690.732910
	Iteration 22Q: 3 clusters Score -1063873 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1063977.625000 Penalty: 4690.732910
	Iteration 23Q: 3 clusters Score -1063978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1064075.000000 Penalty: 4690.732910
	Iteration 24Q: 3 clusters Score -1064075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1064159.875000 Penalty: 4690.732910
	Iteration 25Q: 3 clusters Score -1064160 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1064233.875000 Penalty: 4690.732910
	Iteration 26Q: 3 clusters Score -1064234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1064294.750000 Penalty: 4690.732910
	Iteration 27Q: 3 clusters Score -1064295 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1064347.375000 Penalty: 4690.732910
	Iteration 28Q: 3 clusters Score -1064347 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1064398.625000 Penalty: 4690.732910
	Iteration 29Q: 3 clusters Score -1064399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1064447.375000 Penalty: 4690.732910
	Iteration 30Q: 3 clusters Score -1064447 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1064483.750000 Penalty: 4690.732910
	Iteration 31Q: 3 clusters Score -1064484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1064522.125000 Penalty: 4690.732910
	Iteration 32Q: 3 clusters Score -1064522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1064556.875000 Penalty: 4690.732910
	Iteration 33Q: 3 clusters Score -1064557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1064587.625000 Penalty: 4690.732910
	Iteration 34Q: 3 clusters Score -1064588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1064618.000000 Penalty: 4690.732910
	Iteration 35Q: 3 clusters Score -1064618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1064634.375000 Penalty: 4690.732910
	Iteration 36Q: 3 clusters Score -1064634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1064647.000000 Penalty: 4690.732910
	Iteration 37Q: 3 clusters Score -1064647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1064662.625000 Penalty: 4690.732910
	Iteration 38Q: 3 clusters Score -1064663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1064680.250000 Penalty: 4690.732910
	Iteration 39Q: 3 clusters Score -1064680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1064695.500000 Penalty: 4690.732910
	Iteration 40F: 3 clusters Score -1064696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1064715.375000 Penalty: 4690.732910
	Iteration 41Q: 3 clusters Score -1064715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1064737.750000 Penalty: 4690.732910
	Iteration 42Q: 3 clusters Score -1064738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1064763.125000 Penalty: 4690.732910
	Iteration 43Q: 3 clusters Score -1064763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1064793.375000 Penalty: 4690.732910
	Iteration 44Q: 3 clusters Score -1064793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1064812.250000 Penalty: 4690.732910
	Iteration 45Q: 3 clusters Score -1064812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1064822.375000 Penalty: 4690.732910
	Iteration 46Q: 3 clusters Score -1064822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1064839.000000 Penalty: 4690.732910
	Iteration 47Q: 3 clusters Score -1064839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1064848.000000 Penalty: 4690.732910
	Iteration 48Q: 3 clusters Score -1064848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1064862.125000 Penalty: 4690.732910
	Iteration 49Q: 3 clusters Score -1064862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1064880.125000 Penalty: 4690.732910
	Iteration 50Q: 3 clusters Score -1064880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1064896.000000 Penalty: 4690.732910
	Iteration 51Q: 3 clusters Score -1064896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1064909.750000 Penalty: 4690.732910
	Iteration 52Q: 3 clusters Score -1064910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1064922.500000 Penalty: 4690.732910
	Iteration 53Q: 3 clusters Score -1064922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1064934.500000 Penalty: 4690.732910
	Iteration 54Q: 3 clusters Score -1064934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1064939.125000 Penalty: 4690.732910
	Iteration 55Q: 3 clusters Score -1064939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1064940.500000 Penalty: 4690.732910
	Iteration 56Q: 3 clusters Score -1064940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1064942.250000 Penalty: 4690.732910
	Iteration 57Q: 3 clusters Score -1064942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1064940.500000 Penalty: 4690.732910
	Iteration 58Q: 3 clusters Score -1064940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1064942.500000 Penalty: 4690.732910
	Iteration 59Q: 3 clusters Score -1064942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1064942.500000 Penalty: 4690.732910
	Iteration 60F: 3 clusters Score -1064942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -78300.320312 Penalty: 1711.630859
	Iteration 0F: 2 clusters Score -78300.32 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 529 members 
Entering Unmasked Estep 
Score: -76326.765625 Penalty: 3423.261719
	Iteration 0F: 3 clusters Score -76326.77 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76629.703125 Penalty: 3423.261719
	Iteration 1F: 3 clusters Score -76629.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -76698.960938 Penalty: 3423.261719
	Iteration 2F: 3 clusters Score -76698.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76759.273438 Penalty: 3423.261719
	Iteration 3Q: 3 clusters Score -76759.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76806.898438 Penalty: 3423.261719
	Iteration 4Q: 3 clusters Score -76806.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76835.031250 Penalty: 3423.261719
	Iteration 5Q: 3 clusters Score -76835.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76855.070312 Penalty: 3423.261719
	Iteration 6Q: 3 clusters Score -76855.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76874.125000 Penalty: 3423.261719
	Iteration 7Q: 3 clusters Score -76874.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76883.914062 Penalty: 3423.261719
	Iteration 8Q: 3 clusters Score -76883.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76890.828125 Penalty: 3423.261719
	Iteration 9Q: 3 clusters Score -76890.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -76896.671875 Penalty: 3423.261719
	Iteration 10Q: 3 clusters Score -76896.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76900.023438 Penalty: 3423.261719
	Iteration 11Q: 3 clusters Score -76900.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76900.773438 Penalty: 3423.261719
	Iteration 12Q: 3 clusters Score -76900.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76900.773438 Penalty: 3423.261719
	Iteration 13F: 3 clusters Score -76900.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -141425.906250 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -141425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -138945.781250 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -138945.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139362.437500 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -139362.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -139493.390625 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -139493.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139549.578125 Penalty: 3714.193604
	Iteration 3Q: 3 clusters Score -139549.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -139587.859375 Penalty: 3714.193604
	Iteration 4Q: 3 clusters Score -139587.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -139629.765625 Penalty: 3714.193604
	Iteration 5Q: 3 clusters Score -139629.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -139658.984375 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -139659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139676.828125 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -139676.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139683.515625 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -139683.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -139692.078125 Penalty: 3714.193604
	Iteration 9Q: 3 clusters Score -139692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -139704.593750 Penalty: 3714.193604
	Iteration 10Q: 3 clusters Score -139704.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -139717.984375 Penalty: 3714.193604
	Iteration 11Q: 3 clusters Score -139718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139729.171875 Penalty: 3714.193604
	Iteration 12Q: 3 clusters Score -139729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -139737.484375 Penalty: 3714.193604
	Iteration 13Q: 3 clusters Score -139737.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -139745.578125 Penalty: 3714.193604
	Iteration 14Q: 3 clusters Score -139745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -139752.984375 Penalty: 3714.193604
	Iteration 15Q: 3 clusters Score -139753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139764.468750 Penalty: 3714.193604
	Iteration 16Q: 3 clusters Score -139764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -139774.187500 Penalty: 3714.193604
	Iteration 17Q: 3 clusters Score -139774.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -139796.328125 Penalty: 3714.193604
	Iteration 18Q: 3 clusters Score -139796.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -139821.375000 Penalty: 3714.193604
	Iteration 19Q: 3 clusters Score -139821.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -139848.593750 Penalty: 3714.193604
	Iteration 20F: 3 clusters Score -139848.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -139876.500000 Penalty: 3714.193604
	Iteration 21Q: 3 clusters Score -139876.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -139898.484375 Penalty: 3714.193604
	Iteration 22Q: 3 clusters Score -139898.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -139913.828125 Penalty: 3714.193604
	Iteration 23Q: 3 clusters Score -139913.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -139933.968750 Penalty: 3714.193604
	Iteration 24Q: 3 clusters Score -139934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -139947.812500 Penalty: 3714.193604
	Iteration 25Q: 3 clusters Score -139947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -139966.921875 Penalty: 3714.193604
	Iteration 26Q: 3 clusters Score -139966.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -139991.750000 Penalty: 3714.193604
	Iteration 27Q: 3 clusters Score -139991.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -140021.656250 Penalty: 3714.193604
	Iteration 28Q: 3 clusters Score -140021.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -140057.656250 Penalty: 3714.193604
	Iteration 29Q: 3 clusters Score -140057.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -140094.937500 Penalty: 3714.193604
	Iteration 30Q: 3 clusters Score -140094.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -140117.265625 Penalty: 3714.193604
	Iteration 31Q: 3 clusters Score -140117.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -140133.640625 Penalty: 3714.193604
	Iteration 32Q: 3 clusters Score -140133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -140141.859375 Penalty: 3714.193604
	Iteration 33Q: 3 clusters Score -140141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -140145.828125 Penalty: 3714.193604
	Iteration 34Q: 3 clusters Score -140145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -140155.015625 Penalty: 3714.193604
	Iteration 35Q: 3 clusters Score -140155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -140161.781250 Penalty: 3714.193604
	Iteration 36Q: 3 clusters Score -140161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -140169.359375 Penalty: 3714.193604
	Iteration 37Q: 3 clusters Score -140169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -140178.171875 Penalty: 3714.193604
	Iteration 38Q: 3 clusters Score -140178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -140181.578125 Penalty: 3714.193604
	Iteration 39Q: 3 clusters Score -140181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -140184.953125 Penalty: 3714.193604
	Iteration 40F: 3 clusters Score -140185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -140191.859375 Penalty: 3714.193604
	Iteration 41Q: 3 clusters Score -140191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -140195.781250 Penalty: 3714.193604
	Iteration 42Q: 3 clusters Score -140195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -140197.968750 Penalty: 3714.193604
	Iteration 43Q: 3 clusters Score -140198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -140201.468750 Penalty: 3714.193604
	Iteration 44Q: 3 clusters Score -140201.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -140203.390625 Penalty: 3714.193604
	Iteration 45Q: 3 clusters Score -140203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -140205.750000 Penalty: 3714.193604
	Iteration 46Q: 3 clusters Score -140205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -140207.453125 Penalty: 3714.193604
	Iteration 47Q: 3 clusters Score -140207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -140211.984375 Penalty: 3714.193604
	Iteration 48Q: 3 clusters Score -140212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -140216.515625 Penalty: 3714.193604
	Iteration 49Q: 3 clusters Score -140216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -140219.859375 Penalty: 3714.193604
	Iteration 50Q: 3 clusters Score -140219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -140224.703125 Penalty: 3714.193604
	Iteration 51Q: 3 clusters Score -140224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -140227.531250 Penalty: 3714.193604
	Iteration 52Q: 3 clusters Score -140227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -140230.921875 Penalty: 3714.193604
	Iteration 53Q: 3 clusters Score -140230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -140240.046875 Penalty: 3714.193604
	Iteration 54Q: 3 clusters Score -140240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -140243.250000 Penalty: 3714.193604
	Iteration 55Q: 3 clusters Score -140243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -140246.500000 Penalty: 3714.193604
	Iteration 56Q: 3 clusters Score -140246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -140249.906250 Penalty: 3714.193604
	Iteration 57Q: 3 clusters Score -140249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -140250.937500 Penalty: 3714.193604
	Iteration 58Q: 3 clusters Score -140250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -140250.937500 Penalty: 3714.193604
	Iteration 59F: 3 clusters Score -140250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -131029.820312 Penalty: 1834.898926
	Iteration 0F: 2 clusters Score -131029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128617.226562 Penalty: 3669.797852
	Iteration 0F: 3 clusters Score -128617.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -129035.750000 Penalty: 3669.797852
	Iteration 1F: 3 clusters Score -129035.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129172.218750 Penalty: 3669.797852
	Iteration 2F: 3 clusters Score -129172.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -129244.429688 Penalty: 3669.797852
	Iteration 3Q: 3 clusters Score -129244.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -129297.789062 Penalty: 3669.797852
	Iteration 4Q: 3 clusters Score -129297.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -129321.171875 Penalty: 3669.797852
	Iteration 5Q: 3 clusters Score -129321.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -129335.250000 Penalty: 3669.797852
	Iteration 6Q: 3 clusters Score -129335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -129346.515625 Penalty: 3669.797852
	Iteration 7Q: 3 clusters Score -129346.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129351.226562 Penalty: 3669.797852
	Iteration 8Q: 3 clusters Score -129351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129354.593750 Penalty: 3669.797852
	Iteration 9Q: 3 clusters Score -129354.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129358.968750 Penalty: 3669.797852
	Iteration 10Q: 3 clusters Score -129359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -129361.968750 Penalty: 3669.797852
	Iteration 11Q: 3 clusters Score -129362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -129365.468750 Penalty: 3669.797852
	Iteration 12Q: 3 clusters Score -129365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -129365.679688 Penalty: 3669.797852
	Iteration 13Q: 3 clusters Score -129365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -129365.679688 Penalty: 3669.797852
	Iteration 14F: 3 clusters Score -129365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -91375.257812 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -91375.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89345.414062 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -89345.41 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -89621.250000 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -89621.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89696.734375 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -89696.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89739.968750 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -89739.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89757.679688 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -89757.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89767.351562 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -89767.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89778.468750 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -89778.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89785.109375 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -89785.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -89789.484375 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -89789.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89792.796875 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -89792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89794.664062 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -89794.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89794.664062 Penalty: 3500.290283
	Iteration 11F: 3 clusters Score -89794.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7829 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21714 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24434 members 
Mstep: Class 18 contains 15719 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20186 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21693 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3730 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 8400 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10582 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12760 members 
Mstep: Class 46 contains 17109 members 
Mstep: Class 47 contains 38645 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1787 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171908.000000 Penalty: 172761.734375
Iteration 159Q: 53 clusters Score -5.117191e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7784 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21712 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24431 members 
Mstep: Class 18 contains 15717 members 
Mstep: Class 19 contains 60796 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4020 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20185 members 
Mstep: Class 31 contains 17037 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3781 members 
Mstep: Class 36 contains 1316 members 
Mstep: Class 37 contains 8399 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10588 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12741 members 
Mstep: Class 46 contains 17094 members 
Mstep: Class 47 contains 38644 members 
Mstep: Class 48 contains 12799 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171848.000000 Penalty: 172761.734375
Iteration 160F: 53 clusters Score -5.117185e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21711 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24429 members 
Mstep: Class 18 contains 15715 members 
Mstep: Class 19 contains 60798 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4067 members 
Mstep: Class 27 contains 16636 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20180 members 
Mstep: Class 31 contains 17039 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3828 members 
Mstep: Class 36 contains 1317 members 
Mstep: Class 37 contains 8394 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10593 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12718 members 
Mstep: Class 46 contains 17089 members 
Mstep: Class 47 contains 38643 members 
Mstep: Class 48 contains 12797 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171960.000000 Penalty: 172761.734375
Iteration 161Q: 53 clusters Score -5.117196e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 55004 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21707 members 
Mstep: Class 15 contains 7334 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24426 members 
Mstep: Class 18 contains 15713 members 
Mstep: Class 19 contains 60799 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9534 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 16635 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20171 members 
Mstep: Class 31 contains 17041 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3883 members 
Mstep: Class 36 contains 1321 members 
Mstep: Class 37 contains 8394 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8616 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1347 members 
Mstep: Class 43 contains 10599 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12693 members 
Mstep: Class 46 contains 17081 members 
Mstep: Class 47 contains 38643 members 
Mstep: Class 48 contains 12794 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1632 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172088.000000 Penalty: 172761.734375
Iteration 162Q: 53 clusters Score -5.117209e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21699 members 
Mstep: Class 15 contains 7335 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24422 members 
Mstep: Class 18 contains 15712 members 
Mstep: Class 19 contains 60798 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 16635 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17042 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3932 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 8395 members 
Mstep: Class 38 contains 796 members 
Mstep: Class 39 contains 8615 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10604 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12673 members 
Mstep: Class 46 contains 17072 members 
Mstep: Class 47 contains 38641 members 
Mstep: Class 48 contains 12794 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1631 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171968.000000 Penalty: 172761.734375
Iteration 163Q: 53 clusters Score -5.117197e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7603 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21689 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24419 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 60799 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 16636 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20167 members 
Mstep: Class 31 contains 17044 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8613 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10608 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12654 members 
Mstep: Class 46 contains 17064 members 
Mstep: Class 47 contains 38639 members 
Mstep: Class 48 contains 12796 members 
Mstep: Class 49 contains 994 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172028.000000 Penalty: 172761.734375
Iteration 164Q: 53 clusters Score -5.117203e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7547 members 
Mstep: Class 9 contains 2019 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 21676 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24418 members 
Mstep: Class 18 contains 15711 members 
Mstep: Class 19 contains 60801 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4195 members 
Mstep: Class 27 contains 16638 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20162 members 
Mstep: Class 31 contains 17049 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4051 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 8389 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8612 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10608 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12636 members 
Mstep: Class 46 contains 17060 members 
Mstep: Class 47 contains 38637 members 
Mstep: Class 48 contains 12795 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172112.000000 Penalty: 172761.734375
Iteration 165Q: 53 clusters Score -5.117211e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7484 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 21667 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24413 members 
Mstep: Class 18 contains 15707 members 
Mstep: Class 19 contains 60799 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7088 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4220 members 
Mstep: Class 27 contains 16635 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20165 members 
Mstep: Class 31 contains 17048 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 21691 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4127 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 8388 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8613 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10616 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12620 members 
Mstep: Class 46 contains 17057 members 
Mstep: Class 47 contains 38638 members 
Mstep: Class 48 contains 12794 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1788 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172144.000000 Penalty: 172761.734375
Iteration 166Q: 53 clusters Score -5.117214e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7408 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21651 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24411 members 
Mstep: Class 18 contains 15707 members 
Mstep: Class 19 contains 60800 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7088 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4246 members 
Mstep: Class 27 contains 16635 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20168 members 
Mstep: Class 31 contains 17049 members 
Mstep: Class 32 contains 3347 members 
Mstep: Class 33 contains 21691 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4201 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8614 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10624 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12608 members 
Mstep: Class 46 contains 17051 members 
Mstep: Class 47 contains 38638 members 
Mstep: Class 48 contains 12793 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1789 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172312.000000 Penalty: 172761.734375
Iteration 167Q: 53 clusters Score -5.117231e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21643 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24410 members 
Mstep: Class 18 contains 15702 members 
Mstep: Class 19 contains 60795 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4262 members 
Mstep: Class 27 contains 16634 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20166 members 
Mstep: Class 31 contains 17050 members 
Mstep: Class 32 contains 3349 members 
Mstep: Class 33 contains 21692 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4276 members 
Mstep: Class 36 contains 1323 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8611 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10634 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12600 members 
Mstep: Class 46 contains 17046 members 
Mstep: Class 47 contains 38636 members 
Mstep: Class 48 contains 12798 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1789 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172348.000000 Penalty: 172761.734375
Iteration 168Q: 53 clusters Score -5.117235e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 2022 members 
Mstep: Class 10 contains 9865 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21639 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24409 members 
Mstep: Class 18 contains 15697 members 
Mstep: Class 19 contains 60793 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4284 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20168 members 
Mstep: Class 31 contains 17051 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21691 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4333 members 
Mstep: Class 36 contains 1324 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8610 members 
Mstep: Class 40 contains 7159 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10638 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12591 members 
Mstep: Class 46 contains 17043 members 
Mstep: Class 47 contains 38635 members 
Mstep: Class 48 contains 12801 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1789 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172372.000000 Penalty: 172761.734375
Iteration 169Q: 53 clusters Score -5.117237e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21634 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24407 members 
Mstep: Class 18 contains 15697 members 
Mstep: Class 19 contains 60789 members 
Mstep: Class 20 contains 8709 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4302 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20174 members 
Mstep: Class 31 contains 17051 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21689 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4399 members 
Mstep: Class 36 contains 1324 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8609 members 
Mstep: Class 40 contains 7160 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10643 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12579 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38634 members 
Mstep: Class 48 contains 12801 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1789 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172440.000000 Penalty: 172761.734375
Iteration 170Q: 53 clusters Score -5.117244e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21629 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24401 members 
Mstep: Class 18 contains 15689 members 
Mstep: Class 19 contains 60788 members 
Mstep: Class 20 contains 8711 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16632 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20173 members 
Mstep: Class 31 contains 17052 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4467 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8391 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8606 members 
Mstep: Class 40 contains 7160 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10655 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12567 members 
Mstep: Class 46 contains 17032 members 
Mstep: Class 47 contains 38633 members 
Mstep: Class 48 contains 12805 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1790 members 
Mstep: Class 51 contains 1630 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172480.000000 Penalty: 172761.734375
Iteration 171Q: 53 clusters Score -5.117248e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21621 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24398 members 
Mstep: Class 18 contains 15680 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7100 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4343 members 
Mstep: Class 27 contains 16635 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20175 members 
Mstep: Class 31 contains 17051 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4559 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8391 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8600 members 
Mstep: Class 40 contains 7160 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10657 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12556 members 
Mstep: Class 46 contains 17028 members 
Mstep: Class 47 contains 38631 members 
Mstep: Class 48 contains 12810 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1791 members 
Mstep: Class 51 contains 1631 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172488.000000 Penalty: 172761.734375
Iteration 172Q: 53 clusters Score -5.117249e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6973 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21610 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24394 members 
Mstep: Class 18 contains 15679 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7103 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4367 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20177 members 
Mstep: Class 31 contains 17054 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4641 members 
Mstep: Class 36 contains 1324 members 
Mstep: Class 37 contains 8390 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8601 members 
Mstep: Class 40 contains 7161 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10665 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12531 members 
Mstep: Class 46 contains 17021 members 
Mstep: Class 47 contains 38627 members 
Mstep: Class 48 contains 12814 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172684.000000 Penalty: 172761.734375
Iteration 173Q: 53 clusters Score -5.117268e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9964 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24389 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 60783 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7105 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4390 members 
Mstep: Class 27 contains 16632 members 
Mstep: Class 28 contains 3052 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20177 members 
Mstep: Class 31 contains 17056 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4704 members 
Mstep: Class 36 contains 1324 members 
Mstep: Class 37 contains 8389 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8599 members 
Mstep: Class 40 contains 7162 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10658 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12502 members 
Mstep: Class 46 contains 17022 members 
Mstep: Class 47 contains 38624 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 1631 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172876.000000 Penalty: 172761.734375
Iteration 174Q: 53 clusters Score -5.117288e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 9872 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21587 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24383 members 
Mstep: Class 18 contains 15671 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7103 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4417 members 
Mstep: Class 27 contains 16634 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20181 members 
Mstep: Class 31 contains 17055 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4743 members 
Mstep: Class 36 contains 1324 members 
Mstep: Class 37 contains 8389 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8599 members 
Mstep: Class 40 contains 7162 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10658 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12481 members 
Mstep: Class 46 contains 17022 members 
Mstep: Class 47 contains 38626 members 
Mstep: Class 48 contains 12811 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 1633 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172936.000000 Penalty: 172761.734375
Iteration 175Q: 53 clusters Score -5.117294e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9967 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6882 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 21577 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24379 members 
Mstep: Class 18 contains 15667 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7105 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4439 members 
Mstep: Class 27 contains 16634 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20179 members 
Mstep: Class 31 contains 17056 members 
Mstep: Class 32 contains 3348 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4781 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8599 members 
Mstep: Class 40 contains 7164 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10654 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12459 members 
Mstep: Class 46 contains 17021 members 
Mstep: Class 47 contains 38626 members 
Mstep: Class 48 contains 12810 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173052.000000 Penalty: 172761.734375
Iteration 176Q: 53 clusters Score -5.117305e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 2032 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21574 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24375 members 
Mstep: Class 18 contains 15664 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7104 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4461 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20174 members 
Mstep: Class 31 contains 17057 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4804 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8393 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8600 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10653 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12442 members 
Mstep: Class 46 contains 17021 members 
Mstep: Class 47 contains 38622 members 
Mstep: Class 48 contains 12806 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 1634 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173064.000000 Penalty: 172761.734375
Iteration 177Q: 53 clusters Score -5.117306e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21569 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24372 members 
Mstep: Class 18 contains 15660 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9536 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7103 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4484 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20170 members 
Mstep: Class 31 contains 17057 members 
Mstep: Class 32 contains 3350 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4824 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8598 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10650 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12424 members 
Mstep: Class 46 contains 17021 members 
Mstep: Class 47 contains 38620 members 
Mstep: Class 48 contains 12809 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1792 members 
Mstep: Class 51 contains 1636 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173092.000000 Penalty: 172761.734375
Iteration 178Q: 53 clusters Score -5.117309e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6853 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21566 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24371 members 
Mstep: Class 18 contains 15657 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20168 members 
Mstep: Class 31 contains 17057 members 
Mstep: Class 32 contains 3351 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4838 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8390 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8594 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10653 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12401 members 
Mstep: Class 46 contains 17024 members 
Mstep: Class 47 contains 38616 members 
Mstep: Class 48 contains 12810 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1793 members 
Mstep: Class 51 contains 1638 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173012.000000 Penalty: 172761.734375
Iteration 179Q: 53 clusters Score -5.117301e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6847 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21566 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24367 members 
Mstep: Class 18 contains 15654 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 16633 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20168 members 
Mstep: Class 31 contains 17058 members 
Mstep: Class 32 contains 3354 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4836 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8390 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8589 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10657 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12383 members 
Mstep: Class 46 contains 17028 members 
Mstep: Class 47 contains 38616 members 
Mstep: Class 48 contains 12812 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1797 members 
Mstep: Class 51 contains 1639 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172964.000000 Penalty: 172761.734375
Iteration 180F: 53 clusters Score -5.117296e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21561 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24362 members 
Mstep: Class 18 contains 15653 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9538 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4549 members 
Mstep: Class 27 contains 16631 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20163 members 
Mstep: Class 31 contains 17058 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8390 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8582 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10660 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12366 members 
Mstep: Class 46 contains 17035 members 
Mstep: Class 47 contains 38615 members 
Mstep: Class 48 contains 12819 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1802 members 
Mstep: Class 51 contains 1639 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173052.000000 Penalty: 172761.734375
Iteration 181Q: 53 clusters Score -5.117305e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21560 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24360 members 
Mstep: Class 18 contains 15653 members 
Mstep: Class 19 contains 60783 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4566 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20163 members 
Mstep: Class 31 contains 17059 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 21684 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4849 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8579 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10664 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12349 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38613 members 
Mstep: Class 48 contains 12818 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1805 members 
Mstep: Class 51 contains 1640 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173120.000000 Penalty: 172761.734375
Iteration 182Q: 53 clusters Score -5.117312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21559 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24361 members 
Mstep: Class 18 contains 15652 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9541 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4577 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20162 members 
Mstep: Class 31 contains 17061 members 
Mstep: Class 32 contains 3355 members 
Mstep: Class 33 contains 21683 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4855 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8579 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10660 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12334 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38610 members 
Mstep: Class 48 contains 12817 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1815 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173096.000000 Penalty: 172761.734375
Iteration 183Q: 53 clusters Score -5.11731e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21557 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24366 members 
Mstep: Class 18 contains 15651 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7094 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4591 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20161 members 
Mstep: Class 31 contains 17061 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21684 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4858 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8578 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10658 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12314 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38603 members 
Mstep: Class 48 contains 12813 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1826 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173100.000000 Penalty: 172761.734375
Iteration 184Q: 53 clusters Score -5.11731e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6821 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1645 members 
Mstep: Class 14 contains 21555 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24367 members 
Mstep: Class 18 contains 15651 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 665 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 16626 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20156 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21684 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8576 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10660 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12294 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38602 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1840 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173108.000000 Penalty: 172761.734375
Iteration 185Q: 53 clusters Score -5.117311e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 21552 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24363 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20156 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4871 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8575 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10663 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12272 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38601 members 
Mstep: Class 48 contains 12804 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1862 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173068.000000 Penalty: 172761.734375
Iteration 186Q: 53 clusters Score -5.117307e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6812 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1643 members 
Mstep: Class 14 contains 21548 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24360 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60788 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4640 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20155 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4870 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8576 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10669 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12245 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38599 members 
Mstep: Class 48 contains 12798 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1879 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173000.000000 Penalty: 172761.734375
Iteration 187Q: 53 clusters Score -5.1173e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1640 members 
Mstep: Class 14 contains 21547 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60787 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 664 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4642 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20155 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4869 members 
Mstep: Class 36 contains 1325 members 
Mstep: Class 37 contains 8388 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8576 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10673 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12217 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38600 members 
Mstep: Class 48 contains 12800 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1913 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173076.000000 Penalty: 172761.734375
Iteration 188Q: 53 clusters Score -5.117308e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6805 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 21546 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24358 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20156 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4868 members 
Mstep: Class 36 contains 1326 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8573 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10668 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12187 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38597 members 
Mstep: Class 48 contains 12798 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1949 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173228.000000 Penalty: 172761.734375
Iteration 189Q: 53 clusters Score -5.117323e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6803 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 21540 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24359 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4671 members 
Mstep: Class 27 contains 16625 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20151 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4868 members 
Mstep: Class 36 contains 1326 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8574 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10663 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12149 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38593 members 
Mstep: Class 48 contains 12796 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 1991 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173272.000000 Penalty: 172761.734375
Iteration 190Q: 53 clusters Score -5.117327e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6801 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 21538 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 662 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 16626 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20148 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 1326 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8573 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10660 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12109 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38594 members 
Mstep: Class 48 contains 12796 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2023 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173352.000000 Penalty: 172761.734375
Iteration 191Q: 53 clusters Score -5.117335e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6799 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 21537 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60785 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 16626 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20156 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4869 members 
Mstep: Class 36 contains 1326 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8571 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10659 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12072 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38594 members 
Mstep: Class 48 contains 12794 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2048 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173448.000000 Penalty: 172761.734375
Iteration 192Q: 53 clusters Score -5.117345e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 21539 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24351 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60784 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 16626 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20151 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8569 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10663 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 12032 members 
Mstep: Class 46 contains 17038 members 
Mstep: Class 47 contains 38593 members 
Mstep: Class 48 contains 12793 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2062 members 
Mstep: Class 51 contains 1642 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173460.000000 Penalty: 172761.734375
Iteration 193Q: 53 clusters Score -5.117346e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9977 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 21536 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60783 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7097 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 16626 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20153 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4865 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8567 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10669 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11996 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38593 members 
Mstep: Class 48 contains 12794 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2067 members 
Mstep: Class 51 contains 1643 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173416.000000 Penalty: 172761.734375
Iteration 194Q: 53 clusters Score -5.117342e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 21532 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60783 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 661 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4793 members 
Mstep: Class 27 contains 16626 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20151 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8387 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8567 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10671 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11964 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38588 members 
Mstep: Class 48 contains 12794 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2071 members 
Mstep: Class 51 contains 1643 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173432.000000 Penalty: 172761.734375
Iteration 195Q: 53 clusters Score -5.117343e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24359 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8708 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4818 members 
Mstep: Class 27 contains 16627 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20152 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8386 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8565 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10673 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11936 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38586 members 
Mstep: Class 48 contains 12800 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2075 members 
Mstep: Class 51 contains 1643 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173384.000000 Penalty: 172761.734375
Iteration 196Q: 53 clusters Score -5.117338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24359 members 
Mstep: Class 18 contains 15650 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8707 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 16628 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20152 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21685 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4869 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8385 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8564 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10677 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11909 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38583 members 
Mstep: Class 48 contains 12801 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1643 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173412.000000 Penalty: 172761.734375
Iteration 197Q: 53 clusters Score -5.117341e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 15649 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8706 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7099 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20156 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21686 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4872 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8561 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10678 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11886 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38578 members 
Mstep: Class 48 contains 12805 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173412.000000 Penalty: 172761.734375
Iteration 198Q: 53 clusters Score -5.117341e+07 nChanged 50
Entering ConstructFrom: 
Score: -51173412.000000 Penalty: 172761.734375
Entering ConstructFrom: 
Trying to split cluster 1 (56383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Entering Unmasked Estep 
Score: -4523796.500000 Penalty: 2713.101074
	Iteration 0F: 2 clusters Score -4523796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4485655.500000 Penalty: 5426.202148
	Iteration 0F: 3 clusters Score -4485656 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4500514.000000 Penalty: 5426.202148
	Iteration 1F: 3 clusters Score -4500514 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -4501394.000000 Penalty: 5426.202148
	Iteration 2Q: 3 clusters Score -4501394 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4502484.000000 Penalty: 5426.202148
	Iteration 3Q: 3 clusters Score -4502484 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -4503685.000000 Penalty: 5426.202148
	Iteration 4Q: 3 clusters Score -4503685 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4505055.500000 Penalty: 5426.202148
	Iteration 5F: 3 clusters Score -4505056 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -4506426.000000 Penalty: 5426.202148
	Iteration 6F: 3 clusters Score -4506426 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4507611.000000 Penalty: 5426.202148
	Iteration 7Q: 3 clusters Score -4507611 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4508653.500000 Penalty: 5426.202148
	Iteration 8Q: 3 clusters Score -4508654 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4509490.500000 Penalty: 5426.202148
	Iteration 9Q: 3 clusters Score -4509490 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -4510153.000000 Penalty: 5426.202148
	Iteration 10Q: 3 clusters Score -4510153 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4510724.000000 Penalty: 5426.202148
	Iteration 11Q: 3 clusters Score -4510724 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4511355.500000 Penalty: 5426.202148
	Iteration 12Q: 3 clusters Score -4511356 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -4511964.000000 Penalty: 5426.202148
	Iteration 13Q: 3 clusters Score -4511964 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4512675.000000 Penalty: 5426.202148
	Iteration 14Q: 3 clusters Score -4512675 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4513391.500000 Penalty: 5426.202148
	Iteration 15Q: 3 clusters Score -4513392 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4514057.000000 Penalty: 5426.202148
	Iteration 16Q: 3 clusters Score -4514057 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4514610.500000 Penalty: 5426.202148
	Iteration 17Q: 3 clusters Score -4514610 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4515099.500000 Penalty: 5426.202148
	Iteration 18Q: 3 clusters Score -4515100 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4515475.500000 Penalty: 5426.202148
	Iteration 19Q: 3 clusters Score -4515476 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4515789.000000 Penalty: 5426.202148
	Iteration 20F: 3 clusters Score -4515789 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4516013.000000 Penalty: 5426.202148
	Iteration 21Q: 3 clusters Score -4516013 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4516198.500000 Penalty: 5426.202148
	Iteration 22Q: 3 clusters Score -4516198 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4516328.500000 Penalty: 5426.202148
	Iteration 23Q: 3 clusters Score -4516328 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4516443.000000 Penalty: 5426.202148
	Iteration 24Q: 3 clusters Score -4516443 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4516541.500000 Penalty: 5426.202148
	Iteration 25Q: 3 clusters Score -4516542 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4516615.000000 Penalty: 5426.202148
	Iteration 26Q: 3 clusters Score -4516615 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4516701.500000 Penalty: 5426.202148
	Iteration 27Q: 3 clusters Score -4516702 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4516729.500000 Penalty: 5426.202148
	Iteration 28Q: 3 clusters Score -4516730 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4516779.000000 Penalty: 5426.202148
	Iteration 29Q: 3 clusters Score -4516779 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4516818.500000 Penalty: 5426.202148
	Iteration 30Q: 3 clusters Score -4516818 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4516875.000000 Penalty: 5426.202148
	Iteration 31Q: 3 clusters Score -4516875 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4516907.500000 Penalty: 5426.202148
	Iteration 32Q: 3 clusters Score -4516908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4516958.000000 Penalty: 5426.202148
	Iteration 33Q: 3 clusters Score -4516958 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4516981.000000 Penalty: 5426.202148
	Iteration 34Q: 3 clusters Score -4516981 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4516992.000000 Penalty: 5426.202148
	Iteration 35Q: 3 clusters Score -4516992 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4516976.000000 Penalty: 5426.202148
	Iteration 36Q: 3 clusters Score -4516976 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4517005.500000 Penalty: 5426.202148
	Iteration 37Q: 3 clusters Score -4517006 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4517027.000000 Penalty: 5426.202148
	Iteration 38Q: 3 clusters Score -4517027 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4517051.500000 Penalty: 5426.202148
	Iteration 39Q: 3 clusters Score -4517052 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4517053.500000 Penalty: 5426.202148
	Iteration 40F: 3 clusters Score -4517054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4517071.000000 Penalty: 5426.202148
	Iteration 41Q: 3 clusters Score -4517071 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4517093.500000 Penalty: 5426.202148
	Iteration 42Q: 3 clusters Score -4517094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4517097.500000 Penalty: 5426.202148
	Iteration 43Q: 3 clusters Score -4517098 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4517104.000000 Penalty: 5426.202148
	Iteration 44Q: 3 clusters Score -4517104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4517110.000000 Penalty: 5426.202148
	Iteration 45Q: 3 clusters Score -4517110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4517115.000000 Penalty: 5426.202148
	Iteration 46Q: 3 clusters Score -4517115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4517117.000000 Penalty: 5426.202148
	Iteration 47Q: 3 clusters Score -4517117 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4517150.500000 Penalty: 5426.202148
	Iteration 48Q: 3 clusters Score -4517150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4517162.500000 Penalty: 5426.202148
	Iteration 49Q: 3 clusters Score -4517162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4517161.500000 Penalty: 5426.202148
	Iteration 50Q: 3 clusters Score -4517162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4517170.500000 Penalty: 5426.202148
	Iteration 51Q: 3 clusters Score -4517170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4517175.500000 Penalty: 5426.202148
	Iteration 52Q: 3 clusters Score -4517176 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4517177.500000 Penalty: 5426.202148
	Iteration 53Q: 3 clusters Score -4517178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4517188.500000 Penalty: 5426.202148
	Iteration 54Q: 3 clusters Score -4517188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4517206.000000 Penalty: 5426.202148
	Iteration 55Q: 3 clusters Score -4517206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4517211.500000 Penalty: 5426.202148
	Iteration 56Q: 3 clusters Score -4517212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4517214.000000 Penalty: 5426.202148
	Iteration 57Q: 3 clusters Score -4517214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4517228.500000 Penalty: 5426.202148
	Iteration 58Q: 3 clusters Score -4517228 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4517241.500000 Penalty: 5426.202148
	Iteration 59Q: 3 clusters Score -4517242 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4517283.500000 Penalty: 5426.202148
	Iteration 60F: 3 clusters Score -4517284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4517296.000000 Penalty: 5426.202148
	Iteration 61Q: 3 clusters Score -4517296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4517333.000000 Penalty: 5426.202148
	Iteration 62Q: 3 clusters Score -4517333 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4517359.000000 Penalty: 5426.202148
	Iteration 63Q: 3 clusters Score -4517359 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4517381.500000 Penalty: 5426.202148
	Iteration 64Q: 3 clusters Score -4517382 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4517394.000000 Penalty: 5426.202148
	Iteration 65Q: 3 clusters Score -4517394 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4517397.500000 Penalty: 5426.202148
	Iteration 66Q: 3 clusters Score -4517398 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4517455.500000 Penalty: 5426.202148
	Iteration 67Q: 3 clusters Score -4517456 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4517504.500000 Penalty: 5426.202148
	Iteration 68Q: 3 clusters Score -4517504 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4517535.500000 Penalty: 5426.202148
	Iteration 69Q: 3 clusters Score -4517536 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4517589.000000 Penalty: 5426.202148
	Iteration 70Q: 3 clusters Score -4517589 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4517648.000000 Penalty: 5426.202148
	Iteration 71Q: 3 clusters Score -4517648 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4517717.000000 Penalty: 5426.202148
	Iteration 72Q: 3 clusters Score -4517717 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4517795.500000 Penalty: 5426.202148
	Iteration 73Q: 3 clusters Score -4517796 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4517885.500000 Penalty: 5426.202148
	Iteration 74Q: 3 clusters Score -4517886 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4517961.000000 Penalty: 5426.202148
	Iteration 75Q: 3 clusters Score -4517961 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4518036.000000 Penalty: 5426.202148
	Iteration 76Q: 3 clusters Score -4518036 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4518102.500000 Penalty: 5426.202148
	Iteration 77Q: 3 clusters Score -4518102 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4518135.000000 Penalty: 5426.202148
	Iteration 78Q: 3 clusters Score -4518135 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4518194.500000 Penalty: 5426.202148
	Iteration 79Q: 3 clusters Score -4518194 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4518248.000000 Penalty: 5426.202148
	Iteration 80F: 3 clusters Score -4518248 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -4518287.500000 Penalty: 5426.202148
	Iteration 81Q: 3 clusters Score -4518288 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -4518343.500000 Penalty: 5426.202148
	Iteration 82Q: 3 clusters Score -4518344 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4518374.000000 Penalty: 5426.202148
	Iteration 83Q: 3 clusters Score -4518374 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4518405.500000 Penalty: 5426.202148
	Iteration 84Q: 3 clusters Score -4518406 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4518437.000000 Penalty: 5426.202148
	Iteration 85Q: 3 clusters Score -4518437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4518464.000000 Penalty: 5426.202148
	Iteration 86Q: 3 clusters Score -4518464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4518514.500000 Penalty: 5426.202148
	Iteration 87Q: 3 clusters Score -4518514 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -4518559.000000 Penalty: 5426.202148
	Iteration 88Q: 3 clusters Score -4518559 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -4518563.500000 Penalty: 5426.202148
	Iteration 89Q: 3 clusters Score -4518564 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4518600.500000 Penalty: 5426.202148
	Iteration 90Q: 3 clusters Score -4518600 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4518640.500000 Penalty: 5426.202148
	Iteration 91Q: 3 clusters Score -4518640 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4518666.500000 Penalty: 5426.202148
	Iteration 92Q: 3 clusters Score -4518666 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -4518694.000000 Penalty: 5426.202148
	Iteration 93Q: 3 clusters Score -4518694 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -4518746.500000 Penalty: 5426.202148
	Iteration 94Q: 3 clusters Score -4518746 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4518774.000000 Penalty: 5426.202148
	Iteration 95Q: 3 clusters Score -4518774 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -4518823.000000 Penalty: 5426.202148
	Iteration 96Q: 3 clusters Score -4518823 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -4518849.000000 Penalty: 5426.202148
	Iteration 97Q: 3 clusters Score -4518849 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -4518906.500000 Penalty: 5426.202148
	Iteration 98Q: 3 clusters Score -4518906 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -4518933.500000 Penalty: 5426.202148
	Iteration 99Q: 3 clusters Score -4518934 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -4519001.500000 Penalty: 5426.202148
	Iteration 100F: 3 clusters Score -4519002 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4519052.000000 Penalty: 5426.202148
	Iteration 101Q: 3 clusters Score -4519052 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -4519124.000000 Penalty: 5426.202148
	Iteration 102Q: 3 clusters Score -4519124 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4519144.000000 Penalty: 5426.202148
	Iteration 103Q: 3 clusters Score -4519144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -4519200.500000 Penalty: 5426.202148
	Iteration 104Q: 3 clusters Score -4519200 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -4519243.500000 Penalty: 5426.202148
	Iteration 105Q: 3 clusters Score -4519244 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -4519279.500000 Penalty: 5426.202148
	Iteration 106Q: 3 clusters Score -4519280 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -4519311.000000 Penalty: 5426.202148
	Iteration 107Q: 3 clusters Score -4519311 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -4519345.000000 Penalty: 5426.202148
	Iteration 108Q: 3 clusters Score -4519345 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -4519381.000000 Penalty: 5426.202148
	Iteration 109Q: 3 clusters Score -4519381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -4519396.500000 Penalty: 5426.202148
	Iteration 110Q: 3 clusters Score -4519396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -4519417.500000 Penalty: 5426.202148
	Iteration 111Q: 3 clusters Score -4519418 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -4519449.500000 Penalty: 5426.202148
	Iteration 112Q: 3 clusters Score -4519450 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -4519489.000000 Penalty: 5426.202148
	Iteration 113Q: 3 clusters Score -4519489 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -4519529.500000 Penalty: 5426.202148
	Iteration 114Q: 3 clusters Score -4519530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -4519573.000000 Penalty: 5426.202148
	Iteration 115Q: 3 clusters Score -4519573 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -4519603.500000 Penalty: 5426.202148
	Iteration 116Q: 3 clusters Score -4519604 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -4519651.500000 Penalty: 5426.202148
	Iteration 117Q: 3 clusters Score -4519652 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -4519699.000000 Penalty: 5426.202148
	Iteration 118Q: 3 clusters Score -4519699 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -4519754.500000 Penalty: 5426.202148
	Iteration 119Q: 3 clusters Score -4519754 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -4519798.500000 Penalty: 5426.202148
	Iteration 120F: 3 clusters Score -4519798 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -4519887.500000 Penalty: 5426.202148
	Iteration 121Q: 3 clusters Score -4519888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -4519937.000000 Penalty: 5426.202148
	Iteration 122Q: 3 clusters Score -4519937 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -4519995.000000 Penalty: 5426.202148
	Iteration 123Q: 3 clusters Score -4519995 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -4520074.500000 Penalty: 5426.202148
	Iteration 124Q: 3 clusters Score -4520074 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -4520138.000000 Penalty: 5426.202148
	Iteration 125Q: 3 clusters Score -4520138 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -4520166.500000 Penalty: 5426.202148
	Iteration 126Q: 3 clusters Score -4520166 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -4520236.000000 Penalty: 5426.202148
	Iteration 127Q: 3 clusters Score -4520236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -4520285.500000 Penalty: 5426.202148
	Iteration 128Q: 3 clusters Score -4520286 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -4520354.500000 Penalty: 5426.202148
	Iteration 129Q: 3 clusters Score -4520354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -4520444.000000 Penalty: 5426.202148
	Iteration 130Q: 3 clusters Score -4520444 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -4520496.500000 Penalty: 5426.202148
	Iteration 131Q: 3 clusters Score -4520496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -4520559.000000 Penalty: 5426.202148
	Iteration 132Q: 3 clusters Score -4520559 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -4520594.000000 Penalty: 5426.202148
	Iteration 133Q: 3 clusters Score -4520594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -4520664.000000 Penalty: 5426.202148
	Iteration 134Q: 3 clusters Score -4520664 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -4520741.500000 Penalty: 5426.202148
	Iteration 135Q: 3 clusters Score -4520742 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -4520821.500000 Penalty: 5426.202148
	Iteration 136Q: 3 clusters Score -4520822 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -4520870.000000 Penalty: 5426.202148
	Iteration 137Q: 3 clusters Score -4520870 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -4520936.500000 Penalty: 5426.202148
	Iteration 138Q: 3 clusters Score -4520936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -4520976.500000 Penalty: 5426.202148
	Iteration 139Q: 3 clusters Score -4520976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -4521019.000000 Penalty: 5426.202148
	Iteration 140F: 3 clusters Score -4521019 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -4521062.500000 Penalty: 5426.202148
	Iteration 141Q: 3 clusters Score -4521062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -4521097.000000 Penalty: 5426.202148
	Iteration 142Q: 3 clusters Score -4521097 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -4521125.500000 Penalty: 5426.202148
	Iteration 143Q: 3 clusters Score -4521126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -4521155.500000 Penalty: 5426.202148
	Iteration 144Q: 3 clusters Score -4521156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -4521191.500000 Penalty: 5426.202148
	Iteration 145Q: 3 clusters Score -4521192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -4521236.000000 Penalty: 5426.202148
	Iteration 146Q: 3 clusters Score -4521236 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -4521272.500000 Penalty: 5426.202148
	Iteration 147Q: 3 clusters Score -4521272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -4521288.000000 Penalty: 5426.202148
	Iteration 148Q: 3 clusters Score -4521288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -4521317.500000 Penalty: 5426.202148
	Iteration 149Q: 3 clusters Score -4521318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -4521334.500000 Penalty: 5426.202148
	Iteration 150Q: 3 clusters Score -4521334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -4521339.000000 Penalty: 5426.202148
	Iteration 151Q: 3 clusters Score -4521339 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -4521357.500000 Penalty: 5426.202148
	Iteration 152Q: 3 clusters Score -4521358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -4521363.500000 Penalty: 5426.202148
	Iteration 153Q: 3 clusters Score -4521364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -4521382.000000 Penalty: 5426.202148
	Iteration 154Q: 3 clusters Score -4521382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -4521384.500000 Penalty: 5426.202148
	Iteration 155Q: 3 clusters Score -4521384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -4521402.000000 Penalty: 5426.202148
	Iteration 156Q: 3 clusters Score -4521402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -4521414.500000 Penalty: 5426.202148
	Iteration 157Q: 3 clusters Score -4521414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -4521419.000000 Penalty: 5426.202148
	Iteration 158Q: 3 clusters Score -4521419 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -4521427.000000 Penalty: 5426.202148
	Iteration 159Q: 3 clusters Score -4521427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -4521441.000000 Penalty: 5426.202148
	Iteration 160F: 3 clusters Score -4521441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -4521459.500000 Penalty: 5426.202148
	Iteration 161Q: 3 clusters Score -4521460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -4521465.500000 Penalty: 5426.202148
	Iteration 162Q: 3 clusters Score -4521466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -4521465.500000 Penalty: 5426.202148
	Iteration 163Q: 3 clusters Score -4521466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -4521475.500000 Penalty: 5426.202148
	Iteration 164Q: 3 clusters Score -4521476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -4521478.000000 Penalty: 5426.202148
	Iteration 165Q: 3 clusters Score -4521478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -4521488.000000 Penalty: 5426.202148
	Iteration 166Q: 3 clusters Score -4521488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -4521501.500000 Penalty: 5426.202148
	Iteration 167Q: 3 clusters Score -4521502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -4521496.500000 Penalty: 5426.202148
	Iteration 168Q: 3 clusters Score -4521496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -4521500.500000 Penalty: 5426.202148
	Iteration 169Q: 3 clusters Score -4521500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -4521505.000000 Penalty: 5426.202148
	Iteration 170Q: 3 clusters Score -4521505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -4521505.000000 Penalty: 5426.202148
	Iteration 171Q: 3 clusters Score -4521505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -4521507.000000 Penalty: 5426.202148
	Iteration 172Q: 3 clusters Score -4521507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -4521505.000000 Penalty: 5426.202148
	Iteration 173Q: 3 clusters Score -4521505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -4521509.500000 Penalty: 5426.202148
	Iteration 174Q: 3 clusters Score -4521510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -4521511.000000 Penalty: 5426.202148
	Iteration 175Q: 3 clusters Score -4521511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -4521510.000000 Penalty: 5426.202148
	Iteration 176Q: 3 clusters Score -4521510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -4521510.500000 Penalty: 5426.202148
	Iteration 177Q: 3 clusters Score -4521510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -4521507.500000 Penalty: 5426.202148
	Iteration 178Q: 3 clusters Score -4521508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -4521507.500000 Penalty: 5426.202148
	Iteration 179Q: 3 clusters Score -4521508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -4521501.500000 Penalty: 5426.202148
	Iteration 180F: 3 clusters Score -4521502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -4521503.000000 Penalty: 5426.202148
	Iteration 181Q: 3 clusters Score -4521503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -4521503.000000 Penalty: 5426.202148
	Iteration 182F: 3 clusters Score -4521503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -189523.125000 Penalty: 1928.788696
	Iteration 0F: 2 clusters Score -189523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186652.875000 Penalty: 3857.577393
	Iteration 0F: 3 clusters Score -186652.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -187216.375000 Penalty: 3857.577393
	Iteration 1F: 3 clusters Score -187216.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -187383.703125 Penalty: 3857.577393
	Iteration 2F: 3 clusters Score -187383.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -187560.343750 Penalty: 3857.577393
	Iteration 3F: 3 clusters Score -187560.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -187718.078125 Penalty: 3857.577393
	Iteration 4F: 3 clusters Score -187718.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -187846.812500 Penalty: 3857.577393
	Iteration 5Q: 3 clusters Score -187846.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187949.234375 Penalty: 3857.577393
	Iteration 6Q: 3 clusters Score -187949.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188034.531250 Penalty: 3857.577393
	Iteration 7Q: 3 clusters Score -188034.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -188116.390625 Penalty: 3857.577393
	Iteration 8Q: 3 clusters Score -188116.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -188188.671875 Penalty: 3857.577393
	Iteration 9Q: 3 clusters Score -188188.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188265.671875 Penalty: 3857.577393
	Iteration 10Q: 3 clusters Score -188265.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188321.250000 Penalty: 3857.577393
	Iteration 11Q: 3 clusters Score -188321.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -188353.890625 Penalty: 3857.577393
	Iteration 12Q: 3 clusters Score -188353.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -188373.750000 Penalty: 3857.577393
	Iteration 13Q: 3 clusters Score -188373.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -188389.750000 Penalty: 3857.577393
	Iteration 14Q: 3 clusters Score -188389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -188408.328125 Penalty: 3857.577393
	Iteration 15Q: 3 clusters Score -188408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188433.765625 Penalty: 3857.577393
	Iteration 16Q: 3 clusters Score -188433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188453.843750 Penalty: 3857.577393
	Iteration 17Q: 3 clusters Score -188453.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188481.890625 Penalty: 3857.577393
	Iteration 18Q: 3 clusters Score -188481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -188501.828125 Penalty: 3857.577393
	Iteration 19Q: 3 clusters Score -188501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188521.421875 Penalty: 3857.577393
	Iteration 20F: 3 clusters Score -188521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -188532.484375 Penalty: 3857.577393
	Iteration 21Q: 3 clusters Score -188532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188540.796875 Penalty: 3857.577393
	Iteration 22Q: 3 clusters Score -188540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188547.312500 Penalty: 3857.577393
	Iteration 23Q: 3 clusters Score -188547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188550.656250 Penalty: 3857.577393
	Iteration 24Q: 3 clusters Score -188550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188554.375000 Penalty: 3857.577393
	Iteration 25Q: 3 clusters Score -188554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188555.687500 Penalty: 3857.577393
	Iteration 26Q: 3 clusters Score -188555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -188557.437500 Penalty: 3857.577393
	Iteration 27Q: 3 clusters Score -188557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188558.562500 Penalty: 3857.577393
	Iteration 28Q: 3 clusters Score -188558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188558.562500 Penalty: 3857.577393
	Iteration 29F: 3 clusters Score -188558.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -230049.234375 Penalty: 1989.108643
	Iteration 0F: 2 clusters Score -230049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -226843.406250 Penalty: 3978.217285
	Iteration 0F: 3 clusters Score -226843.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -227655.390625 Penalty: 3978.217285
	Iteration 1F: 3 clusters Score -227655.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -228097.828125 Penalty: 3978.217285
	Iteration 2F: 3 clusters Score -228097.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -228509.203125 Penalty: 3978.217285
	Iteration 3F: 3 clusters Score -228509.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -229024.156250 Penalty: 3978.217285
	Iteration 4F: 3 clusters Score -229024.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -229722.609375 Penalty: 3978.217285
	Iteration 5F: 3 clusters Score -229722.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -230244.187500 Penalty: 3978.217285
	Iteration 6F: 3 clusters Score -230244.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -230609.328125 Penalty: 3978.217285
	Iteration 7Q: 3 clusters Score -230609.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -230928.546875 Penalty: 3978.217285
	Iteration 8Q: 3 clusters Score -230928.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -231221.828125 Penalty: 3978.217285
	Iteration 9Q: 3 clusters Score -231221.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231283.968750 Penalty: 3978.217285
	Iteration 10Q: 3 clusters Score -231284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -231305.734375 Penalty: 3978.217285
	Iteration 11Q: 3 clusters Score -231305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231306.421875 Penalty: 3978.217285
	Iteration 12Q: 3 clusters Score -231306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231306.421875 Penalty: 3978.217285
	Iteration 13F: 3 clusters Score -231306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10683 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11860 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38577 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 1641 members 
Entering Unmasked Estep 
Score: -51173292.000000 Penalty: 176084.062500
Splitting cluster 3 changes total score from -51173412.000000 to -51173292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Entering Unmasked Estep 
Score: -1275019.375000 Penalty: 2394.064697
	Iteration 0F: 2 clusters Score -1275019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1263757.625000 Penalty: 4788.129395
	Iteration 0F: 3 clusters Score -1263758 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1267258.875000 Penalty: 4788.129395
	Iteration 1F: 3 clusters Score -1267259 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1267625.250000 Penalty: 4788.129395
	Iteration 2F: 3 clusters Score -1267625 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1267931.500000 Penalty: 4788.129395
	Iteration 3Q: 3 clusters Score -1267932 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1268171.875000 Penalty: 4788.129395
	Iteration 4Q: 3 clusters Score -1268172 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1268370.250000 Penalty: 4788.129395
	Iteration 5Q: 3 clusters Score -1268370 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1268579.000000 Penalty: 4788.129395
	Iteration 6Q: 3 clusters Score -1268579 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1268793.625000 Penalty: 4788.129395
	Iteration 7Q: 3 clusters Score -1268794 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1269052.500000 Penalty: 4788.129395
	Iteration 8Q: 3 clusters Score -1269052 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1269351.500000 Penalty: 4788.129395
	Iteration 9Q: 3 clusters Score -1269352 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1269707.250000 Penalty: 4788.129395
	Iteration 10Q: 3 clusters Score -1269707 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1270145.875000 Penalty: 4788.129395
	Iteration 11Q: 3 clusters Score -1270146 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1270670.750000 Penalty: 4788.129395
	Iteration 12Q: 3 clusters Score -1270671 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1271157.125000 Penalty: 4788.129395
	Iteration 13Q: 3 clusters Score -1271157 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1271535.500000 Penalty: 4788.129395
	Iteration 14Q: 3 clusters Score -1271536 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1271860.000000 Penalty: 4788.129395
	Iteration 15Q: 3 clusters Score -1271860 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1272140.125000 Penalty: 4788.129395
	Iteration 16Q: 3 clusters Score -1272140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1272350.250000 Penalty: 4788.129395
	Iteration 17Q: 3 clusters Score -1272350 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1272495.000000 Penalty: 4788.129395
	Iteration 18Q: 3 clusters Score -1272495 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1272613.500000 Penalty: 4788.129395
	Iteration 19Q: 3 clusters Score -1272614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1272710.750000 Penalty: 4788.129395
	Iteration 20F: 3 clusters Score -1272711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1272778.750000 Penalty: 4788.129395
	Iteration 21Q: 3 clusters Score -1272779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1272835.750000 Penalty: 4788.129395
	Iteration 22Q: 3 clusters Score -1272836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1272886.750000 Penalty: 4788.129395
	Iteration 23Q: 3 clusters Score -1272887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1272931.500000 Penalty: 4788.129395
	Iteration 24Q: 3 clusters Score -1272932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1272960.500000 Penalty: 4788.129395
	Iteration 25Q: 3 clusters Score -1272960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1272979.500000 Penalty: 4788.129395
	Iteration 26Q: 3 clusters Score -1272980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1272991.500000 Penalty: 4788.129395
	Iteration 27Q: 3 clusters Score -1272992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1273004.000000 Penalty: 4788.129395
	Iteration 28Q: 3 clusters Score -1273004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1273018.250000 Penalty: 4788.129395
	Iteration 29Q: 3 clusters Score -1273018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1273027.625000 Penalty: 4788.129395
	Iteration 30Q: 3 clusters Score -1273028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1273032.500000 Penalty: 4788.129395
	Iteration 31Q: 3 clusters Score -1273032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1273040.625000 Penalty: 4788.129395
	Iteration 32Q: 3 clusters Score -1273041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1273049.250000 Penalty: 4788.129395
	Iteration 33Q: 3 clusters Score -1273049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1273049.000000 Penalty: 4788.129395
	Iteration 34Q: 3 clusters Score -1273049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1273053.125000 Penalty: 4788.129395
	Iteration 35Q: 3 clusters Score -1273053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1273053.750000 Penalty: 4788.129395
	Iteration 36Q: 3 clusters Score -1273054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1273055.375000 Penalty: 4788.129395
	Iteration 37Q: 3 clusters Score -1273055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1273057.500000 Penalty: 4788.129395
	Iteration 38Q: 3 clusters Score -1273058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1273059.500000 Penalty: 4788.129395
	Iteration 39Q: 3 clusters Score -1273060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1273060.500000 Penalty: 4788.129395
	Iteration 40F: 3 clusters Score -1273060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1273061.875000 Penalty: 4788.129395
	Iteration 41Q: 3 clusters Score -1273062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1273063.500000 Penalty: 4788.129395
	Iteration 42Q: 3 clusters Score -1273064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1273065.500000 Penalty: 4788.129395
	Iteration 43Q: 3 clusters Score -1273066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1273066.375000 Penalty: 4788.129395
	Iteration 44Q: 3 clusters Score -1273066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1273070.500000 Penalty: 4788.129395
	Iteration 45Q: 3 clusters Score -1273070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1273070.375000 Penalty: 4788.129395
	Iteration 46Q: 3 clusters Score -1273070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1273070.375000 Penalty: 4788.129395
	Iteration 47F: 3 clusters Score -1273070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Entering Unmasked Estep 
Score: -1769646.750000 Penalty: 2478.220703
	Iteration 0F: 2 clusters Score -1769647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1754381.375000 Penalty: 4956.441406
	Iteration 0F: 3 clusters Score -1754381 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1759601.000000 Penalty: 4956.441406
	Iteration 1F: 3 clusters Score -1759601 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1760067.625000 Penalty: 4956.441406
	Iteration 2F: 3 clusters Score -1760068 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1760488.500000 Penalty: 4956.441406
	Iteration 3Q: 3 clusters Score -1760488 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1760874.750000 Penalty: 4956.441406
	Iteration 4Q: 3 clusters Score -1760875 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1761263.125000 Penalty: 4956.441406
	Iteration 5Q: 3 clusters Score -1761263 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1761619.500000 Penalty: 4956.441406
	Iteration 6Q: 3 clusters Score -1761620 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1761938.375000 Penalty: 4956.441406
	Iteration 7Q: 3 clusters Score -1761938 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1762199.250000 Penalty: 4956.441406
	Iteration 8Q: 3 clusters Score -1762199 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1762434.250000 Penalty: 4956.441406
	Iteration 9Q: 3 clusters Score -1762434 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1762621.625000 Penalty: 4956.441406
	Iteration 10Q: 3 clusters Score -1762622 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1762782.750000 Penalty: 4956.441406
	Iteration 11Q: 3 clusters Score -1762783 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1762914.000000 Penalty: 4956.441406
	Iteration 12Q: 3 clusters Score -1762914 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1763034.125000 Penalty: 4956.441406
	Iteration 13Q: 3 clusters Score -1763034 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1763140.375000 Penalty: 4956.441406
	Iteration 14Q: 3 clusters Score -1763140 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1763205.375000 Penalty: 4956.441406
	Iteration 15Q: 3 clusters Score -1763205 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1763287.875000 Penalty: 4956.441406
	Iteration 16Q: 3 clusters Score -1763288 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1763363.875000 Penalty: 4956.441406
	Iteration 17Q: 3 clusters Score -1763364 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1763452.125000 Penalty: 4956.441406
	Iteration 18Q: 3 clusters Score -1763452 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1763537.750000 Penalty: 4956.441406
	Iteration 19Q: 3 clusters Score -1763538 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1763665.250000 Penalty: 4956.441406
	Iteration 20F: 3 clusters Score -1763665 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1763817.875000 Penalty: 4956.441406
	Iteration 21Q: 3 clusters Score -1763818 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1764018.875000 Penalty: 4956.441406
	Iteration 22Q: 3 clusters Score -1764019 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1764283.750000 Penalty: 4956.441406
	Iteration 23Q: 3 clusters Score -1764284 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1764623.625000 Penalty: 4956.441406
	Iteration 24Q: 3 clusters Score -1764624 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1765008.875000 Penalty: 4956.441406
	Iteration 25Q: 3 clusters Score -1765009 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1765437.625000 Penalty: 4956.441406
	Iteration 26Q: 3 clusters Score -1765438 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1765883.750000 Penalty: 4956.441406
	Iteration 27Q: 3 clusters Score -1765884 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1766251.125000 Penalty: 4956.441406
	Iteration 28Q: 3 clusters Score -1766251 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1766565.625000 Penalty: 4956.441406
	Iteration 29Q: 3 clusters Score -1766566 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1766823.750000 Penalty: 4956.441406
	Iteration 30Q: 3 clusters Score -1766824 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1767003.625000 Penalty: 4956.441406
	Iteration 31Q: 3 clusters Score -1767004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1767146.250000 Penalty: 4956.441406
	Iteration 32Q: 3 clusters Score -1767146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1767236.500000 Penalty: 4956.441406
	Iteration 33Q: 3 clusters Score -1767236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1767290.750000 Penalty: 4956.441406
	Iteration 34Q: 3 clusters Score -1767291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1767333.500000 Penalty: 4956.441406
	Iteration 35Q: 3 clusters Score -1767334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1767358.250000 Penalty: 4956.441406
	Iteration 36Q: 3 clusters Score -1767358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1767381.000000 Penalty: 4956.441406
	Iteration 37Q: 3 clusters Score -1767381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1767398.875000 Penalty: 4956.441406
	Iteration 38Q: 3 clusters Score -1767399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1767408.875000 Penalty: 4956.441406
	Iteration 39Q: 3 clusters Score -1767409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1767416.250000 Penalty: 4956.441406
	Iteration 40F: 3 clusters Score -1767416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1767425.000000 Penalty: 4956.441406
	Iteration 41Q: 3 clusters Score -1767425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1767427.750000 Penalty: 4956.441406
	Iteration 42Q: 3 clusters Score -1767428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1767429.625000 Penalty: 4956.441406
	Iteration 43Q: 3 clusters Score -1767430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1767434.250000 Penalty: 4956.441406
	Iteration 44Q: 3 clusters Score -1767434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1767438.750000 Penalty: 4956.441406
	Iteration 45Q: 3 clusters Score -1767439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1767440.000000 Penalty: 4956.441406
	Iteration 46Q: 3 clusters Score -1767440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1767441.125000 Penalty: 4956.441406
	Iteration 47Q: 3 clusters Score -1767441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1767438.750000 Penalty: 4956.441406
	Iteration 48Q: 3 clusters Score -1767439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1767438.750000 Penalty: 4956.441406
	Iteration 49F: 3 clusters Score -1767439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Entering Unmasked Estep 
Score: -821721.000000 Penalty: 2283.643066
	Iteration 0F: 2 clusters Score -821721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -814015.250000 Penalty: 4567.286133
	Iteration 0F: 3 clusters Score -814015.2 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -816264.062500 Penalty: 4567.286133
	Iteration 1F: 3 clusters Score -816264.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -816638.000000 Penalty: 4567.286133
	Iteration 2F: 3 clusters Score -816638 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -816961.250000 Penalty: 4567.286133
	Iteration 3F: 3 clusters Score -816961.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -817356.062500 Penalty: 4567.286133
	Iteration 4F: 3 clusters Score -817356.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -817867.250000 Penalty: 4567.286133
	Iteration 5F: 3 clusters Score -817867.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -818401.125000 Penalty: 4567.286133
	Iteration 6F: 3 clusters Score -818401.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -819055.125000 Penalty: 4567.286133
	Iteration 7F: 3 clusters Score -819055.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -819724.875000 Penalty: 4567.286133
	Iteration 8F: 3 clusters Score -819724.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -820227.625000 Penalty: 4567.286133
	Iteration 9F: 3 clusters Score -820227.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -820684.375000 Penalty: 4567.286133
	Iteration 10F: 3 clusters Score -820684.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -821054.812500 Penalty: 4567.286133
	Iteration 11F: 3 clusters Score -821054.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -821313.687500 Penalty: 4567.286133
	Iteration 12Q: 3 clusters Score -821313.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -821486.125000 Penalty: 4567.286133
	Iteration 13Q: 3 clusters Score -821486.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -821638.500000 Penalty: 4567.286133
	Iteration 14Q: 3 clusters Score -821638.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -821740.312500 Penalty: 4567.286133
	Iteration 15Q: 3 clusters Score -821740.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -821815.375000 Penalty: 4567.286133
	Iteration 16Q: 3 clusters Score -821815.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -821870.625000 Penalty: 4567.286133
	Iteration 17Q: 3 clusters Score -821870.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -821914.562500 Penalty: 4567.286133
	Iteration 18Q: 3 clusters Score -821914.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -821950.750000 Penalty: 4567.286133
	Iteration 19Q: 3 clusters Score -821950.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -821975.375000 Penalty: 4567.286133
	Iteration 20F: 3 clusters Score -821975.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -821991.187500 Penalty: 4567.286133
	Iteration 21Q: 3 clusters Score -821991.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -822012.250000 Penalty: 4567.286133
	Iteration 22Q: 3 clusters Score -822012.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -822020.312500 Penalty: 4567.286133
	Iteration 23Q: 3 clusters Score -822020.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -822029.812500 Penalty: 4567.286133
	Iteration 24Q: 3 clusters Score -822029.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -822039.687500 Penalty: 4567.286133
	Iteration 25Q: 3 clusters Score -822039.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -822048.375000 Penalty: 4567.286133
	Iteration 26Q: 3 clusters Score -822048.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -822059.250000 Penalty: 4567.286133
	Iteration 27Q: 3 clusters Score -822059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -822063.250000 Penalty: 4567.286133
	Iteration 28Q: 3 clusters Score -822063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -822069.375000 Penalty: 4567.286133
	Iteration 29Q: 3 clusters Score -822069.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -822073.375000 Penalty: 4567.286133
	Iteration 30Q: 3 clusters Score -822073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -822076.187500 Penalty: 4567.286133
	Iteration 31Q: 3 clusters Score -822076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -822078.062500 Penalty: 4567.286133
	Iteration 32Q: 3 clusters Score -822078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -822078.375000 Penalty: 4567.286133
	Iteration 33Q: 3 clusters Score -822078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -822077.312500 Penalty: 4567.286133
	Iteration 34Q: 3 clusters Score -822077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -822077.312500 Penalty: 4567.286133
	Iteration 35F: 3 clusters Score -822077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 2427 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10683 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11860 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38577 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 7552 members 
Entering Unmasked Estep 
Score: -51172604.000000 Penalty: 176084.062500
Splitting cluster 6 changes total score from -51173412.000000 to -51172604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -778586.625000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -778586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -771028.250000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -771028.2 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -773249.937500 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -773249.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -773600.187500 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -773600.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -773890.875000 Penalty: 4555.567871
	Iteration 3F: 3 clusters Score -773890.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -774207.750000 Penalty: 4555.567871
	Iteration 4F: 3 clusters Score -774207.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -774634.000000 Penalty: 4555.567871
	Iteration 5F: 3 clusters Score -774634 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -775204.500000 Penalty: 4555.567871
	Iteration 6F: 3 clusters Score -775204.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -775886.500000 Penalty: 4555.567871
	Iteration 7F: 3 clusters Score -775886.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -776542.687500 Penalty: 4555.567871
	Iteration 8F: 3 clusters Score -776542.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -776933.937500 Penalty: 4555.567871
	Iteration 9Q: 3 clusters Score -776933.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -777145.375000 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -777145.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -777261.250000 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -777261.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -777337.875000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -777337.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -777369.812500 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -777369.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -777394.875000 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -777394.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -777406.187500 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -777406.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -777412.437500 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -777412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -777415.937500 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -777415.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -777420.250000 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -777420.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -777426.312500 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -777426.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -777432.312500 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -777432.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -777433.187500 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -777433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -777434.562500 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -777434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -777436.250000 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -777436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -777436.437500 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -777436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -777436.625000 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -777436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -777438.250000 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -777438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -777438.312500 Penalty: 4555.567871
	Iteration 27Q: 3 clusters Score -777438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -777440.375000 Penalty: 4555.567871
	Iteration 28Q: 3 clusters Score -777440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -777439.937500 Penalty: 4555.567871
	Iteration 29Q: 3 clusters Score -777439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -777439.937500 Penalty: 4555.567871
	Iteration 30F: 3 clusters Score -777439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -548925.500000 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -548925.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -543306.750000 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -543306.8 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -544767.250000 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -544767.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -545085.125000 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -545085.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -545374.750000 Penalty: 4376.456543
	Iteration 3F: 3 clusters Score -545374.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -545741.437500 Penalty: 4376.456543
	Iteration 4F: 3 clusters Score -545741.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -546111.562500 Penalty: 4376.456543
	Iteration 5F: 3 clusters Score -546111.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -546481.187500 Penalty: 4376.456543
	Iteration 6F: 3 clusters Score -546481.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -546884.500000 Penalty: 4376.456543
	Iteration 7F: 3 clusters Score -546884.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -547285.312500 Penalty: 4376.456543
	Iteration 8F: 3 clusters Score -547285.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -547606.500000 Penalty: 4376.456543
	Iteration 9F: 3 clusters Score -547606.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -547871.500000 Penalty: 4376.456543
	Iteration 10Q: 3 clusters Score -547871.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -548034.125000 Penalty: 4376.456543
	Iteration 11Q: 3 clusters Score -548034.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -548151.625000 Penalty: 4376.456543
	Iteration 12Q: 3 clusters Score -548151.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -548251.375000 Penalty: 4376.456543
	Iteration 13Q: 3 clusters Score -548251.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -548374.187500 Penalty: 4376.456543
	Iteration 14Q: 3 clusters Score -548374.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -548483.062500 Penalty: 4376.456543
	Iteration 15Q: 3 clusters Score -548483.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -548544.437500 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -548544.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -548573.687500 Penalty: 4376.456543
	Iteration 17Q: 3 clusters Score -548573.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -548596.687500 Penalty: 4376.456543
	Iteration 18Q: 3 clusters Score -548596.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -548611.500000 Penalty: 4376.456543
	Iteration 19Q: 3 clusters Score -548611.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -548624.125000 Penalty: 4376.456543
	Iteration 20F: 3 clusters Score -548624.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -548634.812500 Penalty: 4376.456543
	Iteration 21Q: 3 clusters Score -548634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -548642.500000 Penalty: 4376.456543
	Iteration 22Q: 3 clusters Score -548642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -548650.062500 Penalty: 4376.456543
	Iteration 23Q: 3 clusters Score -548650.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -548658.062500 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -548658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -548661.562500 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -548661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -548665.312500 Penalty: 4376.456543
	Iteration 26Q: 3 clusters Score -548665.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -548669.250000 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -548669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -548673.687500 Penalty: 4376.456543
	Iteration 28Q: 3 clusters Score -548673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -548674.250000 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -548674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -548680.062500 Penalty: 4376.456543
	Iteration 30Q: 3 clusters Score -548680.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -548689.062500 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -548689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -548702.312500 Penalty: 4376.456543
	Iteration 32Q: 3 clusters Score -548702.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -548710.625000 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -548710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -548718.875000 Penalty: 4376.456543
	Iteration 34Q: 3 clusters Score -548718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -548722.437500 Penalty: 4376.456543
	Iteration 35Q: 3 clusters Score -548722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -548723.375000 Penalty: 4376.456543
	Iteration 36Q: 3 clusters Score -548723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -548724.187500 Penalty: 4376.456543
	Iteration 37Q: 3 clusters Score -548724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -548725.062500 Penalty: 4376.456543
	Iteration 38Q: 3 clusters Score -548725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -548726.812500 Penalty: 4376.456543
	Iteration 39Q: 3 clusters Score -548726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -548725.000000 Penalty: 4376.456543
	Iteration 40F: 3 clusters Score -548725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -115947.210938 Penalty: 1890.056396
	Iteration 0F: 2 clusters Score -115947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -113445.148438 Penalty: 3780.112793
	Iteration 0F: 3 clusters Score -113445.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -114228.218750 Penalty: 3780.112793
	Iteration 1F: 3 clusters Score -114228.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -114616.203125 Penalty: 3780.112793
	Iteration 2F: 3 clusters Score -114616.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -114926.929688 Penalty: 3780.112793
	Iteration 3F: 3 clusters Score -114926.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -115193.601562 Penalty: 3780.112793
	Iteration 4F: 3 clusters Score -115193.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115337.593750 Penalty: 3780.112793
	Iteration 5F: 3 clusters Score -115337.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -115417.335938 Penalty: 3780.112793
	Iteration 6Q: 3 clusters Score -115417.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -115443.460938 Penalty: 3780.112793
	Iteration 7Q: 3 clusters Score -115443.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -115458.507812 Penalty: 3780.112793
	Iteration 8Q: 3 clusters Score -115458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115470.218750 Penalty: 3780.112793
	Iteration 9Q: 3 clusters Score -115470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115485.125000 Penalty: 3780.112793
	Iteration 10Q: 3 clusters Score -115485.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115496.968750 Penalty: 3780.112793
	Iteration 11Q: 3 clusters Score -115497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -115503.375000 Penalty: 3780.112793
	Iteration 12Q: 3 clusters Score -115503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -115510.757812 Penalty: 3780.112793
	Iteration 13Q: 3 clusters Score -115510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -115518.632812 Penalty: 3780.112793
	Iteration 14Q: 3 clusters Score -115518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -115528.812500 Penalty: 3780.112793
	Iteration 15Q: 3 clusters Score -115528.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -115536.523438 Penalty: 3780.112793
	Iteration 16Q: 3 clusters Score -115536.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -115555.875000 Penalty: 3780.112793
	Iteration 17Q: 3 clusters Score -115555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -115566.484375 Penalty: 3780.112793
	Iteration 18Q: 3 clusters Score -115566.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -115579.492188 Penalty: 3780.112793
	Iteration 19Q: 3 clusters Score -115579.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -115587.414062 Penalty: 3780.112793
	Iteration 20F: 3 clusters Score -115587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -115592.367188 Penalty: 3780.112793
	Iteration 21Q: 3 clusters Score -115592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -115594.882812 Penalty: 3780.112793
	Iteration 22Q: 3 clusters Score -115594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -115597.187500 Penalty: 3780.112793
	Iteration 23Q: 3 clusters Score -115597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -115599.914062 Penalty: 3780.112793
	Iteration 24Q: 3 clusters Score -115599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -115602.031250 Penalty: 3780.112793
	Iteration 25Q: 3 clusters Score -115602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -115603.843750 Penalty: 3780.112793
	Iteration 26Q: 3 clusters Score -115603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -115604.828125 Penalty: 3780.112793
	Iteration 27Q: 3 clusters Score -115604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -115608.742188 Penalty: 3780.112793
	Iteration 28Q: 3 clusters Score -115608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -115612.070312 Penalty: 3780.112793
	Iteration 29Q: 3 clusters Score -115612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -115613.773438 Penalty: 3780.112793
	Iteration 30Q: 3 clusters Score -115613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -115614.226562 Penalty: 3780.112793
	Iteration 31Q: 3 clusters Score -115614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -115615.859375 Penalty: 3780.112793
	Iteration 32Q: 3 clusters Score -115615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -115619.515625 Penalty: 3780.112793
	Iteration 33Q: 3 clusters Score -115619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -115623.359375 Penalty: 3780.112793
	Iteration 34Q: 3 clusters Score -115623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -115624.781250 Penalty: 3780.112793
	Iteration 35Q: 3 clusters Score -115624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -115626.000000 Penalty: 3780.112793
	Iteration 36Q: 3 clusters Score -115626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -115626.703125 Penalty: 3780.112793
	Iteration 37Q: 3 clusters Score -115626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -115626.703125 Penalty: 3780.112793
	Iteration 38F: 3 clusters Score -115626.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Entering Unmasked Estep 
Score: -811014.312500 Penalty: 2281.069824
	Iteration 0F: 2 clusters Score -811014.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -803364.375000 Penalty: 4562.139648
	Iteration 0F: 3 clusters Score -803364.4 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -805489.375000 Penalty: 4562.139648
	Iteration 1F: 3 clusters Score -805489.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -805782.000000 Penalty: 4562.139648
	Iteration 2F: 3 clusters Score -805782 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -806016.187500 Penalty: 4562.139648
	Iteration 3F: 3 clusters Score -806016.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -806194.062500 Penalty: 4562.139648
	Iteration 4Q: 3 clusters Score -806194.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -806334.062500 Penalty: 4562.139648
	Iteration 5Q: 3 clusters Score -806334.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -806461.687500 Penalty: 4562.139648
	Iteration 6Q: 3 clusters Score -806461.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -806582.937500 Penalty: 4562.139648
	Iteration 7Q: 3 clusters Score -806582.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -806713.625000 Penalty: 4562.139648
	Iteration 8Q: 3 clusters Score -806713.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -806874.000000 Penalty: 4562.139648
	Iteration 9Q: 3 clusters Score -806874 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -807067.187500 Penalty: 4562.139648
	Iteration 10Q: 3 clusters Score -807067.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -807263.187500 Penalty: 4562.139648
	Iteration 11Q: 3 clusters Score -807263.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -807495.937500 Penalty: 4562.139648
	Iteration 12Q: 3 clusters Score -807495.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -807761.437500 Penalty: 4562.139648
	Iteration 13Q: 3 clusters Score -807761.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -808009.375000 Penalty: 4562.139648
	Iteration 14Q: 3 clusters Score -808009.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -808220.437500 Penalty: 4562.139648
	Iteration 15Q: 3 clusters Score -808220.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -808396.125000 Penalty: 4562.139648
	Iteration 16Q: 3 clusters Score -808396.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -808517.000000 Penalty: 4562.139648
	Iteration 17Q: 3 clusters Score -808517 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -808613.187500 Penalty: 4562.139648
	Iteration 18Q: 3 clusters Score -808613.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -808712.750000 Penalty: 4562.139648
	Iteration 19Q: 3 clusters Score -808712.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -808853.125000 Penalty: 4562.139648
	Iteration 20F: 3 clusters Score -808853.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -809060.500000 Penalty: 4562.139648
	Iteration 21Q: 3 clusters Score -809060.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -809366.687500 Penalty: 4562.139648
	Iteration 22Q: 3 clusters Score -809366.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -809669.187500 Penalty: 4562.139648
	Iteration 23Q: 3 clusters Score -809669.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -809888.937500 Penalty: 4562.139648
	Iteration 24Q: 3 clusters Score -809888.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -810011.625000 Penalty: 4562.139648
	Iteration 25Q: 3 clusters Score -810011.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -810083.062500 Penalty: 4562.139648
	Iteration 26Q: 3 clusters Score -810083.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -810141.000000 Penalty: 4562.139648
	Iteration 27Q: 3 clusters Score -810141 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -810182.437500 Penalty: 4562.139648
	Iteration 28Q: 3 clusters Score -810182.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -810223.562500 Penalty: 4562.139648
	Iteration 29Q: 3 clusters Score -810223.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -810258.375000 Penalty: 4562.139648
	Iteration 30Q: 3 clusters Score -810258.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -810285.625000 Penalty: 4562.139648
	Iteration 31Q: 3 clusters Score -810285.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -810311.000000 Penalty: 4562.139648
	Iteration 32Q: 3 clusters Score -810311 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -810329.875000 Penalty: 4562.139648
	Iteration 33Q: 3 clusters Score -810329.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -810348.500000 Penalty: 4562.139648
	Iteration 34Q: 3 clusters Score -810348.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -810365.125000 Penalty: 4562.139648
	Iteration 35Q: 3 clusters Score -810365.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -810388.000000 Penalty: 4562.139648
	Iteration 36Q: 3 clusters Score -810388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -810402.062500 Penalty: 4562.139648
	Iteration 37Q: 3 clusters Score -810402.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -810414.250000 Penalty: 4562.139648
	Iteration 38Q: 3 clusters Score -810414.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -810430.812500 Penalty: 4562.139648
	Iteration 39Q: 3 clusters Score -810430.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -810458.375000 Penalty: 4562.139648
	Iteration 40F: 3 clusters Score -810458.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -810481.625000 Penalty: 4562.139648
	Iteration 41Q: 3 clusters Score -810481.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -810509.375000 Penalty: 4562.139648
	Iteration 42Q: 3 clusters Score -810509.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -810554.250000 Penalty: 4562.139648
	Iteration 43Q: 3 clusters Score -810554.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -810614.875000 Penalty: 4562.139648
	Iteration 44Q: 3 clusters Score -810614.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -810689.875000 Penalty: 4562.139648
	Iteration 45Q: 3 clusters Score -810689.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -810806.437500 Penalty: 4562.139648
	Iteration 46Q: 3 clusters Score -810806.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -810964.875000 Penalty: 4562.139648
	Iteration 47Q: 3 clusters Score -810964.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -811147.500000 Penalty: 4562.139648
	Iteration 48Q: 3 clusters Score -811147.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -811278.500000 Penalty: 4562.139648
	Iteration 49Q: 3 clusters Score -811278.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -811351.250000 Penalty: 4562.139648
	Iteration 50Q: 3 clusters Score -811351.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -811385.687500 Penalty: 4562.139648
	Iteration 51Q: 3 clusters Score -811385.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -811399.375000 Penalty: 4562.139648
	Iteration 52Q: 3 clusters Score -811399.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -811410.250000 Penalty: 4562.139648
	Iteration 53Q: 3 clusters Score -811410.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -811412.437500 Penalty: 4562.139648
	Iteration 54Q: 3 clusters Score -811412.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -811413.937500 Penalty: 4562.139648
	Iteration 55Q: 3 clusters Score -811413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -811414.437500 Penalty: 4562.139648
	Iteration 56Q: 3 clusters Score -811414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -811415.625000 Penalty: 4562.139648
	Iteration 57Q: 3 clusters Score -811415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -811413.687500 Penalty: 4562.139648
	Iteration 58Q: 3 clusters Score -811413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -811416.812500 Penalty: 4562.139648
	Iteration 59Q: 3 clusters Score -811416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -811427.250000 Penalty: 4562.139648
	Iteration 60F: 3 clusters Score -811427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -811431.937500 Penalty: 4562.139648
	Iteration 61Q: 3 clusters Score -811431.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -811432.875000 Penalty: 4562.139648
	Iteration 62Q: 3 clusters Score -811432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -811433.187500 Penalty: 4562.139648
	Iteration 63Q: 3 clusters Score -811433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -811431.375000 Penalty: 4562.139648
	Iteration 64Q: 3 clusters Score -811431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -811431.375000 Penalty: 4562.139648
	Iteration 65F: 3 clusters Score -811431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10683 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11860 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38577 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 4504 members 
Entering Unmasked Estep 
Score: -51172604.000000 Penalty: 176084.062500
Splitting cluster 10 changes total score from -51173412.000000 to -51172604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (55003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Entering Unmasked Estep 
Score: -4425632.000000 Penalty: 2706.955566
	Iteration 0F: 2 clusters Score -4425632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4388607.500000 Penalty: 5413.911133
	Iteration 0F: 3 clusters Score -4388608 nChanged 25441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4402648.500000 Penalty: 5413.911133
	Iteration 1F: 3 clusters Score -4402648 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4403405.500000 Penalty: 5413.911133
	Iteration 2Q: 3 clusters Score -4403406 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4404288.000000 Penalty: 5413.911133
	Iteration 3Q: 3 clusters Score -4404288 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4405316.500000 Penalty: 5413.911133
	Iteration 4Q: 3 clusters Score -4405316 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4406642.500000 Penalty: 5413.911133
	Iteration 5Q: 3 clusters Score -4406642 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4408446.000000 Penalty: 5413.911133
	Iteration 6F: 3 clusters Score -4408446 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -4410734.500000 Penalty: 5413.911133
	Iteration 7F: 3 clusters Score -4410734 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -4413192.500000 Penalty: 5413.911133
	Iteration 8F: 3 clusters Score -4413192 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -4415418.500000 Penalty: 5413.911133
	Iteration 9F: 3 clusters Score -4415418 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -4417322.500000 Penalty: 5413.911133
	Iteration 10Q: 3 clusters Score -4417322 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -4418769.500000 Penalty: 5413.911133
	Iteration 11Q: 3 clusters Score -4418770 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -4419932.000000 Penalty: 5413.911133
	Iteration 12Q: 3 clusters Score -4419932 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4420915.000000 Penalty: 5413.911133
	Iteration 13Q: 3 clusters Score -4420915 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -4421665.500000 Penalty: 5413.911133
	Iteration 14Q: 3 clusters Score -4421666 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -4422231.500000 Penalty: 5413.911133
	Iteration 15Q: 3 clusters Score -4422232 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -4422581.500000 Penalty: 5413.911133
	Iteration 16Q: 3 clusters Score -4422582 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -4422887.500000 Penalty: 5413.911133
	Iteration 17Q: 3 clusters Score -4422888 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -4423071.000000 Penalty: 5413.911133
	Iteration 18Q: 3 clusters Score -4423071 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -4423208.500000 Penalty: 5413.911133
	Iteration 19Q: 3 clusters Score -4423208 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -4423287.000000 Penalty: 5413.911133
	Iteration 20F: 3 clusters Score -4423287 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -4423357.000000 Penalty: 5413.911133
	Iteration 21Q: 3 clusters Score -4423357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -4423416.500000 Penalty: 5413.911133
	Iteration 22Q: 3 clusters Score -4423416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -4423457.000000 Penalty: 5413.911133
	Iteration 23Q: 3 clusters Score -4423457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -4423491.000000 Penalty: 5413.911133
	Iteration 24Q: 3 clusters Score -4423491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -4423505.000000 Penalty: 5413.911133
	Iteration 25Q: 3 clusters Score -4423505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -4423516.000000 Penalty: 5413.911133
	Iteration 26Q: 3 clusters Score -4423516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -4423526.500000 Penalty: 5413.911133
	Iteration 27Q: 3 clusters Score -4423526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -4423539.500000 Penalty: 5413.911133
	Iteration 28Q: 3 clusters Score -4423540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -4423554.000000 Penalty: 5413.911133
	Iteration 29Q: 3 clusters Score -4423554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -4423560.500000 Penalty: 5413.911133
	Iteration 30Q: 3 clusters Score -4423560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -4423565.500000 Penalty: 5413.911133
	Iteration 31Q: 3 clusters Score -4423566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -4423573.000000 Penalty: 5413.911133
	Iteration 32Q: 3 clusters Score -4423573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -4423587.000000 Penalty: 5413.911133
	Iteration 33Q: 3 clusters Score -4423587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -4423595.000000 Penalty: 5413.911133
	Iteration 34Q: 3 clusters Score -4423595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -4423597.000000 Penalty: 5413.911133
	Iteration 35Q: 3 clusters Score -4423597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -4423597.000000 Penalty: 5413.911133
	Iteration 36Q: 3 clusters Score -4423597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -4423602.000000 Penalty: 5413.911133
	Iteration 37Q: 3 clusters Score -4423602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -4423600.000000 Penalty: 5413.911133
	Iteration 38Q: 3 clusters Score -4423600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -4423607.500000 Penalty: 5413.911133
	Iteration 39Q: 3 clusters Score -4423608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -4423612.500000 Penalty: 5413.911133
	Iteration 40F: 3 clusters Score -4423612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -4423618.000000 Penalty: 5413.911133
	Iteration 41Q: 3 clusters Score -4423618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -4423621.500000 Penalty: 5413.911133
	Iteration 42Q: 3 clusters Score -4423622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -4423624.000000 Penalty: 5413.911133
	Iteration 43Q: 3 clusters Score -4423624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -4423627.500000 Penalty: 5413.911133
	Iteration 44Q: 3 clusters Score -4423628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -4423631.500000 Penalty: 5413.911133
	Iteration 45Q: 3 clusters Score -4423632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -4423633.000000 Penalty: 5413.911133
	Iteration 46Q: 3 clusters Score -4423633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -4423635.000000 Penalty: 5413.911133
	Iteration 47Q: 3 clusters Score -4423635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -4423635.000000 Penalty: 5413.911133
	Iteration 48Q: 3 clusters Score -4423635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -4423633.500000 Penalty: 5413.911133
	Iteration 49Q: 3 clusters Score -4423634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -4423635.500000 Penalty: 5413.911133
	Iteration 50Q: 3 clusters Score -4423636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -4423637.000000 Penalty: 5413.911133
	Iteration 51Q: 3 clusters Score -4423637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -4423638.000000 Penalty: 5413.911133
	Iteration 52Q: 3 clusters Score -4423638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -4423640.500000 Penalty: 5413.911133
	Iteration 53Q: 3 clusters Score -4423640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -4423643.000000 Penalty: 5413.911133
	Iteration 54Q: 3 clusters Score -4423643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -4423643.000000 Penalty: 5413.911133
	Iteration 55F: 3 clusters Score -4423643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -771316.812500 Penalty: 2304.898682
	Iteration 0F: 2 clusters Score -771316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -763113.312500 Penalty: 4609.797363
	Iteration 0F: 3 clusters Score -763113.3 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -765854.062500 Penalty: 4609.797363
	Iteration 1F: 3 clusters Score -765854.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -766500.812500 Penalty: 4609.797363
	Iteration 2F: 3 clusters Score -766500.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -767023.812500 Penalty: 4609.797363
	Iteration 3F: 3 clusters Score -767023.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -767476.187500 Penalty: 4609.797363
	Iteration 4F: 3 clusters Score -767476.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -767876.937500 Penalty: 4609.797363
	Iteration 5F: 3 clusters Score -767876.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -768276.000000 Penalty: 4609.797363
	Iteration 6F: 3 clusters Score -768276 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -768702.937500 Penalty: 4609.797363
	Iteration 7F: 3 clusters Score -768702.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -769135.812500 Penalty: 4609.797363
	Iteration 8Q: 3 clusters Score -769135.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -769474.625000 Penalty: 4609.797363
	Iteration 9Q: 3 clusters Score -769474.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -769755.312500 Penalty: 4609.797363
	Iteration 10Q: 3 clusters Score -769755.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -769944.250000 Penalty: 4609.797363
	Iteration 11Q: 3 clusters Score -769944.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -770079.062500 Penalty: 4609.797363
	Iteration 12Q: 3 clusters Score -770079.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -770196.562500 Penalty: 4609.797363
	Iteration 13Q: 3 clusters Score -770196.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -770294.687500 Penalty: 4609.797363
	Iteration 14Q: 3 clusters Score -770294.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -770354.937500 Penalty: 4609.797363
	Iteration 15Q: 3 clusters Score -770354.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -770405.625000 Penalty: 4609.797363
	Iteration 16Q: 3 clusters Score -770405.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -770445.625000 Penalty: 4609.797363
	Iteration 17Q: 3 clusters Score -770445.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -770485.437500 Penalty: 4609.797363
	Iteration 18Q: 3 clusters Score -770485.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -770533.375000 Penalty: 4609.797363
	Iteration 19Q: 3 clusters Score -770533.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -770570.687500 Penalty: 4609.797363
	Iteration 20F: 3 clusters Score -770570.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -770592.437500 Penalty: 4609.797363
	Iteration 21Q: 3 clusters Score -770592.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -770608.812500 Penalty: 4609.797363
	Iteration 22Q: 3 clusters Score -770608.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -770622.062500 Penalty: 4609.797363
	Iteration 23Q: 3 clusters Score -770622.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -770632.062500 Penalty: 4609.797363
	Iteration 24Q: 3 clusters Score -770632.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -770638.562500 Penalty: 4609.797363
	Iteration 25Q: 3 clusters Score -770638.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -770648.000000 Penalty: 4609.797363
	Iteration 26Q: 3 clusters Score -770648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -770652.437500 Penalty: 4609.797363
	Iteration 27Q: 3 clusters Score -770652.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -770658.500000 Penalty: 4609.797363
	Iteration 28Q: 3 clusters Score -770658.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -770660.500000 Penalty: 4609.797363
	Iteration 29Q: 3 clusters Score -770660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -770660.437500 Penalty: 4609.797363
	Iteration 30Q: 3 clusters Score -770660.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -770660.500000 Penalty: 4609.797363
	Iteration 31Q: 3 clusters Score -770660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -770664.625000 Penalty: 4609.797363
	Iteration 32Q: 3 clusters Score -770664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -770666.000000 Penalty: 4609.797363
	Iteration 33Q: 3 clusters Score -770666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -770666.937500 Penalty: 4609.797363
	Iteration 34Q: 3 clusters Score -770666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -770667.437500 Penalty: 4609.797363
	Iteration 35Q: 3 clusters Score -770667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -770667.312500 Penalty: 4609.797363
	Iteration 36Q: 3 clusters Score -770667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -770668.187500 Penalty: 4609.797363
	Iteration 37Q: 3 clusters Score -770668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -770669.312500 Penalty: 4609.797363
	Iteration 38Q: 3 clusters Score -770669.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -770669.312500 Penalty: 4609.797363
	Iteration 39F: 3 clusters Score -770669.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -125381.617188 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -125381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -123050.140625 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -123050.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -123507.531250 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -123507.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -123672.593750 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -123672.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -123810.515625 Penalty: 3670.404785
	Iteration 3F: 3 clusters Score -123810.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -123888.093750 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -123888.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123943.039062 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -123943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124014.203125 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -124014.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124104.710938 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -124104.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124189.250000 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -124189.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124241.015625 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -124241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -124291.554688 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -124291.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -124334.945312 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -124334.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124355.757812 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -124355.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -124367.820312 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -124367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124377.960938 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -124378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124385.921875 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -124385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -124391.015625 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -124391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124395.609375 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -124395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124397.320312 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -124397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -124398.195312 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -124398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -124401.671875 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -124401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -124403.898438 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -124403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -124406.554688 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -124406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -124406.554688 Penalty: 3670.404785
	Iteration 23F: 3 clusters Score -124406.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Entering Unmasked Estep 
Score: -1758457.500000 Penalty: 2474.323242
	Iteration 0F: 2 clusters Score -1758458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1743375.125000 Penalty: 4948.646484
	Iteration 0F: 3 clusters Score -1743375 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1748350.875000 Penalty: 4948.646484
	Iteration 1F: 3 clusters Score -1748351 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1748859.375000 Penalty: 4948.646484
	Iteration 2F: 3 clusters Score -1748859 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1749351.000000 Penalty: 4948.646484
	Iteration 3F: 3 clusters Score -1749351 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1749830.500000 Penalty: 4948.646484
	Iteration 4Q: 3 clusters Score -1749830 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1750298.750000 Penalty: 4948.646484
	Iteration 5Q: 3 clusters Score -1750299 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1750808.375000 Penalty: 4948.646484
	Iteration 6Q: 3 clusters Score -1750808 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1751315.500000 Penalty: 4948.646484
	Iteration 7Q: 3 clusters Score -1751316 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1751781.250000 Penalty: 4948.646484
	Iteration 8Q: 3 clusters Score -1751781 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1752189.625000 Penalty: 4948.646484
	Iteration 9Q: 3 clusters Score -1752190 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1752621.000000 Penalty: 4948.646484
	Iteration 10Q: 3 clusters Score -1752621 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1753076.125000 Penalty: 4948.646484
	Iteration 11Q: 3 clusters Score -1753076 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1753506.625000 Penalty: 4948.646484
	Iteration 12Q: 3 clusters Score -1753507 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1753873.250000 Penalty: 4948.646484
	Iteration 13Q: 3 clusters Score -1753873 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1754139.000000 Penalty: 4948.646484
	Iteration 14Q: 3 clusters Score -1754139 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1754351.500000 Penalty: 4948.646484
	Iteration 15Q: 3 clusters Score -1754352 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1754528.250000 Penalty: 4948.646484
	Iteration 16Q: 3 clusters Score -1754528 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1754685.625000 Penalty: 4948.646484
	Iteration 17Q: 3 clusters Score -1754686 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1754816.375000 Penalty: 4948.646484
	Iteration 18Q: 3 clusters Score -1754816 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1754930.875000 Penalty: 4948.646484
	Iteration 19Q: 3 clusters Score -1754931 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1755043.500000 Penalty: 4948.646484
	Iteration 20F: 3 clusters Score -1755044 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1755149.625000 Penalty: 4948.646484
	Iteration 21Q: 3 clusters Score -1755150 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1755251.000000 Penalty: 4948.646484
	Iteration 22Q: 3 clusters Score -1755251 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1755365.000000 Penalty: 4948.646484
	Iteration 23Q: 3 clusters Score -1755365 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1755495.500000 Penalty: 4948.646484
	Iteration 24Q: 3 clusters Score -1755496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1755611.625000 Penalty: 4948.646484
	Iteration 25Q: 3 clusters Score -1755612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1755726.000000 Penalty: 4948.646484
	Iteration 26Q: 3 clusters Score -1755726 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1755828.125000 Penalty: 4948.646484
	Iteration 27Q: 3 clusters Score -1755828 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1755927.250000 Penalty: 4948.646484
	Iteration 28Q: 3 clusters Score -1755927 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1755998.250000 Penalty: 4948.646484
	Iteration 29Q: 3 clusters Score -1755998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1756066.250000 Penalty: 4948.646484
	Iteration 30Q: 3 clusters Score -1756066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1756135.625000 Penalty: 4948.646484
	Iteration 31Q: 3 clusters Score -1756136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1756200.625000 Penalty: 4948.646484
	Iteration 32Q: 3 clusters Score -1756201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1756266.000000 Penalty: 4948.646484
	Iteration 33Q: 3 clusters Score -1756266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1756313.125000 Penalty: 4948.646484
	Iteration 34Q: 3 clusters Score -1756313 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1756356.125000 Penalty: 4948.646484
	Iteration 35Q: 3 clusters Score -1756356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1756387.625000 Penalty: 4948.646484
	Iteration 36Q: 3 clusters Score -1756388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -1756415.500000 Penalty: 4948.646484
	Iteration 37Q: 3 clusters Score -1756416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1756440.750000 Penalty: 4948.646484
	Iteration 38Q: 3 clusters Score -1756441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -1756461.875000 Penalty: 4948.646484
	Iteration 39Q: 3 clusters Score -1756462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1756479.875000 Penalty: 4948.646484
	Iteration 40F: 3 clusters Score -1756480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1756500.875000 Penalty: 4948.646484
	Iteration 41Q: 3 clusters Score -1756501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1756518.500000 Penalty: 4948.646484
	Iteration 42Q: 3 clusters Score -1756518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1756532.375000 Penalty: 4948.646484
	Iteration 43Q: 3 clusters Score -1756532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1756550.000000 Penalty: 4948.646484
	Iteration 44Q: 3 clusters Score -1756550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -1756556.250000 Penalty: 4948.646484
	Iteration 45Q: 3 clusters Score -1756556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1756566.875000 Penalty: 4948.646484
	Iteration 46Q: 3 clusters Score -1756567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1756571.625000 Penalty: 4948.646484
	Iteration 47Q: 3 clusters Score -1756572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -1756579.500000 Penalty: 4948.646484
	Iteration 48Q: 3 clusters Score -1756580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1756580.750000 Penalty: 4948.646484
	Iteration 49Q: 3 clusters Score -1756581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -1756584.250000 Penalty: 4948.646484
	Iteration 50Q: 3 clusters Score -1756584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1756585.125000 Penalty: 4948.646484
	Iteration 51Q: 3 clusters Score -1756585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1756589.125000 Penalty: 4948.646484
	Iteration 52Q: 3 clusters Score -1756589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -1756591.750000 Penalty: 4948.646484
	Iteration 53Q: 3 clusters Score -1756592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1756593.000000 Penalty: 4948.646484
	Iteration 54Q: 3 clusters Score -1756593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1756593.500000 Penalty: 4948.646484
	Iteration 55Q: 3 clusters Score -1756594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1756595.375000 Penalty: 4948.646484
	Iteration 56Q: 3 clusters Score -1756595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -1756594.750000 Penalty: 4948.646484
	Iteration 57Q: 3 clusters Score -1756595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1756598.250000 Penalty: 4948.646484
	Iteration 58Q: 3 clusters Score -1756598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -1756598.250000 Penalty: 4948.646484
	Iteration 59Q: 3 clusters Score -1756598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -1756598.375000 Penalty: 4948.646484
	Iteration 60F: 3 clusters Score -1756598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1756599.125000 Penalty: 4948.646484
	Iteration 61Q: 3 clusters Score -1756599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1756600.000000 Penalty: 4948.646484
	Iteration 62Q: 3 clusters Score -1756600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1756600.500000 Penalty: 4948.646484
	Iteration 63Q: 3 clusters Score -1756600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -1756601.875000 Penalty: 4948.646484
	Iteration 64Q: 3 clusters Score -1756602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1756607.375000 Penalty: 4948.646484
	Iteration 65Q: 3 clusters Score -1756607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1756607.375000 Penalty: 4948.646484
	Iteration 66F: 3 clusters Score -1756607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -512009.875000 Penalty: 2207.336182
	Iteration 0F: 2 clusters Score -512009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -506110.968750 Penalty: 4414.672363
	Iteration 0F: 3 clusters Score -506111 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -508049.750000 Penalty: 4414.672363
	Iteration 1F: 3 clusters Score -508049.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -508737.375000 Penalty: 4414.672363
	Iteration 2F: 3 clusters Score -508737.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -509342.375000 Penalty: 4414.672363
	Iteration 3F: 3 clusters Score -509342.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -509845.906250 Penalty: 4414.672363
	Iteration 4F: 3 clusters Score -509845.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -510242.781250 Penalty: 4414.672363
	Iteration 5F: 3 clusters Score -510242.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -510530.000000 Penalty: 4414.672363
	Iteration 6F: 3 clusters Score -510530 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -510721.406250 Penalty: 4414.672363
	Iteration 7Q: 3 clusters Score -510721.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -510887.406250 Penalty: 4414.672363
	Iteration 8Q: 3 clusters Score -510887.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -511008.000000 Penalty: 4414.672363
	Iteration 9Q: 3 clusters Score -511008 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -511083.718750 Penalty: 4414.672363
	Iteration 10Q: 3 clusters Score -511083.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -511140.250000 Penalty: 4414.672363
	Iteration 11Q: 3 clusters Score -511140.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -511180.781250 Penalty: 4414.672363
	Iteration 12Q: 3 clusters Score -511180.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -511211.437500 Penalty: 4414.672363
	Iteration 13Q: 3 clusters Score -511211.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -511247.000000 Penalty: 4414.672363
	Iteration 14Q: 3 clusters Score -511247 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -511282.875000 Penalty: 4414.672363
	Iteration 15Q: 3 clusters Score -511282.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -511316.156250 Penalty: 4414.672363
	Iteration 16Q: 3 clusters Score -511316.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -511341.375000 Penalty: 4414.672363
	Iteration 17Q: 3 clusters Score -511341.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -511362.375000 Penalty: 4414.672363
	Iteration 18Q: 3 clusters Score -511362.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -511381.156250 Penalty: 4414.672363
	Iteration 19Q: 3 clusters Score -511381.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -511399.218750 Penalty: 4414.672363
	Iteration 20F: 3 clusters Score -511399.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -511413.312500 Penalty: 4414.672363
	Iteration 21Q: 3 clusters Score -511413.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -511423.875000 Penalty: 4414.672363
	Iteration 22Q: 3 clusters Score -511423.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -511433.750000 Penalty: 4414.672363
	Iteration 23Q: 3 clusters Score -511433.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -511443.812500 Penalty: 4414.672363
	Iteration 24Q: 3 clusters Score -511443.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -511451.687500 Penalty: 4414.672363
	Iteration 25Q: 3 clusters Score -511451.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -511464.218750 Penalty: 4414.672363
	Iteration 26Q: 3 clusters Score -511464.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -511478.718750 Penalty: 4414.672363
	Iteration 27Q: 3 clusters Score -511478.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -511492.531250 Penalty: 4414.672363
	Iteration 28Q: 3 clusters Score -511492.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -511498.781250 Penalty: 4414.672363
	Iteration 29Q: 3 clusters Score -511498.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -511505.906250 Penalty: 4414.672363
	Iteration 30Q: 3 clusters Score -511505.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -511514.031250 Penalty: 4414.672363
	Iteration 31Q: 3 clusters Score -511514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -511518.250000 Penalty: 4414.672363
	Iteration 32Q: 3 clusters Score -511518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -511525.218750 Penalty: 4414.672363
	Iteration 33Q: 3 clusters Score -511525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -511526.843750 Penalty: 4414.672363
	Iteration 34Q: 3 clusters Score -511526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -511529.218750 Penalty: 4414.672363
	Iteration 35Q: 3 clusters Score -511529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -511533.687500 Penalty: 4414.672363
	Iteration 36Q: 3 clusters Score -511533.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -511536.281250 Penalty: 4414.672363
	Iteration 37Q: 3 clusters Score -511536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -511537.406250 Penalty: 4414.672363
	Iteration 38Q: 3 clusters Score -511537.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -511542.500000 Penalty: 4414.672363
	Iteration 39Q: 3 clusters Score -511542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -511545.437500 Penalty: 4414.672363
	Iteration 40F: 3 clusters Score -511545.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -511550.656250 Penalty: 4414.672363
	Iteration 41Q: 3 clusters Score -511550.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -511554.625000 Penalty: 4414.672363
	Iteration 42Q: 3 clusters Score -511554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -511561.875000 Penalty: 4414.672363
	Iteration 43Q: 3 clusters Score -511561.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -511565.281250 Penalty: 4414.672363
	Iteration 44Q: 3 clusters Score -511565.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -511570.562500 Penalty: 4414.672363
	Iteration 45Q: 3 clusters Score -511570.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -511575.750000 Penalty: 4414.672363
	Iteration 46Q: 3 clusters Score -511575.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -511585.906250 Penalty: 4414.672363
	Iteration 47Q: 3 clusters Score -511585.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -511594.656250 Penalty: 4414.672363
	Iteration 48Q: 3 clusters Score -511594.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -511599.218750 Penalty: 4414.672363
	Iteration 49Q: 3 clusters Score -511599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -511603.593750 Penalty: 4414.672363
	Iteration 50Q: 3 clusters Score -511603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -511605.093750 Penalty: 4414.672363
	Iteration 51Q: 3 clusters Score -511605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -511606.312500 Penalty: 4414.672363
	Iteration 52Q: 3 clusters Score -511606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -511608.093750 Penalty: 4414.672363
	Iteration 53Q: 3 clusters Score -511608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -511609.812500 Penalty: 4414.672363
	Iteration 54Q: 3 clusters Score -511609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -511610.968750 Penalty: 4414.672363
	Iteration 55Q: 3 clusters Score -511611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -511612.750000 Penalty: 4414.672363
	Iteration 56Q: 3 clusters Score -511612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -511614.281250 Penalty: 4414.672363
	Iteration 57Q: 3 clusters Score -511614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -511615.250000 Penalty: 4414.672363
	Iteration 58Q: 3 clusters Score -511615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -511616.343750 Penalty: 4414.672363
	Iteration 59Q: 3 clusters Score -511616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -511617.093750 Penalty: 4414.672363
	Iteration 60F: 3 clusters Score -511617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -511617.031250 Penalty: 4414.672363
	Iteration 61Q: 3 clusters Score -511617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -511618.906250 Penalty: 4414.672363
	Iteration 62Q: 3 clusters Score -511618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -511618.968750 Penalty: 4414.672363
	Iteration 63Q: 3 clusters Score -511619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -511619.906250 Penalty: 4414.672363
	Iteration 64Q: 3 clusters Score -511619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -511621.312500 Penalty: 4414.672363
	Iteration 65Q: 3 clusters Score -511621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -511621.312500 Penalty: 4414.672363
	Iteration 66F: 3 clusters Score -511621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Entering Unmasked Estep 
Score: -847828.937500 Penalty: 2292.624023
	Iteration 0F: 2 clusters Score -847828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -840021.750000 Penalty: 4585.248047
	Iteration 0F: 3 clusters Score -840021.8 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -842180.187500 Penalty: 4585.248047
	Iteration 1F: 3 clusters Score -842180.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -842502.562500 Penalty: 4585.248047
	Iteration 2F: 3 clusters Score -842502.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -842747.937500 Penalty: 4585.248047
	Iteration 3F: 3 clusters Score -842747.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -842963.937500 Penalty: 4585.248047
	Iteration 4Q: 3 clusters Score -842963.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -843173.375000 Penalty: 4585.248047
	Iteration 5Q: 3 clusters Score -843173.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -843409.125000 Penalty: 4585.248047
	Iteration 6Q: 3 clusters Score -843409.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -843653.187500 Penalty: 4585.248047
	Iteration 7Q: 3 clusters Score -843653.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -843905.937500 Penalty: 4585.248047
	Iteration 8Q: 3 clusters Score -843905.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -844158.500000 Penalty: 4585.248047
	Iteration 9Q: 3 clusters Score -844158.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -844412.562500 Penalty: 4585.248047
	Iteration 10Q: 3 clusters Score -844412.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -844619.875000 Penalty: 4585.248047
	Iteration 11Q: 3 clusters Score -844619.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -844780.937500 Penalty: 4585.248047
	Iteration 12Q: 3 clusters Score -844780.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -844888.375000 Penalty: 4585.248047
	Iteration 13Q: 3 clusters Score -844888.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -844966.812500 Penalty: 4585.248047
	Iteration 14Q: 3 clusters Score -844966.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -845037.312500 Penalty: 4585.248047
	Iteration 15Q: 3 clusters Score -845037.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -845084.000000 Penalty: 4585.248047
	Iteration 16Q: 3 clusters Score -845084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -845120.812500 Penalty: 4585.248047
	Iteration 17Q: 3 clusters Score -845120.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -845148.125000 Penalty: 4585.248047
	Iteration 18Q: 3 clusters Score -845148.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -845164.937500 Penalty: 4585.248047
	Iteration 19Q: 3 clusters Score -845164.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -845173.312500 Penalty: 4585.248047
	Iteration 20F: 3 clusters Score -845173.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -845182.687500 Penalty: 4585.248047
	Iteration 21Q: 3 clusters Score -845182.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -845187.187500 Penalty: 4585.248047
	Iteration 22Q: 3 clusters Score -845187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -845188.500000 Penalty: 4585.248047
	Iteration 23Q: 3 clusters Score -845188.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -845193.250000 Penalty: 4585.248047
	Iteration 24Q: 3 clusters Score -845193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -845195.562500 Penalty: 4585.248047
	Iteration 25Q: 3 clusters Score -845195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -845197.000000 Penalty: 4585.248047
	Iteration 26Q: 3 clusters Score -845197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -845197.187500 Penalty: 4585.248047
	Iteration 27Q: 3 clusters Score -845197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -845201.125000 Penalty: 4585.248047
	Iteration 28Q: 3 clusters Score -845201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -845198.875000 Penalty: 4585.248047
	Iteration 29Q: 3 clusters Score -845198.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -845203.875000 Penalty: 4585.248047
	Iteration 30Q: 3 clusters Score -845203.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -845203.125000 Penalty: 4585.248047
	Iteration 31Q: 3 clusters Score -845203.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -845202.812500 Penalty: 4585.248047
	Iteration 32Q: 3 clusters Score -845202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -845204.187500 Penalty: 4585.248047
	Iteration 33Q: 3 clusters Score -845204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -845203.937500 Penalty: 4585.248047
	Iteration 34Q: 3 clusters Score -845203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -845204.937500 Penalty: 4585.248047
	Iteration 35Q: 3 clusters Score -845204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -845206.875000 Penalty: 4585.248047
	Iteration 36Q: 3 clusters Score -845206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -845206.375000 Penalty: 4585.248047
	Iteration 37Q: 3 clusters Score -845206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -845206.562500 Penalty: 4585.248047
	Iteration 38Q: 3 clusters Score -845206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -845209.187500 Penalty: 4585.248047
	Iteration 39Q: 3 clusters Score -845209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -845210.562500 Penalty: 4585.248047
	Iteration 40F: 3 clusters Score -845210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -845211.312500 Penalty: 4585.248047
	Iteration 41Q: 3 clusters Score -845211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -845211.250000 Penalty: 4585.248047
	Iteration 42Q: 3 clusters Score -845211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -845209.937500 Penalty: 4585.248047
	Iteration 43Q: 3 clusters Score -845209.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -845210.375000 Penalty: 4585.248047
	Iteration 44Q: 3 clusters Score -845210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -845211.375000 Penalty: 4585.248047
	Iteration 45Q: 3 clusters Score -845211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -845213.125000 Penalty: 4585.248047
	Iteration 46Q: 3 clusters Score -845213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -845213.437500 Penalty: 4585.248047
	Iteration 47Q: 3 clusters Score -845213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -845214.937500 Penalty: 4585.248047
	Iteration 48Q: 3 clusters Score -845214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -845213.875000 Penalty: 4585.248047
	Iteration 49Q: 3 clusters Score -845213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -845214.437500 Penalty: 4585.248047
	Iteration 50Q: 3 clusters Score -845214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -845215.687500 Penalty: 4585.248047
	Iteration 51Q: 3 clusters Score -845215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -845213.875000 Penalty: 4585.248047
	Iteration 52Q: 3 clusters Score -845213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -845214.500000 Penalty: 4585.248047
	Iteration 53Q: 3 clusters Score -845214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -845217.500000 Penalty: 4585.248047
	Iteration 54Q: 3 clusters Score -845217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -845219.125000 Penalty: 4585.248047
	Iteration 55Q: 3 clusters Score -845219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -845218.687500 Penalty: 4585.248047
	Iteration 56Q: 3 clusters Score -845218.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -845219.062500 Penalty: 4585.248047
	Iteration 57Q: 3 clusters Score -845219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -845220.375000 Penalty: 4585.248047
	Iteration 58Q: 3 clusters Score -845220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -845220.812500 Penalty: 4585.248047
	Iteration 59Q: 3 clusters Score -845220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -845222.000000 Penalty: 4585.248047
	Iteration 60F: 3 clusters Score -845222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -845221.937500 Penalty: 4585.248047
	Iteration 61Q: 3 clusters Score -845221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -845220.812500 Penalty: 4585.248047
	Iteration 62Q: 3 clusters Score -845220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -845221.500000 Penalty: 4585.248047
	Iteration 63Q: 3 clusters Score -845221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -845221.062500 Penalty: 4585.248047
	Iteration 64Q: 3 clusters Score -845221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -845222.437500 Penalty: 4585.248047
	Iteration 65Q: 3 clusters Score -845222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -845223.625000 Penalty: 4585.248047
	Iteration 66Q: 3 clusters Score -845223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -845223.625000 Penalty: 4585.248047
	Iteration 67Q: 3 clusters Score -845223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -845225.125000 Penalty: 4585.248047
	Iteration 68Q: 3 clusters Score -845225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -845225.125000 Penalty: 4585.248047
	Iteration 69F: 3 clusters Score -845225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Entering Unmasked Estep 
Score: -2012685.875000 Penalty: 2504.922119
	Iteration 0F: 2 clusters Score -2012686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1995769.625000 Penalty: 5009.844238
	Iteration 0F: 3 clusters Score -1995770 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2001611.750000 Penalty: 5009.844238
	Iteration 1F: 3 clusters Score -2001612 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2002017.125000 Penalty: 5009.844238
	Iteration 2Q: 3 clusters Score -2002017 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2002351.875000 Penalty: 5009.844238
	Iteration 3Q: 3 clusters Score -2002352 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2002632.875000 Penalty: 5009.844238
	Iteration 4Q: 3 clusters Score -2002633 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2002955.000000 Penalty: 5009.844238
	Iteration 5Q: 3 clusters Score -2002955 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2003309.750000 Penalty: 5009.844238
	Iteration 6Q: 3 clusters Score -2003310 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2003772.750000 Penalty: 5009.844238
	Iteration 7Q: 3 clusters Score -2003773 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2004324.875000 Penalty: 5009.844238
	Iteration 8Q: 3 clusters Score -2004325 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2005069.000000 Penalty: 5009.844238
	Iteration 9Q: 3 clusters Score -2005069 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2005981.375000 Penalty: 5009.844238
	Iteration 10F: 3 clusters Score -2005981 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2006970.875000 Penalty: 5009.844238
	Iteration 11F: 3 clusters Score -2006971 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2007938.000000 Penalty: 5009.844238
	Iteration 12Q: 3 clusters Score -2007938 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2008745.375000 Penalty: 5009.844238
	Iteration 13Q: 3 clusters Score -2008745 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2009373.125000 Penalty: 5009.844238
	Iteration 14Q: 3 clusters Score -2009373 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2009812.500000 Penalty: 5009.844238
	Iteration 15Q: 3 clusters Score -2009812 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2010078.000000 Penalty: 5009.844238
	Iteration 16Q: 3 clusters Score -2010078 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2010250.750000 Penalty: 5009.844238
	Iteration 17Q: 3 clusters Score -2010251 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2010382.750000 Penalty: 5009.844238
	Iteration 18Q: 3 clusters Score -2010383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2010483.750000 Penalty: 5009.844238
	Iteration 19Q: 3 clusters Score -2010484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2010533.375000 Penalty: 5009.844238
	Iteration 20F: 3 clusters Score -2010533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2010574.500000 Penalty: 5009.844238
	Iteration 21Q: 3 clusters Score -2010574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2010599.875000 Penalty: 5009.844238
	Iteration 22Q: 3 clusters Score -2010600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2010621.625000 Penalty: 5009.844238
	Iteration 23Q: 3 clusters Score -2010622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2010638.125000 Penalty: 5009.844238
	Iteration 24Q: 3 clusters Score -2010638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2010649.250000 Penalty: 5009.844238
	Iteration 25Q: 3 clusters Score -2010649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2010659.875000 Penalty: 5009.844238
	Iteration 26Q: 3 clusters Score -2010660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2010670.375000 Penalty: 5009.844238
	Iteration 27Q: 3 clusters Score -2010670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2010682.375000 Penalty: 5009.844238
	Iteration 28Q: 3 clusters Score -2010682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2010689.250000 Penalty: 5009.844238
	Iteration 29Q: 3 clusters Score -2010689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2010696.625000 Penalty: 5009.844238
	Iteration 30Q: 3 clusters Score -2010697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2010703.625000 Penalty: 5009.844238
	Iteration 31Q: 3 clusters Score -2010704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2010711.250000 Penalty: 5009.844238
	Iteration 32Q: 3 clusters Score -2010711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2010713.250000 Penalty: 5009.844238
	Iteration 33Q: 3 clusters Score -2010713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2010715.000000 Penalty: 5009.844238
	Iteration 34Q: 3 clusters Score -2010715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2010716.375000 Penalty: 5009.844238
	Iteration 35Q: 3 clusters Score -2010716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2010719.375000 Penalty: 5009.844238
	Iteration 36Q: 3 clusters Score -2010719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -2010720.375000 Penalty: 5009.844238
	Iteration 37Q: 3 clusters Score -2010720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2010719.375000 Penalty: 5009.844238
	Iteration 38Q: 3 clusters Score -2010719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2010719.375000 Penalty: 5009.844238
	Iteration 39F: 3 clusters Score -2010719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -1309395.625000 Penalty: 2395.208252
	Iteration 0F: 2 clusters Score -1309396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1298122.500000 Penalty: 4790.416504
	Iteration 0F: 3 clusters Score -1298122 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1301659.125000 Penalty: 4790.416504
	Iteration 1F: 3 clusters Score -1301659 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1302089.250000 Penalty: 4790.416504
	Iteration 2F: 3 clusters Score -1302089 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1302459.000000 Penalty: 4790.416504
	Iteration 3F: 3 clusters Score -1302459 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1302826.250000 Penalty: 4790.416504
	Iteration 4Q: 3 clusters Score -1302826 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1303228.500000 Penalty: 4790.416504
	Iteration 5Q: 3 clusters Score -1303228 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1303723.000000 Penalty: 4790.416504
	Iteration 6Q: 3 clusters Score -1303723 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1304306.375000 Penalty: 4790.416504
	Iteration 7F: 3 clusters Score -1304306 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1304986.500000 Penalty: 4790.416504
	Iteration 8F: 3 clusters Score -1304986 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1305679.375000 Penalty: 4790.416504
	Iteration 9F: 3 clusters Score -1305679 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1306215.625000 Penalty: 4790.416504
	Iteration 10Q: 3 clusters Score -1306216 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1306662.250000 Penalty: 4790.416504
	Iteration 11Q: 3 clusters Score -1306662 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1306948.000000 Penalty: 4790.416504
	Iteration 12Q: 3 clusters Score -1306948 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1307150.750000 Penalty: 4790.416504
	Iteration 13Q: 3 clusters Score -1307151 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1307297.250000 Penalty: 4790.416504
	Iteration 14Q: 3 clusters Score -1307297 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1307418.375000 Penalty: 4790.416504
	Iteration 15Q: 3 clusters Score -1307418 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1307509.250000 Penalty: 4790.416504
	Iteration 16Q: 3 clusters Score -1307509 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1307567.125000 Penalty: 4790.416504
	Iteration 17Q: 3 clusters Score -1307567 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1307618.250000 Penalty: 4790.416504
	Iteration 18Q: 3 clusters Score -1307618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1307650.750000 Penalty: 4790.416504
	Iteration 19Q: 3 clusters Score -1307651 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1307679.000000 Penalty: 4790.416504
	Iteration 20F: 3 clusters Score -1307679 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1307707.500000 Penalty: 4790.416504
	Iteration 21Q: 3 clusters Score -1307708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1307731.375000 Penalty: 4790.416504
	Iteration 22Q: 3 clusters Score -1307731 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1307758.250000 Penalty: 4790.416504
	Iteration 23Q: 3 clusters Score -1307758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1307772.000000 Penalty: 4790.416504
	Iteration 24Q: 3 clusters Score -1307772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1307784.000000 Penalty: 4790.416504
	Iteration 25Q: 3 clusters Score -1307784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1307791.500000 Penalty: 4790.416504
	Iteration 26Q: 3 clusters Score -1307792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1307803.500000 Penalty: 4790.416504
	Iteration 27Q: 3 clusters Score -1307804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1307808.000000 Penalty: 4790.416504
	Iteration 28Q: 3 clusters Score -1307808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1307813.750000 Penalty: 4790.416504
	Iteration 29Q: 3 clusters Score -1307814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1307812.125000 Penalty: 4790.416504
	Iteration 30Q: 3 clusters Score -1307812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1307817.250000 Penalty: 4790.416504
	Iteration 31Q: 3 clusters Score -1307817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1307823.625000 Penalty: 4790.416504
	Iteration 32Q: 3 clusters Score -1307824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1307827.000000 Penalty: 4790.416504
	Iteration 33Q: 3 clusters Score -1307827 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1307835.500000 Penalty: 4790.416504
	Iteration 34Q: 3 clusters Score -1307836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1307845.250000 Penalty: 4790.416504
	Iteration 35Q: 3 clusters Score -1307845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1307850.000000 Penalty: 4790.416504
	Iteration 36Q: 3 clusters Score -1307850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1307857.375000 Penalty: 4790.416504
	Iteration 37Q: 3 clusters Score -1307857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1307857.625000 Penalty: 4790.416504
	Iteration 38Q: 3 clusters Score -1307858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1307864.250000 Penalty: 4790.416504
	Iteration 39Q: 3 clusters Score -1307864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1307867.500000 Penalty: 4790.416504
	Iteration 40F: 3 clusters Score -1307868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1307869.625000 Penalty: 4790.416504
	Iteration 41Q: 3 clusters Score -1307870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1307875.125000 Penalty: 4790.416504
	Iteration 42Q: 3 clusters Score -1307875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1307879.625000 Penalty: 4790.416504
	Iteration 43Q: 3 clusters Score -1307880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1307880.250000 Penalty: 4790.416504
	Iteration 44Q: 3 clusters Score -1307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1307878.875000 Penalty: 4790.416504
	Iteration 45Q: 3 clusters Score -1307879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1307879.500000 Penalty: 4790.416504
	Iteration 46Q: 3 clusters Score -1307880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1307878.875000 Penalty: 4790.416504
	Iteration 47Q: 3 clusters Score -1307879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1307877.375000 Penalty: 4790.416504
	Iteration 48Q: 3 clusters Score -1307877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1307879.000000 Penalty: 4790.416504
	Iteration 49Q: 3 clusters Score -1307879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1307879.625000 Penalty: 4790.416504
	Iteration 50Q: 3 clusters Score -1307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1307880.000000 Penalty: 4790.416504
	Iteration 51Q: 3 clusters Score -1307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1307880.500000 Penalty: 4790.416504
	Iteration 52Q: 3 clusters Score -1307880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1307877.375000 Penalty: 4790.416504
	Iteration 53Q: 3 clusters Score -1307877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1307879.750000 Penalty: 4790.416504
	Iteration 54Q: 3 clusters Score -1307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1307880.250000 Penalty: 4790.416504
	Iteration 55Q: 3 clusters Score -1307880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1307881.250000 Penalty: 4790.416504
	Iteration 56Q: 3 clusters Score -1307881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1307882.125000 Penalty: 4790.416504
	Iteration 57Q: 3 clusters Score -1307882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1307880.500000 Penalty: 4790.416504
	Iteration 58Q: 3 clusters Score -1307880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1307881.375000 Penalty: 4790.416504
	Iteration 59Q: 3 clusters Score -1307881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1307883.500000 Penalty: 4790.416504
	Iteration 60F: 3 clusters Score -1307884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Entering Unmasked Estep 
Score: -5061141.000000 Penalty: 2731.728027
	Iteration 0F: 2 clusters Score -5061141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5020319.000000 Penalty: 5463.456055
	Iteration 0F: 3 clusters Score -5020319 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5036257.500000 Penalty: 5463.456055
	Iteration 1F: 3 clusters Score -5036258 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5037122.000000 Penalty: 5463.456055
	Iteration 2Q: 3 clusters Score -5037122 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -5038094.000000 Penalty: 5463.456055
	Iteration 3Q: 3 clusters Score -5038094 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5039330.500000 Penalty: 5463.456055
	Iteration 4Q: 3 clusters Score -5039330 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -5040815.500000 Penalty: 5463.456055
	Iteration 5Q: 3 clusters Score -5040816 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5042443.500000 Penalty: 5463.456055
	Iteration 6F: 3 clusters Score -5042444 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -5044217.500000 Penalty: 5463.456055
	Iteration 7F: 3 clusters Score -5044218 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5045822.000000 Penalty: 5463.456055
	Iteration 8F: 3 clusters Score -5045822 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5047147.500000 Penalty: 5463.456055
	Iteration 9Q: 3 clusters Score -5047148 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5048105.000000 Penalty: 5463.456055
	Iteration 10Q: 3 clusters Score -5048105 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -5048783.000000 Penalty: 5463.456055
	Iteration 11Q: 3 clusters Score -5048783 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5049401.000000 Penalty: 5463.456055
	Iteration 12Q: 3 clusters Score -5049401 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5049962.500000 Penalty: 5463.456055
	Iteration 13Q: 3 clusters Score -5049962 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5050497.000000 Penalty: 5463.456055
	Iteration 14Q: 3 clusters Score -5050497 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -5051120.000000 Penalty: 5463.456055
	Iteration 15Q: 3 clusters Score -5051120 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -5051750.000000 Penalty: 5463.456055
	Iteration 16Q: 3 clusters Score -5051750 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5052511.000000 Penalty: 5463.456055
	Iteration 17Q: 3 clusters Score -5052511 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -5053303.500000 Penalty: 5463.456055
	Iteration 18Q: 3 clusters Score -5053304 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -5054077.000000 Penalty: 5463.456055
	Iteration 19Q: 3 clusters Score -5054077 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5054927.000000 Penalty: 5463.456055
	Iteration 20F: 3 clusters Score -5054927 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5055797.500000 Penalty: 5463.456055
	Iteration 21Q: 3 clusters Score -5055798 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -5056545.000000 Penalty: 5463.456055
	Iteration 22Q: 3 clusters Score -5056545 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -5057252.500000 Penalty: 5463.456055
	Iteration 23Q: 3 clusters Score -5057252 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5057774.000000 Penalty: 5463.456055
	Iteration 24Q: 3 clusters Score -5057774 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5058115.500000 Penalty: 5463.456055
	Iteration 25Q: 3 clusters Score -5058116 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -5058352.500000 Penalty: 5463.456055
	Iteration 26Q: 3 clusters Score -5058352 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5058524.000000 Penalty: 5463.456055
	Iteration 27Q: 3 clusters Score -5058524 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5058625.500000 Penalty: 5463.456055
	Iteration 28Q: 3 clusters Score -5058626 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5058727.000000 Penalty: 5463.456055
	Iteration 29Q: 3 clusters Score -5058727 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5058774.500000 Penalty: 5463.456055
	Iteration 30Q: 3 clusters Score -5058774 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5058834.500000 Penalty: 5463.456055
	Iteration 31Q: 3 clusters Score -5058834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5058899.000000 Penalty: 5463.456055
	Iteration 32Q: 3 clusters Score -5058899 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5058947.000000 Penalty: 5463.456055
	Iteration 33Q: 3 clusters Score -5058947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5058966.000000 Penalty: 5463.456055
	Iteration 34Q: 3 clusters Score -5058966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5058988.000000 Penalty: 5463.456055
	Iteration 35Q: 3 clusters Score -5058988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5059002.000000 Penalty: 5463.456055
	Iteration 36Q: 3 clusters Score -5059002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5059030.000000 Penalty: 5463.456055
	Iteration 37Q: 3 clusters Score -5059030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5059034.500000 Penalty: 5463.456055
	Iteration 38Q: 3 clusters Score -5059034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5059038.000000 Penalty: 5463.456055
	Iteration 39Q: 3 clusters Score -5059038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5059059.000000 Penalty: 5463.456055
	Iteration 40F: 3 clusters Score -5059059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5059049.500000 Penalty: 5463.456055
	Iteration 41Q: 3 clusters Score -5059050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5059061.000000 Penalty: 5463.456055
	Iteration 42Q: 3 clusters Score -5059061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5059067.500000 Penalty: 5463.456055
	Iteration 43Q: 3 clusters Score -5059068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5059071.000000 Penalty: 5463.456055
	Iteration 44Q: 3 clusters Score -5059071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5059074.000000 Penalty: 5463.456055
	Iteration 45Q: 3 clusters Score -5059074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5059084.500000 Penalty: 5463.456055
	Iteration 46Q: 3 clusters Score -5059084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5059099.000000 Penalty: 5463.456055
	Iteration 47Q: 3 clusters Score -5059099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5059112.000000 Penalty: 5463.456055
	Iteration 48Q: 3 clusters Score -5059112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5059107.500000 Penalty: 5463.456055
	Iteration 49Q: 3 clusters Score -5059108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5059111.000000 Penalty: 5463.456055
	Iteration 50Q: 3 clusters Score -5059111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5059109.500000 Penalty: 5463.456055
	Iteration 51Q: 3 clusters Score -5059110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5059116.000000 Penalty: 5463.456055
	Iteration 52Q: 3 clusters Score -5059116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5059124.500000 Penalty: 5463.456055
	Iteration 53Q: 3 clusters Score -5059124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5059128.500000 Penalty: 5463.456055
	Iteration 54Q: 3 clusters Score -5059128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5059129.000000 Penalty: 5463.456055
	Iteration 55Q: 3 clusters Score -5059129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5059137.000000 Penalty: 5463.456055
	Iteration 56Q: 3 clusters Score -5059137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5059143.500000 Penalty: 5463.456055
	Iteration 57Q: 3 clusters Score -5059144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5059136.000000 Penalty: 5463.456055
	Iteration 58Q: 3 clusters Score -5059136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5059138.000000 Penalty: 5463.456055
	Iteration 59Q: 3 clusters Score -5059138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5059138.500000 Penalty: 5463.456055
	Iteration 60F: 3 clusters Score -5059138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5059139.500000 Penalty: 5463.456055
	Iteration 61Q: 3 clusters Score -5059140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5059146.500000 Penalty: 5463.456055
	Iteration 62Q: 3 clusters Score -5059146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5059148.000000 Penalty: 5463.456055
	Iteration 63Q: 3 clusters Score -5059148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5059149.500000 Penalty: 5463.456055
	Iteration 64Q: 3 clusters Score -5059150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5059149.500000 Penalty: 5463.456055
	Iteration 65Q: 3 clusters Score -5059150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5059148.500000 Penalty: 5463.456055
	Iteration 66Q: 3 clusters Score -5059148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5059149.500000 Penalty: 5463.456055
	Iteration 67Q: 3 clusters Score -5059150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5059153.500000 Penalty: 5463.456055
	Iteration 68Q: 3 clusters Score -5059154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5059155.000000 Penalty: 5463.456055
	Iteration 69Q: 3 clusters Score -5059155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5059150.500000 Penalty: 5463.456055
	Iteration 70Q: 3 clusters Score -5059150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5059152.500000 Penalty: 5463.456055
	Iteration 71Q: 3 clusters Score -5059152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5059150.500000 Penalty: 5463.456055
	Iteration 72Q: 3 clusters Score -5059150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5059145.500000 Penalty: 5463.456055
	Iteration 73Q: 3 clusters Score -5059146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5059152.500000 Penalty: 5463.456055
	Iteration 74Q: 3 clusters Score -5059152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5059158.500000 Penalty: 5463.456055
	Iteration 75Q: 3 clusters Score -5059158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5059158.500000 Penalty: 5463.456055
	Iteration 76F: 3 clusters Score -5059158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Entering Unmasked Estep 
Score: -750814.500000 Penalty: 2249.713135
	Iteration 0F: 2 clusters Score -750814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -743965.250000 Penalty: 4499.426270
	Iteration 0F: 3 clusters Score -743965.2 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -745823.187500 Penalty: 4499.426270
	Iteration 1F: 3 clusters Score -745823.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -746164.750000 Penalty: 4499.426270
	Iteration 2F: 3 clusters Score -746164.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -746451.687500 Penalty: 4499.426270
	Iteration 3F: 3 clusters Score -746451.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -746695.937500 Penalty: 4499.426270
	Iteration 4Q: 3 clusters Score -746695.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -746953.000000 Penalty: 4499.426270
	Iteration 5Q: 3 clusters Score -746953 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -747191.562500 Penalty: 4499.426270
	Iteration 6Q: 3 clusters Score -747191.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -747418.125000 Penalty: 4499.426270
	Iteration 7Q: 3 clusters Score -747418.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -747596.625000 Penalty: 4499.426270
	Iteration 8Q: 3 clusters Score -747596.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -747752.500000 Penalty: 4499.426270
	Iteration 9Q: 3 clusters Score -747752.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -747855.187500 Penalty: 4499.426270
	Iteration 10Q: 3 clusters Score -747855.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -747939.437500 Penalty: 4499.426270
	Iteration 11Q: 3 clusters Score -747939.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -748008.125000 Penalty: 4499.426270
	Iteration 12Q: 3 clusters Score -748008.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -748062.875000 Penalty: 4499.426270
	Iteration 13Q: 3 clusters Score -748062.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -748111.062500 Penalty: 4499.426270
	Iteration 14Q: 3 clusters Score -748111.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -748145.875000 Penalty: 4499.426270
	Iteration 15Q: 3 clusters Score -748145.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -748174.750000 Penalty: 4499.426270
	Iteration 16Q: 3 clusters Score -748174.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -748196.375000 Penalty: 4499.426270
	Iteration 17Q: 3 clusters Score -748196.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -748216.062500 Penalty: 4499.426270
	Iteration 18Q: 3 clusters Score -748216.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -748235.125000 Penalty: 4499.426270
	Iteration 19Q: 3 clusters Score -748235.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -748252.250000 Penalty: 4499.426270
	Iteration 20F: 3 clusters Score -748252.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -748264.250000 Penalty: 4499.426270
	Iteration 21Q: 3 clusters Score -748264.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -748273.125000 Penalty: 4499.426270
	Iteration 22Q: 3 clusters Score -748273.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -748279.437500 Penalty: 4499.426270
	Iteration 23Q: 3 clusters Score -748279.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -748286.187500 Penalty: 4499.426270
	Iteration 24Q: 3 clusters Score -748286.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -748294.187500 Penalty: 4499.426270
	Iteration 25Q: 3 clusters Score -748294.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -748298.125000 Penalty: 4499.426270
	Iteration 26Q: 3 clusters Score -748298.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -748306.437500 Penalty: 4499.426270
	Iteration 27Q: 3 clusters Score -748306.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -748315.000000 Penalty: 4499.426270
	Iteration 28Q: 3 clusters Score -748315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -748322.750000 Penalty: 4499.426270
	Iteration 29Q: 3 clusters Score -748322.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -748332.875000 Penalty: 4499.426270
	Iteration 30Q: 3 clusters Score -748332.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -748349.625000 Penalty: 4499.426270
	Iteration 31Q: 3 clusters Score -748349.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -748361.250000 Penalty: 4499.426270
	Iteration 32Q: 3 clusters Score -748361.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -748372.250000 Penalty: 4499.426270
	Iteration 33Q: 3 clusters Score -748372.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -748385.500000 Penalty: 4499.426270
	Iteration 34Q: 3 clusters Score -748385.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -748393.125000 Penalty: 4499.426270
	Iteration 35Q: 3 clusters Score -748393.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -748400.937500 Penalty: 4499.426270
	Iteration 36Q: 3 clusters Score -748400.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -748411.000000 Penalty: 4499.426270
	Iteration 37Q: 3 clusters Score -748411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -748419.562500 Penalty: 4499.426270
	Iteration 38Q: 3 clusters Score -748419.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -748427.125000 Penalty: 4499.426270
	Iteration 39Q: 3 clusters Score -748427.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -748436.937500 Penalty: 4499.426270
	Iteration 40F: 3 clusters Score -748436.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -748447.562500 Penalty: 4499.426270
	Iteration 41Q: 3 clusters Score -748447.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -748460.125000 Penalty: 4499.426270
	Iteration 42Q: 3 clusters Score -748460.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -748468.937500 Penalty: 4499.426270
	Iteration 43Q: 3 clusters Score -748468.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -748476.812500 Penalty: 4499.426270
	Iteration 44Q: 3 clusters Score -748476.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -748480.875000 Penalty: 4499.426270
	Iteration 45Q: 3 clusters Score -748480.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -748486.937500 Penalty: 4499.426270
	Iteration 46Q: 3 clusters Score -748486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -748490.875000 Penalty: 4499.426270
	Iteration 47Q: 3 clusters Score -748490.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -748494.125000 Penalty: 4499.426270
	Iteration 48Q: 3 clusters Score -748494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -748496.937500 Penalty: 4499.426270
	Iteration 49Q: 3 clusters Score -748496.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -748500.062500 Penalty: 4499.426270
	Iteration 50Q: 3 clusters Score -748500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -748503.562500 Penalty: 4499.426270
	Iteration 51Q: 3 clusters Score -748503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -748505.500000 Penalty: 4499.426270
	Iteration 52Q: 3 clusters Score -748505.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -748505.937500 Penalty: 4499.426270
	Iteration 53Q: 3 clusters Score -748505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -748506.687500 Penalty: 4499.426270
	Iteration 54Q: 3 clusters Score -748506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -748507.625000 Penalty: 4499.426270
	Iteration 55Q: 3 clusters Score -748507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -748509.625000 Penalty: 4499.426270
	Iteration 56Q: 3 clusters Score -748509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -748510.500000 Penalty: 4499.426270
	Iteration 57Q: 3 clusters Score -748510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -748512.687500 Penalty: 4499.426270
	Iteration 58Q: 3 clusters Score -748512.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -748515.000000 Penalty: 4499.426270
	Iteration 59Q: 3 clusters Score -748515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -748514.625000 Penalty: 4499.426270
	Iteration 60F: 3 clusters Score -748514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -748515.187500 Penalty: 4499.426270
	Iteration 61Q: 3 clusters Score -748515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -748515.562500 Penalty: 4499.426270
	Iteration 62Q: 3 clusters Score -748515.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -748515.562500 Penalty: 4499.426270
	Iteration 63F: 3 clusters Score -748515.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -764066.187500 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -764066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -756780.375000 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -756780.4 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -758887.625000 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -758887.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -759294.000000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -759294 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -759670.750000 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -759670.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -760073.375000 Penalty: 4545.126953
	Iteration 4F: 3 clusters Score -760073.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -760481.812500 Penalty: 4545.126953
	Iteration 5F: 3 clusters Score -760481.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -760913.250000 Penalty: 4545.126953
	Iteration 6F: 3 clusters Score -760913.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -761321.562500 Penalty: 4545.126953
	Iteration 7F: 3 clusters Score -761321.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -761642.687500 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -761642.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -761872.562500 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -761872.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -762039.500000 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -762039.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -762166.250000 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -762166.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -762255.812500 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -762255.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -762306.000000 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -762306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -762337.312500 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -762337.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -762361.375000 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -762361.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -762384.687500 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -762384.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -762405.312500 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -762405.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -762426.875000 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -762426.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -762440.375000 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -762440.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -762453.000000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -762453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -762460.812500 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -762460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -762464.937500 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -762464.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -762465.312500 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -762465.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -762470.562500 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -762470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -762470.250000 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -762470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -762470.750000 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -762470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -762471.437500 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -762471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -762472.125000 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -762472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -762472.125000 Penalty: 4545.126953
	Iteration 29F: 3 clusters Score -762472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -53170.648438 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -53170.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51488.117188 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -51488.12 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51707.640625 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -51707.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51767.886719 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -51767.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51791.000000 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -51791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51802.437500 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -51802.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51812.855469 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -51812.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51815.304688 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -51815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51820.980469 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -51820.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51824.468750 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -51824.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51827.035156 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -51827.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51831.000000 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -51831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51833.687500 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -51833.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51838.769531 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -51838.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51841.089844 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -51841.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51841.089844 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -51841.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -65016.035156 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -65016.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63201.988281 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -63201.99 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63435.003906 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -63435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63491.980469 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -63491.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63513.375000 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -63513.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63533.796875 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -63533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63556.218750 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -63556.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63572.492188 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -63572.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63576.925781 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -63576.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63578.828125 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -63578.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63589.570312 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -63589.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63601.214844 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -63601.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63614.480469 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -63614.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63622.347656 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -63622.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63630.406250 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -63630.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63633.886719 Penalty: 3332.630615
	Iteration 14Q: 3 clusters Score -63633.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63633.886719 Penalty: 3332.630615
	Iteration 15F: 3 clusters Score -63633.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Entering Unmasked Estep 
Score: -505514.468750 Penalty: 2199.156982
	Iteration 0F: 2 clusters Score -505514.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -499714.000000 Penalty: 4398.313965
	Iteration 0F: 3 clusters Score -499714 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -501329.937500 Penalty: 4398.313965
	Iteration 1F: 3 clusters Score -501329.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -501716.968750 Penalty: 4398.313965
	Iteration 2F: 3 clusters Score -501717 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -502049.531250 Penalty: 4398.313965
	Iteration 3F: 3 clusters Score -502049.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -502363.875000 Penalty: 4398.313965
	Iteration 4F: 3 clusters Score -502363.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -502645.218750 Penalty: 4398.313965
	Iteration 5F: 3 clusters Score -502645.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -502882.468750 Penalty: 4398.313965
	Iteration 6Q: 3 clusters Score -502882.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -503093.312500 Penalty: 4398.313965
	Iteration 7Q: 3 clusters Score -503093.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -503248.718750 Penalty: 4398.313965
	Iteration 8Q: 3 clusters Score -503248.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -503358.156250 Penalty: 4398.313965
	Iteration 9Q: 3 clusters Score -503358.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -503438.375000 Penalty: 4398.313965
	Iteration 10Q: 3 clusters Score -503438.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -503503.093750 Penalty: 4398.313965
	Iteration 11Q: 3 clusters Score -503503.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -503549.437500 Penalty: 4398.313965
	Iteration 12Q: 3 clusters Score -503549.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -503596.781250 Penalty: 4398.313965
	Iteration 13Q: 3 clusters Score -503596.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -503640.156250 Penalty: 4398.313965
	Iteration 14Q: 3 clusters Score -503640.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -503683.343750 Penalty: 4398.313965
	Iteration 15Q: 3 clusters Score -503683.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -503719.625000 Penalty: 4398.313965
	Iteration 16Q: 3 clusters Score -503719.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -503747.500000 Penalty: 4398.313965
	Iteration 17Q: 3 clusters Score -503747.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -503765.250000 Penalty: 4398.313965
	Iteration 18Q: 3 clusters Score -503765.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -503774.937500 Penalty: 4398.313965
	Iteration 19Q: 3 clusters Score -503774.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -503789.125000 Penalty: 4398.313965
	Iteration 20F: 3 clusters Score -503789.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -503800.625000 Penalty: 4398.313965
	Iteration 21Q: 3 clusters Score -503800.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -503813.625000 Penalty: 4398.313965
	Iteration 22Q: 3 clusters Score -503813.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -503831.031250 Penalty: 4398.313965
	Iteration 23Q: 3 clusters Score -503831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -503847.656250 Penalty: 4398.313965
	Iteration 24Q: 3 clusters Score -503847.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -503868.312500 Penalty: 4398.313965
	Iteration 25Q: 3 clusters Score -503868.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -503886.218750 Penalty: 4398.313965
	Iteration 26Q: 3 clusters Score -503886.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -503902.656250 Penalty: 4398.313965
	Iteration 27Q: 3 clusters Score -503902.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -503919.156250 Penalty: 4398.313965
	Iteration 28Q: 3 clusters Score -503919.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -503930.437500 Penalty: 4398.313965
	Iteration 29Q: 3 clusters Score -503930.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -503940.812500 Penalty: 4398.313965
	Iteration 30Q: 3 clusters Score -503940.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -503948.156250 Penalty: 4398.313965
	Iteration 31Q: 3 clusters Score -503948.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -503957.468750 Penalty: 4398.313965
	Iteration 32Q: 3 clusters Score -503957.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -503965.656250 Penalty: 4398.313965
	Iteration 33Q: 3 clusters Score -503965.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -503969.250000 Penalty: 4398.313965
	Iteration 34Q: 3 clusters Score -503969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -503972.750000 Penalty: 4398.313965
	Iteration 35Q: 3 clusters Score -503972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -503975.375000 Penalty: 4398.313965
	Iteration 36Q: 3 clusters Score -503975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -503976.968750 Penalty: 4398.313965
	Iteration 37Q: 3 clusters Score -503977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -503979.375000 Penalty: 4398.313965
	Iteration 38Q: 3 clusters Score -503979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -503979.781250 Penalty: 4398.313965
	Iteration 39Q: 3 clusters Score -503979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -503979.812500 Penalty: 4398.313965
	Iteration 40F: 3 clusters Score -503979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -503982.437500 Penalty: 4398.313965
	Iteration 41Q: 3 clusters Score -503982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -503987.968750 Penalty: 4398.313965
	Iteration 42Q: 3 clusters Score -503988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -503991.843750 Penalty: 4398.313965
	Iteration 43Q: 3 clusters Score -503991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -503997.343750 Penalty: 4398.313965
	Iteration 44Q: 3 clusters Score -503997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -503999.156250 Penalty: 4398.313965
	Iteration 45Q: 3 clusters Score -503999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -504001.093750 Penalty: 4398.313965
	Iteration 46Q: 3 clusters Score -504001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -504004.187500 Penalty: 4398.313965
	Iteration 47Q: 3 clusters Score -504004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -504005.156250 Penalty: 4398.313965
	Iteration 48Q: 3 clusters Score -504005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -504006.968750 Penalty: 4398.313965
	Iteration 49Q: 3 clusters Score -504007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -504008.156250 Penalty: 4398.313965
	Iteration 50Q: 3 clusters Score -504008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -504011.218750 Penalty: 4398.313965
	Iteration 51Q: 3 clusters Score -504011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -504012.656250 Penalty: 4398.313965
	Iteration 52Q: 3 clusters Score -504012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -504013.687500 Penalty: 4398.313965
	Iteration 53Q: 3 clusters Score -504013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -504015.218750 Penalty: 4398.313965
	Iteration 54Q: 3 clusters Score -504015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -504015.375000 Penalty: 4398.313965
	Iteration 55Q: 3 clusters Score -504015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -504017.000000 Penalty: 4398.313965
	Iteration 56Q: 3 clusters Score -504017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -504019.593750 Penalty: 4398.313965
	Iteration 57Q: 3 clusters Score -504019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -504023.281250 Penalty: 4398.313965
	Iteration 58Q: 3 clusters Score -504023.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -504024.125000 Penalty: 4398.313965
	Iteration 59Q: 3 clusters Score -504024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -504025.687500 Penalty: 4398.313965
	Iteration 60F: 3 clusters Score -504025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -504027.968750 Penalty: 4398.313965
	Iteration 61Q: 3 clusters Score -504028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -504029.656250 Penalty: 4398.313965
	Iteration 62Q: 3 clusters Score -504029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -504030.500000 Penalty: 4398.313965
	Iteration 63Q: 3 clusters Score -504030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -504034.125000 Penalty: 4398.313965
	Iteration 64Q: 3 clusters Score -504034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -504038.000000 Penalty: 4398.313965
	Iteration 65Q: 3 clusters Score -504038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -504043.218750 Penalty: 4398.313965
	Iteration 66Q: 3 clusters Score -504043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -504047.062500 Penalty: 4398.313965
	Iteration 67Q: 3 clusters Score -504047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -504053.000000 Penalty: 4398.313965
	Iteration 68Q: 3 clusters Score -504053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -504054.906250 Penalty: 4398.313965
	Iteration 69Q: 3 clusters Score -504054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -504056.718750 Penalty: 4398.313965
	Iteration 70Q: 3 clusters Score -504056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -504060.687500 Penalty: 4398.313965
	Iteration 71Q: 3 clusters Score -504060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -504061.125000 Penalty: 4398.313965
	Iteration 72Q: 3 clusters Score -504061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -504061.125000 Penalty: 4398.313965
	Iteration 73F: 3 clusters Score -504061.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -124248.148438 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -124248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -121876.718750 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -121876.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122298.359375 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -122298.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122418.476562 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -122418.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122490.289062 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -122490.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122525.187500 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -122525.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122551.984375 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -122552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122570.757812 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -122570.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122578.882812 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -122578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122582.492188 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -122582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122586.406250 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -122586.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122595.289062 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -122595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122598.890625 Penalty: 3672.522461
	Iteration 11Q: 3 clusters Score -122598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122598.890625 Penalty: 3672.522461
	Iteration 12F: 3 clusters Score -122598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Entering Unmasked Estep 
Score: -399602.156250 Penalty: 2106.290039
	Iteration 0F: 2 clusters Score -399602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -395114.468750 Penalty: 4212.580078
	Iteration 0F: 3 clusters Score -395114.5 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -396203.718750 Penalty: 4212.580078
	Iteration 1F: 3 clusters Score -396203.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -396622.656250 Penalty: 4212.580078
	Iteration 2F: 3 clusters Score -396622.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -396940.875000 Penalty: 4212.580078
	Iteration 3F: 3 clusters Score -396940.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -397241.781250 Penalty: 4212.580078
	Iteration 4F: 3 clusters Score -397241.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -397480.781250 Penalty: 4212.580078
	Iteration 5F: 3 clusters Score -397480.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -397680.250000 Penalty: 4212.580078
	Iteration 6F: 3 clusters Score -397680.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -397849.281250 Penalty: 4212.580078
	Iteration 7Q: 3 clusters Score -397849.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -397998.625000 Penalty: 4212.580078
	Iteration 8Q: 3 clusters Score -397998.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -398109.812500 Penalty: 4212.580078
	Iteration 9Q: 3 clusters Score -398109.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -398208.687500 Penalty: 4212.580078
	Iteration 10Q: 3 clusters Score -398208.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -398294.187500 Penalty: 4212.580078
	Iteration 11Q: 3 clusters Score -398294.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -398356.375000 Penalty: 4212.580078
	Iteration 12Q: 3 clusters Score -398356.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -398396.187500 Penalty: 4212.580078
	Iteration 13Q: 3 clusters Score -398396.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -398425.343750 Penalty: 4212.580078
	Iteration 14Q: 3 clusters Score -398425.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -398444.968750 Penalty: 4212.580078
	Iteration 15Q: 3 clusters Score -398445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -398469.406250 Penalty: 4212.580078
	Iteration 16Q: 3 clusters Score -398469.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -398488.031250 Penalty: 4212.580078
	Iteration 17Q: 3 clusters Score -398488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -398505.500000 Penalty: 4212.580078
	Iteration 18Q: 3 clusters Score -398505.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -398524.500000 Penalty: 4212.580078
	Iteration 19Q: 3 clusters Score -398524.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -398537.718750 Penalty: 4212.580078
	Iteration 20F: 3 clusters Score -398537.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -398547.593750 Penalty: 4212.580078
	Iteration 21Q: 3 clusters Score -398547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -398554.375000 Penalty: 4212.580078
	Iteration 22Q: 3 clusters Score -398554.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -398561.218750 Penalty: 4212.580078
	Iteration 23Q: 3 clusters Score -398561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -398565.531250 Penalty: 4212.580078
	Iteration 24Q: 3 clusters Score -398565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -398568.562500 Penalty: 4212.580078
	Iteration 25Q: 3 clusters Score -398568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -398571.000000 Penalty: 4212.580078
	Iteration 26Q: 3 clusters Score -398571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -398575.093750 Penalty: 4212.580078
	Iteration 27Q: 3 clusters Score -398575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -398581.031250 Penalty: 4212.580078
	Iteration 28Q: 3 clusters Score -398581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -398583.562500 Penalty: 4212.580078
	Iteration 29Q: 3 clusters Score -398583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -398585.750000 Penalty: 4212.580078
	Iteration 30Q: 3 clusters Score -398585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -398587.625000 Penalty: 4212.580078
	Iteration 31Q: 3 clusters Score -398587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -398587.812500 Penalty: 4212.580078
	Iteration 32Q: 3 clusters Score -398587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -398590.156250 Penalty: 4212.580078
	Iteration 33Q: 3 clusters Score -398590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -398590.968750 Penalty: 4212.580078
	Iteration 34Q: 3 clusters Score -398591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -398590.968750 Penalty: 4212.580078
	Iteration 35F: 3 clusters Score -398591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Entering Unmasked Estep 
Score: -1373658.375000 Penalty: 2410.302979
	Iteration 0F: 2 clusters Score -1373658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1361625.375000 Penalty: 4820.605957
	Iteration 0F: 3 clusters Score -1361625 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1365638.375000 Penalty: 4820.605957
	Iteration 1F: 3 clusters Score -1365638 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1366064.250000 Penalty: 4820.605957
	Iteration 2F: 3 clusters Score -1366064 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1366374.000000 Penalty: 4820.605957
	Iteration 3Q: 3 clusters Score -1366374 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1366655.625000 Penalty: 4820.605957
	Iteration 4Q: 3 clusters Score -1366656 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1366950.000000 Penalty: 4820.605957
	Iteration 5Q: 3 clusters Score -1366950 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1367268.250000 Penalty: 4820.605957
	Iteration 6Q: 3 clusters Score -1367268 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1367571.625000 Penalty: 4820.605957
	Iteration 7Q: 3 clusters Score -1367572 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1367850.500000 Penalty: 4820.605957
	Iteration 8Q: 3 clusters Score -1367850 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1368134.250000 Penalty: 4820.605957
	Iteration 9Q: 3 clusters Score -1368134 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1368394.125000 Penalty: 4820.605957
	Iteration 10Q: 3 clusters Score -1368394 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1368635.625000 Penalty: 4820.605957
	Iteration 11Q: 3 clusters Score -1368636 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1368831.750000 Penalty: 4820.605957
	Iteration 12Q: 3 clusters Score -1368832 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1369019.250000 Penalty: 4820.605957
	Iteration 13Q: 3 clusters Score -1369019 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1369167.875000 Penalty: 4820.605957
	Iteration 14Q: 3 clusters Score -1369168 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1369307.500000 Penalty: 4820.605957
	Iteration 15Q: 3 clusters Score -1369308 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1369417.375000 Penalty: 4820.605957
	Iteration 16Q: 3 clusters Score -1369417 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1369514.625000 Penalty: 4820.605957
	Iteration 17Q: 3 clusters Score -1369515 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1369576.625000 Penalty: 4820.605957
	Iteration 18Q: 3 clusters Score -1369577 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1369647.875000 Penalty: 4820.605957
	Iteration 19Q: 3 clusters Score -1369648 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1369718.625000 Penalty: 4820.605957
	Iteration 20F: 3 clusters Score -1369719 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1369768.000000 Penalty: 4820.605957
	Iteration 21Q: 3 clusters Score -1369768 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1369823.875000 Penalty: 4820.605957
	Iteration 22Q: 3 clusters Score -1369824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1369869.875000 Penalty: 4820.605957
	Iteration 23Q: 3 clusters Score -1369870 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1369907.125000 Penalty: 4820.605957
	Iteration 24Q: 3 clusters Score -1369907 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1369957.375000 Penalty: 4820.605957
	Iteration 25Q: 3 clusters Score -1369957 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1370000.625000 Penalty: 4820.605957
	Iteration 26Q: 3 clusters Score -1370001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1370038.875000 Penalty: 4820.605957
	Iteration 27Q: 3 clusters Score -1370039 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1370081.750000 Penalty: 4820.605957
	Iteration 28Q: 3 clusters Score -1370082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1370145.250000 Penalty: 4820.605957
	Iteration 29Q: 3 clusters Score -1370145 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1370206.875000 Penalty: 4820.605957
	Iteration 30Q: 3 clusters Score -1370207 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1370260.750000 Penalty: 4820.605957
	Iteration 31Q: 3 clusters Score -1370261 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1370318.000000 Penalty: 4820.605957
	Iteration 32Q: 3 clusters Score -1370318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1370375.125000 Penalty: 4820.605957
	Iteration 33Q: 3 clusters Score -1370375 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1370424.875000 Penalty: 4820.605957
	Iteration 34Q: 3 clusters Score -1370425 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1370474.375000 Penalty: 4820.605957
	Iteration 35Q: 3 clusters Score -1370474 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1370527.875000 Penalty: 4820.605957
	Iteration 36Q: 3 clusters Score -1370528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1370591.625000 Penalty: 4820.605957
	Iteration 37Q: 3 clusters Score -1370592 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1370648.875000 Penalty: 4820.605957
	Iteration 38Q: 3 clusters Score -1370649 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1370715.625000 Penalty: 4820.605957
	Iteration 39Q: 3 clusters Score -1370716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1370790.250000 Penalty: 4820.605957
	Iteration 40F: 3 clusters Score -1370790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1370875.375000 Penalty: 4820.605957
	Iteration 41Q: 3 clusters Score -1370875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1370955.125000 Penalty: 4820.605957
	Iteration 42Q: 3 clusters Score -1370955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1371030.125000 Penalty: 4820.605957
	Iteration 43Q: 3 clusters Score -1371030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1371121.125000 Penalty: 4820.605957
	Iteration 44Q: 3 clusters Score -1371121 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1371200.250000 Penalty: 4820.605957
	Iteration 45Q: 3 clusters Score -1371200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1371291.375000 Penalty: 4820.605957
	Iteration 46Q: 3 clusters Score -1371291 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1371372.250000 Penalty: 4820.605957
	Iteration 47Q: 3 clusters Score -1371372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1371444.375000 Penalty: 4820.605957
	Iteration 48Q: 3 clusters Score -1371444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1371514.250000 Penalty: 4820.605957
	Iteration 49Q: 3 clusters Score -1371514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1371577.875000 Penalty: 4820.605957
	Iteration 50Q: 3 clusters Score -1371578 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1371638.125000 Penalty: 4820.605957
	Iteration 51Q: 3 clusters Score -1371638 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1371679.375000 Penalty: 4820.605957
	Iteration 52Q: 3 clusters Score -1371679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1371722.375000 Penalty: 4820.605957
	Iteration 53Q: 3 clusters Score -1371722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1371757.625000 Penalty: 4820.605957
	Iteration 54Q: 3 clusters Score -1371758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1371791.750000 Penalty: 4820.605957
	Iteration 55Q: 3 clusters Score -1371792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1371811.000000 Penalty: 4820.605957
	Iteration 56Q: 3 clusters Score -1371811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1371832.750000 Penalty: 4820.605957
	Iteration 57Q: 3 clusters Score -1371833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1371841.000000 Penalty: 4820.605957
	Iteration 58Q: 3 clusters Score -1371841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1371856.500000 Penalty: 4820.605957
	Iteration 59Q: 3 clusters Score -1371856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1371873.875000 Penalty: 4820.605957
	Iteration 60F: 3 clusters Score -1371874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1371887.750000 Penalty: 4820.605957
	Iteration 61Q: 3 clusters Score -1371888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1371896.875000 Penalty: 4820.605957
	Iteration 62Q: 3 clusters Score -1371897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1371902.500000 Penalty: 4820.605957
	Iteration 63Q: 3 clusters Score -1371902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1371908.750000 Penalty: 4820.605957
	Iteration 64Q: 3 clusters Score -1371909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1371918.375000 Penalty: 4820.605957
	Iteration 65Q: 3 clusters Score -1371918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1371920.750000 Penalty: 4820.605957
	Iteration 66Q: 3 clusters Score -1371921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1371926.625000 Penalty: 4820.605957
	Iteration 67Q: 3 clusters Score -1371927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1371930.375000 Penalty: 4820.605957
	Iteration 68Q: 3 clusters Score -1371930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1371936.000000 Penalty: 4820.605957
	Iteration 69Q: 3 clusters Score -1371936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1371942.375000 Penalty: 4820.605957
	Iteration 70Q: 3 clusters Score -1371942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1371953.250000 Penalty: 4820.605957
	Iteration 71Q: 3 clusters Score -1371953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1371957.750000 Penalty: 4820.605957
	Iteration 72Q: 3 clusters Score -1371958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1371963.875000 Penalty: 4820.605957
	Iteration 73Q: 3 clusters Score -1371964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1371974.500000 Penalty: 4820.605957
	Iteration 74Q: 3 clusters Score -1371974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1371979.000000 Penalty: 4820.605957
	Iteration 75Q: 3 clusters Score -1371979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1371979.625000 Penalty: 4820.605957
	Iteration 76Q: 3 clusters Score -1371980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1371985.250000 Penalty: 4820.605957
	Iteration 77Q: 3 clusters Score -1371985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1371990.125000 Penalty: 4820.605957
	Iteration 78Q: 3 clusters Score -1371990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1371991.000000 Penalty: 4820.605957
	Iteration 79Q: 3 clusters Score -1371991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1371996.750000 Penalty: 4820.605957
	Iteration 80F: 3 clusters Score -1371997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1371997.375000 Penalty: 4820.605957
	Iteration 81Q: 3 clusters Score -1371997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1371997.125000 Penalty: 4820.605957
	Iteration 82Q: 3 clusters Score -1371997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1371999.125000 Penalty: 4820.605957
	Iteration 83Q: 3 clusters Score -1371999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1371999.125000 Penalty: 4820.605957
	Iteration 84F: 3 clusters Score -1371999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -206491.437500 Penalty: 1989.922241
	Iteration 0F: 2 clusters Score -206491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -203193.531250 Penalty: 3979.844482
	Iteration 0F: 3 clusters Score -203193.5 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -203916.703125 Penalty: 3979.844482
	Iteration 1F: 3 clusters Score -203916.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -204166.593750 Penalty: 3979.844482
	Iteration 2F: 3 clusters Score -204166.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -204413.890625 Penalty: 3979.844482
	Iteration 3F: 3 clusters Score -204413.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -204712.500000 Penalty: 3979.844482
	Iteration 4F: 3 clusters Score -204712.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -204984.125000 Penalty: 3979.844482
	Iteration 5F: 3 clusters Score -204984.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -205225.671875 Penalty: 3979.844482
	Iteration 6F: 3 clusters Score -205225.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -205404.328125 Penalty: 3979.844482
	Iteration 7Q: 3 clusters Score -205404.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -205513.906250 Penalty: 3979.844482
	Iteration 8Q: 3 clusters Score -205513.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -205614.265625 Penalty: 3979.844482
	Iteration 9Q: 3 clusters Score -205614.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -205700.781250 Penalty: 3979.844482
	Iteration 10Q: 3 clusters Score -205700.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -205773.250000 Penalty: 3979.844482
	Iteration 11Q: 3 clusters Score -205773.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -205851.859375 Penalty: 3979.844482
	Iteration 12Q: 3 clusters Score -205851.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -205898.328125 Penalty: 3979.844482
	Iteration 13Q: 3 clusters Score -205898.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -205941.828125 Penalty: 3979.844482
	Iteration 14Q: 3 clusters Score -205941.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -205987.296875 Penalty: 3979.844482
	Iteration 15Q: 3 clusters Score -205987.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -206027.187500 Penalty: 3979.844482
	Iteration 16Q: 3 clusters Score -206027.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -206067.328125 Penalty: 3979.844482
	Iteration 17Q: 3 clusters Score -206067.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -206090.609375 Penalty: 3979.844482
	Iteration 18Q: 3 clusters Score -206090.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -206113.921875 Penalty: 3979.844482
	Iteration 19Q: 3 clusters Score -206113.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -206126.640625 Penalty: 3979.844482
	Iteration 20F: 3 clusters Score -206126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -206138.125000 Penalty: 3979.844482
	Iteration 21Q: 3 clusters Score -206138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -206151.265625 Penalty: 3979.844482
	Iteration 22Q: 3 clusters Score -206151.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -206166.171875 Penalty: 3979.844482
	Iteration 23Q: 3 clusters Score -206166.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -206179.875000 Penalty: 3979.844482
	Iteration 24Q: 3 clusters Score -206179.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -206187.609375 Penalty: 3979.844482
	Iteration 25Q: 3 clusters Score -206187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -206191.515625 Penalty: 3979.844482
	Iteration 26Q: 3 clusters Score -206191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -206194.015625 Penalty: 3979.844482
	Iteration 27Q: 3 clusters Score -206194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -206195.453125 Penalty: 3979.844482
	Iteration 28Q: 3 clusters Score -206195.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -206197.781250 Penalty: 3979.844482
	Iteration 29Q: 3 clusters Score -206197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -206198.750000 Penalty: 3979.844482
	Iteration 30Q: 3 clusters Score -206198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -206199.890625 Penalty: 3979.844482
	Iteration 31Q: 3 clusters Score -206199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -206200.968750 Penalty: 3979.844482
	Iteration 32Q: 3 clusters Score -206201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -206200.968750 Penalty: 3979.844482
	Iteration 33F: 3 clusters Score -206201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Entering Unmasked Estep 
Score: -4689364.000000 Penalty: 2717.573242
	Iteration 0F: 2 clusters Score -4689364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4650800.000000 Penalty: 5435.146484
	Iteration 0F: 3 clusters Score -4650800 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4665569.000000 Penalty: 5435.146484
	Iteration 1F: 3 clusters Score -4665569 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4666297.500000 Penalty: 5435.146484
	Iteration 2Q: 3 clusters Score -4666298 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4667237.000000 Penalty: 5435.146484
	Iteration 3Q: 3 clusters Score -4667237 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -4668823.500000 Penalty: 5435.146484
	Iteration 4F: 3 clusters Score -4668824 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4671418.000000 Penalty: 5435.146484
	Iteration 5F: 3 clusters Score -4671418 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -4675104.000000 Penalty: 5435.146484
	Iteration 6F: 3 clusters Score -4675104 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -4679361.500000 Penalty: 5435.146484
	Iteration 7F: 3 clusters Score -4679362 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -4682896.000000 Penalty: 5435.146484
	Iteration 8F: 3 clusters Score -4682896 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -4684918.000000 Penalty: 5435.146484
	Iteration 9Q: 3 clusters Score -4684918 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -4685956.500000 Penalty: 5435.146484
	Iteration 10Q: 3 clusters Score -4685956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -4686432.500000 Penalty: 5435.146484
	Iteration 11Q: 3 clusters Score -4686432 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -4686655.500000 Penalty: 5435.146484
	Iteration 12Q: 3 clusters Score -4686656 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -4686781.500000 Penalty: 5435.146484
	Iteration 13Q: 3 clusters Score -4686782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -4686857.000000 Penalty: 5435.146484
	Iteration 14Q: 3 clusters Score -4686857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -4686903.500000 Penalty: 5435.146484
	Iteration 15Q: 3 clusters Score -4686904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -4686933.000000 Penalty: 5435.146484
	Iteration 16Q: 3 clusters Score -4686933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -4686955.000000 Penalty: 5435.146484
	Iteration 17Q: 3 clusters Score -4686955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -4686971.500000 Penalty: 5435.146484
	Iteration 18Q: 3 clusters Score -4686972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -4686982.000000 Penalty: 5435.146484
	Iteration 19Q: 3 clusters Score -4686982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -4686989.000000 Penalty: 5435.146484
	Iteration 20F: 3 clusters Score -4686989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -4687001.000000 Penalty: 5435.146484
	Iteration 21Q: 3 clusters Score -4687001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -4687006.000000 Penalty: 5435.146484
	Iteration 22Q: 3 clusters Score -4687006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -4687015.000000 Penalty: 5435.146484
	Iteration 23Q: 3 clusters Score -4687015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -4687020.500000 Penalty: 5435.146484
	Iteration 24Q: 3 clusters Score -4687020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -4687028.500000 Penalty: 5435.146484
	Iteration 25Q: 3 clusters Score -4687028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -4687032.500000 Penalty: 5435.146484
	Iteration 26Q: 3 clusters Score -4687032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -4687037.000000 Penalty: 5435.146484
	Iteration 27Q: 3 clusters Score -4687037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -4687033.500000 Penalty: 5435.146484
	Iteration 28Q: 3 clusters Score -4687034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -4687040.500000 Penalty: 5435.146484
	Iteration 29Q: 3 clusters Score -4687040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -4687045.500000 Penalty: 5435.146484
	Iteration 30Q: 3 clusters Score -4687046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -4687044.500000 Penalty: 5435.146484
	Iteration 31Q: 3 clusters Score -4687044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -4687044.000000 Penalty: 5435.146484
	Iteration 32Q: 3 clusters Score -4687044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -4687041.000000 Penalty: 5435.146484
	Iteration 33Q: 3 clusters Score -4687041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -4687041.000000 Penalty: 5435.146484
	Iteration 34F: 3 clusters Score -4687041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Entering Unmasked Estep 
Score: -1728407.250000 Penalty: 2458.041016
	Iteration 0F: 2 clusters Score -1728407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1714172.250000 Penalty: 4916.082031
	Iteration 0F: 3 clusters Score -1714172 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1718851.000000 Penalty: 4916.082031
	Iteration 1F: 3 clusters Score -1718851 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1719260.875000 Penalty: 4916.082031
	Iteration 2F: 3 clusters Score -1719261 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1719652.750000 Penalty: 4916.082031
	Iteration 3Q: 3 clusters Score -1719653 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1720059.125000 Penalty: 4916.082031
	Iteration 4Q: 3 clusters Score -1720059 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1720551.875000 Penalty: 4916.082031
	Iteration 5Q: 3 clusters Score -1720552 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1721158.000000 Penalty: 4916.082031
	Iteration 6F: 3 clusters Score -1721158 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1721855.500000 Penalty: 4916.082031
	Iteration 7F: 3 clusters Score -1721856 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1722629.750000 Penalty: 4916.082031
	Iteration 8F: 3 clusters Score -1722630 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1723399.125000 Penalty: 4916.082031
	Iteration 9F: 3 clusters Score -1723399 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1724003.000000 Penalty: 4916.082031
	Iteration 10F: 3 clusters Score -1724003 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1724398.500000 Penalty: 4916.082031
	Iteration 11Q: 3 clusters Score -1724398 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1724617.750000 Penalty: 4916.082031
	Iteration 12Q: 3 clusters Score -1724618 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1724750.125000 Penalty: 4916.082031
	Iteration 13Q: 3 clusters Score -1724750 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1724827.500000 Penalty: 4916.082031
	Iteration 14Q: 3 clusters Score -1724828 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1724862.375000 Penalty: 4916.082031
	Iteration 15Q: 3 clusters Score -1724862 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1724896.375000 Penalty: 4916.082031
	Iteration 16Q: 3 clusters Score -1724896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1724913.625000 Penalty: 4916.082031
	Iteration 17Q: 3 clusters Score -1724914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1724928.000000 Penalty: 4916.082031
	Iteration 18Q: 3 clusters Score -1724928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1724934.500000 Penalty: 4916.082031
	Iteration 19Q: 3 clusters Score -1724934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1724940.875000 Penalty: 4916.082031
	Iteration 20F: 3 clusters Score -1724941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1724942.375000 Penalty: 4916.082031
	Iteration 21Q: 3 clusters Score -1724942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1724940.875000 Penalty: 4916.082031
	Iteration 22Q: 3 clusters Score -1724941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1724949.250000 Penalty: 4916.082031
	Iteration 23Q: 3 clusters Score -1724949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1724954.375000 Penalty: 4916.082031
	Iteration 24Q: 3 clusters Score -1724954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1724956.750000 Penalty: 4916.082031
	Iteration 25Q: 3 clusters Score -1724957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1724952.125000 Penalty: 4916.082031
	Iteration 26Q: 3 clusters Score -1724952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1724954.125000 Penalty: 4916.082031
	Iteration 27Q: 3 clusters Score -1724954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1724955.875000 Penalty: 4916.082031
	Iteration 28Q: 3 clusters Score -1724956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1724955.750000 Penalty: 4916.082031
	Iteration 29Q: 3 clusters Score -1724956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1724958.875000 Penalty: 4916.082031
	Iteration 30Q: 3 clusters Score -1724959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1724960.500000 Penalty: 4916.082031
	Iteration 31Q: 3 clusters Score -1724960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1724961.625000 Penalty: 4916.082031
	Iteration 32Q: 3 clusters Score -1724962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1724963.375000 Penalty: 4916.082031
	Iteration 33Q: 3 clusters Score -1724963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1724960.875000 Penalty: 4916.082031
	Iteration 34Q: 3 clusters Score -1724961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1724966.125000 Penalty: 4916.082031
	Iteration 35Q: 3 clusters Score -1724966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1724967.000000 Penalty: 4916.082031
	Iteration 36Q: 3 clusters Score -1724967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1724962.000000 Penalty: 4916.082031
	Iteration 37Q: 3 clusters Score -1724962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1724961.375000 Penalty: 4916.082031
	Iteration 38Q: 3 clusters Score -1724961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1724961.875000 Penalty: 4916.082031
	Iteration 39Q: 3 clusters Score -1724962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1724961.875000 Penalty: 4916.082031
	Iteration 40F: 3 clusters Score -1724962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Entering Unmasked Estep 
Score: -1426321.125000 Penalty: 2416.633789
	Iteration 0F: 2 clusters Score -1426321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1414099.250000 Penalty: 4833.267578
	Iteration 0F: 3 clusters Score -1414099 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1418172.000000 Penalty: 4833.267578
	Iteration 1F: 3 clusters Score -1418172 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1418578.375000 Penalty: 4833.267578
	Iteration 2F: 3 clusters Score -1418578 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1418948.125000 Penalty: 4833.267578
	Iteration 3F: 3 clusters Score -1418948 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1419267.250000 Penalty: 4833.267578
	Iteration 4Q: 3 clusters Score -1419267 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1419631.750000 Penalty: 4833.267578
	Iteration 5Q: 3 clusters Score -1419632 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1420006.375000 Penalty: 4833.267578
	Iteration 6Q: 3 clusters Score -1420006 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1420368.625000 Penalty: 4833.267578
	Iteration 7Q: 3 clusters Score -1420369 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1420722.375000 Penalty: 4833.267578
	Iteration 8Q: 3 clusters Score -1420722 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1421116.875000 Penalty: 4833.267578
	Iteration 9Q: 3 clusters Score -1421117 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1421515.875000 Penalty: 4833.267578
	Iteration 10Q: 3 clusters Score -1421516 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1421950.500000 Penalty: 4833.267578
	Iteration 11Q: 3 clusters Score -1421950 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1422375.750000 Penalty: 4833.267578
	Iteration 12Q: 3 clusters Score -1422376 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1422798.625000 Penalty: 4833.267578
	Iteration 13Q: 3 clusters Score -1422799 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1423138.375000 Penalty: 4833.267578
	Iteration 14Q: 3 clusters Score -1423138 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1423402.000000 Penalty: 4833.267578
	Iteration 15Q: 3 clusters Score -1423402 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1423597.750000 Penalty: 4833.267578
	Iteration 16Q: 3 clusters Score -1423598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1423740.000000 Penalty: 4833.267578
	Iteration 17Q: 3 clusters Score -1423740 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1423846.625000 Penalty: 4833.267578
	Iteration 18Q: 3 clusters Score -1423847 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1423924.875000 Penalty: 4833.267578
	Iteration 19Q: 3 clusters Score -1423925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1423994.500000 Penalty: 4833.267578
	Iteration 20F: 3 clusters Score -1423994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1424051.125000 Penalty: 4833.267578
	Iteration 21Q: 3 clusters Score -1424051 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1424094.625000 Penalty: 4833.267578
	Iteration 22Q: 3 clusters Score -1424095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1424124.000000 Penalty: 4833.267578
	Iteration 23Q: 3 clusters Score -1424124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1424147.750000 Penalty: 4833.267578
	Iteration 24Q: 3 clusters Score -1424148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1424170.250000 Penalty: 4833.267578
	Iteration 25Q: 3 clusters Score -1424170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1424199.000000 Penalty: 4833.267578
	Iteration 26Q: 3 clusters Score -1424199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1424215.500000 Penalty: 4833.267578
	Iteration 27Q: 3 clusters Score -1424216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1424235.625000 Penalty: 4833.267578
	Iteration 28Q: 3 clusters Score -1424236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1424254.625000 Penalty: 4833.267578
	Iteration 29Q: 3 clusters Score -1424255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1424266.000000 Penalty: 4833.267578
	Iteration 30Q: 3 clusters Score -1424266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1424278.750000 Penalty: 4833.267578
	Iteration 31Q: 3 clusters Score -1424279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1424285.000000 Penalty: 4833.267578
	Iteration 32Q: 3 clusters Score -1424285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1424285.750000 Penalty: 4833.267578
	Iteration 33Q: 3 clusters Score -1424286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1424294.375000 Penalty: 4833.267578
	Iteration 34Q: 3 clusters Score -1424294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1424301.125000 Penalty: 4833.267578
	Iteration 35Q: 3 clusters Score -1424301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1424308.625000 Penalty: 4833.267578
	Iteration 36Q: 3 clusters Score -1424309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1424308.000000 Penalty: 4833.267578
	Iteration 37Q: 3 clusters Score -1424308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1424309.875000 Penalty: 4833.267578
	Iteration 38Q: 3 clusters Score -1424310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1424311.000000 Penalty: 4833.267578
	Iteration 39Q: 3 clusters Score -1424311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1424311.500000 Penalty: 4833.267578
	Iteration 40F: 3 clusters Score -1424312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1424315.625000 Penalty: 4833.267578
	Iteration 41Q: 3 clusters Score -1424316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1424317.750000 Penalty: 4833.267578
	Iteration 42Q: 3 clusters Score -1424318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1424319.500000 Penalty: 4833.267578
	Iteration 43Q: 3 clusters Score -1424320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1424317.500000 Penalty: 4833.267578
	Iteration 44Q: 3 clusters Score -1424318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1424317.000000 Penalty: 4833.267578
	Iteration 45Q: 3 clusters Score -1424317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1424317.000000 Penalty: 4833.267578
	Iteration 46F: 3 clusters Score -1424317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -261965.265625 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -261965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -258453.843750 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -258453.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -259172.250000 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -259172.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -259344.250000 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -259344.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -259440.953125 Penalty: 4026.778809
	Iteration 3Q: 3 clusters Score -259441 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -259518.656250 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -259518.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -259572.906250 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -259572.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -259617.984375 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -259618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -259653.781250 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -259653.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -259690.671875 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -259690.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -259723.812500 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -259723.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -259751.734375 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -259751.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -259782.437500 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -259782.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -259816.062500 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -259816.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -259845.156250 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -259845.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -259867.140625 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -259867.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -259896.671875 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -259896.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -259932.328125 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -259932.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -259968.078125 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -259968.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -260004.343750 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -260004.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -260037.921875 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -260037.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -260067.109375 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -260067.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -260087.000000 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -260087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -260101.500000 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -260101.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -260118.359375 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -260118.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -260132.625000 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -260132.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -260142.890625 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -260142.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -260150.546875 Penalty: 4026.778809
	Iteration 26Q: 3 clusters Score -260150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -260156.015625 Penalty: 4026.778809
	Iteration 27Q: 3 clusters Score -260156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -260160.796875 Penalty: 4026.778809
	Iteration 28Q: 3 clusters Score -260160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -260166.640625 Penalty: 4026.778809
	Iteration 29Q: 3 clusters Score -260166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -260171.593750 Penalty: 4026.778809
	Iteration 30Q: 3 clusters Score -260171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -260174.437500 Penalty: 4026.778809
	Iteration 31Q: 3 clusters Score -260174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -260175.515625 Penalty: 4026.778809
	Iteration 32Q: 3 clusters Score -260175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -260177.718750 Penalty: 4026.778809
	Iteration 33Q: 3 clusters Score -260177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -260179.375000 Penalty: 4026.778809
	Iteration 34Q: 3 clusters Score -260179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -260181.593750 Penalty: 4026.778809
	Iteration 35Q: 3 clusters Score -260181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -260184.453125 Penalty: 4026.778809
	Iteration 36Q: 3 clusters Score -260184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -260187.093750 Penalty: 4026.778809
	Iteration 37Q: 3 clusters Score -260187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -260189.437500 Penalty: 4026.778809
	Iteration 38Q: 3 clusters Score -260189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -260190.453125 Penalty: 4026.778809
	Iteration 39Q: 3 clusters Score -260190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -260192.656250 Penalty: 4026.778809
	Iteration 40F: 3 clusters Score -260192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -260194.187500 Penalty: 4026.778809
	Iteration 41Q: 3 clusters Score -260194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -260196.968750 Penalty: 4026.778809
	Iteration 42Q: 3 clusters Score -260197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -260200.390625 Penalty: 4026.778809
	Iteration 43Q: 3 clusters Score -260200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -260200.906250 Penalty: 4026.778809
	Iteration 44Q: 3 clusters Score -260200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -260200.906250 Penalty: 4026.778809
	Iteration 45F: 3 clusters Score -260200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Entering Unmasked Estep 
Score: -1889537.750000 Penalty: 2476.148193
	Iteration 0F: 2 clusters Score -1889538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1874358.750000 Penalty: 4952.296387
	Iteration 0F: 3 clusters Score -1874359 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1879518.500000 Penalty: 4952.296387
	Iteration 1F: 3 clusters Score -1879518 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1879916.500000 Penalty: 4952.296387
	Iteration 2Q: 3 clusters Score -1879916 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1880262.500000 Penalty: 4952.296387
	Iteration 3Q: 3 clusters Score -1880262 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1880677.750000 Penalty: 4952.296387
	Iteration 4Q: 3 clusters Score -1880678 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1881167.375000 Penalty: 4952.296387
	Iteration 5Q: 3 clusters Score -1881167 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1881738.875000 Penalty: 4952.296387
	Iteration 6Q: 3 clusters Score -1881739 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1882409.375000 Penalty: 4952.296387
	Iteration 7Q: 3 clusters Score -1882409 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1883200.250000 Penalty: 4952.296387
	Iteration 8F: 3 clusters Score -1883200 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1884008.375000 Penalty: 4952.296387
	Iteration 9F: 3 clusters Score -1884008 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1884836.000000 Penalty: 4952.296387
	Iteration 10F: 3 clusters Score -1884836 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1885510.875000 Penalty: 4952.296387
	Iteration 11Q: 3 clusters Score -1885511 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1886084.625000 Penalty: 4952.296387
	Iteration 12Q: 3 clusters Score -1886085 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1886529.750000 Penalty: 4952.296387
	Iteration 13Q: 3 clusters Score -1886530 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1886855.625000 Penalty: 4952.296387
	Iteration 14Q: 3 clusters Score -1886856 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1887084.750000 Penalty: 4952.296387
	Iteration 15Q: 3 clusters Score -1887085 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1887243.500000 Penalty: 4952.296387
	Iteration 16Q: 3 clusters Score -1887244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1887332.750000 Penalty: 4952.296387
	Iteration 17Q: 3 clusters Score -1887333 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1887402.500000 Penalty: 4952.296387
	Iteration 18Q: 3 clusters Score -1887402 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1887445.000000 Penalty: 4952.296387
	Iteration 19Q: 3 clusters Score -1887445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1887478.375000 Penalty: 4952.296387
	Iteration 20F: 3 clusters Score -1887478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1887502.625000 Penalty: 4952.296387
	Iteration 21Q: 3 clusters Score -1887503 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1887516.750000 Penalty: 4952.296387
	Iteration 22Q: 3 clusters Score -1887517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1887533.500000 Penalty: 4952.296387
	Iteration 23Q: 3 clusters Score -1887534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1887545.000000 Penalty: 4952.296387
	Iteration 24Q: 3 clusters Score -1887545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1887548.375000 Penalty: 4952.296387
	Iteration 25Q: 3 clusters Score -1887548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1887550.750000 Penalty: 4952.296387
	Iteration 26Q: 3 clusters Score -1887551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1887558.375000 Penalty: 4952.296387
	Iteration 27Q: 3 clusters Score -1887558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1887562.875000 Penalty: 4952.296387
	Iteration 28Q: 3 clusters Score -1887563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1887577.000000 Penalty: 4952.296387
	Iteration 29Q: 3 clusters Score -1887577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1887578.125000 Penalty: 4952.296387
	Iteration 30Q: 3 clusters Score -1887578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1887584.375000 Penalty: 4952.296387
	Iteration 31Q: 3 clusters Score -1887584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1887594.750000 Penalty: 4952.296387
	Iteration 32Q: 3 clusters Score -1887595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1887600.250000 Penalty: 4952.296387
	Iteration 33Q: 3 clusters Score -1887600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1887607.000000 Penalty: 4952.296387
	Iteration 34Q: 3 clusters Score -1887607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1887611.250000 Penalty: 4952.296387
	Iteration 35Q: 3 clusters Score -1887611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1887611.750000 Penalty: 4952.296387
	Iteration 36Q: 3 clusters Score -1887612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1887612.500000 Penalty: 4952.296387
	Iteration 37Q: 3 clusters Score -1887612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1887613.750000 Penalty: 4952.296387
	Iteration 38Q: 3 clusters Score -1887614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1887613.000000 Penalty: 4952.296387
	Iteration 39Q: 3 clusters Score -1887613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1887613.500000 Penalty: 4952.296387
	Iteration 40F: 3 clusters Score -1887614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1887615.375000 Penalty: 4952.296387
	Iteration 41Q: 3 clusters Score -1887615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1887613.250000 Penalty: 4952.296387
	Iteration 42Q: 3 clusters Score -1887613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1887615.125000 Penalty: 4952.296387
	Iteration 43Q: 3 clusters Score -1887615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1887615.750000 Penalty: 4952.296387
	Iteration 44Q: 3 clusters Score -1887616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1887616.750000 Penalty: 4952.296387
	Iteration 45Q: 3 clusters Score -1887617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1887615.750000 Penalty: 4952.296387
	Iteration 46Q: 3 clusters Score -1887616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1887616.375000 Penalty: 4952.296387
	Iteration 47Q: 3 clusters Score -1887616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1887617.375000 Penalty: 4952.296387
	Iteration 48Q: 3 clusters Score -1887617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1887617.375000 Penalty: 4952.296387
	Iteration 49F: 3 clusters Score -1887617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -229773.750000 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -229773.8 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 1462 members 
Entering Unmasked Estep 
Score: -226608.937500 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -226608.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -227342.875000 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -227342.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227709.125000 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -227709.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228048.890625 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -228048.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -228318.515625 Penalty: 3951.427002
	Iteration 4F: 3 clusters Score -228318.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -228527.984375 Penalty: 3951.427002
	Iteration 5F: 3 clusters Score -228528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -228643.015625 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -228643 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -228712.765625 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -228712.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -228743.031250 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -228743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228767.187500 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -228767.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -228781.781250 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -228781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -228787.953125 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -228788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -228791.125000 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -228791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -228793.453125 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -228793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -228795.625000 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -228795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -228797.015625 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -228797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -228799.109375 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -228799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -228800.781250 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -228800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -228802.375000 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -228802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -228802.984375 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -228803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -228804.140625 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -228804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -228806.078125 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -228806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -228806.078125 Penalty: 3951.427002
	Iteration 22F: 3 clusters Score -228806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -386740.281250 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -386740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -382292.781250 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -382292.8 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -383389.218750 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -383389.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -383650.375000 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -383650.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -383837.062500 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -383837.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -383986.562500 Penalty: 4211.970215
	Iteration 4Q: 3 clusters Score -383986.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -384148.937500 Penalty: 4211.970215
	Iteration 5Q: 3 clusters Score -384148.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -384301.593750 Penalty: 4211.970215
	Iteration 6Q: 3 clusters Score -384301.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -384515.468750 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -384515.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -384839.625000 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -384839.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -385290.531250 Penalty: 4211.970215
	Iteration 9F: 3 clusters Score -385290.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -385522.687500 Penalty: 4211.970215
	Iteration 10F: 3 clusters Score -385522.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -385655.187500 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -385655.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -385753.343750 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -385753.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -385813.093750 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -385813.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -385863.187500 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -385863.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -385901.531250 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -385901.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -385946.437500 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -385946.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -385980.562500 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -385980.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -386015.843750 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -386015.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -386045.375000 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -386045.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -386075.687500 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -386075.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -386111.468750 Penalty: 4211.970215
	Iteration 21Q: 3 clusters Score -386111.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -386137.468750 Penalty: 4211.970215
	Iteration 22Q: 3 clusters Score -386137.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -386152.343750 Penalty: 4211.970215
	Iteration 23Q: 3 clusters Score -386152.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -386162.625000 Penalty: 4211.970215
	Iteration 24Q: 3 clusters Score -386162.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386180.156250 Penalty: 4211.970215
	Iteration 25Q: 3 clusters Score -386180.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -386188.500000 Penalty: 4211.970215
	Iteration 26Q: 3 clusters Score -386188.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -386191.750000 Penalty: 4211.970215
	Iteration 27Q: 3 clusters Score -386191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -386196.593750 Penalty: 4211.970215
	Iteration 28Q: 3 clusters Score -386196.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -386203.500000 Penalty: 4211.970215
	Iteration 29Q: 3 clusters Score -386203.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -386210.562500 Penalty: 4211.970215
	Iteration 30Q: 3 clusters Score -386210.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -386218.750000 Penalty: 4211.970215
	Iteration 31Q: 3 clusters Score -386218.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -386223.718750 Penalty: 4211.970215
	Iteration 32Q: 3 clusters Score -386223.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -386228.968750 Penalty: 4211.970215
	Iteration 33Q: 3 clusters Score -386229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -386231.406250 Penalty: 4211.970215
	Iteration 34Q: 3 clusters Score -386231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -386234.718750 Penalty: 4211.970215
	Iteration 35Q: 3 clusters Score -386234.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -386237.250000 Penalty: 4211.970215
	Iteration 36Q: 3 clusters Score -386237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -386241.218750 Penalty: 4211.970215
	Iteration 37Q: 3 clusters Score -386241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -386244.781250 Penalty: 4211.970215
	Iteration 38Q: 3 clusters Score -386244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -386247.750000 Penalty: 4211.970215
	Iteration 39Q: 3 clusters Score -386247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -386251.750000 Penalty: 4211.970215
	Iteration 40F: 3 clusters Score -386251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -386253.843750 Penalty: 4211.970215
	Iteration 41Q: 3 clusters Score -386253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -386257.031250 Penalty: 4211.970215
	Iteration 42Q: 3 clusters Score -386257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -386259.437500 Penalty: 4211.970215
	Iteration 43Q: 3 clusters Score -386259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -386262.406250 Penalty: 4211.970215
	Iteration 44Q: 3 clusters Score -386262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -386263.625000 Penalty: 4211.970215
	Iteration 45Q: 3 clusters Score -386263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -386265.625000 Penalty: 4211.970215
	Iteration 46Q: 3 clusters Score -386265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -386266.468750 Penalty: 4211.970215
	Iteration 47Q: 3 clusters Score -386266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -386266.250000 Penalty: 4211.970215
	Iteration 48Q: 3 clusters Score -386266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -386267.187500 Penalty: 4211.970215
	Iteration 49Q: 3 clusters Score -386267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -386267.812500 Penalty: 4211.970215
	Iteration 50Q: 3 clusters Score -386267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -386269.625000 Penalty: 4211.970215
	Iteration 51Q: 3 clusters Score -386269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -386270.468750 Penalty: 4211.970215
	Iteration 52Q: 3 clusters Score -386270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -386271.500000 Penalty: 4211.970215
	Iteration 53Q: 3 clusters Score -386271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -386271.562500 Penalty: 4211.970215
	Iteration 54Q: 3 clusters Score -386271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -386271.875000 Penalty: 4211.970215
	Iteration 55Q: 3 clusters Score -386271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -386271.875000 Penalty: 4211.970215
	Iteration 56F: 3 clusters Score -386271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -78329.171875 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -78329.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -76219.359375 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -76219.36 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -76766.054688 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -76766.05 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77059.343750 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -77059.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77284.820312 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -77284.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -77418.804688 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -77418.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -77488.359375 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -77488.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -77538.234375 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -77538.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -77560.367188 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -77560.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77569.390625 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -77569.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -77583.750000 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -77583.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -77591.765625 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -77591.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77597.328125 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -77597.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77601.179688 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -77601.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77604.203125 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -77604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77605.867188 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -77605.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77605.867188 Penalty: 3566.575439
	Iteration 15F: 3 clusters Score -77605.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -672080.187500 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -672080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -665385.000000 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -665385 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -667226.562500 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -667226.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -667524.875000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -667524.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -667769.375000 Penalty: 4480.903809
	Iteration 3F: 3 clusters Score -667769.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -667997.812500 Penalty: 4480.903809
	Iteration 4F: 3 clusters Score -667997.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -668229.750000 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -668229.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -668468.937500 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -668468.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -668711.437500 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -668711.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -668912.312500 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -668912.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -669116.312500 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -669116.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -669306.187500 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -669306.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -669454.250000 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -669454.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -669552.437500 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -669552.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -669633.187500 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -669633.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -669720.750000 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -669720.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -669817.125000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -669817.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -669905.750000 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -669905.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -669982.812500 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -669982.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -670046.375000 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -670046.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -670094.375000 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -670094.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -670121.687500 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -670121.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -670142.812500 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -670142.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -670160.500000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -670160.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -670177.687500 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -670177.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -670194.812500 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -670194.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -670205.375000 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -670205.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -670210.437500 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -670210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -670215.437500 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -670215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -670218.437500 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -670218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -670218.875000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -670218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -670219.687500 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -670219.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -670224.125000 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -670224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -670228.000000 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -670228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -670229.812500 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -670229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -670233.125000 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -670233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -670235.312500 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -670235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -670236.187500 Penalty: 4480.903809
	Iteration 36Q: 3 clusters Score -670236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -670235.375000 Penalty: 4480.903809
	Iteration 37Q: 3 clusters Score -670235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -670236.437500 Penalty: 4480.903809
	Iteration 38Q: 3 clusters Score -670236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -670236.437500 Penalty: 4480.903809
	Iteration 39Q: 3 clusters Score -670236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -670236.437500 Penalty: 4480.903809
	Iteration 40F: 3 clusters Score -670236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -60447.097656 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -60447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -58654.222656 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -58654.22 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58939.589844 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -58939.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59098.296875 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -59098.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59208.718750 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -59208.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59274.464844 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -59274.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59292.464844 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -59292.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59299.398438 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -59299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59300.070312 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -59300.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59301.406250 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -59301.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59302.171875 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -59302.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59305.300781 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -59305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59311.437500 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -59311.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59313.863281 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -59313.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59316.933594 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -59316.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59318.992188 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -59318.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59318.992188 Penalty: 3313.704102
	Iteration 15F: 3 clusters Score -59318.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Entering Unmasked Estep 
Score: -702917.125000 Penalty: 2245.604004
	Iteration 0F: 2 clusters Score -702917.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -696191.187500 Penalty: 4491.208008
	Iteration 0F: 3 clusters Score -696191.2 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -698090.000000 Penalty: 4491.208008
	Iteration 1F: 3 clusters Score -698090 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -698395.875000 Penalty: 4491.208008
	Iteration 2F: 3 clusters Score -698395.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -698652.375000 Penalty: 4491.208008
	Iteration 3F: 3 clusters Score -698652.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -698837.687500 Penalty: 4491.208008
	Iteration 4Q: 3 clusters Score -698837.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -698990.500000 Penalty: 4491.208008
	Iteration 5Q: 3 clusters Score -698990.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -699137.437500 Penalty: 4491.208008
	Iteration 6Q: 3 clusters Score -699137.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -699284.062500 Penalty: 4491.208008
	Iteration 7Q: 3 clusters Score -699284.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -699456.937500 Penalty: 4491.208008
	Iteration 8Q: 3 clusters Score -699456.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -699648.937500 Penalty: 4491.208008
	Iteration 9Q: 3 clusters Score -699648.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -699835.312500 Penalty: 4491.208008
	Iteration 10Q: 3 clusters Score -699835.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -700042.375000 Penalty: 4491.208008
	Iteration 11Q: 3 clusters Score -700042.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -700240.937500 Penalty: 4491.208008
	Iteration 12Q: 3 clusters Score -700240.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -700471.437500 Penalty: 4491.208008
	Iteration 13Q: 3 clusters Score -700471.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -700726.812500 Penalty: 4491.208008
	Iteration 14Q: 3 clusters Score -700726.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -700933.562500 Penalty: 4491.208008
	Iteration 15Q: 3 clusters Score -700933.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -701078.187500 Penalty: 4491.208008
	Iteration 16Q: 3 clusters Score -701078.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701185.812500 Penalty: 4491.208008
	Iteration 17Q: 3 clusters Score -701185.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -701272.125000 Penalty: 4491.208008
	Iteration 18Q: 3 clusters Score -701272.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -701335.437500 Penalty: 4491.208008
	Iteration 19Q: 3 clusters Score -701335.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -701369.125000 Penalty: 4491.208008
	Iteration 20F: 3 clusters Score -701369.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -701390.500000 Penalty: 4491.208008
	Iteration 21Q: 3 clusters Score -701390.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -701402.375000 Penalty: 4491.208008
	Iteration 22Q: 3 clusters Score -701402.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -701413.500000 Penalty: 4491.208008
	Iteration 23Q: 3 clusters Score -701413.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -701422.062500 Penalty: 4491.208008
	Iteration 24Q: 3 clusters Score -701422.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -701434.312500 Penalty: 4491.208008
	Iteration 25Q: 3 clusters Score -701434.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -701438.562500 Penalty: 4491.208008
	Iteration 26Q: 3 clusters Score -701438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -701447.375000 Penalty: 4491.208008
	Iteration 27Q: 3 clusters Score -701447.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -701453.687500 Penalty: 4491.208008
	Iteration 28Q: 3 clusters Score -701453.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -701459.750000 Penalty: 4491.208008
	Iteration 29Q: 3 clusters Score -701459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -701468.812500 Penalty: 4491.208008
	Iteration 30Q: 3 clusters Score -701468.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -701474.812500 Penalty: 4491.208008
	Iteration 31Q: 3 clusters Score -701474.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -701478.937500 Penalty: 4491.208008
	Iteration 32Q: 3 clusters Score -701478.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -701487.062500 Penalty: 4491.208008
	Iteration 33Q: 3 clusters Score -701487.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -701495.000000 Penalty: 4491.208008
	Iteration 34Q: 3 clusters Score -701495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -701503.500000 Penalty: 4491.208008
	Iteration 35Q: 3 clusters Score -701503.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -701507.562500 Penalty: 4491.208008
	Iteration 36Q: 3 clusters Score -701507.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -701512.687500 Penalty: 4491.208008
	Iteration 37Q: 3 clusters Score -701512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -701517.062500 Penalty: 4491.208008
	Iteration 38Q: 3 clusters Score -701517.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -701521.437500 Penalty: 4491.208008
	Iteration 39Q: 3 clusters Score -701521.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -701531.125000 Penalty: 4491.208008
	Iteration 40F: 3 clusters Score -701531.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -701537.500000 Penalty: 4491.208008
	Iteration 41Q: 3 clusters Score -701537.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -701543.562500 Penalty: 4491.208008
	Iteration 42Q: 3 clusters Score -701543.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -701551.562500 Penalty: 4491.208008
	Iteration 43Q: 3 clusters Score -701551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -701553.312500 Penalty: 4491.208008
	Iteration 44Q: 3 clusters Score -701553.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -701558.125000 Penalty: 4491.208008
	Iteration 45Q: 3 clusters Score -701558.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -701558.187500 Penalty: 4491.208008
	Iteration 46Q: 3 clusters Score -701558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -701560.437500 Penalty: 4491.208008
	Iteration 47Q: 3 clusters Score -701560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -701561.750000 Penalty: 4491.208008
	Iteration 48Q: 3 clusters Score -701561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -701564.875000 Penalty: 4491.208008
	Iteration 49Q: 3 clusters Score -701564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -701568.187500 Penalty: 4491.208008
	Iteration 50Q: 3 clusters Score -701568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -701569.312500 Penalty: 4491.208008
	Iteration 51Q: 3 clusters Score -701569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -701571.375000 Penalty: 4491.208008
	Iteration 52Q: 3 clusters Score -701571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -701573.750000 Penalty: 4491.208008
	Iteration 53Q: 3 clusters Score -701573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -701573.062500 Penalty: 4491.208008
	Iteration 54Q: 3 clusters Score -701573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -701574.437500 Penalty: 4491.208008
	Iteration 55Q: 3 clusters Score -701574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -701579.312500 Penalty: 4491.208008
	Iteration 56Q: 3 clusters Score -701579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -701580.437500 Penalty: 4491.208008
	Iteration 57Q: 3 clusters Score -701580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -701580.250000 Penalty: 4491.208008
	Iteration 58Q: 3 clusters Score -701580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -701580.125000 Penalty: 4491.208008
	Iteration 59Q: 3 clusters Score -701580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -701580.125000 Penalty: 4491.208008
	Iteration 60F: 3 clusters Score -701580.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -593271.312500 Penalty: 2201.521484
	Iteration 0F: 2 clusters Score -593271.3 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 3661 members 
Entering Unmasked Estep 
Score: -587326.750000 Penalty: 4403.042969
	Iteration 0F: 3 clusters Score -587326.8 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -588981.375000 Penalty: 4403.042969
	Iteration 1F: 3 clusters Score -588981.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -589315.937500 Penalty: 4403.042969
	Iteration 2F: 3 clusters Score -589315.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -589536.812500 Penalty: 4403.042969
	Iteration 3F: 3 clusters Score -589536.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -589711.500000 Penalty: 4403.042969
	Iteration 4Q: 3 clusters Score -589711.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -589863.687500 Penalty: 4403.042969
	Iteration 5Q: 3 clusters Score -589863.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -589990.250000 Penalty: 4403.042969
	Iteration 6Q: 3 clusters Score -589990.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -590082.250000 Penalty: 4403.042969
	Iteration 7Q: 3 clusters Score -590082.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -590165.562500 Penalty: 4403.042969
	Iteration 8Q: 3 clusters Score -590165.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -590236.875000 Penalty: 4403.042969
	Iteration 9Q: 3 clusters Score -590236.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -590304.687500 Penalty: 4403.042969
	Iteration 10Q: 3 clusters Score -590304.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -590376.375000 Penalty: 4403.042969
	Iteration 11Q: 3 clusters Score -590376.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -590445.062500 Penalty: 4403.042969
	Iteration 12Q: 3 clusters Score -590445.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -590499.562500 Penalty: 4403.042969
	Iteration 13Q: 3 clusters Score -590499.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -590548.312500 Penalty: 4403.042969
	Iteration 14Q: 3 clusters Score -590548.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -590604.562500 Penalty: 4403.042969
	Iteration 15Q: 3 clusters Score -590604.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -590646.250000 Penalty: 4403.042969
	Iteration 16Q: 3 clusters Score -590646.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -590689.625000 Penalty: 4403.042969
	Iteration 17Q: 3 clusters Score -590689.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -590735.125000 Penalty: 4403.042969
	Iteration 18Q: 3 clusters Score -590735.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -590781.000000 Penalty: 4403.042969
	Iteration 19Q: 3 clusters Score -590781 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -590825.687500 Penalty: 4403.042969
	Iteration 20F: 3 clusters Score -590825.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -590875.562500 Penalty: 4403.042969
	Iteration 21Q: 3 clusters Score -590875.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -590924.125000 Penalty: 4403.042969
	Iteration 22Q: 3 clusters Score -590924.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -590959.625000 Penalty: 4403.042969
	Iteration 23Q: 3 clusters Score -590959.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -590987.437500 Penalty: 4403.042969
	Iteration 24Q: 3 clusters Score -590987.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -591012.750000 Penalty: 4403.042969
	Iteration 25Q: 3 clusters Score -591012.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -591033.125000 Penalty: 4403.042969
	Iteration 26Q: 3 clusters Score -591033.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -591046.937500 Penalty: 4403.042969
	Iteration 27Q: 3 clusters Score -591046.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -591055.750000 Penalty: 4403.042969
	Iteration 28Q: 3 clusters Score -591055.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -591064.312500 Penalty: 4403.042969
	Iteration 29Q: 3 clusters Score -591064.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -591073.000000 Penalty: 4403.042969
	Iteration 30Q: 3 clusters Score -591073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -591077.625000 Penalty: 4403.042969
	Iteration 31Q: 3 clusters Score -591077.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -591085.625000 Penalty: 4403.042969
	Iteration 32Q: 3 clusters Score -591085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -591090.625000 Penalty: 4403.042969
	Iteration 33Q: 3 clusters Score -591090.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -591097.687500 Penalty: 4403.042969
	Iteration 34Q: 3 clusters Score -591097.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -591102.812500 Penalty: 4403.042969
	Iteration 35Q: 3 clusters Score -591102.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -591105.375000 Penalty: 4403.042969
	Iteration 36Q: 3 clusters Score -591105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -591107.812500 Penalty: 4403.042969
	Iteration 37Q: 3 clusters Score -591107.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -591111.000000 Penalty: 4403.042969
	Iteration 38Q: 3 clusters Score -591111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -591111.000000 Penalty: 4403.042969
	Iteration 39Q: 3 clusters Score -591111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -591111.437500 Penalty: 4403.042969
	Iteration 40F: 3 clusters Score -591111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -591112.437500 Penalty: 4403.042969
	Iteration 41Q: 3 clusters Score -591112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -591112.500000 Penalty: 4403.042969
	Iteration 42Q: 3 clusters Score -591112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -591112.687500 Penalty: 4403.042969
	Iteration 43Q: 3 clusters Score -591112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -591113.875000 Penalty: 4403.042969
	Iteration 44Q: 3 clusters Score -591113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -591114.312500 Penalty: 4403.042969
	Iteration 45Q: 3 clusters Score -591114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -591113.375000 Penalty: 4403.042969
	Iteration 46Q: 3 clusters Score -591113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -591112.812500 Penalty: 4403.042969
	Iteration 47Q: 3 clusters Score -591112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -591113.500000 Penalty: 4403.042969
	Iteration 48Q: 3 clusters Score -591113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -591113.000000 Penalty: 4403.042969
	Iteration 49Q: 3 clusters Score -591113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -591113.000000 Penalty: 4403.042969
	Iteration 50F: 3 clusters Score -591113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -166571.843750 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -166571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -163900.218750 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -163900.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164333.015625 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -164333 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -164470.593750 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -164470.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -164574.359375 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -164574.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164657.359375 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -164657.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164723.515625 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -164723.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -164773.765625 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -164773.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -164813.046875 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -164813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164847.687500 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -164847.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -164881.250000 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -164881.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -164916.937500 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -164916.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -164944.843750 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -164944.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164971.906250 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -164971.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -164991.671875 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -164991.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -165022.437500 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -165022.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -165047.687500 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -165047.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165065.656250 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -165065.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -165079.703125 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -165079.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -165100.093750 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -165100.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165123.031250 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -165123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165143.031250 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -165143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165154.250000 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -165154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165170.828125 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -165170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -165199.843750 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -165199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165222.359375 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -165222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165235.812500 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -165235.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -165249.750000 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -165249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165256.859375 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -165256.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165260.890625 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -165260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -165263.484375 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -165263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165266.625000 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -165266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -165268.718750 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -165268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165269.312500 Penalty: 3793.538330
	Iteration 32Q: 3 clusters Score -165269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -165270.250000 Penalty: 3793.538330
	Iteration 33Q: 3 clusters Score -165270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165270.843750 Penalty: 3793.538330
	Iteration 34Q: 3 clusters Score -165270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165273.843750 Penalty: 3793.538330
	Iteration 35Q: 3 clusters Score -165273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165274.187500 Penalty: 3793.538330
	Iteration 36Q: 3 clusters Score -165274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165274.703125 Penalty: 3793.538330
	Iteration 37Q: 3 clusters Score -165274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165274.703125 Penalty: 3793.538330
	Iteration 38F: 3 clusters Score -165274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -100389.367188 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -100389.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -98231.593750 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -98231.59 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -98637.226562 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -98637.23 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98844.453125 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -98844.45 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98967.500000 Penalty: 3574.363281
	Iteration 3F: 3 clusters Score -98967.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -99044.429688 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -99044.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99097.523438 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -99097.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99140.218750 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -99140.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99173.960938 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -99173.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99191.179688 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -99191.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99205.500000 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -99205.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99219.140625 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -99219.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99224.148438 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -99224.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99225.546875 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -99225.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99227.125000 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -99227.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99229.890625 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -99229.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99237.570312 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -99237.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99241.164062 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -99241.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99241.164062 Penalty: 3574.363281
	Iteration 17F: 3 clusters Score -99241.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Entering Unmasked Estep 
Score: -760297.562500 Penalty: 2300.549561
	Iteration 0F: 2 clusters Score -760297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -752164.312500 Penalty: 4601.099121
	Iteration 0F: 3 clusters Score -752164.3 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -754900.250000 Penalty: 4601.099121
	Iteration 1F: 3 clusters Score -754900.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -755789.250000 Penalty: 4601.099121
	Iteration 2F: 3 clusters Score -755789.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -756543.375000 Penalty: 4601.099121
	Iteration 3F: 3 clusters Score -756543.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -757110.812500 Penalty: 4601.099121
	Iteration 4F: 3 clusters Score -757110.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -757507.812500 Penalty: 4601.099121
	Iteration 5F: 3 clusters Score -757507.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -757817.062500 Penalty: 4601.099121
	Iteration 6Q: 3 clusters Score -757817.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -758082.000000 Penalty: 4601.099121
	Iteration 7Q: 3 clusters Score -758082 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -758320.437500 Penalty: 4601.099121
	Iteration 8Q: 3 clusters Score -758320.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -758520.250000 Penalty: 4601.099121
	Iteration 9Q: 3 clusters Score -758520.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -758703.000000 Penalty: 4601.099121
	Iteration 10Q: 3 clusters Score -758703 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -758894.187500 Penalty: 4601.099121
	Iteration 11Q: 3 clusters Score -758894.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -759040.937500 Penalty: 4601.099121
	Iteration 12Q: 3 clusters Score -759040.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -759171.312500 Penalty: 4601.099121
	Iteration 13Q: 3 clusters Score -759171.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -759287.000000 Penalty: 4601.099121
	Iteration 14Q: 3 clusters Score -759287 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -759399.250000 Penalty: 4601.099121
	Iteration 15Q: 3 clusters Score -759399.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -759477.937500 Penalty: 4601.099121
	Iteration 16Q: 3 clusters Score -759477.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -759537.625000 Penalty: 4601.099121
	Iteration 17Q: 3 clusters Score -759537.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -759585.312500 Penalty: 4601.099121
	Iteration 18Q: 3 clusters Score -759585.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -759629.875000 Penalty: 4601.099121
	Iteration 19Q: 3 clusters Score -759629.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -759676.625000 Penalty: 4601.099121
	Iteration 20F: 3 clusters Score -759676.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -759717.500000 Penalty: 4601.099121
	Iteration 21Q: 3 clusters Score -759717.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -759747.125000 Penalty: 4601.099121
	Iteration 22Q: 3 clusters Score -759747.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -759766.687500 Penalty: 4601.099121
	Iteration 23Q: 3 clusters Score -759766.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -759780.375000 Penalty: 4601.099121
	Iteration 24Q: 3 clusters Score -759780.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -759786.125000 Penalty: 4601.099121
	Iteration 25Q: 3 clusters Score -759786.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -759792.125000 Penalty: 4601.099121
	Iteration 26Q: 3 clusters Score -759792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -759794.437500 Penalty: 4601.099121
	Iteration 27Q: 3 clusters Score -759794.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -759798.375000 Penalty: 4601.099121
	Iteration 28Q: 3 clusters Score -759798.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -759804.500000 Penalty: 4601.099121
	Iteration 29Q: 3 clusters Score -759804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -759805.437500 Penalty: 4601.099121
	Iteration 30Q: 3 clusters Score -759805.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -759808.937500 Penalty: 4601.099121
	Iteration 31Q: 3 clusters Score -759808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -759814.687500 Penalty: 4601.099121
	Iteration 32Q: 3 clusters Score -759814.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -759818.562500 Penalty: 4601.099121
	Iteration 33Q: 3 clusters Score -759818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -759823.437500 Penalty: 4601.099121
	Iteration 34Q: 3 clusters Score -759823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -759832.375000 Penalty: 4601.099121
	Iteration 35Q: 3 clusters Score -759832.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -759842.125000 Penalty: 4601.099121
	Iteration 36Q: 3 clusters Score -759842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -759848.187500 Penalty: 4601.099121
	Iteration 37Q: 3 clusters Score -759848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -759852.875000 Penalty: 4601.099121
	Iteration 38Q: 3 clusters Score -759852.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -759856.750000 Penalty: 4601.099121
	Iteration 39Q: 3 clusters Score -759856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -759858.375000 Penalty: 4601.099121
	Iteration 40F: 3 clusters Score -759858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -759859.250000 Penalty: 4601.099121
	Iteration 41Q: 3 clusters Score -759859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -759863.250000 Penalty: 4601.099121
	Iteration 42Q: 3 clusters Score -759863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -759863.875000 Penalty: 4601.099121
	Iteration 43Q: 3 clusters Score -759863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -759863.937500 Penalty: 4601.099121
	Iteration 44Q: 3 clusters Score -759863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -759865.187500 Penalty: 4601.099121
	Iteration 45Q: 3 clusters Score -759865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -759865.187500 Penalty: 4601.099121
	Iteration 46F: 3 clusters Score -759865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -443858.593750 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -443858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -439044.375000 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -439044.4 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -440248.906250 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -440248.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -440449.531250 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -440449.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -440576.031250 Penalty: 4273.781738
	Iteration 3Q: 3 clusters Score -440576 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -440668.562500 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -440668.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -440728.468750 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -440728.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -440778.250000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -440778.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -440813.343750 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -440813.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -440842.875000 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -440842.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -440865.468750 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -440865.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -440890.687500 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -440890.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -440919.218750 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -440919.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -440945.406250 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -440945.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -440966.125000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -440966.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -440987.718750 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -440987.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -441007.250000 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -441007.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -441029.250000 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -441029.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -441059.968750 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -441060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -441103.156250 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -441103.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -441151.781250 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -441151.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -441205.656250 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -441205.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -441264.750000 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -441264.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -441337.156250 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -441337.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -441398.281250 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -441398.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -441471.531250 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -441471.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -441552.906250 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -441552.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -441625.562500 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -441625.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -441702.343750 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -441702.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -441773.718750 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -441773.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -441828.500000 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -441828.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -441882.375000 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -441882.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -441920.906250 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -441920.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -441943.718750 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -441943.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -441969.750000 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -441969.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -441993.843750 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -441993.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -442015.031250 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -442015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -442029.281250 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -442029.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -442037.968750 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -442038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -442043.687500 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -442043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -442048.750000 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -442048.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -442051.968750 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -442052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -442054.500000 Penalty: 4273.781738
	Iteration 41Q: 3 clusters Score -442054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -442055.750000 Penalty: 4273.781738
	Iteration 42Q: 3 clusters Score -442055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -442057.031250 Penalty: 4273.781738
	Iteration 43Q: 3 clusters Score -442057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -442057.312500 Penalty: 4273.781738
	Iteration 44Q: 3 clusters Score -442057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -442058.750000 Penalty: 4273.781738
	Iteration 45Q: 3 clusters Score -442058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -442058.218750 Penalty: 4273.781738
	Iteration 46Q: 3 clusters Score -442058.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -442058.218750 Penalty: 4273.781738
	Iteration 47F: 3 clusters Score -442058.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Entering Unmasked Estep 
Score: -1002429.375000 Penalty: 2326.469971
	Iteration 0F: 2 clusters Score -1002429 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 5925 members 
Entering Unmasked Estep 
Score: -993540.375000 Penalty: 4652.939941
	Iteration 0F: 3 clusters Score -993540.4 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -996195.562500 Penalty: 4652.939941
	Iteration 1F: 3 clusters Score -996195.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -996492.000000 Penalty: 4652.939941
	Iteration 2F: 3 clusters Score -996492 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -996709.437500 Penalty: 4652.939941
	Iteration 3Q: 3 clusters Score -996709.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -996913.312500 Penalty: 4652.939941
	Iteration 4Q: 3 clusters Score -996913.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -997101.500000 Penalty: 4652.939941
	Iteration 5Q: 3 clusters Score -997101.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -997312.812500 Penalty: 4652.939941
	Iteration 6Q: 3 clusters Score -997312.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -997559.875000 Penalty: 4652.939941
	Iteration 7Q: 3 clusters Score -997559.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -997867.812500 Penalty: 4652.939941
	Iteration 8Q: 3 clusters Score -997867.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -998220.687500 Penalty: 4652.939941
	Iteration 9Q: 3 clusters Score -998220.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -998584.687500 Penalty: 4652.939941
	Iteration 10Q: 3 clusters Score -998584.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -998976.187500 Penalty: 4652.939941
	Iteration 11Q: 3 clusters Score -998976.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -999334.187500 Penalty: 4652.939941
	Iteration 12Q: 3 clusters Score -999334.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -999601.000000 Penalty: 4652.939941
	Iteration 13Q: 3 clusters Score -999601 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -999826.312500 Penalty: 4652.939941
	Iteration 14Q: 3 clusters Score -999826.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1000011.750000 Penalty: 4652.939941
	Iteration 15Q: 3 clusters Score -1000012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1000143.500000 Penalty: 4652.939941
	Iteration 16Q: 3 clusters Score -1000144 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1000239.437500 Penalty: 4652.939941
	Iteration 17Q: 3 clusters Score -1000239 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1000326.437500 Penalty: 4652.939941
	Iteration 18Q: 3 clusters Score -1000326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1000382.125000 Penalty: 4652.939941
	Iteration 19Q: 3 clusters Score -1000382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1000412.250000 Penalty: 4652.939941
	Iteration 20F: 3 clusters Score -1000412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1000434.500000 Penalty: 4652.939941
	Iteration 21Q: 3 clusters Score -1000434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1000449.625000 Penalty: 4652.939941
	Iteration 22Q: 3 clusters Score -1000450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1000462.062500 Penalty: 4652.939941
	Iteration 23Q: 3 clusters Score -1000462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1000472.375000 Penalty: 4652.939941
	Iteration 24Q: 3 clusters Score -1000472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1000480.750000 Penalty: 4652.939941
	Iteration 25Q: 3 clusters Score -1000481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1000487.875000 Penalty: 4652.939941
	Iteration 26Q: 3 clusters Score -1000488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1000496.437500 Penalty: 4652.939941
	Iteration 27Q: 3 clusters Score -1000496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1000507.437500 Penalty: 4652.939941
	Iteration 28Q: 3 clusters Score -1000507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1000512.062500 Penalty: 4652.939941
	Iteration 29Q: 3 clusters Score -1000512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1000517.625000 Penalty: 4652.939941
	Iteration 30Q: 3 clusters Score -1000518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1000522.000000 Penalty: 4652.939941
	Iteration 31Q: 3 clusters Score -1000522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1000527.625000 Penalty: 4652.939941
	Iteration 32Q: 3 clusters Score -1000528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1000531.250000 Penalty: 4652.939941
	Iteration 33Q: 3 clusters Score -1000531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1000536.312500 Penalty: 4652.939941
	Iteration 34Q: 3 clusters Score -1000536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1000541.000000 Penalty: 4652.939941
	Iteration 35Q: 3 clusters Score -1000541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1000542.375000 Penalty: 4652.939941
	Iteration 36Q: 3 clusters Score -1000542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1000544.562500 Penalty: 4652.939941
	Iteration 37Q: 3 clusters Score -1000545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1000548.062500 Penalty: 4652.939941
	Iteration 38Q: 3 clusters Score -1000548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1000552.000000 Penalty: 4652.939941
	Iteration 39Q: 3 clusters Score -1000552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1000554.625000 Penalty: 4652.939941
	Iteration 40F: 3 clusters Score -1000555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1000556.625000 Penalty: 4652.939941
	Iteration 41Q: 3 clusters Score -1000557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1000559.625000 Penalty: 4652.939941
	Iteration 42Q: 3 clusters Score -1000560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1000561.187500 Penalty: 4652.939941
	Iteration 43Q: 3 clusters Score -1000561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1000560.812500 Penalty: 4652.939941
	Iteration 44Q: 3 clusters Score -1000561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1000562.062500 Penalty: 4652.939941
	Iteration 45Q: 3 clusters Score -1000562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1000562.062500 Penalty: 4652.939941
	Iteration 46F: 3 clusters Score -1000562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (17039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Entering Unmasked Estep 
Score: -1406717.125000 Penalty: 2416.328613
	Iteration 0F: 2 clusters Score -1406717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1394494.750000 Penalty: 4832.657227
	Iteration 0F: 3 clusters Score -1394495 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1398565.875000 Penalty: 4832.657227
	Iteration 1F: 3 clusters Score -1398566 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1399192.625000 Penalty: 4832.657227
	Iteration 2F: 3 clusters Score -1399193 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1399908.500000 Penalty: 4832.657227
	Iteration 3F: 3 clusters Score -1399908 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1400904.375000 Penalty: 4832.657227
	Iteration 4F: 3 clusters Score -1400904 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1402128.250000 Penalty: 4832.657227
	Iteration 5F: 3 clusters Score -1402128 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1403306.875000 Penalty: 4832.657227
	Iteration 6F: 3 clusters Score -1403307 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1404210.625000 Penalty: 4832.657227
	Iteration 7F: 3 clusters Score -1404211 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1404812.000000 Penalty: 4832.657227
	Iteration 8F: 3 clusters Score -1404812 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1405185.500000 Penalty: 4832.657227
	Iteration 9Q: 3 clusters Score -1405186 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1405417.875000 Penalty: 4832.657227
	Iteration 10Q: 3 clusters Score -1405418 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1405556.750000 Penalty: 4832.657227
	Iteration 11Q: 3 clusters Score -1405557 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1405649.500000 Penalty: 4832.657227
	Iteration 12Q: 3 clusters Score -1405650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1405715.375000 Penalty: 4832.657227
	Iteration 13Q: 3 clusters Score -1405715 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1405764.375000 Penalty: 4832.657227
	Iteration 14Q: 3 clusters Score -1405764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1405809.125000 Penalty: 4832.657227
	Iteration 15Q: 3 clusters Score -1405809 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1405846.750000 Penalty: 4832.657227
	Iteration 16Q: 3 clusters Score -1405847 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1405872.750000 Penalty: 4832.657227
	Iteration 17Q: 3 clusters Score -1405873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1405900.500000 Penalty: 4832.657227
	Iteration 18Q: 3 clusters Score -1405900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1405920.375000 Penalty: 4832.657227
	Iteration 19Q: 3 clusters Score -1405920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1405943.875000 Penalty: 4832.657227
	Iteration 20F: 3 clusters Score -1405944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1405958.750000 Penalty: 4832.657227
	Iteration 21Q: 3 clusters Score -1405959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1405976.375000 Penalty: 4832.657227
	Iteration 22Q: 3 clusters Score -1405976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1405993.500000 Penalty: 4832.657227
	Iteration 23Q: 3 clusters Score -1405994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1406007.625000 Penalty: 4832.657227
	Iteration 24Q: 3 clusters Score -1406008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1406021.375000 Penalty: 4832.657227
	Iteration 25Q: 3 clusters Score -1406021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1406044.250000 Penalty: 4832.657227
	Iteration 26Q: 3 clusters Score -1406044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1406069.750000 Penalty: 4832.657227
	Iteration 27Q: 3 clusters Score -1406070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1406099.500000 Penalty: 4832.657227
	Iteration 28Q: 3 clusters Score -1406100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1406149.250000 Penalty: 4832.657227
	Iteration 29Q: 3 clusters Score -1406149 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1406218.125000 Penalty: 4832.657227
	Iteration 30Q: 3 clusters Score -1406218 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1406298.875000 Penalty: 4832.657227
	Iteration 31Q: 3 clusters Score -1406299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1406437.125000 Penalty: 4832.657227
	Iteration 32Q: 3 clusters Score -1406437 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1406610.500000 Penalty: 4832.657227
	Iteration 33Q: 3 clusters Score -1406610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1406776.250000 Penalty: 4832.657227
	Iteration 34Q: 3 clusters Score -1406776 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1406853.375000 Penalty: 4832.657227
	Iteration 35Q: 3 clusters Score -1406853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1406884.875000 Penalty: 4832.657227
	Iteration 36Q: 3 clusters Score -1406885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1406895.875000 Penalty: 4832.657227
	Iteration 37Q: 3 clusters Score -1406896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1406903.625000 Penalty: 4832.657227
	Iteration 38Q: 3 clusters Score -1406904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1406908.625000 Penalty: 4832.657227
	Iteration 39Q: 3 clusters Score -1406909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1406914.750000 Penalty: 4832.657227
	Iteration 40F: 3 clusters Score -1406915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1406916.750000 Penalty: 4832.657227
	Iteration 41Q: 3 clusters Score -1406917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1406919.500000 Penalty: 4832.657227
	Iteration 42Q: 3 clusters Score -1406920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1406919.000000 Penalty: 4832.657227
	Iteration 43Q: 3 clusters Score -1406919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1406923.125000 Penalty: 4832.657227
	Iteration 44Q: 3 clusters Score -1406923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1406929.625000 Penalty: 4832.657227
	Iteration 45Q: 3 clusters Score -1406930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1406928.750000 Penalty: 4832.657227
	Iteration 46Q: 3 clusters Score -1406929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1406932.250000 Penalty: 4832.657227
	Iteration 47Q: 3 clusters Score -1406932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1406932.250000 Penalty: 4832.657227
	Iteration 48Q: 3 clusters Score -1406932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1406932.375000 Penalty: 4832.657227
	Iteration 49Q: 3 clusters Score -1406932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1406932.375000 Penalty: 4832.657227
	Iteration 50F: 3 clusters Score -1406932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10683 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11860 members 
Mstep: Class 46 contains 13261 members 
Mstep: Class 47 contains 38577 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 3778 members 
Entering Unmasked Estep 
Score: -51172508.000000 Penalty: 176084.062500
Splitting cluster 46 changes total score from -51173412.000000 to -51172508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (38577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Entering Unmasked Estep 
Score: -3212336.000000 Penalty: 2618.981934
	Iteration 0F: 2 clusters Score -3212336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3186125.500000 Penalty: 5237.963867
	Iteration 0F: 3 clusters Score -3186126 nChanged 17647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3195829.750000 Penalty: 5237.963867
	Iteration 1F: 3 clusters Score -3195830 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3196334.750000 Penalty: 5237.963867
	Iteration 2Q: 3 clusters Score -3196335 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3196710.000000 Penalty: 5237.963867
	Iteration 3Q: 3 clusters Score -3196710 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3197025.750000 Penalty: 5237.963867
	Iteration 4Q: 3 clusters Score -3197026 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3197337.750000 Penalty: 5237.963867
	Iteration 5Q: 3 clusters Score -3197338 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3197599.250000 Penalty: 5237.963867
	Iteration 6Q: 3 clusters Score -3197599 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3197891.750000 Penalty: 5237.963867
	Iteration 7Q: 3 clusters Score -3197892 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3198181.750000 Penalty: 5237.963867
	Iteration 8Q: 3 clusters Score -3198182 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3198475.250000 Penalty: 5237.963867
	Iteration 9Q: 3 clusters Score -3198475 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3198732.750000 Penalty: 5237.963867
	Iteration 10Q: 3 clusters Score -3198733 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3199009.750000 Penalty: 5237.963867
	Iteration 11Q: 3 clusters Score -3199010 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3199319.250000 Penalty: 5237.963867
	Iteration 12Q: 3 clusters Score -3199319 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3199630.250000 Penalty: 5237.963867
	Iteration 13Q: 3 clusters Score -3199630 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3199925.500000 Penalty: 5237.963867
	Iteration 14Q: 3 clusters Score -3199926 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3200278.500000 Penalty: 5237.963867
	Iteration 15Q: 3 clusters Score -3200278 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3200637.750000 Penalty: 5237.963867
	Iteration 16Q: 3 clusters Score -3200638 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -3201027.750000 Penalty: 5237.963867
	Iteration 17Q: 3 clusters Score -3201028 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3201446.000000 Penalty: 5237.963867
	Iteration 18Q: 3 clusters Score -3201446 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3201892.500000 Penalty: 5237.963867
	Iteration 19Q: 3 clusters Score -3201892 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3202343.000000 Penalty: 5237.963867
	Iteration 20F: 3 clusters Score -3202343 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3202860.750000 Penalty: 5237.963867
	Iteration 21Q: 3 clusters Score -3202861 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3203323.750000 Penalty: 5237.963867
	Iteration 22Q: 3 clusters Score -3203324 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3203823.250000 Penalty: 5237.963867
	Iteration 23Q: 3 clusters Score -3203823 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3204330.500000 Penalty: 5237.963867
	Iteration 24Q: 3 clusters Score -3204330 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3204875.750000 Penalty: 5237.963867
	Iteration 25Q: 3 clusters Score -3204876 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3205417.250000 Penalty: 5237.963867
	Iteration 26Q: 3 clusters Score -3205417 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -3206051.750000 Penalty: 5237.963867
	Iteration 27Q: 3 clusters Score -3206052 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -3206650.750000 Penalty: 5237.963867
	Iteration 28Q: 3 clusters Score -3206651 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3207231.250000 Penalty: 5237.963867
	Iteration 29Q: 3 clusters Score -3207231 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -3207847.500000 Penalty: 5237.963867
	Iteration 30Q: 3 clusters Score -3207848 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -3208405.500000 Penalty: 5237.963867
	Iteration 31Q: 3 clusters Score -3208406 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -3208857.500000 Penalty: 5237.963867
	Iteration 32Q: 3 clusters Score -3208858 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3209222.000000 Penalty: 5237.963867
	Iteration 33Q: 3 clusters Score -3209222 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -3209450.500000 Penalty: 5237.963867
	Iteration 34Q: 3 clusters Score -3209450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3209618.500000 Penalty: 5237.963867
	Iteration 35Q: 3 clusters Score -3209618 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3209716.000000 Penalty: 5237.963867
	Iteration 36Q: 3 clusters Score -3209716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3209774.500000 Penalty: 5237.963867
	Iteration 37Q: 3 clusters Score -3209774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -3209807.000000 Penalty: 5237.963867
	Iteration 38Q: 3 clusters Score -3209807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -3209846.000000 Penalty: 5237.963867
	Iteration 39Q: 3 clusters Score -3209846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -3209889.750000 Penalty: 5237.963867
	Iteration 40F: 3 clusters Score -3209890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -3209933.250000 Penalty: 5237.963867
	Iteration 41Q: 3 clusters Score -3209933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -3209972.500000 Penalty: 5237.963867
	Iteration 42Q: 3 clusters Score -3209972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -3210009.250000 Penalty: 5237.963867
	Iteration 43Q: 3 clusters Score -3210009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -3210021.000000 Penalty: 5237.963867
	Iteration 44Q: 3 clusters Score -3210021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -3210034.750000 Penalty: 5237.963867
	Iteration 45Q: 3 clusters Score -3210035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -3210048.500000 Penalty: 5237.963867
	Iteration 46Q: 3 clusters Score -3210048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -3210056.500000 Penalty: 5237.963867
	Iteration 47Q: 3 clusters Score -3210056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -3210058.750000 Penalty: 5237.963867
	Iteration 48Q: 3 clusters Score -3210059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -3210065.000000 Penalty: 5237.963867
	Iteration 49Q: 3 clusters Score -3210065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -3210072.000000 Penalty: 5237.963867
	Iteration 50Q: 3 clusters Score -3210072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3210074.000000 Penalty: 5237.963867
	Iteration 51Q: 3 clusters Score -3210074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3210074.750000 Penalty: 5237.963867
	Iteration 52Q: 3 clusters Score -3210075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -3210078.750000 Penalty: 5237.963867
	Iteration 53Q: 3 clusters Score -3210079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3210080.250000 Penalty: 5237.963867
	Iteration 54Q: 3 clusters Score -3210080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3210076.000000 Penalty: 5237.963867
	Iteration 55Q: 3 clusters Score -3210076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -3210078.500000 Penalty: 5237.963867
	Iteration 56Q: 3 clusters Score -3210078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -3210082.250000 Penalty: 5237.963867
	Iteration 57Q: 3 clusters Score -3210082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -3210082.000000 Penalty: 5237.963867
	Iteration 58Q: 3 clusters Score -3210082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -3210089.250000 Penalty: 5237.963867
	Iteration 59Q: 3 clusters Score -3210089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -3210088.000000 Penalty: 5237.963867
	Iteration 60F: 3 clusters Score -3210088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -3210092.500000 Penalty: 5237.963867
	Iteration 61Q: 3 clusters Score -3210092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -3210092.750000 Penalty: 5237.963867
	Iteration 62Q: 3 clusters Score -3210093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -3210094.500000 Penalty: 5237.963867
	Iteration 63Q: 3 clusters Score -3210094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -3210097.000000 Penalty: 5237.963867
	Iteration 64Q: 3 clusters Score -3210097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -3210096.000000 Penalty: 5237.963867
	Iteration 65Q: 3 clusters Score -3210096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -3210096.000000 Penalty: 5237.963867
	Iteration 66F: 3 clusters Score -3210096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Entering Unmasked Estep 
Score: -1067763.125000 Penalty: 2345.540771
	Iteration 0F: 2 clusters Score -1067763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1058345.125000 Penalty: 4691.081543
	Iteration 0F: 3 clusters Score -1058345 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1061267.375000 Penalty: 4691.081543
	Iteration 1F: 3 clusters Score -1061267 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1061630.000000 Penalty: 4691.081543
	Iteration 2F: 3 clusters Score -1061630 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1061918.625000 Penalty: 4691.081543
	Iteration 3F: 3 clusters Score -1061919 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1062194.875000 Penalty: 4691.081543
	Iteration 4Q: 3 clusters Score -1062195 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1062470.125000 Penalty: 4691.081543
	Iteration 5Q: 3 clusters Score -1062470 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1062749.250000 Penalty: 4691.081543
	Iteration 6Q: 3 clusters Score -1062749 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1063053.875000 Penalty: 4691.081543
	Iteration 7Q: 3 clusters Score -1063054 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1063393.750000 Penalty: 4691.081543
	Iteration 8Q: 3 clusters Score -1063394 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1063747.625000 Penalty: 4691.081543
	Iteration 9Q: 3 clusters Score -1063748 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1064100.125000 Penalty: 4691.081543
	Iteration 10Q: 3 clusters Score -1064100 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1064464.875000 Penalty: 4691.081543
	Iteration 11Q: 3 clusters Score -1064465 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1064792.750000 Penalty: 4691.081543
	Iteration 12Q: 3 clusters Score -1064793 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1065077.000000 Penalty: 4691.081543
	Iteration 13Q: 3 clusters Score -1065077 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1065309.750000 Penalty: 4691.081543
	Iteration 14Q: 3 clusters Score -1065310 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1065466.500000 Penalty: 4691.081543
	Iteration 15Q: 3 clusters Score -1065466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1065538.750000 Penalty: 4691.081543
	Iteration 16Q: 3 clusters Score -1065539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1065604.375000 Penalty: 4691.081543
	Iteration 17Q: 3 clusters Score -1065604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1065665.125000 Penalty: 4691.081543
	Iteration 18Q: 3 clusters Score -1065665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1065703.000000 Penalty: 4691.081543
	Iteration 19Q: 3 clusters Score -1065703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1065728.750000 Penalty: 4691.081543
	Iteration 20F: 3 clusters Score -1065729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1065740.000000 Penalty: 4691.081543
	Iteration 21Q: 3 clusters Score -1065740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1065752.250000 Penalty: 4691.081543
	Iteration 22Q: 3 clusters Score -1065752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1065763.375000 Penalty: 4691.081543
	Iteration 23Q: 3 clusters Score -1065763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1065769.875000 Penalty: 4691.081543
	Iteration 24Q: 3 clusters Score -1065770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1065775.000000 Penalty: 4691.081543
	Iteration 25Q: 3 clusters Score -1065775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1065775.000000 Penalty: 4691.081543
	Iteration 26Q: 3 clusters Score -1065775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1065777.625000 Penalty: 4691.081543
	Iteration 27Q: 3 clusters Score -1065778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1065779.500000 Penalty: 4691.081543
	Iteration 28Q: 3 clusters Score -1065780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1065781.750000 Penalty: 4691.081543
	Iteration 29Q: 3 clusters Score -1065782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1065781.750000 Penalty: 4691.081543
	Iteration 30Q: 3 clusters Score -1065782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1065781.750000 Penalty: 4691.081543
	Iteration 31F: 3 clusters Score -1065782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -78222.531250 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -78222.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76296.320312 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -76296.32 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76620.914062 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -76620.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76727.671875 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -76727.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76800.796875 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -76800.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76836.664062 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -76836.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76871.445312 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -76871.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76903.984375 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -76903.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76936.750000 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -76936.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76988.671875 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -76988.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77066.093750 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -77066.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77114.171875 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -77114.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77214.210938 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -77214.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -77305.226562 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -77305.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77361.937500 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -77361.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77429.437500 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -77429.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77530.960938 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -77530.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77719.335938 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -77719.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77965.742188 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -77965.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78103.632812 Penalty: 3422.762451
	Iteration 18Q: 3 clusters Score -78103.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78196.203125 Penalty: 3422.762451
	Iteration 19Q: 3 clusters Score -78196.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78270.960938 Penalty: 3422.762451
	Iteration 20F: 3 clusters Score -78270.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78323.468750 Penalty: 3422.762451
	Iteration 21Q: 3 clusters Score -78323.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78367.484375 Penalty: 3422.762451
	Iteration 22Q: 3 clusters Score -78367.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78394.703125 Penalty: 3422.762451
	Iteration 23Q: 3 clusters Score -78394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78405.429688 Penalty: 3422.762451
	Iteration 24Q: 3 clusters Score -78405.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78407.585938 Penalty: 3422.762451
	Iteration 25Q: 3 clusters Score -78407.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78410.585938 Penalty: 3422.762451
	Iteration 26Q: 3 clusters Score -78410.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78410.585938 Penalty: 3422.762451
	Iteration 27F: 3 clusters Score -78410.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10683 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11860 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38577 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 689 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 304 members 
Entering Unmasked Estep 
Score: -51172060.000000 Penalty: 176084.062500
Splitting cluster 49 changes total score from -51173412.000000 to -51172060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -164557.171875 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -164557.2 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 1067 members 
Entering Unmasked Estep 
Score: -161905.734375 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -161905.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -162367.671875 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -162367.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -162496.406250 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -162496.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -162568.734375 Penalty: 3788.785156
	Iteration 3Q: 3 clusters Score -162568.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -162612.500000 Penalty: 3788.785156
	Iteration 4Q: 3 clusters Score -162612.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -162652.484375 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -162652.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -162679.984375 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -162680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -162693.906250 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -162693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -162704.656250 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -162704.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -162718.093750 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -162718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162725.828125 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -162725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -162731.937500 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -162731.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -162738.250000 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -162738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -162744.796875 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -162744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -162749.984375 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -162750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -162755.765625 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -162755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -162760.140625 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -162760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -162763.046875 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -162763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -162764.203125 Penalty: 3788.785156
	Iteration 18Q: 3 clusters Score -162764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -162765.390625 Penalty: 3788.785156
	Iteration 19Q: 3 clusters Score -162765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -162765.390625 Penalty: 3788.785156
	Iteration 20F: 3 clusters Score -162765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -131717.250000 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -131717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -129347.429688 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -129347.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -129769.765625 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -129769.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -129886.257812 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -129886.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129955.781250 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -129955.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -130020.898438 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -130020.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -130069.750000 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -130069.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -130112.000000 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -130112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -130143.750000 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -130143.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130179.734375 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -130179.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -130203.500000 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -130203.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130217.742188 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -130217.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -130228.515625 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -130228.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130241.187500 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -130241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -130253.664062 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -130253.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -130269.765625 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -130269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -130281.320312 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -130281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -130288.484375 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -130288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -130294.703125 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -130294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -130299.929688 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -130299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -130303.625000 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -130303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -130306.000000 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -130306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -130312.546875 Penalty: 3672.824219
	Iteration 21Q: 3 clusters Score -130312.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -130315.812500 Penalty: 3672.824219
	Iteration 22Q: 3 clusters Score -130315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -130319.015625 Penalty: 3672.824219
	Iteration 23Q: 3 clusters Score -130319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -130322.007812 Penalty: 3672.824219
	Iteration 24Q: 3 clusters Score -130322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -130323.882812 Penalty: 3672.824219
	Iteration 25Q: 3 clusters Score -130323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130326.320312 Penalty: 3672.824219
	Iteration 26Q: 3 clusters Score -130326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -130327.671875 Penalty: 3672.824219
	Iteration 27Q: 3 clusters Score -130327.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -130327.671875 Penalty: 3672.824219
	Iteration 28F: 3 clusters Score -130327.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -91375.257812 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -91375.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89341.257812 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -89341.26 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89642.562500 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -89642.56 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89707.148438 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -89707.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89758.804688 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -89758.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89798.992188 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -89798.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89817.546875 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -89817.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89828.515625 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -89828.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -89835.765625 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -89835.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89838.351562 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -89838.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89841.703125 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -89841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89843.828125 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -89843.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89843.828125 Penalty: 3500.290283
	Iteration 11F: 3 clusters Score -89843.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8560 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10683 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11860 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38577 members 
Mstep: Class 48 contains 12808 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173364.000000 Penalty: 172761.734375
Iteration 199Q: 53 clusters Score -5.117336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24353 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4891 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20160 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4876 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8558 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10686 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11852 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38573 members 
Mstep: Class 48 contains 12811 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2078 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173384.000000 Penalty: 172761.734375
Iteration 200F: 53 clusters Score -5.117338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21529 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24349 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4896 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20162 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8559 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10688 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11844 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38572 members 
Mstep: Class 48 contains 12812 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173384.000000 Penalty: 172761.734375
Iteration 201Q: 53 clusters Score -5.117338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24351 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4899 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20167 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8558 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10690 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11839 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38570 members 
Mstep: Class 48 contains 12811 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173404.000000 Penalty: 172761.734375
Iteration 202Q: 53 clusters Score -5.11734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24350 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60782 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4902 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20168 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8557 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10692 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11835 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38569 members 
Mstep: Class 48 contains 12812 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173420.000000 Penalty: 172761.734375
Iteration 203Q: 53 clusters Score -5.117342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24352 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 16630 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8557 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10692 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11831 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38567 members 
Mstep: Class 48 contains 12813 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173384.000000 Penalty: 172761.734375
Iteration 204Q: 53 clusters Score -5.117338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4906 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20170 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8557 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10692 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11828 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12814 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173372.000000 Penalty: 172761.734375
Iteration 205Q: 53 clusters Score -5.117337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60781 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20170 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8557 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10691 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11823 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12815 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173364.000000 Penalty: 172761.734375
Iteration 206Q: 53 clusters Score -5.117336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4912 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10694 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11818 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173380.000000 Penalty: 172761.734375
Iteration 207Q: 53 clusters Score -5.117338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4913 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11818 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173396.000000 Penalty: 172761.734375
Iteration 208Q: 53 clusters Score -5.11734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21527 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4914 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11817 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173388.000000 Penalty: 172761.734375
Iteration 209Q: 53 clusters Score -5.117339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4915 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11817 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173396.000000 Penalty: 172761.734375
Iteration 210Q: 53 clusters Score -5.11734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4917 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11815 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173404.000000 Penalty: 172761.734375
Iteration 211Q: 53 clusters Score -5.11734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4919 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11813 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173404.000000 Penalty: 172761.734375
Iteration 212Q: 53 clusters Score -5.11734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11811 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173412.000000 Penalty: 172761.734375
Iteration 213Q: 53 clusters Score -5.117341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11811 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173412.000000 Penalty: 172761.734375
Iteration 214F: 53 clusters Score -5.117341e+07 nChanged 0
Entering ConstructFrom: 
Score: -51173412.000000 Penalty: 172761.734375
Entering ConstructFrom: 
Trying to split cluster 1 (56383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Entering Unmasked Estep 
Score: -4523796.500000 Penalty: 2713.101074
	Iteration 0F: 2 clusters Score -4523796 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 28176 members 
Entering Unmasked Estep 
Score: -4485913.000000 Penalty: 5426.202148
	Iteration 0F: 3 clusters Score -4485913 nChanged 26037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4500450.000000 Penalty: 5426.202148
	Iteration 1F: 3 clusters Score -4500450 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4501240.000000 Penalty: 5426.202148
	Iteration 2Q: 3 clusters Score -4501240 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -4502194.000000 Penalty: 5426.202148
	Iteration 3Q: 3 clusters Score -4502194 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4503434.500000 Penalty: 5426.202148
	Iteration 4Q: 3 clusters Score -4503434 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4505053.500000 Penalty: 5426.202148
	Iteration 5F: 3 clusters Score -4505054 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -4507027.500000 Penalty: 5426.202148
	Iteration 6F: 3 clusters Score -4507028 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4509282.500000 Penalty: 5426.202148
	Iteration 7F: 3 clusters Score -4509282 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4511673.500000 Penalty: 5426.202148
	Iteration 8F: 3 clusters Score -4511674 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -4513913.500000 Penalty: 5426.202148
	Iteration 9F: 3 clusters Score -4513914 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4515845.000000 Penalty: 5426.202148
	Iteration 10Q: 3 clusters Score -4515845 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4517465.000000 Penalty: 5426.202148
	Iteration 11Q: 3 clusters Score -4517465 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4518735.000000 Penalty: 5426.202148
	Iteration 12Q: 3 clusters Score -4518735 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4519699.500000 Penalty: 5426.202148
	Iteration 13Q: 3 clusters Score -4519700 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4520396.500000 Penalty: 5426.202148
	Iteration 14Q: 3 clusters Score -4520396 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4520919.000000 Penalty: 5426.202148
	Iteration 15Q: 3 clusters Score -4520919 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4521249.000000 Penalty: 5426.202148
	Iteration 16Q: 3 clusters Score -4521249 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4521503.000000 Penalty: 5426.202148
	Iteration 17Q: 3 clusters Score -4521503 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4521710.000000 Penalty: 5426.202148
	Iteration 18Q: 3 clusters Score -4521710 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4521859.000000 Penalty: 5426.202148
	Iteration 19Q: 3 clusters Score -4521859 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4521945.000000 Penalty: 5426.202148
	Iteration 20F: 3 clusters Score -4521945 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4522020.000000 Penalty: 5426.202148
	Iteration 21Q: 3 clusters Score -4522020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4522048.500000 Penalty: 5426.202148
	Iteration 22Q: 3 clusters Score -4522048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4522071.000000 Penalty: 5426.202148
	Iteration 23Q: 3 clusters Score -4522071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4522097.500000 Penalty: 5426.202148
	Iteration 24Q: 3 clusters Score -4522098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4522100.500000 Penalty: 5426.202148
	Iteration 25Q: 3 clusters Score -4522100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4522101.000000 Penalty: 5426.202148
	Iteration 26Q: 3 clusters Score -4522101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4522102.500000 Penalty: 5426.202148
	Iteration 27Q: 3 clusters Score -4522102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4522114.000000 Penalty: 5426.202148
	Iteration 28Q: 3 clusters Score -4522114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4522121.000000 Penalty: 5426.202148
	Iteration 29Q: 3 clusters Score -4522121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4522125.500000 Penalty: 5426.202148
	Iteration 30Q: 3 clusters Score -4522126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4522129.000000 Penalty: 5426.202148
	Iteration 31Q: 3 clusters Score -4522129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4522135.500000 Penalty: 5426.202148
	Iteration 32Q: 3 clusters Score -4522136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4522131.500000 Penalty: 5426.202148
	Iteration 33Q: 3 clusters Score -4522132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4522133.500000 Penalty: 5426.202148
	Iteration 34Q: 3 clusters Score -4522134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4522130.000000 Penalty: 5426.202148
	Iteration 35Q: 3 clusters Score -4522130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4522133.500000 Penalty: 5426.202148
	Iteration 36Q: 3 clusters Score -4522134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4522135.500000 Penalty: 5426.202148
	Iteration 37Q: 3 clusters Score -4522136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4522145.000000 Penalty: 5426.202148
	Iteration 38Q: 3 clusters Score -4522145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4522142.000000 Penalty: 5426.202148
	Iteration 39Q: 3 clusters Score -4522142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4522146.000000 Penalty: 5426.202148
	Iteration 40F: 3 clusters Score -4522146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4522157.500000 Penalty: 5426.202148
	Iteration 41Q: 3 clusters Score -4522158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4522157.500000 Penalty: 5426.202148
	Iteration 42Q: 3 clusters Score -4522158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4522157.000000 Penalty: 5426.202148
	Iteration 43Q: 3 clusters Score -4522157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4522160.000000 Penalty: 5426.202148
	Iteration 44Q: 3 clusters Score -4522160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4522157.500000 Penalty: 5426.202148
	Iteration 45Q: 3 clusters Score -4522158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4522163.000000 Penalty: 5426.202148
	Iteration 46Q: 3 clusters Score -4522163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4522167.000000 Penalty: 5426.202148
	Iteration 47Q: 3 clusters Score -4522167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4522169.500000 Penalty: 5426.202148
	Iteration 48Q: 3 clusters Score -4522170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4522168.500000 Penalty: 5426.202148
	Iteration 49Q: 3 clusters Score -4522168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4522173.500000 Penalty: 5426.202148
	Iteration 50Q: 3 clusters Score -4522174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4522165.000000 Penalty: 5426.202148
	Iteration 51Q: 3 clusters Score -4522165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4522165.000000 Penalty: 5426.202148
	Iteration 52Q: 3 clusters Score -4522165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4522166.000000 Penalty: 5426.202148
	Iteration 53Q: 3 clusters Score -4522166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4522175.500000 Penalty: 5426.202148
	Iteration 54Q: 3 clusters Score -4522176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4522177.000000 Penalty: 5426.202148
	Iteration 55Q: 3 clusters Score -4522177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4522173.000000 Penalty: 5426.202148
	Iteration 56Q: 3 clusters Score -4522173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4522170.000000 Penalty: 5426.202148
	Iteration 57Q: 3 clusters Score -4522170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4522171.000000 Penalty: 5426.202148
	Iteration 58Q: 3 clusters Score -4522171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4522171.000000 Penalty: 5426.202148
	Iteration 59F: 3 clusters Score -4522171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -189523.125000 Penalty: 1928.788696
	Iteration 0F: 2 clusters Score -189523.1 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 1201 members 
Entering Unmasked Estep 
Score: -186648.171875 Penalty: 3857.577393
	Iteration 0F: 3 clusters Score -186648.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -187483.453125 Penalty: 3857.577393
	Iteration 1F: 3 clusters Score -187483.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -187935.484375 Penalty: 3857.577393
	Iteration 2F: 3 clusters Score -187935.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -188203.125000 Penalty: 3857.577393
	Iteration 3F: 3 clusters Score -188203.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188356.546875 Penalty: 3857.577393
	Iteration 4F: 3 clusters Score -188356.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188456.156250 Penalty: 3857.577393
	Iteration 5Q: 3 clusters Score -188456.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -188510.609375 Penalty: 3857.577393
	Iteration 6Q: 3 clusters Score -188510.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188541.718750 Penalty: 3857.577393
	Iteration 7Q: 3 clusters Score -188541.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188559.875000 Penalty: 3857.577393
	Iteration 8Q: 3 clusters Score -188559.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -188566.953125 Penalty: 3857.577393
	Iteration 9Q: 3 clusters Score -188567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -188571.906250 Penalty: 3857.577393
	Iteration 10Q: 3 clusters Score -188571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -188573.812500 Penalty: 3857.577393
	Iteration 11Q: 3 clusters Score -188573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -188573.812500 Penalty: 3857.577393
	Iteration 12F: 3 clusters Score -188573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -230049.234375 Penalty: 1989.108643
	Iteration 0F: 2 clusters Score -230049.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -226747.890625 Penalty: 3978.217285
	Iteration 0F: 3 clusters Score -226747.9 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -227548.796875 Penalty: 3978.217285
	Iteration 1F: 3 clusters Score -227548.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -227873.593750 Penalty: 3978.217285
	Iteration 2F: 3 clusters Score -227873.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -228108.796875 Penalty: 3978.217285
	Iteration 3F: 3 clusters Score -228108.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -228336.703125 Penalty: 3978.217285
	Iteration 4F: 3 clusters Score -228336.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -228613.812500 Penalty: 3978.217285
	Iteration 5F: 3 clusters Score -228613.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228947.468750 Penalty: 3978.217285
	Iteration 6F: 3 clusters Score -228947.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -229222.453125 Penalty: 3978.217285
	Iteration 7F: 3 clusters Score -229222.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -229404.468750 Penalty: 3978.217285
	Iteration 8Q: 3 clusters Score -229404.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -229564.187500 Penalty: 3978.217285
	Iteration 9Q: 3 clusters Score -229564.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -229792.265625 Penalty: 3978.217285
	Iteration 10Q: 3 clusters Score -229792.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -230123.796875 Penalty: 3978.217285
	Iteration 11Q: 3 clusters Score -230123.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -230294.109375 Penalty: 3978.217285
	Iteration 12Q: 3 clusters Score -230294.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -230338.984375 Penalty: 3978.217285
	Iteration 13Q: 3 clusters Score -230339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -230354.968750 Penalty: 3978.217285
	Iteration 14Q: 3 clusters Score -230355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -230368.406250 Penalty: 3978.217285
	Iteration 15Q: 3 clusters Score -230368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -230383.578125 Penalty: 3978.217285
	Iteration 16Q: 3 clusters Score -230383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -230391.093750 Penalty: 3978.217285
	Iteration 17Q: 3 clusters Score -230391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -230401.484375 Penalty: 3978.217285
	Iteration 18Q: 3 clusters Score -230401.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -230419.765625 Penalty: 3978.217285
	Iteration 19Q: 3 clusters Score -230419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -230454.750000 Penalty: 3978.217285
	Iteration 20F: 3 clusters Score -230454.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -230523.484375 Penalty: 3978.217285
	Iteration 21Q: 3 clusters Score -230523.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -230618.734375 Penalty: 3978.217285
	Iteration 22Q: 3 clusters Score -230618.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -230713.000000 Penalty: 3978.217285
	Iteration 23Q: 3 clusters Score -230713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -230799.640625 Penalty: 3978.217285
	Iteration 24Q: 3 clusters Score -230799.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -230824.421875 Penalty: 3978.217285
	Iteration 25Q: 3 clusters Score -230824.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -230839.343750 Penalty: 3978.217285
	Iteration 26Q: 3 clusters Score -230839.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -230847.859375 Penalty: 3978.217285
	Iteration 27Q: 3 clusters Score -230847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -230851.468750 Penalty: 3978.217285
	Iteration 28Q: 3 clusters Score -230851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -230852.187500 Penalty: 3978.217285
	Iteration 29Q: 3 clusters Score -230852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -230852.343750 Penalty: 3978.217285
	Iteration 30Q: 3 clusters Score -230852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -230852.343750 Penalty: 3978.217285
	Iteration 31F: 3 clusters Score -230852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1556 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11811 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 1487 members 
Entering Unmasked Estep 
Score: -51172868.000000 Penalty: 176084.062500
Splitting cluster 3 changes total score from -51173412.000000 to -51172868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Entering Unmasked Estep 
Score: -1275019.375000 Penalty: 2394.064697
	Iteration 0F: 2 clusters Score -1275019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1263660.625000 Penalty: 4788.129395
	Iteration 0F: 3 clusters Score -1263661 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1267234.500000 Penalty: 4788.129395
	Iteration 1F: 3 clusters Score -1267234 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1267636.375000 Penalty: 4788.129395
	Iteration 2F: 3 clusters Score -1267636 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1268016.125000 Penalty: 4788.129395
	Iteration 3F: 3 clusters Score -1268016 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1268422.750000 Penalty: 4788.129395
	Iteration 4F: 3 clusters Score -1268423 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1268894.625000 Penalty: 4788.129395
	Iteration 5F: 3 clusters Score -1268895 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1269495.750000 Penalty: 4788.129395
	Iteration 6F: 3 clusters Score -1269496 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1270099.625000 Penalty: 4788.129395
	Iteration 7F: 3 clusters Score -1270100 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1270649.375000 Penalty: 4788.129395
	Iteration 8F: 3 clusters Score -1270649 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1271088.375000 Penalty: 4788.129395
	Iteration 9Q: 3 clusters Score -1271088 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1271427.375000 Penalty: 4788.129395
	Iteration 10Q: 3 clusters Score -1271427 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1271693.750000 Penalty: 4788.129395
	Iteration 11Q: 3 clusters Score -1271694 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1271913.625000 Penalty: 4788.129395
	Iteration 12Q: 3 clusters Score -1271914 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1272079.125000 Penalty: 4788.129395
	Iteration 13Q: 3 clusters Score -1272079 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1272220.750000 Penalty: 4788.129395
	Iteration 14Q: 3 clusters Score -1272221 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1272330.500000 Penalty: 4788.129395
	Iteration 15Q: 3 clusters Score -1272330 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1272430.000000 Penalty: 4788.129395
	Iteration 16Q: 3 clusters Score -1272430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1272504.125000 Penalty: 4788.129395
	Iteration 17Q: 3 clusters Score -1272504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1272565.500000 Penalty: 4788.129395
	Iteration 18Q: 3 clusters Score -1272566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1272627.625000 Penalty: 4788.129395
	Iteration 19Q: 3 clusters Score -1272628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1272667.625000 Penalty: 4788.129395
	Iteration 20F: 3 clusters Score -1272668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1272695.000000 Penalty: 4788.129395
	Iteration 21Q: 3 clusters Score -1272695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1272724.750000 Penalty: 4788.129395
	Iteration 22Q: 3 clusters Score -1272725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1272759.250000 Penalty: 4788.129395
	Iteration 23Q: 3 clusters Score -1272759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1272784.000000 Penalty: 4788.129395
	Iteration 24Q: 3 clusters Score -1272784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1272808.000000 Penalty: 4788.129395
	Iteration 25Q: 3 clusters Score -1272808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1272827.500000 Penalty: 4788.129395
	Iteration 26Q: 3 clusters Score -1272828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1272838.750000 Penalty: 4788.129395
	Iteration 27Q: 3 clusters Score -1272839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1272845.625000 Penalty: 4788.129395
	Iteration 28Q: 3 clusters Score -1272846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1272850.125000 Penalty: 4788.129395
	Iteration 29Q: 3 clusters Score -1272850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1272853.500000 Penalty: 4788.129395
	Iteration 30Q: 3 clusters Score -1272854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1272858.250000 Penalty: 4788.129395
	Iteration 31Q: 3 clusters Score -1272858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1272864.000000 Penalty: 4788.129395
	Iteration 32Q: 3 clusters Score -1272864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1272867.125000 Penalty: 4788.129395
	Iteration 33Q: 3 clusters Score -1272867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1272873.625000 Penalty: 4788.129395
	Iteration 34Q: 3 clusters Score -1272874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1272878.000000 Penalty: 4788.129395
	Iteration 35Q: 3 clusters Score -1272878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1272882.125000 Penalty: 4788.129395
	Iteration 36Q: 3 clusters Score -1272882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1272886.875000 Penalty: 4788.129395
	Iteration 37Q: 3 clusters Score -1272887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1272887.750000 Penalty: 4788.129395
	Iteration 38Q: 3 clusters Score -1272888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1272887.750000 Penalty: 4788.129395
	Iteration 39F: 3 clusters Score -1272888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Entering Unmasked Estep 
Score: -1769646.750000 Penalty: 2478.220703
	Iteration 0F: 2 clusters Score -1769647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1754405.375000 Penalty: 4956.441406
	Iteration 0F: 3 clusters Score -1754405 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1759771.000000 Penalty: 4956.441406
	Iteration 1F: 3 clusters Score -1759771 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1760285.125000 Penalty: 4956.441406
	Iteration 2F: 3 clusters Score -1760285 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1760835.875000 Penalty: 4956.441406
	Iteration 3F: 3 clusters Score -1760836 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1761444.000000 Penalty: 4956.441406
	Iteration 4F: 3 clusters Score -1761444 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1762245.000000 Penalty: 4956.441406
	Iteration 5F: 3 clusters Score -1762245 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1763145.375000 Penalty: 4956.441406
	Iteration 6F: 3 clusters Score -1763145 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1764073.875000 Penalty: 4956.441406
	Iteration 7F: 3 clusters Score -1764074 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1764965.625000 Penalty: 4956.441406
	Iteration 8F: 3 clusters Score -1764966 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1765690.000000 Penalty: 4956.441406
	Iteration 9Q: 3 clusters Score -1765690 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1766211.375000 Penalty: 4956.441406
	Iteration 10Q: 3 clusters Score -1766211 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1766605.250000 Penalty: 4956.441406
	Iteration 11Q: 3 clusters Score -1766605 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1766908.500000 Penalty: 4956.441406
	Iteration 12Q: 3 clusters Score -1766908 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1767114.625000 Penalty: 4956.441406
	Iteration 13Q: 3 clusters Score -1767115 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -1767239.375000 Penalty: 4956.441406
	Iteration 14Q: 3 clusters Score -1767239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1767310.500000 Penalty: 4956.441406
	Iteration 15Q: 3 clusters Score -1767310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1767351.875000 Penalty: 4956.441406
	Iteration 16Q: 3 clusters Score -1767352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -1767386.250000 Penalty: 4956.441406
	Iteration 17Q: 3 clusters Score -1767386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -1767406.875000 Penalty: 4956.441406
	Iteration 18Q: 3 clusters Score -1767407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -1767426.250000 Penalty: 4956.441406
	Iteration 19Q: 3 clusters Score -1767426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -1767445.125000 Penalty: 4956.441406
	Iteration 20F: 3 clusters Score -1767445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -1767458.750000 Penalty: 4956.441406
	Iteration 21Q: 3 clusters Score -1767459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1767471.625000 Penalty: 4956.441406
	Iteration 22Q: 3 clusters Score -1767472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -1767478.125000 Penalty: 4956.441406
	Iteration 23Q: 3 clusters Score -1767478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1767485.875000 Penalty: 4956.441406
	Iteration 24Q: 3 clusters Score -1767486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -1767489.000000 Penalty: 4956.441406
	Iteration 25Q: 3 clusters Score -1767489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -1767489.250000 Penalty: 4956.441406
	Iteration 26Q: 3 clusters Score -1767489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -1767491.500000 Penalty: 4956.441406
	Iteration 27Q: 3 clusters Score -1767492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -1767499.750000 Penalty: 4956.441406
	Iteration 28Q: 3 clusters Score -1767500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -1767497.500000 Penalty: 4956.441406
	Iteration 29Q: 3 clusters Score -1767498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1767505.000000 Penalty: 4956.441406
	Iteration 30Q: 3 clusters Score -1767505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -1767512.500000 Penalty: 4956.441406
	Iteration 31Q: 3 clusters Score -1767512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -1767514.875000 Penalty: 4956.441406
	Iteration 32Q: 3 clusters Score -1767515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -1767515.875000 Penalty: 4956.441406
	Iteration 33Q: 3 clusters Score -1767516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1767520.625000 Penalty: 4956.441406
	Iteration 34Q: 3 clusters Score -1767521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1767520.875000 Penalty: 4956.441406
	Iteration 35Q: 3 clusters Score -1767521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -1767521.000000 Penalty: 4956.441406
	Iteration 36Q: 3 clusters Score -1767521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -1767521.875000 Penalty: 4956.441406
	Iteration 37Q: 3 clusters Score -1767522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -1767522.375000 Penalty: 4956.441406
	Iteration 38Q: 3 clusters Score -1767522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -1767526.625000 Penalty: 4956.441406
	Iteration 39Q: 3 clusters Score -1767527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1767535.000000 Penalty: 4956.441406
	Iteration 40F: 3 clusters Score -1767535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -1767538.250000 Penalty: 4956.441406
	Iteration 41Q: 3 clusters Score -1767538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1767540.750000 Penalty: 4956.441406
	Iteration 42Q: 3 clusters Score -1767541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -1767540.250000 Penalty: 4956.441406
	Iteration 43Q: 3 clusters Score -1767540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1767541.375000 Penalty: 4956.441406
	Iteration 44Q: 3 clusters Score -1767541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1767542.125000 Penalty: 4956.441406
	Iteration 45Q: 3 clusters Score -1767542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1767544.375000 Penalty: 4956.441406
	Iteration 46Q: 3 clusters Score -1767544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1767544.375000 Penalty: 4956.441406
	Iteration 47F: 3 clusters Score -1767544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Entering Unmasked Estep 
Score: -821721.000000 Penalty: 2283.643066
	Iteration 0F: 2 clusters Score -821721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -814126.875000 Penalty: 4567.286133
	Iteration 0F: 3 clusters Score -814126.9 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -816513.562500 Penalty: 4567.286133
	Iteration 1F: 3 clusters Score -816513.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -816991.812500 Penalty: 4567.286133
	Iteration 2F: 3 clusters Score -816991.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -817384.500000 Penalty: 4567.286133
	Iteration 3F: 3 clusters Score -817384.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -817741.437500 Penalty: 4567.286133
	Iteration 4F: 3 clusters Score -817741.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -818135.875000 Penalty: 4567.286133
	Iteration 5Q: 3 clusters Score -818135.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -818596.250000 Penalty: 4567.286133
	Iteration 6Q: 3 clusters Score -818596.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -819134.875000 Penalty: 4567.286133
	Iteration 7F: 3 clusters Score -819134.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -819772.000000 Penalty: 4567.286133
	Iteration 8F: 3 clusters Score -819772 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -820389.312500 Penalty: 4567.286133
	Iteration 9F: 3 clusters Score -820389.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -820856.875000 Penalty: 4567.286133
	Iteration 10F: 3 clusters Score -820856.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -821193.250000 Penalty: 4567.286133
	Iteration 11Q: 3 clusters Score -821193.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -821456.687500 Penalty: 4567.286133
	Iteration 12Q: 3 clusters Score -821456.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -821619.812500 Penalty: 4567.286133
	Iteration 13Q: 3 clusters Score -821619.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -821735.875000 Penalty: 4567.286133
	Iteration 14Q: 3 clusters Score -821735.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -821823.625000 Penalty: 4567.286133
	Iteration 15Q: 3 clusters Score -821823.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -821887.062500 Penalty: 4567.286133
	Iteration 16Q: 3 clusters Score -821887.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -821937.187500 Penalty: 4567.286133
	Iteration 17Q: 3 clusters Score -821937.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -821967.562500 Penalty: 4567.286133
	Iteration 18Q: 3 clusters Score -821967.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -821990.125000 Penalty: 4567.286133
	Iteration 19Q: 3 clusters Score -821990.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -822009.937500 Penalty: 4567.286133
	Iteration 20F: 3 clusters Score -822009.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -822024.187500 Penalty: 4567.286133
	Iteration 21Q: 3 clusters Score -822024.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -822038.750000 Penalty: 4567.286133
	Iteration 22Q: 3 clusters Score -822038.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -822045.875000 Penalty: 4567.286133
	Iteration 23Q: 3 clusters Score -822045.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -822057.562500 Penalty: 4567.286133
	Iteration 24Q: 3 clusters Score -822057.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -822067.937500 Penalty: 4567.286133
	Iteration 25Q: 3 clusters Score -822067.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -822070.750000 Penalty: 4567.286133
	Iteration 26Q: 3 clusters Score -822070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -822077.375000 Penalty: 4567.286133
	Iteration 27Q: 3 clusters Score -822077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -822078.875000 Penalty: 4567.286133
	Iteration 28Q: 3 clusters Score -822078.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -822081.687500 Penalty: 4567.286133
	Iteration 29Q: 3 clusters Score -822081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -822082.437500 Penalty: 4567.286133
	Iteration 30Q: 3 clusters Score -822082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -822084.562500 Penalty: 4567.286133
	Iteration 31Q: 3 clusters Score -822084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -822086.875000 Penalty: 4567.286133
	Iteration 32Q: 3 clusters Score -822086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -822087.562500 Penalty: 4567.286133
	Iteration 33Q: 3 clusters Score -822087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -822086.625000 Penalty: 4567.286133
	Iteration 34Q: 3 clusters Score -822086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -822086.625000 Penalty: 4567.286133
	Iteration 35Q: 3 clusters Score -822086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -822087.500000 Penalty: 4567.286133
	Iteration 36Q: 3 clusters Score -822087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -822087.000000 Penalty: 4567.286133
	Iteration 37Q: 3 clusters Score -822087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -822086.125000 Penalty: 4567.286133
	Iteration 38Q: 3 clusters Score -822086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -822087.562500 Penalty: 4567.286133
	Iteration 39Q: 3 clusters Score -822087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -822088.562500 Penalty: 4567.286133
	Iteration 40F: 3 clusters Score -822088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -822089.375000 Penalty: 4567.286133
	Iteration 41Q: 3 clusters Score -822089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -822089.187500 Penalty: 4567.286133
	Iteration 42Q: 3 clusters Score -822089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -822090.125000 Penalty: 4567.286133
	Iteration 43Q: 3 clusters Score -822090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -822093.062500 Penalty: 4567.286133
	Iteration 44Q: 3 clusters Score -822093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -822093.062500 Penalty: 4567.286133
	Iteration 45F: 3 clusters Score -822093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11811 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 7612 members 
Entering Unmasked Estep 
Score: -51172696.000000 Penalty: 176084.062500
Splitting cluster 6 changes total score from -51173412.000000 to -51172696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -778586.625000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -778586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -771114.125000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -771114.1 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -773384.000000 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -773384 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -773766.937500 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -773766.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -774085.687500 Penalty: 4555.567871
	Iteration 3F: 3 clusters Score -774085.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -774376.562500 Penalty: 4555.567871
	Iteration 4F: 3 clusters Score -774376.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -774686.375000 Penalty: 4555.567871
	Iteration 5Q: 3 clusters Score -774686.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -775082.312500 Penalty: 4555.567871
	Iteration 6F: 3 clusters Score -775082.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -775533.562500 Penalty: 4555.567871
	Iteration 7F: 3 clusters Score -775533.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -776076.500000 Penalty: 4555.567871
	Iteration 8F: 3 clusters Score -776076.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -776590.187500 Penalty: 4555.567871
	Iteration 9Q: 3 clusters Score -776590.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -776931.125000 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -776931.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -777117.375000 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -777117.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -777213.250000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -777213.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -777268.812500 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -777268.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -777309.500000 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -777309.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -777341.625000 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -777341.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -777364.375000 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -777364.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -777377.625000 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -777377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -777381.312500 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -777381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -777387.062500 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -777387.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -777388.437500 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -777388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -777391.750000 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -777391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -777394.812500 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -777394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -777399.000000 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -777399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -777399.812500 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -777399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -777401.187500 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -777401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -777403.000000 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -777403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -777403.000000 Penalty: 4555.567871
	Iteration 27F: 3 clusters Score -777403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -548771.562500 Penalty: 2188.155029
	Iteration 0F: 2 clusters Score -548771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -543123.375000 Penalty: 4376.310059
	Iteration 0F: 3 clusters Score -543123.4 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -544644.812500 Penalty: 4376.310059
	Iteration 1F: 3 clusters Score -544644.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -544965.312500 Penalty: 4376.310059
	Iteration 2F: 3 clusters Score -544965.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -545267.875000 Penalty: 4376.310059
	Iteration 3F: 3 clusters Score -545267.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -545556.312500 Penalty: 4376.310059
	Iteration 4F: 3 clusters Score -545556.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -545869.125000 Penalty: 4376.310059
	Iteration 5F: 3 clusters Score -545869.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -546236.375000 Penalty: 4376.310059
	Iteration 6F: 3 clusters Score -546236.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -546644.062500 Penalty: 4376.310059
	Iteration 7F: 3 clusters Score -546644.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -546977.812500 Penalty: 4376.310059
	Iteration 8F: 3 clusters Score -546977.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -547215.625000 Penalty: 4376.310059
	Iteration 9Q: 3 clusters Score -547215.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -547379.687500 Penalty: 4376.310059
	Iteration 10Q: 3 clusters Score -547379.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -547520.625000 Penalty: 4376.310059
	Iteration 11Q: 3 clusters Score -547520.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -547653.000000 Penalty: 4376.310059
	Iteration 12Q: 3 clusters Score -547653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -547775.750000 Penalty: 4376.310059
	Iteration 13Q: 3 clusters Score -547775.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547883.250000 Penalty: 4376.310059
	Iteration 14Q: 3 clusters Score -547883.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -547964.937500 Penalty: 4376.310059
	Iteration 15Q: 3 clusters Score -547964.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -548052.562500 Penalty: 4376.310059
	Iteration 16Q: 3 clusters Score -548052.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -548151.625000 Penalty: 4376.310059
	Iteration 17Q: 3 clusters Score -548151.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -548235.000000 Penalty: 4376.310059
	Iteration 18Q: 3 clusters Score -548235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -548328.937500 Penalty: 4376.310059
	Iteration 19Q: 3 clusters Score -548328.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -548419.562500 Penalty: 4376.310059
	Iteration 20F: 3 clusters Score -548419.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -548466.500000 Penalty: 4376.310059
	Iteration 21Q: 3 clusters Score -548466.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -548489.187500 Penalty: 4376.310059
	Iteration 22Q: 3 clusters Score -548489.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -548498.187500 Penalty: 4376.310059
	Iteration 23Q: 3 clusters Score -548498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -548505.562500 Penalty: 4376.310059
	Iteration 24Q: 3 clusters Score -548505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -548511.625000 Penalty: 4376.310059
	Iteration 25Q: 3 clusters Score -548511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -548514.125000 Penalty: 4376.310059
	Iteration 26Q: 3 clusters Score -548514.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -548517.125000 Penalty: 4376.310059
	Iteration 27Q: 3 clusters Score -548517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -548518.375000 Penalty: 4376.310059
	Iteration 28Q: 3 clusters Score -548518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -548525.562500 Penalty: 4376.310059
	Iteration 29Q: 3 clusters Score -548525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -548538.125000 Penalty: 4376.310059
	Iteration 30Q: 3 clusters Score -548538.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -548550.562500 Penalty: 4376.310059
	Iteration 31Q: 3 clusters Score -548550.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -548564.625000 Penalty: 4376.310059
	Iteration 32Q: 3 clusters Score -548564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -548572.375000 Penalty: 4376.310059
	Iteration 33Q: 3 clusters Score -548572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -548572.750000 Penalty: 4376.310059
	Iteration 34Q: 3 clusters Score -548572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -548574.312500 Penalty: 4376.310059
	Iteration 35Q: 3 clusters Score -548574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -548575.500000 Penalty: 4376.310059
	Iteration 36Q: 3 clusters Score -548575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -548575.062500 Penalty: 4376.310059
	Iteration 37Q: 3 clusters Score -548575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -548575.062500 Penalty: 4376.310059
	Iteration 38F: 3 clusters Score -548575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -115947.210938 Penalty: 1890.056396
	Iteration 0F: 2 clusters Score -115947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -113392.210938 Penalty: 3780.112793
	Iteration 0F: 3 clusters Score -113392.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -114094.539062 Penalty: 3780.112793
	Iteration 1F: 3 clusters Score -114094.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -114451.554688 Penalty: 3780.112793
	Iteration 2F: 3 clusters Score -114451.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -114806.859375 Penalty: 3780.112793
	Iteration 3F: 3 clusters Score -114806.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -115070.007812 Penalty: 3780.112793
	Iteration 4F: 3 clusters Score -115070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -115284.820312 Penalty: 3780.112793
	Iteration 5F: 3 clusters Score -115284.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -115471.562500 Penalty: 3780.112793
	Iteration 6Q: 3 clusters Score -115471.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -115600.476562 Penalty: 3780.112793
	Iteration 7Q: 3 clusters Score -115600.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -115696.156250 Penalty: 3780.112793
	Iteration 8Q: 3 clusters Score -115696.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -115767.125000 Penalty: 3780.112793
	Iteration 9Q: 3 clusters Score -115767.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -115898.125000 Penalty: 3780.112793
	Iteration 10Q: 3 clusters Score -115898.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -116003.148438 Penalty: 3780.112793
	Iteration 11Q: 3 clusters Score -116003.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -116065.179688 Penalty: 3780.112793
	Iteration 12Q: 3 clusters Score -116065.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -116087.671875 Penalty: 3780.112793
	Iteration 13Q: 3 clusters Score -116087.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -116099.835938 Penalty: 3780.112793
	Iteration 14Q: 3 clusters Score -116099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -116102.468750 Penalty: 3780.112793
	Iteration 15Q: 3 clusters Score -116102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -116104.109375 Penalty: 3780.112793
	Iteration 16Q: 3 clusters Score -116104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -116105.476562 Penalty: 3780.112793
	Iteration 17Q: 3 clusters Score -116105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -116121.085938 Penalty: 3780.112793
	Iteration 18F: 3 clusters Score -116121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -116150.203125 Penalty: 3780.112793
	Iteration 19Q: 3 clusters Score -116150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -116158.656250 Penalty: 3780.112793
	Iteration 20F: 3 clusters Score -116158.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -116166.640625 Penalty: 3780.112793
	Iteration 21Q: 3 clusters Score -116166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -116173.171875 Penalty: 3780.112793
	Iteration 22Q: 3 clusters Score -116173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -116178.320312 Penalty: 3780.112793
	Iteration 23Q: 3 clusters Score -116178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -116180.289062 Penalty: 3780.112793
	Iteration 24Q: 3 clusters Score -116180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -116181.070312 Penalty: 3780.112793
	Iteration 25Q: 3 clusters Score -116181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -116181.617188 Penalty: 3780.112793
	Iteration 26Q: 3 clusters Score -116181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -116181.617188 Penalty: 3780.112793
	Iteration 27F: 3 clusters Score -116181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11811 members 
Mstep: Class 46 contains 17039 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 1248 members 
Entering Unmasked Estep 
Score: -51172236.000000 Penalty: 176084.062500
Splitting cluster 9 changes total score from -51173412.000000 to -51172236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Entering Unmasked Estep 
Score: -811014.312500 Penalty: 2281.069824
	Iteration 0F: 2 clusters Score -811014.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -803452.187500 Penalty: 4562.139648
	Iteration 0F: 3 clusters Score -803452.2 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -805598.312500 Penalty: 4562.139648
	Iteration 1F: 3 clusters Score -805598.3 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -805905.500000 Penalty: 4562.139648
	Iteration 2F: 3 clusters Score -805905.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -806143.125000 Penalty: 4562.139648
	Iteration 3F: 3 clusters Score -806143.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -806336.687500 Penalty: 4562.139648
	Iteration 4Q: 3 clusters Score -806336.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -806520.000000 Penalty: 4562.139648
	Iteration 5Q: 3 clusters Score -806520 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -806683.875000 Penalty: 4562.139648
	Iteration 6Q: 3 clusters Score -806683.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -806830.625000 Penalty: 4562.139648
	Iteration 7Q: 3 clusters Score -806830.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -806984.937500 Penalty: 4562.139648
	Iteration 8Q: 3 clusters Score -806984.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -807113.937500 Penalty: 4562.139648
	Iteration 9Q: 3 clusters Score -807113.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -807258.875000 Penalty: 4562.139648
	Iteration 10Q: 3 clusters Score -807258.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -807434.875000 Penalty: 4562.139648
	Iteration 11Q: 3 clusters Score -807434.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -807613.125000 Penalty: 4562.139648
	Iteration 12Q: 3 clusters Score -807613.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -807771.062500 Penalty: 4562.139648
	Iteration 13Q: 3 clusters Score -807771.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -807909.500000 Penalty: 4562.139648
	Iteration 14Q: 3 clusters Score -807909.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -808027.437500 Penalty: 4562.139648
	Iteration 15Q: 3 clusters Score -808027.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -808140.750000 Penalty: 4562.139648
	Iteration 16Q: 3 clusters Score -808140.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -808242.000000 Penalty: 4562.139648
	Iteration 17Q: 3 clusters Score -808242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -808335.625000 Penalty: 4562.139648
	Iteration 18Q: 3 clusters Score -808335.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -808425.437500 Penalty: 4562.139648
	Iteration 19Q: 3 clusters Score -808425.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -808503.187500 Penalty: 4562.139648
	Iteration 20F: 3 clusters Score -808503.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -808572.437500 Penalty: 4562.139648
	Iteration 21Q: 3 clusters Score -808572.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -808624.062500 Penalty: 4562.139648
	Iteration 22Q: 3 clusters Score -808624.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -808670.437500 Penalty: 4562.139648
	Iteration 23Q: 3 clusters Score -808670.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -808724.625000 Penalty: 4562.139648
	Iteration 24Q: 3 clusters Score -808724.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -808787.062500 Penalty: 4562.139648
	Iteration 25Q: 3 clusters Score -808787.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -808840.750000 Penalty: 4562.139648
	Iteration 26Q: 3 clusters Score -808840.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -808894.375000 Penalty: 4562.139648
	Iteration 27Q: 3 clusters Score -808894.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -808943.562500 Penalty: 4562.139648
	Iteration 28Q: 3 clusters Score -808943.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -808985.125000 Penalty: 4562.139648
	Iteration 29Q: 3 clusters Score -808985.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -809014.500000 Penalty: 4562.139648
	Iteration 30Q: 3 clusters Score -809014.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -809043.125000 Penalty: 4562.139648
	Iteration 31Q: 3 clusters Score -809043.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -809078.625000 Penalty: 4562.139648
	Iteration 32Q: 3 clusters Score -809078.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -809115.562500 Penalty: 4562.139648
	Iteration 33Q: 3 clusters Score -809115.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -809141.937500 Penalty: 4562.139648
	Iteration 34Q: 3 clusters Score -809141.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -809161.375000 Penalty: 4562.139648
	Iteration 35Q: 3 clusters Score -809161.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -809179.437500 Penalty: 4562.139648
	Iteration 36Q: 3 clusters Score -809179.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -809195.625000 Penalty: 4562.139648
	Iteration 37Q: 3 clusters Score -809195.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -809221.875000 Penalty: 4562.139648
	Iteration 38Q: 3 clusters Score -809221.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -809264.000000 Penalty: 4562.139648
	Iteration 39Q: 3 clusters Score -809264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -809336.062500 Penalty: 4562.139648
	Iteration 40F: 3 clusters Score -809336.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -809386.375000 Penalty: 4562.139648
	Iteration 41Q: 3 clusters Score -809386.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -809421.187500 Penalty: 4562.139648
	Iteration 42Q: 3 clusters Score -809421.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -809447.562500 Penalty: 4562.139648
	Iteration 43Q: 3 clusters Score -809447.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -809478.562500 Penalty: 4562.139648
	Iteration 44Q: 3 clusters Score -809478.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -809503.875000 Penalty: 4562.139648
	Iteration 45Q: 3 clusters Score -809503.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -809528.375000 Penalty: 4562.139648
	Iteration 46Q: 3 clusters Score -809528.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -809551.062500 Penalty: 4562.139648
	Iteration 47Q: 3 clusters Score -809551.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -809563.687500 Penalty: 4562.139648
	Iteration 48Q: 3 clusters Score -809563.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -809572.562500 Penalty: 4562.139648
	Iteration 49Q: 3 clusters Score -809572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -809575.000000 Penalty: 4562.139648
	Iteration 50Q: 3 clusters Score -809575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -809580.687500 Penalty: 4562.139648
	Iteration 51Q: 3 clusters Score -809580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -809583.187500 Penalty: 4562.139648
	Iteration 52Q: 3 clusters Score -809583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -809585.687500 Penalty: 4562.139648
	Iteration 53Q: 3 clusters Score -809585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -809589.937500 Penalty: 4562.139648
	Iteration 54Q: 3 clusters Score -809589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -809595.062500 Penalty: 4562.139648
	Iteration 55Q: 3 clusters Score -809595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -809598.500000 Penalty: 4562.139648
	Iteration 56Q: 3 clusters Score -809598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -809599.500000 Penalty: 4562.139648
	Iteration 57Q: 3 clusters Score -809599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -809601.187500 Penalty: 4562.139648
	Iteration 58Q: 3 clusters Score -809601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -809601.812500 Penalty: 4562.139648
	Iteration 59Q: 3 clusters Score -809601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -809601.812500 Penalty: 4562.139648
	Iteration 60F: 3 clusters Score -809601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Entering Unmasked Estep 
Score: -4425632.000000 Penalty: 2706.955566
	Iteration 0F: 2 clusters Score -4425632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4388595.500000 Penalty: 5413.911133
	Iteration 0F: 3 clusters Score -4388596 nChanged 25506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4402909.000000 Penalty: 5413.911133
	Iteration 1F: 3 clusters Score -4402909 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -4403668.500000 Penalty: 5413.911133
	Iteration 2Q: 3 clusters Score -4403668 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4404504.000000 Penalty: 5413.911133
	Iteration 3Q: 3 clusters Score -4404504 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4405509.000000 Penalty: 5413.911133
	Iteration 4Q: 3 clusters Score -4405509 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4406878.000000 Penalty: 5413.911133
	Iteration 5F: 3 clusters Score -4406878 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4408724.000000 Penalty: 5413.911133
	Iteration 6F: 3 clusters Score -4408724 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4411123.000000 Penalty: 5413.911133
	Iteration 7F: 3 clusters Score -4411123 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4413914.000000 Penalty: 5413.911133
	Iteration 8F: 3 clusters Score -4413914 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4416651.500000 Penalty: 5413.911133
	Iteration 9F: 3 clusters Score -4416652 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4418694.000000 Penalty: 5413.911133
	Iteration 10Q: 3 clusters Score -4418694 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -4419782.500000 Penalty: 5413.911133
	Iteration 11Q: 3 clusters Score -4419782 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -4420328.000000 Penalty: 5413.911133
	Iteration 12Q: 3 clusters Score -4420328 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -4420655.000000 Penalty: 5413.911133
	Iteration 13Q: 3 clusters Score -4420655 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -4420853.000000 Penalty: 5413.911133
	Iteration 14Q: 3 clusters Score -4420853 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -4421023.500000 Penalty: 5413.911133
	Iteration 15Q: 3 clusters Score -4421024 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -4421142.000000 Penalty: 5413.911133
	Iteration 16Q: 3 clusters Score -4421142 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -4421250.000000 Penalty: 5413.911133
	Iteration 17Q: 3 clusters Score -4421250 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -4421366.000000 Penalty: 5413.911133
	Iteration 18Q: 3 clusters Score -4421366 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -4421486.000000 Penalty: 5413.911133
	Iteration 19Q: 3 clusters Score -4421486 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -4421608.000000 Penalty: 5413.911133
	Iteration 20F: 3 clusters Score -4421608 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -4421745.000000 Penalty: 5413.911133
	Iteration 21Q: 3 clusters Score -4421745 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -4421881.000000 Penalty: 5413.911133
	Iteration 22Q: 3 clusters Score -4421881 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -4422055.500000 Penalty: 5413.911133
	Iteration 23Q: 3 clusters Score -4422056 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -4422223.000000 Penalty: 5413.911133
	Iteration 24Q: 3 clusters Score -4422223 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -4422459.000000 Penalty: 5413.911133
	Iteration 25Q: 3 clusters Score -4422459 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -4422722.000000 Penalty: 5413.911133
	Iteration 26Q: 3 clusters Score -4422722 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -4423065.500000 Penalty: 5413.911133
	Iteration 27Q: 3 clusters Score -4423066 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -4423459.000000 Penalty: 5413.911133
	Iteration 28Q: 3 clusters Score -4423459 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -4423859.000000 Penalty: 5413.911133
	Iteration 29Q: 3 clusters Score -4423859 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -4424108.000000 Penalty: 5413.911133
	Iteration 30Q: 3 clusters Score -4424108 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -4424241.500000 Penalty: 5413.911133
	Iteration 31Q: 3 clusters Score -4424242 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -4424335.000000 Penalty: 5413.911133
	Iteration 32Q: 3 clusters Score -4424335 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4424407.500000 Penalty: 5413.911133
	Iteration 33Q: 3 clusters Score -4424408 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -4424457.000000 Penalty: 5413.911133
	Iteration 34Q: 3 clusters Score -4424457 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -4424497.000000 Penalty: 5413.911133
	Iteration 35Q: 3 clusters Score -4424497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -4424515.500000 Penalty: 5413.911133
	Iteration 36Q: 3 clusters Score -4424516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -4424549.500000 Penalty: 5413.911133
	Iteration 37Q: 3 clusters Score -4424550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -4424559.500000 Penalty: 5413.911133
	Iteration 38Q: 3 clusters Score -4424560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -4424591.000000 Penalty: 5413.911133
	Iteration 39Q: 3 clusters Score -4424591 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -4424605.000000 Penalty: 5413.911133
	Iteration 40F: 3 clusters Score -4424605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4424604.500000 Penalty: 5413.911133
	Iteration 41Q: 3 clusters Score -4424604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -4424639.000000 Penalty: 5413.911133
	Iteration 42Q: 3 clusters Score -4424639 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -4424630.000000 Penalty: 5413.911133
	Iteration 43Q: 3 clusters Score -4424630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4424644.000000 Penalty: 5413.911133
	Iteration 44Q: 3 clusters Score -4424644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -4424655.500000 Penalty: 5413.911133
	Iteration 45Q: 3 clusters Score -4424656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -4424668.000000 Penalty: 5413.911133
	Iteration 46Q: 3 clusters Score -4424668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4424680.000000 Penalty: 5413.911133
	Iteration 47Q: 3 clusters Score -4424680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -4424675.000000 Penalty: 5413.911133
	Iteration 48Q: 3 clusters Score -4424675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -4424680.000000 Penalty: 5413.911133
	Iteration 49Q: 3 clusters Score -4424680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -4424682.500000 Penalty: 5413.911133
	Iteration 50Q: 3 clusters Score -4424682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4424660.500000 Penalty: 5413.911133
	Iteration 51Q: 3 clusters Score -4424660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4424658.500000 Penalty: 5413.911133
	Iteration 52Q: 3 clusters Score -4424658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -4424662.000000 Penalty: 5413.911133
	Iteration 53Q: 3 clusters Score -4424662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4424665.500000 Penalty: 5413.911133
	Iteration 54Q: 3 clusters Score -4424666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -4424677.500000 Penalty: 5413.911133
	Iteration 55Q: 3 clusters Score -4424678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -4424684.000000 Penalty: 5413.911133
	Iteration 56Q: 3 clusters Score -4424684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4424678.500000 Penalty: 5413.911133
	Iteration 57Q: 3 clusters Score -4424678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4424680.500000 Penalty: 5413.911133
	Iteration 58Q: 3 clusters Score -4424680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -4424674.500000 Penalty: 5413.911133
	Iteration 59Q: 3 clusters Score -4424674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -4424694.000000 Penalty: 5413.911133
	Iteration 60F: 3 clusters Score -4424694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -4424678.000000 Penalty: 5413.911133
	Iteration 61Q: 3 clusters Score -4424678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -4424673.000000 Penalty: 5413.911133
	Iteration 62Q: 3 clusters Score -4424673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4424675.500000 Penalty: 5413.911133
	Iteration 63Q: 3 clusters Score -4424676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -4424676.500000 Penalty: 5413.911133
	Iteration 64Q: 3 clusters Score -4424676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4424675.000000 Penalty: 5413.911133
	Iteration 65Q: 3 clusters Score -4424675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -4424675.500000 Penalty: 5413.911133
	Iteration 66Q: 3 clusters Score -4424676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4424676.000000 Penalty: 5413.911133
	Iteration 67Q: 3 clusters Score -4424676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -4424669.500000 Penalty: 5413.911133
	Iteration 68Q: 3 clusters Score -4424670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -4424669.500000 Penalty: 5413.911133
	Iteration 69F: 3 clusters Score -4424670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Entering Unmasked Estep 
Score: -771316.812500 Penalty: 2304.898682
	Iteration 0F: 2 clusters Score -771316.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -763101.000000 Penalty: 4609.797363
	Iteration 0F: 3 clusters Score -763101 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -765979.062500 Penalty: 4609.797363
	Iteration 1F: 3 clusters Score -765979.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -766719.625000 Penalty: 4609.797363
	Iteration 2F: 3 clusters Score -766719.6 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -767345.500000 Penalty: 4609.797363
	Iteration 3F: 3 clusters Score -767345.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -767806.687500 Penalty: 4609.797363
	Iteration 4F: 3 clusters Score -767806.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -768196.187500 Penalty: 4609.797363
	Iteration 5F: 3 clusters Score -768196.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -768524.625000 Penalty: 4609.797363
	Iteration 6Q: 3 clusters Score -768524.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -768775.125000 Penalty: 4609.797363
	Iteration 7Q: 3 clusters Score -768775.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -768933.562500 Penalty: 4609.797363
	Iteration 8Q: 3 clusters Score -768933.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -769045.437500 Penalty: 4609.797363
	Iteration 9Q: 3 clusters Score -769045.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -769119.625000 Penalty: 4609.797363
	Iteration 10Q: 3 clusters Score -769119.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -769177.062500 Penalty: 4609.797363
	Iteration 11Q: 3 clusters Score -769177.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -769225.625000 Penalty: 4609.797363
	Iteration 12Q: 3 clusters Score -769225.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -769258.187500 Penalty: 4609.797363
	Iteration 13Q: 3 clusters Score -769258.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -769290.187500 Penalty: 4609.797363
	Iteration 14Q: 3 clusters Score -769290.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -769305.250000 Penalty: 4609.797363
	Iteration 15Q: 3 clusters Score -769305.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -769318.125000 Penalty: 4609.797363
	Iteration 16Q: 3 clusters Score -769318.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -769334.187500 Penalty: 4609.797363
	Iteration 17Q: 3 clusters Score -769334.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -769348.437500 Penalty: 4609.797363
	Iteration 18Q: 3 clusters Score -769348.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -769369.312500 Penalty: 4609.797363
	Iteration 19Q: 3 clusters Score -769369.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -769386.875000 Penalty: 4609.797363
	Iteration 20F: 3 clusters Score -769386.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -769409.125000 Penalty: 4609.797363
	Iteration 21Q: 3 clusters Score -769409.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -769429.062500 Penalty: 4609.797363
	Iteration 22Q: 3 clusters Score -769429.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -769447.000000 Penalty: 4609.797363
	Iteration 23Q: 3 clusters Score -769447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -769468.125000 Penalty: 4609.797363
	Iteration 24Q: 3 clusters Score -769468.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -769491.375000 Penalty: 4609.797363
	Iteration 25Q: 3 clusters Score -769491.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -769522.812500 Penalty: 4609.797363
	Iteration 26Q: 3 clusters Score -769522.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -769554.812500 Penalty: 4609.797363
	Iteration 27Q: 3 clusters Score -769554.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -769596.250000 Penalty: 4609.797363
	Iteration 28Q: 3 clusters Score -769596.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -769635.437500 Penalty: 4609.797363
	Iteration 29Q: 3 clusters Score -769635.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -769673.500000 Penalty: 4609.797363
	Iteration 30Q: 3 clusters Score -769673.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -769711.250000 Penalty: 4609.797363
	Iteration 31Q: 3 clusters Score -769711.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -769745.062500 Penalty: 4609.797363
	Iteration 32Q: 3 clusters Score -769745.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -769779.812500 Penalty: 4609.797363
	Iteration 33Q: 3 clusters Score -769779.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -769815.875000 Penalty: 4609.797363
	Iteration 34Q: 3 clusters Score -769815.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -769861.312500 Penalty: 4609.797363
	Iteration 35Q: 3 clusters Score -769861.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -769906.250000 Penalty: 4609.797363
	Iteration 36Q: 3 clusters Score -769906.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -769953.875000 Penalty: 4609.797363
	Iteration 37Q: 3 clusters Score -769953.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -769995.250000 Penalty: 4609.797363
	Iteration 38Q: 3 clusters Score -769995.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -770030.500000 Penalty: 4609.797363
	Iteration 39Q: 3 clusters Score -770030.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -770068.750000 Penalty: 4609.797363
	Iteration 40F: 3 clusters Score -770068.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -770106.500000 Penalty: 4609.797363
	Iteration 41Q: 3 clusters Score -770106.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -770134.562500 Penalty: 4609.797363
	Iteration 42Q: 3 clusters Score -770134.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -770159.937500 Penalty: 4609.797363
	Iteration 43Q: 3 clusters Score -770159.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -770176.937500 Penalty: 4609.797363
	Iteration 44Q: 3 clusters Score -770176.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -770196.125000 Penalty: 4609.797363
	Iteration 45Q: 3 clusters Score -770196.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -770212.125000 Penalty: 4609.797363
	Iteration 46Q: 3 clusters Score -770212.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -770233.250000 Penalty: 4609.797363
	Iteration 47Q: 3 clusters Score -770233.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -770246.375000 Penalty: 4609.797363
	Iteration 48Q: 3 clusters Score -770246.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -770260.750000 Penalty: 4609.797363
	Iteration 49Q: 3 clusters Score -770260.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -770269.937500 Penalty: 4609.797363
	Iteration 50Q: 3 clusters Score -770269.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -770282.125000 Penalty: 4609.797363
	Iteration 51Q: 3 clusters Score -770282.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -770297.500000 Penalty: 4609.797363
	Iteration 52Q: 3 clusters Score -770297.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -770307.687500 Penalty: 4609.797363
	Iteration 53Q: 3 clusters Score -770307.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -770316.187500 Penalty: 4609.797363
	Iteration 54Q: 3 clusters Score -770316.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -770325.750000 Penalty: 4609.797363
	Iteration 55Q: 3 clusters Score -770325.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -770339.375000 Penalty: 4609.797363
	Iteration 56Q: 3 clusters Score -770339.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -770350.437500 Penalty: 4609.797363
	Iteration 57Q: 3 clusters Score -770350.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -770359.062500 Penalty: 4609.797363
	Iteration 58Q: 3 clusters Score -770359.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -770369.625000 Penalty: 4609.797363
	Iteration 59Q: 3 clusters Score -770369.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -770381.562500 Penalty: 4609.797363
	Iteration 60F: 3 clusters Score -770381.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -770392.187500 Penalty: 4609.797363
	Iteration 61Q: 3 clusters Score -770392.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -770404.250000 Penalty: 4609.797363
	Iteration 62Q: 3 clusters Score -770404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -770409.000000 Penalty: 4609.797363
	Iteration 63Q: 3 clusters Score -770409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -770411.875000 Penalty: 4609.797363
	Iteration 64Q: 3 clusters Score -770411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -770415.812500 Penalty: 4609.797363
	Iteration 65Q: 3 clusters Score -770415.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -770419.562500 Penalty: 4609.797363
	Iteration 66Q: 3 clusters Score -770419.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -770424.375000 Penalty: 4609.797363
	Iteration 67Q: 3 clusters Score -770424.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -770429.437500 Penalty: 4609.797363
	Iteration 68Q: 3 clusters Score -770429.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -770436.250000 Penalty: 4609.797363
	Iteration 69Q: 3 clusters Score -770436.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -770441.187500 Penalty: 4609.797363
	Iteration 70Q: 3 clusters Score -770441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -770442.375000 Penalty: 4609.797363
	Iteration 71Q: 3 clusters Score -770442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -770446.875000 Penalty: 4609.797363
	Iteration 72Q: 3 clusters Score -770446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -770449.875000 Penalty: 4609.797363
	Iteration 73Q: 3 clusters Score -770449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -770451.937500 Penalty: 4609.797363
	Iteration 74Q: 3 clusters Score -770451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -770450.562500 Penalty: 4609.797363
	Iteration 75Q: 3 clusters Score -770450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -770451.375000 Penalty: 4609.797363
	Iteration 76Q: 3 clusters Score -770451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -770451.375000 Penalty: 4609.797363
	Iteration 77F: 3 clusters Score -770451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -125381.617188 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -125381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -123047.023438 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -123047 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -123601.070312 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -123601.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -123850.554688 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -123850.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124031.468750 Penalty: 3670.404785
	Iteration 3F: 3 clusters Score -124031.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124152.609375 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -124152.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -124248.242188 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -124248.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124309.914062 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -124309.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124356.078125 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -124356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124372.882812 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -124372.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124387.484375 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -124387.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124401.023438 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -124401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124416.539062 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -124416.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124431.679688 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -124431.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124449.304688 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -124449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124460.109375 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -124460.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -124469.687500 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -124469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124477.054688 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -124477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -124484.257812 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -124484.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -124491.523438 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -124491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124498.054688 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -124498.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124503.492188 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -124503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124510.156250 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -124510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124515.007812 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -124515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -124522.164062 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -124522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124523.679688 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -124523.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124524.273438 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -124524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124525.093750 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -124525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -124526.984375 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -124527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -124532.992188 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -124533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -124542.421875 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -124542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124547.273438 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -124547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -124552.445312 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -124552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124559.710938 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -124559.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -124569.210938 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -124569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -124583.625000 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -124583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124596.906250 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -124596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124613.492188 Penalty: 3670.404785
	Iteration 36Q: 3 clusters Score -124613.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124630.664062 Penalty: 3670.404785
	Iteration 37Q: 3 clusters Score -124630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -124650.898438 Penalty: 3670.404785
	Iteration 38Q: 3 clusters Score -124650.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -124684.625000 Penalty: 3670.404785
	Iteration 39Q: 3 clusters Score -124684.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124727.914062 Penalty: 3670.404785
	Iteration 40F: 3 clusters Score -124727.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124775.132812 Penalty: 3670.404785
	Iteration 41Q: 3 clusters Score -124775.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124816.460938 Penalty: 3670.404785
	Iteration 42Q: 3 clusters Score -124816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -124859.617188 Penalty: 3670.404785
	Iteration 43Q: 3 clusters Score -124859.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -124889.265625 Penalty: 3670.404785
	Iteration 44Q: 3 clusters Score -124889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124907.250000 Penalty: 3670.404785
	Iteration 45Q: 3 clusters Score -124907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124910.117188 Penalty: 3670.404785
	Iteration 46Q: 3 clusters Score -124910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124910.117188 Penalty: 3670.404785
	Iteration 47F: 3 clusters Score -124910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Entering Unmasked Estep 
Score: -1758281.000000 Penalty: 2474.300049
	Iteration 0F: 2 clusters Score -1758281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1743261.125000 Penalty: 4948.600098
	Iteration 0F: 3 clusters Score -1743261 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1748596.250000 Penalty: 4948.600098
	Iteration 1F: 3 clusters Score -1748596 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1749387.625000 Penalty: 4948.600098
	Iteration 2F: 3 clusters Score -1749388 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1750042.250000 Penalty: 4948.600098
	Iteration 3F: 3 clusters Score -1750042 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1750606.000000 Penalty: 4948.600098
	Iteration 4F: 3 clusters Score -1750606 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1751071.750000 Penalty: 4948.600098
	Iteration 5Q: 3 clusters Score -1751072 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1751503.625000 Penalty: 4948.600098
	Iteration 6Q: 3 clusters Score -1751504 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1751921.750000 Penalty: 4948.600098
	Iteration 7Q: 3 clusters Score -1751922 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1752365.750000 Penalty: 4948.600098
	Iteration 8Q: 3 clusters Score -1752366 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1752760.250000 Penalty: 4948.600098
	Iteration 9Q: 3 clusters Score -1752760 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1753124.625000 Penalty: 4948.600098
	Iteration 10Q: 3 clusters Score -1753125 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1753480.000000 Penalty: 4948.600098
	Iteration 11Q: 3 clusters Score -1753480 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1753799.000000 Penalty: 4948.600098
	Iteration 12Q: 3 clusters Score -1753799 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1754153.875000 Penalty: 4948.600098
	Iteration 13Q: 3 clusters Score -1754154 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1754515.750000 Penalty: 4948.600098
	Iteration 14Q: 3 clusters Score -1754516 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -1754874.250000 Penalty: 4948.600098
	Iteration 15Q: 3 clusters Score -1754874 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1755184.125000 Penalty: 4948.600098
	Iteration 16Q: 3 clusters Score -1755184 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -1755444.375000 Penalty: 4948.600098
	Iteration 17Q: 3 clusters Score -1755444 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1755651.250000 Penalty: 4948.600098
	Iteration 18Q: 3 clusters Score -1755651 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1755806.250000 Penalty: 4948.600098
	Iteration 19Q: 3 clusters Score -1755806 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1755911.000000 Penalty: 4948.600098
	Iteration 20F: 3 clusters Score -1755911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -1755983.875000 Penalty: 4948.600098
	Iteration 21Q: 3 clusters Score -1755984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1756038.750000 Penalty: 4948.600098
	Iteration 22Q: 3 clusters Score -1756039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1756086.375000 Penalty: 4948.600098
	Iteration 23Q: 3 clusters Score -1756086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -1756124.500000 Penalty: 4948.600098
	Iteration 24Q: 3 clusters Score -1756124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -1756157.500000 Penalty: 4948.600098
	Iteration 25Q: 3 clusters Score -1756158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1756176.875000 Penalty: 4948.600098
	Iteration 26Q: 3 clusters Score -1756177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1756197.875000 Penalty: 4948.600098
	Iteration 27Q: 3 clusters Score -1756198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1756208.250000 Penalty: 4948.600098
	Iteration 28Q: 3 clusters Score -1756208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1756226.875000 Penalty: 4948.600098
	Iteration 29Q: 3 clusters Score -1756227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1756234.000000 Penalty: 4948.600098
	Iteration 30Q: 3 clusters Score -1756234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1756242.250000 Penalty: 4948.600098
	Iteration 31Q: 3 clusters Score -1756242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1756257.125000 Penalty: 4948.600098
	Iteration 32Q: 3 clusters Score -1756257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1756261.625000 Penalty: 4948.600098
	Iteration 33Q: 3 clusters Score -1756262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -1756270.750000 Penalty: 4948.600098
	Iteration 34Q: 3 clusters Score -1756271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1756274.375000 Penalty: 4948.600098
	Iteration 35Q: 3 clusters Score -1756274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1756279.875000 Penalty: 4948.600098
	Iteration 36Q: 3 clusters Score -1756280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1756277.875000 Penalty: 4948.600098
	Iteration 37Q: 3 clusters Score -1756278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1756277.875000 Penalty: 4948.600098
	Iteration 38F: 3 clusters Score -1756278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -512009.875000 Penalty: 2207.336182
	Iteration 0F: 2 clusters Score -512009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -506027.812500 Penalty: 4414.672363
	Iteration 0F: 3 clusters Score -506027.8 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -507846.312500 Penalty: 4414.672363
	Iteration 1F: 3 clusters Score -507846.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -508288.906250 Penalty: 4414.672363
	Iteration 2F: 3 clusters Score -508288.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -508675.875000 Penalty: 4414.672363
	Iteration 3F: 3 clusters Score -508675.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -509079.625000 Penalty: 4414.672363
	Iteration 4F: 3 clusters Score -509079.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -509458.312500 Penalty: 4414.672363
	Iteration 5F: 3 clusters Score -509458.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -509838.562500 Penalty: 4414.672363
	Iteration 6F: 3 clusters Score -509838.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -510181.187500 Penalty: 4414.672363
	Iteration 7F: 3 clusters Score -510181.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -510563.156250 Penalty: 4414.672363
	Iteration 8Q: 3 clusters Score -510563.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -510924.093750 Penalty: 4414.672363
	Iteration 9Q: 3 clusters Score -510924.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -511182.531250 Penalty: 4414.672363
	Iteration 10Q: 3 clusters Score -511182.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -511343.968750 Penalty: 4414.672363
	Iteration 11Q: 3 clusters Score -511344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -511471.906250 Penalty: 4414.672363
	Iteration 12Q: 3 clusters Score -511471.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -511546.093750 Penalty: 4414.672363
	Iteration 13Q: 3 clusters Score -511546.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -511579.656250 Penalty: 4414.672363
	Iteration 14Q: 3 clusters Score -511579.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -511602.906250 Penalty: 4414.672363
	Iteration 15Q: 3 clusters Score -511602.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -511623.437500 Penalty: 4414.672363
	Iteration 16Q: 3 clusters Score -511623.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -511635.500000 Penalty: 4414.672363
	Iteration 17Q: 3 clusters Score -511635.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -511644.156250 Penalty: 4414.672363
	Iteration 18Q: 3 clusters Score -511644.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -511651.281250 Penalty: 4414.672363
	Iteration 19Q: 3 clusters Score -511651.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -511663.093750 Penalty: 4414.672363
	Iteration 20F: 3 clusters Score -511663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -511668.406250 Penalty: 4414.672363
	Iteration 21Q: 3 clusters Score -511668.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -511677.562500 Penalty: 4414.672363
	Iteration 22Q: 3 clusters Score -511677.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -511682.625000 Penalty: 4414.672363
	Iteration 23Q: 3 clusters Score -511682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -511685.281250 Penalty: 4414.672363
	Iteration 24Q: 3 clusters Score -511685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -511686.781250 Penalty: 4414.672363
	Iteration 25Q: 3 clusters Score -511686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -511687.156250 Penalty: 4414.672363
	Iteration 26Q: 3 clusters Score -511687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -511687.187500 Penalty: 4414.672363
	Iteration 27Q: 3 clusters Score -511687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -511687.187500 Penalty: 4414.672363
	Iteration 28F: 3 clusters Score -511687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Entering Unmasked Estep 
Score: -847828.937500 Penalty: 2292.624023
	Iteration 0F: 2 clusters Score -847828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -839904.062500 Penalty: 4585.248047
	Iteration 0F: 3 clusters Score -839904.1 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -842268.625000 Penalty: 4585.248047
	Iteration 1F: 3 clusters Score -842268.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -842521.500000 Penalty: 4585.248047
	Iteration 2F: 3 clusters Score -842521.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -842705.250000 Penalty: 4585.248047
	Iteration 3Q: 3 clusters Score -842705.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -842861.687500 Penalty: 4585.248047
	Iteration 4Q: 3 clusters Score -842861.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -842999.937500 Penalty: 4585.248047
	Iteration 5Q: 3 clusters Score -842999.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -843141.625000 Penalty: 4585.248047
	Iteration 6Q: 3 clusters Score -843141.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -843286.062500 Penalty: 4585.248047
	Iteration 7Q: 3 clusters Score -843286.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -843491.937500 Penalty: 4585.248047
	Iteration 8Q: 3 clusters Score -843491.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -843764.000000 Penalty: 4585.248047
	Iteration 9Q: 3 clusters Score -843764 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -844058.625000 Penalty: 4585.248047
	Iteration 10Q: 3 clusters Score -844058.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -844386.812500 Penalty: 4585.248047
	Iteration 11Q: 3 clusters Score -844386.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -844703.937500 Penalty: 4585.248047
	Iteration 12Q: 3 clusters Score -844703.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -844992.875000 Penalty: 4585.248047
	Iteration 13Q: 3 clusters Score -844992.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -845227.875000 Penalty: 4585.248047
	Iteration 14Q: 3 clusters Score -845227.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -845386.562500 Penalty: 4585.248047
	Iteration 15Q: 3 clusters Score -845386.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -845497.250000 Penalty: 4585.248047
	Iteration 16Q: 3 clusters Score -845497.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -845577.250000 Penalty: 4585.248047
	Iteration 17Q: 3 clusters Score -845577.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -845637.687500 Penalty: 4585.248047
	Iteration 18Q: 3 clusters Score -845637.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -845677.187500 Penalty: 4585.248047
	Iteration 19Q: 3 clusters Score -845677.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -845697.312500 Penalty: 4585.248047
	Iteration 20F: 3 clusters Score -845697.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -845714.625000 Penalty: 4585.248047
	Iteration 21Q: 3 clusters Score -845714.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -845732.437500 Penalty: 4585.248047
	Iteration 22Q: 3 clusters Score -845732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -845744.750000 Penalty: 4585.248047
	Iteration 23Q: 3 clusters Score -845744.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -845761.875000 Penalty: 4585.248047
	Iteration 24Q: 3 clusters Score -845761.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -845772.562500 Penalty: 4585.248047
	Iteration 25Q: 3 clusters Score -845772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -845779.687500 Penalty: 4585.248047
	Iteration 26Q: 3 clusters Score -845779.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -845788.187500 Penalty: 4585.248047
	Iteration 27Q: 3 clusters Score -845788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -845794.125000 Penalty: 4585.248047
	Iteration 28Q: 3 clusters Score -845794.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -845805.000000 Penalty: 4585.248047
	Iteration 29Q: 3 clusters Score -845805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -845814.000000 Penalty: 4585.248047
	Iteration 30Q: 3 clusters Score -845814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -845816.062500 Penalty: 4585.248047
	Iteration 31Q: 3 clusters Score -845816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -845818.250000 Penalty: 4585.248047
	Iteration 32Q: 3 clusters Score -845818.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -845823.375000 Penalty: 4585.248047
	Iteration 33Q: 3 clusters Score -845823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -845825.000000 Penalty: 4585.248047
	Iteration 34Q: 3 clusters Score -845825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -845824.625000 Penalty: 4585.248047
	Iteration 35Q: 3 clusters Score -845824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -845826.437500 Penalty: 4585.248047
	Iteration 36Q: 3 clusters Score -845826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -845827.562500 Penalty: 4585.248047
	Iteration 37Q: 3 clusters Score -845827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -845827.937500 Penalty: 4585.248047
	Iteration 38Q: 3 clusters Score -845827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -845829.312500 Penalty: 4585.248047
	Iteration 39Q: 3 clusters Score -845829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -845828.687500 Penalty: 4585.248047
	Iteration 40F: 3 clusters Score -845828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Entering Unmasked Estep 
Score: -2012844.375000 Penalty: 2504.932373
	Iteration 0F: 2 clusters Score -2012844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1996015.750000 Penalty: 5009.864746
	Iteration 0F: 3 clusters Score -1996016 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2001793.500000 Penalty: 5009.864746
	Iteration 1F: 3 clusters Score -2001794 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2002202.000000 Penalty: 5009.864746
	Iteration 2Q: 3 clusters Score -2002202 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2002559.375000 Penalty: 5009.864746
	Iteration 3Q: 3 clusters Score -2002559 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2002931.750000 Penalty: 5009.864746
	Iteration 4Q: 3 clusters Score -2002932 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2003316.125000 Penalty: 5009.864746
	Iteration 5Q: 3 clusters Score -2003316 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2003828.500000 Penalty: 5009.864746
	Iteration 6Q: 3 clusters Score -2003828 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2004360.875000 Penalty: 5009.864746
	Iteration 7Q: 3 clusters Score -2004361 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2004902.250000 Penalty: 5009.864746
	Iteration 8Q: 3 clusters Score -2004902 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2005374.000000 Penalty: 5009.864746
	Iteration 9Q: 3 clusters Score -2005374 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2005812.125000 Penalty: 5009.864746
	Iteration 10Q: 3 clusters Score -2005812 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2006146.000000 Penalty: 5009.864746
	Iteration 11Q: 3 clusters Score -2006146 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2006391.375000 Penalty: 5009.864746
	Iteration 12Q: 3 clusters Score -2006391 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2006580.250000 Penalty: 5009.864746
	Iteration 13Q: 3 clusters Score -2006580 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2006729.375000 Penalty: 5009.864746
	Iteration 14Q: 3 clusters Score -2006729 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2006857.125000 Penalty: 5009.864746
	Iteration 15Q: 3 clusters Score -2006857 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2006993.125000 Penalty: 5009.864746
	Iteration 16Q: 3 clusters Score -2006993 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2007138.000000 Penalty: 5009.864746
	Iteration 17Q: 3 clusters Score -2007138 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2007290.125000 Penalty: 5009.864746
	Iteration 18Q: 3 clusters Score -2007290 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2007459.500000 Penalty: 5009.864746
	Iteration 19Q: 3 clusters Score -2007460 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2007661.625000 Penalty: 5009.864746
	Iteration 20F: 3 clusters Score -2007662 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2007894.750000 Penalty: 5009.864746
	Iteration 21Q: 3 clusters Score -2007895 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2008170.625000 Penalty: 5009.864746
	Iteration 22Q: 3 clusters Score -2008171 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2008490.000000 Penalty: 5009.864746
	Iteration 23Q: 3 clusters Score -2008490 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2008870.000000 Penalty: 5009.864746
	Iteration 24Q: 3 clusters Score -2008870 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2009261.625000 Penalty: 5009.864746
	Iteration 25Q: 3 clusters Score -2009262 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2009585.875000 Penalty: 5009.864746
	Iteration 26Q: 3 clusters Score -2009586 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2009833.250000 Penalty: 5009.864746
	Iteration 27Q: 3 clusters Score -2009833 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2010028.125000 Penalty: 5009.864746
	Iteration 28Q: 3 clusters Score -2010028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2010173.500000 Penalty: 5009.864746
	Iteration 29Q: 3 clusters Score -2010174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2010303.250000 Penalty: 5009.864746
	Iteration 30Q: 3 clusters Score -2010303 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2010407.500000 Penalty: 5009.864746
	Iteration 31Q: 3 clusters Score -2010408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2010482.375000 Penalty: 5009.864746
	Iteration 32Q: 3 clusters Score -2010482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2010541.875000 Penalty: 5009.864746
	Iteration 33Q: 3 clusters Score -2010542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2010589.000000 Penalty: 5009.864746
	Iteration 34Q: 3 clusters Score -2010589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2010620.750000 Penalty: 5009.864746
	Iteration 35Q: 3 clusters Score -2010621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2010644.000000 Penalty: 5009.864746
	Iteration 36Q: 3 clusters Score -2010644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2010663.750000 Penalty: 5009.864746
	Iteration 37Q: 3 clusters Score -2010664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2010679.750000 Penalty: 5009.864746
	Iteration 38Q: 3 clusters Score -2010680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2010696.000000 Penalty: 5009.864746
	Iteration 39Q: 3 clusters Score -2010696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2010705.875000 Penalty: 5009.864746
	Iteration 40F: 3 clusters Score -2010706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2010717.375000 Penalty: 5009.864746
	Iteration 41Q: 3 clusters Score -2010717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2010724.500000 Penalty: 5009.864746
	Iteration 42Q: 3 clusters Score -2010724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2010737.375000 Penalty: 5009.864746
	Iteration 43Q: 3 clusters Score -2010737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2010742.000000 Penalty: 5009.864746
	Iteration 44Q: 3 clusters Score -2010742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2010742.750000 Penalty: 5009.864746
	Iteration 45Q: 3 clusters Score -2010743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2010746.500000 Penalty: 5009.864746
	Iteration 46Q: 3 clusters Score -2010746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2010746.750000 Penalty: 5009.864746
	Iteration 47Q: 3 clusters Score -2010747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2010746.375000 Penalty: 5009.864746
	Iteration 48Q: 3 clusters Score -2010746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2010747.625000 Penalty: 5009.864746
	Iteration 49Q: 3 clusters Score -2010748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2010745.750000 Penalty: 5009.864746
	Iteration 50Q: 3 clusters Score -2010746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2010746.625000 Penalty: 5009.864746
	Iteration 51Q: 3 clusters Score -2010747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2010746.625000 Penalty: 5009.864746
	Iteration 52F: 3 clusters Score -2010747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -1309395.625000 Penalty: 2395.208252
	Iteration 0F: 2 clusters Score -1309396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1298154.875000 Penalty: 4790.416504
	Iteration 0F: 3 clusters Score -1298155 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1301790.625000 Penalty: 4790.416504
	Iteration 1F: 3 clusters Score -1301791 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1302304.375000 Penalty: 4790.416504
	Iteration 2F: 3 clusters Score -1302304 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1302869.000000 Penalty: 4790.416504
	Iteration 3F: 3 clusters Score -1302869 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1303453.125000 Penalty: 4790.416504
	Iteration 4F: 3 clusters Score -1303453 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1304052.000000 Penalty: 4790.416504
	Iteration 5F: 3 clusters Score -1304052 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1304676.000000 Penalty: 4790.416504
	Iteration 6F: 3 clusters Score -1304676 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1305220.375000 Penalty: 4790.416504
	Iteration 7F: 3 clusters Score -1305220 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1305649.500000 Penalty: 4790.416504
	Iteration 8Q: 3 clusters Score -1305650 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1305989.250000 Penalty: 4790.416504
	Iteration 9Q: 3 clusters Score -1305989 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1306273.125000 Penalty: 4790.416504
	Iteration 10Q: 3 clusters Score -1306273 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1306499.875000 Penalty: 4790.416504
	Iteration 11Q: 3 clusters Score -1306500 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1306665.750000 Penalty: 4790.416504
	Iteration 12Q: 3 clusters Score -1306666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1306798.375000 Penalty: 4790.416504
	Iteration 13Q: 3 clusters Score -1306798 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1306913.250000 Penalty: 4790.416504
	Iteration 14Q: 3 clusters Score -1306913 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1307001.125000 Penalty: 4790.416504
	Iteration 15Q: 3 clusters Score -1307001 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1307078.000000 Penalty: 4790.416504
	Iteration 16Q: 3 clusters Score -1307078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1307147.500000 Penalty: 4790.416504
	Iteration 17Q: 3 clusters Score -1307148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1307208.250000 Penalty: 4790.416504
	Iteration 18Q: 3 clusters Score -1307208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1307276.000000 Penalty: 4790.416504
	Iteration 19Q: 3 clusters Score -1307276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1307335.625000 Penalty: 4790.416504
	Iteration 20F: 3 clusters Score -1307336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1307378.875000 Penalty: 4790.416504
	Iteration 21Q: 3 clusters Score -1307379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1307408.250000 Penalty: 4790.416504
	Iteration 22Q: 3 clusters Score -1307408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1307430.125000 Penalty: 4790.416504
	Iteration 23Q: 3 clusters Score -1307430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1307454.500000 Penalty: 4790.416504
	Iteration 24Q: 3 clusters Score -1307454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1307476.625000 Penalty: 4790.416504
	Iteration 25Q: 3 clusters Score -1307477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1307503.250000 Penalty: 4790.416504
	Iteration 26Q: 3 clusters Score -1307503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1307516.375000 Penalty: 4790.416504
	Iteration 27Q: 3 clusters Score -1307516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1307535.875000 Penalty: 4790.416504
	Iteration 28Q: 3 clusters Score -1307536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1307551.375000 Penalty: 4790.416504
	Iteration 29Q: 3 clusters Score -1307551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1307557.625000 Penalty: 4790.416504
	Iteration 30Q: 3 clusters Score -1307558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1307562.500000 Penalty: 4790.416504
	Iteration 31Q: 3 clusters Score -1307562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1307564.375000 Penalty: 4790.416504
	Iteration 32Q: 3 clusters Score -1307564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1307568.500000 Penalty: 4790.416504
	Iteration 33Q: 3 clusters Score -1307568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1307568.125000 Penalty: 4790.416504
	Iteration 34Q: 3 clusters Score -1307568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1307567.250000 Penalty: 4790.416504
	Iteration 35Q: 3 clusters Score -1307567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1307567.625000 Penalty: 4790.416504
	Iteration 36Q: 3 clusters Score -1307568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1307567.250000 Penalty: 4790.416504
	Iteration 37Q: 3 clusters Score -1307567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1307567.750000 Penalty: 4790.416504
	Iteration 38Q: 3 clusters Score -1307568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1307567.750000 Penalty: 4790.416504
	Iteration 39F: 3 clusters Score -1307568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Entering Unmasked Estep 
Score: -5061057.000000 Penalty: 2731.723877
	Iteration 0F: 2 clusters Score -5061057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5019978.000000 Penalty: 5463.447754
	Iteration 0F: 3 clusters Score -5019978 nChanged 28431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5035923.000000 Penalty: 5463.447754
	Iteration 1F: 3 clusters Score -5035923 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5036631.500000 Penalty: 5463.447754
	Iteration 2Q: 3 clusters Score -5036632 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -5037422.500000 Penalty: 5463.447754
	Iteration 3Q: 3 clusters Score -5037422 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -5038340.500000 Penalty: 5463.447754
	Iteration 4Q: 3 clusters Score -5038340 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -5039585.500000 Penalty: 5463.447754
	Iteration 5Q: 3 clusters Score -5039586 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5041180.500000 Penalty: 5463.447754
	Iteration 6F: 3 clusters Score -5041180 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5043352.500000 Penalty: 5463.447754
	Iteration 7F: 3 clusters Score -5043352 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -5046006.500000 Penalty: 5463.447754
	Iteration 8F: 3 clusters Score -5046006 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5048615.000000 Penalty: 5463.447754
	Iteration 9F: 3 clusters Score -5048615 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5051040.500000 Penalty: 5463.447754
	Iteration 10F: 3 clusters Score -5051040 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -5053023.000000 Penalty: 5463.447754
	Iteration 11Q: 3 clusters Score -5053023 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5054537.000000 Penalty: 5463.447754
	Iteration 12Q: 3 clusters Score -5054537 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5055694.500000 Penalty: 5463.447754
	Iteration 13Q: 3 clusters Score -5055694 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5056480.000000 Penalty: 5463.447754
	Iteration 14Q: 3 clusters Score -5056480 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5057081.000000 Penalty: 5463.447754
	Iteration 15Q: 3 clusters Score -5057081 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5057514.500000 Penalty: 5463.447754
	Iteration 16Q: 3 clusters Score -5057514 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5057847.000000 Penalty: 5463.447754
	Iteration 17Q: 3 clusters Score -5057847 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5058067.500000 Penalty: 5463.447754
	Iteration 18Q: 3 clusters Score -5058068 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5058266.500000 Penalty: 5463.447754
	Iteration 19Q: 3 clusters Score -5058266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5058373.500000 Penalty: 5463.447754
	Iteration 20F: 3 clusters Score -5058374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5058453.500000 Penalty: 5463.447754
	Iteration 21Q: 3 clusters Score -5058454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5058499.500000 Penalty: 5463.447754
	Iteration 22Q: 3 clusters Score -5058500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5058534.000000 Penalty: 5463.447754
	Iteration 23Q: 3 clusters Score -5058534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5058550.000000 Penalty: 5463.447754
	Iteration 24Q: 3 clusters Score -5058550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5058569.000000 Penalty: 5463.447754
	Iteration 25Q: 3 clusters Score -5058569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5058582.000000 Penalty: 5463.447754
	Iteration 26Q: 3 clusters Score -5058582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5058606.000000 Penalty: 5463.447754
	Iteration 27Q: 3 clusters Score -5058606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5058626.500000 Penalty: 5463.447754
	Iteration 28Q: 3 clusters Score -5058626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5058626.500000 Penalty: 5463.447754
	Iteration 29Q: 3 clusters Score -5058626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5058638.000000 Penalty: 5463.447754
	Iteration 30Q: 3 clusters Score -5058638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5058640.500000 Penalty: 5463.447754
	Iteration 31Q: 3 clusters Score -5058640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5058650.500000 Penalty: 5463.447754
	Iteration 32Q: 3 clusters Score -5058650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5058652.500000 Penalty: 5463.447754
	Iteration 33Q: 3 clusters Score -5058652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5058659.500000 Penalty: 5463.447754
	Iteration 34Q: 3 clusters Score -5058660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5058658.000000 Penalty: 5463.447754
	Iteration 35Q: 3 clusters Score -5058658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5058666.500000 Penalty: 5463.447754
	Iteration 36Q: 3 clusters Score -5058666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5058678.000000 Penalty: 5463.447754
	Iteration 37Q: 3 clusters Score -5058678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5058686.500000 Penalty: 5463.447754
	Iteration 38Q: 3 clusters Score -5058686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5058686.000000 Penalty: 5463.447754
	Iteration 39Q: 3 clusters Score -5058686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5058685.500000 Penalty: 5463.447754
	Iteration 40F: 3 clusters Score -5058686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5058684.500000 Penalty: 5463.447754
	Iteration 41Q: 3 clusters Score -5058684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5058684.500000 Penalty: 5463.447754
	Iteration 42F: 3 clusters Score -5058684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Entering Unmasked Estep 
Score: -750814.500000 Penalty: 2249.713135
	Iteration 0F: 2 clusters Score -750814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -743975.500000 Penalty: 4499.426270
	Iteration 0F: 3 clusters Score -743975.5 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -745895.062500 Penalty: 4499.426270
	Iteration 1F: 3 clusters Score -745895.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -746204.062500 Penalty: 4499.426270
	Iteration 2F: 3 clusters Score -746204.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -746464.000000 Penalty: 4499.426270
	Iteration 3F: 3 clusters Score -746464 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -746745.937500 Penalty: 4499.426270
	Iteration 4F: 3 clusters Score -746745.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -747067.625000 Penalty: 4499.426270
	Iteration 5F: 3 clusters Score -747067.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -747370.250000 Penalty: 4499.426270
	Iteration 6F: 3 clusters Score -747370.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -747633.000000 Penalty: 4499.426270
	Iteration 7Q: 3 clusters Score -747633 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -747880.312500 Penalty: 4499.426270
	Iteration 8Q: 3 clusters Score -747880.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -748082.000000 Penalty: 4499.426270
	Iteration 9Q: 3 clusters Score -748082 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -748231.312500 Penalty: 4499.426270
	Iteration 10Q: 3 clusters Score -748231.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -748355.000000 Penalty: 4499.426270
	Iteration 11Q: 3 clusters Score -748355 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -748442.062500 Penalty: 4499.426270
	Iteration 12Q: 3 clusters Score -748442.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -748509.687500 Penalty: 4499.426270
	Iteration 13Q: 3 clusters Score -748509.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -748563.000000 Penalty: 4499.426270
	Iteration 14Q: 3 clusters Score -748563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -748602.187500 Penalty: 4499.426270
	Iteration 15Q: 3 clusters Score -748602.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -748626.125000 Penalty: 4499.426270
	Iteration 16Q: 3 clusters Score -748626.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -748646.500000 Penalty: 4499.426270
	Iteration 17Q: 3 clusters Score -748646.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -748665.437500 Penalty: 4499.426270
	Iteration 18Q: 3 clusters Score -748665.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -748682.312500 Penalty: 4499.426270
	Iteration 19Q: 3 clusters Score -748682.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -748697.875000 Penalty: 4499.426270
	Iteration 20F: 3 clusters Score -748697.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -748709.625000 Penalty: 4499.426270
	Iteration 21Q: 3 clusters Score -748709.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -748724.687500 Penalty: 4499.426270
	Iteration 22Q: 3 clusters Score -748724.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -748732.125000 Penalty: 4499.426270
	Iteration 23Q: 3 clusters Score -748732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -748739.687500 Penalty: 4499.426270
	Iteration 24Q: 3 clusters Score -748739.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -748746.812500 Penalty: 4499.426270
	Iteration 25Q: 3 clusters Score -748746.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -748752.250000 Penalty: 4499.426270
	Iteration 26Q: 3 clusters Score -748752.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -748757.062500 Penalty: 4499.426270
	Iteration 27Q: 3 clusters Score -748757.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -748763.500000 Penalty: 4499.426270
	Iteration 28Q: 3 clusters Score -748763.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -748774.500000 Penalty: 4499.426270
	Iteration 29Q: 3 clusters Score -748774.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -748781.812500 Penalty: 4499.426270
	Iteration 30Q: 3 clusters Score -748781.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -748790.312500 Penalty: 4499.426270
	Iteration 31Q: 3 clusters Score -748790.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -748796.437500 Penalty: 4499.426270
	Iteration 32Q: 3 clusters Score -748796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -748800.812500 Penalty: 4499.426270
	Iteration 33Q: 3 clusters Score -748800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -748804.812500 Penalty: 4499.426270
	Iteration 34Q: 3 clusters Score -748804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -748809.937500 Penalty: 4499.426270
	Iteration 35Q: 3 clusters Score -748809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -748812.187500 Penalty: 4499.426270
	Iteration 36Q: 3 clusters Score -748812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -748814.875000 Penalty: 4499.426270
	Iteration 37Q: 3 clusters Score -748814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -748820.000000 Penalty: 4499.426270
	Iteration 38Q: 3 clusters Score -748820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -748824.062500 Penalty: 4499.426270
	Iteration 39Q: 3 clusters Score -748824.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -748831.687500 Penalty: 4499.426270
	Iteration 40F: 3 clusters Score -748831.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -748839.437500 Penalty: 4499.426270
	Iteration 41Q: 3 clusters Score -748839.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -748850.437500 Penalty: 4499.426270
	Iteration 42Q: 3 clusters Score -748850.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -748861.375000 Penalty: 4499.426270
	Iteration 43Q: 3 clusters Score -748861.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -748870.000000 Penalty: 4499.426270
	Iteration 44Q: 3 clusters Score -748870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -748880.000000 Penalty: 4499.426270
	Iteration 45Q: 3 clusters Score -748880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -748884.125000 Penalty: 4499.426270
	Iteration 46Q: 3 clusters Score -748884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -748886.875000 Penalty: 4499.426270
	Iteration 47Q: 3 clusters Score -748886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -748888.000000 Penalty: 4499.426270
	Iteration 48Q: 3 clusters Score -748888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -748891.937500 Penalty: 4499.426270
	Iteration 49Q: 3 clusters Score -748891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -748894.187500 Penalty: 4499.426270
	Iteration 50Q: 3 clusters Score -748894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -748894.875000 Penalty: 4499.426270
	Iteration 51Q: 3 clusters Score -748894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -748894.062500 Penalty: 4499.426270
	Iteration 52Q: 3 clusters Score -748894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -748894.500000 Penalty: 4499.426270
	Iteration 53Q: 3 clusters Score -748894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -748894.687500 Penalty: 4499.426270
	Iteration 54Q: 3 clusters Score -748894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -748894.687500 Penalty: 4499.426270
	Iteration 55F: 3 clusters Score -748894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -764066.187500 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -764066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -756630.875000 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -756630.9 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -758905.625000 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -758905.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -759363.000000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -759363 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -759767.500000 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -759767.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -760114.812500 Penalty: 4545.126953
	Iteration 4F: 3 clusters Score -760114.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -760421.875000 Penalty: 4545.126953
	Iteration 5F: 3 clusters Score -760421.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -760729.812500 Penalty: 4545.126953
	Iteration 6F: 3 clusters Score -760729.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -761036.437500 Penalty: 4545.126953
	Iteration 7Q: 3 clusters Score -761036.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -761356.750000 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -761356.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -761628.812500 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -761628.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -761844.125000 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -761844.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -761998.625000 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -761998.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -762146.500000 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -762146.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -762252.312500 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -762252.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -762326.562500 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -762326.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -762361.937500 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -762361.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -762386.375000 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -762386.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -762407.812500 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -762407.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -762430.625000 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -762430.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -762456.937500 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -762456.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -762486.625000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -762486.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -762518.375000 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -762518.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -762551.750000 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -762551.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -762585.312500 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -762585.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -762609.937500 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -762609.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -762629.625000 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -762629.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -762644.125000 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -762644.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -762654.812500 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -762654.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -762662.187500 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -762662.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -762672.687500 Penalty: 4545.126953
	Iteration 29Q: 3 clusters Score -762672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -762676.500000 Penalty: 4545.126953
	Iteration 30Q: 3 clusters Score -762676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -762676.312500 Penalty: 4545.126953
	Iteration 31Q: 3 clusters Score -762676.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -762679.062500 Penalty: 4545.126953
	Iteration 32Q: 3 clusters Score -762679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -762679.937500 Penalty: 4545.126953
	Iteration 33Q: 3 clusters Score -762679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -762681.750000 Penalty: 4545.126953
	Iteration 34Q: 3 clusters Score -762681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -762683.312500 Penalty: 4545.126953
	Iteration 35Q: 3 clusters Score -762683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -762684.937500 Penalty: 4545.126953
	Iteration 36Q: 3 clusters Score -762684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -762685.437500 Penalty: 4545.126953
	Iteration 37Q: 3 clusters Score -762685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -762687.062500 Penalty: 4545.126953
	Iteration 38Q: 3 clusters Score -762687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -762686.500000 Penalty: 4545.126953
	Iteration 39Q: 3 clusters Score -762686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -762687.437500 Penalty: 4545.126953
	Iteration 40F: 3 clusters Score -762687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -762688.312500 Penalty: 4545.126953
	Iteration 41Q: 3 clusters Score -762688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -762689.312500 Penalty: 4545.126953
	Iteration 42Q: 3 clusters Score -762689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -762688.875000 Penalty: 4545.126953
	Iteration 43Q: 3 clusters Score -762688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -762689.625000 Penalty: 4545.126953
	Iteration 44Q: 3 clusters Score -762689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -762689.062500 Penalty: 4545.126953
	Iteration 45Q: 3 clusters Score -762689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -762689.062500 Penalty: 4545.126953
	Iteration 46F: 3 clusters Score -762689.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -53170.648438 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -53170.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51482.816406 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -51482.82 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51717.285156 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -51717.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -51783.804688 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -51783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51811.312500 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -51811.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51835.226562 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -51835.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -51847.914062 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -51847.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -51864.671875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -51864.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -51870.433594 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -51870.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51874.875000 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -51874.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51877.750000 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -51877.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -51878.675781 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -51878.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -51878.675781 Penalty: 3219.398926
	Iteration 11F: 3 clusters Score -51878.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -65016.035156 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -65016.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63225.621094 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -63225.62 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63464.003906 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -63464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -63531.320312 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -63531.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -63556.531250 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -63556.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -63567.671875 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -63567.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63573.812500 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -63573.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63580.167969 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -63580.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -63587.113281 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -63587.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63594.578125 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -63594.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63601.925781 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -63601.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -63608.320312 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -63608.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -63611.527344 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -63611.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63611.992188 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -63611.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63611.992188 Penalty: 3332.630615
	Iteration 13F: 3 clusters Score -63611.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -505368.625000 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -505368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -499517.937500 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -499517.9 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -501210.625000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -501210.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -501606.500000 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -501606.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -501952.750000 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -501952.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -502225.375000 Penalty: 4398.174316
	Iteration 4F: 3 clusters Score -502225.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -502439.500000 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -502439.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -502631.593750 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -502631.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -502800.093750 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -502800.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -502947.343750 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -502947.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -503063.656250 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -503063.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -503150.531250 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -503150.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -503222.093750 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -503222.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -503285.875000 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -503285.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -503332.156250 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -503332.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -503366.718750 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -503366.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -503391.875000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -503391.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -503405.343750 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -503405.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -503417.156250 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -503417.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -503425.031250 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -503425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -503434.406250 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -503434.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -503441.875000 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -503441.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -503451.375000 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -503451.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -503459.843750 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -503459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -503466.593750 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -503466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -503473.593750 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -503473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -503476.562500 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -503476.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -503480.062500 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -503480.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -503482.562500 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -503482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -503484.593750 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -503484.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -503483.812500 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -503483.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -503487.750000 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -503487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -503492.062500 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -503492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -503493.343750 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -503493.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -503495.750000 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -503495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -503497.906250 Penalty: 4398.174316
	Iteration 34Q: 3 clusters Score -503497.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -503500.656250 Penalty: 4398.174316
	Iteration 35Q: 3 clusters Score -503500.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -503500.968750 Penalty: 4398.174316
	Iteration 36Q: 3 clusters Score -503501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -503501.875000 Penalty: 4398.174316
	Iteration 37Q: 3 clusters Score -503501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -503503.093750 Penalty: 4398.174316
	Iteration 38Q: 3 clusters Score -503503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -503504.593750 Penalty: 4398.174316
	Iteration 39Q: 3 clusters Score -503504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -503505.750000 Penalty: 4398.174316
	Iteration 40F: 3 clusters Score -503505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -503505.656250 Penalty: 4398.174316
	Iteration 41Q: 3 clusters Score -503505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -503506.500000 Penalty: 4398.174316
	Iteration 42Q: 3 clusters Score -503506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -503506.781250 Penalty: 4398.174316
	Iteration 43Q: 3 clusters Score -503506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -503506.937500 Penalty: 4398.174316
	Iteration 44Q: 3 clusters Score -503506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -503506.937500 Penalty: 4398.174316
	Iteration 45F: 3 clusters Score -503506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -124248.148438 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -124248.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -121906.109375 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -121906.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122317.039062 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -122317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122440.359375 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -122440.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122503.015625 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -122503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122544.187500 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -122544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122557.421875 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -122557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122568.945312 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -122568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122580.851562 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -122580.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122592.234375 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -122592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122600.890625 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -122600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122606.789062 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -122606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122611.625000 Penalty: 3672.522461
	Iteration 11Q: 3 clusters Score -122611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -122615.000000 Penalty: 3672.522461
	Iteration 12Q: 3 clusters Score -122615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -122619.156250 Penalty: 3672.522461
	Iteration 13Q: 3 clusters Score -122619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122624.148438 Penalty: 3672.522461
	Iteration 14Q: 3 clusters Score -122624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122627.226562 Penalty: 3672.522461
	Iteration 15Q: 3 clusters Score -122627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122628.515625 Penalty: 3672.522461
	Iteration 16Q: 3 clusters Score -122628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122628.664062 Penalty: 3672.522461
	Iteration 17Q: 3 clusters Score -122628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122628.664062 Penalty: 3672.522461
	Iteration 18F: 3 clusters Score -122628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Entering Unmasked Estep 
Score: -402936.968750 Penalty: 2108.314209
	Iteration 0F: 2 clusters Score -402937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -398461.812500 Penalty: 4216.628418
	Iteration 0F: 3 clusters Score -398461.8 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -399587.375000 Penalty: 4216.628418
	Iteration 1F: 3 clusters Score -399587.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -400113.843750 Penalty: 4216.628418
	Iteration 2F: 3 clusters Score -400113.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -400478.625000 Penalty: 4216.628418
	Iteration 3F: 3 clusters Score -400478.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -400760.218750 Penalty: 4216.628418
	Iteration 4F: 3 clusters Score -400760.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -401007.531250 Penalty: 4216.628418
	Iteration 5F: 3 clusters Score -401007.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -401256.156250 Penalty: 4216.628418
	Iteration 6F: 3 clusters Score -401256.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -401433.187500 Penalty: 4216.628418
	Iteration 7Q: 3 clusters Score -401433.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -401558.218750 Penalty: 4216.628418
	Iteration 8Q: 3 clusters Score -401558.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -401676.750000 Penalty: 4216.628418
	Iteration 9Q: 3 clusters Score -401676.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -401767.437500 Penalty: 4216.628418
	Iteration 10Q: 3 clusters Score -401767.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -401827.812500 Penalty: 4216.628418
	Iteration 11Q: 3 clusters Score -401827.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -401862.218750 Penalty: 4216.628418
	Iteration 12Q: 3 clusters Score -401862.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -401890.750000 Penalty: 4216.628418
	Iteration 13Q: 3 clusters Score -401890.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -401916.562500 Penalty: 4216.628418
	Iteration 14Q: 3 clusters Score -401916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -401935.875000 Penalty: 4216.628418
	Iteration 15Q: 3 clusters Score -401935.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -401946.625000 Penalty: 4216.628418
	Iteration 16Q: 3 clusters Score -401946.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -401958.031250 Penalty: 4216.628418
	Iteration 17Q: 3 clusters Score -401958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -401968.218750 Penalty: 4216.628418
	Iteration 18Q: 3 clusters Score -401968.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -401978.312500 Penalty: 4216.628418
	Iteration 19Q: 3 clusters Score -401978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -401984.343750 Penalty: 4216.628418
	Iteration 20F: 3 clusters Score -401984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -401989.218750 Penalty: 4216.628418
	Iteration 21Q: 3 clusters Score -401989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -401995.718750 Penalty: 4216.628418
	Iteration 22Q: 3 clusters Score -401995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -402001.843750 Penalty: 4216.628418
	Iteration 23Q: 3 clusters Score -402001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -402005.968750 Penalty: 4216.628418
	Iteration 24Q: 3 clusters Score -402006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -402006.593750 Penalty: 4216.628418
	Iteration 25Q: 3 clusters Score -402006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -402009.218750 Penalty: 4216.628418
	Iteration 26Q: 3 clusters Score -402009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -402009.968750 Penalty: 4216.628418
	Iteration 27Q: 3 clusters Score -402010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -402011.125000 Penalty: 4216.628418
	Iteration 28Q: 3 clusters Score -402011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -402010.875000 Penalty: 4216.628418
	Iteration 29Q: 3 clusters Score -402010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -402012.593750 Penalty: 4216.628418
	Iteration 30Q: 3 clusters Score -402012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -402012.531250 Penalty: 4216.628418
	Iteration 31Q: 3 clusters Score -402012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -402012.937500 Penalty: 4216.628418
	Iteration 32Q: 3 clusters Score -402012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -402016.000000 Penalty: 4216.628418
	Iteration 33Q: 3 clusters Score -402016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -402018.187500 Penalty: 4216.628418
	Iteration 34Q: 3 clusters Score -402018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -402020.281250 Penalty: 4216.628418
	Iteration 35Q: 3 clusters Score -402020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -402021.031250 Penalty: 4216.628418
	Iteration 36Q: 3 clusters Score -402021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -402020.906250 Penalty: 4216.628418
	Iteration 37Q: 3 clusters Score -402020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -402023.656250 Penalty: 4216.628418
	Iteration 38Q: 3 clusters Score -402023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -402023.781250 Penalty: 4216.628418
	Iteration 39Q: 3 clusters Score -402023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -402028.062500 Penalty: 4216.628418
	Iteration 40F: 3 clusters Score -402028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -402036.125000 Penalty: 4216.628418
	Iteration 41Q: 3 clusters Score -402036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -402041.625000 Penalty: 4216.628418
	Iteration 42Q: 3 clusters Score -402041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -402044.218750 Penalty: 4216.628418
	Iteration 43Q: 3 clusters Score -402044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -402044.218750 Penalty: 4216.628418
	Iteration 44F: 3 clusters Score -402044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Entering Unmasked Estep 
Score: -1373580.250000 Penalty: 2410.288086
	Iteration 0F: 2 clusters Score -1373580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1361665.875000 Penalty: 4820.576172
	Iteration 0F: 3 clusters Score -1361666 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1365495.375000 Penalty: 4820.576172
	Iteration 1F: 3 clusters Score -1365495 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1365851.625000 Penalty: 4820.576172
	Iteration 2F: 3 clusters Score -1365852 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1366146.500000 Penalty: 4820.576172
	Iteration 3Q: 3 clusters Score -1366146 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1366391.000000 Penalty: 4820.576172
	Iteration 4Q: 3 clusters Score -1366391 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1366667.500000 Penalty: 4820.576172
	Iteration 5Q: 3 clusters Score -1366668 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1366991.500000 Penalty: 4820.576172
	Iteration 6Q: 3 clusters Score -1366992 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1367381.875000 Penalty: 4820.576172
	Iteration 7Q: 3 clusters Score -1367382 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1367850.000000 Penalty: 4820.576172
	Iteration 8Q: 3 clusters Score -1367850 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1368337.750000 Penalty: 4820.576172
	Iteration 9F: 3 clusters Score -1368338 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1368817.625000 Penalty: 4820.576172
	Iteration 10Q: 3 clusters Score -1368818 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1369289.500000 Penalty: 4820.576172
	Iteration 11Q: 3 clusters Score -1369290 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1369704.250000 Penalty: 4820.576172
	Iteration 12Q: 3 clusters Score -1369704 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1370083.375000 Penalty: 4820.576172
	Iteration 13Q: 3 clusters Score -1370083 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1370394.500000 Penalty: 4820.576172
	Iteration 14Q: 3 clusters Score -1370394 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1370655.000000 Penalty: 4820.576172
	Iteration 15Q: 3 clusters Score -1370655 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1370896.500000 Penalty: 4820.576172
	Iteration 16Q: 3 clusters Score -1370896 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1371065.250000 Penalty: 4820.576172
	Iteration 17Q: 3 clusters Score -1371065 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1371195.625000 Penalty: 4820.576172
	Iteration 18Q: 3 clusters Score -1371196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1371295.875000 Penalty: 4820.576172
	Iteration 19Q: 3 clusters Score -1371296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1371369.750000 Penalty: 4820.576172
	Iteration 20F: 3 clusters Score -1371370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1371422.250000 Penalty: 4820.576172
	Iteration 21Q: 3 clusters Score -1371422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1371459.500000 Penalty: 4820.576172
	Iteration 22Q: 3 clusters Score -1371460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1371496.750000 Penalty: 4820.576172
	Iteration 23Q: 3 clusters Score -1371497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1371526.000000 Penalty: 4820.576172
	Iteration 24Q: 3 clusters Score -1371526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1371547.250000 Penalty: 4820.576172
	Iteration 25Q: 3 clusters Score -1371547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1371569.250000 Penalty: 4820.576172
	Iteration 26Q: 3 clusters Score -1371569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1371587.500000 Penalty: 4820.576172
	Iteration 27Q: 3 clusters Score -1371588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1371604.750000 Penalty: 4820.576172
	Iteration 28Q: 3 clusters Score -1371605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1371613.000000 Penalty: 4820.576172
	Iteration 29Q: 3 clusters Score -1371613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1371619.875000 Penalty: 4820.576172
	Iteration 30Q: 3 clusters Score -1371620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1371625.750000 Penalty: 4820.576172
	Iteration 31Q: 3 clusters Score -1371626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1371626.250000 Penalty: 4820.576172
	Iteration 32Q: 3 clusters Score -1371626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1371627.875000 Penalty: 4820.576172
	Iteration 33Q: 3 clusters Score -1371628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1371630.625000 Penalty: 4820.576172
	Iteration 34Q: 3 clusters Score -1371631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1371630.625000 Penalty: 4820.576172
	Iteration 35F: 3 clusters Score -1371631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -206491.437500 Penalty: 1989.922241
	Iteration 0F: 2 clusters Score -206491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -203228.625000 Penalty: 3979.844482
	Iteration 0F: 3 clusters Score -203228.6 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -204274.296875 Penalty: 3979.844482
	Iteration 1F: 3 clusters Score -204274.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -204906.187500 Penalty: 3979.844482
	Iteration 2F: 3 clusters Score -204906.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -205288.125000 Penalty: 3979.844482
	Iteration 3F: 3 clusters Score -205288.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -205529.500000 Penalty: 3979.844482
	Iteration 4F: 3 clusters Score -205529.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -205687.453125 Penalty: 3979.844482
	Iteration 5F: 3 clusters Score -205687.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -205772.953125 Penalty: 3979.844482
	Iteration 6Q: 3 clusters Score -205773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -205832.593750 Penalty: 3979.844482
	Iteration 7Q: 3 clusters Score -205832.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -205879.687500 Penalty: 3979.844482
	Iteration 8Q: 3 clusters Score -205879.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -205923.250000 Penalty: 3979.844482
	Iteration 9Q: 3 clusters Score -205923.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -205964.312500 Penalty: 3979.844482
	Iteration 10Q: 3 clusters Score -205964.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -206007.453125 Penalty: 3979.844482
	Iteration 11Q: 3 clusters Score -206007.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -206054.000000 Penalty: 3979.844482
	Iteration 12Q: 3 clusters Score -206054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -206085.171875 Penalty: 3979.844482
	Iteration 13Q: 3 clusters Score -206085.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -206110.875000 Penalty: 3979.844482
	Iteration 14Q: 3 clusters Score -206110.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -206140.703125 Penalty: 3979.844482
	Iteration 15Q: 3 clusters Score -206140.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -206166.296875 Penalty: 3979.844482
	Iteration 16Q: 3 clusters Score -206166.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -206195.593750 Penalty: 3979.844482
	Iteration 17Q: 3 clusters Score -206195.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -206219.921875 Penalty: 3979.844482
	Iteration 18Q: 3 clusters Score -206219.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -206232.593750 Penalty: 3979.844482
	Iteration 19Q: 3 clusters Score -206232.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -206240.093750 Penalty: 3979.844482
	Iteration 20F: 3 clusters Score -206240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -206243.875000 Penalty: 3979.844482
	Iteration 21Q: 3 clusters Score -206243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -206248.343750 Penalty: 3979.844482
	Iteration 22Q: 3 clusters Score -206248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -206250.453125 Penalty: 3979.844482
	Iteration 23Q: 3 clusters Score -206250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -206253.234375 Penalty: 3979.844482
	Iteration 24Q: 3 clusters Score -206253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -206255.421875 Penalty: 3979.844482
	Iteration 25Q: 3 clusters Score -206255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -206258.218750 Penalty: 3979.844482
	Iteration 26Q: 3 clusters Score -206258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -206261.078125 Penalty: 3979.844482
	Iteration 27Q: 3 clusters Score -206261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -206262.343750 Penalty: 3979.844482
	Iteration 28Q: 3 clusters Score -206262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -206264.265625 Penalty: 3979.844482
	Iteration 29Q: 3 clusters Score -206264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -206266.953125 Penalty: 3979.844482
	Iteration 30Q: 3 clusters Score -206267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -206267.703125 Penalty: 3979.844482
	Iteration 31Q: 3 clusters Score -206267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -206267.765625 Penalty: 3979.844482
	Iteration 32Q: 3 clusters Score -206267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -206267.765625 Penalty: 3979.844482
	Iteration 33F: 3 clusters Score -206267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Entering Unmasked Estep 
Score: -4689364.000000 Penalty: 2717.573242
	Iteration 0F: 2 clusters Score -4689364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4651006.000000 Penalty: 5435.146484
	Iteration 0F: 3 clusters Score -4651006 nChanged 26498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4665629.500000 Penalty: 5435.146484
	Iteration 1F: 3 clusters Score -4665630 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4666199.500000 Penalty: 5435.146484
	Iteration 2Q: 3 clusters Score -4666200 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4666837.000000 Penalty: 5435.146484
	Iteration 3Q: 3 clusters Score -4666837 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4667539.500000 Penalty: 5435.146484
	Iteration 4Q: 3 clusters Score -4667540 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4668485.000000 Penalty: 5435.146484
	Iteration 5Q: 3 clusters Score -4668485 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -4669571.000000 Penalty: 5435.146484
	Iteration 6Q: 3 clusters Score -4669571 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4670980.000000 Penalty: 5435.146484
	Iteration 7F: 3 clusters Score -4670980 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4672540.000000 Penalty: 5435.146484
	Iteration 8F: 3 clusters Score -4672540 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4674152.000000 Penalty: 5435.146484
	Iteration 9F: 3 clusters Score -4674152 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4675562.500000 Penalty: 5435.146484
	Iteration 10F: 3 clusters Score -4675562 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4676655.500000 Penalty: 5435.146484
	Iteration 11Q: 3 clusters Score -4676656 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4677478.500000 Penalty: 5435.146484
	Iteration 12Q: 3 clusters Score -4677478 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -4678126.000000 Penalty: 5435.146484
	Iteration 13Q: 3 clusters Score -4678126 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -4678718.500000 Penalty: 5435.146484
	Iteration 14Q: 3 clusters Score -4678718 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -4679287.000000 Penalty: 5435.146484
	Iteration 15Q: 3 clusters Score -4679287 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -4679883.000000 Penalty: 5435.146484
	Iteration 16Q: 3 clusters Score -4679883 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -4680546.500000 Penalty: 5435.146484
	Iteration 17Q: 3 clusters Score -4680546 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -4681314.000000 Penalty: 5435.146484
	Iteration 18Q: 3 clusters Score -4681314 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -4682279.500000 Penalty: 5435.146484
	Iteration 19Q: 3 clusters Score -4682280 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4683275.500000 Penalty: 5435.146484
	Iteration 20F: 3 clusters Score -4683276 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -4684321.500000 Penalty: 5435.146484
	Iteration 21Q: 3 clusters Score -4684322 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -4685191.000000 Penalty: 5435.146484
	Iteration 22Q: 3 clusters Score -4685191 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -4685875.500000 Penalty: 5435.146484
	Iteration 23Q: 3 clusters Score -4685876 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -4686302.500000 Penalty: 5435.146484
	Iteration 24Q: 3 clusters Score -4686302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -4686596.000000 Penalty: 5435.146484
	Iteration 25Q: 3 clusters Score -4686596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -4686715.500000 Penalty: 5435.146484
	Iteration 26Q: 3 clusters Score -4686716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -4686816.000000 Penalty: 5435.146484
	Iteration 27Q: 3 clusters Score -4686816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -4686872.500000 Penalty: 5435.146484
	Iteration 28Q: 3 clusters Score -4686872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -4686886.500000 Penalty: 5435.146484
	Iteration 29Q: 3 clusters Score -4686886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -4686919.500000 Penalty: 5435.146484
	Iteration 30Q: 3 clusters Score -4686920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -4686944.000000 Penalty: 5435.146484
	Iteration 31Q: 3 clusters Score -4686944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4686969.500000 Penalty: 5435.146484
	Iteration 32Q: 3 clusters Score -4686970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -4686984.500000 Penalty: 5435.146484
	Iteration 33Q: 3 clusters Score -4686984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -4686999.000000 Penalty: 5435.146484
	Iteration 34Q: 3 clusters Score -4686999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -4687006.500000 Penalty: 5435.146484
	Iteration 35Q: 3 clusters Score -4687006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -4687016.500000 Penalty: 5435.146484
	Iteration 36Q: 3 clusters Score -4687016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -4687027.500000 Penalty: 5435.146484
	Iteration 37Q: 3 clusters Score -4687028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -4687035.000000 Penalty: 5435.146484
	Iteration 38Q: 3 clusters Score -4687035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -4687041.000000 Penalty: 5435.146484
	Iteration 39Q: 3 clusters Score -4687041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -4687042.500000 Penalty: 5435.146484
	Iteration 40F: 3 clusters Score -4687042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -4687046.500000 Penalty: 5435.146484
	Iteration 41Q: 3 clusters Score -4687046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -4687053.500000 Penalty: 5435.146484
	Iteration 42Q: 3 clusters Score -4687054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -4687057.500000 Penalty: 5435.146484
	Iteration 43Q: 3 clusters Score -4687058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -4687061.500000 Penalty: 5435.146484
	Iteration 44Q: 3 clusters Score -4687062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -4687065.500000 Penalty: 5435.146484
	Iteration 45Q: 3 clusters Score -4687066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -4687062.000000 Penalty: 5435.146484
	Iteration 46Q: 3 clusters Score -4687062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -4687064.500000 Penalty: 5435.146484
	Iteration 47Q: 3 clusters Score -4687064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -4687059.000000 Penalty: 5435.146484
	Iteration 48Q: 3 clusters Score -4687059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -4687059.000000 Penalty: 5435.146484
	Iteration 49F: 3 clusters Score -4687059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Entering Unmasked Estep 
Score: -1729161.250000 Penalty: 2458.151855
	Iteration 0F: 2 clusters Score -1729161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1715029.625000 Penalty: 4916.303711
	Iteration 0F: 3 clusters Score -1715030 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1719720.625000 Penalty: 4916.303711
	Iteration 1F: 3 clusters Score -1719721 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1720103.625000 Penalty: 4916.303711
	Iteration 2F: 3 clusters Score -1720104 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1720406.750000 Penalty: 4916.303711
	Iteration 3Q: 3 clusters Score -1720407 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1720662.750000 Penalty: 4916.303711
	Iteration 4Q: 3 clusters Score -1720663 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1720898.000000 Penalty: 4916.303711
	Iteration 5Q: 3 clusters Score -1720898 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1721081.250000 Penalty: 4916.303711
	Iteration 6Q: 3 clusters Score -1721081 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1721239.875000 Penalty: 4916.303711
	Iteration 7Q: 3 clusters Score -1721240 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1721396.375000 Penalty: 4916.303711
	Iteration 8Q: 3 clusters Score -1721396 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1721541.625000 Penalty: 4916.303711
	Iteration 9Q: 3 clusters Score -1721542 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1721709.750000 Penalty: 4916.303711
	Iteration 10Q: 3 clusters Score -1721710 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1721883.625000 Penalty: 4916.303711
	Iteration 11Q: 3 clusters Score -1721884 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1722083.750000 Penalty: 4916.303711
	Iteration 12Q: 3 clusters Score -1722084 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1722308.125000 Penalty: 4916.303711
	Iteration 13Q: 3 clusters Score -1722308 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1722544.875000 Penalty: 4916.303711
	Iteration 14Q: 3 clusters Score -1722545 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1722795.375000 Penalty: 4916.303711
	Iteration 15Q: 3 clusters Score -1722795 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1723085.875000 Penalty: 4916.303711
	Iteration 16Q: 3 clusters Score -1723086 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1723393.875000 Penalty: 4916.303711
	Iteration 17Q: 3 clusters Score -1723394 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1723723.000000 Penalty: 4916.303711
	Iteration 18Q: 3 clusters Score -1723723 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1724012.500000 Penalty: 4916.303711
	Iteration 19Q: 3 clusters Score -1724012 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1724313.625000 Penalty: 4916.303711
	Iteration 20F: 3 clusters Score -1724314 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1724607.625000 Penalty: 4916.303711
	Iteration 21Q: 3 clusters Score -1724608 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1724891.625000 Penalty: 4916.303711
	Iteration 22Q: 3 clusters Score -1724892 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1725140.375000 Penalty: 4916.303711
	Iteration 23Q: 3 clusters Score -1725140 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1725322.125000 Penalty: 4916.303711
	Iteration 24Q: 3 clusters Score -1725322 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1725451.750000 Penalty: 4916.303711
	Iteration 25Q: 3 clusters Score -1725452 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1725530.625000 Penalty: 4916.303711
	Iteration 26Q: 3 clusters Score -1725531 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1725591.375000 Penalty: 4916.303711
	Iteration 27Q: 3 clusters Score -1725591 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1725634.750000 Penalty: 4916.303711
	Iteration 28Q: 3 clusters Score -1725635 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1725662.125000 Penalty: 4916.303711
	Iteration 29Q: 3 clusters Score -1725662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1725687.250000 Penalty: 4916.303711
	Iteration 30Q: 3 clusters Score -1725687 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1725714.000000 Penalty: 4916.303711
	Iteration 31Q: 3 clusters Score -1725714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1725738.125000 Penalty: 4916.303711
	Iteration 32Q: 3 clusters Score -1725738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1725754.375000 Penalty: 4916.303711
	Iteration 33Q: 3 clusters Score -1725754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1725771.375000 Penalty: 4916.303711
	Iteration 34Q: 3 clusters Score -1725771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1725785.000000 Penalty: 4916.303711
	Iteration 35Q: 3 clusters Score -1725785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1725795.000000 Penalty: 4916.303711
	Iteration 36Q: 3 clusters Score -1725795 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1725806.875000 Penalty: 4916.303711
	Iteration 37Q: 3 clusters Score -1725807 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1725816.125000 Penalty: 4916.303711
	Iteration 38Q: 3 clusters Score -1725816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1725827.500000 Penalty: 4916.303711
	Iteration 39Q: 3 clusters Score -1725828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1725832.500000 Penalty: 4916.303711
	Iteration 40F: 3 clusters Score -1725832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1725843.875000 Penalty: 4916.303711
	Iteration 41Q: 3 clusters Score -1725844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1725857.125000 Penalty: 4916.303711
	Iteration 42Q: 3 clusters Score -1725857 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1725865.750000 Penalty: 4916.303711
	Iteration 43Q: 3 clusters Score -1725866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1725880.125000 Penalty: 4916.303711
	Iteration 44Q: 3 clusters Score -1725880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1725889.500000 Penalty: 4916.303711
	Iteration 45Q: 3 clusters Score -1725890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1725904.500000 Penalty: 4916.303711
	Iteration 46Q: 3 clusters Score -1725904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1725917.750000 Penalty: 4916.303711
	Iteration 47Q: 3 clusters Score -1725918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1725923.750000 Penalty: 4916.303711
	Iteration 48Q: 3 clusters Score -1725924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1725942.625000 Penalty: 4916.303711
	Iteration 49Q: 3 clusters Score -1725943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1725961.375000 Penalty: 4916.303711
	Iteration 50Q: 3 clusters Score -1725961 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1725968.125000 Penalty: 4916.303711
	Iteration 51Q: 3 clusters Score -1725968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1725989.125000 Penalty: 4916.303711
	Iteration 52Q: 3 clusters Score -1725989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1726008.750000 Penalty: 4916.303711
	Iteration 53Q: 3 clusters Score -1726009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1726028.000000 Penalty: 4916.303711
	Iteration 54Q: 3 clusters Score -1726028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1726046.875000 Penalty: 4916.303711
	Iteration 55Q: 3 clusters Score -1726047 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1726066.250000 Penalty: 4916.303711
	Iteration 56Q: 3 clusters Score -1726066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1726084.250000 Penalty: 4916.303711
	Iteration 57Q: 3 clusters Score -1726084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1726109.250000 Penalty: 4916.303711
	Iteration 58Q: 3 clusters Score -1726109 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1726120.875000 Penalty: 4916.303711
	Iteration 59Q: 3 clusters Score -1726121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1726140.500000 Penalty: 4916.303711
	Iteration 60F: 3 clusters Score -1726140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1726175.125000 Penalty: 4916.303711
	Iteration 61Q: 3 clusters Score -1726175 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1726200.625000 Penalty: 4916.303711
	Iteration 62Q: 3 clusters Score -1726201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1726223.500000 Penalty: 4916.303711
	Iteration 63Q: 3 clusters Score -1726224 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1726246.625000 Penalty: 4916.303711
	Iteration 64Q: 3 clusters Score -1726247 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1726283.250000 Penalty: 4916.303711
	Iteration 65Q: 3 clusters Score -1726283 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1726321.750000 Penalty: 4916.303711
	Iteration 66Q: 3 clusters Score -1726322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1726351.375000 Penalty: 4916.303711
	Iteration 67Q: 3 clusters Score -1726351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1726379.000000 Penalty: 4916.303711
	Iteration 68Q: 3 clusters Score -1726379 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1726405.375000 Penalty: 4916.303711
	Iteration 69Q: 3 clusters Score -1726405 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1726428.125000 Penalty: 4916.303711
	Iteration 70Q: 3 clusters Score -1726428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1726458.500000 Penalty: 4916.303711
	Iteration 71Q: 3 clusters Score -1726458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1726500.125000 Penalty: 4916.303711
	Iteration 72Q: 3 clusters Score -1726500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1726522.375000 Penalty: 4916.303711
	Iteration 73Q: 3 clusters Score -1726522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1726549.875000 Penalty: 4916.303711
	Iteration 74Q: 3 clusters Score -1726550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1726585.000000 Penalty: 4916.303711
	Iteration 75Q: 3 clusters Score -1726585 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1726622.000000 Penalty: 4916.303711
	Iteration 76Q: 3 clusters Score -1726622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1726647.750000 Penalty: 4916.303711
	Iteration 77Q: 3 clusters Score -1726648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1726689.375000 Penalty: 4916.303711
	Iteration 78Q: 3 clusters Score -1726689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1726720.250000 Penalty: 4916.303711
	Iteration 79Q: 3 clusters Score -1726720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1726748.500000 Penalty: 4916.303711
	Iteration 80F: 3 clusters Score -1726748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1726777.625000 Penalty: 4916.303711
	Iteration 81Q: 3 clusters Score -1726778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1726802.875000 Penalty: 4916.303711
	Iteration 82Q: 3 clusters Score -1726803 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1726842.750000 Penalty: 4916.303711
	Iteration 83Q: 3 clusters Score -1726843 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1726877.125000 Penalty: 4916.303711
	Iteration 84Q: 3 clusters Score -1726877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1726903.625000 Penalty: 4916.303711
	Iteration 85Q: 3 clusters Score -1726904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1726934.125000 Penalty: 4916.303711
	Iteration 86Q: 3 clusters Score -1726934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1726962.875000 Penalty: 4916.303711
	Iteration 87Q: 3 clusters Score -1726963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1726983.625000 Penalty: 4916.303711
	Iteration 88Q: 3 clusters Score -1726984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1727001.000000 Penalty: 4916.303711
	Iteration 89Q: 3 clusters Score -1727001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1727017.125000 Penalty: 4916.303711
	Iteration 90Q: 3 clusters Score -1727017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1727028.125000 Penalty: 4916.303711
	Iteration 91Q: 3 clusters Score -1727028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1727034.750000 Penalty: 4916.303711
	Iteration 92Q: 3 clusters Score -1727035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1727045.500000 Penalty: 4916.303711
	Iteration 93Q: 3 clusters Score -1727046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1727051.625000 Penalty: 4916.303711
	Iteration 94Q: 3 clusters Score -1727052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1727057.625000 Penalty: 4916.303711
	Iteration 95Q: 3 clusters Score -1727058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1727065.375000 Penalty: 4916.303711
	Iteration 96Q: 3 clusters Score -1727065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1727075.500000 Penalty: 4916.303711
	Iteration 97Q: 3 clusters Score -1727076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1727084.125000 Penalty: 4916.303711
	Iteration 98Q: 3 clusters Score -1727084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1727088.000000 Penalty: 4916.303711
	Iteration 99Q: 3 clusters Score -1727088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1727097.000000 Penalty: 4916.303711
	Iteration 100F: 3 clusters Score -1727097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1727102.000000 Penalty: 4916.303711
	Iteration 101Q: 3 clusters Score -1727102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1727113.375000 Penalty: 4916.303711
	Iteration 102Q: 3 clusters Score -1727113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1727120.500000 Penalty: 4916.303711
	Iteration 103Q: 3 clusters Score -1727120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1727125.875000 Penalty: 4916.303711
	Iteration 104Q: 3 clusters Score -1727126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1727132.750000 Penalty: 4916.303711
	Iteration 105Q: 3 clusters Score -1727133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1727131.875000 Penalty: 4916.303711
	Iteration 106Q: 3 clusters Score -1727132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1727134.375000 Penalty: 4916.303711
	Iteration 107Q: 3 clusters Score -1727134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1727136.000000 Penalty: 4916.303711
	Iteration 108Q: 3 clusters Score -1727136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1727137.875000 Penalty: 4916.303711
	Iteration 109Q: 3 clusters Score -1727138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1727137.750000 Penalty: 4916.303711
	Iteration 110Q: 3 clusters Score -1727138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1727137.500000 Penalty: 4916.303711
	Iteration 111Q: 3 clusters Score -1727138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1727137.125000 Penalty: 4916.303711
	Iteration 112Q: 3 clusters Score -1727137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1727140.375000 Penalty: 4916.303711
	Iteration 113Q: 3 clusters Score -1727140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1727139.875000 Penalty: 4916.303711
	Iteration 114Q: 3 clusters Score -1727140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1727141.500000 Penalty: 4916.303711
	Iteration 115Q: 3 clusters Score -1727142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1727142.875000 Penalty: 4916.303711
	Iteration 116Q: 3 clusters Score -1727143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1727144.125000 Penalty: 4916.303711
	Iteration 117Q: 3 clusters Score -1727144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1727147.625000 Penalty: 4916.303711
	Iteration 118Q: 3 clusters Score -1727148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1727150.250000 Penalty: 4916.303711
	Iteration 119Q: 3 clusters Score -1727150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1727152.000000 Penalty: 4916.303711
	Iteration 120F: 3 clusters Score -1727152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1727156.125000 Penalty: 4916.303711
	Iteration 121Q: 3 clusters Score -1727156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1727157.000000 Penalty: 4916.303711
	Iteration 122Q: 3 clusters Score -1727157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1727161.875000 Penalty: 4916.303711
	Iteration 123Q: 3 clusters Score -1727162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1727163.875000 Penalty: 4916.303711
	Iteration 124Q: 3 clusters Score -1727164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1727165.875000 Penalty: 4916.303711
	Iteration 125Q: 3 clusters Score -1727166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1727167.000000 Penalty: 4916.303711
	Iteration 126Q: 3 clusters Score -1727167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1727169.500000 Penalty: 4916.303711
	Iteration 127Q: 3 clusters Score -1727170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1727168.875000 Penalty: 4916.303711
	Iteration 128Q: 3 clusters Score -1727169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1727171.250000 Penalty: 4916.303711
	Iteration 129Q: 3 clusters Score -1727171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1727169.375000 Penalty: 4916.303711
	Iteration 130Q: 3 clusters Score -1727169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1727173.625000 Penalty: 4916.303711
	Iteration 131Q: 3 clusters Score -1727174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1727173.375000 Penalty: 4916.303711
	Iteration 132Q: 3 clusters Score -1727173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1727173.125000 Penalty: 4916.303711
	Iteration 133Q: 3 clusters Score -1727173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1727172.125000 Penalty: 4916.303711
	Iteration 134Q: 3 clusters Score -1727172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1727176.375000 Penalty: 4916.303711
	Iteration 135Q: 3 clusters Score -1727176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1727176.125000 Penalty: 4916.303711
	Iteration 136Q: 3 clusters Score -1727176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1727176.125000 Penalty: 4916.303711
	Iteration 137F: 3 clusters Score -1727176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Entering Unmasked Estep 
Score: -1426321.125000 Penalty: 2416.633789
	Iteration 0F: 2 clusters Score -1426321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1414203.125000 Penalty: 4833.267578
	Iteration 0F: 3 clusters Score -1414203 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1418341.875000 Penalty: 4833.267578
	Iteration 1F: 3 clusters Score -1418342 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1418825.125000 Penalty: 4833.267578
	Iteration 2F: 3 clusters Score -1418825 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1419204.000000 Penalty: 4833.267578
	Iteration 3F: 3 clusters Score -1419204 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1419544.500000 Penalty: 4833.267578
	Iteration 4Q: 3 clusters Score -1419544 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1419939.875000 Penalty: 4833.267578
	Iteration 5Q: 3 clusters Score -1419940 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1420358.625000 Penalty: 4833.267578
	Iteration 6Q: 3 clusters Score -1420359 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1420817.875000 Penalty: 4833.267578
	Iteration 7Q: 3 clusters Score -1420818 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1421340.875000 Penalty: 4833.267578
	Iteration 8Q: 3 clusters Score -1421341 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1421922.125000 Penalty: 4833.267578
	Iteration 9Q: 3 clusters Score -1421922 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1422517.250000 Penalty: 4833.267578
	Iteration 10Q: 3 clusters Score -1422517 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1423081.750000 Penalty: 4833.267578
	Iteration 11Q: 3 clusters Score -1423082 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1423562.500000 Penalty: 4833.267578
	Iteration 12Q: 3 clusters Score -1423562 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1423906.875000 Penalty: 4833.267578
	Iteration 13Q: 3 clusters Score -1423907 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1424149.625000 Penalty: 4833.267578
	Iteration 14Q: 3 clusters Score -1424150 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1424343.125000 Penalty: 4833.267578
	Iteration 15Q: 3 clusters Score -1424343 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1424485.750000 Penalty: 4833.267578
	Iteration 16Q: 3 clusters Score -1424486 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1424609.250000 Penalty: 4833.267578
	Iteration 17Q: 3 clusters Score -1424609 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1424746.875000 Penalty: 4833.267578
	Iteration 18Q: 3 clusters Score -1424747 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1424854.250000 Penalty: 4833.267578
	Iteration 19Q: 3 clusters Score -1424854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1424945.500000 Penalty: 4833.267578
	Iteration 20F: 3 clusters Score -1424946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1425008.625000 Penalty: 4833.267578
	Iteration 21Q: 3 clusters Score -1425009 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1425047.875000 Penalty: 4833.267578
	Iteration 22Q: 3 clusters Score -1425048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1425089.875000 Penalty: 4833.267578
	Iteration 23Q: 3 clusters Score -1425090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1425109.625000 Penalty: 4833.267578
	Iteration 24Q: 3 clusters Score -1425110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1425129.500000 Penalty: 4833.267578
	Iteration 25Q: 3 clusters Score -1425130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1425151.750000 Penalty: 4833.267578
	Iteration 26Q: 3 clusters Score -1425152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1425165.875000 Penalty: 4833.267578
	Iteration 27Q: 3 clusters Score -1425166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1425178.500000 Penalty: 4833.267578
	Iteration 28Q: 3 clusters Score -1425178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1425188.125000 Penalty: 4833.267578
	Iteration 29Q: 3 clusters Score -1425188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1425193.625000 Penalty: 4833.267578
	Iteration 30Q: 3 clusters Score -1425194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1425200.875000 Penalty: 4833.267578
	Iteration 31Q: 3 clusters Score -1425201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1425201.000000 Penalty: 4833.267578
	Iteration 32Q: 3 clusters Score -1425201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1425208.000000 Penalty: 4833.267578
	Iteration 33Q: 3 clusters Score -1425208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1425208.625000 Penalty: 4833.267578
	Iteration 34Q: 3 clusters Score -1425209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1425210.125000 Penalty: 4833.267578
	Iteration 35Q: 3 clusters Score -1425210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1425213.875000 Penalty: 4833.267578
	Iteration 36Q: 3 clusters Score -1425214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1425213.125000 Penalty: 4833.267578
	Iteration 37Q: 3 clusters Score -1425213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1425214.500000 Penalty: 4833.267578
	Iteration 38Q: 3 clusters Score -1425214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1425213.875000 Penalty: 4833.267578
	Iteration 39Q: 3 clusters Score -1425214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1425216.500000 Penalty: 4833.267578
	Iteration 40F: 3 clusters Score -1425216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1425214.125000 Penalty: 4833.267578
	Iteration 41Q: 3 clusters Score -1425214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1425217.125000 Penalty: 4833.267578
	Iteration 42Q: 3 clusters Score -1425217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1425218.750000 Penalty: 4833.267578
	Iteration 43Q: 3 clusters Score -1425219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1425220.625000 Penalty: 4833.267578
	Iteration 44Q: 3 clusters Score -1425221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1425220.875000 Penalty: 4833.267578
	Iteration 45Q: 3 clusters Score -1425221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1425222.250000 Penalty: 4833.267578
	Iteration 46Q: 3 clusters Score -1425222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1425224.500000 Penalty: 4833.267578
	Iteration 47Q: 3 clusters Score -1425224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1425225.500000 Penalty: 4833.267578
	Iteration 48Q: 3 clusters Score -1425226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1425223.875000 Penalty: 4833.267578
	Iteration 49Q: 3 clusters Score -1425224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1425222.750000 Penalty: 4833.267578
	Iteration 50Q: 3 clusters Score -1425223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1425224.000000 Penalty: 4833.267578
	Iteration 51Q: 3 clusters Score -1425224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1425224.250000 Penalty: 4833.267578
	Iteration 52Q: 3 clusters Score -1425224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1425224.250000 Penalty: 4833.267578
	Iteration 53F: 3 clusters Score -1425224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -261965.265625 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -261965.3 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 1647 members 
Entering Unmasked Estep 
Score: -258514.484375 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -258514.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -259302.093750 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -259302.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259556.843750 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -259556.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -259744.093750 Penalty: 4026.778809
	Iteration 3F: 3 clusters Score -259744.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -259875.203125 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -259875.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -259966.437500 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -259966.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -260034.812500 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -260034.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -260096.062500 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -260096.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -260161.468750 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -260161.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -260204.171875 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -260204.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -260244.937500 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -260244.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -260277.703125 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -260277.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -260297.640625 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -260297.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -260314.875000 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -260314.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -260334.000000 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -260334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -260347.656250 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -260347.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -260357.750000 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -260357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -260368.781250 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -260368.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -260377.187500 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -260377.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260385.781250 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -260385.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -260392.296875 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -260392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -260398.281250 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -260398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -260400.062500 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -260400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -260401.687500 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -260401.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260402.093750 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -260402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260402.281250 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -260402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260402.281250 Penalty: 4026.778809
	Iteration 26F: 3 clusters Score -260402.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Entering Unmasked Estep 
Score: -1889537.750000 Penalty: 2476.148193
	Iteration 0F: 2 clusters Score -1889538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1874335.375000 Penalty: 4952.296387
	Iteration 0F: 3 clusters Score -1874335 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1879667.000000 Penalty: 4952.296387
	Iteration 1F: 3 clusters Score -1879667 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1880130.375000 Penalty: 4952.296387
	Iteration 2F: 3 clusters Score -1880130 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1880614.000000 Penalty: 4952.296387
	Iteration 3Q: 3 clusters Score -1880614 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1881211.375000 Penalty: 4952.296387
	Iteration 4Q: 3 clusters Score -1881211 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1881970.375000 Penalty: 4952.296387
	Iteration 5F: 3 clusters Score -1881970 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1882944.500000 Penalty: 4952.296387
	Iteration 6F: 3 clusters Score -1882944 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1884033.750000 Penalty: 4952.296387
	Iteration 7F: 3 clusters Score -1884034 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1885114.000000 Penalty: 4952.296387
	Iteration 8F: 3 clusters Score -1885114 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1886053.500000 Penalty: 4952.296387
	Iteration 9Q: 3 clusters Score -1886054 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1886689.375000 Penalty: 4952.296387
	Iteration 10Q: 3 clusters Score -1886689 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1887122.500000 Penalty: 4952.296387
	Iteration 11Q: 3 clusters Score -1887122 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1887351.875000 Penalty: 4952.296387
	Iteration 12Q: 3 clusters Score -1887352 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1887476.000000 Penalty: 4952.296387
	Iteration 13Q: 3 clusters Score -1887476 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1887571.875000 Penalty: 4952.296387
	Iteration 14Q: 3 clusters Score -1887572 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1887621.250000 Penalty: 4952.296387
	Iteration 15Q: 3 clusters Score -1887621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1887666.750000 Penalty: 4952.296387
	Iteration 16Q: 3 clusters Score -1887667 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1887690.375000 Penalty: 4952.296387
	Iteration 17Q: 3 clusters Score -1887690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1887709.125000 Penalty: 4952.296387
	Iteration 18Q: 3 clusters Score -1887709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1887725.625000 Penalty: 4952.296387
	Iteration 19Q: 3 clusters Score -1887726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1887727.625000 Penalty: 4952.296387
	Iteration 20F: 3 clusters Score -1887728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1887742.250000 Penalty: 4952.296387
	Iteration 21Q: 3 clusters Score -1887742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1887749.750000 Penalty: 4952.296387
	Iteration 22Q: 3 clusters Score -1887750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1887757.625000 Penalty: 4952.296387
	Iteration 23Q: 3 clusters Score -1887758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1887763.125000 Penalty: 4952.296387
	Iteration 24Q: 3 clusters Score -1887763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1887768.875000 Penalty: 4952.296387
	Iteration 25Q: 3 clusters Score -1887769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1887786.750000 Penalty: 4952.296387
	Iteration 26Q: 3 clusters Score -1887787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1887803.250000 Penalty: 4952.296387
	Iteration 27Q: 3 clusters Score -1887803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1887814.500000 Penalty: 4952.296387
	Iteration 28Q: 3 clusters Score -1887814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1887828.375000 Penalty: 4952.296387
	Iteration 29Q: 3 clusters Score -1887828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1887837.000000 Penalty: 4952.296387
	Iteration 30Q: 3 clusters Score -1887837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1887843.000000 Penalty: 4952.296387
	Iteration 31Q: 3 clusters Score -1887843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1887844.875000 Penalty: 4952.296387
	Iteration 32Q: 3 clusters Score -1887845 nChanged 35
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Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1887852 nChanged 33
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Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1887858 nChanged 23
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Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1887862 nChanged 22
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Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 4410 members 
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	Iteration 36Q: 3 clusters Score -1887862 nChanged 23
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Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 4431 members 
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	Iteration 37Q: 3 clusters Score -1887864 nChanged 20
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Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 4451 members 
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	Iteration 38Q: 3 clusters Score -1887869 nChanged 23
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Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 4472 members 
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	Iteration 39Q: 3 clusters Score -1887868 nChanged 29
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Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 4501 members 
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	Iteration 40F: 3 clusters Score -1887871 nChanged 34
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Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 4533 members 
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	Iteration 41Q: 3 clusters Score -1887883 nChanged 27
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Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 4558 members 
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	Iteration 42Q: 3 clusters Score -1887885 nChanged 19
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Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 4575 members 
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	Iteration 43Q: 3 clusters Score -1887889 nChanged 19
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Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 4594 members 
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Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4617 members 
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	Iteration 45Q: 3 clusters Score -1887890 nChanged 21
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Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 4636 members 
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	Iteration 46Q: 3 clusters Score -1887892 nChanged 22
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Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 4656 members 
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	Iteration 47Q: 3 clusters Score -1887895 nChanged 23
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Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4677 members 
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	Iteration 48Q: 3 clusters Score -1887898 nChanged 22
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Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 4695 members 
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	Iteration 49Q: 3 clusters Score -1887895 nChanged 21
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Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4714 members 
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	Iteration 50Q: 3 clusters Score -1887903 nChanged 13
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Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 4723 members 
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	Iteration 51Q: 3 clusters Score -1887902 nChanged 12
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Mstep: Class 1 contains 16958 members 
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Mstep: Class 1 contains 16945 members 
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	Iteration 53Q: 3 clusters Score -1887906 nChanged 18
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Mstep: Class 1 contains 16927 members 
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	Iteration 54Q: 3 clusters Score -1887907 nChanged 15
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Mstep: Class 1 contains 16914 members 
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Mstep: Class 1 contains 16901 members 
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	Iteration 56Q: 3 clusters Score -1887913 nChanged 14
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Mstep: Class 1 contains 16880 members 
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	Iteration 58Q: 3 clusters Score -1887919 nChanged 30
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	Iteration 59Q: 3 clusters Score -1887920 nChanged 33
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Mstep: Class 1 contains 16829 members 
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	Iteration 60F: 3 clusters Score -1887923 nChanged 26
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Mstep: Class 1 contains 16805 members 
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Mstep: Class 1 contains 16778 members 
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	Iteration 62Q: 3 clusters Score -1887930 nChanged 23
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Mstep: Class 2 contains 4930 members 
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	Iteration 63Q: 3 clusters Score -1887937 nChanged 27
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Mstep: Class 1 contains 16732 members 
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	Iteration 64Q: 3 clusters Score -1887943 nChanged 28
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Mstep: Class 1 contains 16708 members 
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	Iteration 65Q: 3 clusters Score -1887955 nChanged 28
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Mstep: Class 1 contains 16684 members 
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	Iteration 66Q: 3 clusters Score -1887953 nChanged 31
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	Iteration 67Q: 3 clusters Score -1887960 nChanged 44
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	Iteration 69Q: 3 clusters Score -1887967 nChanged 38
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	Iteration 70Q: 3 clusters Score -1887968 nChanged 30
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	Iteration 71Q: 3 clusters Score -1887975 nChanged 29
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	Iteration 72Q: 3 clusters Score -1887976 nChanged 27
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	Iteration 73Q: 3 clusters Score -1887976 nChanged 24
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	Iteration 74Q: 3 clusters Score -1887986 nChanged 21
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	Iteration 75Q: 3 clusters Score -1887987 nChanged 17
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	Iteration 76Q: 3 clusters Score -1887988 nChanged 14
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	Iteration 77Q: 3 clusters Score -1887989 nChanged 11
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	Iteration 78Q: 3 clusters Score -1887991 nChanged 15
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Mstep: Class 1 contains 16369 members 
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	Iteration 79Q: 3 clusters Score -1887991 nChanged 12
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Mstep: Class 1 contains 16357 members 
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	Iteration 80F: 3 clusters Score -1887994 nChanged 12
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Mstep: Class 1 contains 16347 members 
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	Iteration 81Q: 3 clusters Score -1887996 nChanged 11
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	Iteration 82Q: 3 clusters Score -1887996 nChanged 8
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	Iteration 83Q: 3 clusters Score -1888001 nChanged 15
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	Iteration 84Q: 3 clusters Score -1887998 nChanged 8
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	Iteration 85Q: 3 clusters Score -1887998 nChanged 8
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	Iteration 86Q: 3 clusters Score -1887998 nChanged 5
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	Iteration 87Q: 3 clusters Score -1887997 nChanged 4
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	Iteration 88Q: 3 clusters Score -1887999 nChanged 3
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	Iteration 89Q: 3 clusters Score -1888002 nChanged 6
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	Iteration 90Q: 3 clusters Score -1888005 nChanged 6
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	Iteration 91Q: 3 clusters Score -1888006 nChanged 7
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	Iteration 92Q: 3 clusters Score -1888005 nChanged 7
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	Iteration 93Q: 3 clusters Score -1888006 nChanged 10
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	Iteration 94Q: 3 clusters Score -1888003 nChanged 8
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	Iteration 95Q: 3 clusters Score -1888008 nChanged 5
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	Iteration 96Q: 3 clusters Score -1888010 nChanged 8
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	Iteration 97Q: 3 clusters Score -1888011 nChanged 10
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	Iteration 98Q: 3 clusters Score -1888011 nChanged 11
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	Iteration 99Q: 3 clusters Score -1888012 nChanged 14
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	Iteration 100F: 3 clusters Score -1888016 nChanged 18
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	Iteration 101Q: 3 clusters Score -1888013 nChanged 11
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	Iteration 102Q: 3 clusters Score -1888019 nChanged 9
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	Iteration 103Q: 3 clusters Score -1888016 nChanged 7
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	Iteration 104Q: 3 clusters Score -1888018 nChanged 2
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	Iteration 105Q: 3 clusters Score -1888017 nChanged 1
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	Iteration 106Q: 3 clusters Score -1888015 nChanged 3
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	Iteration 107Q: 3 clusters Score -1888015 nChanged 3
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	Iteration 108Q: 3 clusters Score -1888012 nChanged 2
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	Iteration 109Q: 3 clusters Score -1888013 nChanged 3
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	Iteration 110Q: 3 clusters Score -1888016 nChanged 6
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	Iteration 111Q: 3 clusters Score -1888016 nChanged 5
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	Iteration 112Q: 3 clusters Score -1888022 nChanged 7
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	Iteration 113Q: 3 clusters Score -1888021 nChanged 6
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	Iteration 114Q: 3 clusters Score -1888019 nChanged 2
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	Iteration 115Q: 3 clusters Score -1888021 nChanged 1
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	Iteration 116Q: 3 clusters Score -1888020 nChanged 1
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	Iteration 117Q: 3 clusters Score -1888016 nChanged 2
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	Iteration 118Q: 3 clusters Score -1888019 nChanged 2
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	Iteration 119Q: 3 clusters Score -1888016 nChanged 1
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	Iteration 120F: 3 clusters Score -1888016 nChanged 1
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	Iteration 121Q: 3 clusters Score -1888016 nChanged 3
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	Iteration 122Q: 3 clusters Score -1888016 nChanged 1
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	Iteration 123Q: 3 clusters Score -1888015 nChanged 1
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	Iteration 124Q: 3 clusters Score -1888015 nChanged 3
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	Iteration 125Q: 3 clusters Score -1888014 nChanged 1
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Entering Unmasked Estep 
Score: -1888013.375000 Penalty: 4952.296387
	Iteration 126Q: 3 clusters Score -1888013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1888015.000000 Penalty: 4952.296387
	Iteration 127Q: 3 clusters Score -1888015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1888015.500000 Penalty: 4952.296387
	Iteration 128Q: 3 clusters Score -1888016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1888016.375000 Penalty: 4952.296387
	Iteration 129Q: 3 clusters Score -1888016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1888025.125000 Penalty: 4952.296387
	Iteration 130Q: 3 clusters Score -1888025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1888025.250000 Penalty: 4952.296387
	Iteration 131Q: 3 clusters Score -1888025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1888020.250000 Penalty: 4952.296387
	Iteration 132Q: 3 clusters Score -1888020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1888019.625000 Penalty: 4952.296387
	Iteration 133Q: 3 clusters Score -1888020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1888027.000000 Penalty: 4952.296387
	Iteration 134Q: 3 clusters Score -1888027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1888030.625000 Penalty: 4952.296387
	Iteration 135Q: 3 clusters Score -1888031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1888032.000000 Penalty: 4952.296387
	Iteration 136Q: 3 clusters Score -1888032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1888036.750000 Penalty: 4952.296387
	Iteration 137Q: 3 clusters Score -1888037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1888033.875000 Penalty: 4952.296387
	Iteration 138Q: 3 clusters Score -1888034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1888037.375000 Penalty: 4952.296387
	Iteration 139Q: 3 clusters Score -1888037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1888038.250000 Penalty: 4952.296387
	Iteration 140F: 3 clusters Score -1888038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1888041.875000 Penalty: 4952.296387
	Iteration 141Q: 3 clusters Score -1888042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1888041.625000 Penalty: 4952.296387
	Iteration 142Q: 3 clusters Score -1888042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1888043.875000 Penalty: 4952.296387
	Iteration 143Q: 3 clusters Score -1888044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1888046.000000 Penalty: 4952.296387
	Iteration 144Q: 3 clusters Score -1888046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1888045.125000 Penalty: 4952.296387
	Iteration 145Q: 3 clusters Score -1888045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1888044.875000 Penalty: 4952.296387
	Iteration 146Q: 3 clusters Score -1888045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1888042.375000 Penalty: 4952.296387
	Iteration 147Q: 3 clusters Score -1888042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1888044.375000 Penalty: 4952.296387
	Iteration 148Q: 3 clusters Score -1888044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1888044.375000 Penalty: 4952.296387
	Iteration 149F: 3 clusters Score -1888044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -229773.750000 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -229773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -226611.109375 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -226611.1 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -227323.953125 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -227324 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -227531.812500 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -227531.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -227654.718750 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -227654.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -227727.656250 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -227727.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -227776.515625 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -227776.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -227819.781250 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -227819.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -227863.109375 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -227863.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -227898.234375 Penalty: 3951.427002
	Iteration 8Q: 3 clusters Score -227898.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -227920.984375 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -227921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -227954.125000 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -227954.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -227978.093750 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -227978.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -228000.843750 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -228000.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -228022.234375 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -228022.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -228046.812500 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -228046.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -228068.187500 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -228068.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228083.312500 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -228083.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -228099.125000 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -228099.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -228113.359375 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -228113.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -228133.578125 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -228133.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228160.375000 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -228160.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -228187.078125 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -228187.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -228204.015625 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -228204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -228223.421875 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -228223.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -228235.046875 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -228235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -228245.031250 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -228245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -228258.765625 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -228258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -228272.406250 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -228272.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -228282.531250 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -228282.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -228298.093750 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -228298.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -228317.843750 Penalty: 3951.427002
	Iteration 30Q: 3 clusters Score -228317.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -228331.750000 Penalty: 3951.427002
	Iteration 31Q: 3 clusters Score -228331.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -228346.234375 Penalty: 3951.427002
	Iteration 32Q: 3 clusters Score -228346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -228356.515625 Penalty: 3951.427002
	Iteration 33Q: 3 clusters Score -228356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -228366.046875 Penalty: 3951.427002
	Iteration 34Q: 3 clusters Score -228366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -228378.531250 Penalty: 3951.427002
	Iteration 35Q: 3 clusters Score -228378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -228392.078125 Penalty: 3951.427002
	Iteration 36Q: 3 clusters Score -228392.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -228402.703125 Penalty: 3951.427002
	Iteration 37Q: 3 clusters Score -228402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -228407.562500 Penalty: 3951.427002
	Iteration 38Q: 3 clusters Score -228407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -228412.765625 Penalty: 3951.427002
	Iteration 39Q: 3 clusters Score -228412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -228416.125000 Penalty: 3951.427002
	Iteration 40F: 3 clusters Score -228416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -228417.890625 Penalty: 3951.427002
	Iteration 41Q: 3 clusters Score -228417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -228419.015625 Penalty: 3951.427002
	Iteration 42Q: 3 clusters Score -228419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -228422.875000 Penalty: 3951.427002
	Iteration 43Q: 3 clusters Score -228422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -228429.625000 Penalty: 3951.427002
	Iteration 44Q: 3 clusters Score -228429.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -228437.593750 Penalty: 3951.427002
	Iteration 45Q: 3 clusters Score -228437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -228441.890625 Penalty: 3951.427002
	Iteration 46Q: 3 clusters Score -228441.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228445.921875 Penalty: 3951.427002
	Iteration 47Q: 3 clusters Score -228445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -228447.437500 Penalty: 3951.427002
	Iteration 48Q: 3 clusters Score -228447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -228449.828125 Penalty: 3951.427002
	Iteration 49Q: 3 clusters Score -228449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228450.875000 Penalty: 3951.427002
	Iteration 50Q: 3 clusters Score -228450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228451.812500 Penalty: 3951.427002
	Iteration 51Q: 3 clusters Score -228451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -228451.812500 Penalty: 3951.427002
	Iteration 52F: 3 clusters Score -228451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -386982.906250 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -386982.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -382596.250000 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -382596.2 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -383753.218750 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -383753.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -384187.281250 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -384187.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -384781.187500 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -384781.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -385383.718750 Penalty: 4212.275391
	Iteration 4F: 3 clusters Score -385383.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -385827.031250 Penalty: 4212.275391
	Iteration 5F: 3 clusters Score -385827 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -386130.281250 Penalty: 4212.275391
	Iteration 6F: 3 clusters Score -386130.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -386310.437500 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -386310.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -386404.656250 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -386404.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -386445.187500 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -386445.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -386475.343750 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -386475.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -386486.968750 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -386487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -386493.937500 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -386493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -386497.531250 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -386497.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -386500.625000 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -386500.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -386503.750000 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -386503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -386505.531250 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -386505.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -386508.156250 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -386508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -386510.250000 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -386510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -386511.250000 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -386511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -386512.312500 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -386512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -386513.343750 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -386513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -386513.968750 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -386514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -386515.000000 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -386515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -386516.000000 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -386516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -386517.093750 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -386517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -386517.656250 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -386517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -386518.687500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -386518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -386519.718750 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -386519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -386519.718750 Penalty: 4212.275391
	Iteration 29F: 3 clusters Score -386519.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -78329.171875 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -78329.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -76222.351562 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -76222.35 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -76658.984375 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -76658.98 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76878.656250 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -76878.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77033.882812 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -77033.88 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77225.984375 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -77225.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77339.617188 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -77339.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -77413.703125 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -77413.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -77457.320312 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -77457.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77488.445312 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -77488.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -77509.437500 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -77509.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -77526.171875 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -77526.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77546.656250 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -77546.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77557.304688 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -77557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -77580.781250 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -77580.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -77591.695312 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -77591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -77599.296875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -77599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77601.179688 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -77601.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -77602.039062 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -77602.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -77603.312500 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -77603.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -77603.312500 Penalty: 3566.575439
	Iteration 19F: 3 clusters Score -77603.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -672080.187500 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -672080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -665395.625000 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -665395.6 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -667284.312500 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -667284.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -667583.687500 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -667583.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -667814.375000 Penalty: 4480.903809
	Iteration 3F: 3 clusters Score -667814.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -668024.750000 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -668024.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -668245.687500 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -668245.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -668484.000000 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -668484 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -668736.562500 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -668736.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -668947.875000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -668947.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -669151.500000 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -669151.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -669323.687500 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -669323.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -669452.562500 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -669452.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -669572.375000 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -669572.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -669692.000000 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -669692 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669805.687500 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -669805.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -669914.562500 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -669914.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -670008.375000 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -670008.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -670092.375000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -670092.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -670163.687500 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -670163.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -670203.750000 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -670203.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -670226.062500 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -670226.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -670240.875000 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -670240.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -670261.250000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -670261.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -670269.687500 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -670269.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -670282.812500 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -670282.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -670292.812500 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -670292.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -670300.687500 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -670300.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -670308.437500 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -670308.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -670315.375000 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -670315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -670323.000000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -670323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -670331.687500 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -670331.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -670335.312500 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -670335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -670337.625000 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -670337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -670339.937500 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -670339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -670340.375000 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -670340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -670341.125000 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -670341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -670341.125000 Penalty: 4480.903809
	Iteration 36F: 3 clusters Score -670341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -60447.097656 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -60447.1 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 405 members 
Entering Unmasked Estep 
Score: -58645.300781 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -58645.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58905.203125 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -58905.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59005.484375 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -59005.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59060.785156 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -59060.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59109.476562 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -59109.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59153.156250 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -59153.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59180.781250 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -59180.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59195.890625 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -59195.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59213.078125 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -59213.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59240.640625 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -59240.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59255.074219 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -59255.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59265.230469 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -59265.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59288.015625 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -59288.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59311.207031 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -59311.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59324.667969 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -59324.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59330.382812 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -59330.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59335.160156 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -59335.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59337.835938 Penalty: 3313.704102
	Iteration 17Q: 3 clusters Score -59337.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59339.769531 Penalty: 3313.704102
	Iteration 18Q: 3 clusters Score -59339.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59347.386719 Penalty: 3313.704102
	Iteration 19Q: 3 clusters Score -59347.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59359.332031 Penalty: 3313.704102
	Iteration 20F: 3 clusters Score -59359.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59375.101562 Penalty: 3313.704102
	Iteration 21Q: 3 clusters Score -59375.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59385.488281 Penalty: 3313.704102
	Iteration 22Q: 3 clusters Score -59385.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59390.914062 Penalty: 3313.704102
	Iteration 23Q: 3 clusters Score -59390.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -59394.335938 Penalty: 3313.704102
	Iteration 24Q: 3 clusters Score -59394.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59398.695312 Penalty: 3313.704102
	Iteration 25Q: 3 clusters Score -59398.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59398.695312 Penalty: 3313.704102
	Iteration 26F: 3 clusters Score -59398.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Entering Unmasked Estep 
Score: -702580.250000 Penalty: 2245.488281
	Iteration 0F: 2 clusters Score -702580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -695771.937500 Penalty: 4490.976562
	Iteration 0F: 3 clusters Score -695771.9 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -697667.625000 Penalty: 4490.976562
	Iteration 1F: 3 clusters Score -697667.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -697980.312500 Penalty: 4490.976562
	Iteration 2F: 3 clusters Score -697980.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -698184.812500 Penalty: 4490.976562
	Iteration 3F: 3 clusters Score -698184.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -698333.687500 Penalty: 4490.976562
	Iteration 4Q: 3 clusters Score -698333.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -698440.875000 Penalty: 4490.976562
	Iteration 5Q: 3 clusters Score -698440.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -698538.562500 Penalty: 4490.976562
	Iteration 6Q: 3 clusters Score -698538.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -698615.937500 Penalty: 4490.976562
	Iteration 7Q: 3 clusters Score -698615.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -698674.687500 Penalty: 4490.976562
	Iteration 8Q: 3 clusters Score -698674.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -698748.000000 Penalty: 4490.976562
	Iteration 9Q: 3 clusters Score -698748 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -698823.875000 Penalty: 4490.976562
	Iteration 10Q: 3 clusters Score -698823.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -698904.875000 Penalty: 4490.976562
	Iteration 11Q: 3 clusters Score -698904.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -698998.687500 Penalty: 4490.976562
	Iteration 12Q: 3 clusters Score -698998.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -699108.562500 Penalty: 4490.976562
	Iteration 13Q: 3 clusters Score -699108.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -699222.062500 Penalty: 4490.976562
	Iteration 14Q: 3 clusters Score -699222.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -699319.875000 Penalty: 4490.976562
	Iteration 15Q: 3 clusters Score -699319.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -699423.375000 Penalty: 4490.976562
	Iteration 16Q: 3 clusters Score -699423.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -699540.500000 Penalty: 4490.976562
	Iteration 17Q: 3 clusters Score -699540.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -699666.000000 Penalty: 4490.976562
	Iteration 18Q: 3 clusters Score -699666 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -699773.437500 Penalty: 4490.976562
	Iteration 19Q: 3 clusters Score -699773.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -699862.812500 Penalty: 4490.976562
	Iteration 20F: 3 clusters Score -699862.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -699946.312500 Penalty: 4490.976562
	Iteration 21Q: 3 clusters Score -699946.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -700019.250000 Penalty: 4490.976562
	Iteration 22Q: 3 clusters Score -700019.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -700090.750000 Penalty: 4490.976562
	Iteration 23Q: 3 clusters Score -700090.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -700155.312500 Penalty: 4490.976562
	Iteration 24Q: 3 clusters Score -700155.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -700220.750000 Penalty: 4490.976562
	Iteration 25Q: 3 clusters Score -700220.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -700293.250000 Penalty: 4490.976562
	Iteration 26Q: 3 clusters Score -700293.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -700377.812500 Penalty: 4490.976562
	Iteration 27Q: 3 clusters Score -700377.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -700465.375000 Penalty: 4490.976562
	Iteration 28Q: 3 clusters Score -700465.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -700552.562500 Penalty: 4490.976562
	Iteration 29Q: 3 clusters Score -700552.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -700647.500000 Penalty: 4490.976562
	Iteration 30Q: 3 clusters Score -700647.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -700746.000000 Penalty: 4490.976562
	Iteration 31Q: 3 clusters Score -700746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -700831.500000 Penalty: 4490.976562
	Iteration 32Q: 3 clusters Score -700831.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -700898.562500 Penalty: 4490.976562
	Iteration 33Q: 3 clusters Score -700898.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -700957.125000 Penalty: 4490.976562
	Iteration 34Q: 3 clusters Score -700957.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -700993.750000 Penalty: 4490.976562
	Iteration 35Q: 3 clusters Score -700993.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -701046.125000 Penalty: 4490.976562
	Iteration 36Q: 3 clusters Score -701046.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -701089.062500 Penalty: 4490.976562
	Iteration 37Q: 3 clusters Score -701089.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -701124.312500 Penalty: 4490.976562
	Iteration 38Q: 3 clusters Score -701124.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -701152.437500 Penalty: 4490.976562
	Iteration 39Q: 3 clusters Score -701152.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -701180.125000 Penalty: 4490.976562
	Iteration 40F: 3 clusters Score -701180.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -701200.125000 Penalty: 4490.976562
	Iteration 41Q: 3 clusters Score -701200.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -701221.875000 Penalty: 4490.976562
	Iteration 42Q: 3 clusters Score -701221.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -701234.687500 Penalty: 4490.976562
	Iteration 43Q: 3 clusters Score -701234.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -701248.437500 Penalty: 4490.976562
	Iteration 44Q: 3 clusters Score -701248.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -701259.187500 Penalty: 4490.976562
	Iteration 45Q: 3 clusters Score -701259.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -701268.625000 Penalty: 4490.976562
	Iteration 46Q: 3 clusters Score -701268.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -701277.812500 Penalty: 4490.976562
	Iteration 47Q: 3 clusters Score -701277.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -701280.125000 Penalty: 4490.976562
	Iteration 48Q: 3 clusters Score -701280.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -701284.500000 Penalty: 4490.976562
	Iteration 49Q: 3 clusters Score -701284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -701289.125000 Penalty: 4490.976562
	Iteration 50Q: 3 clusters Score -701289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -701291.625000 Penalty: 4490.976562
	Iteration 51Q: 3 clusters Score -701291.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -701294.375000 Penalty: 4490.976562
	Iteration 52Q: 3 clusters Score -701294.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -701297.125000 Penalty: 4490.976562
	Iteration 53Q: 3 clusters Score -701297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -701300.125000 Penalty: 4490.976562
	Iteration 54Q: 3 clusters Score -701300.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -701299.875000 Penalty: 4490.976562
	Iteration 55Q: 3 clusters Score -701299.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -701302.187500 Penalty: 4490.976562
	Iteration 56Q: 3 clusters Score -701302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -701302.625000 Penalty: 4490.976562
	Iteration 57Q: 3 clusters Score -701302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -701305.937500 Penalty: 4490.976562
	Iteration 58Q: 3 clusters Score -701305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -701307.375000 Penalty: 4490.976562
	Iteration 59Q: 3 clusters Score -701307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -701308.187500 Penalty: 4490.976562
	Iteration 60F: 3 clusters Score -701308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -701309.125000 Penalty: 4490.976562
	Iteration 61Q: 3 clusters Score -701309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -701310.250000 Penalty: 4490.976562
	Iteration 62Q: 3 clusters Score -701310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -701313.687500 Penalty: 4490.976562
	Iteration 63Q: 3 clusters Score -701313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -701313.562500 Penalty: 4490.976562
	Iteration 64Q: 3 clusters Score -701313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -701315.500000 Penalty: 4490.976562
	Iteration 65Q: 3 clusters Score -701315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -701315.312500 Penalty: 4490.976562
	Iteration 66Q: 3 clusters Score -701315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -701317.250000 Penalty: 4490.976562
	Iteration 67Q: 3 clusters Score -701317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -701318.937500 Penalty: 4490.976562
	Iteration 68Q: 3 clusters Score -701318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -701320.062500 Penalty: 4490.976562
	Iteration 69Q: 3 clusters Score -701320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -701321.375000 Penalty: 4490.976562
	Iteration 70Q: 3 clusters Score -701321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -701323.125000 Penalty: 4490.976562
	Iteration 71Q: 3 clusters Score -701323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -701321.937500 Penalty: 4490.976562
	Iteration 72Q: 3 clusters Score -701321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -701321.937500 Penalty: 4490.976562
	Iteration 73F: 3 clusters Score -701321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -593271.312500 Penalty: 2201.521484
	Iteration 0F: 2 clusters Score -593271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -587431.875000 Penalty: 4403.042969
	Iteration 0F: 3 clusters Score -587431.9 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -589057.687500 Penalty: 4403.042969
	Iteration 1F: 3 clusters Score -589057.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -589436.875000 Penalty: 4403.042969
	Iteration 2F: 3 clusters Score -589436.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -589754.062500 Penalty: 4403.042969
	Iteration 3F: 3 clusters Score -589754.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -590014.562500 Penalty: 4403.042969
	Iteration 4F: 3 clusters Score -590014.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -590234.562500 Penalty: 4403.042969
	Iteration 5Q: 3 clusters Score -590234.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -590422.250000 Penalty: 4403.042969
	Iteration 6Q: 3 clusters Score -590422.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -590571.500000 Penalty: 4403.042969
	Iteration 7Q: 3 clusters Score -590571.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -590697.062500 Penalty: 4403.042969
	Iteration 8Q: 3 clusters Score -590697.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -590810.000000 Penalty: 4403.042969
	Iteration 9Q: 3 clusters Score -590810 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -590906.125000 Penalty: 4403.042969
	Iteration 10Q: 3 clusters Score -590906.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -590966.750000 Penalty: 4403.042969
	Iteration 11Q: 3 clusters Score -590966.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -591002.562500 Penalty: 4403.042969
	Iteration 12Q: 3 clusters Score -591002.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -591035.187500 Penalty: 4403.042969
	Iteration 13Q: 3 clusters Score -591035.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -591052.500000 Penalty: 4403.042969
	Iteration 14Q: 3 clusters Score -591052.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -591066.187500 Penalty: 4403.042969
	Iteration 15Q: 3 clusters Score -591066.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -591077.875000 Penalty: 4403.042969
	Iteration 16Q: 3 clusters Score -591077.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -591091.625000 Penalty: 4403.042969
	Iteration 17Q: 3 clusters Score -591091.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -591106.500000 Penalty: 4403.042969
	Iteration 18Q: 3 clusters Score -591106.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -591117.812500 Penalty: 4403.042969
	Iteration 19Q: 3 clusters Score -591117.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -591125.625000 Penalty: 4403.042969
	Iteration 20F: 3 clusters Score -591125.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -591132.625000 Penalty: 4403.042969
	Iteration 21Q: 3 clusters Score -591132.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -591139.437500 Penalty: 4403.042969
	Iteration 22Q: 3 clusters Score -591139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -591149.250000 Penalty: 4403.042969
	Iteration 23Q: 3 clusters Score -591149.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -591160.062500 Penalty: 4403.042969
	Iteration 24Q: 3 clusters Score -591160.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -591163.875000 Penalty: 4403.042969
	Iteration 25Q: 3 clusters Score -591163.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -591168.812500 Penalty: 4403.042969
	Iteration 26Q: 3 clusters Score -591168.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -591174.562500 Penalty: 4403.042969
	Iteration 27Q: 3 clusters Score -591174.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -591181.625000 Penalty: 4403.042969
	Iteration 28Q: 3 clusters Score -591181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -591188.250000 Penalty: 4403.042969
	Iteration 29Q: 3 clusters Score -591188.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -591192.562500 Penalty: 4403.042969
	Iteration 30Q: 3 clusters Score -591192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -591196.250000 Penalty: 4403.042969
	Iteration 31Q: 3 clusters Score -591196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -591202.750000 Penalty: 4403.042969
	Iteration 32Q: 3 clusters Score -591202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -591204.562500 Penalty: 4403.042969
	Iteration 33Q: 3 clusters Score -591204.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -591210.500000 Penalty: 4403.042969
	Iteration 34Q: 3 clusters Score -591210.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -591212.625000 Penalty: 4403.042969
	Iteration 35Q: 3 clusters Score -591212.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -591218.250000 Penalty: 4403.042969
	Iteration 36Q: 3 clusters Score -591218.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -591223.750000 Penalty: 4403.042969
	Iteration 37Q: 3 clusters Score -591223.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -591231.875000 Penalty: 4403.042969
	Iteration 38Q: 3 clusters Score -591231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -591234.250000 Penalty: 4403.042969
	Iteration 39Q: 3 clusters Score -591234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -591238.312500 Penalty: 4403.042969
	Iteration 40F: 3 clusters Score -591238.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -591242.750000 Penalty: 4403.042969
	Iteration 41Q: 3 clusters Score -591242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -591246.500000 Penalty: 4403.042969
	Iteration 42Q: 3 clusters Score -591246.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -591249.000000 Penalty: 4403.042969
	Iteration 43Q: 3 clusters Score -591249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -591252.312500 Penalty: 4403.042969
	Iteration 44Q: 3 clusters Score -591252.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -591257.062500 Penalty: 4403.042969
	Iteration 45Q: 3 clusters Score -591257.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -591264.375000 Penalty: 4403.042969
	Iteration 46Q: 3 clusters Score -591264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -591268.437500 Penalty: 4403.042969
	Iteration 47Q: 3 clusters Score -591268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -591273.062500 Penalty: 4403.042969
	Iteration 48Q: 3 clusters Score -591273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -591276.375000 Penalty: 4403.042969
	Iteration 49Q: 3 clusters Score -591276.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -591280.812500 Penalty: 4403.042969
	Iteration 50Q: 3 clusters Score -591280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -591283.750000 Penalty: 4403.042969
	Iteration 51Q: 3 clusters Score -591283.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -591286.125000 Penalty: 4403.042969
	Iteration 52Q: 3 clusters Score -591286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -591288.125000 Penalty: 4403.042969
	Iteration 53Q: 3 clusters Score -591288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -591290.750000 Penalty: 4403.042969
	Iteration 54Q: 3 clusters Score -591290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -591291.062500 Penalty: 4403.042969
	Iteration 55Q: 3 clusters Score -591291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -591292.250000 Penalty: 4403.042969
	Iteration 56Q: 3 clusters Score -591292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -591293.937500 Penalty: 4403.042969
	Iteration 57Q: 3 clusters Score -591293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -591294.687500 Penalty: 4403.042969
	Iteration 58Q: 3 clusters Score -591294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -591294.437500 Penalty: 4403.042969
	Iteration 59Q: 3 clusters Score -591294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -591295.437500 Penalty: 4403.042969
	Iteration 60F: 3 clusters Score -591295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -591296.250000 Penalty: 4403.042969
	Iteration 61Q: 3 clusters Score -591296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -591295.937500 Penalty: 4403.042969
	Iteration 62Q: 3 clusters Score -591295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -591294.937500 Penalty: 4403.042969
	Iteration 63Q: 3 clusters Score -591294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -591296.812500 Penalty: 4403.042969
	Iteration 64Q: 3 clusters Score -591296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -591296.500000 Penalty: 4403.042969
	Iteration 65Q: 3 clusters Score -591296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -591297.687500 Penalty: 4403.042969
	Iteration 66Q: 3 clusters Score -591297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -591298.125000 Penalty: 4403.042969
	Iteration 67Q: 3 clusters Score -591298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -591298.625000 Penalty: 4403.042969
	Iteration 68Q: 3 clusters Score -591298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -591299.250000 Penalty: 4403.042969
	Iteration 69Q: 3 clusters Score -591299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -591300.187500 Penalty: 4403.042969
	Iteration 70Q: 3 clusters Score -591300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -591299.812500 Penalty: 4403.042969
	Iteration 71Q: 3 clusters Score -591299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -591303.500000 Penalty: 4403.042969
	Iteration 72Q: 3 clusters Score -591303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -591304.062500 Penalty: 4403.042969
	Iteration 73Q: 3 clusters Score -591304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -591305.562500 Penalty: 4403.042969
	Iteration 74Q: 3 clusters Score -591305.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -591307.000000 Penalty: 4403.042969
	Iteration 75Q: 3 clusters Score -591307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -591306.750000 Penalty: 4403.042969
	Iteration 76Q: 3 clusters Score -591306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -591309.562500 Penalty: 4403.042969
	Iteration 77Q: 3 clusters Score -591309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -591309.812500 Penalty: 4403.042969
	Iteration 78Q: 3 clusters Score -591309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -591310.687500 Penalty: 4403.042969
	Iteration 79Q: 3 clusters Score -591310.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -591313.812500 Penalty: 4403.042969
	Iteration 80F: 3 clusters Score -591313.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -591316.812500 Penalty: 4403.042969
	Iteration 81Q: 3 clusters Score -591316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -591320.000000 Penalty: 4403.042969
	Iteration 82Q: 3 clusters Score -591320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -591324.250000 Penalty: 4403.042969
	Iteration 83Q: 3 clusters Score -591324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -591325.125000 Penalty: 4403.042969
	Iteration 84Q: 3 clusters Score -591325.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -591327.750000 Penalty: 4403.042969
	Iteration 85Q: 3 clusters Score -591327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591331.312500 Penalty: 4403.042969
	Iteration 86Q: 3 clusters Score -591331.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -591335.062500 Penalty: 4403.042969
	Iteration 87Q: 3 clusters Score -591335.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -591338.750000 Penalty: 4403.042969
	Iteration 88Q: 3 clusters Score -591338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -591340.437500 Penalty: 4403.042969
	Iteration 89Q: 3 clusters Score -591340.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -591342.937500 Penalty: 4403.042969
	Iteration 90Q: 3 clusters Score -591342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -591344.000000 Penalty: 4403.042969
	Iteration 91Q: 3 clusters Score -591344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -591344.812500 Penalty: 4403.042969
	Iteration 92Q: 3 clusters Score -591344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -591347.875000 Penalty: 4403.042969
	Iteration 93Q: 3 clusters Score -591347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -591349.187500 Penalty: 4403.042969
	Iteration 94Q: 3 clusters Score -591349.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -591352.687500 Penalty: 4403.042969
	Iteration 95Q: 3 clusters Score -591352.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591354.812500 Penalty: 4403.042969
	Iteration 96Q: 3 clusters Score -591354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -591357.687500 Penalty: 4403.042969
	Iteration 97Q: 3 clusters Score -591357.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -591360.500000 Penalty: 4403.042969
	Iteration 98Q: 3 clusters Score -591360.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -591364.937500 Penalty: 4403.042969
	Iteration 99Q: 3 clusters Score -591364.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -591369.125000 Penalty: 4403.042969
	Iteration 100F: 3 clusters Score -591369.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -591377.062500 Penalty: 4403.042969
	Iteration 101Q: 3 clusters Score -591377.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -591384.500000 Penalty: 4403.042969
	Iteration 102Q: 3 clusters Score -591384.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -591392.687500 Penalty: 4403.042969
	Iteration 103Q: 3 clusters Score -591392.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -591400.750000 Penalty: 4403.042969
	Iteration 104Q: 3 clusters Score -591400.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -591410.562500 Penalty: 4403.042969
	Iteration 105Q: 3 clusters Score -591410.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -591419.187500 Penalty: 4403.042969
	Iteration 106Q: 3 clusters Score -591419.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -591428.625000 Penalty: 4403.042969
	Iteration 107Q: 3 clusters Score -591428.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -591439.187500 Penalty: 4403.042969
	Iteration 108Q: 3 clusters Score -591439.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -591449.812500 Penalty: 4403.042969
	Iteration 109Q: 3 clusters Score -591449.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -591462.125000 Penalty: 4403.042969
	Iteration 110Q: 3 clusters Score -591462.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -591472.375000 Penalty: 4403.042969
	Iteration 111Q: 3 clusters Score -591472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -591479.937500 Penalty: 4403.042969
	Iteration 112Q: 3 clusters Score -591479.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -591488.062500 Penalty: 4403.042969
	Iteration 113Q: 3 clusters Score -591488.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -591497.875000 Penalty: 4403.042969
	Iteration 114Q: 3 clusters Score -591497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -591505.562500 Penalty: 4403.042969
	Iteration 115Q: 3 clusters Score -591505.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -591515.812500 Penalty: 4403.042969
	Iteration 116Q: 3 clusters Score -591515.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -591522.312500 Penalty: 4403.042969
	Iteration 117Q: 3 clusters Score -591522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -591530.625000 Penalty: 4403.042969
	Iteration 118Q: 3 clusters Score -591530.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -591538.937500 Penalty: 4403.042969
	Iteration 119Q: 3 clusters Score -591538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -591541.875000 Penalty: 4403.042969
	Iteration 120F: 3 clusters Score -591541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -591545.375000 Penalty: 4403.042969
	Iteration 121Q: 3 clusters Score -591545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -591546.187500 Penalty: 4403.042969
	Iteration 122Q: 3 clusters Score -591546.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -591550.937500 Penalty: 4403.042969
	Iteration 123Q: 3 clusters Score -591550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -591552.750000 Penalty: 4403.042969
	Iteration 124Q: 3 clusters Score -591552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -591555.812500 Penalty: 4403.042969
	Iteration 125Q: 3 clusters Score -591555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -591558.625000 Penalty: 4403.042969
	Iteration 126Q: 3 clusters Score -591558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -591560.562500 Penalty: 4403.042969
	Iteration 127Q: 3 clusters Score -591560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -591562.375000 Penalty: 4403.042969
	Iteration 128Q: 3 clusters Score -591562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -591564.875000 Penalty: 4403.042969
	Iteration 129Q: 3 clusters Score -591564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -591568.125000 Penalty: 4403.042969
	Iteration 130Q: 3 clusters Score -591568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -591569.750000 Penalty: 4403.042969
	Iteration 131Q: 3 clusters Score -591569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -591573.625000 Penalty: 4403.042969
	Iteration 132Q: 3 clusters Score -591573.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -591575.750000 Penalty: 4403.042969
	Iteration 133Q: 3 clusters Score -591575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -591575.562500 Penalty: 4403.042969
	Iteration 134Q: 3 clusters Score -591575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -591579.437500 Penalty: 4403.042969
	Iteration 135Q: 3 clusters Score -591579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -591578.625000 Penalty: 4403.042969
	Iteration 136Q: 3 clusters Score -591578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -591580.812500 Penalty: 4403.042969
	Iteration 137Q: 3 clusters Score -591580.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -591582.000000 Penalty: 4403.042969
	Iteration 138Q: 3 clusters Score -591582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -591583.562500 Penalty: 4403.042969
	Iteration 139Q: 3 clusters Score -591583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -591582.937500 Penalty: 4403.042969
	Iteration 140F: 3 clusters Score -591582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -591583.562500 Penalty: 4403.042969
	Iteration 141Q: 3 clusters Score -591583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -591584.125000 Penalty: 4403.042969
	Iteration 142Q: 3 clusters Score -591584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -591585.062500 Penalty: 4403.042969
	Iteration 143Q: 3 clusters Score -591585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -591585.062500 Penalty: 4403.042969
	Iteration 144F: 3 clusters Score -591585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -166571.843750 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -166571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -163914.093750 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -163914.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164441.312500 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -164441.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164587.625000 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -164587.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164675.406250 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -164675.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -164743.203125 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -164743.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -164836.375000 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -164836.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164920.218750 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -164920.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165006.093750 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -165006.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165077.468750 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -165077.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165135.906250 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -165135.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165189.078125 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -165189.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -165230.453125 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -165230.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -165261.390625 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -165261.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -165293.890625 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -165293.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -165336.531250 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -165336.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165369.140625 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -165369.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165382.734375 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -165382.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165391.125000 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -165391.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165399.015625 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -165399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165405.718750 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -165405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165411.734375 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -165411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -165416.640625 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -165416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165419.609375 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -165419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -165421.765625 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -165421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -165423.125000 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -165423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -165423.125000 Penalty: 3793.538330
	Iteration 25F: 3 clusters Score -165423.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -100389.367188 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -100389.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98198.382812 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -98198.38 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98527.554688 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -98527.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -98634.656250 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -98634.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -98708.953125 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -98708.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98762.937500 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -98762.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -98817.664062 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -98817.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98854.414062 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -98854.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98875.890625 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -98875.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -98901.476562 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -98901.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -98918.554688 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -98918.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -98931.250000 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -98931.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98945.093750 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -98945.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98965.171875 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -98965.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98980.906250 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -98980.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98995.039062 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -98995.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -99010.609375 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -99010.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99024.843750 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -99024.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -99042.171875 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -99042.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99068.695312 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -99068.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99078.804688 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -99078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -99082.000000 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -99082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99085.671875 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -99085.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -99089.625000 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -99089.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -99092.601562 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -99092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -99099.109375 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -99099.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99105.609375 Penalty: 3574.363281
	Iteration 25Q: 3 clusters Score -99105.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -99109.835938 Penalty: 3574.363281
	Iteration 26Q: 3 clusters Score -99109.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -99114.156250 Penalty: 3574.363281
	Iteration 27Q: 3 clusters Score -99114.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -99115.195312 Penalty: 3574.363281
	Iteration 28Q: 3 clusters Score -99115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -99119.453125 Penalty: 3574.363281
	Iteration 29Q: 3 clusters Score -99119.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99126.140625 Penalty: 3574.363281
	Iteration 30Q: 3 clusters Score -99126.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -99130.718750 Penalty: 3574.363281
	Iteration 31Q: 3 clusters Score -99130.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99133.859375 Penalty: 3574.363281
	Iteration 32Q: 3 clusters Score -99133.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -99137.648438 Penalty: 3574.363281
	Iteration 33Q: 3 clusters Score -99137.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99139.765625 Penalty: 3574.363281
	Iteration 34Q: 3 clusters Score -99139.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -99142.710938 Penalty: 3574.363281
	Iteration 35Q: 3 clusters Score -99142.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -99144.265625 Penalty: 3574.363281
	Iteration 36Q: 3 clusters Score -99144.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -99146.148438 Penalty: 3574.363281
	Iteration 37Q: 3 clusters Score -99146.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -99156.078125 Penalty: 3574.363281
	Iteration 38Q: 3 clusters Score -99156.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -99167.117188 Penalty: 3574.363281
	Iteration 39Q: 3 clusters Score -99167.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -99175.742188 Penalty: 3574.363281
	Iteration 40F: 3 clusters Score -99175.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -99181.476562 Penalty: 3574.363281
	Iteration 41Q: 3 clusters Score -99181.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99183.375000 Penalty: 3574.363281
	Iteration 42Q: 3 clusters Score -99183.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -99197.367188 Penalty: 3574.363281
	Iteration 43Q: 3 clusters Score -99197.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -99200.289062 Penalty: 3574.363281
	Iteration 44Q: 3 clusters Score -99200.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -99201.289062 Penalty: 3574.363281
	Iteration 45Q: 3 clusters Score -99201.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -99210.179688 Penalty: 3574.363281
	Iteration 46Q: 3 clusters Score -99210.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99218.554688 Penalty: 3574.363281
	Iteration 47Q: 3 clusters Score -99218.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -99237.617188 Penalty: 3574.363281
	Iteration 48Q: 3 clusters Score -99237.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -99262.742188 Penalty: 3574.363281
	Iteration 49Q: 3 clusters Score -99262.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -99287.429688 Penalty: 3574.363281
	Iteration 50Q: 3 clusters Score -99287.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99299.062500 Penalty: 3574.363281
	Iteration 51Q: 3 clusters Score -99299.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99308.171875 Penalty: 3574.363281
	Iteration 52Q: 3 clusters Score -99308.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -99317.195312 Penalty: 3574.363281
	Iteration 53Q: 3 clusters Score -99317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -99326.968750 Penalty: 3574.363281
	Iteration 54Q: 3 clusters Score -99326.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -99345.835938 Penalty: 3574.363281
	Iteration 55Q: 3 clusters Score -99345.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -99367.648438 Penalty: 3574.363281
	Iteration 56Q: 3 clusters Score -99367.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -99379.375000 Penalty: 3574.363281
	Iteration 57Q: 3 clusters Score -99379.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -99401.203125 Penalty: 3574.363281
	Iteration 58Q: 3 clusters Score -99401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -99408.125000 Penalty: 3574.363281
	Iteration 59Q: 3 clusters Score -99408.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -99418.500000 Penalty: 3574.363281
	Iteration 60F: 3 clusters Score -99418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -99424.570312 Penalty: 3574.363281
	Iteration 61Q: 3 clusters Score -99424.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -99426.382812 Penalty: 3574.363281
	Iteration 62Q: 3 clusters Score -99426.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99426.664062 Penalty: 3574.363281
	Iteration 63Q: 3 clusters Score -99426.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -99426.664062 Penalty: 3574.363281
	Iteration 64F: 3 clusters Score -99426.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -761035.625000 Penalty: 2300.781494
	Iteration 0F: 2 clusters Score -761035.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -752952.750000 Penalty: 4601.562988
	Iteration 0F: 3 clusters Score -752952.8 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -755475.500000 Penalty: 4601.562988
	Iteration 1F: 3 clusters Score -755475.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -756128.750000 Penalty: 4601.562988
	Iteration 2F: 3 clusters Score -756128.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -756800.750000 Penalty: 4601.562988
	Iteration 3F: 3 clusters Score -756800.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -757492.125000 Penalty: 4601.562988
	Iteration 4F: 3 clusters Score -757492.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -758154.000000 Penalty: 4601.562988
	Iteration 5F: 3 clusters Score -758154 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -758655.000000 Penalty: 4601.562988
	Iteration 6F: 3 clusters Score -758655 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -758989.250000 Penalty: 4601.562988
	Iteration 7Q: 3 clusters Score -758989.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -759243.500000 Penalty: 4601.562988
	Iteration 8Q: 3 clusters Score -759243.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -759426.812500 Penalty: 4601.562988
	Iteration 9Q: 3 clusters Score -759426.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -759585.250000 Penalty: 4601.562988
	Iteration 10Q: 3 clusters Score -759585.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -759708.250000 Penalty: 4601.562988
	Iteration 11Q: 3 clusters Score -759708.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -759810.687500 Penalty: 4601.562988
	Iteration 12Q: 3 clusters Score -759810.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -759905.937500 Penalty: 4601.562988
	Iteration 13Q: 3 clusters Score -759905.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -759987.562500 Penalty: 4601.562988
	Iteration 14Q: 3 clusters Score -759987.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -760044.562500 Penalty: 4601.562988
	Iteration 15Q: 3 clusters Score -760044.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -760093.750000 Penalty: 4601.562988
	Iteration 16Q: 3 clusters Score -760093.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -760129.875000 Penalty: 4601.562988
	Iteration 17Q: 3 clusters Score -760129.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -760161.687500 Penalty: 4601.562988
	Iteration 18Q: 3 clusters Score -760161.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -760186.437500 Penalty: 4601.562988
	Iteration 19Q: 3 clusters Score -760186.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -760215.437500 Penalty: 4601.562988
	Iteration 20F: 3 clusters Score -760215.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -760246.687500 Penalty: 4601.562988
	Iteration 21Q: 3 clusters Score -760246.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -760273.000000 Penalty: 4601.562988
	Iteration 22Q: 3 clusters Score -760273 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -760299.750000 Penalty: 4601.562988
	Iteration 23Q: 3 clusters Score -760299.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -760314.375000 Penalty: 4601.562988
	Iteration 24Q: 3 clusters Score -760314.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -760333.062500 Penalty: 4601.562988
	Iteration 25Q: 3 clusters Score -760333.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -760350.687500 Penalty: 4601.562988
	Iteration 26Q: 3 clusters Score -760350.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -760367.000000 Penalty: 4601.562988
	Iteration 27Q: 3 clusters Score -760367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -760382.062500 Penalty: 4601.562988
	Iteration 28Q: 3 clusters Score -760382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -760390.562500 Penalty: 4601.562988
	Iteration 29Q: 3 clusters Score -760390.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -760405.687500 Penalty: 4601.562988
	Iteration 30Q: 3 clusters Score -760405.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -760420.500000 Penalty: 4601.562988
	Iteration 31Q: 3 clusters Score -760420.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -760433.562500 Penalty: 4601.562988
	Iteration 32Q: 3 clusters Score -760433.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -760442.625000 Penalty: 4601.562988
	Iteration 33Q: 3 clusters Score -760442.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -760454.187500 Penalty: 4601.562988
	Iteration 34Q: 3 clusters Score -760454.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -760457.437500 Penalty: 4601.562988
	Iteration 35Q: 3 clusters Score -760457.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -760463.062500 Penalty: 4601.562988
	Iteration 36Q: 3 clusters Score -760463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -760468.062500 Penalty: 4601.562988
	Iteration 37Q: 3 clusters Score -760468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -760472.500000 Penalty: 4601.562988
	Iteration 38Q: 3 clusters Score -760472.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -760474.875000 Penalty: 4601.562988
	Iteration 39Q: 3 clusters Score -760474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -760475.437500 Penalty: 4601.562988
	Iteration 40F: 3 clusters Score -760475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -760479.125000 Penalty: 4601.562988
	Iteration 41Q: 3 clusters Score -760479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -760478.562500 Penalty: 4601.562988
	Iteration 42Q: 3 clusters Score -760478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -760478.937500 Penalty: 4601.562988
	Iteration 43Q: 3 clusters Score -760478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -760479.187500 Penalty: 4601.562988
	Iteration 44Q: 3 clusters Score -760479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -760481.312500 Penalty: 4601.562988
	Iteration 45Q: 3 clusters Score -760481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -760480.875000 Penalty: 4601.562988
	Iteration 46Q: 3 clusters Score -760480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -760483.500000 Penalty: 4601.562988
	Iteration 47Q: 3 clusters Score -760483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -760481.562500 Penalty: 4601.562988
	Iteration 48Q: 3 clusters Score -760481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -760483.625000 Penalty: 4601.562988
	Iteration 49Q: 3 clusters Score -760483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -760483.500000 Penalty: 4601.562988
	Iteration 50Q: 3 clusters Score -760483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -760484.812500 Penalty: 4601.562988
	Iteration 51Q: 3 clusters Score -760484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -760487.437500 Penalty: 4601.562988
	Iteration 52Q: 3 clusters Score -760487.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -760488.375000 Penalty: 4601.562988
	Iteration 53Q: 3 clusters Score -760488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -760490.375000 Penalty: 4601.562988
	Iteration 54Q: 3 clusters Score -760490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -760495.562500 Penalty: 4601.562988
	Iteration 55Q: 3 clusters Score -760495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -760500.000000 Penalty: 4601.562988
	Iteration 56Q: 3 clusters Score -760500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -760503.437500 Penalty: 4601.562988
	Iteration 57Q: 3 clusters Score -760503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -760506.812500 Penalty: 4601.562988
	Iteration 58Q: 3 clusters Score -760506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -760511.750000 Penalty: 4601.562988
	Iteration 59Q: 3 clusters Score -760511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -760512.125000 Penalty: 4601.562988
	Iteration 60F: 3 clusters Score -760512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -760514.437500 Penalty: 4601.562988
	Iteration 61Q: 3 clusters Score -760514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -760518.062500 Penalty: 4601.562988
	Iteration 62Q: 3 clusters Score -760518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -760517.812500 Penalty: 4601.562988
	Iteration 63Q: 3 clusters Score -760517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -760518.562500 Penalty: 4601.562988
	Iteration 64Q: 3 clusters Score -760518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -760518.000000 Penalty: 4601.562988
	Iteration 65Q: 3 clusters Score -760518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -760518.000000 Penalty: 4601.562988
	Iteration 66F: 3 clusters Score -760518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -443858.593750 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -443858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -438952.187500 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -438952.2 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -440103.781250 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -440103.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -440320.562500 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -440320.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -440455.093750 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -440455.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -440557.375000 Penalty: 4273.781738
	Iteration 4Q: 3 clusters Score -440557.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -440628.375000 Penalty: 4273.781738
	Iteration 5Q: 3 clusters Score -440628.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -440677.843750 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -440677.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -440724.906250 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -440724.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -440762.406250 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -440762.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -440795.375000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -440795.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -440831.343750 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -440831.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -440862.781250 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -440862.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -440900.750000 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -440900.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -440945.781250 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -440945.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -440990.250000 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -440990.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -441038.250000 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -441038.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -441079.625000 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -441079.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -441114.312500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -441114.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -441147.156250 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -441147.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -441182.156250 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -441182.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -441214.625000 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -441214.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -441259.218750 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -441259.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -441309.875000 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -441309.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -441360.406250 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -441360.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -441412.093750 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -441412.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -441456.500000 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -441456.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -441496.531250 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -441496.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -441528.781250 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -441528.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -441568.968750 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -441569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -441610.875000 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -441610.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -441648.281250 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -441648.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -441681.562500 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -441681.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -441719.031250 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -441719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -441748.187500 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -441748.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -441776.437500 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -441776.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -441805.875000 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -441805.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -441832.093750 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -441832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -441848.187500 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -441848.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -441862.843750 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -441862.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -441886.437500 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -441886.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -441901.218750 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -441901.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -441918.593750 Penalty: 4273.781738
	Iteration 41Q: 3 clusters Score -441918.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -441931.937500 Penalty: 4273.781738
	Iteration 42Q: 3 clusters Score -441931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -441944.468750 Penalty: 4273.781738
	Iteration 43Q: 3 clusters Score -441944.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -441957.312500 Penalty: 4273.781738
	Iteration 44Q: 3 clusters Score -441957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -441965.687500 Penalty: 4273.781738
	Iteration 45Q: 3 clusters Score -441965.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -441975.343750 Penalty: 4273.781738
	Iteration 46Q: 3 clusters Score -441975.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -441985.343750 Penalty: 4273.781738
	Iteration 47Q: 3 clusters Score -441985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -441988.312500 Penalty: 4273.781738
	Iteration 48Q: 3 clusters Score -441988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -441994.000000 Penalty: 4273.781738
	Iteration 49Q: 3 clusters Score -441994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -441997.312500 Penalty: 4273.781738
	Iteration 50Q: 3 clusters Score -441997.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -442001.562500 Penalty: 4273.781738
	Iteration 51Q: 3 clusters Score -442001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -442005.906250 Penalty: 4273.781738
	Iteration 52Q: 3 clusters Score -442005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -442012.531250 Penalty: 4273.781738
	Iteration 53Q: 3 clusters Score -442012.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -442022.312500 Penalty: 4273.781738
	Iteration 54Q: 3 clusters Score -442022.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -442032.843750 Penalty: 4273.781738
	Iteration 55Q: 3 clusters Score -442032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -442035.968750 Penalty: 4273.781738
	Iteration 56Q: 3 clusters Score -442036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -442040.437500 Penalty: 4273.781738
	Iteration 57Q: 3 clusters Score -442040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -442042.781250 Penalty: 4273.781738
	Iteration 58Q: 3 clusters Score -442042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -442046.093750 Penalty: 4273.781738
	Iteration 59Q: 3 clusters Score -442046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -442047.156250 Penalty: 4273.781738
	Iteration 60F: 3 clusters Score -442047.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (11811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Entering Unmasked Estep 
Score: -998395.062500 Penalty: 2325.442871
	Iteration 0F: 2 clusters Score -998395.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -989477.687500 Penalty: 4650.885742
	Iteration 0F: 3 clusters Score -989477.7 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -992114.875000 Penalty: 4650.885742
	Iteration 1F: 3 clusters Score -992114.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -992429.312500 Penalty: 4650.885742
	Iteration 2F: 3 clusters Score -992429.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -992685.437500 Penalty: 4650.885742
	Iteration 3F: 3 clusters Score -992685.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -992880.562500 Penalty: 4650.885742
	Iteration 4Q: 3 clusters Score -992880.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -993060.062500 Penalty: 4650.885742
	Iteration 5Q: 3 clusters Score -993060.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -993217.500000 Penalty: 4650.885742
	Iteration 6Q: 3 clusters Score -993217.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -993388.687500 Penalty: 4650.885742
	Iteration 7Q: 3 clusters Score -993388.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -993592.125000 Penalty: 4650.885742
	Iteration 8Q: 3 clusters Score -993592.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -993900.937500 Penalty: 4650.885742
	Iteration 9Q: 3 clusters Score -993900.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -994276.687500 Penalty: 4650.885742
	Iteration 10Q: 3 clusters Score -994276.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -994697.125000 Penalty: 4650.885742
	Iteration 11Q: 3 clusters Score -994697.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -995103.750000 Penalty: 4650.885742
	Iteration 12Q: 3 clusters Score -995103.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -995431.187500 Penalty: 4650.885742
	Iteration 13Q: 3 clusters Score -995431.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -995704.687500 Penalty: 4650.885742
	Iteration 14Q: 3 clusters Score -995704.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -995940.437500 Penalty: 4650.885742
	Iteration 15Q: 3 clusters Score -995940.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -996119.187500 Penalty: 4650.885742
	Iteration 16Q: 3 clusters Score -996119.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -996248.562500 Penalty: 4650.885742
	Iteration 17Q: 3 clusters Score -996248.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -996333.062500 Penalty: 4650.885742
	Iteration 18Q: 3 clusters Score -996333.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -996384.687500 Penalty: 4650.885742
	Iteration 19Q: 3 clusters Score -996384.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -996416.250000 Penalty: 4650.885742
	Iteration 20F: 3 clusters Score -996416.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -996436.687500 Penalty: 4650.885742
	Iteration 21Q: 3 clusters Score -996436.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -996445.562500 Penalty: 4650.885742
	Iteration 22Q: 3 clusters Score -996445.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -996452.687500 Penalty: 4650.885742
	Iteration 23Q: 3 clusters Score -996452.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -996468.562500 Penalty: 4650.885742
	Iteration 24Q: 3 clusters Score -996468.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -996478.375000 Penalty: 4650.885742
	Iteration 25Q: 3 clusters Score -996478.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -996485.375000 Penalty: 4650.885742
	Iteration 26Q: 3 clusters Score -996485.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -996491.000000 Penalty: 4650.885742
	Iteration 27Q: 3 clusters Score -996491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -996498.500000 Penalty: 4650.885742
	Iteration 28Q: 3 clusters Score -996498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -996504.250000 Penalty: 4650.885742
	Iteration 29Q: 3 clusters Score -996504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -996512.375000 Penalty: 4650.885742
	Iteration 30Q: 3 clusters Score -996512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -996514.187500 Penalty: 4650.885742
	Iteration 31Q: 3 clusters Score -996514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -996515.687500 Penalty: 4650.885742
	Iteration 32Q: 3 clusters Score -996515.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -996518.687500 Penalty: 4650.885742
	Iteration 33Q: 3 clusters Score -996518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -996521.687500 Penalty: 4650.885742
	Iteration 34Q: 3 clusters Score -996521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -996523.125000 Penalty: 4650.885742
	Iteration 35Q: 3 clusters Score -996523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -996525.625000 Penalty: 4650.885742
	Iteration 36Q: 3 clusters Score -996525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -996526.000000 Penalty: 4650.885742
	Iteration 37Q: 3 clusters Score -996526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -996526.312500 Penalty: 4650.885742
	Iteration 38Q: 3 clusters Score -996526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -996527.750000 Penalty: 4650.885742
	Iteration 39Q: 3 clusters Score -996527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -996528.125000 Penalty: 4650.885742
	Iteration 40F: 3 clusters Score -996528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -996528.250000 Penalty: 4650.885742
	Iteration 41Q: 3 clusters Score -996528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -996527.500000 Penalty: 4650.885742
	Iteration 42Q: 3 clusters Score -996527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -996527.187500 Penalty: 4650.885742
	Iteration 43Q: 3 clusters Score -996527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -996527.875000 Penalty: 4650.885742
	Iteration 44Q: 3 clusters Score -996527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -996528.375000 Penalty: 4650.885742
	Iteration 45Q: 3 clusters Score -996528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -996529.625000 Penalty: 4650.885742
	Iteration 46Q: 3 clusters Score -996529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -996529.312500 Penalty: 4650.885742
	Iteration 47Q: 3 clusters Score -996529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -996531.250000 Penalty: 4650.885742
	Iteration 48Q: 3 clusters Score -996531.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -996531.250000 Penalty: 4650.885742
	Iteration 49F: 3 clusters Score -996531.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (17039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Entering Unmasked Estep 
Score: -1406717.125000 Penalty: 2416.328613
	Iteration 0F: 2 clusters Score -1406717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1394558.875000 Penalty: 4832.657227
	Iteration 0F: 3 clusters Score -1394559 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1398633.250000 Penalty: 4832.657227
	Iteration 1F: 3 clusters Score -1398633 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1399243.875000 Penalty: 4832.657227
	Iteration 2F: 3 clusters Score -1399244 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1399870.125000 Penalty: 4832.657227
	Iteration 3F: 3 clusters Score -1399870 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1400575.250000 Penalty: 4832.657227
	Iteration 4F: 3 clusters Score -1400575 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1401319.625000 Penalty: 4832.657227
	Iteration 5F: 3 clusters Score -1401320 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1402084.250000 Penalty: 4832.657227
	Iteration 6F: 3 clusters Score -1402084 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1402777.750000 Penalty: 4832.657227
	Iteration 7F: 3 clusters Score -1402778 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1403327.375000 Penalty: 4832.657227
	Iteration 8Q: 3 clusters Score -1403327 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1403725.125000 Penalty: 4832.657227
	Iteration 9Q: 3 clusters Score -1403725 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1403960.250000 Penalty: 4832.657227
	Iteration 10Q: 3 clusters Score -1403960 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1404103.625000 Penalty: 4832.657227
	Iteration 11Q: 3 clusters Score -1404104 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1404172.750000 Penalty: 4832.657227
	Iteration 12Q: 3 clusters Score -1404173 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1404226.875000 Penalty: 4832.657227
	Iteration 13Q: 3 clusters Score -1404227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1404276.500000 Penalty: 4832.657227
	Iteration 14Q: 3 clusters Score -1404276 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1404313.125000 Penalty: 4832.657227
	Iteration 15Q: 3 clusters Score -1404313 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1404357.000000 Penalty: 4832.657227
	Iteration 16Q: 3 clusters Score -1404357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1404393.375000 Penalty: 4832.657227
	Iteration 17Q: 3 clusters Score -1404393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1404415.125000 Penalty: 4832.657227
	Iteration 18Q: 3 clusters Score -1404415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1404445.750000 Penalty: 4832.657227
	Iteration 19Q: 3 clusters Score -1404446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1404471.000000 Penalty: 4832.657227
	Iteration 20F: 3 clusters Score -1404471 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1404491.375000 Penalty: 4832.657227
	Iteration 21Q: 3 clusters Score -1404491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1404507.875000 Penalty: 4832.657227
	Iteration 22Q: 3 clusters Score -1404508 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1404529.000000 Penalty: 4832.657227
	Iteration 23Q: 3 clusters Score -1404529 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1404552.000000 Penalty: 4832.657227
	Iteration 24Q: 3 clusters Score -1404552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1404574.250000 Penalty: 4832.657227
	Iteration 25Q: 3 clusters Score -1404574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1404597.875000 Penalty: 4832.657227
	Iteration 26Q: 3 clusters Score -1404598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1404610.000000 Penalty: 4832.657227
	Iteration 27Q: 3 clusters Score -1404610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1404627.250000 Penalty: 4832.657227
	Iteration 28Q: 3 clusters Score -1404627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1404636.000000 Penalty: 4832.657227
	Iteration 29Q: 3 clusters Score -1404636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1404652.750000 Penalty: 4832.657227
	Iteration 30Q: 3 clusters Score -1404653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1404667.875000 Penalty: 4832.657227
	Iteration 31Q: 3 clusters Score -1404668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1404684.625000 Penalty: 4832.657227
	Iteration 32Q: 3 clusters Score -1404685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1404696.625000 Penalty: 4832.657227
	Iteration 33Q: 3 clusters Score -1404697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1404720.000000 Penalty: 4832.657227
	Iteration 34Q: 3 clusters Score -1404720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1404729.000000 Penalty: 4832.657227
	Iteration 35Q: 3 clusters Score -1404729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1404743.375000 Penalty: 4832.657227
	Iteration 36Q: 3 clusters Score -1404743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1404759.875000 Penalty: 4832.657227
	Iteration 37Q: 3 clusters Score -1404760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1404770.500000 Penalty: 4832.657227
	Iteration 38Q: 3 clusters Score -1404770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1404783.000000 Penalty: 4832.657227
	Iteration 39Q: 3 clusters Score -1404783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1404796.125000 Penalty: 4832.657227
	Iteration 40F: 3 clusters Score -1404796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1404809.000000 Penalty: 4832.657227
	Iteration 41Q: 3 clusters Score -1404809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1404821.875000 Penalty: 4832.657227
	Iteration 42Q: 3 clusters Score -1404822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1404836.750000 Penalty: 4832.657227
	Iteration 43Q: 3 clusters Score -1404837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1404846.000000 Penalty: 4832.657227
	Iteration 44Q: 3 clusters Score -1404846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1404859.375000 Penalty: 4832.657227
	Iteration 45Q: 3 clusters Score -1404859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1404864.750000 Penalty: 4832.657227
	Iteration 46Q: 3 clusters Score -1404865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1404874.000000 Penalty: 4832.657227
	Iteration 47Q: 3 clusters Score -1404874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1404887.125000 Penalty: 4832.657227
	Iteration 48Q: 3 clusters Score -1404887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1404894.000000 Penalty: 4832.657227
	Iteration 49Q: 3 clusters Score -1404894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1404897.125000 Penalty: 4832.657227
	Iteration 50Q: 3 clusters Score -1404897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1404904.125000 Penalty: 4832.657227
	Iteration 51Q: 3 clusters Score -1404904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1404909.625000 Penalty: 4832.657227
	Iteration 52Q: 3 clusters Score -1404910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1404916.125000 Penalty: 4832.657227
	Iteration 53Q: 3 clusters Score -1404916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1404916.125000 Penalty: 4832.657227
	Iteration 54Q: 3 clusters Score -1404916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1404920.875000 Penalty: 4832.657227
	Iteration 55Q: 3 clusters Score -1404921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1404925.000000 Penalty: 4832.657227
	Iteration 56Q: 3 clusters Score -1404925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1404930.750000 Penalty: 4832.657227
	Iteration 57Q: 3 clusters Score -1404931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1404941.500000 Penalty: 4832.657227
	Iteration 58Q: 3 clusters Score -1404942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1404948.750000 Penalty: 4832.657227
	Iteration 59Q: 3 clusters Score -1404949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1404963.000000 Penalty: 4832.657227
	Iteration 60F: 3 clusters Score -1404963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1404968.625000 Penalty: 4832.657227
	Iteration 61Q: 3 clusters Score -1404969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1404987.375000 Penalty: 4832.657227
	Iteration 62Q: 3 clusters Score -1404987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1404994.750000 Penalty: 4832.657227
	Iteration 63Q: 3 clusters Score -1404995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1405005.875000 Penalty: 4832.657227
	Iteration 64Q: 3 clusters Score -1405006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1405017.000000 Penalty: 4832.657227
	Iteration 65Q: 3 clusters Score -1405017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1405032.625000 Penalty: 4832.657227
	Iteration 66Q: 3 clusters Score -1405033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1405052.625000 Penalty: 4832.657227
	Iteration 67Q: 3 clusters Score -1405053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1405087.750000 Penalty: 4832.657227
	Iteration 68Q: 3 clusters Score -1405088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1405129.375000 Penalty: 4832.657227
	Iteration 69Q: 3 clusters Score -1405129 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1405213.500000 Penalty: 4832.657227
	Iteration 70Q: 3 clusters Score -1405214 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1405362.375000 Penalty: 4832.657227
	Iteration 71Q: 3 clusters Score -1405362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1405530.250000 Penalty: 4832.657227
	Iteration 72Q: 3 clusters Score -1405530 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1405676.875000 Penalty: 4832.657227
	Iteration 73Q: 3 clusters Score -1405677 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1405788.750000 Penalty: 4832.657227
	Iteration 74Q: 3 clusters Score -1405789 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1405884.375000 Penalty: 4832.657227
	Iteration 75Q: 3 clusters Score -1405884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1405959.750000 Penalty: 4832.657227
	Iteration 76Q: 3 clusters Score -1405960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1406023.125000 Penalty: 4832.657227
	Iteration 77Q: 3 clusters Score -1406023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1406090.000000 Penalty: 4832.657227
	Iteration 78Q: 3 clusters Score -1406090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1406147.000000 Penalty: 4832.657227
	Iteration 79Q: 3 clusters Score -1406147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1406252.500000 Penalty: 4832.657227
	Iteration 80F: 3 clusters Score -1406252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1406352.625000 Penalty: 4832.657227
	Iteration 81Q: 3 clusters Score -1406353 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1406460.875000 Penalty: 4832.657227
	Iteration 82Q: 3 clusters Score -1406461 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1406561.375000 Penalty: 4832.657227
	Iteration 83Q: 3 clusters Score -1406561 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1406633.625000 Penalty: 4832.657227
	Iteration 84Q: 3 clusters Score -1406634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1406694.000000 Penalty: 4832.657227
	Iteration 85Q: 3 clusters Score -1406694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1406746.000000 Penalty: 4832.657227
	Iteration 86Q: 3 clusters Score -1406746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1406779.625000 Penalty: 4832.657227
	Iteration 87Q: 3 clusters Score -1406780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1406808.125000 Penalty: 4832.657227
	Iteration 88Q: 3 clusters Score -1406808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1406818.000000 Penalty: 4832.657227
	Iteration 89Q: 3 clusters Score -1406818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1406830.750000 Penalty: 4832.657227
	Iteration 90Q: 3 clusters Score -1406831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1406841.250000 Penalty: 4832.657227
	Iteration 91Q: 3 clusters Score -1406841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1406852.250000 Penalty: 4832.657227
	Iteration 92Q: 3 clusters Score -1406852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1406858.000000 Penalty: 4832.657227
	Iteration 93Q: 3 clusters Score -1406858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1406857.125000 Penalty: 4832.657227
	Iteration 94Q: 3 clusters Score -1406857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1406868.125000 Penalty: 4832.657227
	Iteration 95Q: 3 clusters Score -1406868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1406872.375000 Penalty: 4832.657227
	Iteration 96Q: 3 clusters Score -1406872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1406868.875000 Penalty: 4832.657227
	Iteration 97Q: 3 clusters Score -1406869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1406870.875000 Penalty: 4832.657227
	Iteration 98Q: 3 clusters Score -1406871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1406871.250000 Penalty: 4832.657227
	Iteration 99Q: 3 clusters Score -1406871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1406883.375000 Penalty: 4832.657227
	Iteration 100F: 3 clusters Score -1406883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1406884.250000 Penalty: 4832.657227
	Iteration 101Q: 3 clusters Score -1406884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1406887.625000 Penalty: 4832.657227
	Iteration 102Q: 3 clusters Score -1406888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1406886.250000 Penalty: 4832.657227
	Iteration 103Q: 3 clusters Score -1406886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1406885.750000 Penalty: 4832.657227
	Iteration 104Q: 3 clusters Score -1406886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1406888.500000 Penalty: 4832.657227
	Iteration 105Q: 3 clusters Score -1406888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1406888.750000 Penalty: 4832.657227
	Iteration 106Q: 3 clusters Score -1406889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1406890.250000 Penalty: 4832.657227
	Iteration 107Q: 3 clusters Score -1406890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1406890.250000 Penalty: 4832.657227
	Iteration 108F: 3 clusters Score -1406890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 21869 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9876 members 
Mstep: Class 11 contains 55003 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 21526 members 
Mstep: Class 15 contains 7336 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 24356 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 60780 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 9543 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 828 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 1643 members 
Mstep: Class 26 contains 4921 members 
Mstep: Class 27 contains 16629 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 57409 members 
Mstep: Class 30 contains 20169 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 3356 members 
Mstep: Class 33 contains 21687 members 
Mstep: Class 34 contains 2883 members 
Mstep: Class 35 contains 4878 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 8384 members 
Mstep: Class 38 contains 797 members 
Mstep: Class 39 contains 8556 members 
Mstep: Class 40 contains 7166 members 
Mstep: Class 41 contains 2097 members 
Mstep: Class 42 contains 1348 members 
Mstep: Class 43 contains 10693 members 
Mstep: Class 44 contains 5522 members 
Mstep: Class 45 contains 11811 members 
Mstep: Class 46 contains 13901 members 
Mstep: Class 47 contains 38565 members 
Mstep: Class 48 contains 12816 members 
Mstep: Class 49 contains 993 members 
Mstep: Class 50 contains 2079 members 
Mstep: Class 51 contains 1644 members 
Mstep: Class 52 contains 1161 members 
Mstep: Class 53 contains 3138 members 
Entering Unmasked Estep 
Score: -51172496.000000 Penalty: 176084.062500
Splitting cluster 46 changes total score from -51173412.000000 to -51172496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (38565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Entering Unmasked Estep 
Score: -3211373.000000 Penalty: 2618.905029
	Iteration 0F: 2 clusters Score -3211373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3185188.000000 Penalty: 5237.810059
	Iteration 0F: 3 clusters Score -3185188 nChanged 17681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3194848.750000 Penalty: 5237.810059
	Iteration 1F: 3 clusters Score -3194849 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3195361.750000 Penalty: 5237.810059
	Iteration 2Q: 3 clusters Score -3195362 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3195934.250000 Penalty: 5237.810059
	Iteration 3Q: 3 clusters Score -3195934 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3196608.750000 Penalty: 5237.810059
	Iteration 4Q: 3 clusters Score -3196609 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3197592.750000 Penalty: 5237.810059
	Iteration 5F: 3 clusters Score -3197593 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3198920.000000 Penalty: 5237.810059
	Iteration 6F: 3 clusters Score -3198920 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3200705.000000 Penalty: 5237.810059
	Iteration 7F: 3 clusters Score -3200705 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3202688.250000 Penalty: 5237.810059
	Iteration 8F: 3 clusters Score -3202688 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3204610.250000 Penalty: 5237.810059
	Iteration 9F: 3 clusters Score -3204610 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -3206195.500000 Penalty: 5237.810059
	Iteration 10F: 3 clusters Score -3206196 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -3207404.000000 Penalty: 5237.810059
	Iteration 11Q: 3 clusters Score -3207404 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3208150.500000 Penalty: 5237.810059
	Iteration 12Q: 3 clusters Score -3208150 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -3208541.500000 Penalty: 5237.810059
	Iteration 13Q: 3 clusters Score -3208542 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -3208764.500000 Penalty: 5237.810059
	Iteration 14Q: 3 clusters Score -3208764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -3208873.000000 Penalty: 5237.810059
	Iteration 15Q: 3 clusters Score -3208873 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -3208939.000000 Penalty: 5237.810059
	Iteration 16Q: 3 clusters Score -3208939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -3208993.000000 Penalty: 5237.810059
	Iteration 17Q: 3 clusters Score -3208993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3209031.250000 Penalty: 5237.810059
	Iteration 18Q: 3 clusters Score -3209031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3209046.250000 Penalty: 5237.810059
	Iteration 19Q: 3 clusters Score -3209046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -3209056.250000 Penalty: 5237.810059
	Iteration 20F: 3 clusters Score -3209056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3209079.250000 Penalty: 5237.810059
	Iteration 21Q: 3 clusters Score -3209079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -3209093.000000 Penalty: 5237.810059
	Iteration 22Q: 3 clusters Score -3209093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -3209106.250000 Penalty: 5237.810059
	Iteration 23Q: 3 clusters Score -3209106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3209116.500000 Penalty: 5237.810059
	Iteration 24Q: 3 clusters Score -3209116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3209123.500000 Penalty: 5237.810059
	Iteration 25Q: 3 clusters Score -3209124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -3209139.500000 Penalty: 5237.810059
	Iteration 26Q: 3 clusters Score -3209140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -3209144.000000 Penalty: 5237.810059
	Iteration 27Q: 3 clusters Score -3209144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -3209148.000000 Penalty: 5237.810059
	Iteration 28Q: 3 clusters Score -3209148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3209153.000000 Penalty: 5237.810059
	Iteration 29Q: 3 clusters Score -3209153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -3209158.500000 Penalty: 5237.810059
	Iteration 30Q: 3 clusters Score -3209158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -3209158.500000 Penalty: 5237.810059
	Iteration 31F: 3 clusters Score -3209158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (12816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Entering Unmasked Estep 
Score: -1068412.500000 Penalty: 2345.695557
	Iteration 0F: 2 clusters Score -1068412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1058962.000000 Penalty: 4691.391113
	Iteration 0F: 3 clusters Score -1058962 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1061831.500000 Penalty: 4691.391113
	Iteration 1F: 3 clusters Score -1061832 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1062141.250000 Penalty: 4691.391113
	Iteration 2F: 3 clusters Score -1062141 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1062348.250000 Penalty: 4691.391113
	Iteration 3Q: 3 clusters Score -1062348 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1062490.000000 Penalty: 4691.391113
	Iteration 4Q: 3 clusters Score -1062490 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1062609.250000 Penalty: 4691.391113
	Iteration 5Q: 3 clusters Score -1062609 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1062711.500000 Penalty: 4691.391113
	Iteration 6Q: 3 clusters Score -1062712 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1062793.375000 Penalty: 4691.391113
	Iteration 7Q: 3 clusters Score -1062793 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1062870.375000 Penalty: 4691.391113
	Iteration 8Q: 3 clusters Score -1062870 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1062945.125000 Penalty: 4691.391113
	Iteration 9Q: 3 clusters Score -1062945 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1063013.750000 Penalty: 4691.391113
	Iteration 10Q: 3 clusters Score -1063014 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1063093.375000 Penalty: 4691.391113
	Iteration 11Q: 3 clusters Score -1063093 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1063189.250000 Penalty: 4691.391113
	Iteration 12Q: 3 clusters Score -1063189 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1063305.625000 Penalty: 4691.391113
	Iteration 13Q: 3 clusters Score -1063306 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1063434.250000 Penalty: 4691.391113
	Iteration 14Q: 3 clusters Score -1063434 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1063592.000000 Penalty: 4691.391113
	Iteration 15Q: 3 clusters Score -1063592 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1063764.750000 Penalty: 4691.391113
	Iteration 16Q: 3 clusters Score -1063765 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1063947.500000 Penalty: 4691.391113
	Iteration 17Q: 3 clusters Score -1063948 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1064164.625000 Penalty: 4691.391113
	Iteration 18Q: 3 clusters Score -1064165 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1064409.375000 Penalty: 4691.391113
	Iteration 19Q: 3 clusters Score -1064409 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1064650.250000 Penalty: 4691.391113
	Iteration 20F: 3 clusters Score -1064650 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1064916.250000 Penalty: 4691.391113
	Iteration 21Q: 3 clusters Score -1064916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1065169.750000 Penalty: 4691.391113
	Iteration 22Q: 3 clusters Score -1065170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1065377.000000 Penalty: 4691.391113
	Iteration 23Q: 3 clusters Score -1065377 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1065553.750000 Penalty: 4691.391113
	Iteration 24Q: 3 clusters Score -1065554 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1065728.375000 Penalty: 4691.391113
	Iteration 25Q: 3 clusters Score -1065728 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1065875.125000 Penalty: 4691.391113
	Iteration 26Q: 3 clusters Score -1065875 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1065981.250000 Penalty: 4691.391113
	Iteration 27Q: 3 clusters Score -1065981 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1066072.375000 Penalty: 4691.391113
	Iteration 28Q: 3 clusters Score -1066072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1066132.250000 Penalty: 4691.391113
	Iteration 29Q: 3 clusters Score -1066132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1066168.875000 Penalty: 4691.391113
	Iteration 30Q: 3 clusters Score -1066169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1066200.250000 Penalty: 4691.391113
	Iteration 31Q: 3 clusters Score -1066200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1066230.250000 Penalty: 4691.391113
	Iteration 32Q: 3 clusters Score -1066230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1066241.875000 Penalty: 4691.391113
	Iteration 33Q: 3 clusters Score -1066242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1066258.500000 Penalty: 4691.391113
	Iteration 34Q: 3 clusters Score -1066258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1066269.125000 Penalty: 4691.391113
	Iteration 35Q: 3 clusters Score -1066269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1066276.625000 Penalty: 4691.391113
	Iteration 36Q: 3 clusters Score -1066277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1066280.250000 Penalty: 4691.391113
	Iteration 37Q: 3 clusters Score -1066280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1066288.375000 Penalty: 4691.391113
	Iteration 38Q: 3 clusters Score -1066288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1066298.375000 Penalty: 4691.391113
	Iteration 39Q: 3 clusters Score -1066298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1066306.750000 Penalty: 4691.391113
	Iteration 40F: 3 clusters Score -1066307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1066314.750000 Penalty: 4691.391113
	Iteration 41Q: 3 clusters Score -1066315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1066314.875000 Penalty: 4691.391113
	Iteration 42Q: 3 clusters Score -1066315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1066319.125000 Penalty: 4691.391113
	Iteration 43Q: 3 clusters Score -1066319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1066320.375000 Penalty: 4691.391113
	Iteration 44Q: 3 clusters Score -1066320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1066319.250000 Penalty: 4691.391113
	Iteration 45Q: 3 clusters Score -1066319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1066319.250000 Penalty: 4691.391113
	Iteration 46F: 3 clusters Score -1066319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Entering Unmasked Estep 
Score: -78222.531250 Penalty: 1711.381226
	Iteration 0F: 2 clusters Score -78222.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76259.656250 Penalty: 3422.762451
	Iteration 0F: 3 clusters Score -76259.66 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -76529.250000 Penalty: 3422.762451
	Iteration 1F: 3 clusters Score -76529.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76632.960938 Penalty: 3422.762451
	Iteration 2F: 3 clusters Score -76632.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -76686.484375 Penalty: 3422.762451
	Iteration 3Q: 3 clusters Score -76686.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76729.859375 Penalty: 3422.762451
	Iteration 4Q: 3 clusters Score -76729.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76758.710938 Penalty: 3422.762451
	Iteration 5Q: 3 clusters Score -76758.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76782.187500 Penalty: 3422.762451
	Iteration 6Q: 3 clusters Score -76782.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76793.015625 Penalty: 3422.762451
	Iteration 7Q: 3 clusters Score -76793.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76799.773438 Penalty: 3422.762451
	Iteration 8Q: 3 clusters Score -76799.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76805.984375 Penalty: 3422.762451
	Iteration 9Q: 3 clusters Score -76805.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76809.976562 Penalty: 3422.762451
	Iteration 10Q: 3 clusters Score -76809.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76820.625000 Penalty: 3422.762451
	Iteration 11Q: 3 clusters Score -76820.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76835.765625 Penalty: 3422.762451
	Iteration 12Q: 3 clusters Score -76835.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -76849.867188 Penalty: 3422.762451
	Iteration 13Q: 3 clusters Score -76849.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76859.945312 Penalty: 3422.762451
	Iteration 14Q: 3 clusters Score -76859.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76866.312500 Penalty: 3422.762451
	Iteration 15Q: 3 clusters Score -76866.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76868.203125 Penalty: 3422.762451
	Iteration 16Q: 3 clusters Score -76868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76875.765625 Penalty: 3422.762451
	Iteration 17Q: 3 clusters Score -76875.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76878.320312 Penalty: 3422.762451
	Iteration 18Q: 3 clusters Score -76878.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76882.539062 Penalty: 3422.762451
	Iteration 19Q: 3 clusters Score -76882.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76886.281250 Penalty: 3422.762451
	Iteration 20F: 3 clusters Score -76886.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76893.828125 Penalty: 3422.762451
	Iteration 21Q: 3 clusters Score -76893.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76897.109375 Penalty: 3422.762451
	Iteration 22Q: 3 clusters Score -76897.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76901.898438 Penalty: 3422.762451
	Iteration 23Q: 3 clusters Score -76901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76903.789062 Penalty: 3422.762451
	Iteration 24Q: 3 clusters Score -76903.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76905.304688 Penalty: 3422.762451
	Iteration 25Q: 3 clusters Score -76905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76905.304688 Penalty: 3422.762451
	Iteration 26F: 3 clusters Score -76905.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -164712.281250 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -164712.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -162061.468750 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -162061.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -162673.203125 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -162673.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -162898.953125 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -162899 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -163147.421875 Penalty: 3789.262451
	Iteration 3F: 3 clusters Score -163147.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -163371.546875 Penalty: 3789.262451
	Iteration 4F: 3 clusters Score -163371.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -163528.093750 Penalty: 3789.262451
	Iteration 5F: 3 clusters Score -163528.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -163600.828125 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -163600.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -163639.812500 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -163639.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -163676.500000 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -163676.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -163692.953125 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -163693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -163701.078125 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -163701.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -163705.281250 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -163705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -163707.718750 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -163707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -163708.312500 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -163708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -163708.984375 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -163709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -163708.984375 Penalty: 3789.262451
	Iteration 15F: 3 clusters Score -163709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -131717.250000 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -131717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -129320.296875 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -129320.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -129732.429688 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -129732.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129844.515625 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -129844.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -129904.851562 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -129904.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -129945.078125 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -129945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -129970.453125 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -129970.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -129997.007812 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -129997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130025.460938 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -130025.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130046.710938 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -130046.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130070.671875 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -130070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130093.476562 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -130093.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130108.281250 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -130108.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -130123.710938 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -130123.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -130142.726562 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -130142.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130159.710938 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -130159.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130176.859375 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -130176.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -130194.531250 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -130194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -130203.773438 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -130203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -130213.851562 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -130213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130222.687500 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -130222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -130231.710938 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -130231.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -130238.906250 Penalty: 3672.824219
	Iteration 21Q: 3 clusters Score -130238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -130246.421875 Penalty: 3672.824219
	Iteration 22Q: 3 clusters Score -130246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130251.343750 Penalty: 3672.824219
	Iteration 23Q: 3 clusters Score -130251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -130254.804688 Penalty: 3672.824219
	Iteration 24Q: 3 clusters Score -130254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130257.742188 Penalty: 3672.824219
	Iteration 25Q: 3 clusters Score -130257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -130259.164062 Penalty: 3672.824219
	Iteration 26Q: 3 clusters Score -130259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -130260.390625 Penalty: 3672.824219
	Iteration 27Q: 3 clusters Score -130260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -130260.390625 Penalty: 3672.824219
	Iteration 28F: 3 clusters Score -130260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -91375.257812 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -91375.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -89323.445312 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -89323.45 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -89646.945312 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -89646.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89720.710938 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -89720.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -89763.929688 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -89763.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89784.062500 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -89784.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -89793.617188 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -89793.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -89803.554688 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -89803.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -89810.015625 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -89810.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89814.156250 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -89814.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -89818.718750 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -89818.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -89822.437500 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -89822.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -89823.796875 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -89823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -89824.875000 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -89824.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -89826.335938 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -89826.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -89828.539062 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -89828.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89831.132812 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -89831.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89832.953125 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -89832.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89833.671875 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -89833.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -89833.671875 Penalty: 3500.290283
	Iteration 18F: 3 clusters Score -89833.67 nChanged 0
21->53 Clusters: Score -51173412.000000, best is -51172308.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 657721 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 31406 members 
Mstep: Class 3 contains 31687 members 
Mstep: Class 4 contains 31390 members 
Mstep: Class 5 contains 31339 members 
Mstep: Class 6 contains 31254 members 
Mstep: Class 7 contains 31218 members 
Mstep: Class 8 contains 31204 members 
Mstep: Class 9 contains 31179 members 
Mstep: Class 10 contains 31518 members 
Mstep: Class 11 contains 31201 members 
Mstep: Class 12 contains 31492 members 
Mstep: Class 13 contains 31367 members 
Mstep: Class 14 contains 31206 members 
Mstep: Class 15 contains 31663 members 
Mstep: Class 16 contains 31132 members 
Mstep: Class 17 contains 31488 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 31296 members 
Mstep: Class 20 contains 31180 members 
Mstep: Class 21 contains 31246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1140.370117 but Gain 3322.335938
Score: -45030696.000000 Penalty: 66446.820312
Iteration 0F: 21 clusters Score -4.50307e+07 nChanged 621080
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 72930 members 
Mstep: Class 3 contains 39773 members 
Mstep: Class 4 contains 42657 members 
Mstep: Class 5 contains 31817 members 
Mstep: Class 6 contains 25187 members 
Mstep: Class 7 contains 29054 members 
Mstep: Class 8 contains 19121 members 
Mstep: Class 9 contains 21027 members 
Mstep: Class 10 contains 27145 members 
Mstep: Class 11 contains 33887 members 
Mstep: Class 13 contains 28559 members 
Mstep: Class 14 contains 27400 members 
Mstep: Class 15 contains 59586 members 
Mstep: Class 16 contains 16009 members 
Mstep: Class 17 contains 38483 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 32025 members 
Mstep: Class 20 contains 26903 members 
Mstep: Class 21 contains 27060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47710936.000000 Penalty: 66446.820312
Iteration 1F: 21 clusters Score -4.771094e+07 nChanged 307843
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 44765 members 
Mstep: Class 3 contains 40147 members 
Mstep: Class 4 contains 63197 members 
Mstep: Class 5 contains 27896 members 
Mstep: Class 6 contains 22116 members 
Mstep: Class 7 contains 27930 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 12699 members 
Mstep: Class 10 contains 23158 members 
Mstep: Class 11 contains 32736 members 
Mstep: Class 13 contains 22783 members 
Mstep: Class 14 contains 31766 members 
Mstep: Class 15 contains 106283 members 
Mstep: Class 16 contains 14968 members 
Mstep: Class 17 contains 23686 members 
Mstep: Class 18 contains 30787 members 
Mstep: Class 19 contains 44582 members 
Mstep: Class 20 contains 21079 members 
Mstep: Class 21 contains 19119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49031396.000000 Penalty: 66446.820312
Iteration 2F: 21 clusters Score -4.90314e+07 nChanged 224525
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 24134 members 
Mstep: Class 3 contains 34729 members 
Mstep: Class 4 contains 85371 members 
Mstep: Class 5 contains 21682 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 20877 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 10417 members 
Mstep: Class 10 contains 14188 members 
Mstep: Class 11 contains 26110 members 
Mstep: Class 13 contains 14341 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 134498 members 
Mstep: Class 16 contains 16750 members 
Mstep: Class 17 contains 16512 members 
Mstep: Class 18 contains 25494 members 
Mstep: Class 19 contains 64959 members 
Mstep: Class 20 contains 12431 members 
Mstep: Class 21 contains 10479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49839780.000000 Penalty: 66446.820312
Iteration 3F: 21 clusters Score -4.983978e+07 nChanged 145014
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 15845 members 
Mstep: Class 3 contains 25507 members 
Mstep: Class 4 contains 101731 members 
Mstep: Class 5 contains 20393 members 
Mstep: Class 6 contains 7087 members 
Mstep: Class 7 contains 17047 members 
Mstep: Class 8 contains 14557 members 
Mstep: Class 9 contains 13957 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 19876 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 66612 members 
Mstep: Class 15 contains 132466 members 
Mstep: Class 16 contains 19493 members 
Mstep: Class 17 contains 13044 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 76847 members 
Mstep: Class 20 contains 7809 members 
Mstep: Class 21 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50280144.000000 Penalty: 66446.820312
Iteration 4F: 21 clusters Score -5.028014e+07 nChanged 86837
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 12081 members 
Mstep: Class 3 contains 19120 members 
Mstep: Class 4 contains 104291 members 
Mstep: Class 5 contains 28300 members 
Mstep: Class 6 contains 6270 members 
Mstep: Class 7 contains 20274 members 
Mstep: Class 8 contains 12902 members 
Mstep: Class 9 contains 16373 members 
Mstep: Class 10 contains 7755 members 
Mstep: Class 11 contains 12147 members 
Mstep: Class 13 contains 4881 members 
Mstep: Class 14 contains 65937 members 
Mstep: Class 15 contains 129405 members 
Mstep: Class 16 contains 19915 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 27502 members 
Mstep: Class 19 contains 80828 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50557988.000000 Penalty: 66446.820312
Iteration 5F: 21 clusters Score -5.055799e+07 nChanged 56844
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 16266 members 
Mstep: Class 4 contains 96520 members 
Mstep: Class 5 contains 31600 members 
Mstep: Class 6 contains 7534 members 
Mstep: Class 7 contains 23875 members 
Mstep: Class 8 contains 12025 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 6976 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 64180 members 
Mstep: Class 15 contains 135305 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 10537 members 
Mstep: Class 18 contains 35398 members 
Mstep: Class 19 contains 80565 members 
Mstep: Class 20 contains 5334 members 
Mstep: Class 21 contains 9419 members 
Entering Unmasked Estep 
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Score: -50667356.000000 Penalty: 66446.820312
Iteration 6F: 21 clusters Score -5.066736e+07 nChanged 44408
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 14662 members 
Mstep: Class 4 contains 87938 members 
Mstep: Class 5 contains 28567 members 
Mstep: Class 6 contains 9217 members 
Mstep: Class 7 contains 27510 members 
Mstep: Class 8 contains 11608 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 13377 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 61803 members 
Mstep: Class 15 contains 137347 members 
Mstep: Class 16 contains 20855 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 41821 members 
Mstep: Class 19 contains 79711 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 10523 members 
Entering Unmasked Estep 
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Iteration 7F: 21 clusters Score -5.075712e+07 nChanged 37136
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 80808 members 
Mstep: Class 5 contains 23997 members 
Mstep: Class 6 contains 10891 members 
Mstep: Class 7 contains 30788 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 15099 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 17677 members 
Mstep: Class 13 contains 11587 members 
Mstep: Class 14 contains 59656 members 
Mstep: Class 15 contains 138419 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 10200 members 
Mstep: Class 18 contains 48056 members 
Mstep: Class 19 contains 78623 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 11351 members 
Entering Unmasked Estep 
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Iteration 8F: 21 clusters Score -5.081274e+07 nChanged 27210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 14397 members 
Mstep: Class 4 contains 75513 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 12378 members 
Mstep: Class 7 contains 33355 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 20261 members 
Mstep: Class 13 contains 13489 members 
Mstep: Class 14 contains 58325 members 
Mstep: Class 15 contains 139257 members 
Mstep: Class 16 contains 23300 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 53467 members 
Mstep: Class 19 contains 77498 members 
Mstep: Class 20 contains 3228 members 
Mstep: Class 21 contains 11975 members 
Entering Unmasked Estep 
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Iteration 9Q: 21 clusters Score -5.084161e+07 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 14275 members 
Mstep: Class 4 contains 71832 members 
Mstep: Class 5 contains 20030 members 
Mstep: Class 6 contains 13591 members 
Mstep: Class 7 contains 35112 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 13776 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 21831 members 
Mstep: Class 13 contains 14629 members 
Mstep: Class 14 contains 57569 members 
Mstep: Class 15 contains 139995 members 
Mstep: Class 16 contains 24207 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 57273 members 
Mstep: Class 19 contains 76450 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 12442 members 
Entering Unmasked Estep 
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Iteration 10Q: 21 clusters Score -5.086208e+07 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 4235 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 69421 members 
Mstep: Class 5 contains 19783 members 
Mstep: Class 6 contains 14690 members 
Mstep: Class 7 contains 36278 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 13168 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 22833 members 
Mstep: Class 13 contains 15326 members 
Mstep: Class 14 contains 57163 members 
Mstep: Class 15 contains 140655 members 
Mstep: Class 16 contains 24802 members 
Mstep: Class 17 contains 9817 members 
Mstep: Class 18 contains 59820 members 
Mstep: Class 19 contains 75478 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 12897 members 
Entering Unmasked Estep 
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Iteration 11Q: 21 clusters Score -5.087822e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 67858 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 15721 members 
Mstep: Class 7 contains 37112 members 
Mstep: Class 8 contains 9808 members 
Mstep: Class 9 contains 12547 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 23708 members 
Mstep: Class 13 contains 15698 members 
Mstep: Class 14 contains 56941 members 
Mstep: Class 15 contains 141295 members 
Mstep: Class 16 contains 25168 members 
Mstep: Class 17 contains 9670 members 
Mstep: Class 18 contains 61479 members 
Mstep: Class 19 contains 74584 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 13349 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -5.088902e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 66892 members 
Mstep: Class 5 contains 18525 members 
Mstep: Class 6 contains 16651 members 
Mstep: Class 7 contains 37859 members 
Mstep: Class 8 contains 9733 members 
Mstep: Class 9 contains 11974 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 24556 members 
Mstep: Class 13 contains 15837 members 
Mstep: Class 14 contains 56800 members 
Mstep: Class 15 contains 141842 members 
Mstep: Class 16 contains 25563 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 62492 members 
Mstep: Class 19 contains 73804 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 13746 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -5.089671e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 3733 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 66213 members 
Mstep: Class 5 contains 17570 members 
Mstep: Class 6 contains 17438 members 
Mstep: Class 7 contains 38736 members 
Mstep: Class 8 contains 9657 members 
Mstep: Class 9 contains 11460 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 25467 members 
Mstep: Class 13 contains 15812 members 
Mstep: Class 14 contains 56689 members 
Mstep: Class 15 contains 142387 members 
Mstep: Class 16 contains 26137 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 63179 members 
Mstep: Class 19 contains 73111 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 13989 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -5.090242e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 65747 members 
Mstep: Class 5 contains 16522 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 39452 members 
Mstep: Class 8 contains 9609 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 26367 members 
Mstep: Class 13 contains 15683 members 
Mstep: Class 14 contains 56610 members 
Mstep: Class 15 contains 142830 members 
Mstep: Class 16 contains 26784 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 63807 members 
Mstep: Class 19 contains 72516 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 14100 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -5.090671e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 65469 members 
Mstep: Class 5 contains 15564 members 
Mstep: Class 6 contains 18596 members 
Mstep: Class 7 contains 40139 members 
Mstep: Class 8 contains 9582 members 
Mstep: Class 9 contains 10670 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 11 contains 27111 members 
Mstep: Class 13 contains 15453 members 
Mstep: Class 14 contains 56564 members 
Mstep: Class 15 contains 143192 members 
Mstep: Class 16 contains 27248 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 64463 members 
Mstep: Class 19 contains 72042 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 14117 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -5.091039e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 3347 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 65294 members 
Mstep: Class 5 contains 14569 members 
Mstep: Class 6 contains 18971 members 
Mstep: Class 7 contains 40667 members 
Mstep: Class 8 contains 9547 members 
Mstep: Class 9 contains 10375 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 27739 members 
Mstep: Class 13 contains 15218 members 
Mstep: Class 14 contains 56570 members 
Mstep: Class 15 contains 143486 members 
Mstep: Class 16 contains 27778 members 
Mstep: Class 17 contains 9658 members 
Mstep: Class 18 contains 65087 members 
Mstep: Class 19 contains 71702 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 14084 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -5.091314e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 65212 members 
Mstep: Class 5 contains 13592 members 
Mstep: Class 6 contains 19263 members 
Mstep: Class 7 contains 41054 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 13 contains 14981 members 
Mstep: Class 14 contains 56576 members 
Mstep: Class 15 contains 143701 members 
Mstep: Class 16 contains 28452 members 
Mstep: Class 17 contains 9827 members 
Mstep: Class 18 contains 65695 members 
Mstep: Class 19 contains 71416 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 14023 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -5.091575e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 14193 members 
Mstep: Class 4 contains 65150 members 
Mstep: Class 5 contains 12500 members 
Mstep: Class 6 contains 19499 members 
Mstep: Class 7 contains 41335 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 6403 members 
Mstep: Class 11 contains 28468 members 
Mstep: Class 13 contains 14724 members 
Mstep: Class 14 contains 56592 members 
Mstep: Class 15 contains 143830 members 
Mstep: Class 16 contains 29301 members 
Mstep: Class 17 contains 10003 members 
Mstep: Class 18 contains 66347 members 
Mstep: Class 19 contains 71166 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 13960 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -5.091924e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 65099 members 
Mstep: Class 5 contains 11710 members 
Mstep: Class 6 contains 19666 members 
Mstep: Class 7 contains 41589 members 
Mstep: Class 8 contains 9480 members 
Mstep: Class 9 contains 9929 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 28721 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 56624 members 
Mstep: Class 15 contains 143878 members 
Mstep: Class 16 contains 29875 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 67005 members 
Mstep: Class 19 contains 70942 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 13874 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -5.092491e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 2983 members 
Mstep: Class 3 contains 14316 members 
Mstep: Class 4 contains 65072 members 
Mstep: Class 5 contains 11272 members 
Mstep: Class 6 contains 19866 members 
Mstep: Class 7 contains 41788 members 
Mstep: Class 8 contains 9314 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 29223 members 
Mstep: Class 13 contains 14390 members 
Mstep: Class 14 contains 56587 members 
Mstep: Class 15 contains 143887 members 
Mstep: Class 16 contains 29815 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 67898 members 
Mstep: Class 19 contains 70705 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 13713 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -5.092845e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 14351 members 
Mstep: Class 4 contains 65058 members 
Mstep: Class 5 contains 10941 members 
Mstep: Class 6 contains 20020 members 
Mstep: Class 7 contains 41882 members 
Mstep: Class 8 contains 9196 members 
Mstep: Class 9 contains 9856 members 
Mstep: Class 10 contains 6684 members 
Mstep: Class 11 contains 29640 members 
Mstep: Class 13 contains 14312 members 
Mstep: Class 14 contains 56517 members 
Mstep: Class 15 contains 143877 members 
Mstep: Class 16 contains 29616 members 
Mstep: Class 17 contains 10319 members 
Mstep: Class 18 contains 68969 members 
Mstep: Class 19 contains 70479 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 13586 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -5.09307e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2875 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 4 contains 65028 members 
Mstep: Class 5 contains 10650 members 
Mstep: Class 6 contains 20151 members 
Mstep: Class 7 contains 41866 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 9849 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 30012 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 56414 members 
Mstep: Class 15 contains 143827 members 
Mstep: Class 16 contains 29379 members 
Mstep: Class 17 contains 10468 members 
Mstep: Class 18 contains 70063 members 
Mstep: Class 19 contains 70229 members 
Mstep: Class 20 contains 3477 members 
Mstep: Class 21 contains 13510 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -5.093295e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 14362 members 
Mstep: Class 4 contains 64992 members 
Mstep: Class 5 contains 10361 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 41682 members 
Mstep: Class 8 contains 9068 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 6952 members 
Mstep: Class 11 contains 30366 members 
Mstep: Class 13 contains 14185 members 
Mstep: Class 14 contains 56287 members 
Mstep: Class 15 contains 143761 members 
Mstep: Class 16 contains 29109 members 
Mstep: Class 17 contains 10628 members 
Mstep: Class 18 contains 71225 members 
Mstep: Class 19 contains 70007 members 
Mstep: Class 20 contains 3548 members 
Mstep: Class 21 contains 13482 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -5.093464e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 14359 members 
Mstep: Class 4 contains 64916 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 20392 members 
Mstep: Class 7 contains 41272 members 
Mstep: Class 8 contains 9012 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 7096 members 
Mstep: Class 11 contains 30704 members 
Mstep: Class 13 contains 14227 members 
Mstep: Class 14 contains 56172 members 
Mstep: Class 15 contains 143690 members 
Mstep: Class 16 contains 28823 members 
Mstep: Class 17 contains 10752 members 
Mstep: Class 18 contains 72438 members 
Mstep: Class 19 contains 69811 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 13483 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -5.093673e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 64807 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 20507 members 
Mstep: Class 7 contains 40670 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 30988 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 56067 members 
Mstep: Class 15 contains 143599 members 
Mstep: Class 16 contains 28608 members 
Mstep: Class 17 contains 10821 members 
Mstep: Class 18 contains 73719 members 
Mstep: Class 19 contains 69635 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 13483 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -5.093818e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 14350 members 
Mstep: Class 4 contains 64687 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 20614 members 
Mstep: Class 7 contains 39894 members 
Mstep: Class 8 contains 8927 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 31262 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 55974 members 
Mstep: Class 15 contains 143487 members 
Mstep: Class 16 contains 28463 members 
Mstep: Class 17 contains 10882 members 
Mstep: Class 18 contains 75053 members 
Mstep: Class 19 contains 69466 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 13484 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -5.093987e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 2814 members 
Mstep: Class 3 contains 14342 members 
Mstep: Class 4 contains 64543 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 20688 members 
Mstep: Class 7 contains 39105 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 13 contains 14342 members 
Mstep: Class 14 contains 55871 members 
Mstep: Class 15 contains 143396 members 
Mstep: Class 16 contains 28389 members 
Mstep: Class 17 contains 10902 members 
Mstep: Class 18 contains 76322 members 
Mstep: Class 19 contains 69317 members 
Mstep: Class 20 contains 3716 members 
Mstep: Class 21 contains 13491 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -5.094118e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 14345 members 
Mstep: Class 4 contains 64419 members 
Mstep: Class 5 contains 9093 members 
Mstep: Class 6 contains 20755 members 
Mstep: Class 7 contains 38326 members 
Mstep: Class 8 contains 8860 members 
Mstep: Class 9 contains 9841 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 31848 members 
Mstep: Class 13 contains 14389 members 
Mstep: Class 14 contains 55799 members 
Mstep: Class 15 contains 143308 members 
Mstep: Class 16 contains 28323 members 
Mstep: Class 17 contains 10920 members 
Mstep: Class 18 contains 77493 members 
Mstep: Class 19 contains 69182 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 13466 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -5.094236e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 14346 members 
Mstep: Class 4 contains 64311 members 
Mstep: Class 5 contains 8820 members 
Mstep: Class 6 contains 20825 members 
Mstep: Class 7 contains 37646 members 
Mstep: Class 8 contains 8818 members 
Mstep: Class 9 contains 9841 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 32127 members 
Mstep: Class 13 contains 14441 members 
Mstep: Class 14 contains 55771 members 
Mstep: Class 15 contains 143219 members 
Mstep: Class 16 contains 28259 members 
Mstep: Class 17 contains 10924 members 
Mstep: Class 18 contains 78470 members 
Mstep: Class 19 contains 69071 members 
Mstep: Class 20 contains 3756 members 
Mstep: Class 21 contains 13451 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -5.094336e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 14353 members 
Mstep: Class 4 contains 64210 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 37123 members 
Mstep: Class 8 contains 8772 members 
Mstep: Class 9 contains 9841 members 
Mstep: Class 10 contains 7854 members 
Mstep: Class 11 contains 32392 members 
Mstep: Class 13 contains 14479 members 
Mstep: Class 14 contains 55766 members 
Mstep: Class 15 contains 143125 members 
Mstep: Class 16 contains 28200 members 
Mstep: Class 17 contains 10943 members 
Mstep: Class 18 contains 79276 members 
Mstep: Class 19 contains 68971 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 13402 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -5.094417e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 14354 members 
Mstep: Class 4 contains 64100 members 
Mstep: Class 5 contains 8301 members 
Mstep: Class 6 contains 20947 members 
Mstep: Class 7 contains 36689 members 
Mstep: Class 8 contains 8752 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 32661 members 
Mstep: Class 13 contains 14506 members 
Mstep: Class 14 contains 55787 members 
Mstep: Class 15 contains 143033 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 10945 members 
Mstep: Class 18 contains 79983 members 
Mstep: Class 19 contains 68870 members 
Mstep: Class 20 contains 3800 members 
Mstep: Class 21 contains 13331 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -5.094487e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 14359 members 
Mstep: Class 4 contains 64003 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 20992 members 
Mstep: Class 7 contains 36337 members 
Mstep: Class 8 contains 8739 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 10 contains 8097 members 
Mstep: Class 11 contains 32867 members 
Mstep: Class 13 contains 14521 members 
Mstep: Class 14 contains 55811 members 
Mstep: Class 15 contains 142949 members 
Mstep: Class 16 contains 28061 members 
Mstep: Class 17 contains 10981 members 
Mstep: Class 18 contains 80549 members 
Mstep: Class 19 contains 68769 members 
Mstep: Class 20 contains 3826 members 
Mstep: Class 21 contains 13285 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -5.094531e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 14363 members 
Mstep: Class 4 contains 63921 members 
Mstep: Class 5 contains 7955 members 
Mstep: Class 6 contains 21051 members 
Mstep: Class 7 contains 36041 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 10 contains 8175 members 
Mstep: Class 11 contains 33014 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 55843 members 
Mstep: Class 15 contains 142872 members 
Mstep: Class 16 contains 28022 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 80993 members 
Mstep: Class 19 contains 68686 members 
Mstep: Class 20 contains 3845 members 
Mstep: Class 21 contains 13251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50945736.000000 Penalty: 66446.820312
Iteration 34Q: 21 clusters Score -5.094574e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 63863 members 
Mstep: Class 5 contains 7860 members 
Mstep: Class 6 contains 21097 members 
Mstep: Class 7 contains 35792 members 
Mstep: Class 8 contains 8721 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 33122 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 55869 members 
Mstep: Class 15 contains 142790 members 
Mstep: Class 16 contains 27994 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 81337 members 
Mstep: Class 19 contains 68633 members 
Mstep: Class 20 contains 3858 members 
Mstep: Class 21 contains 13236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50945996.000000 Penalty: 66446.820312
Iteration 35Q: 21 clusters Score -5.0946e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 14376 members 
Mstep: Class 4 contains 63818 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 21129 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 8713 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 33200 members 
Mstep: Class 13 contains 14568 members 
Mstep: Class 14 contains 55893 members 
Mstep: Class 15 contains 142711 members 
Mstep: Class 16 contains 27974 members 
Mstep: Class 17 contains 11005 members 
Mstep: Class 18 contains 81585 members 
Mstep: Class 19 contains 68577 members 
Mstep: Class 20 contains 3871 members 
Mstep: Class 21 contains 13216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50946324.000000 Penalty: 66446.820312
Iteration 36Q: 21 clusters Score -5.094632e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 14380 members 
Mstep: Class 4 contains 63786 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 21174 members 
Mstep: Class 7 contains 35460 members 
Mstep: Class 8 contains 8692 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8427 members 
Mstep: Class 11 contains 33268 members 
Mstep: Class 13 contains 14589 members 
Mstep: Class 14 contains 55908 members 
Mstep: Class 15 contains 142641 members 
Mstep: Class 16 contains 27962 members 
Mstep: Class 17 contains 11004 members 
Mstep: Class 18 contains 81763 members 
Mstep: Class 19 contains 68498 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 13205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50946592.000000 Penalty: 66446.820312
Iteration 37Q: 21 clusters Score -5.094659e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 14380 members 
Mstep: Class 4 contains 63757 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 21212 members 
Mstep: Class 7 contains 35357 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 33312 members 
Mstep: Class 13 contains 14599 members 
Mstep: Class 14 contains 55920 members 
Mstep: Class 15 contains 142571 members 
Mstep: Class 16 contains 27948 members 
Mstep: Class 17 contains 11007 members 
Mstep: Class 18 contains 81904 members 
Mstep: Class 19 contains 68422 members 
Mstep: Class 20 contains 3891 members 
Mstep: Class 21 contains 13201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50946740.000000 Penalty: 66446.820312
Iteration 38Q: 21 clusters Score -5.094674e+07 nChanged 567
Entering ConstructFrom: 
Score: -50946740.000000 Penalty: 66446.820312
Entering ConstructFrom: 
Trying to split cluster 1 (32404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Entering Unmasked Estep 
Score: -2740223.250000 Penalty: 2575.737061
	Iteration 0F: 2 clusters Score -2740223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2718244.000000 Penalty: 5151.474121
	Iteration 0F: 3 clusters Score -2718244 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2726184.750000 Penalty: 5151.474121
	Iteration 1F: 3 clusters Score -2726185 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2726857.750000 Penalty: 5151.474121
	Iteration 2F: 3 clusters Score -2726858 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2727832.750000 Penalty: 5151.474121
	Iteration 3F: 3 clusters Score -2727833 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2729450.250000 Penalty: 5151.474121
	Iteration 4F: 3 clusters Score -2729450 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2731667.250000 Penalty: 5151.474121
	Iteration 5F: 3 clusters Score -2731667 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2733902.750000 Penalty: 5151.474121
	Iteration 6F: 3 clusters Score -2733903 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2735417.000000 Penalty: 5151.474121
	Iteration 7F: 3 clusters Score -2735417 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2736208.250000 Penalty: 5151.474121
	Iteration 8Q: 3 clusters Score -2736208 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2736572.250000 Penalty: 5151.474121
	Iteration 9Q: 3 clusters Score -2736572 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2736788.500000 Penalty: 5151.474121
	Iteration 10Q: 3 clusters Score -2736788 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2736944.500000 Penalty: 5151.474121
	Iteration 11Q: 3 clusters Score -2736944 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2737062.250000 Penalty: 5151.474121
	Iteration 12Q: 3 clusters Score -2737062 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2737149.250000 Penalty: 5151.474121
	Iteration 13Q: 3 clusters Score -2737149 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2737243.250000 Penalty: 5151.474121
	Iteration 14Q: 3 clusters Score -2737243 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2737367.750000 Penalty: 5151.474121
	Iteration 15Q: 3 clusters Score -2737368 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2737500.250000 Penalty: 5151.474121
	Iteration 16Q: 3 clusters Score -2737500 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2737683.000000 Penalty: 5151.474121
	Iteration 17Q: 3 clusters Score -2737683 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2737935.250000 Penalty: 5151.474121
	Iteration 18Q: 3 clusters Score -2737935 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2738189.250000 Penalty: 5151.474121
	Iteration 19Q: 3 clusters Score -2738189 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2738497.250000 Penalty: 5151.474121
	Iteration 20F: 3 clusters Score -2738497 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2738780.000000 Penalty: 5151.474121
	Iteration 21Q: 3 clusters Score -2738780 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2738999.750000 Penalty: 5151.474121
	Iteration 22Q: 3 clusters Score -2739000 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2739161.250000 Penalty: 5151.474121
	Iteration 23Q: 3 clusters Score -2739161 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2739305.500000 Penalty: 5151.474121
	Iteration 24Q: 3 clusters Score -2739306 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2739454.000000 Penalty: 5151.474121
	Iteration 25Q: 3 clusters Score -2739454 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2739625.500000 Penalty: 5151.474121
	Iteration 26Q: 3 clusters Score -2739626 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2739818.250000 Penalty: 5151.474121
	Iteration 27Q: 3 clusters Score -2739818 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2740078.750000 Penalty: 5151.474121
	Iteration 28Q: 3 clusters Score -2740079 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2740438.250000 Penalty: 5151.474121
	Iteration 29Q: 3 clusters Score -2740438 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2740844.000000 Penalty: 5151.474121
	Iteration 30Q: 3 clusters Score -2740844 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2741280.250000 Penalty: 5151.474121
	Iteration 31Q: 3 clusters Score -2741280 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2741688.750000 Penalty: 5151.474121
	Iteration 32Q: 3 clusters Score -2741689 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2742054.000000 Penalty: 5151.474121
	Iteration 33Q: 3 clusters Score -2742054 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2742277.500000 Penalty: 5151.474121
	Iteration 34Q: 3 clusters Score -2742278 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2742433.000000 Penalty: 5151.474121
	Iteration 35Q: 3 clusters Score -2742433 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2742536.000000 Penalty: 5151.474121
	Iteration 36Q: 3 clusters Score -2742536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2742581.500000 Penalty: 5151.474121
	Iteration 37Q: 3 clusters Score -2742582 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2742613.500000 Penalty: 5151.474121
	Iteration 38Q: 3 clusters Score -2742614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2742634.000000 Penalty: 5151.474121
	Iteration 39Q: 3 clusters Score -2742634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2742648.250000 Penalty: 5151.474121
	Iteration 40F: 3 clusters Score -2742648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2742665.750000 Penalty: 5151.474121
	Iteration 41Q: 3 clusters Score -2742666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2742675.250000 Penalty: 5151.474121
	Iteration 42Q: 3 clusters Score -2742675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2742675.750000 Penalty: 5151.474121
	Iteration 43Q: 3 clusters Score -2742676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2742682.000000 Penalty: 5151.474121
	Iteration 44Q: 3 clusters Score -2742682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2742680.250000 Penalty: 5151.474121
	Iteration 45Q: 3 clusters Score -2742680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2742684.500000 Penalty: 5151.474121
	Iteration 46Q: 3 clusters Score -2742684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2742682.000000 Penalty: 5151.474121
	Iteration 47Q: 3 clusters Score -2742682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2742689.000000 Penalty: 5151.474121
	Iteration 48Q: 3 clusters Score -2742689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2742691.750000 Penalty: 5151.474121
	Iteration 49Q: 3 clusters Score -2742692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2742694.750000 Penalty: 5151.474121
	Iteration 50Q: 3 clusters Score -2742695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2742694.250000 Penalty: 5151.474121
	Iteration 51Q: 3 clusters Score -2742694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2742692.000000 Penalty: 5151.474121
	Iteration 52Q: 3 clusters Score -2742692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2742692.500000 Penalty: 5151.474121
	Iteration 53Q: 3 clusters Score -2742692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2742693.250000 Penalty: 5151.474121
	Iteration 54Q: 3 clusters Score -2742693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2742693.500000 Penalty: 5151.474121
	Iteration 55Q: 3 clusters Score -2742694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2742691.750000 Penalty: 5151.474121
	Iteration 56Q: 3 clusters Score -2742692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2742692.750000 Penalty: 5151.474121
	Iteration 57Q: 3 clusters Score -2742693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2742690.500000 Penalty: 5151.474121
	Iteration 58Q: 3 clusters Score -2742690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2742689.250000 Penalty: 5151.474121
	Iteration 59Q: 3 clusters Score -2742689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2742693.750000 Penalty: 5151.474121
	Iteration 60F: 3 clusters Score -2742694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2742691.750000 Penalty: 5151.474121
	Iteration 61Q: 3 clusters Score -2742692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2742690.500000 Penalty: 5151.474121
	Iteration 62Q: 3 clusters Score -2742690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2742692.250000 Penalty: 5151.474121
	Iteration 63Q: 3 clusters Score -2742692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2742694.750000 Penalty: 5151.474121
	Iteration 64Q: 3 clusters Score -2742695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2742687.500000 Penalty: 5151.474121
	Iteration 65Q: 3 clusters Score -2742688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2742689.250000 Penalty: 5151.474121
	Iteration 66Q: 3 clusters Score -2742689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2742689.250000 Penalty: 5151.474121
	Iteration 67F: 3 clusters Score -2742689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 14383 members 
Mstep: Class 4 contains 63736 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 35270 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Entering Unmasked Estep 
Score: -50948372.000000 Penalty: 69769.156250
Splitting cluster 1 changes total score from -50946740.000000 to -50948372.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -193104.828125 Penalty: 1986.404419
	Iteration 0F: 2 clusters Score -193104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -190056.984375 Penalty: 3972.808838
	Iteration 0F: 3 clusters Score -190057 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -191757.578125 Penalty: 3972.808838
	Iteration 1F: 3 clusters Score -191757.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -193547.843750 Penalty: 3972.808838
	Iteration 2F: 3 clusters Score -193547.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -194913.984375 Penalty: 3972.808838
	Iteration 3F: 3 clusters Score -194914 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -196125.156250 Penalty: 3972.808838
	Iteration 4F: 3 clusters Score -196125.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -197267.343750 Penalty: 3972.808838
	Iteration 5F: 3 clusters Score -197267.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -198197.359375 Penalty: 3972.808838
	Iteration 6Q: 3 clusters Score -198197.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -199237.687500 Penalty: 3972.808838
	Iteration 7Q: 3 clusters Score -199237.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -199966.828125 Penalty: 3972.808838
	Iteration 8Q: 3 clusters Score -199966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -200003.656250 Penalty: 3972.808838
	Iteration 9Q: 3 clusters Score -200003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -200012.296875 Penalty: 3972.808838
	Iteration 10Q: 3 clusters Score -200012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -200014.109375 Penalty: 3972.808838
	Iteration 11Q: 3 clusters Score -200014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -200015.078125 Penalty: 3972.808838
	Iteration 12F: 3 clusters Score -200015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -200018.671875 Penalty: 3972.808838
	Iteration 13Q: 3 clusters Score -200018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -200018.671875 Penalty: 3972.808838
	Iteration 14F: 3 clusters Score -200018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 14383 members 
Mstep: Class 4 contains 63736 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 35270 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Entering Unmasked Estep 
Score: -50953980.000000 Penalty: 73091.500000
Splitting cluster 2 changes total score from -50946740.000000 to -50953980.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (14383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Entering Unmasked Estep 
Score: -1135661.250000 Penalty: 2374.302979
	Iteration 0F: 2 clusters Score -1135661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1125216.875000 Penalty: 4748.605957
	Iteration 0F: 3 clusters Score -1125217 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1129943.375000 Penalty: 4748.605957
	Iteration 1F: 3 clusters Score -1129943 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1132413.375000 Penalty: 4748.605957
	Iteration 2F: 3 clusters Score -1132413 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1134324.375000 Penalty: 4748.605957
	Iteration 3F: 3 clusters Score -1134324 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1135481.250000 Penalty: 4748.605957
	Iteration 4F: 3 clusters Score -1135481 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1136666.000000 Penalty: 4748.605957
	Iteration 5F: 3 clusters Score -1136666 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1138075.750000 Penalty: 4748.605957
	Iteration 6F: 3 clusters Score -1138076 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1139616.375000 Penalty: 4748.605957
	Iteration 7F: 3 clusters Score -1139616 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1142039.625000 Penalty: 4748.605957
	Iteration 8F: 3 clusters Score -1142040 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1145099.500000 Penalty: 4748.605957
	Iteration 9F: 3 clusters Score -1145100 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1145639.000000 Penalty: 4748.605957
	Iteration 10Q: 3 clusters Score -1145639 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1145847.250000 Penalty: 4748.605957
	Iteration 11Q: 3 clusters Score -1145847 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1145922.500000 Penalty: 4748.605957
	Iteration 12Q: 3 clusters Score -1145922 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1145959.625000 Penalty: 4748.605957
	Iteration 13Q: 3 clusters Score -1145960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1145974.500000 Penalty: 4748.605957
	Iteration 14Q: 3 clusters Score -1145974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1145992.250000 Penalty: 4748.605957
	Iteration 15Q: 3 clusters Score -1145992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1146006.375000 Penalty: 4748.605957
	Iteration 16Q: 3 clusters Score -1146006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1146014.250000 Penalty: 4748.605957
	Iteration 17Q: 3 clusters Score -1146014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1146029.000000 Penalty: 4748.605957
	Iteration 18Q: 3 clusters Score -1146029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1146036.125000 Penalty: 4748.605957
	Iteration 19Q: 3 clusters Score -1146036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1146044.625000 Penalty: 4748.605957
	Iteration 20F: 3 clusters Score -1146045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1146052.625000 Penalty: 4748.605957
	Iteration 21Q: 3 clusters Score -1146053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1146061.125000 Penalty: 4748.605957
	Iteration 22Q: 3 clusters Score -1146061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1146068.875000 Penalty: 4748.605957
	Iteration 23Q: 3 clusters Score -1146069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1146081.375000 Penalty: 4748.605957
	Iteration 24Q: 3 clusters Score -1146081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1146090.125000 Penalty: 4748.605957
	Iteration 25Q: 3 clusters Score -1146090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1146096.500000 Penalty: 4748.605957
	Iteration 26Q: 3 clusters Score -1146096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1146101.250000 Penalty: 4748.605957
	Iteration 27Q: 3 clusters Score -1146101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1146108.500000 Penalty: 4748.605957
	Iteration 28Q: 3 clusters Score -1146108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1146113.875000 Penalty: 4748.605957
	Iteration 29Q: 3 clusters Score -1146114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1146119.125000 Penalty: 4748.605957
	Iteration 30Q: 3 clusters Score -1146119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1146123.750000 Penalty: 4748.605957
	Iteration 31Q: 3 clusters Score -1146124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1146129.500000 Penalty: 4748.605957
	Iteration 32Q: 3 clusters Score -1146130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1146146.375000 Penalty: 4748.605957
	Iteration 33Q: 3 clusters Score -1146146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1146164.000000 Penalty: 4748.605957
	Iteration 34Q: 3 clusters Score -1146164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1146181.000000 Penalty: 4748.605957
	Iteration 35Q: 3 clusters Score -1146181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1146205.750000 Penalty: 4748.605957
	Iteration 36Q: 3 clusters Score -1146206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1146237.875000 Penalty: 4748.605957
	Iteration 37Q: 3 clusters Score -1146238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1146281.625000 Penalty: 4748.605957
	Iteration 38Q: 3 clusters Score -1146282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1146341.000000 Penalty: 4748.605957
	Iteration 39Q: 3 clusters Score -1146341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1146401.375000 Penalty: 4748.605957
	Iteration 40F: 3 clusters Score -1146401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1146459.500000 Penalty: 4748.605957
	Iteration 41Q: 3 clusters Score -1146460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1146502.125000 Penalty: 4748.605957
	Iteration 42Q: 3 clusters Score -1146502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1146529.375000 Penalty: 4748.605957
	Iteration 43Q: 3 clusters Score -1146529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1146551.250000 Penalty: 4748.605957
	Iteration 44Q: 3 clusters Score -1146551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1146567.750000 Penalty: 4748.605957
	Iteration 45Q: 3 clusters Score -1146568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1146580.375000 Penalty: 4748.605957
	Iteration 46Q: 3 clusters Score -1146580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1146582.750000 Penalty: 4748.605957
	Iteration 47Q: 3 clusters Score -1146583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1146592.750000 Penalty: 4748.605957
	Iteration 48Q: 3 clusters Score -1146593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1146598.125000 Penalty: 4748.605957
	Iteration 49Q: 3 clusters Score -1146598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1146601.250000 Penalty: 4748.605957
	Iteration 50Q: 3 clusters Score -1146601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1146601.250000 Penalty: 4748.605957
	Iteration 51Q: 3 clusters Score -1146601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1146599.500000 Penalty: 4748.605957
	Iteration 52Q: 3 clusters Score -1146600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1146600.875000 Penalty: 4748.605957
	Iteration 53Q: 3 clusters Score -1146601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1146599.250000 Penalty: 4748.605957
	Iteration 54Q: 3 clusters Score -1146599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1146599.250000 Penalty: 4748.605957
	Iteration 55F: 3 clusters Score -1146599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 63736 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 35270 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Entering Unmasked Estep 
Score: -50963900.000000 Penalty: 76413.843750
Splitting cluster 3 changes total score from -50946740.000000 to -50963900.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (63736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Entering Unmasked Estep 
Score: -5267788.000000 Penalty: 2743.501221
	Iteration 0F: 2 clusters Score -5267788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5225086.000000 Penalty: 5487.002441
	Iteration 0F: 3 clusters Score -5225086 nChanged 29791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -5243384.500000 Penalty: 5487.002441
	Iteration 1F: 3 clusters Score -5243384 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -5246181.500000 Penalty: 5487.002441
	Iteration 2F: 3 clusters Score -5246182 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5249355.500000 Penalty: 5487.002441
	Iteration 3F: 3 clusters Score -5249356 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5252711.000000 Penalty: 5487.002441
	Iteration 4F: 3 clusters Score -5252711 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5256400.000000 Penalty: 5487.002441
	Iteration 5F: 3 clusters Score -5256400 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -5260261.500000 Penalty: 5487.002441
	Iteration 6F: 3 clusters Score -5260262 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5263705.000000 Penalty: 5487.002441
	Iteration 7F: 3 clusters Score -5263705 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -5266188.000000 Penalty: 5487.002441
	Iteration 8F: 3 clusters Score -5266188 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -5267827.000000 Penalty: 5487.002441
	Iteration 9Q: 3 clusters Score -5267827 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -5268825.000000 Penalty: 5487.002441
	Iteration 10Q: 3 clusters Score -5268825 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -5269477.000000 Penalty: 5487.002441
	Iteration 11Q: 3 clusters Score -5269477 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -5269925.000000 Penalty: 5487.002441
	Iteration 12Q: 3 clusters Score -5269925 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -5270169.000000 Penalty: 5487.002441
	Iteration 13Q: 3 clusters Score -5270169 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -5270316.000000 Penalty: 5487.002441
	Iteration 14Q: 3 clusters Score -5270316 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -5270418.500000 Penalty: 5487.002441
	Iteration 15Q: 3 clusters Score -5270418 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -5270464.500000 Penalty: 5487.002441
	Iteration 16Q: 3 clusters Score -5270464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -5270501.000000 Penalty: 5487.002441
	Iteration 17Q: 3 clusters Score -5270501 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -5270549.000000 Penalty: 5487.002441
	Iteration 18Q: 3 clusters Score -5270549 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -5270583.500000 Penalty: 5487.002441
	Iteration 19Q: 3 clusters Score -5270584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -5270600.000000 Penalty: 5487.002441
	Iteration 20F: 3 clusters Score -5270600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -5270622.000000 Penalty: 5487.002441
	Iteration 21Q: 3 clusters Score -5270622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -5270636.000000 Penalty: 5487.002441
	Iteration 22Q: 3 clusters Score -5270636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -5270645.000000 Penalty: 5487.002441
	Iteration 23Q: 3 clusters Score -5270645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -5270646.500000 Penalty: 5487.002441
	Iteration 24Q: 3 clusters Score -5270646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -5270650.500000 Penalty: 5487.002441
	Iteration 25Q: 3 clusters Score -5270650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -5270644.500000 Penalty: 5487.002441
	Iteration 26Q: 3 clusters Score -5270644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -5270640.500000 Penalty: 5487.002441
	Iteration 27Q: 3 clusters Score -5270640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -5270635.500000 Penalty: 5487.002441
	Iteration 28Q: 3 clusters Score -5270636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -5270631.500000 Penalty: 5487.002441
	Iteration 29Q: 3 clusters Score -5270632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -5270628.000000 Penalty: 5487.002441
	Iteration 30Q: 3 clusters Score -5270628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -5270629.000000 Penalty: 5487.002441
	Iteration 31Q: 3 clusters Score -5270629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -5270640.500000 Penalty: 5487.002441
	Iteration 32Q: 3 clusters Score -5270640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -5270642.500000 Penalty: 5487.002441
	Iteration 33Q: 3 clusters Score -5270642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -5270642.000000 Penalty: 5487.002441
	Iteration 34Q: 3 clusters Score -5270642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -5270646.500000 Penalty: 5487.002441
	Iteration 35Q: 3 clusters Score -5270646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -5270644.500000 Penalty: 5487.002441
	Iteration 36Q: 3 clusters Score -5270644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -5270644.500000 Penalty: 5487.002441
	Iteration 37Q: 3 clusters Score -5270644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -5270646.000000 Penalty: 5487.002441
	Iteration 38Q: 3 clusters Score -5270646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -5270649.500000 Penalty: 5487.002441
	Iteration 39Q: 3 clusters Score -5270650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -5270646.500000 Penalty: 5487.002441
	Iteration 40F: 3 clusters Score -5270646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -5270649.500000 Penalty: 5487.002441
	Iteration 41Q: 3 clusters Score -5270650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -5270651.000000 Penalty: 5487.002441
	Iteration 42Q: 3 clusters Score -5270651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -5270645.000000 Penalty: 5487.002441
	Iteration 43Q: 3 clusters Score -5270645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -5270645.000000 Penalty: 5487.002441
	Iteration 44F: 3 clusters Score -5270645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 21249 members 
Mstep: Class 7 contains 35270 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Entering Unmasked Estep 
Score: -50966196.000000 Penalty: 79736.179688
Splitting cluster 4 changes total score from -50946740.000000 to -50966196.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -634575.125000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -634575.1 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 3828 members 
Entering Unmasked Estep 
Score: -628384.250000 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -628384.2 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -630098.750000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -630098.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -630408.187500 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -630408.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -630603.375000 Penalty: 4441.261719
	Iteration 3F: 3 clusters Score -630603.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -630755.625000 Penalty: 4441.261719
	Iteration 4Q: 3 clusters Score -630755.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -630882.687500 Penalty: 4441.261719
	Iteration 5Q: 3 clusters Score -630882.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -631037.625000 Penalty: 4441.261719
	Iteration 6Q: 3 clusters Score -631037.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -631250.500000 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -631250.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -631661.312500 Penalty: 4441.261719
	Iteration 8F: 3 clusters Score -631661.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -632295.187500 Penalty: 4441.261719
	Iteration 9F: 3 clusters Score -632295.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -633035.500000 Penalty: 4441.261719
	Iteration 10F: 3 clusters Score -633035.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -633548.875000 Penalty: 4441.261719
	Iteration 11F: 3 clusters Score -633548.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -633806.812500 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -633806.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -633909.937500 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -633909.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -633957.312500 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -633957.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -633985.312500 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -633985.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -634002.875000 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -634002.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -634016.500000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -634016.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -634027.187500 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -634027.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -634036.937500 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -634036.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -634046.812500 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -634046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -634048.875000 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -634048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -634050.687500 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -634050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -634052.812500 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -634052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -634053.437500 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -634053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -634053.562500 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -634053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -634055.250000 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -634055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -634054.500000 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -634054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -634055.437500 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -634055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -634056.812500 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -634056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -634057.437500 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -634057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -634057.625000 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -634057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -634058.625000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -634058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -634061.062500 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -634061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -634061.250000 Penalty: 4441.261719
	Iteration 34Q: 3 clusters Score -634061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -634062.875000 Penalty: 4441.261719
	Iteration 35Q: 3 clusters Score -634062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -634063.500000 Penalty: 4441.261719
	Iteration 36Q: 3 clusters Score -634063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -634063.500000 Penalty: 4441.261719
	Iteration 37F: 3 clusters Score -634063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Entering Unmasked Estep 
Score: -1562202.125000 Penalty: 2471.088379
	Iteration 0F: 2 clusters Score -1562202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1547329.625000 Penalty: 4942.176758
	Iteration 0F: 3 clusters Score -1547330 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1553001.625000 Penalty: 4942.176758
	Iteration 1F: 3 clusters Score -1553002 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1554866.250000 Penalty: 4942.176758
	Iteration 2F: 3 clusters Score -1554866 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1557505.250000 Penalty: 4942.176758
	Iteration 3F: 3 clusters Score -1557505 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1559638.250000 Penalty: 4942.176758
	Iteration 4F: 3 clusters Score -1559638 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1560820.250000 Penalty: 4942.176758
	Iteration 5F: 3 clusters Score -1560820 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1561533.500000 Penalty: 4942.176758
	Iteration 6F: 3 clusters Score -1561534 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1562086.500000 Penalty: 4942.176758
	Iteration 7Q: 3 clusters Score -1562086 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1562627.000000 Penalty: 4942.176758
	Iteration 8Q: 3 clusters Score -1562627 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1563188.125000 Penalty: 4942.176758
	Iteration 9Q: 3 clusters Score -1563188 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1563743.250000 Penalty: 4942.176758
	Iteration 10Q: 3 clusters Score -1563743 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1564290.750000 Penalty: 4942.176758
	Iteration 11Q: 3 clusters Score -1564291 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1564893.625000 Penalty: 4942.176758
	Iteration 12Q: 3 clusters Score -1564894 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1565508.375000 Penalty: 4942.176758
	Iteration 13Q: 3 clusters Score -1565508 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1566043.625000 Penalty: 4942.176758
	Iteration 14Q: 3 clusters Score -1566044 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1566384.125000 Penalty: 4942.176758
	Iteration 15Q: 3 clusters Score -1566384 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1566588.125000 Penalty: 4942.176758
	Iteration 16Q: 3 clusters Score -1566588 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1566697.250000 Penalty: 4942.176758
	Iteration 17Q: 3 clusters Score -1566697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1566750.500000 Penalty: 4942.176758
	Iteration 18Q: 3 clusters Score -1566750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1566780.625000 Penalty: 4942.176758
	Iteration 19Q: 3 clusters Score -1566781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1566801.500000 Penalty: 4942.176758
	Iteration 20F: 3 clusters Score -1566802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1566814.500000 Penalty: 4942.176758
	Iteration 21Q: 3 clusters Score -1566814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1566827.875000 Penalty: 4942.176758
	Iteration 22Q: 3 clusters Score -1566828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1566827.500000 Penalty: 4942.176758
	Iteration 23Q: 3 clusters Score -1566828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1566834.750000 Penalty: 4942.176758
	Iteration 24Q: 3 clusters Score -1566835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1566836.125000 Penalty: 4942.176758
	Iteration 25Q: 3 clusters Score -1566836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1566835.500000 Penalty: 4942.176758
	Iteration 26Q: 3 clusters Score -1566836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1566835.375000 Penalty: 4942.176758
	Iteration 27Q: 3 clusters Score -1566835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1566834.250000 Penalty: 4942.176758
	Iteration 28Q: 3 clusters Score -1566834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1566838.875000 Penalty: 4942.176758
	Iteration 29Q: 3 clusters Score -1566839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1566837.875000 Penalty: 4942.176758
	Iteration 30Q: 3 clusters Score -1566838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1566839.250000 Penalty: 4942.176758
	Iteration 31Q: 3 clusters Score -1566839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1566838.625000 Penalty: 4942.176758
	Iteration 32Q: 3 clusters Score -1566839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1566841.500000 Penalty: 4942.176758
	Iteration 33Q: 3 clusters Score -1566842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1566843.000000 Penalty: 4942.176758
	Iteration 34Q: 3 clusters Score -1566843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1566843.750000 Penalty: 4942.176758
	Iteration 35Q: 3 clusters Score -1566844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1566845.625000 Penalty: 4942.176758
	Iteration 36Q: 3 clusters Score -1566846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1566845.125000 Penalty: 4942.176758
	Iteration 37Q: 3 clusters Score -1566845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1566845.750000 Penalty: 4942.176758
	Iteration 38Q: 3 clusters Score -1566846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1566846.750000 Penalty: 4942.176758
	Iteration 39Q: 3 clusters Score -1566847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1566847.500000 Penalty: 4942.176758
	Iteration 40F: 3 clusters Score -1566848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1566844.000000 Penalty: 4942.176758
	Iteration 41Q: 3 clusters Score -1566844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1566845.375000 Penalty: 4942.176758
	Iteration 42Q: 3 clusters Score -1566845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1566844.625000 Penalty: 4942.176758
	Iteration 43Q: 3 clusters Score -1566845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1566845.125000 Penalty: 4942.176758
	Iteration 44Q: 3 clusters Score -1566845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1566843.875000 Penalty: 4942.176758
	Iteration 45Q: 3 clusters Score -1566844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1566845.250000 Penalty: 4942.176758
	Iteration 46Q: 3 clusters Score -1566845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1566847.875000 Penalty: 4942.176758
	Iteration 47Q: 3 clusters Score -1566848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1566849.625000 Penalty: 4942.176758
	Iteration 48Q: 3 clusters Score -1566850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1566849.500000 Penalty: 4942.176758
	Iteration 49Q: 3 clusters Score -1566850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1566850.625000 Penalty: 4942.176758
	Iteration 50Q: 3 clusters Score -1566851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1566850.000000 Penalty: 4942.176758
	Iteration 51Q: 3 clusters Score -1566850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1566849.500000 Penalty: 4942.176758
	Iteration 52Q: 3 clusters Score -1566850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1566849.625000 Penalty: 4942.176758
	Iteration 53Q: 3 clusters Score -1566850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1566847.875000 Penalty: 4942.176758
	Iteration 54Q: 3 clusters Score -1566848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1566851.125000 Penalty: 4942.176758
	Iteration 55Q: 3 clusters Score -1566851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1566850.125000 Penalty: 4942.176758
	Iteration 56Q: 3 clusters Score -1566850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1566848.500000 Penalty: 4942.176758
	Iteration 57Q: 3 clusters Score -1566848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1566849.125000 Penalty: 4942.176758
	Iteration 58Q: 3 clusters Score -1566849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1566850.000000 Penalty: 4942.176758
	Iteration 59Q: 3 clusters Score -1566850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1566852.750000 Penalty: 4942.176758
	Iteration 60F: 3 clusters Score -1566853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1566853.500000 Penalty: 4942.176758
	Iteration 61Q: 3 clusters Score -1566854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1566854.375000 Penalty: 4942.176758
	Iteration 62Q: 3 clusters Score -1566854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1566854.000000 Penalty: 4942.176758
	Iteration 63Q: 3 clusters Score -1566854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1566854.000000 Penalty: 4942.176758
	Iteration 64F: 3 clusters Score -1566854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 35270 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Entering Unmasked Estep 
Score: -50970000.000000 Penalty: 83058.523438
Splitting cluster 6 changes total score from -50946740.000000 to -50970000.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (35270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Entering Unmasked Estep 
Score: -2870251.250000 Penalty: 2596.755371
	Iteration 0F: 2 clusters Score -2870251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2846357.500000 Penalty: 5193.510742
	Iteration 0F: 3 clusters Score -2846358 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2856438.500000 Penalty: 5193.510742
	Iteration 1F: 3 clusters Score -2856438 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2859458.500000 Penalty: 5193.510742
	Iteration 2F: 3 clusters Score -2859458 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2863420.250000 Penalty: 5193.510742
	Iteration 3F: 3 clusters Score -2863420 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2866903.750000 Penalty: 5193.510742
	Iteration 4F: 3 clusters Score -2866904 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2869079.500000 Penalty: 5193.510742
	Iteration 5F: 3 clusters Score -2869080 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2870490.750000 Penalty: 5193.510742
	Iteration 6F: 3 clusters Score -2870491 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2871620.750000 Penalty: 5193.510742
	Iteration 7Q: 3 clusters Score -2871621 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2872536.750000 Penalty: 5193.510742
	Iteration 8Q: 3 clusters Score -2872537 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2873319.250000 Penalty: 5193.510742
	Iteration 9Q: 3 clusters Score -2873319 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2873918.250000 Penalty: 5193.510742
	Iteration 10Q: 3 clusters Score -2873918 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2874356.500000 Penalty: 5193.510742
	Iteration 11Q: 3 clusters Score -2874356 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2874669.000000 Penalty: 5193.510742
	Iteration 12Q: 3 clusters Score -2874669 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2874955.250000 Penalty: 5193.510742
	Iteration 13Q: 3 clusters Score -2874955 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2875329.500000 Penalty: 5193.510742
	Iteration 14Q: 3 clusters Score -2875330 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2875801.500000 Penalty: 5193.510742
	Iteration 15Q: 3 clusters Score -2875802 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2876559.250000 Penalty: 5193.510742
	Iteration 16Q: 3 clusters Score -2876559 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2877701.250000 Penalty: 5193.510742
	Iteration 17Q: 3 clusters Score -2877701 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2878706.250000 Penalty: 5193.510742
	Iteration 18Q: 3 clusters Score -2878706 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2879232.000000 Penalty: 5193.510742
	Iteration 19Q: 3 clusters Score -2879232 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2879434.000000 Penalty: 5193.510742
	Iteration 20F: 3 clusters Score -2879434 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2879505.000000 Penalty: 5193.510742
	Iteration 21Q: 3 clusters Score -2879505 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2879525.250000 Penalty: 5193.510742
	Iteration 22Q: 3 clusters Score -2879525 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2879544.250000 Penalty: 5193.510742
	Iteration 23Q: 3 clusters Score -2879544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2879551.750000 Penalty: 5193.510742
	Iteration 24Q: 3 clusters Score -2879552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2879550.250000 Penalty: 5193.510742
	Iteration 25Q: 3 clusters Score -2879550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2879543.750000 Penalty: 5193.510742
	Iteration 26Q: 3 clusters Score -2879544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2879542.250000 Penalty: 5193.510742
	Iteration 27Q: 3 clusters Score -2879542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2879545.750000 Penalty: 5193.510742
	Iteration 28Q: 3 clusters Score -2879546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2879547.250000 Penalty: 5193.510742
	Iteration 29Q: 3 clusters Score -2879547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2879543.750000 Penalty: 5193.510742
	Iteration 30Q: 3 clusters Score -2879544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2879552.500000 Penalty: 5193.510742
	Iteration 31Q: 3 clusters Score -2879552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2879556.250000 Penalty: 5193.510742
	Iteration 32Q: 3 clusters Score -2879556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2879554.250000 Penalty: 5193.510742
	Iteration 33Q: 3 clusters Score -2879554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2879557.250000 Penalty: 5193.510742
	Iteration 34Q: 3 clusters Score -2879557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2879559.000000 Penalty: 5193.510742
	Iteration 35Q: 3 clusters Score -2879559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2879559.500000 Penalty: 5193.510742
	Iteration 36Q: 3 clusters Score -2879560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2879569.750000 Penalty: 5193.510742
	Iteration 37Q: 3 clusters Score -2879570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2879571.000000 Penalty: 5193.510742
	Iteration 38Q: 3 clusters Score -2879571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2879570.500000 Penalty: 5193.510742
	Iteration 39Q: 3 clusters Score -2879570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2879567.500000 Penalty: 5193.510742
	Iteration 40F: 3 clusters Score -2879568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2879565.250000 Penalty: 5193.510742
	Iteration 41Q: 3 clusters Score -2879565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2879564.500000 Penalty: 5193.510742
	Iteration 42Q: 3 clusters Score -2879564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2879565.000000 Penalty: 5193.510742
	Iteration 43Q: 3 clusters Score -2879565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2879563.250000 Penalty: 5193.510742
	Iteration 44Q: 3 clusters Score -2879563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2879564.000000 Penalty: 5193.510742
	Iteration 45Q: 3 clusters Score -2879564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2879564.250000 Penalty: 5193.510742
	Iteration 46Q: 3 clusters Score -2879564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2879563.000000 Penalty: 5193.510742
	Iteration 47Q: 3 clusters Score -2879563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2879564.500000 Penalty: 5193.510742
	Iteration 48Q: 3 clusters Score -2879564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2879564.500000 Penalty: 5193.510742
	Iteration 49F: 3 clusters Score -2879564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Entering Unmasked Estep 
Score: -50978420.000000 Penalty: 86380.867188
Splitting cluster 7 changes total score from -50946740.000000 to -50978420.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -638344.625000 Penalty: 2248.799316
	Iteration 0F: 2 clusters Score -638344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -631551.312500 Penalty: 4497.598633
	Iteration 0F: 3 clusters Score -631551.3 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -634872.875000 Penalty: 4497.598633
	Iteration 1F: 3 clusters Score -634872.9 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -639344.875000 Penalty: 4497.598633
	Iteration 2F: 3 clusters Score -639344.9 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -643111.312500 Penalty: 4497.598633
	Iteration 3F: 3 clusters Score -643111.3 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -644330.875000 Penalty: 4497.598633
	Iteration 4F: 3 clusters Score -644330.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -644784.875000 Penalty: 4497.598633
	Iteration 5Q: 3 clusters Score -644784.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -644926.187500 Penalty: 4497.598633
	Iteration 6Q: 3 clusters Score -644926.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -644968.812500 Penalty: 4497.598633
	Iteration 7Q: 3 clusters Score -644968.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -644983.250000 Penalty: 4497.598633
	Iteration 8Q: 3 clusters Score -644983.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -644990.000000 Penalty: 4497.598633
	Iteration 9Q: 3 clusters Score -644990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -644992.062500 Penalty: 4497.598633
	Iteration 10Q: 3 clusters Score -644992.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -644995.312500 Penalty: 4497.598633
	Iteration 11Q: 3 clusters Score -644995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -644997.812500 Penalty: 4497.598633
	Iteration 12Q: 3 clusters Score -644997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -644999.125000 Penalty: 4497.598633
	Iteration 13Q: 3 clusters Score -644999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -644999.687500 Penalty: 4497.598633
	Iteration 14Q: 3 clusters Score -644999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -644997.187500 Penalty: 4497.598633
	Iteration 15Q: 3 clusters Score -644997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -644998.687500 Penalty: 4497.598633
	Iteration 16Q: 3 clusters Score -644998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -645001.625000 Penalty: 4497.598633
	Iteration 17Q: 3 clusters Score -645001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -645002.437500 Penalty: 4497.598633
	Iteration 18Q: 3 clusters Score -645002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -645002.750000 Penalty: 4497.598633
	Iteration 19Q: 3 clusters Score -645002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -645004.000000 Penalty: 4497.598633
	Iteration 20F: 3 clusters Score -645004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -645005.062500 Penalty: 4497.598633
	Iteration 21Q: 3 clusters Score -645005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -645005.812500 Penalty: 4497.598633
	Iteration 22Q: 3 clusters Score -645005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -645003.500000 Penalty: 4497.598633
	Iteration 23Q: 3 clusters Score -645003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -645003.500000 Penalty: 4497.598633
	Iteration 24F: 3 clusters Score -645003.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Entering Unmasked Estep 
Score: -50984092.000000 Penalty: 89703.203125
Splitting cluster 8 changes total score from -50946740.000000 to -50984092.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (9839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Entering Unmasked Estep 
Score: -785180.125000 Penalty: 2280.138916
	Iteration 0F: 2 clusters Score -785180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -777589.875000 Penalty: 4560.277832
	Iteration 0F: 3 clusters Score -777589.9 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -779803.000000 Penalty: 4560.277832
	Iteration 1F: 3 clusters Score -779803 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -780343.687500 Penalty: 4560.277832
	Iteration 2F: 3 clusters Score -780343.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -781074.125000 Penalty: 4560.277832
	Iteration 3F: 3 clusters Score -781074.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -781905.375000 Penalty: 4560.277832
	Iteration 4F: 3 clusters Score -781905.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -782635.375000 Penalty: 4560.277832
	Iteration 5F: 3 clusters Score -782635.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -783094.750000 Penalty: 4560.277832
	Iteration 6F: 3 clusters Score -783094.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -783372.562500 Penalty: 4560.277832
	Iteration 7Q: 3 clusters Score -783372.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -783534.375000 Penalty: 4560.277832
	Iteration 8Q: 3 clusters Score -783534.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -783631.437500 Penalty: 4560.277832
	Iteration 9Q: 3 clusters Score -783631.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -783702.750000 Penalty: 4560.277832
	Iteration 10Q: 3 clusters Score -783702.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -783743.187500 Penalty: 4560.277832
	Iteration 11Q: 3 clusters Score -783743.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -783783.250000 Penalty: 4560.277832
	Iteration 12Q: 3 clusters Score -783783.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -783813.625000 Penalty: 4560.277832
	Iteration 13Q: 3 clusters Score -783813.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -783833.812500 Penalty: 4560.277832
	Iteration 14Q: 3 clusters Score -783833.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -783854.062500 Penalty: 4560.277832
	Iteration 15Q: 3 clusters Score -783854.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -783870.250000 Penalty: 4560.277832
	Iteration 16Q: 3 clusters Score -783870.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -783884.437500 Penalty: 4560.277832
	Iteration 17Q: 3 clusters Score -783884.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -783892.812500 Penalty: 4560.277832
	Iteration 18Q: 3 clusters Score -783892.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -783901.000000 Penalty: 4560.277832
	Iteration 19Q: 3 clusters Score -783901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -783914.000000 Penalty: 4560.277832
	Iteration 20F: 3 clusters Score -783914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -783929.000000 Penalty: 4560.277832
	Iteration 21Q: 3 clusters Score -783929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -783943.750000 Penalty: 4560.277832
	Iteration 22Q: 3 clusters Score -783943.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -783955.875000 Penalty: 4560.277832
	Iteration 23Q: 3 clusters Score -783955.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -783965.812500 Penalty: 4560.277832
	Iteration 24Q: 3 clusters Score -783965.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -783974.437500 Penalty: 4560.277832
	Iteration 25Q: 3 clusters Score -783974.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -783986.375000 Penalty: 4560.277832
	Iteration 26Q: 3 clusters Score -783986.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -783995.312500 Penalty: 4560.277832
	Iteration 27Q: 3 clusters Score -783995.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -784004.062500 Penalty: 4560.277832
	Iteration 28Q: 3 clusters Score -784004.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -784008.812500 Penalty: 4560.277832
	Iteration 29Q: 3 clusters Score -784008.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -784010.687500 Penalty: 4560.277832
	Iteration 30Q: 3 clusters Score -784010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -784015.250000 Penalty: 4560.277832
	Iteration 31Q: 3 clusters Score -784015.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -784018.187500 Penalty: 4560.277832
	Iteration 32Q: 3 clusters Score -784018.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -784020.812500 Penalty: 4560.277832
	Iteration 33Q: 3 clusters Score -784020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -784026.375000 Penalty: 4560.277832
	Iteration 34Q: 3 clusters Score -784026.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -784029.062500 Penalty: 4560.277832
	Iteration 35Q: 3 clusters Score -784029.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -784031.437500 Penalty: 4560.277832
	Iteration 36Q: 3 clusters Score -784031.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -784032.000000 Penalty: 4560.277832
	Iteration 37Q: 3 clusters Score -784032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -784037.312500 Penalty: 4560.277832
	Iteration 38Q: 3 clusters Score -784037.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -784041.250000 Penalty: 4560.277832
	Iteration 39Q: 3 clusters Score -784041.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -784046.062500 Penalty: 4560.277832
	Iteration 40F: 3 clusters Score -784046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -784047.625000 Penalty: 4560.277832
	Iteration 41Q: 3 clusters Score -784047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -784052.562500 Penalty: 4560.277832
	Iteration 42Q: 3 clusters Score -784052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -784055.375000 Penalty: 4560.277832
	Iteration 43Q: 3 clusters Score -784055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -784058.437500 Penalty: 4560.277832
	Iteration 44Q: 3 clusters Score -784058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -784059.312500 Penalty: 4560.277832
	Iteration 45Q: 3 clusters Score -784059.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -784059.687500 Penalty: 4560.277832
	Iteration 46Q: 3 clusters Score -784059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -784062.750000 Penalty: 4560.277832
	Iteration 47Q: 3 clusters Score -784062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -784066.437500 Penalty: 4560.277832
	Iteration 48Q: 3 clusters Score -784066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -784066.500000 Penalty: 4560.277832
	Iteration 49Q: 3 clusters Score -784066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -784068.187500 Penalty: 4560.277832
	Iteration 50Q: 3 clusters Score -784068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -784071.062500 Penalty: 4560.277832
	Iteration 51Q: 3 clusters Score -784071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -784072.500000 Penalty: 4560.277832
	Iteration 52Q: 3 clusters Score -784072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -784073.125000 Penalty: 4560.277832
	Iteration 53Q: 3 clusters Score -784073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -784073.875000 Penalty: 4560.277832
	Iteration 54Q: 3 clusters Score -784073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -784075.375000 Penalty: 4560.277832
	Iteration 55Q: 3 clusters Score -784075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -784074.000000 Penalty: 4560.277832
	Iteration 56Q: 3 clusters Score -784074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -784075.062500 Penalty: 4560.277832
	Iteration 57Q: 3 clusters Score -784075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -784075.062500 Penalty: 4560.277832
	Iteration 58F: 3 clusters Score -784075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -677083.875000 Penalty: 2246.587402
	Iteration 0F: 2 clusters Score -677083.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -670471.625000 Penalty: 4493.174805
	Iteration 0F: 3 clusters Score -670471.6 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -674505.250000 Penalty: 4493.174805
	Iteration 1F: 3 clusters Score -674505.2 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -678192.750000 Penalty: 4493.174805
	Iteration 2F: 3 clusters Score -678192.8 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -682567.125000 Penalty: 4493.174805
	Iteration 3F: 3 clusters Score -682567.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -689625.875000 Penalty: 4493.174805
	Iteration 4F: 3 clusters Score -689625.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -690913.687500 Penalty: 4493.174805
	Iteration 5Q: 3 clusters Score -690913.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -691448.500000 Penalty: 4493.174805
	Iteration 6Q: 3 clusters Score -691448.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -691934.312500 Penalty: 4493.174805
	Iteration 7Q: 3 clusters Score -691934.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -692481.812500 Penalty: 4493.174805
	Iteration 8Q: 3 clusters Score -692481.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -692610.000000 Penalty: 4493.174805
	Iteration 9Q: 3 clusters Score -692610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -692610.000000 Penalty: 4493.174805
	Iteration 10F: 3 clusters Score -692610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 33347 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Entering Unmasked Estep 
Score: -50998464.000000 Penalty: 93025.546875
Splitting cluster 10 changes total score from -50946740.000000 to -50998464.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (33347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Entering Unmasked Estep 
Score: -2865219.500000 Penalty: 2582.851318
	Iteration 0F: 2 clusters Score -2865220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2842604.750000 Penalty: 5165.702637
	Iteration 0F: 3 clusters Score -2842605 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2850869.250000 Penalty: 5165.702637
	Iteration 1F: 3 clusters Score -2850869 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2852019.000000 Penalty: 5165.702637
	Iteration 2F: 3 clusters Score -2852019 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2853439.000000 Penalty: 5165.702637
	Iteration 3F: 3 clusters Score -2853439 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2854980.250000 Penalty: 5165.702637
	Iteration 4F: 3 clusters Score -2854980 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2856827.000000 Penalty: 5165.702637
	Iteration 5F: 3 clusters Score -2856827 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2858995.000000 Penalty: 5165.702637
	Iteration 6F: 3 clusters Score -2858995 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2861170.500000 Penalty: 5165.702637
	Iteration 7F: 3 clusters Score -2861170 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2862828.250000 Penalty: 5165.702637
	Iteration 8F: 3 clusters Score -2862828 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2864019.250000 Penalty: 5165.702637
	Iteration 9Q: 3 clusters Score -2864019 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2865058.000000 Penalty: 5165.702637
	Iteration 10Q: 3 clusters Score -2865058 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2866079.000000 Penalty: 5165.702637
	Iteration 11Q: 3 clusters Score -2866079 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2866932.500000 Penalty: 5165.702637
	Iteration 12Q: 3 clusters Score -2866932 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2867467.500000 Penalty: 5165.702637
	Iteration 13Q: 3 clusters Score -2867468 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2867776.250000 Penalty: 5165.702637
	Iteration 14Q: 3 clusters Score -2867776 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2867936.750000 Penalty: 5165.702637
	Iteration 15Q: 3 clusters Score -2867937 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2868027.250000 Penalty: 5165.702637
	Iteration 16Q: 3 clusters Score -2868027 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2868064.500000 Penalty: 5165.702637
	Iteration 17Q: 3 clusters Score -2868064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2868094.250000 Penalty: 5165.702637
	Iteration 18Q: 3 clusters Score -2868094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2868103.500000 Penalty: 5165.702637
	Iteration 19Q: 3 clusters Score -2868104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2868118.500000 Penalty: 5165.702637
	Iteration 20F: 3 clusters Score -2868118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -2868123.500000 Penalty: 5165.702637
	Iteration 21Q: 3 clusters Score -2868124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2868123.250000 Penalty: 5165.702637
	Iteration 22Q: 3 clusters Score -2868123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2868124.750000 Penalty: 5165.702637
	Iteration 23Q: 3 clusters Score -2868125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2868128.750000 Penalty: 5165.702637
	Iteration 24Q: 3 clusters Score -2868129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2868133.750000 Penalty: 5165.702637
	Iteration 25Q: 3 clusters Score -2868134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2868135.750000 Penalty: 5165.702637
	Iteration 26Q: 3 clusters Score -2868136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2868135.750000 Penalty: 5165.702637
	Iteration 27F: 3 clusters Score -2868136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Entering Unmasked Estep 
Score: -51000824.000000 Penalty: 96347.882812
Splitting cluster 11 changes total score from -50946740.000000 to -51000824.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (14600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Entering Unmasked Estep 
Score: -1136501.125000 Penalty: 2378.016602
	Iteration 0F: 2 clusters Score -1136501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1125968.000000 Penalty: 4756.033203
	Iteration 0F: 3 clusters Score -1125968 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1130363.125000 Penalty: 4756.033203
	Iteration 1F: 3 clusters Score -1130363 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1132250.250000 Penalty: 4756.033203
	Iteration 2F: 3 clusters Score -1132250 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1134325.375000 Penalty: 4756.033203
	Iteration 3F: 3 clusters Score -1134325 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1136127.625000 Penalty: 4756.033203
	Iteration 4F: 3 clusters Score -1136128 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1137277.375000 Penalty: 4756.033203
	Iteration 5F: 3 clusters Score -1137277 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1137875.750000 Penalty: 4756.033203
	Iteration 6F: 3 clusters Score -1137876 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1138272.375000 Penalty: 4756.033203
	Iteration 7Q: 3 clusters Score -1138272 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1138587.500000 Penalty: 4756.033203
	Iteration 8Q: 3 clusters Score -1138588 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1138885.125000 Penalty: 4756.033203
	Iteration 9Q: 3 clusters Score -1138885 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1139232.250000 Penalty: 4756.033203
	Iteration 10Q: 3 clusters Score -1139232 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1139642.000000 Penalty: 4756.033203
	Iteration 11Q: 3 clusters Score -1139642 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1140065.750000 Penalty: 4756.033203
	Iteration 12Q: 3 clusters Score -1140066 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1140394.875000 Penalty: 4756.033203
	Iteration 13Q: 3 clusters Score -1140395 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1140587.375000 Penalty: 4756.033203
	Iteration 14Q: 3 clusters Score -1140587 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1140666.875000 Penalty: 4756.033203
	Iteration 15Q: 3 clusters Score -1140667 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1140717.250000 Penalty: 4756.033203
	Iteration 16Q: 3 clusters Score -1140717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1140745.875000 Penalty: 4756.033203
	Iteration 17Q: 3 clusters Score -1140746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1140767.375000 Penalty: 4756.033203
	Iteration 18Q: 3 clusters Score -1140767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1140783.125000 Penalty: 4756.033203
	Iteration 19Q: 3 clusters Score -1140783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1140795.125000 Penalty: 4756.033203
	Iteration 20F: 3 clusters Score -1140795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1140803.625000 Penalty: 4756.033203
	Iteration 21Q: 3 clusters Score -1140804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1140811.375000 Penalty: 4756.033203
	Iteration 22Q: 3 clusters Score -1140811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1140810.625000 Penalty: 4756.033203
	Iteration 23Q: 3 clusters Score -1140811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1140813.125000 Penalty: 4756.033203
	Iteration 24Q: 3 clusters Score -1140813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1140816.875000 Penalty: 4756.033203
	Iteration 25Q: 3 clusters Score -1140817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1140812.500000 Penalty: 4756.033203
	Iteration 26Q: 3 clusters Score -1140812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1140813.750000 Penalty: 4756.033203
	Iteration 27Q: 3 clusters Score -1140814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1140816.250000 Penalty: 4756.033203
	Iteration 28Q: 3 clusters Score -1140816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1140812.500000 Penalty: 4756.033203
	Iteration 29Q: 3 clusters Score -1140812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1140813.750000 Penalty: 4756.033203
	Iteration 30Q: 3 clusters Score -1140814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1140813.250000 Penalty: 4756.033203
	Iteration 31Q: 3 clusters Score -1140813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1140812.500000 Penalty: 4756.033203
	Iteration 32Q: 3 clusters Score -1140812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1140813.875000 Penalty: 4756.033203
	Iteration 33Q: 3 clusters Score -1140814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1140815.500000 Penalty: 4756.033203
	Iteration 34Q: 3 clusters Score -1140816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1140815.875000 Penalty: 4756.033203
	Iteration 35Q: 3 clusters Score -1140816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1140816.750000 Penalty: 4756.033203
	Iteration 36Q: 3 clusters Score -1140817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1140816.000000 Penalty: 4756.033203
	Iteration 37Q: 3 clusters Score -1140816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1140815.750000 Penalty: 4756.033203
	Iteration 38Q: 3 clusters Score -1140816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1140816.375000 Penalty: 4756.033203
	Iteration 39Q: 3 clusters Score -1140816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1140817.375000 Penalty: 4756.033203
	Iteration 40F: 3 clusters Score -1140817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Entering Unmasked Estep 
Score: -51004200.000000 Penalty: 99670.226562
Splitting cluster 13 changes total score from -50946740.000000 to -51004200.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -4453279.500000 Penalty: 2711.140381
	Iteration 0F: 2 clusters Score -4453280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4415607.000000 Penalty: 5422.280762
	Iteration 0F: 3 clusters Score -4415607 nChanged 26022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4432084.000000 Penalty: 5422.280762
	Iteration 1F: 3 clusters Score -4432084 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -4437610.000000 Penalty: 5422.280762
	Iteration 2F: 3 clusters Score -4437610 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4446984.500000 Penalty: 5422.280762
	Iteration 3F: 3 clusters Score -4446984 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4455340.000000 Penalty: 5422.280762
	Iteration 4F: 3 clusters Score -4455340 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4459895.500000 Penalty: 5422.280762
	Iteration 5F: 3 clusters Score -4459896 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4462631.000000 Penalty: 5422.280762
	Iteration 6F: 3 clusters Score -4462631 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -4464685.000000 Penalty: 5422.280762
	Iteration 7Q: 3 clusters Score -4464685 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -4466928.000000 Penalty: 5422.280762
	Iteration 8Q: 3 clusters Score -4466928 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4468888.000000 Penalty: 5422.280762
	Iteration 9Q: 3 clusters Score -4468888 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4469858.500000 Penalty: 5422.280762
	Iteration 10Q: 3 clusters Score -4469858 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4470395.500000 Penalty: 5422.280762
	Iteration 11Q: 3 clusters Score -4470396 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4470727.000000 Penalty: 5422.280762
	Iteration 12Q: 3 clusters Score -4470727 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4470958.500000 Penalty: 5422.280762
	Iteration 13Q: 3 clusters Score -4470958 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4471084.500000 Penalty: 5422.280762
	Iteration 14Q: 3 clusters Score -4471084 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4471190.500000 Penalty: 5422.280762
	Iteration 15Q: 3 clusters Score -4471190 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4471262.000000 Penalty: 5422.280762
	Iteration 16Q: 3 clusters Score -4471262 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -4471334.500000 Penalty: 5422.280762
	Iteration 17Q: 3 clusters Score -4471334 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4471380.500000 Penalty: 5422.280762
	Iteration 18Q: 3 clusters Score -4471380 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -4471405.500000 Penalty: 5422.280762
	Iteration 19Q: 3 clusters Score -4471406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4471429.500000 Penalty: 5422.280762
	Iteration 20F: 3 clusters Score -4471430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4471425.500000 Penalty: 5422.280762
	Iteration 21Q: 3 clusters Score -4471426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -4471454.500000 Penalty: 5422.280762
	Iteration 22Q: 3 clusters Score -4471454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4471486.500000 Penalty: 5422.280762
	Iteration 23Q: 3 clusters Score -4471486 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4471484.000000 Penalty: 5422.280762
	Iteration 24Q: 3 clusters Score -4471484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4471509.000000 Penalty: 5422.280762
	Iteration 25Q: 3 clusters Score -4471509 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4471533.500000 Penalty: 5422.280762
	Iteration 26Q: 3 clusters Score -4471534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4471538.000000 Penalty: 5422.280762
	Iteration 27Q: 3 clusters Score -4471538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4471550.500000 Penalty: 5422.280762
	Iteration 28Q: 3 clusters Score -4471550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4471565.500000 Penalty: 5422.280762
	Iteration 29Q: 3 clusters Score -4471566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4471590.000000 Penalty: 5422.280762
	Iteration 30Q: 3 clusters Score -4471590 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -4471606.500000 Penalty: 5422.280762
	Iteration 31Q: 3 clusters Score -4471606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4471634.500000 Penalty: 5422.280762
	Iteration 32Q: 3 clusters Score -4471634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4471627.500000 Penalty: 5422.280762
	Iteration 33Q: 3 clusters Score -4471628 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4471628.000000 Penalty: 5422.280762
	Iteration 34Q: 3 clusters Score -4471628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4471641.000000 Penalty: 5422.280762
	Iteration 35Q: 3 clusters Score -4471641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4471667.000000 Penalty: 5422.280762
	Iteration 36Q: 3 clusters Score -4471667 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4471695.500000 Penalty: 5422.280762
	Iteration 37Q: 3 clusters Score -4471696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4471713.500000 Penalty: 5422.280762
	Iteration 38Q: 3 clusters Score -4471714 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4471747.500000 Penalty: 5422.280762
	Iteration 39Q: 3 clusters Score -4471748 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4471804.500000 Penalty: 5422.280762
	Iteration 40F: 3 clusters Score -4471804 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4471828.000000 Penalty: 5422.280762
	Iteration 41Q: 3 clusters Score -4471828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4471888.000000 Penalty: 5422.280762
	Iteration 42Q: 3 clusters Score -4471888 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4471935.500000 Penalty: 5422.280762
	Iteration 43Q: 3 clusters Score -4471936 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4472003.000000 Penalty: 5422.280762
	Iteration 44Q: 3 clusters Score -4472003 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4472046.500000 Penalty: 5422.280762
	Iteration 45Q: 3 clusters Score -4472046 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -4472117.500000 Penalty: 5422.280762
	Iteration 46Q: 3 clusters Score -4472118 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4472165.500000 Penalty: 5422.280762
	Iteration 47Q: 3 clusters Score -4472166 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4472219.000000 Penalty: 5422.280762
	Iteration 48Q: 3 clusters Score -4472219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4472247.000000 Penalty: 5422.280762
	Iteration 49Q: 3 clusters Score -4472247 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4472299.000000 Penalty: 5422.280762
	Iteration 50Q: 3 clusters Score -4472299 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4472345.500000 Penalty: 5422.280762
	Iteration 51Q: 3 clusters Score -4472346 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4472381.000000 Penalty: 5422.280762
	Iteration 52Q: 3 clusters Score -4472381 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4472419.500000 Penalty: 5422.280762
	Iteration 53Q: 3 clusters Score -4472420 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4472435.500000 Penalty: 5422.280762
	Iteration 54Q: 3 clusters Score -4472436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4472433.500000 Penalty: 5422.280762
	Iteration 55Q: 3 clusters Score -4472434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4472448.500000 Penalty: 5422.280762
	Iteration 56Q: 3 clusters Score -4472448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -4472468.000000 Penalty: 5422.280762
	Iteration 57Q: 3 clusters Score -4472468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4472482.500000 Penalty: 5422.280762
	Iteration 58Q: 3 clusters Score -4472482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4472481.500000 Penalty: 5422.280762
	Iteration 59Q: 3 clusters Score -4472482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4472472.000000 Penalty: 5422.280762
	Iteration 60F: 3 clusters Score -4472472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4472478.000000 Penalty: 5422.280762
	Iteration 61Q: 3 clusters Score -4472478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4472473.500000 Penalty: 5422.280762
	Iteration 62Q: 3 clusters Score -4472474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4472475.500000 Penalty: 5422.280762
	Iteration 63Q: 3 clusters Score -4472476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4472480.000000 Penalty: 5422.280762
	Iteration 64Q: 3 clusters Score -4472480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4472479.000000 Penalty: 5422.280762
	Iteration 65Q: 3 clusters Score -4472479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -4472479.000000 Penalty: 5422.280762
	Iteration 66Q: 3 clusters Score -4472479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4472480.500000 Penalty: 5422.280762
	Iteration 67Q: 3 clusters Score -4472480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4472486.500000 Penalty: 5422.280762
	Iteration 68Q: 3 clusters Score -4472486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4472487.500000 Penalty: 5422.280762
	Iteration 69Q: 3 clusters Score -4472488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4472489.000000 Penalty: 5422.280762
	Iteration 70Q: 3 clusters Score -4472489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4472482.500000 Penalty: 5422.280762
	Iteration 71Q: 3 clusters Score -4472482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4472481.500000 Penalty: 5422.280762
	Iteration 72Q: 3 clusters Score -4472482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4472487.500000 Penalty: 5422.280762
	Iteration 73Q: 3 clusters Score -4472488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4472489.500000 Penalty: 5422.280762
	Iteration 74Q: 3 clusters Score -4472490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4472492.000000 Penalty: 5422.280762
	Iteration 75Q: 3 clusters Score -4472492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4472492.000000 Penalty: 5422.280762
	Iteration 76Q: 3 clusters Score -4472492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4472493.000000 Penalty: 5422.280762
	Iteration 77Q: 3 clusters Score -4472493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4472494.500000 Penalty: 5422.280762
	Iteration 78Q: 3 clusters Score -4472494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4472494.500000 Penalty: 5422.280762
	Iteration 79F: 3 clusters Score -4472494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 142504 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Entering Unmasked Estep 
Score: -51023156.000000 Penalty: 102992.570312
Splitting cluster 14 changes total score from -50946740.000000 to -51023156.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (142504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Entering Unmasked Estep 
Score: -11221225.000000 Penalty: 2943.047119
	Iteration 0F: 2 clusters Score -1.122122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -11125961.000000 Penalty: 5886.094238
	Iteration 0F: 3 clusters Score -1.112596e+07 nChanged 67989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -11166983.000000 Penalty: 5886.094238
	Iteration 1F: 3 clusters Score -1.116698e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -11170889.000000 Penalty: 5886.094238
	Iteration 2Q: 3 clusters Score -1.117089e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -11176970.000000 Penalty: 5886.094238
	Iteration 3F: 3 clusters Score -1.117697e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -11184015.000000 Penalty: 5886.094238
	Iteration 4F: 3 clusters Score -1.118402e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -11191507.000000 Penalty: 5886.094238
	Iteration 5F: 3 clusters Score -1.119151e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -11198578.000000 Penalty: 5886.094238
	Iteration 6F: 3 clusters Score -1.119858e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -11204995.000000 Penalty: 5886.094238
	Iteration 7F: 3 clusters Score -1.1205e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -11211575.000000 Penalty: 5886.094238
	Iteration 8F: 3 clusters Score -1.121158e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -11218799.000000 Penalty: 5886.094238
	Iteration 9F: 3 clusters Score -1.12188e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -11225138.000000 Penalty: 5886.094238
	Iteration 10Q: 3 clusters Score -1.122514e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -11228893.000000 Penalty: 5886.094238
	Iteration 11Q: 3 clusters Score -1.122889e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -11230952.000000 Penalty: 5886.094238
	Iteration 12Q: 3 clusters Score -1.123095e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -11232096.000000 Penalty: 5886.094238
	Iteration 13Q: 3 clusters Score -1.12321e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -11232659.000000 Penalty: 5886.094238
	Iteration 14Q: 3 clusters Score -1.123266e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -11232995.000000 Penalty: 5886.094238
	Iteration 15Q: 3 clusters Score -1.1233e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -11233203.000000 Penalty: 5886.094238
	Iteration 16Q: 3 clusters Score -1.12332e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -11233335.000000 Penalty: 5886.094238
	Iteration 17Q: 3 clusters Score -1.123334e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -11233393.000000 Penalty: 5886.094238
	Iteration 18Q: 3 clusters Score -1.123339e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -11233472.000000 Penalty: 5886.094238
	Iteration 19Q: 3 clusters Score -1.123347e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 66604 members 
Entering Unmasked Estep 
Score: -11233535.000000 Penalty: 5886.094238
	Iteration 20F: 3 clusters Score -1.123354e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -11233556.000000 Penalty: 5886.094238
	Iteration 21Q: 3 clusters Score -1.123356e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -11233628.000000 Penalty: 5886.094238
	Iteration 22Q: 3 clusters Score -1.123363e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -11233701.000000 Penalty: 5886.094238
	Iteration 23Q: 3 clusters Score -1.12337e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -11233748.000000 Penalty: 5886.094238
	Iteration 24Q: 3 clusters Score -1.123375e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -11233737.000000 Penalty: 5886.094238
	Iteration 25Q: 3 clusters Score -1.123374e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -11233731.000000 Penalty: 5886.094238
	Iteration 26Q: 3 clusters Score -1.123373e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -11233774.000000 Penalty: 5886.094238
	Iteration 27Q: 3 clusters Score -1.123377e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -11233789.000000 Penalty: 5886.094238
	Iteration 28Q: 3 clusters Score -1.123379e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -11233844.000000 Penalty: 5886.094238
	Iteration 29Q: 3 clusters Score -1.123384e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -11233848.000000 Penalty: 5886.094238
	Iteration 30Q: 3 clusters Score -1.123385e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -11233856.000000 Penalty: 5886.094238
	Iteration 31Q: 3 clusters Score -1.123386e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -11233850.000000 Penalty: 5886.094238
	Iteration 32Q: 3 clusters Score -1.123385e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -11233875.000000 Penalty: 5886.094238
	Iteration 33Q: 3 clusters Score -1.123388e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -11233869.000000 Penalty: 5886.094238
	Iteration 34Q: 3 clusters Score -1.123387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71879 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -11233888.000000 Penalty: 5886.094238
	Iteration 35Q: 3 clusters Score -1.123389e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -11233880.000000 Penalty: 5886.094238
	Iteration 36Q: 3 clusters Score -1.123388e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -11233895.000000 Penalty: 5886.094238
	Iteration 37Q: 3 clusters Score -1.12339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71578 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -11233898.000000 Penalty: 5886.094238
	Iteration 38Q: 3 clusters Score -1.12339e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -11233904.000000 Penalty: 5886.094238
	Iteration 39Q: 3 clusters Score -1.12339e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -11233914.000000 Penalty: 5886.094238
	Iteration 40F: 3 clusters Score -1.123391e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -11233906.000000 Penalty: 5886.094238
	Iteration 41Q: 3 clusters Score -1.123391e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -11233894.000000 Penalty: 5886.094238
	Iteration 42Q: 3 clusters Score -1.123389e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -11233911.000000 Penalty: 5886.094238
	Iteration 43Q: 3 clusters Score -1.123391e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -11233898.000000 Penalty: 5886.094238
	Iteration 44Q: 3 clusters Score -1.12339e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -11233902.000000 Penalty: 5886.094238
	Iteration 45Q: 3 clusters Score -1.12339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -11233904.000000 Penalty: 5886.094238
	Iteration 46Q: 3 clusters Score -1.12339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71046 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -11233919.000000 Penalty: 5886.094238
	Iteration 47Q: 3 clusters Score -1.123392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -11233908.000000 Penalty: 5886.094238
	Iteration 48Q: 3 clusters Score -1.123391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 71523 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 49Q: 3 clusters Score -1.123392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 50Q: 3 clusters Score -1.123392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -11233928.000000 Penalty: 5886.094238
	Iteration 51Q: 3 clusters Score -1.123393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -11233928.000000 Penalty: 5886.094238
	Iteration 52Q: 3 clusters Score -1.123393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 53Q: 3 clusters Score -1.123392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 54Q: 3 clusters Score -1.123392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -11233932.000000 Penalty: 5886.094238
	Iteration 55Q: 3 clusters Score -1.123393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 56Q: 3 clusters Score -1.123392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -11233923.000000 Penalty: 5886.094238
	Iteration 57Q: 3 clusters Score -1.123392e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -11233916.000000 Penalty: 5886.094238
	Iteration 58Q: 3 clusters Score -1.123392e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -11233906.000000 Penalty: 5886.094238
	Iteration 59Q: 3 clusters Score -1.123391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -11233907.000000 Penalty: 5886.094238
	Iteration 60F: 3 clusters Score -1.123391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -11233907.000000 Penalty: 5886.094238
	Iteration 61Q: 3 clusters Score -1.123391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -11233913.000000 Penalty: 5886.094238
	Iteration 62Q: 3 clusters Score -1.123391e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 71977 members 
Entering Unmasked Estep 
Score: -11233905.000000 Penalty: 5886.094238
	Iteration 63Q: 3 clusters Score -1.12339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -11233906.000000 Penalty: 5886.094238
	Iteration 64Q: 3 clusters Score -1.123391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 72034 members 
Entering Unmasked Estep 
Score: -11233907.000000 Penalty: 5886.094238
	Iteration 65Q: 3 clusters Score -1.123391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 66Q: 3 clusters Score -1.123392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -11233913.000000 Penalty: 5886.094238
	Iteration 67Q: 3 clusters Score -1.123391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -11233916.000000 Penalty: 5886.094238
	Iteration 68Q: 3 clusters Score -1.123392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -11233917.000000 Penalty: 5886.094238
	Iteration 69Q: 3 clusters Score -1.123392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -11233919.000000 Penalty: 5886.094238
	Iteration 70Q: 3 clusters Score -1.123392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -11233915.000000 Penalty: 5886.094238
	Iteration 71Q: 3 clusters Score -1.123392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -11233910.000000 Penalty: 5886.094238
	Iteration 72Q: 3 clusters Score -1.123391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -11233912.000000 Penalty: 5886.094238
	Iteration 73Q: 3 clusters Score -1.123391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -11233912.000000 Penalty: 5886.094238
	Iteration 74Q: 3 clusters Score -1.123391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -11233917.000000 Penalty: 5886.094238
	Iteration 75Q: 3 clusters Score -1.123392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -11233923.000000 Penalty: 5886.094238
	Iteration 76Q: 3 clusters Score -1.123392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -11233909.000000 Penalty: 5886.094238
	Iteration 77Q: 3 clusters Score -1.123391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -11233918.000000 Penalty: 5886.094238
	Iteration 78Q: 3 clusters Score -1.123392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -11233913.000000 Penalty: 5886.094238
	Iteration 79Q: 3 clusters Score -1.123391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -11233917.000000 Penalty: 5886.094238
	Iteration 80F: 3 clusters Score -1.123392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -11233924.000000 Penalty: 5886.094238
	Iteration 81Q: 3 clusters Score -1.123392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -11233919.000000 Penalty: 5886.094238
	Iteration 82Q: 3 clusters Score -1.123392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70320 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -11233913.000000 Penalty: 5886.094238
	Iteration 83Q: 3 clusters Score -1.123391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -11233926.000000 Penalty: 5886.094238
	Iteration 84Q: 3 clusters Score -1.123393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
Score: -11233929.000000 Penalty: 5886.094238
	Iteration 85Q: 3 clusters Score -1.123393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -11233923.000000 Penalty: 5886.094238
	Iteration 86Q: 3 clusters Score -1.123392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -11233923.000000 Penalty: 5886.094238
	Iteration 87Q: 3 clusters Score -1.123392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -11233927.000000 Penalty: 5886.094238
	Iteration 88Q: 3 clusters Score -1.123393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -11233921.000000 Penalty: 5886.094238
	Iteration 89Q: 3 clusters Score -1.123392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -11233924.000000 Penalty: 5886.094238
	Iteration 90Q: 3 clusters Score -1.123392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -11233934.000000 Penalty: 5886.094238
	Iteration 91Q: 3 clusters Score -1.123393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -11233934.000000 Penalty: 5886.094238
	Iteration 92Q: 3 clusters Score -1.123393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -11233934.000000 Penalty: 5886.094238
	Iteration 93F: 3 clusters Score -1.123393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Mstep: Class 32 contains 72232 members 
Entering Unmasked Estep 
Score: -51035288.000000 Penalty: 106314.906250
Splitting cluster 15 changes total score from -50946740.000000 to -51035288.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (27938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Entering Unmasked Estep 
Score: -2248262.250000 Penalty: 2538.960449
	Iteration 0F: 2 clusters Score -2248262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2229179.500000 Penalty: 5077.920898
	Iteration 0F: 3 clusters Score -2229180 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2239592.000000 Penalty: 5077.920898
	Iteration 1F: 3 clusters Score -2239592 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2243131.750000 Penalty: 5077.920898
	Iteration 2F: 3 clusters Score -2243132 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2246557.750000 Penalty: 5077.920898
	Iteration 3F: 3 clusters Score -2246558 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2248674.000000 Penalty: 5077.920898
	Iteration 4F: 3 clusters Score -2248674 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2249644.000000 Penalty: 5077.920898
	Iteration 5F: 3 clusters Score -2249644 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2250068.250000 Penalty: 5077.920898
	Iteration 6Q: 3 clusters Score -2250068 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2250264.250000 Penalty: 5077.920898
	Iteration 7Q: 3 clusters Score -2250264 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2250384.000000 Penalty: 5077.920898
	Iteration 8Q: 3 clusters Score -2250384 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2250461.750000 Penalty: 5077.920898
	Iteration 9Q: 3 clusters Score -2250462 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2250546.500000 Penalty: 5077.920898
	Iteration 10Q: 3 clusters Score -2250546 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2250611.500000 Penalty: 5077.920898
	Iteration 11Q: 3 clusters Score -2250612 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2250695.250000 Penalty: 5077.920898
	Iteration 12Q: 3 clusters Score -2250695 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2250740.000000 Penalty: 5077.920898
	Iteration 13Q: 3 clusters Score -2250740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2250789.500000 Penalty: 5077.920898
	Iteration 14Q: 3 clusters Score -2250790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2250836.750000 Penalty: 5077.920898
	Iteration 15Q: 3 clusters Score -2250837 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2250888.250000 Penalty: 5077.920898
	Iteration 16Q: 3 clusters Score -2250888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -2250935.000000 Penalty: 5077.920898
	Iteration 17Q: 3 clusters Score -2250935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2250948.000000 Penalty: 5077.920898
	Iteration 18Q: 3 clusters Score -2250948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2250972.750000 Penalty: 5077.920898
	Iteration 19Q: 3 clusters Score -2250973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2251006.000000 Penalty: 5077.920898
	Iteration 20F: 3 clusters Score -2251006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2251025.500000 Penalty: 5077.920898
	Iteration 21Q: 3 clusters Score -2251026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -2251041.500000 Penalty: 5077.920898
	Iteration 22Q: 3 clusters Score -2251042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2251055.000000 Penalty: 5077.920898
	Iteration 23Q: 3 clusters Score -2251055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2251067.000000 Penalty: 5077.920898
	Iteration 24Q: 3 clusters Score -2251067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2251073.500000 Penalty: 5077.920898
	Iteration 25Q: 3 clusters Score -2251074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -2251079.250000 Penalty: 5077.920898
	Iteration 26Q: 3 clusters Score -2251079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2251090.000000 Penalty: 5077.920898
	Iteration 27Q: 3 clusters Score -2251090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2251095.500000 Penalty: 5077.920898
	Iteration 28Q: 3 clusters Score -2251096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -2251112.750000 Penalty: 5077.920898
	Iteration 29Q: 3 clusters Score -2251113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2251118.500000 Penalty: 5077.920898
	Iteration 30Q: 3 clusters Score -2251118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2251128.000000 Penalty: 5077.920898
	Iteration 31Q: 3 clusters Score -2251128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2251127.250000 Penalty: 5077.920898
	Iteration 32Q: 3 clusters Score -2251127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -2251136.000000 Penalty: 5077.920898
	Iteration 33Q: 3 clusters Score -2251136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2251144.250000 Penalty: 5077.920898
	Iteration 34Q: 3 clusters Score -2251144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2251149.250000 Penalty: 5077.920898
	Iteration 35Q: 3 clusters Score -2251149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2251161.000000 Penalty: 5077.920898
	Iteration 36Q: 3 clusters Score -2251161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2251169.250000 Penalty: 5077.920898
	Iteration 37Q: 3 clusters Score -2251169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2251173.250000 Penalty: 5077.920898
	Iteration 38Q: 3 clusters Score -2251173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2251173.750000 Penalty: 5077.920898
	Iteration 39Q: 3 clusters Score -2251174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2251174.000000 Penalty: 5077.920898
	Iteration 40F: 3 clusters Score -2251174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2251183.500000 Penalty: 5077.920898
	Iteration 41Q: 3 clusters Score -2251184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -2251194.250000 Penalty: 5077.920898
	Iteration 42Q: 3 clusters Score -2251194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -2251197.000000 Penalty: 5077.920898
	Iteration 43Q: 3 clusters Score -2251197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2251199.500000 Penalty: 5077.920898
	Iteration 44Q: 3 clusters Score -2251200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2251202.000000 Penalty: 5077.920898
	Iteration 45Q: 3 clusters Score -2251202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2251198.750000 Penalty: 5077.920898
	Iteration 46Q: 3 clusters Score -2251199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2251205.000000 Penalty: 5077.920898
	Iteration 47Q: 3 clusters Score -2251205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2251216.000000 Penalty: 5077.920898
	Iteration 48Q: 3 clusters Score -2251216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2251215.000000 Penalty: 5077.920898
	Iteration 49Q: 3 clusters Score -2251215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -2251220.000000 Penalty: 5077.920898
	Iteration 50Q: 3 clusters Score -2251220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2251228.000000 Penalty: 5077.920898
	Iteration 51Q: 3 clusters Score -2251228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -2251228.000000 Penalty: 5077.920898
	Iteration 52Q: 3 clusters Score -2251228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2251227.750000 Penalty: 5077.920898
	Iteration 53Q: 3 clusters Score -2251228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2251230.750000 Penalty: 5077.920898
	Iteration 54Q: 3 clusters Score -2251231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2251236.000000 Penalty: 5077.920898
	Iteration 55Q: 3 clusters Score -2251236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -2251235.750000 Penalty: 5077.920898
	Iteration 56Q: 3 clusters Score -2251236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2251239.250000 Penalty: 5077.920898
	Iteration 57Q: 3 clusters Score -2251239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2251245.500000 Penalty: 5077.920898
	Iteration 58Q: 3 clusters Score -2251246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2251245.000000 Penalty: 5077.920898
	Iteration 59Q: 3 clusters Score -2251245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -2251251.000000 Penalty: 5077.920898
	Iteration 60F: 3 clusters Score -2251251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2251245.750000 Penalty: 5077.920898
	Iteration 61Q: 3 clusters Score -2251246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2251247.750000 Penalty: 5077.920898
	Iteration 62Q: 3 clusters Score -2251248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -2251255.500000 Penalty: 5077.920898
	Iteration 63Q: 3 clusters Score -2251256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2251263.000000 Penalty: 5077.920898
	Iteration 64Q: 3 clusters Score -2251263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -2251265.000000 Penalty: 5077.920898
	Iteration 65Q: 3 clusters Score -2251265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2251266.000000 Penalty: 5077.920898
	Iteration 66Q: 3 clusters Score -2251266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2251269.250000 Penalty: 5077.920898
	Iteration 67Q: 3 clusters Score -2251269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2251270.000000 Penalty: 5077.920898
	Iteration 68Q: 3 clusters Score -2251270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2251276.000000 Penalty: 5077.920898
	Iteration 69Q: 3 clusters Score -2251276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -2251277.000000 Penalty: 5077.920898
	Iteration 70Q: 3 clusters Score -2251277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2251280.750000 Penalty: 5077.920898
	Iteration 71Q: 3 clusters Score -2251281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2251281.000000 Penalty: 5077.920898
	Iteration 72Q: 3 clusters Score -2251281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -2251281.750000 Penalty: 5077.920898
	Iteration 73Q: 3 clusters Score -2251282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2251282.250000 Penalty: 5077.920898
	Iteration 74Q: 3 clusters Score -2251282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -2251286.750000 Penalty: 5077.920898
	Iteration 75Q: 3 clusters Score -2251287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2251295.250000 Penalty: 5077.920898
	Iteration 76Q: 3 clusters Score -2251295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2251292.500000 Penalty: 5077.920898
	Iteration 77Q: 3 clusters Score -2251292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2251294.750000 Penalty: 5077.920898
	Iteration 78Q: 3 clusters Score -2251295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2251292.500000 Penalty: 5077.920898
	Iteration 79Q: 3 clusters Score -2251292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2251294.000000 Penalty: 5077.920898
	Iteration 80F: 3 clusters Score -2251294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -2251292.000000 Penalty: 5077.920898
	Iteration 81Q: 3 clusters Score -2251292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -2251294.250000 Penalty: 5077.920898
	Iteration 82Q: 3 clusters Score -2251294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -2251294.250000 Penalty: 5077.920898
	Iteration 83F: 3 clusters Score -2251294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 11013 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Mstep: Class 32 contains 72232 members 
Mstep: Class 33 contains 26180 members 
Entering Unmasked Estep 
Score: -51037524.000000 Penalty: 109637.250000
Splitting cluster 16 changes total score from -50946740.000000 to -51037524.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -668255.750000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -668255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -660097.937500 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -660097.9 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -664563.750000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -664563.8 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -667389.437500 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -667389.4 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -669976.875000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -669976.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -671613.812500 Penalty: 4616.188477
	Iteration 4F: 3 clusters Score -671613.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -672433.250000 Penalty: 4616.188477
	Iteration 5F: 3 clusters Score -672433.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -672808.125000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -672808.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -673025.062500 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -673025.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -673178.812500 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -673178.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -673313.625000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -673313.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -673458.000000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -673458 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -673588.375000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -673588.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -673725.187500 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -673725.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -673874.500000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -673874.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -674044.437500 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -674044.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -674238.250000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -674238.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -674383.875000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -674383.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -674505.062500 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -674505.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -674593.312500 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -674593.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -674682.812500 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -674682.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -674751.312500 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -674751.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -674811.312500 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -674811.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -674852.625000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -674852.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -674884.687500 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -674884.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -674903.687500 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -674903.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -674922.750000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -674922.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -674938.375000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -674938.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -674950.750000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -674950.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -674962.937500 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -674962.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -674970.312500 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -674970.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -674976.312500 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -674976.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -674984.875000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -674984.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -674996.437500 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -674996.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -675002.812500 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -675002.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -675004.500000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -675004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -675006.437500 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -675006.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -675010.437500 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -675010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -675011.187500 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -675011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -675012.375000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -675012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -675014.437500 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -675014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -675016.375000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -675016.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -675017.312500 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -675017.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -675019.250000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -675019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -675017.875000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -675017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -675019.187500 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -675019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -675018.875000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -675018.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -675020.937500 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -675020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -675022.062500 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -675022.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -675023.750000 Penalty: 4616.188477
	Iteration 48Q: 3 clusters Score -675023.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -675024.375000 Penalty: 4616.188477
	Iteration 49Q: 3 clusters Score -675024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -675023.750000 Penalty: 4616.188477
	Iteration 50Q: 3 clusters Score -675023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -675026.437500 Penalty: 4616.188477
	Iteration 51Q: 3 clusters Score -675026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -675025.625000 Penalty: 4616.188477
	Iteration 52Q: 3 clusters Score -675025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -675028.562500 Penalty: 4616.188477
	Iteration 53Q: 3 clusters Score -675028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -675030.375000 Penalty: 4616.188477
	Iteration 54Q: 3 clusters Score -675030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -675031.187500 Penalty: 4616.188477
	Iteration 55Q: 3 clusters Score -675031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -675034.000000 Penalty: 4616.188477
	Iteration 56Q: 3 clusters Score -675034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -675034.750000 Penalty: 4616.188477
	Iteration 57Q: 3 clusters Score -675034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -675035.062500 Penalty: 4616.188477
	Iteration 58Q: 3 clusters Score -675035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -675034.250000 Penalty: 4616.188477
	Iteration 59Q: 3 clusters Score -675034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -675033.125000 Penalty: 4616.188477
	Iteration 60F: 3 clusters Score -675033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 82000 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Mstep: Class 32 contains 72232 members 
Mstep: Class 33 contains 26180 members 
Mstep: Class 34 contains 7331 members 
Entering Unmasked Estep 
Score: -51043212.000000 Penalty: 112959.593750
Splitting cluster 17 changes total score from -50946740.000000 to -51043212.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (82000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Entering Unmasked Estep 
Score: -6638936.000000 Penalty: 2805.989502
	Iteration 0F: 2 clusters Score -6638936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -6583985.000000 Penalty: 5611.979004
	Iteration 0F: 3 clusters Score -6583985 nChanged 38754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -6606982.000000 Penalty: 5611.979004
	Iteration 1F: 3 clusters Score -6606982 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6608818.500000 Penalty: 5611.979004
	Iteration 2F: 3 clusters Score -6608818 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -6611390.000000 Penalty: 5611.979004
	Iteration 3F: 3 clusters Score -6611390 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6614847.500000 Penalty: 5611.979004
	Iteration 4F: 3 clusters Score -6614848 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6619095.000000 Penalty: 5611.979004
	Iteration 5F: 3 clusters Score -6619095 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6623659.000000 Penalty: 5611.979004
	Iteration 6F: 3 clusters Score -6623659 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6627459.000000 Penalty: 5611.979004
	Iteration 7F: 3 clusters Score -6627459 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6630385.500000 Penalty: 5611.979004
	Iteration 8F: 3 clusters Score -6630386 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6632439.500000 Penalty: 5611.979004
	Iteration 9Q: 3 clusters Score -6632440 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6633759.500000 Penalty: 5611.979004
	Iteration 10Q: 3 clusters Score -6633760 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -6634618.500000 Penalty: 5611.979004
	Iteration 11Q: 3 clusters Score -6634618 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -6635194.000000 Penalty: 5611.979004
	Iteration 12Q: 3 clusters Score -6635194 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -6635566.500000 Penalty: 5611.979004
	Iteration 13Q: 3 clusters Score -6635566 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -6635810.000000 Penalty: 5611.979004
	Iteration 14Q: 3 clusters Score -6635810 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -6635979.000000 Penalty: 5611.979004
	Iteration 15Q: 3 clusters Score -6635979 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -6636170.500000 Penalty: 5611.979004
	Iteration 16Q: 3 clusters Score -6636170 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -6636350.000000 Penalty: 5611.979004
	Iteration 17Q: 3 clusters Score -6636350 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -6636538.500000 Penalty: 5611.979004
	Iteration 18Q: 3 clusters Score -6636538 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -6636757.000000 Penalty: 5611.979004
	Iteration 19Q: 3 clusters Score -6636757 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -6637078.500000 Penalty: 5611.979004
	Iteration 20F: 3 clusters Score -6637078 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -6637562.500000 Penalty: 5611.979004
	Iteration 21Q: 3 clusters Score -6637562 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -6638404.000000 Penalty: 5611.979004
	Iteration 22Q: 3 clusters Score -6638404 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -6639708.000000 Penalty: 5611.979004
	Iteration 23Q: 3 clusters Score -6639708 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -6641237.000000 Penalty: 5611.979004
	Iteration 24Q: 3 clusters Score -6641237 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -6642570.500000 Penalty: 5611.979004
	Iteration 25Q: 3 clusters Score -6642570 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -6643502.000000 Penalty: 5611.979004
	Iteration 26Q: 3 clusters Score -6643502 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -6643935.500000 Penalty: 5611.979004
	Iteration 27Q: 3 clusters Score -6643936 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -6644212.500000 Penalty: 5611.979004
	Iteration 28Q: 3 clusters Score -6644212 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -6644389.000000 Penalty: 5611.979004
	Iteration 29Q: 3 clusters Score -6644389 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -6644486.000000 Penalty: 5611.979004
	Iteration 30Q: 3 clusters Score -6644486 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 65049 members 
Entering Unmasked Estep 
Score: -6644529.000000 Penalty: 5611.979004
	Iteration 31Q: 3 clusters Score -6644529 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -6644581.000000 Penalty: 5611.979004
	Iteration 32Q: 3 clusters Score -6644581 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -6644609.500000 Penalty: 5611.979004
	Iteration 33Q: 3 clusters Score -6644610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -6644624.000000 Penalty: 5611.979004
	Iteration 34Q: 3 clusters Score -6644624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -6644647.500000 Penalty: 5611.979004
	Iteration 35Q: 3 clusters Score -6644648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 65725 members 
Entering Unmasked Estep 
Score: -6644654.500000 Penalty: 5611.979004
	Iteration 36Q: 3 clusters Score -6644654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -6644658.000000 Penalty: 5611.979004
	Iteration 37Q: 3 clusters Score -6644658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -6644656.500000 Penalty: 5611.979004
	Iteration 38Q: 3 clusters Score -6644656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -6644676.500000 Penalty: 5611.979004
	Iteration 39Q: 3 clusters Score -6644676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -6644674.500000 Penalty: 5611.979004
	Iteration 40F: 3 clusters Score -6644674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -6644681.500000 Penalty: 5611.979004
	Iteration 41Q: 3 clusters Score -6644682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -6644680.500000 Penalty: 5611.979004
	Iteration 42Q: 3 clusters Score -6644680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -6644677.500000 Penalty: 5611.979004
	Iteration 43Q: 3 clusters Score -6644678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -6644677.500000 Penalty: 5611.979004
	Iteration 44Q: 3 clusters Score -6644678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -6644680.500000 Penalty: 5611.979004
	Iteration 45Q: 3 clusters Score -6644680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -6644676.000000 Penalty: 5611.979004
	Iteration 46Q: 3 clusters Score -6644676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -6644679.000000 Penalty: 5611.979004
	Iteration 47Q: 3 clusters Score -6644679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -6644678.000000 Penalty: 5611.979004
	Iteration 48Q: 3 clusters Score -6644678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -6644688.000000 Penalty: 5611.979004
	Iteration 49Q: 3 clusters Score -6644688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -6644683.500000 Penalty: 5611.979004
	Iteration 50Q: 3 clusters Score -6644684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -6644686.500000 Penalty: 5611.979004
	Iteration 51Q: 3 clusters Score -6644686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -6644683.000000 Penalty: 5611.979004
	Iteration 52Q: 3 clusters Score -6644683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -6644683.000000 Penalty: 5611.979004
	Iteration 53Q: 3 clusters Score -6644683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -6644675.000000 Penalty: 5611.979004
	Iteration 54Q: 3 clusters Score -6644675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -6644673.000000 Penalty: 5611.979004
	Iteration 55Q: 3 clusters Score -6644673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -6644666.000000 Penalty: 5611.979004
	Iteration 56Q: 3 clusters Score -6644666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -6644672.500000 Penalty: 5611.979004
	Iteration 57Q: 3 clusters Score -6644672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -6644670.500000 Penalty: 5611.979004
	Iteration 58Q: 3 clusters Score -6644670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -6644670.500000 Penalty: 5611.979004
	Iteration 59F: 3 clusters Score -6644670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 15938 members 
Mstep: Class 19 contains 68365 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Mstep: Class 32 contains 72232 members 
Mstep: Class 33 contains 26180 members 
Mstep: Class 34 contains 7331 members 
Mstep: Class 35 contains 66062 members 
Entering Unmasked Estep 
Score: -51048244.000000 Penalty: 116281.929688
Splitting cluster 18 changes total score from -50946740.000000 to -51048244.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (68365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Entering Unmasked Estep 
Score: -5574624.000000 Penalty: 2760.888672
	Iteration 0F: 2 clusters Score -5574624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5528857.000000 Penalty: 5521.777344
	Iteration 0F: 3 clusters Score -5528857 nChanged 31939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -5547392.000000 Penalty: 5521.777344
	Iteration 1F: 3 clusters Score -5547392 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5548979.000000 Penalty: 5521.777344
	Iteration 2Q: 3 clusters Score -5548979 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -5552207.000000 Penalty: 5521.777344
	Iteration 3F: 3 clusters Score -5552207 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -5557540.500000 Penalty: 5521.777344
	Iteration 4F: 3 clusters Score -5557540 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5564630.000000 Penalty: 5521.777344
	Iteration 5F: 3 clusters Score -5564630 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5571137.000000 Penalty: 5521.777344
	Iteration 6F: 3 clusters Score -5571137 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5575053.000000 Penalty: 5521.777344
	Iteration 7F: 3 clusters Score -5575053 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5577263.000000 Penalty: 5521.777344
	Iteration 8Q: 3 clusters Score -5577263 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5578559.000000 Penalty: 5521.777344
	Iteration 9Q: 3 clusters Score -5578559 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5579472.000000 Penalty: 5521.777344
	Iteration 10Q: 3 clusters Score -5579472 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5580097.000000 Penalty: 5521.777344
	Iteration 11Q: 3 clusters Score -5580097 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -5580421.000000 Penalty: 5521.777344
	Iteration 12Q: 3 clusters Score -5580421 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -5580626.500000 Penalty: 5521.777344
	Iteration 13Q: 3 clusters Score -5580626 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -5580783.000000 Penalty: 5521.777344
	Iteration 14Q: 3 clusters Score -5580783 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5580871.000000 Penalty: 5521.777344
	Iteration 15Q: 3 clusters Score -5580871 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5580898.000000 Penalty: 5521.777344
	Iteration 16Q: 3 clusters Score -5580898 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -5580961.500000 Penalty: 5521.777344
	Iteration 17Q: 3 clusters Score -5580962 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5580995.500000 Penalty: 5521.777344
	Iteration 18Q: 3 clusters Score -5580996 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -5581029.500000 Penalty: 5521.777344
	Iteration 19Q: 3 clusters Score -5581030 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -5581036.500000 Penalty: 5521.777344
	Iteration 20F: 3 clusters Score -5581036 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -5581066.000000 Penalty: 5521.777344
	Iteration 21Q: 3 clusters Score -5581066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -5581077.500000 Penalty: 5521.777344
	Iteration 22Q: 3 clusters Score -5581078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5581077.500000 Penalty: 5521.777344
	Iteration 23Q: 3 clusters Score -5581078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -5581072.000000 Penalty: 5521.777344
	Iteration 24Q: 3 clusters Score -5581072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5581091.000000 Penalty: 5521.777344
	Iteration 25Q: 3 clusters Score -5581091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -5581093.000000 Penalty: 5521.777344
	Iteration 26Q: 3 clusters Score -5581093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5581112.000000 Penalty: 5521.777344
	Iteration 27Q: 3 clusters Score -5581112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -5581105.000000 Penalty: 5521.777344
	Iteration 28Q: 3 clusters Score -5581105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5581103.000000 Penalty: 5521.777344
	Iteration 29Q: 3 clusters Score -5581103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5581124.000000 Penalty: 5521.777344
	Iteration 30Q: 3 clusters Score -5581124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5581117.500000 Penalty: 5521.777344
	Iteration 31Q: 3 clusters Score -5581118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5581099.500000 Penalty: 5521.777344
	Iteration 32Q: 3 clusters Score -5581100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -5581090.500000 Penalty: 5521.777344
	Iteration 33Q: 3 clusters Score -5581090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5581095.500000 Penalty: 5521.777344
	Iteration 34Q: 3 clusters Score -5581096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -5581111.500000 Penalty: 5521.777344
	Iteration 35Q: 3 clusters Score -5581112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5581108.000000 Penalty: 5521.777344
	Iteration 36Q: 3 clusters Score -5581108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -5581103.000000 Penalty: 5521.777344
	Iteration 37Q: 3 clusters Score -5581103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -5581099.500000 Penalty: 5521.777344
	Iteration 38Q: 3 clusters Score -5581100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -5581109.500000 Penalty: 5521.777344
	Iteration 39Q: 3 clusters Score -5581110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -5581103.500000 Penalty: 5521.777344
	Iteration 40F: 3 clusters Score -5581104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -5581105.500000 Penalty: 5521.777344
	Iteration 41Q: 3 clusters Score -5581106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -5581102.500000 Penalty: 5521.777344
	Iteration 42Q: 3 clusters Score -5581102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -5581104.500000 Penalty: 5521.777344
	Iteration 43Q: 3 clusters Score -5581104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5581107.000000 Penalty: 5521.777344
	Iteration 44Q: 3 clusters Score -5581107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -5581111.500000 Penalty: 5521.777344
	Iteration 45Q: 3 clusters Score -5581112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -5581109.500000 Penalty: 5521.777344
	Iteration 46Q: 3 clusters Score -5581110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -5581118.500000 Penalty: 5521.777344
	Iteration 47Q: 3 clusters Score -5581118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -5581116.000000 Penalty: 5521.777344
	Iteration 48Q: 3 clusters Score -5581116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5581128.000000 Penalty: 5521.777344
	Iteration 49Q: 3 clusters Score -5581128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -5581124.500000 Penalty: 5521.777344
	Iteration 50Q: 3 clusters Score -5581124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5581119.000000 Penalty: 5521.777344
	Iteration 51Q: 3 clusters Score -5581119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5581115.000000 Penalty: 5521.777344
	Iteration 52Q: 3 clusters Score -5581115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5581124.500000 Penalty: 5521.777344
	Iteration 53Q: 3 clusters Score -5581124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5581123.000000 Penalty: 5521.777344
	Iteration 54Q: 3 clusters Score -5581123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5581113.500000 Penalty: 5521.777344
	Iteration 55Q: 3 clusters Score -5581114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -5581111.500000 Penalty: 5521.777344
	Iteration 56Q: 3 clusters Score -5581112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -5581109.500000 Penalty: 5521.777344
	Iteration 57Q: 3 clusters Score -5581110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5581112.500000 Penalty: 5521.777344
	Iteration 58Q: 3 clusters Score -5581112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -5581112.500000 Penalty: 5521.777344
	Iteration 59F: 3 clusters Score -5581112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 15938 members 
Mstep: Class 19 contains 56670 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Mstep: Class 32 contains 72232 members 
Mstep: Class 33 contains 26180 members 
Mstep: Class 34 contains 7331 members 
Mstep: Class 35 contains 66062 members 
Mstep: Class 36 contains 11695 members 
Entering Unmasked Estep 
Score: -51053732.000000 Penalty: 119604.273438
Splitting cluster 19 changes total score from -50946740.000000 to -51053732.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -302073.875000 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -302073.9 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 1963 members 
Entering Unmasked Estep 
Score: -298283.437500 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -298283.4 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -299393.437500 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -299393.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -299980.593750 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -299980.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -300310.875000 Penalty: 4101.036621
	Iteration 3F: 3 clusters Score -300310.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -300539.093750 Penalty: 4101.036621
	Iteration 4F: 3 clusters Score -300539.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -300720.906250 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -300720.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -300869.718750 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -300869.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -301009.062500 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -301009.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -301109.750000 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -301109.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301166.468750 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -301166.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -301212.812500 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -301212.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -301255.593750 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -301255.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -301288.375000 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -301288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -301319.906250 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -301319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -301335.500000 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -301335.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301346.000000 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -301346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -301355.500000 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -301355.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -301370.531250 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -301370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -301384.062500 Penalty: 4101.036621
	Iteration 18Q: 3 clusters Score -301384.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -301401.531250 Penalty: 4101.036621
	Iteration 19Q: 3 clusters Score -301401.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -301418.968750 Penalty: 4101.036621
	Iteration 20F: 3 clusters Score -301419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -301437.937500 Penalty: 4101.036621
	Iteration 21Q: 3 clusters Score -301437.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -301450.343750 Penalty: 4101.036621
	Iteration 22Q: 3 clusters Score -301450.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -301458.281250 Penalty: 4101.036621
	Iteration 23Q: 3 clusters Score -301458.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -301466.718750 Penalty: 4101.036621
	Iteration 24Q: 3 clusters Score -301466.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301473.187500 Penalty: 4101.036621
	Iteration 25Q: 3 clusters Score -301473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -301481.062500 Penalty: 4101.036621
	Iteration 26Q: 3 clusters Score -301481.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301487.031250 Penalty: 4101.036621
	Iteration 27Q: 3 clusters Score -301487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301490.718750 Penalty: 4101.036621
	Iteration 28Q: 3 clusters Score -301490.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -301493.500000 Penalty: 4101.036621
	Iteration 29Q: 3 clusters Score -301493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -301494.031250 Penalty: 4101.036621
	Iteration 30Q: 3 clusters Score -301494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -301494.781250 Penalty: 4101.036621
	Iteration 31Q: 3 clusters Score -301494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -301495.218750 Penalty: 4101.036621
	Iteration 32Q: 3 clusters Score -301495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -301495.218750 Penalty: 4101.036621
	Iteration 33F: 3 clusters Score -301495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Entering Unmasked Estep 
Score: -1036889.875000 Penalty: 2353.017090
	Iteration 0F: 2 clusters Score -1036890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1027097.875000 Penalty: 4706.034180
	Iteration 0F: 3 clusters Score -1027098 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1030685.000000 Penalty: 4706.034180
	Iteration 1F: 3 clusters Score -1030685 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1031652.500000 Penalty: 4706.034180
	Iteration 2F: 3 clusters Score -1031652 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1032647.250000 Penalty: 4706.034180
	Iteration 3F: 3 clusters Score -1032647 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1033598.625000 Penalty: 4706.034180
	Iteration 4F: 3 clusters Score -1033599 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1034254.687500 Penalty: 4706.034180
	Iteration 5F: 3 clusters Score -1034255 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1034670.562500 Penalty: 4706.034180
	Iteration 6F: 3 clusters Score -1034671 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1035005.750000 Penalty: 4706.034180
	Iteration 7Q: 3 clusters Score -1035006 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1035308.187500 Penalty: 4706.034180
	Iteration 8Q: 3 clusters Score -1035308 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1035534.312500 Penalty: 4706.034180
	Iteration 9Q: 3 clusters Score -1035534 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1035719.375000 Penalty: 4706.034180
	Iteration 10Q: 3 clusters Score -1035719 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1035839.187500 Penalty: 4706.034180
	Iteration 11Q: 3 clusters Score -1035839 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1035926.125000 Penalty: 4706.034180
	Iteration 12Q: 3 clusters Score -1035926 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1035991.312500 Penalty: 4706.034180
	Iteration 13Q: 3 clusters Score -1035991 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1036049.000000 Penalty: 4706.034180
	Iteration 14Q: 3 clusters Score -1036049 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1036092.000000 Penalty: 4706.034180
	Iteration 15Q: 3 clusters Score -1036092 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1036124.812500 Penalty: 4706.034180
	Iteration 16Q: 3 clusters Score -1036125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1036150.062500 Penalty: 4706.034180
	Iteration 17Q: 3 clusters Score -1036150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1036165.437500 Penalty: 4706.034180
	Iteration 18Q: 3 clusters Score -1036165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1036181.062500 Penalty: 4706.034180
	Iteration 19Q: 3 clusters Score -1036181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1036197.312500 Penalty: 4706.034180
	Iteration 20F: 3 clusters Score -1036197 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1036211.625000 Penalty: 4706.034180
	Iteration 21Q: 3 clusters Score -1036212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1036232.062500 Penalty: 4706.034180
	Iteration 22Q: 3 clusters Score -1036232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1036247.625000 Penalty: 4706.034180
	Iteration 23Q: 3 clusters Score -1036248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1036266.562500 Penalty: 4706.034180
	Iteration 24Q: 3 clusters Score -1036267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1036279.000000 Penalty: 4706.034180
	Iteration 25Q: 3 clusters Score -1036279 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1036297.812500 Penalty: 4706.034180
	Iteration 26Q: 3 clusters Score -1036298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1036316.687500 Penalty: 4706.034180
	Iteration 27Q: 3 clusters Score -1036317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1036337.937500 Penalty: 4706.034180
	Iteration 28Q: 3 clusters Score -1036338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1036361.937500 Penalty: 4706.034180
	Iteration 29Q: 3 clusters Score -1036362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1036387.625000 Penalty: 4706.034180
	Iteration 30Q: 3 clusters Score -1036388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1036416.187500 Penalty: 4706.034180
	Iteration 31Q: 3 clusters Score -1036416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1036435.687500 Penalty: 4706.034180
	Iteration 32Q: 3 clusters Score -1036436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1036459.500000 Penalty: 4706.034180
	Iteration 33Q: 3 clusters Score -1036460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1036482.000000 Penalty: 4706.034180
	Iteration 34Q: 3 clusters Score -1036482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1036504.312500 Penalty: 4706.034180
	Iteration 35Q: 3 clusters Score -1036504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1036526.250000 Penalty: 4706.034180
	Iteration 36Q: 3 clusters Score -1036526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1036545.062500 Penalty: 4706.034180
	Iteration 37Q: 3 clusters Score -1036545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1036557.562500 Penalty: 4706.034180
	Iteration 38Q: 3 clusters Score -1036558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1036567.875000 Penalty: 4706.034180
	Iteration 39Q: 3 clusters Score -1036568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1036586.750000 Penalty: 4706.034180
	Iteration 40F: 3 clusters Score -1036587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1036602.000000 Penalty: 4706.034180
	Iteration 41Q: 3 clusters Score -1036602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1036617.750000 Penalty: 4706.034180
	Iteration 42Q: 3 clusters Score -1036618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1036635.187500 Penalty: 4706.034180
	Iteration 43Q: 3 clusters Score -1036635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1036650.062500 Penalty: 4706.034180
	Iteration 44Q: 3 clusters Score -1036650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1036670.562500 Penalty: 4706.034180
	Iteration 45Q: 3 clusters Score -1036671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1036686.000000 Penalty: 4706.034180
	Iteration 46Q: 3 clusters Score -1036686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1036703.500000 Penalty: 4706.034180
	Iteration 47Q: 3 clusters Score -1036704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1036726.375000 Penalty: 4706.034180
	Iteration 48Q: 3 clusters Score -1036726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1036741.937500 Penalty: 4706.034180
	Iteration 49Q: 3 clusters Score -1036742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1036761.625000 Penalty: 4706.034180
	Iteration 50Q: 3 clusters Score -1036762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1036784.937500 Penalty: 4706.034180
	Iteration 51Q: 3 clusters Score -1036785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1036811.187500 Penalty: 4706.034180
	Iteration 52Q: 3 clusters Score -1036811 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1036832.437500 Penalty: 4706.034180
	Iteration 53Q: 3 clusters Score -1036832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1036856.125000 Penalty: 4706.034180
	Iteration 54Q: 3 clusters Score -1036856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1036884.187500 Penalty: 4706.034180
	Iteration 55Q: 3 clusters Score -1036884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1036909.625000 Penalty: 4706.034180
	Iteration 56Q: 3 clusters Score -1036910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1036938.375000 Penalty: 4706.034180
	Iteration 57Q: 3 clusters Score -1036938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1036967.562500 Penalty: 4706.034180
	Iteration 58Q: 3 clusters Score -1036968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1036996.937500 Penalty: 4706.034180
	Iteration 59Q: 3 clusters Score -1036997 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1037025.625000 Penalty: 4706.034180
	Iteration 60F: 3 clusters Score -1037026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1037043.437500 Penalty: 4706.034180
	Iteration 61Q: 3 clusters Score -1037043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1037062.625000 Penalty: 4706.034180
	Iteration 62Q: 3 clusters Score -1037063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1037080.187500 Penalty: 4706.034180
	Iteration 63Q: 3 clusters Score -1037080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1037093.625000 Penalty: 4706.034180
	Iteration 64Q: 3 clusters Score -1037094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1037109.187500 Penalty: 4706.034180
	Iteration 65Q: 3 clusters Score -1037109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1037123.437500 Penalty: 4706.034180
	Iteration 66Q: 3 clusters Score -1037123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1037144.062500 Penalty: 4706.034180
	Iteration 67Q: 3 clusters Score -1037144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1037160.062500 Penalty: 4706.034180
	Iteration 68Q: 3 clusters Score -1037160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1037171.375000 Penalty: 4706.034180
	Iteration 69Q: 3 clusters Score -1037171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1037179.437500 Penalty: 4706.034180
	Iteration 70Q: 3 clusters Score -1037179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1037189.562500 Penalty: 4706.034180
	Iteration 71Q: 3 clusters Score -1037190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1037200.062500 Penalty: 4706.034180
	Iteration 72Q: 3 clusters Score -1037200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1037210.625000 Penalty: 4706.034180
	Iteration 73Q: 3 clusters Score -1037211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1037218.875000 Penalty: 4706.034180
	Iteration 74Q: 3 clusters Score -1037219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1037226.000000 Penalty: 4706.034180
	Iteration 75Q: 3 clusters Score -1037226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1037230.625000 Penalty: 4706.034180
	Iteration 76Q: 3 clusters Score -1037231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1037238.125000 Penalty: 4706.034180
	Iteration 77Q: 3 clusters Score -1037238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1037242.375000 Penalty: 4706.034180
	Iteration 78Q: 3 clusters Score -1037242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1037248.812500 Penalty: 4706.034180
	Iteration 79Q: 3 clusters Score -1037249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1037251.625000 Penalty: 4706.034180
	Iteration 80F: 3 clusters Score -1037252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1037255.437500 Penalty: 4706.034180
	Iteration 81Q: 3 clusters Score -1037255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1037259.000000 Penalty: 4706.034180
	Iteration 82Q: 3 clusters Score -1037259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1037267.875000 Penalty: 4706.034180
	Iteration 83Q: 3 clusters Score -1037268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1037271.125000 Penalty: 4706.034180
	Iteration 84Q: 3 clusters Score -1037271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1037274.062500 Penalty: 4706.034180
	Iteration 85Q: 3 clusters Score -1037274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1037282.875000 Penalty: 4706.034180
	Iteration 86Q: 3 clusters Score -1037283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1037289.375000 Penalty: 4706.034180
	Iteration 87Q: 3 clusters Score -1037289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1037293.125000 Penalty: 4706.034180
	Iteration 88Q: 3 clusters Score -1037293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1037296.062500 Penalty: 4706.034180
	Iteration 89Q: 3 clusters Score -1037296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1037302.937500 Penalty: 4706.034180
	Iteration 90Q: 3 clusters Score -1037303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1037305.250000 Penalty: 4706.034180
	Iteration 91Q: 3 clusters Score -1037305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1037309.187500 Penalty: 4706.034180
	Iteration 92Q: 3 clusters Score -1037309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1037314.000000 Penalty: 4706.034180
	Iteration 93Q: 3 clusters Score -1037314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1037315.500000 Penalty: 4706.034180
	Iteration 94Q: 3 clusters Score -1037316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1037317.437500 Penalty: 4706.034180
	Iteration 95Q: 3 clusters Score -1037317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1037319.000000 Penalty: 4706.034180
	Iteration 96Q: 3 clusters Score -1037319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1037318.937500 Penalty: 4706.034180
	Iteration 97Q: 3 clusters Score -1037319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1037322.437500 Penalty: 4706.034180
	Iteration 98Q: 3 clusters Score -1037322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1037324.000000 Penalty: 4706.034180
	Iteration 99Q: 3 clusters Score -1037324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1037324.062500 Penalty: 4706.034180
	Iteration 100F: 3 clusters Score -1037324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1037323.312500 Penalty: 4706.034180
	Iteration 101Q: 3 clusters Score -1037323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1037325.875000 Penalty: 4706.034180
	Iteration 102Q: 3 clusters Score -1037326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1037327.312500 Penalty: 4706.034180
	Iteration 103Q: 3 clusters Score -1037327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1037327.625000 Penalty: 4706.034180
	Iteration 104Q: 3 clusters Score -1037328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1037329.187500 Penalty: 4706.034180
	Iteration 105Q: 3 clusters Score -1037329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1037329.250000 Penalty: 4706.034180
	Iteration 106Q: 3 clusters Score -1037329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1037329.250000 Penalty: 4706.034180
	Iteration 107F: 3 clusters Score -1037329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 15938 members 
Mstep: Class 19 contains 56670 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 60756 members 
Mstep: Class 25 contains 16751 members 
Mstep: Class 26 contains 15646 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 7060 members 
Mstep: Class 29 contains 24904 members 
Mstep: Class 30 contains 7146 members 
Mstep: Class 31 contains 17581 members 
Mstep: Class 32 contains 72232 members 
Mstep: Class 33 contains 26180 members 
Mstep: Class 34 contains 7331 members 
Mstep: Class 35 contains 66062 members 
Mstep: Class 36 contains 11695 members 
Mstep: Class 37 contains 3316 members 
Entering Unmasked Estep 
Score: -51053140.000000 Penalty: 122926.609375
Splitting cluster 21 changes total score from -50946740.000000 to -51053140.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11308 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 19624 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 9839 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 13 contains 7454 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 70272 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 15938 members 
Mstep: Class 19 contains 56670 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 9884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51070032.000000 Penalty: 122926.609375
Iteration 39Q: 38 clusters Score -5.107003e+07 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 4890 members 
Mstep: Class 9 contains 9808 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 8109 members 
Mstep: Class 14 contains 38391 members 
Mstep: Class 15 contains 70312 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 16316 members 
Mstep: Class 19 contains 56990 members 
Mstep: Class 20 contains 3889 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 60447 members 
Mstep: Class 25 contains 15875 members 
Mstep: Class 26 contains 15244 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 7264 members 
Mstep: Class 29 contains 24673 members 
Mstep: Class 30 contains 7093 members 
Mstep: Class 31 contains 17582 members 
Mstep: Class 32 contains 70882 members 
Mstep: Class 33 contains 25280 members 
Mstep: Class 34 contains 7209 members 
Mstep: Class 35 contains 65043 members 
Mstep: Class 36 contains 12607 members 
Mstep: Class 37 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51084176.000000 Penalty: 122926.609375
Iteration 40F: 38 clusters Score -5.108418e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 7606 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 21743 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 11 contains 8564 members 
Mstep: Class 12 contains 11145 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 38087 members 
Mstep: Class 15 contains 69902 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 17 contains 3307 members 
Mstep: Class 18 contains 16372 members 
Mstep: Class 19 contains 56300 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 9191 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 60394 members 
Mstep: Class 25 contains 15681 members 
Mstep: Class 26 contains 15323 members 
Mstep: Class 27 contains 3879 members 
Mstep: Class 28 contains 8304 members 
Mstep: Class 29 contains 24475 members 
Mstep: Class 30 contains 7203 members 
Mstep: Class 31 contains 17768 members 
Mstep: Class 32 contains 69917 members 
Mstep: Class 33 contains 24909 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 64741 members 
Mstep: Class 36 contains 13407 members 
Mstep: Class 37 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091028.000000 Penalty: 122926.609375
Iteration 41Q: 38 clusters Score -5.109103e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 22017 members 
Mstep: Class 8 contains 4665 members 
Mstep: Class 9 contains 9748 members 
Mstep: Class 10 contains 1704 members 
Mstep: Class 11 contains 8560 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 37899 members 
Mstep: Class 15 contains 69712 members 
Mstep: Class 16 contains 2836 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 16467 members 
Mstep: Class 19 contains 55972 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 3136 members 
Mstep: Class 24 contains 60380 members 
Mstep: Class 25 contains 15427 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 3901 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 24314 members 
Mstep: Class 30 contains 7302 members 
Mstep: Class 31 contains 17878 members 
Mstep: Class 32 contains 69076 members 
Mstep: Class 33 contains 24475 members 
Mstep: Class 34 contains 7550 members 
Mstep: Class 35 contains 64470 members 
Mstep: Class 36 contains 14135 members 
Mstep: Class 37 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095444.000000 Penalty: 122926.609375
Iteration 42Q: 38 clusters Score -5.109544e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 11229 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 4601 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 11656 members 
Mstep: Class 13 contains 9041 members 
Mstep: Class 14 contains 37744 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 16537 members 
Mstep: Class 19 contains 55831 members 
Mstep: Class 20 contains 3747 members 
Mstep: Class 21 contains 8845 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 3131 members 
Mstep: Class 24 contains 60384 members 
Mstep: Class 25 contains 15178 members 
Mstep: Class 26 contains 15384 members 
Mstep: Class 27 contains 3910 members 
Mstep: Class 28 contains 9374 members 
Mstep: Class 29 contains 24159 members 
Mstep: Class 30 contains 7390 members 
Mstep: Class 31 contains 17932 members 
Mstep: Class 32 contains 68410 members 
Mstep: Class 33 contains 24067 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 64257 members 
Mstep: Class 36 contains 14707 members 
Mstep: Class 37 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097872.000000 Penalty: 122926.609375
Iteration 43Q: 38 clusters Score -5.109787e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 11226 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 22224 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 9737 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 8577 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 9184 members 
Mstep: Class 14 contains 37631 members 
Mstep: Class 15 contains 69675 members 
Mstep: Class 16 contains 3823 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 16566 members 
Mstep: Class 19 contains 55782 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 2078 members 
Mstep: Class 23 contains 3127 members 
Mstep: Class 24 contains 60384 members 
Mstep: Class 25 contains 14939 members 
Mstep: Class 26 contains 15384 members 
Mstep: Class 27 contains 3913 members 
Mstep: Class 28 contains 9664 members 
Mstep: Class 29 contains 24050 members 
Mstep: Class 30 contains 7474 members 
Mstep: Class 31 contains 17897 members 
Mstep: Class 32 contains 67832 members 
Mstep: Class 33 contains 23669 members 
Mstep: Class 34 contains 7193 members 
Mstep: Class 35 contains 64094 members 
Mstep: Class 36 contains 15137 members 
Mstep: Class 37 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51099980.000000 Penalty: 122926.609375
Iteration 44Q: 38 clusters Score -5.109998e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 11229 members 
Mstep: Class 4 contains 2894 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 9734 members 
Mstep: Class 10 contains 1867 members 
Mstep: Class 11 contains 8578 members 
Mstep: Class 12 contains 12102 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 37523 members 
Mstep: Class 15 contains 69738 members 
Mstep: Class 16 contains 4317 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 55823 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 8730 members 
Mstep: Class 22 contains 2118 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 60390 members 
Mstep: Class 25 contains 14728 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 3907 members 
Mstep: Class 28 contains 9863 members 
Mstep: Class 29 contains 23979 members 
Mstep: Class 30 contains 7546 members 
Mstep: Class 31 contains 17844 members 
Mstep: Class 32 contains 67380 members 
Mstep: Class 33 contains 23304 members 
Mstep: Class 34 contains 7013 members 
Mstep: Class 35 contains 63942 members 
Mstep: Class 36 contains 15415 members 
Mstep: Class 37 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51101808.000000 Penalty: 122926.609375
Iteration 45Q: 38 clusters Score -5.110181e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11232 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 22219 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 9729 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 8587 members 
Mstep: Class 12 contains 12277 members 
Mstep: Class 13 contains 9376 members 
Mstep: Class 14 contains 37437 members 
Mstep: Class 15 contains 69850 members 
Mstep: Class 16 contains 4777 members 
Mstep: Class 17 contains 2564 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 55898 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 60403 members 
Mstep: Class 25 contains 14555 members 
Mstep: Class 26 contains 15415 members 
Mstep: Class 27 contains 3899 members 
Mstep: Class 28 contains 10009 members 
Mstep: Class 29 contains 23918 members 
Mstep: Class 30 contains 7617 members 
Mstep: Class 31 contains 17802 members 
Mstep: Class 32 contains 66987 members 
Mstep: Class 33 contains 22990 members 
Mstep: Class 34 contains 6892 members 
Mstep: Class 35 contains 63783 members 
Mstep: Class 36 contains 15594 members 
Mstep: Class 37 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51102696.000000 Penalty: 122926.609375
Iteration 46Q: 38 clusters Score -5.11027e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11234 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 9723 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 8591 members 
Mstep: Class 12 contains 12436 members 
Mstep: Class 13 contains 9394 members 
Mstep: Class 14 contains 37355 members 
Mstep: Class 15 contains 69999 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 16571 members 
Mstep: Class 19 contains 56004 members 
Mstep: Class 20 contains 3618 members 
Mstep: Class 21 contains 8701 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 3132 members 
Mstep: Class 24 contains 60412 members 
Mstep: Class 25 contains 14420 members 
Mstep: Class 26 contains 15439 members 
Mstep: Class 27 contains 3893 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 23849 members 
Mstep: Class 30 contains 7655 members 
Mstep: Class 31 contains 17765 members 
Mstep: Class 32 contains 66652 members 
Mstep: Class 33 contains 22733 members 
Mstep: Class 34 contains 6785 members 
Mstep: Class 35 contains 63653 members 
Mstep: Class 36 contains 15689 members 
Mstep: Class 37 contains 5001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51103392.000000 Penalty: 122926.609375
Iteration 47Q: 38 clusters Score -5.110339e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11236 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 5641 members 
Mstep: Class 7 contains 22187 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 9719 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 8594 members 
Mstep: Class 12 contains 12548 members 
Mstep: Class 13 contains 9373 members 
Mstep: Class 14 contains 37304 members 
Mstep: Class 15 contains 70119 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 2451 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 56127 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 8702 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 60405 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 15459 members 
Mstep: Class 27 contains 3890 members 
Mstep: Class 28 contains 10148 members 
Mstep: Class 29 contains 23794 members 
Mstep: Class 30 contains 7685 members 
Mstep: Class 31 contains 17728 members 
Mstep: Class 32 contains 66411 members 
Mstep: Class 33 contains 22546 members 
Mstep: Class 34 contains 6737 members 
Mstep: Class 35 contains 63536 members 
Mstep: Class 36 contains 15717 members 
Mstep: Class 37 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51103824.000000 Penalty: 122926.609375
Iteration 48Q: 38 clusters Score -5.110382e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11243 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 5651 members 
Mstep: Class 7 contains 22188 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 12645 members 
Mstep: Class 13 contains 9312 members 
Mstep: Class 14 contains 37273 members 
Mstep: Class 15 contains 70236 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 2415 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 56230 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 8700 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 60404 members 
Mstep: Class 25 contains 14202 members 
Mstep: Class 26 contains 15478 members 
Mstep: Class 27 contains 3882 members 
Mstep: Class 28 contains 10179 members 
Mstep: Class 29 contains 23751 members 
Mstep: Class 30 contains 7700 members 
Mstep: Class 31 contains 17700 members 
Mstep: Class 32 contains 66215 members 
Mstep: Class 33 contains 22369 members 
Mstep: Class 34 contains 6692 members 
Mstep: Class 35 contains 63428 members 
Mstep: Class 36 contains 15736 members 
Mstep: Class 37 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104144.000000 Penalty: 122926.609375
Iteration 49Q: 38 clusters Score -5.110414e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11251 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 22193 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 9264 members 
Mstep: Class 14 contains 37254 members 
Mstep: Class 15 contains 70363 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 56313 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 8687 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 60411 members 
Mstep: Class 25 contains 14137 members 
Mstep: Class 26 contains 15493 members 
Mstep: Class 27 contains 3864 members 
Mstep: Class 28 contains 10200 members 
Mstep: Class 29 contains 23710 members 
Mstep: Class 30 contains 7712 members 
Mstep: Class 31 contains 17677 members 
Mstep: Class 32 contains 66047 members 
Mstep: Class 33 contains 22209 members 
Mstep: Class 34 contains 6658 members 
Mstep: Class 35 contains 63354 members 
Mstep: Class 36 contains 15731 members 
Mstep: Class 37 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104252.000000 Penalty: 122926.609375
Iteration 50Q: 38 clusters Score -5.110425e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11255 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 22182 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 13 contains 9208 members 
Mstep: Class 14 contains 37245 members 
Mstep: Class 15 contains 70489 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 16534 members 
Mstep: Class 19 contains 56376 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 60430 members 
Mstep: Class 25 contains 14068 members 
Mstep: Class 26 contains 15511 members 
Mstep: Class 27 contains 3850 members 
Mstep: Class 28 contains 10231 members 
Mstep: Class 29 contains 23678 members 
Mstep: Class 30 contains 7719 members 
Mstep: Class 31 contains 17664 members 
Mstep: Class 32 contains 65890 members 
Mstep: Class 33 contains 22101 members 
Mstep: Class 34 contains 6639 members 
Mstep: Class 35 contains 63295 members 
Mstep: Class 36 contains 15718 members 
Mstep: Class 37 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104368.000000 Penalty: 122926.609375
Iteration 51Q: 38 clusters Score -5.110437e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 22177 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 12905 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 14 contains 37238 members 
Mstep: Class 15 contains 70609 members 
Mstep: Class 16 contains 6241 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 56421 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 21 contains 8656 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 60437 members 
Mstep: Class 25 contains 14012 members 
Mstep: Class 26 contains 15533 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 10262 members 
Mstep: Class 29 contains 23663 members 
Mstep: Class 30 contains 7725 members 
Mstep: Class 31 contains 17648 members 
Mstep: Class 32 contains 65736 members 
Mstep: Class 33 contains 21998 members 
Mstep: Class 34 contains 6636 members 
Mstep: Class 35 contains 63250 members 
Mstep: Class 36 contains 15707 members 
Mstep: Class 37 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104608.000000 Penalty: 122926.609375
Iteration 52Q: 38 clusters Score -5.110461e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 22169 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2108 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 12986 members 
Mstep: Class 13 contains 9099 members 
Mstep: Class 14 contains 37227 members 
Mstep: Class 15 contains 70721 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 16524 members 
Mstep: Class 19 contains 56470 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 8651 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 60450 members 
Mstep: Class 25 contains 13968 members 
Mstep: Class 26 contains 15540 members 
Mstep: Class 27 contains 3843 members 
Mstep: Class 28 contains 10284 members 
Mstep: Class 29 contains 23655 members 
Mstep: Class 30 contains 7732 members 
Mstep: Class 31 contains 17642 members 
Mstep: Class 32 contains 65604 members 
Mstep: Class 33 contains 21901 members 
Mstep: Class 34 contains 6625 members 
Mstep: Class 35 contains 63214 members 
Mstep: Class 36 contains 15691 members 
Mstep: Class 37 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104724.000000 Penalty: 122926.609375
Iteration 53Q: 38 clusters Score -5.110472e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 22164 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 9708 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 13064 members 
Mstep: Class 13 contains 9046 members 
Mstep: Class 14 contains 37222 members 
Mstep: Class 15 contains 70852 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 56511 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 8640 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 3143 members 
Mstep: Class 24 contains 60457 members 
Mstep: Class 25 contains 13943 members 
Mstep: Class 26 contains 15549 members 
Mstep: Class 27 contains 3842 members 
Mstep: Class 28 contains 10298 members 
Mstep: Class 29 contains 23650 members 
Mstep: Class 30 contains 7737 members 
Mstep: Class 31 contains 17633 members 
Mstep: Class 32 contains 65460 members 
Mstep: Class 33 contains 21815 members 
Mstep: Class 34 contains 6616 members 
Mstep: Class 35 contains 63191 members 
Mstep: Class 36 contains 15672 members 
Mstep: Class 37 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104896.000000 Penalty: 122926.609375
Iteration 54Q: 38 clusters Score -5.11049e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11264 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 22165 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 9708 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 9010 members 
Mstep: Class 14 contains 37216 members 
Mstep: Class 15 contains 70972 members 
Mstep: Class 16 contains 6449 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 16527 members 
Mstep: Class 19 contains 56541 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 8629 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 60464 members 
Mstep: Class 25 contains 13915 members 
Mstep: Class 26 contains 15555 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 10311 members 
Mstep: Class 29 contains 23643 members 
Mstep: Class 30 contains 7745 members 
Mstep: Class 31 contains 17625 members 
Mstep: Class 32 contains 65331 members 
Mstep: Class 33 contains 21744 members 
Mstep: Class 34 contains 6613 members 
Mstep: Class 35 contains 63184 members 
Mstep: Class 36 contains 15661 members 
Mstep: Class 37 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104876.000000 Penalty: 122926.609375
Iteration 55Q: 38 clusters Score -5.110488e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11264 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 22164 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 9707 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 13161 members 
Mstep: Class 13 contains 8977 members 
Mstep: Class 14 contains 37213 members 
Mstep: Class 15 contains 71083 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 16520 members 
Mstep: Class 19 contains 56567 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 8622 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 3148 members 
Mstep: Class 24 contains 60467 members 
Mstep: Class 25 contains 13887 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 10321 members 
Mstep: Class 29 contains 23636 members 
Mstep: Class 30 contains 7755 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 65202 members 
Mstep: Class 33 contains 21696 members 
Mstep: Class 34 contains 6617 members 
Mstep: Class 35 contains 63177 members 
Mstep: Class 36 contains 15661 members 
Mstep: Class 37 contains 5509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104720.000000 Penalty: 122926.609375
Iteration 56Q: 38 clusters Score -5.110472e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11264 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 22158 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 13185 members 
Mstep: Class 13 contains 8955 members 
Mstep: Class 14 contains 37206 members 
Mstep: Class 15 contains 71195 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 56587 members 
Mstep: Class 20 contains 3609 members 
Mstep: Class 21 contains 8614 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 3148 members 
Mstep: Class 24 contains 60466 members 
Mstep: Class 25 contains 13865 members 
Mstep: Class 26 contains 15560 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 10335 members 
Mstep: Class 29 contains 23634 members 
Mstep: Class 30 contains 7757 members 
Mstep: Class 31 contains 17616 members 
Mstep: Class 32 contains 65072 members 
Mstep: Class 33 contains 21662 members 
Mstep: Class 34 contains 6620 members 
Mstep: Class 35 contains 63160 members 
Mstep: Class 36 contains 15657 members 
Mstep: Class 37 contains 5519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104900.000000 Penalty: 122926.609375
Iteration 57Q: 38 clusters Score -5.11049e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 13206 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 37204 members 
Mstep: Class 15 contains 71315 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 56609 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 3150 members 
Mstep: Class 24 contains 60472 members 
Mstep: Class 25 contains 13834 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 10343 members 
Mstep: Class 29 contains 23631 members 
Mstep: Class 30 contains 7761 members 
Mstep: Class 31 contains 17616 members 
Mstep: Class 32 contains 64937 members 
Mstep: Class 33 contains 21636 members 
Mstep: Class 34 contains 6619 members 
Mstep: Class 35 contains 63144 members 
Mstep: Class 36 contains 15660 members 
Mstep: Class 37 contains 5540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104892.000000 Penalty: 122926.609375
Iteration 58Q: 38 clusters Score -5.110489e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 5691 members 
Mstep: Class 7 contains 22156 members 
Mstep: Class 8 contains 4327 members 
Mstep: Class 9 contains 9704 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 13226 members 
Mstep: Class 13 contains 8918 members 
Mstep: Class 14 contains 37197 members 
Mstep: Class 15 contains 71408 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 16526 members 
Mstep: Class 19 contains 56624 members 
Mstep: Class 20 contains 3609 members 
Mstep: Class 21 contains 8604 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 3151 members 
Mstep: Class 24 contains 60473 members 
Mstep: Class 25 contains 13819 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 3842 members 
Mstep: Class 28 contains 10350 members 
Mstep: Class 29 contains 23632 members 
Mstep: Class 30 contains 7763 members 
Mstep: Class 31 contains 17618 members 
Mstep: Class 32 contains 64822 members 
Mstep: Class 33 contains 21608 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 63136 members 
Mstep: Class 36 contains 15662 members 
Mstep: Class 37 contains 5551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104980.000000 Penalty: 122926.609375
Iteration 59Q: 38 clusters Score -5.110498e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 5691 members 
Mstep: Class 7 contains 22155 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 9704 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 8902 members 
Mstep: Class 14 contains 37191 members 
Mstep: Class 15 contains 71496 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 18 contains 16526 members 
Mstep: Class 19 contains 56634 members 
Mstep: Class 20 contains 3609 members 
Mstep: Class 21 contains 8601 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 3152 members 
Mstep: Class 24 contains 60479 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 3831 members 
Mstep: Class 28 contains 10357 members 
Mstep: Class 29 contains 23634 members 
Mstep: Class 30 contains 7764 members 
Mstep: Class 31 contains 17617 members 
Mstep: Class 32 contains 64716 members 
Mstep: Class 33 contains 21587 members 
Mstep: Class 34 contains 6630 members 
Mstep: Class 35 contains 63130 members 
Mstep: Class 36 contains 15667 members 
Mstep: Class 37 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51105496.000000 Penalty: 122926.609375
Iteration 60F: 38 clusters Score -5.11055e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 11270 members 
Mstep: Class 4 contains 2825 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 5691 members 
Mstep: Class 7 contains 22141 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 9704 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 13261 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 37141 members 
Mstep: Class 15 contains 71569 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 56647 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 8599 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 60445 members 
Mstep: Class 25 contains 13791 members 
Mstep: Class 26 contains 15565 members 
Mstep: Class 27 contains 3825 members 
Mstep: Class 28 contains 10363 members 
Mstep: Class 29 contains 23631 members 
Mstep: Class 30 contains 7766 members 
Mstep: Class 31 contains 17559 members 
Mstep: Class 32 contains 64621 members 
Mstep: Class 33 contains 21563 members 
Mstep: Class 34 contains 6553 members 
Mstep: Class 35 contains 63088 members 
Mstep: Class 36 contains 15672 members 
Mstep: Class 37 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51106184.000000 Penalty: 122926.609375
Iteration 61Q: 38 clusters Score -5.110618e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 22127 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 9703 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 13275 members 
Mstep: Class 13 contains 8859 members 
Mstep: Class 14 contains 37097 members 
Mstep: Class 15 contains 71624 members 
Mstep: Class 16 contains 6986 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 56657 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 8615 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 60432 members 
Mstep: Class 25 contains 13792 members 
Mstep: Class 26 contains 15566 members 
Mstep: Class 27 contains 3814 members 
Mstep: Class 28 contains 10366 members 
Mstep: Class 29 contains 23630 members 
Mstep: Class 30 contains 7768 members 
Mstep: Class 31 contains 17499 members 
Mstep: Class 32 contains 64522 members 
Mstep: Class 33 contains 21537 members 
Mstep: Class 34 contains 6501 members 
Mstep: Class 35 contains 63057 members 
Mstep: Class 36 contains 15673 members 
Mstep: Class 37 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51106772.000000 Penalty: 122926.609375
Iteration 62Q: 38 clusters Score -5.110677e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11287 members 
Mstep: Class 4 contains 2806 members 
Mstep: Class 5 contains 7463 members 
Mstep: Class 6 contains 5691 members 
Mstep: Class 7 contains 22112 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 9699 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 8824 members 
Mstep: Class 14 contains 37055 members 
Mstep: Class 15 contains 71661 members 
Mstep: Class 16 contains 7090 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 56675 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 8636 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 60429 members 
Mstep: Class 25 contains 13777 members 
Mstep: Class 26 contains 15573 members 
Mstep: Class 27 contains 3807 members 
Mstep: Class 28 contains 10367 members 
Mstep: Class 29 contains 23626 members 
Mstep: Class 30 contains 7767 members 
Mstep: Class 31 contains 17441 members 
Mstep: Class 32 contains 64426 members 
Mstep: Class 33 contains 21516 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 63031 members 
Mstep: Class 36 contains 15672 members 
Mstep: Class 37 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107024.000000 Penalty: 122926.609375
Iteration 63Q: 38 clusters Score -5.110702e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 2806 members 
Mstep: Class 5 contains 7452 members 
Mstep: Class 6 contains 5691 members 
Mstep: Class 7 contains 22105 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 9696 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 37009 members 
Mstep: Class 15 contains 71688 members 
Mstep: Class 16 contains 7170 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 56686 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 8657 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 60430 members 
Mstep: Class 25 contains 13763 members 
Mstep: Class 26 contains 15584 members 
Mstep: Class 27 contains 3787 members 
Mstep: Class 28 contains 10370 members 
Mstep: Class 29 contains 23622 members 
Mstep: Class 30 contains 7771 members 
Mstep: Class 31 contains 17396 members 
Mstep: Class 32 contains 64315 members 
Mstep: Class 33 contains 21500 members 
Mstep: Class 34 contains 6452 members 
Mstep: Class 35 contains 63021 members 
Mstep: Class 36 contains 15670 members 
Mstep: Class 37 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107476.000000 Penalty: 122926.609375
Iteration 64Q: 38 clusters Score -5.110748e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 7434 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 22109 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 9692 members 
Mstep: Class 10 contains 2320 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 36979 members 
Mstep: Class 15 contains 71675 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 16511 members 
Mstep: Class 19 contains 56690 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 8674 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 3220 members 
Mstep: Class 24 contains 60433 members 
Mstep: Class 25 contains 13751 members 
Mstep: Class 26 contains 15595 members 
Mstep: Class 27 contains 3756 members 
Mstep: Class 28 contains 10375 members 
Mstep: Class 29 contains 23619 members 
Mstep: Class 30 contains 7776 members 
Mstep: Class 31 contains 17365 members 
Mstep: Class 32 contains 64197 members 
Mstep: Class 33 contains 21478 members 
Mstep: Class 34 contains 6476 members 
Mstep: Class 35 contains 63026 members 
Mstep: Class 36 contains 15669 members 
Mstep: Class 37 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51108372.000000 Penalty: 122926.609375
Iteration 65Q: 38 clusters Score -5.110837e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 7410 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 22108 members 
Mstep: Class 8 contains 4228 members 
Mstep: Class 9 contains 9691 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 8598 members 
Mstep: Class 12 contains 13308 members 
Mstep: Class 13 contains 8710 members 
Mstep: Class 14 contains 36944 members 
Mstep: Class 15 contains 71656 members 
Mstep: Class 16 contains 7294 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 16520 members 
Mstep: Class 19 contains 56705 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 8692 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 60430 members 
Mstep: Class 25 contains 13720 members 
Mstep: Class 26 contains 15607 members 
Mstep: Class 27 contains 3739 members 
Mstep: Class 28 contains 10378 members 
Mstep: Class 29 contains 23618 members 
Mstep: Class 30 contains 7778 members 
Mstep: Class 31 contains 17331 members 
Mstep: Class 32 contains 64047 members 
Mstep: Class 33 contains 21458 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 63035 members 
Mstep: Class 36 contains 15665 members 
Mstep: Class 37 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51108908.000000 Penalty: 122926.609375
Iteration 66Q: 38 clusters Score -5.110891e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11344 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 5694 members 
Mstep: Class 7 contains 22112 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 9690 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 13321 members 
Mstep: Class 13 contains 8684 members 
Mstep: Class 14 contains 36917 members 
Mstep: Class 15 contains 71600 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 56719 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 8716 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 3258 members 
Mstep: Class 24 contains 60428 members 
Mstep: Class 25 contains 13671 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 3696 members 
Mstep: Class 28 contains 10379 members 
Mstep: Class 29 contains 23619 members 
Mstep: Class 30 contains 7777 members 
Mstep: Class 31 contains 17298 members 
Mstep: Class 32 contains 63873 members 
Mstep: Class 33 contains 21445 members 
Mstep: Class 34 contains 6671 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15662 members 
Mstep: Class 37 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51109600.000000 Penalty: 122926.609375
Iteration 67Q: 38 clusters Score -5.11096e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11354 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 7382 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 22114 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 9691 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 8599 members 
Mstep: Class 12 contains 13330 members 
Mstep: Class 13 contains 8650 members 
Mstep: Class 14 contains 36901 members 
Mstep: Class 15 contains 71441 members 
Mstep: Class 16 contains 7351 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 56730 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 60429 members 
Mstep: Class 25 contains 13621 members 
Mstep: Class 26 contains 15623 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 10381 members 
Mstep: Class 29 contains 23618 members 
Mstep: Class 30 contains 7777 members 
Mstep: Class 31 contains 17259 members 
Mstep: Class 32 contains 63683 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 6974 members 
Mstep: Class 35 contains 63039 members 
Mstep: Class 36 contains 15652 members 
Mstep: Class 37 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51110380.000000 Penalty: 122926.609375
Iteration 68Q: 38 clusters Score -5.111038e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11346 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 7376 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 22114 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 9693 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 8599 members 
Mstep: Class 12 contains 13341 members 
Mstep: Class 13 contains 8612 members 
Mstep: Class 14 contains 36888 members 
Mstep: Class 15 contains 71265 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 16538 members 
Mstep: Class 19 contains 56745 members 
Mstep: Class 20 contains 3613 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 60441 members 
Mstep: Class 25 contains 13558 members 
Mstep: Class 26 contains 15628 members 
Mstep: Class 27 contains 3614 members 
Mstep: Class 28 contains 10382 members 
Mstep: Class 29 contains 23619 members 
Mstep: Class 30 contains 7783 members 
Mstep: Class 31 contains 17232 members 
Mstep: Class 32 contains 63465 members 
Mstep: Class 33 contains 21418 members 
Mstep: Class 34 contains 7366 members 
Mstep: Class 35 contains 63044 members 
Mstep: Class 36 contains 15653 members 
Mstep: Class 37 contains 6731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51110760.000000 Penalty: 122926.609375
Iteration 69Q: 38 clusters Score -5.111076e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11345 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 22110 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 9699 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 8598 members 
Mstep: Class 12 contains 13354 members 
Mstep: Class 13 contains 8570 members 
Mstep: Class 14 contains 36885 members 
Mstep: Class 15 contains 71135 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 16542 members 
Mstep: Class 19 contains 56763 members 
Mstep: Class 20 contains 3617 members 
Mstep: Class 21 contains 8804 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 60443 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 15631 members 
Mstep: Class 27 contains 3577 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23619 members 
Mstep: Class 30 contains 7787 members 
Mstep: Class 31 contains 17210 members 
Mstep: Class 32 contains 63276 members 
Mstep: Class 33 contains 21408 members 
Mstep: Class 34 contains 7704 members 
Mstep: Class 35 contains 63043 members 
Mstep: Class 36 contains 15655 members 
Mstep: Class 37 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111144.000000 Penalty: 122926.609375
Iteration 70Q: 38 clusters Score -5.111114e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11347 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 5706 members 
Mstep: Class 7 contains 22111 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 2487 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 13362 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 36886 members 
Mstep: Class 15 contains 71046 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 2182 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 56781 members 
Mstep: Class 20 contains 3625 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 60445 members 
Mstep: Class 25 contains 13416 members 
Mstep: Class 26 contains 15630 members 
Mstep: Class 27 contains 3538 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23617 members 
Mstep: Class 30 contains 7796 members 
Mstep: Class 31 contains 17190 members 
Mstep: Class 32 contains 63103 members 
Mstep: Class 33 contains 21390 members 
Mstep: Class 34 contains 7977 members 
Mstep: Class 35 contains 63042 members 
Mstep: Class 36 contains 15665 members 
Mstep: Class 37 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111204.000000 Penalty: 122926.609375
Iteration 71Q: 38 clusters Score -5.11112e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 11350 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 22109 members 
Mstep: Class 8 contains 4357 members 
Mstep: Class 9 contains 9719 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 13376 members 
Mstep: Class 13 contains 8478 members 
Mstep: Class 14 contains 36887 members 
Mstep: Class 15 contains 70960 members 
Mstep: Class 16 contains 7464 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 56791 members 
Mstep: Class 20 contains 3634 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 60452 members 
Mstep: Class 25 contains 13369 members 
Mstep: Class 26 contains 15631 members 
Mstep: Class 27 contains 3507 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23616 members 
Mstep: Class 30 contains 7804 members 
Mstep: Class 31 contains 17172 members 
Mstep: Class 32 contains 62954 members 
Mstep: Class 33 contains 21372 members 
Mstep: Class 34 contains 8220 members 
Mstep: Class 35 contains 63043 members 
Mstep: Class 36 contains 15665 members 
Mstep: Class 37 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111336.000000 Penalty: 122926.609375
Iteration 72Q: 38 clusters Score -5.111134e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 5718 members 
Mstep: Class 7 contains 22109 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 9727 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 13382 members 
Mstep: Class 13 contains 8427 members 
Mstep: Class 14 contains 36883 members 
Mstep: Class 15 contains 70891 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 56791 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 8875 members 
Mstep: Class 22 contains 2200 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 60450 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 15635 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7810 members 
Mstep: Class 31 contains 17159 members 
Mstep: Class 32 contains 62838 members 
Mstep: Class 33 contains 21356 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 63049 members 
Mstep: Class 36 contains 15666 members 
Mstep: Class 37 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111564.000000 Penalty: 122926.609375
Iteration 73Q: 38 clusters Score -5.111156e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 5721 members 
Mstep: Class 7 contains 22119 members 
Mstep: Class 8 contains 4366 members 
Mstep: Class 9 contains 9732 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 13391 members 
Mstep: Class 13 contains 8372 members 
Mstep: Class 14 contains 36882 members 
Mstep: Class 15 contains 70830 members 
Mstep: Class 16 contains 7564 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 16560 members 
Mstep: Class 19 contains 56796 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 8890 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60450 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 15634 members 
Mstep: Class 27 contains 3481 members 
Mstep: Class 28 contains 10386 members 
Mstep: Class 29 contains 23612 members 
Mstep: Class 30 contains 7816 members 
Mstep: Class 31 contains 17150 members 
Mstep: Class 32 contains 62748 members 
Mstep: Class 33 contains 21341 members 
Mstep: Class 34 contains 8563 members 
Mstep: Class 35 contains 63046 members 
Mstep: Class 36 contains 15665 members 
Mstep: Class 37 contains 6707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111428.000000 Penalty: 122926.609375
Iteration 74Q: 38 clusters Score -5.111143e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 2777 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 22118 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 13407 members 
Mstep: Class 13 contains 8315 members 
Mstep: Class 14 contains 36880 members 
Mstep: Class 15 contains 70792 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 16565 members 
Mstep: Class 19 contains 56796 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 8894 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60451 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 15632 members 
Mstep: Class 27 contains 3479 members 
Mstep: Class 28 contains 10388 members 
Mstep: Class 29 contains 23612 members 
Mstep: Class 30 contains 7821 members 
Mstep: Class 31 contains 17142 members 
Mstep: Class 32 contains 62675 members 
Mstep: Class 33 contains 21329 members 
Mstep: Class 34 contains 8681 members 
Mstep: Class 35 contains 63044 members 
Mstep: Class 36 contains 15661 members 
Mstep: Class 37 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111648.000000 Penalty: 122926.609375
Iteration 75Q: 38 clusters Score -5.111165e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11351 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 22118 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 9742 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13426 members 
Mstep: Class 13 contains 8255 members 
Mstep: Class 14 contains 36878 members 
Mstep: Class 15 contains 70773 members 
Mstep: Class 16 contains 7656 members 
Mstep: Class 17 contains 2168 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 56794 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 8902 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60453 members 
Mstep: Class 25 contains 13281 members 
Mstep: Class 26 contains 15636 members 
Mstep: Class 27 contains 3476 members 
Mstep: Class 28 contains 10390 members 
Mstep: Class 29 contains 23611 members 
Mstep: Class 30 contains 7825 members 
Mstep: Class 31 contains 17137 members 
Mstep: Class 32 contains 62621 members 
Mstep: Class 33 contains 21314 members 
Mstep: Class 34 contains 8760 members 
Mstep: Class 35 contains 63045 members 
Mstep: Class 36 contains 15660 members 
Mstep: Class 37 contains 6712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111764.000000 Penalty: 122926.609375
Iteration 76Q: 38 clusters Score -5.111176e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 22119 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 9742 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13448 members 
Mstep: Class 13 contains 8190 members 
Mstep: Class 14 contains 36883 members 
Mstep: Class 15 contains 70770 members 
Mstep: Class 16 contains 7710 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 56789 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 8906 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60452 members 
Mstep: Class 25 contains 13276 members 
Mstep: Class 26 contains 15638 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10390 members 
Mstep: Class 29 contains 23613 members 
Mstep: Class 30 contains 7825 members 
Mstep: Class 31 contains 17132 members 
Mstep: Class 32 contains 62559 members 
Mstep: Class 33 contains 21296 members 
Mstep: Class 34 contains 8823 members 
Mstep: Class 35 contains 63041 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111776.000000 Penalty: 122926.609375
Iteration 77Q: 38 clusters Score -5.111178e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 22115 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13458 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 36890 members 
Mstep: Class 15 contains 70760 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 16583 members 
Mstep: Class 19 contains 56791 members 
Mstep: Class 20 contains 3637 members 
Mstep: Class 21 contains 8909 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60452 members 
Mstep: Class 25 contains 13257 members 
Mstep: Class 26 contains 15640 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23613 members 
Mstep: Class 30 contains 7830 members 
Mstep: Class 31 contains 17125 members 
Mstep: Class 32 contains 62523 members 
Mstep: Class 33 contains 21282 members 
Mstep: Class 34 contains 8876 members 
Mstep: Class 35 contains 63039 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51111736.000000 Penalty: 122926.609375
Iteration 78Q: 38 clusters Score -5.111174e+07 nChanged 256
Entering ConstructFrom: 
Score: -51111736.000000 Penalty: 122926.609375
Entering ConstructFrom: 
Trying to split cluster 1 (21297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Entering Unmasked Estep 
Score: -1818436.375000 Penalty: 2471.647949
	Iteration 0F: 2 clusters Score -1818436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1803523.125000 Penalty: 4943.295898
	Iteration 0F: 3 clusters Score -1803523 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1808672.875000 Penalty: 4943.295898
	Iteration 1F: 3 clusters Score -1808673 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1809359.500000 Penalty: 4943.295898
	Iteration 2F: 3 clusters Score -1809360 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1810239.875000 Penalty: 4943.295898
	Iteration 3F: 3 clusters Score -1810240 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1811404.875000 Penalty: 4943.295898
	Iteration 4F: 3 clusters Score -1811405 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1812868.625000 Penalty: 4943.295898
	Iteration 5F: 3 clusters Score -1812869 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1814194.625000 Penalty: 4943.295898
	Iteration 6F: 3 clusters Score -1814195 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1815039.250000 Penalty: 4943.295898
	Iteration 7F: 3 clusters Score -1815039 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1815482.750000 Penalty: 4943.295898
	Iteration 8Q: 3 clusters Score -1815483 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1815713.125000 Penalty: 4943.295898
	Iteration 9Q: 3 clusters Score -1815713 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1815823.750000 Penalty: 4943.295898
	Iteration 10Q: 3 clusters Score -1815824 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1815893.250000 Penalty: 4943.295898
	Iteration 11Q: 3 clusters Score -1815893 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1815936.250000 Penalty: 4943.295898
	Iteration 12Q: 3 clusters Score -1815936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1815972.125000 Penalty: 4943.295898
	Iteration 13Q: 3 clusters Score -1815972 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1815987.625000 Penalty: 4943.295898
	Iteration 14Q: 3 clusters Score -1815988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1816005.750000 Penalty: 4943.295898
	Iteration 15Q: 3 clusters Score -1816006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1816017.375000 Penalty: 4943.295898
	Iteration 16Q: 3 clusters Score -1816017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1816018.875000 Penalty: 4943.295898
	Iteration 17Q: 3 clusters Score -1816019 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1816025.000000 Penalty: 4943.295898
	Iteration 18Q: 3 clusters Score -1816025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1816033.000000 Penalty: 4943.295898
	Iteration 19Q: 3 clusters Score -1816033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1816037.500000 Penalty: 4943.295898
	Iteration 20F: 3 clusters Score -1816038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1816035.125000 Penalty: 4943.295898
	Iteration 21Q: 3 clusters Score -1816035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1816035.500000 Penalty: 4943.295898
	Iteration 22Q: 3 clusters Score -1816036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1816034.500000 Penalty: 4943.295898
	Iteration 23Q: 3 clusters Score -1816034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1816032.625000 Penalty: 4943.295898
	Iteration 24Q: 3 clusters Score -1816033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1816035.875000 Penalty: 4943.295898
	Iteration 25Q: 3 clusters Score -1816036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1816035.000000 Penalty: 4943.295898
	Iteration 26Q: 3 clusters Score -1816035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1816036.875000 Penalty: 4943.295898
	Iteration 27Q: 3 clusters Score -1816037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1816034.375000 Penalty: 4943.295898
	Iteration 28Q: 3 clusters Score -1816034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1816038.125000 Penalty: 4943.295898
	Iteration 29Q: 3 clusters Score -1816038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1816038.375000 Penalty: 4943.295898
	Iteration 30Q: 3 clusters Score -1816038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1816040.375000 Penalty: 4943.295898
	Iteration 31Q: 3 clusters Score -1816040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1816041.875000 Penalty: 4943.295898
	Iteration 32Q: 3 clusters Score -1816042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1816043.750000 Penalty: 4943.295898
	Iteration 33Q: 3 clusters Score -1816044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1816042.375000 Penalty: 4943.295898
	Iteration 34Q: 3 clusters Score -1816042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1816042.125000 Penalty: 4943.295898
	Iteration 35Q: 3 clusters Score -1816042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1816042.125000 Penalty: 4943.295898
	Iteration 36F: 3 clusters Score -1816042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -101780.406250 Penalty: 1791.919434
	Iteration 0F: 2 clusters Score -101780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -99604.835938 Penalty: 3583.838867
	Iteration 0F: 3 clusters Score -99604.84 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99983.898438 Penalty: 3583.838867
	Iteration 1F: 3 clusters Score -99983.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100117.703125 Penalty: 3583.838867
	Iteration 2F: 3 clusters Score -100117.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100203.882812 Penalty: 3583.838867
	Iteration 3Q: 3 clusters Score -100203.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100261.343750 Penalty: 3583.838867
	Iteration 4Q: 3 clusters Score -100261.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100318.054688 Penalty: 3583.838867
	Iteration 5Q: 3 clusters Score -100318.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -100384.781250 Penalty: 3583.838867
	Iteration 6Q: 3 clusters Score -100384.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100451.000000 Penalty: 3583.838867
	Iteration 7Q: 3 clusters Score -100451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100520.335938 Penalty: 3583.838867
	Iteration 8Q: 3 clusters Score -100520.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100615.679688 Penalty: 3583.838867
	Iteration 9Q: 3 clusters Score -100615.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100697.867188 Penalty: 3583.838867
	Iteration 10Q: 3 clusters Score -100697.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100755.148438 Penalty: 3583.838867
	Iteration 11Q: 3 clusters Score -100755.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100792.054688 Penalty: 3583.838867
	Iteration 12Q: 3 clusters Score -100792.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100824.289062 Penalty: 3583.838867
	Iteration 13Q: 3 clusters Score -100824.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100834.960938 Penalty: 3583.838867
	Iteration 14Q: 3 clusters Score -100835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100839.539062 Penalty: 3583.838867
	Iteration 15Q: 3 clusters Score -100839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100841.132812 Penalty: 3583.838867
	Iteration 16Q: 3 clusters Score -100841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100843.875000 Penalty: 3583.838867
	Iteration 17Q: 3 clusters Score -100843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100846.546875 Penalty: 3583.838867
	Iteration 18Q: 3 clusters Score -100846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100847.046875 Penalty: 3583.838867
	Iteration 19Q: 3 clusters Score -100847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100849.593750 Penalty: 3583.838867
	Iteration 20F: 3 clusters Score -100849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100865.929688 Penalty: 3583.838867
	Iteration 21Q: 3 clusters Score -100865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100883.484375 Penalty: 3583.838867
	Iteration 22Q: 3 clusters Score -100883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100900.523438 Penalty: 3583.838867
	Iteration 23Q: 3 clusters Score -100900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100910.046875 Penalty: 3583.838867
	Iteration 24Q: 3 clusters Score -100910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100919.000000 Penalty: 3583.838867
	Iteration 25Q: 3 clusters Score -100919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100923.726562 Penalty: 3583.838867
	Iteration 26Q: 3 clusters Score -100923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100925.226562 Penalty: 3583.838867
	Iteration 27Q: 3 clusters Score -100925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100925.226562 Penalty: 3583.838867
	Iteration 28F: 3 clusters Score -100925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Entering Unmasked Estep 
Score: -921441.937500 Penalty: 2315.613037
	Iteration 0F: 2 clusters Score -921441.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -912948.687500 Penalty: 4631.226074
	Iteration 0F: 3 clusters Score -912948.7 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -915759.750000 Penalty: 4631.226074
	Iteration 1F: 3 clusters Score -915759.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -917459.937500 Penalty: 4631.226074
	Iteration 2F: 3 clusters Score -917459.9 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -921778.437500 Penalty: 4631.226074
	Iteration 3F: 3 clusters Score -921778.4 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -924562.500000 Penalty: 4631.226074
	Iteration 4F: 3 clusters Score -924562.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -925521.500000 Penalty: 4631.226074
	Iteration 5F: 3 clusters Score -925521.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -925864.750000 Penalty: 4631.226074
	Iteration 6Q: 3 clusters Score -925864.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -926119.125000 Penalty: 4631.226074
	Iteration 7Q: 3 clusters Score -926119.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -926320.312500 Penalty: 4631.226074
	Iteration 8Q: 3 clusters Score -926320.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -926493.375000 Penalty: 4631.226074
	Iteration 9Q: 3 clusters Score -926493.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -926583.812500 Penalty: 4631.226074
	Iteration 10Q: 3 clusters Score -926583.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -926655.750000 Penalty: 4631.226074
	Iteration 11Q: 3 clusters Score -926655.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -926692.000000 Penalty: 4631.226074
	Iteration 12Q: 3 clusters Score -926692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -926709.187500 Penalty: 4631.226074
	Iteration 13Q: 3 clusters Score -926709.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -926718.062500 Penalty: 4631.226074
	Iteration 14Q: 3 clusters Score -926718.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -926732.812500 Penalty: 4631.226074
	Iteration 15Q: 3 clusters Score -926732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -926749.375000 Penalty: 4631.226074
	Iteration 16Q: 3 clusters Score -926749.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -926776.875000 Penalty: 4631.226074
	Iteration 17Q: 3 clusters Score -926776.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -926807.187500 Penalty: 4631.226074
	Iteration 18Q: 3 clusters Score -926807.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -926842.375000 Penalty: 4631.226074
	Iteration 19Q: 3 clusters Score -926842.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -926917.937500 Penalty: 4631.226074
	Iteration 20F: 3 clusters Score -926917.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -927040.875000 Penalty: 4631.226074
	Iteration 21Q: 3 clusters Score -927040.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -927305.500000 Penalty: 4631.226074
	Iteration 22Q: 3 clusters Score -927305.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -927675.687500 Penalty: 4631.226074
	Iteration 23Q: 3 clusters Score -927675.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -927723.375000 Penalty: 4631.226074
	Iteration 24Q: 3 clusters Score -927723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -927724.375000 Penalty: 4631.226074
	Iteration 25Q: 3 clusters Score -927724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -927724.875000 Penalty: 4631.226074
	Iteration 26Q: 3 clusters Score -927724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -927724.875000 Penalty: 4631.226074
	Iteration 27F: 3 clusters Score -927724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 36896 members 
Mstep: Class 15 contains 70754 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Entering Unmasked Estep 
Score: -51116968.000000 Penalty: 126248.953125
Splitting cluster 3 changes total score from -51111736.000000 to -51116968.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -220340.156250 Penalty: 1966.333984
	Iteration 0F: 2 clusters Score -220340.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -217229.250000 Penalty: 3932.667969
	Iteration 0F: 3 clusters Score -217229.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -217952.093750 Penalty: 3932.667969
	Iteration 1F: 3 clusters Score -217952.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -218174.875000 Penalty: 3932.667969
	Iteration 2F: 3 clusters Score -218174.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -218369.671875 Penalty: 3932.667969
	Iteration 3F: 3 clusters Score -218369.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -218515.375000 Penalty: 3932.667969
	Iteration 4F: 3 clusters Score -218515.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -218621.437500 Penalty: 3932.667969
	Iteration 5Q: 3 clusters Score -218621.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -218704.765625 Penalty: 3932.667969
	Iteration 6Q: 3 clusters Score -218704.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -218769.328125 Penalty: 3932.667969
	Iteration 7Q: 3 clusters Score -218769.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -218825.406250 Penalty: 3932.667969
	Iteration 8Q: 3 clusters Score -218825.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -218872.078125 Penalty: 3932.667969
	Iteration 9Q: 3 clusters Score -218872.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -218908.843750 Penalty: 3932.667969
	Iteration 10Q: 3 clusters Score -218908.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -218944.593750 Penalty: 3932.667969
	Iteration 11Q: 3 clusters Score -218944.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -218973.656250 Penalty: 3932.667969
	Iteration 12Q: 3 clusters Score -218973.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -218992.203125 Penalty: 3932.667969
	Iteration 13Q: 3 clusters Score -218992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -219009.109375 Penalty: 3932.667969
	Iteration 14Q: 3 clusters Score -219009.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -219029.343750 Penalty: 3932.667969
	Iteration 15Q: 3 clusters Score -219029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -219046.218750 Penalty: 3932.667969
	Iteration 16Q: 3 clusters Score -219046.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -219059.625000 Penalty: 3932.667969
	Iteration 17Q: 3 clusters Score -219059.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -219066.187500 Penalty: 3932.667969
	Iteration 18Q: 3 clusters Score -219066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -219073.484375 Penalty: 3932.667969
	Iteration 19Q: 3 clusters Score -219073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -219077.781250 Penalty: 3932.667969
	Iteration 20F: 3 clusters Score -219077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -219082.812500 Penalty: 3932.667969
	Iteration 21Q: 3 clusters Score -219082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -219088.187500 Penalty: 3932.667969
	Iteration 22Q: 3 clusters Score -219088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -219093.812500 Penalty: 3932.667969
	Iteration 23Q: 3 clusters Score -219093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -219099.625000 Penalty: 3932.667969
	Iteration 24Q: 3 clusters Score -219099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -219105.359375 Penalty: 3932.667969
	Iteration 25Q: 3 clusters Score -219105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -219107.546875 Penalty: 3932.667969
	Iteration 26Q: 3 clusters Score -219107.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -219111.437500 Penalty: 3932.667969
	Iteration 27Q: 3 clusters Score -219111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -219114.609375 Penalty: 3932.667969
	Iteration 28Q: 3 clusters Score -219114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -219114.187500 Penalty: 3932.667969
	Iteration 29Q: 3 clusters Score -219114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -219115.171875 Penalty: 3932.667969
	Iteration 30Q: 3 clusters Score -219115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -219116.578125 Penalty: 3932.667969
	Iteration 31Q: 3 clusters Score -219116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -219117.281250 Penalty: 3932.667969
	Iteration 32Q: 3 clusters Score -219117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -219117.281250 Penalty: 3932.667969
	Iteration 33F: 3 clusters Score -219117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -608715.750000 Penalty: 2208.583740
	Iteration 0F: 2 clusters Score -608715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -602708.125000 Penalty: 4417.167480
	Iteration 0F: 3 clusters Score -602708.1 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -604284.937500 Penalty: 4417.167480
	Iteration 1F: 3 clusters Score -604284.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -604615.375000 Penalty: 4417.167480
	Iteration 2F: 3 clusters Score -604615.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -604898.375000 Penalty: 4417.167480
	Iteration 3F: 3 clusters Score -604898.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -605159.125000 Penalty: 4417.167480
	Iteration 4F: 3 clusters Score -605159.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -605417.812500 Penalty: 4417.167480
	Iteration 5F: 3 clusters Score -605417.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -605685.375000 Penalty: 4417.167480
	Iteration 6F: 3 clusters Score -605685.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -605997.562500 Penalty: 4417.167480
	Iteration 7F: 3 clusters Score -605997.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -606347.062500 Penalty: 4417.167480
	Iteration 8F: 3 clusters Score -606347.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -606623.000000 Penalty: 4417.167480
	Iteration 9Q: 3 clusters Score -606623 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -606807.750000 Penalty: 4417.167480
	Iteration 10Q: 3 clusters Score -606807.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -606944.187500 Penalty: 4417.167480
	Iteration 11Q: 3 clusters Score -606944.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -607040.375000 Penalty: 4417.167480
	Iteration 12Q: 3 clusters Score -607040.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -607094.562500 Penalty: 4417.167480
	Iteration 13Q: 3 clusters Score -607094.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -607139.312500 Penalty: 4417.167480
	Iteration 14Q: 3 clusters Score -607139.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -607173.125000 Penalty: 4417.167480
	Iteration 15Q: 3 clusters Score -607173.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -607207.187500 Penalty: 4417.167480
	Iteration 16Q: 3 clusters Score -607207.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -607233.750000 Penalty: 4417.167480
	Iteration 17Q: 3 clusters Score -607233.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -607256.187500 Penalty: 4417.167480
	Iteration 18Q: 3 clusters Score -607256.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -607276.250000 Penalty: 4417.167480
	Iteration 19Q: 3 clusters Score -607276.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -607288.125000 Penalty: 4417.167480
	Iteration 20F: 3 clusters Score -607288.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -607301.937500 Penalty: 4417.167480
	Iteration 21Q: 3 clusters Score -607301.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -607305.500000 Penalty: 4417.167480
	Iteration 22Q: 3 clusters Score -607305.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -607309.562500 Penalty: 4417.167480
	Iteration 23Q: 3 clusters Score -607309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -607310.625000 Penalty: 4417.167480
	Iteration 24Q: 3 clusters Score -607310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -607315.125000 Penalty: 4417.167480
	Iteration 25Q: 3 clusters Score -607315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -607321.312500 Penalty: 4417.167480
	Iteration 26Q: 3 clusters Score -607321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -607323.875000 Penalty: 4417.167480
	Iteration 27Q: 3 clusters Score -607323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -607326.625000 Penalty: 4417.167480
	Iteration 28Q: 3 clusters Score -607326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -607330.000000 Penalty: 4417.167480
	Iteration 29Q: 3 clusters Score -607330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -607332.062500 Penalty: 4417.167480
	Iteration 30Q: 3 clusters Score -607332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -607332.562500 Penalty: 4417.167480
	Iteration 31Q: 3 clusters Score -607332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -607332.625000 Penalty: 4417.167480
	Iteration 32Q: 3 clusters Score -607332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -607334.250000 Penalty: 4417.167480
	Iteration 33Q: 3 clusters Score -607334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -607337.750000 Penalty: 4417.167480
	Iteration 34Q: 3 clusters Score -607337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -607336.562500 Penalty: 4417.167480
	Iteration 35Q: 3 clusters Score -607336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -607338.625000 Penalty: 4417.167480
	Iteration 36Q: 3 clusters Score -607338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -607338.812500 Penalty: 4417.167480
	Iteration 37Q: 3 clusters Score -607338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -607338.812500 Penalty: 4417.167480
	Iteration 38F: 3 clusters Score -607338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -460795.781250 Penalty: 2146.406738
	Iteration 0F: 2 clusters Score -460795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -455786.750000 Penalty: 4292.813477
	Iteration 0F: 3 clusters Score -455786.8 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -457027.562500 Penalty: 4292.813477
	Iteration 1F: 3 clusters Score -457027.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -457247.093750 Penalty: 4292.813477
	Iteration 2F: 3 clusters Score -457247.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -457396.625000 Penalty: 4292.813477
	Iteration 3F: 3 clusters Score -457396.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -457491.468750 Penalty: 4292.813477
	Iteration 4Q: 3 clusters Score -457491.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -457562.656250 Penalty: 4292.813477
	Iteration 5Q: 3 clusters Score -457562.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -457618.031250 Penalty: 4292.813477
	Iteration 6Q: 3 clusters Score -457618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -457656.093750 Penalty: 4292.813477
	Iteration 7Q: 3 clusters Score -457656.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -457691.218750 Penalty: 4292.813477
	Iteration 8Q: 3 clusters Score -457691.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -457722.312500 Penalty: 4292.813477
	Iteration 9Q: 3 clusters Score -457722.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -457753.812500 Penalty: 4292.813477
	Iteration 10Q: 3 clusters Score -457753.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -457772.593750 Penalty: 4292.813477
	Iteration 11Q: 3 clusters Score -457772.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -457792.593750 Penalty: 4292.813477
	Iteration 12Q: 3 clusters Score -457792.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -457808.125000 Penalty: 4292.813477
	Iteration 13Q: 3 clusters Score -457808.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -457826.562500 Penalty: 4292.813477
	Iteration 14Q: 3 clusters Score -457826.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -457845.062500 Penalty: 4292.813477
	Iteration 15Q: 3 clusters Score -457845.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -457865.187500 Penalty: 4292.813477
	Iteration 16Q: 3 clusters Score -457865.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -457883.437500 Penalty: 4292.813477
	Iteration 17Q: 3 clusters Score -457883.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -457907.906250 Penalty: 4292.813477
	Iteration 18Q: 3 clusters Score -457907.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -457931.593750 Penalty: 4292.813477
	Iteration 19Q: 3 clusters Score -457931.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -457954.656250 Penalty: 4292.813477
	Iteration 20F: 3 clusters Score -457954.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -457977.343750 Penalty: 4292.813477
	Iteration 21Q: 3 clusters Score -457977.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -458002.687500 Penalty: 4292.813477
	Iteration 22Q: 3 clusters Score -458002.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -458031.625000 Penalty: 4292.813477
	Iteration 23Q: 3 clusters Score -458031.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -458061.593750 Penalty: 4292.813477
	Iteration 24Q: 3 clusters Score -458061.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -458089.562500 Penalty: 4292.813477
	Iteration 25Q: 3 clusters Score -458089.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -458118.531250 Penalty: 4292.813477
	Iteration 26Q: 3 clusters Score -458118.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -458149.718750 Penalty: 4292.813477
	Iteration 27Q: 3 clusters Score -458149.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -458184.156250 Penalty: 4292.813477
	Iteration 28Q: 3 clusters Score -458184.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -458233.062500 Penalty: 4292.813477
	Iteration 29Q: 3 clusters Score -458233.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -458273.937500 Penalty: 4292.813477
	Iteration 30Q: 3 clusters Score -458273.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -458325.375000 Penalty: 4292.813477
	Iteration 31Q: 3 clusters Score -458325.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -458375.000000 Penalty: 4292.813477
	Iteration 32Q: 3 clusters Score -458375 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -458425.750000 Penalty: 4292.813477
	Iteration 33Q: 3 clusters Score -458425.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -458470.437500 Penalty: 4292.813477
	Iteration 34Q: 3 clusters Score -458470.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -458501.593750 Penalty: 4292.813477
	Iteration 35Q: 3 clusters Score -458501.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -458529.781250 Penalty: 4292.813477
	Iteration 36Q: 3 clusters Score -458529.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -458562.218750 Penalty: 4292.813477
	Iteration 37Q: 3 clusters Score -458562.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -458587.375000 Penalty: 4292.813477
	Iteration 38Q: 3 clusters Score -458587.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -458610.468750 Penalty: 4292.813477
	Iteration 39Q: 3 clusters Score -458610.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -458635.843750 Penalty: 4292.813477
	Iteration 40F: 3 clusters Score -458635.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -458660.218750 Penalty: 4292.813477
	Iteration 41Q: 3 clusters Score -458660.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -458682.406250 Penalty: 4292.813477
	Iteration 42Q: 3 clusters Score -458682.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -458702.281250 Penalty: 4292.813477
	Iteration 43Q: 3 clusters Score -458702.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -458721.343750 Penalty: 4292.813477
	Iteration 44Q: 3 clusters Score -458721.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -458737.781250 Penalty: 4292.813477
	Iteration 45Q: 3 clusters Score -458737.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -458752.437500 Penalty: 4292.813477
	Iteration 46Q: 3 clusters Score -458752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -458767.843750 Penalty: 4292.813477
	Iteration 47Q: 3 clusters Score -458767.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -458780.375000 Penalty: 4292.813477
	Iteration 48Q: 3 clusters Score -458780.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -458792.468750 Penalty: 4292.813477
	Iteration 49Q: 3 clusters Score -458792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -458799.000000 Penalty: 4292.813477
	Iteration 50Q: 3 clusters Score -458799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -458805.187500 Penalty: 4292.813477
	Iteration 51Q: 3 clusters Score -458805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -458811.906250 Penalty: 4292.813477
	Iteration 52Q: 3 clusters Score -458811.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -458821.562500 Penalty: 4292.813477
	Iteration 53Q: 3 clusters Score -458821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -458830.406250 Penalty: 4292.813477
	Iteration 54Q: 3 clusters Score -458830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -458841.906250 Penalty: 4292.813477
	Iteration 55Q: 3 clusters Score -458841.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -458853.250000 Penalty: 4292.813477
	Iteration 56Q: 3 clusters Score -458853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -458864.312500 Penalty: 4292.813477
	Iteration 57Q: 3 clusters Score -458864.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -458876.437500 Penalty: 4292.813477
	Iteration 58Q: 3 clusters Score -458876.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -458886.031250 Penalty: 4292.813477
	Iteration 59Q: 3 clusters Score -458886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -458891.562500 Penalty: 4292.813477
	Iteration 60F: 3 clusters Score -458891.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -458895.875000 Penalty: 4292.813477
	Iteration 61Q: 3 clusters Score -458895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -458897.406250 Penalty: 4292.813477
	Iteration 62Q: 3 clusters Score -458897.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -458902.593750 Penalty: 4292.813477
	Iteration 63Q: 3 clusters Score -458902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -458908.250000 Penalty: 4292.813477
	Iteration 64Q: 3 clusters Score -458908.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -458914.156250 Penalty: 4292.813477
	Iteration 65Q: 3 clusters Score -458914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -458920.281250 Penalty: 4292.813477
	Iteration 66Q: 3 clusters Score -458920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -458923.687500 Penalty: 4292.813477
	Iteration 67Q: 3 clusters Score -458923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -458928.000000 Penalty: 4292.813477
	Iteration 68Q: 3 clusters Score -458928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -458934.187500 Penalty: 4292.813477
	Iteration 69Q: 3 clusters Score -458934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -458937.906250 Penalty: 4292.813477
	Iteration 70Q: 3 clusters Score -458937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -458940.843750 Penalty: 4292.813477
	Iteration 71Q: 3 clusters Score -458940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -458942.062500 Penalty: 4292.813477
	Iteration 72Q: 3 clusters Score -458942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -458944.968750 Penalty: 4292.813477
	Iteration 73Q: 3 clusters Score -458945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -458947.812500 Penalty: 4292.813477
	Iteration 74Q: 3 clusters Score -458947.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -458953.500000 Penalty: 4292.813477
	Iteration 75Q: 3 clusters Score -458953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -458956.875000 Penalty: 4292.813477
	Iteration 76Q: 3 clusters Score -458956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -458957.312500 Penalty: 4292.813477
	Iteration 77Q: 3 clusters Score -458957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -458958.562500 Penalty: 4292.813477
	Iteration 78Q: 3 clusters Score -458958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -458961.687500 Penalty: 4292.813477
	Iteration 79Q: 3 clusters Score -458961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -458962.281250 Penalty: 4292.813477
	Iteration 80F: 3 clusters Score -458962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -458963.125000 Penalty: 4292.813477
	Iteration 81Q: 3 clusters Score -458963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -458968.687500 Penalty: 4292.813477
	Iteration 82Q: 3 clusters Score -458968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -458972.062500 Penalty: 4292.813477
	Iteration 83Q: 3 clusters Score -458972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -458975.093750 Penalty: 4292.813477
	Iteration 84Q: 3 clusters Score -458975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -458975.093750 Penalty: 4292.813477
	Iteration 85F: 3 clusters Score -458975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Entering Unmasked Estep 
Score: -1801597.000000 Penalty: 2480.905029
	Iteration 0F: 2 clusters Score -1801597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1786165.875000 Penalty: 4961.810059
	Iteration 0F: 3 clusters Score -1786166 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1791638.250000 Penalty: 4961.810059
	Iteration 1F: 3 clusters Score -1791638 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1792329.250000 Penalty: 4961.810059
	Iteration 2F: 3 clusters Score -1792329 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1793132.750000 Penalty: 4961.810059
	Iteration 3F: 3 clusters Score -1793133 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1794191.375000 Penalty: 4961.810059
	Iteration 4F: 3 clusters Score -1794191 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1795396.000000 Penalty: 4961.810059
	Iteration 5F: 3 clusters Score -1795396 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1796486.125000 Penalty: 4961.810059
	Iteration 6F: 3 clusters Score -1796486 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1797405.125000 Penalty: 4961.810059
	Iteration 7F: 3 clusters Score -1797405 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1797960.750000 Penalty: 4961.810059
	Iteration 8Q: 3 clusters Score -1797961 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1798332.000000 Penalty: 4961.810059
	Iteration 9Q: 3 clusters Score -1798332 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1798560.875000 Penalty: 4961.810059
	Iteration 10Q: 3 clusters Score -1798561 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1798741.625000 Penalty: 4961.810059
	Iteration 11Q: 3 clusters Score -1798742 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1798849.000000 Penalty: 4961.810059
	Iteration 12Q: 3 clusters Score -1798849 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1798928.500000 Penalty: 4961.810059
	Iteration 13Q: 3 clusters Score -1798928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1798984.625000 Penalty: 4961.810059
	Iteration 14Q: 3 clusters Score -1798985 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1799038.500000 Penalty: 4961.810059
	Iteration 15Q: 3 clusters Score -1799038 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1799095.375000 Penalty: 4961.810059
	Iteration 16Q: 3 clusters Score -1799095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1799126.125000 Penalty: 4961.810059
	Iteration 17Q: 3 clusters Score -1799126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1799153.875000 Penalty: 4961.810059
	Iteration 18Q: 3 clusters Score -1799154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1799180.500000 Penalty: 4961.810059
	Iteration 19Q: 3 clusters Score -1799180 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1799201.125000 Penalty: 4961.810059
	Iteration 20F: 3 clusters Score -1799201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1799215.750000 Penalty: 4961.810059
	Iteration 21Q: 3 clusters Score -1799216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1799234.000000 Penalty: 4961.810059
	Iteration 22Q: 3 clusters Score -1799234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1799260.375000 Penalty: 4961.810059
	Iteration 23Q: 3 clusters Score -1799260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1799284.375000 Penalty: 4961.810059
	Iteration 24Q: 3 clusters Score -1799284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1799301.250000 Penalty: 4961.810059
	Iteration 25Q: 3 clusters Score -1799301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1799314.125000 Penalty: 4961.810059
	Iteration 26Q: 3 clusters Score -1799314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1799337.125000 Penalty: 4961.810059
	Iteration 27Q: 3 clusters Score -1799337 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1799350.125000 Penalty: 4961.810059
	Iteration 28Q: 3 clusters Score -1799350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1799364.500000 Penalty: 4961.810059
	Iteration 29Q: 3 clusters Score -1799364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1799378.500000 Penalty: 4961.810059
	Iteration 30Q: 3 clusters Score -1799378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1799387.750000 Penalty: 4961.810059
	Iteration 31Q: 3 clusters Score -1799388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1799399.000000 Penalty: 4961.810059
	Iteration 32Q: 3 clusters Score -1799399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1799399.750000 Penalty: 4961.810059
	Iteration 33Q: 3 clusters Score -1799400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1799409.000000 Penalty: 4961.810059
	Iteration 34Q: 3 clusters Score -1799409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1799416.000000 Penalty: 4961.810059
	Iteration 35Q: 3 clusters Score -1799416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1799423.875000 Penalty: 4961.810059
	Iteration 36Q: 3 clusters Score -1799424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1799425.500000 Penalty: 4961.810059
	Iteration 37Q: 3 clusters Score -1799426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1799426.875000 Penalty: 4961.810059
	Iteration 38Q: 3 clusters Score -1799427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1799438.125000 Penalty: 4961.810059
	Iteration 39Q: 3 clusters Score -1799438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1799435.250000 Penalty: 4961.810059
	Iteration 40F: 3 clusters Score -1799435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1799442.625000 Penalty: 4961.810059
	Iteration 41Q: 3 clusters Score -1799443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1799444.250000 Penalty: 4961.810059
	Iteration 42Q: 3 clusters Score -1799444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1799446.875000 Penalty: 4961.810059
	Iteration 43Q: 3 clusters Score -1799447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1799453.625000 Penalty: 4961.810059
	Iteration 44Q: 3 clusters Score -1799454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1799454.500000 Penalty: 4961.810059
	Iteration 45Q: 3 clusters Score -1799454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1799454.375000 Penalty: 4961.810059
	Iteration 46Q: 3 clusters Score -1799454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1799452.500000 Penalty: 4961.810059
	Iteration 47Q: 3 clusters Score -1799452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1799453.875000 Penalty: 4961.810059
	Iteration 48Q: 3 clusters Score -1799454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1799456.125000 Penalty: 4961.810059
	Iteration 49Q: 3 clusters Score -1799456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1799456.375000 Penalty: 4961.810059
	Iteration 50Q: 3 clusters Score -1799456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1799454.750000 Penalty: 4961.810059
	Iteration 51Q: 3 clusters Score -1799455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1799453.750000 Penalty: 4961.810059
	Iteration 52Q: 3 clusters Score -1799454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1799453.750000 Penalty: 4961.810059
	Iteration 53F: 3 clusters Score -1799454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Entering Unmasked Estep 
Score: -336044.875000 Penalty: 2078.694092
	Iteration 0F: 2 clusters Score -336044.9 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 2202 members 
Entering Unmasked Estep 
Score: -332024.093750 Penalty: 4157.388184
	Iteration 0F: 3 clusters Score -332024.1 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -333359.468750 Penalty: 4157.388184
	Iteration 1F: 3 clusters Score -333359.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -333922.750000 Penalty: 4157.388184
	Iteration 2F: 3 clusters Score -333922.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -334389.812500 Penalty: 4157.388184
	Iteration 3F: 3 clusters Score -334389.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -334782.156250 Penalty: 4157.388184
	Iteration 4F: 3 clusters Score -334782.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -335108.062500 Penalty: 4157.388184
	Iteration 5F: 3 clusters Score -335108.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -335480.812500 Penalty: 4157.388184
	Iteration 6F: 3 clusters Score -335480.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -336145.125000 Penalty: 4157.388184
	Iteration 7F: 3 clusters Score -336145.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -337753.000000 Penalty: 4157.388184
	Iteration 8F: 3 clusters Score -337753 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -339861.343750 Penalty: 4157.388184
	Iteration 9F: 3 clusters Score -339861.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -340136.343750 Penalty: 4157.388184
	Iteration 10Q: 3 clusters Score -340136.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -340188.562500 Penalty: 4157.388184
	Iteration 11Q: 3 clusters Score -340188.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -340233.750000 Penalty: 4157.388184
	Iteration 12Q: 3 clusters Score -340233.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -340269.500000 Penalty: 4157.388184
	Iteration 13Q: 3 clusters Score -340269.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -340298.625000 Penalty: 4157.388184
	Iteration 14Q: 3 clusters Score -340298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -340313.937500 Penalty: 4157.388184
	Iteration 15Q: 3 clusters Score -340313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -340318.343750 Penalty: 4157.388184
	Iteration 16Q: 3 clusters Score -340318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -340321.781250 Penalty: 4157.388184
	Iteration 17Q: 3 clusters Score -340321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -340325.218750 Penalty: 4157.388184
	Iteration 18Q: 3 clusters Score -340325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -340329.031250 Penalty: 4157.388184
	Iteration 19Q: 3 clusters Score -340329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -340328.781250 Penalty: 4157.388184
	Iteration 20F: 3 clusters Score -340328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 36896 members 
Mstep: Class 15 contains 70754 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Entering Unmasked Estep 
Score: -51120096.000000 Penalty: 129571.296875
Splitting cluster 8 changes total score from -51111736.000000 to -51120096.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 9 (9741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Entering Unmasked Estep 
Score: -778478.250000 Penalty: 2277.656494
	Iteration 0F: 2 clusters Score -778478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -770973.000000 Penalty: 4555.312988
	Iteration 0F: 3 clusters Score -770973 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -773088.062500 Penalty: 4555.312988
	Iteration 1F: 3 clusters Score -773088.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -773421.312500 Penalty: 4555.312988
	Iteration 2F: 3 clusters Score -773421.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -773688.562500 Penalty: 4555.312988
	Iteration 3F: 3 clusters Score -773688.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -773958.562500 Penalty: 4555.312988
	Iteration 4Q: 3 clusters Score -773958.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -774271.312500 Penalty: 4555.312988
	Iteration 5F: 3 clusters Score -774271.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -774657.062500 Penalty: 4555.312988
	Iteration 6F: 3 clusters Score -774657.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -775102.125000 Penalty: 4555.312988
	Iteration 7F: 3 clusters Score -775102.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -775628.937500 Penalty: 4555.312988
	Iteration 8F: 3 clusters Score -775628.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -776111.750000 Penalty: 4555.312988
	Iteration 9F: 3 clusters Score -776111.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -776497.437500 Penalty: 4555.312988
	Iteration 10Q: 3 clusters Score -776497.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -776755.312500 Penalty: 4555.312988
	Iteration 11Q: 3 clusters Score -776755.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -776976.000000 Penalty: 4555.312988
	Iteration 12Q: 3 clusters Score -776976 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -777105.437500 Penalty: 4555.312988
	Iteration 13Q: 3 clusters Score -777105.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -777177.000000 Penalty: 4555.312988
	Iteration 14Q: 3 clusters Score -777177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -777208.312500 Penalty: 4555.312988
	Iteration 15Q: 3 clusters Score -777208.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -777227.250000 Penalty: 4555.312988
	Iteration 16Q: 3 clusters Score -777227.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -777241.562500 Penalty: 4555.312988
	Iteration 17Q: 3 clusters Score -777241.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -777252.875000 Penalty: 4555.312988
	Iteration 18Q: 3 clusters Score -777252.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -777258.812500 Penalty: 4555.312988
	Iteration 19Q: 3 clusters Score -777258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -777262.687500 Penalty: 4555.312988
	Iteration 20F: 3 clusters Score -777262.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -777268.062500 Penalty: 4555.312988
	Iteration 21Q: 3 clusters Score -777268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -777273.187500 Penalty: 4555.312988
	Iteration 22Q: 3 clusters Score -777273.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -777278.875000 Penalty: 4555.312988
	Iteration 23Q: 3 clusters Score -777278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -777279.625000 Penalty: 4555.312988
	Iteration 24Q: 3 clusters Score -777279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -777280.812500 Penalty: 4555.312988
	Iteration 25Q: 3 clusters Score -777280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -777282.000000 Penalty: 4555.312988
	Iteration 26Q: 3 clusters Score -777282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -777283.000000 Penalty: 4555.312988
	Iteration 27Q: 3 clusters Score -777283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -777282.812500 Penalty: 4555.312988
	Iteration 28Q: 3 clusters Score -777282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -777283.375000 Penalty: 4555.312988
	Iteration 29Q: 3 clusters Score -777283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -777285.625000 Penalty: 4555.312988
	Iteration 30Q: 3 clusters Score -777285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -777285.687500 Penalty: 4555.312988
	Iteration 31Q: 3 clusters Score -777285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -777287.562500 Penalty: 4555.312988
	Iteration 32Q: 3 clusters Score -777287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -777287.562500 Penalty: 4555.312988
	Iteration 33F: 3 clusters Score -777287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -191180.812500 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -191180.8 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 1228 members 
Entering Unmasked Estep 
Score: -188279.937500 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -188279.9 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -188955.984375 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -188956 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -189199.687500 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -189199.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189380.890625 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -189380.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -189576.453125 Penalty: 3879.932617
	Iteration 4F: 3 clusters Score -189576.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -189736.328125 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -189736.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189969.687500 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -189969.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -190297.312500 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -190297.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -190597.984375 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -190598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190713.109375 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -190713.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190759.234375 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -190759.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190805.125000 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -190805.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -190847.234375 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -190847.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190868.921875 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -190868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -190878.937500 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -190878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190886.750000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -190886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -190897.062500 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -190897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -190903.765625 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -190903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -190908.578125 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -190908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190912.312500 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -190912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190912.890625 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -190912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190914.984375 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -190915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190917.203125 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -190917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -190918.890625 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -190918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -190920.328125 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -190920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -190920.765625 Penalty: 3879.932617
	Iteration 25Q: 3 clusters Score -190920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -190921.562500 Penalty: 3879.932617
	Iteration 26Q: 3 clusters Score -190921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -190921.562500 Penalty: 3879.932617
	Iteration 27F: 3 clusters Score -190921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -742247.312500 Penalty: 2246.817871
	Iteration 0F: 2 clusters Score -742247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -735483.187500 Penalty: 4493.635742
	Iteration 0F: 3 clusters Score -735483.2 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -737316.250000 Penalty: 4493.635742
	Iteration 1F: 3 clusters Score -737316.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -737595.062500 Penalty: 4493.635742
	Iteration 2F: 3 clusters Score -737595.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -737858.937500 Penalty: 4493.635742
	Iteration 3F: 3 clusters Score -737858.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -738113.000000 Penalty: 4493.635742
	Iteration 4F: 3 clusters Score -738113 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -738377.437500 Penalty: 4493.635742
	Iteration 5F: 3 clusters Score -738377.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -738647.375000 Penalty: 4493.635742
	Iteration 6F: 3 clusters Score -738647.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -738998.312500 Penalty: 4493.635742
	Iteration 7F: 3 clusters Score -738998.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -739358.375000 Penalty: 4493.635742
	Iteration 8F: 3 clusters Score -739358.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -739659.437500 Penalty: 4493.635742
	Iteration 9Q: 3 clusters Score -739659.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -739879.562500 Penalty: 4493.635742
	Iteration 10Q: 3 clusters Score -739879.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -740018.250000 Penalty: 4493.635742
	Iteration 11Q: 3 clusters Score -740018.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -740097.375000 Penalty: 4493.635742
	Iteration 12Q: 3 clusters Score -740097.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -740163.375000 Penalty: 4493.635742
	Iteration 13Q: 3 clusters Score -740163.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -740209.000000 Penalty: 4493.635742
	Iteration 14Q: 3 clusters Score -740209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -740241.312500 Penalty: 4493.635742
	Iteration 15Q: 3 clusters Score -740241.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -740274.062500 Penalty: 4493.635742
	Iteration 16Q: 3 clusters Score -740274.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -740292.312500 Penalty: 4493.635742
	Iteration 17Q: 3 clusters Score -740292.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -740307.500000 Penalty: 4493.635742
	Iteration 18Q: 3 clusters Score -740307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -740322.625000 Penalty: 4493.635742
	Iteration 19Q: 3 clusters Score -740322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -740335.750000 Penalty: 4493.635742
	Iteration 20F: 3 clusters Score -740335.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -740342.375000 Penalty: 4493.635742
	Iteration 21Q: 3 clusters Score -740342.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -740347.312500 Penalty: 4493.635742
	Iteration 22Q: 3 clusters Score -740347.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -740352.500000 Penalty: 4493.635742
	Iteration 23Q: 3 clusters Score -740352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -740355.375000 Penalty: 4493.635742
	Iteration 24Q: 3 clusters Score -740355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -740355.687500 Penalty: 4493.635742
	Iteration 25Q: 3 clusters Score -740355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -740359.875000 Penalty: 4493.635742
	Iteration 26Q: 3 clusters Score -740359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -740361.937500 Penalty: 4493.635742
	Iteration 27Q: 3 clusters Score -740361.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -740365.562500 Penalty: 4493.635742
	Iteration 28Q: 3 clusters Score -740365.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -740371.000000 Penalty: 4493.635742
	Iteration 29Q: 3 clusters Score -740371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -740373.875000 Penalty: 4493.635742
	Iteration 30Q: 3 clusters Score -740373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -740379.062500 Penalty: 4493.635742
	Iteration 31Q: 3 clusters Score -740379.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -740385.187500 Penalty: 4493.635742
	Iteration 32Q: 3 clusters Score -740385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -740384.875000 Penalty: 4493.635742
	Iteration 33Q: 3 clusters Score -740384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -740387.875000 Penalty: 4493.635742
	Iteration 34Q: 3 clusters Score -740387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -740390.500000 Penalty: 4493.635742
	Iteration 35Q: 3 clusters Score -740390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -740394.625000 Penalty: 4493.635742
	Iteration 36Q: 3 clusters Score -740394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -740397.750000 Penalty: 4493.635742
	Iteration 37Q: 3 clusters Score -740397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -740399.937500 Penalty: 4493.635742
	Iteration 38Q: 3 clusters Score -740399.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -740405.062500 Penalty: 4493.635742
	Iteration 39Q: 3 clusters Score -740405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -740409.625000 Penalty: 4493.635742
	Iteration 40F: 3 clusters Score -740409.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -740413.937500 Penalty: 4493.635742
	Iteration 41Q: 3 clusters Score -740413.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -740416.562500 Penalty: 4493.635742
	Iteration 42Q: 3 clusters Score -740416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -740422.125000 Penalty: 4493.635742
	Iteration 43Q: 3 clusters Score -740422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -740426.312500 Penalty: 4493.635742
	Iteration 44Q: 3 clusters Score -740426.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -740430.312500 Penalty: 4493.635742
	Iteration 45Q: 3 clusters Score -740430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -740434.937500 Penalty: 4493.635742
	Iteration 46Q: 3 clusters Score -740434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -740437.750000 Penalty: 4493.635742
	Iteration 47Q: 3 clusters Score -740437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -740441.125000 Penalty: 4493.635742
	Iteration 48Q: 3 clusters Score -740441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -740441.750000 Penalty: 4493.635742
	Iteration 49Q: 3 clusters Score -740441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -740445.187500 Penalty: 4493.635742
	Iteration 50Q: 3 clusters Score -740445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -740449.000000 Penalty: 4493.635742
	Iteration 51Q: 3 clusters Score -740449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -740452.687500 Penalty: 4493.635742
	Iteration 52Q: 3 clusters Score -740452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -740452.687500 Penalty: 4493.635742
	Iteration 53Q: 3 clusters Score -740452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -740453.375000 Penalty: 4493.635742
	Iteration 54Q: 3 clusters Score -740453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -740456.312500 Penalty: 4493.635742
	Iteration 55Q: 3 clusters Score -740456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -740457.312500 Penalty: 4493.635742
	Iteration 56Q: 3 clusters Score -740457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -740457.625000 Penalty: 4493.635742
	Iteration 57Q: 3 clusters Score -740457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -740460.875000 Penalty: 4493.635742
	Iteration 58Q: 3 clusters Score -740460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -740460.750000 Penalty: 4493.635742
	Iteration 59Q: 3 clusters Score -740460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -740461.625000 Penalty: 4493.635742
	Iteration 60F: 3 clusters Score -740461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -740465.125000 Penalty: 4493.635742
	Iteration 61Q: 3 clusters Score -740465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -740465.500000 Penalty: 4493.635742
	Iteration 62Q: 3 clusters Score -740465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -740466.875000 Penalty: 4493.635742
	Iteration 63Q: 3 clusters Score -740466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -740467.500000 Penalty: 4493.635742
	Iteration 64Q: 3 clusters Score -740467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -740467.500000 Penalty: 4493.635742
	Iteration 65F: 3 clusters Score -740467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1138261.250000 Penalty: 2358.185791
	Iteration 0F: 2 clusters Score -1138261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1128387.500000 Penalty: 4716.371582
	Iteration 0F: 3 clusters Score -1128388 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1131431.500000 Penalty: 4716.371582
	Iteration 1F: 3 clusters Score -1131432 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1131808.000000 Penalty: 4716.371582
	Iteration 2F: 3 clusters Score -1131808 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1132112.125000 Penalty: 4716.371582
	Iteration 3F: 3 clusters Score -1132112 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1132410.125000 Penalty: 4716.371582
	Iteration 4Q: 3 clusters Score -1132410 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1132726.125000 Penalty: 4716.371582
	Iteration 5Q: 3 clusters Score -1132726 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1133161.125000 Penalty: 4716.371582
	Iteration 6F: 3 clusters Score -1133161 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1133840.250000 Penalty: 4716.371582
	Iteration 7F: 3 clusters Score -1133840 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1134802.875000 Penalty: 4716.371582
	Iteration 8F: 3 clusters Score -1134803 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1135776.250000 Penalty: 4716.371582
	Iteration 9F: 3 clusters Score -1135776 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1136509.125000 Penalty: 4716.371582
	Iteration 10F: 3 clusters Score -1136509 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1137014.250000 Penalty: 4716.371582
	Iteration 11Q: 3 clusters Score -1137014 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1137277.875000 Penalty: 4716.371582
	Iteration 12Q: 3 clusters Score -1137278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1137406.375000 Penalty: 4716.371582
	Iteration 13Q: 3 clusters Score -1137406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1137466.625000 Penalty: 4716.371582
	Iteration 14Q: 3 clusters Score -1137467 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1137496.375000 Penalty: 4716.371582
	Iteration 15Q: 3 clusters Score -1137496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1137510.500000 Penalty: 4716.371582
	Iteration 16Q: 3 clusters Score -1137510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1137525.250000 Penalty: 4716.371582
	Iteration 17Q: 3 clusters Score -1137525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1137527.125000 Penalty: 4716.371582
	Iteration 18Q: 3 clusters Score -1137527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1137530.125000 Penalty: 4716.371582
	Iteration 19Q: 3 clusters Score -1137530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1137529.625000 Penalty: 4716.371582
	Iteration 20F: 3 clusters Score -1137530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1137534.625000 Penalty: 4716.371582
	Iteration 21Q: 3 clusters Score -1137535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1137537.625000 Penalty: 4716.371582
	Iteration 22Q: 3 clusters Score -1137538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1137540.625000 Penalty: 4716.371582
	Iteration 23Q: 3 clusters Score -1137541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1137542.375000 Penalty: 4716.371582
	Iteration 24Q: 3 clusters Score -1137542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1137538.875000 Penalty: 4716.371582
	Iteration 25Q: 3 clusters Score -1137539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1137542.250000 Penalty: 4716.371582
	Iteration 26Q: 3 clusters Score -1137542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1137540.250000 Penalty: 4716.371582
	Iteration 27Q: 3 clusters Score -1137540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1137543.375000 Penalty: 4716.371582
	Iteration 28Q: 3 clusters Score -1137543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1137545.250000 Penalty: 4716.371582
	Iteration 29Q: 3 clusters Score -1137545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1137545.750000 Penalty: 4716.371582
	Iteration 30Q: 3 clusters Score -1137546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1137545.750000 Penalty: 4716.371582
	Iteration 31Q: 3 clusters Score -1137546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1137545.875000 Penalty: 4716.371582
	Iteration 32Q: 3 clusters Score -1137546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1137545.625000 Penalty: 4716.371582
	Iteration 33Q: 3 clusters Score -1137546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1137546.875000 Penalty: 4716.371582
	Iteration 34Q: 3 clusters Score -1137547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1137545.500000 Penalty: 4716.371582
	Iteration 35Q: 3 clusters Score -1137546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1137546.750000 Penalty: 4716.371582
	Iteration 36Q: 3 clusters Score -1137547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1137547.000000 Penalty: 4716.371582
	Iteration 37Q: 3 clusters Score -1137547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1137547.000000 Penalty: 4716.371582
	Iteration 38F: 3 clusters Score -1137547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -620096.125000 Penalty: 2230.770020
	Iteration 0F: 2 clusters Score -620096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -613623.375000 Penalty: 4461.540039
	Iteration 0F: 3 clusters Score -613623.4 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -615895.687500 Penalty: 4461.540039
	Iteration 1F: 3 clusters Score -615895.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -616829.250000 Penalty: 4461.540039
	Iteration 2F: 3 clusters Score -616829.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -617574.312500 Penalty: 4461.540039
	Iteration 3F: 3 clusters Score -617574.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -618139.562500 Penalty: 4461.540039
	Iteration 4F: 3 clusters Score -618139.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -618519.625000 Penalty: 4461.540039
	Iteration 5F: 3 clusters Score -618519.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -618734.375000 Penalty: 4461.540039
	Iteration 6Q: 3 clusters Score -618734.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -618841.062500 Penalty: 4461.540039
	Iteration 7Q: 3 clusters Score -618841.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -618899.250000 Penalty: 4461.540039
	Iteration 8Q: 3 clusters Score -618899.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -618932.250000 Penalty: 4461.540039
	Iteration 9Q: 3 clusters Score -618932.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -618952.375000 Penalty: 4461.540039
	Iteration 10Q: 3 clusters Score -618952.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -618967.000000 Penalty: 4461.540039
	Iteration 11Q: 3 clusters Score -618967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -618986.437500 Penalty: 4461.540039
	Iteration 12Q: 3 clusters Score -618986.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -619008.062500 Penalty: 4461.540039
	Iteration 13Q: 3 clusters Score -619008.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -619023.625000 Penalty: 4461.540039
	Iteration 14Q: 3 clusters Score -619023.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -619040.187500 Penalty: 4461.540039
	Iteration 15Q: 3 clusters Score -619040.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -619059.937500 Penalty: 4461.540039
	Iteration 16Q: 3 clusters Score -619059.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -619075.500000 Penalty: 4461.540039
	Iteration 17Q: 3 clusters Score -619075.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -619095.437500 Penalty: 4461.540039
	Iteration 18Q: 3 clusters Score -619095.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -619119.875000 Penalty: 4461.540039
	Iteration 19Q: 3 clusters Score -619119.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -619137.062500 Penalty: 4461.540039
	Iteration 20F: 3 clusters Score -619137.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -619154.125000 Penalty: 4461.540039
	Iteration 21Q: 3 clusters Score -619154.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -619163.562500 Penalty: 4461.540039
	Iteration 22Q: 3 clusters Score -619163.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -619173.687500 Penalty: 4461.540039
	Iteration 23Q: 3 clusters Score -619173.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -619181.500000 Penalty: 4461.540039
	Iteration 24Q: 3 clusters Score -619181.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -619191.000000 Penalty: 4461.540039
	Iteration 25Q: 3 clusters Score -619191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -619196.875000 Penalty: 4461.540039
	Iteration 26Q: 3 clusters Score -619196.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -619202.750000 Penalty: 4461.540039
	Iteration 27Q: 3 clusters Score -619202.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -619207.562500 Penalty: 4461.540039
	Iteration 28Q: 3 clusters Score -619207.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -619209.125000 Penalty: 4461.540039
	Iteration 29Q: 3 clusters Score -619209.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -619214.625000 Penalty: 4461.540039
	Iteration 30Q: 3 clusters Score -619214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -619217.000000 Penalty: 4461.540039
	Iteration 31Q: 3 clusters Score -619217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -619218.562500 Penalty: 4461.540039
	Iteration 32Q: 3 clusters Score -619218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -619219.312500 Penalty: 4461.540039
	Iteration 33Q: 3 clusters Score -619219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -619220.062500 Penalty: 4461.540039
	Iteration 34Q: 3 clusters Score -619220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -619221.125000 Penalty: 4461.540039
	Iteration 35Q: 3 clusters Score -619221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -619221.125000 Penalty: 4461.540039
	Iteration 36F: 3 clusters Score -619221.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Entering Unmasked Estep 
Score: -3010124.750000 Penalty: 2607.932861
	Iteration 0F: 2 clusters Score -3010125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2985204.750000 Penalty: 5215.865723
	Iteration 0F: 3 clusters Score -2985205 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2995120.000000 Penalty: 5215.865723
	Iteration 1F: 3 clusters Score -2995120 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2996464.000000 Penalty: 5215.865723
	Iteration 2F: 3 clusters Score -2996464 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2998171.500000 Penalty: 5215.865723
	Iteration 3F: 3 clusters Score -2998172 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3000108.250000 Penalty: 5215.865723
	Iteration 4F: 3 clusters Score -3000108 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3002173.250000 Penalty: 5215.865723
	Iteration 5F: 3 clusters Score -3002173 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3004265.500000 Penalty: 5215.865723
	Iteration 6F: 3 clusters Score -3004266 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3006152.500000 Penalty: 5215.865723
	Iteration 7F: 3 clusters Score -3006152 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3007593.750000 Penalty: 5215.865723
	Iteration 8Q: 3 clusters Score -3007594 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3008581.000000 Penalty: 5215.865723
	Iteration 9Q: 3 clusters Score -3008581 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3009230.000000 Penalty: 5215.865723
	Iteration 10Q: 3 clusters Score -3009230 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3009669.250000 Penalty: 5215.865723
	Iteration 11Q: 3 clusters Score -3009669 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3009963.000000 Penalty: 5215.865723
	Iteration 12Q: 3 clusters Score -3009963 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3010221.000000 Penalty: 5215.865723
	Iteration 13Q: 3 clusters Score -3010221 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3010407.250000 Penalty: 5215.865723
	Iteration 14Q: 3 clusters Score -3010407 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3010560.250000 Penalty: 5215.865723
	Iteration 15Q: 3 clusters Score -3010560 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3010713.750000 Penalty: 5215.865723
	Iteration 16Q: 3 clusters Score -3010714 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3010858.000000 Penalty: 5215.865723
	Iteration 17Q: 3 clusters Score -3010858 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3010998.250000 Penalty: 5215.865723
	Iteration 18Q: 3 clusters Score -3010998 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3011144.000000 Penalty: 5215.865723
	Iteration 19Q: 3 clusters Score -3011144 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3011353.500000 Penalty: 5215.865723
	Iteration 20F: 3 clusters Score -3011354 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3011587.500000 Penalty: 5215.865723
	Iteration 21Q: 3 clusters Score -3011588 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3011877.000000 Penalty: 5215.865723
	Iteration 22Q: 3 clusters Score -3011877 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3012283.250000 Penalty: 5215.865723
	Iteration 23Q: 3 clusters Score -3012283 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3012897.250000 Penalty: 5215.865723
	Iteration 24Q: 3 clusters Score -3012897 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3013777.250000 Penalty: 5215.865723
	Iteration 25Q: 3 clusters Score -3013777 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3014885.500000 Penalty: 5215.865723
	Iteration 26Q: 3 clusters Score -3014886 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3015975.000000 Penalty: 5215.865723
	Iteration 27Q: 3 clusters Score -3015975 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3016831.500000 Penalty: 5215.865723
	Iteration 28Q: 3 clusters Score -3016832 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3017313.750000 Penalty: 5215.865723
	Iteration 29Q: 3 clusters Score -3017314 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3017554.250000 Penalty: 5215.865723
	Iteration 30Q: 3 clusters Score -3017554 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3017640.000000 Penalty: 5215.865723
	Iteration 31Q: 3 clusters Score -3017640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3017678.500000 Penalty: 5215.865723
	Iteration 32Q: 3 clusters Score -3017678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3017690.250000 Penalty: 5215.865723
	Iteration 33Q: 3 clusters Score -3017690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3017687.750000 Penalty: 5215.865723
	Iteration 34Q: 3 clusters Score -3017688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3017693.750000 Penalty: 5215.865723
	Iteration 35Q: 3 clusters Score -3017694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3017694.500000 Penalty: 5215.865723
	Iteration 36Q: 3 clusters Score -3017694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3017694.000000 Penalty: 5215.865723
	Iteration 37Q: 3 clusters Score -3017694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3017694.750000 Penalty: 5215.865723
	Iteration 38Q: 3 clusters Score -3017695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3017698.000000 Penalty: 5215.865723
	Iteration 39Q: 3 clusters Score -3017698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3017714.250000 Penalty: 5215.865723
	Iteration 40F: 3 clusters Score -3017714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3017713.500000 Penalty: 5215.865723
	Iteration 41Q: 3 clusters Score -3017714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3017712.000000 Penalty: 5215.865723
	Iteration 42Q: 3 clusters Score -3017712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3017712.250000 Penalty: 5215.865723
	Iteration 43Q: 3 clusters Score -3017712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3017713.250000 Penalty: 5215.865723
	Iteration 44Q: 3 clusters Score -3017713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3017714.000000 Penalty: 5215.865723
	Iteration 45Q: 3 clusters Score -3017714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3017718.000000 Penalty: 5215.865723
	Iteration 46Q: 3 clusters Score -3017718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3017718.000000 Penalty: 5215.865723
	Iteration 47F: 3 clusters Score -3017718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 70754 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Entering Unmasked Estep 
Score: -51126984.000000 Penalty: 132893.640625
Splitting cluster 14 changes total score from -51111736.000000 to -51126984.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (70754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Entering Unmasked Estep 
Score: -5646226.500000 Penalty: 2769.407227
	Iteration 0F: 2 clusters Score -5646226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -5598713.000000 Penalty: 5538.814453
	Iteration 0F: 3 clusters Score -5598713 nChanged 33108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5617197.500000 Penalty: 5538.814453
	Iteration 1F: 3 clusters Score -5617198 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5618248.500000 Penalty: 5538.814453
	Iteration 2Q: 3 clusters Score -5618248 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5619914.500000 Penalty: 5538.814453
	Iteration 3Q: 3 clusters Score -5619914 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5622765.500000 Penalty: 5538.814453
	Iteration 4F: 3 clusters Score -5622766 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5627016.000000 Penalty: 5538.814453
	Iteration 5F: 3 clusters Score -5627016 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5632698.000000 Penalty: 5538.814453
	Iteration 6F: 3 clusters Score -5632698 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5639977.500000 Penalty: 5538.814453
	Iteration 7F: 3 clusters Score -5639978 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5646544.500000 Penalty: 5538.814453
	Iteration 8F: 3 clusters Score -5646544 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -5649945.000000 Penalty: 5538.814453
	Iteration 9F: 3 clusters Score -5649945 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5651538.000000 Penalty: 5538.814453
	Iteration 10Q: 3 clusters Score -5651538 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5652484.500000 Penalty: 5538.814453
	Iteration 11Q: 3 clusters Score -5652484 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -5653041.500000 Penalty: 5538.814453
	Iteration 12Q: 3 clusters Score -5653042 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5653469.500000 Penalty: 5538.814453
	Iteration 13Q: 3 clusters Score -5653470 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5653729.000000 Penalty: 5538.814453
	Iteration 14Q: 3 clusters Score -5653729 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5653966.500000 Penalty: 5538.814453
	Iteration 15Q: 3 clusters Score -5653966 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5654090.500000 Penalty: 5538.814453
	Iteration 16Q: 3 clusters Score -5654090 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5654203.000000 Penalty: 5538.814453
	Iteration 17Q: 3 clusters Score -5654203 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -5654276.500000 Penalty: 5538.814453
	Iteration 18Q: 3 clusters Score -5654276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5654366.000000 Penalty: 5538.814453
	Iteration 19Q: 3 clusters Score -5654366 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5654425.500000 Penalty: 5538.814453
	Iteration 20F: 3 clusters Score -5654426 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5654478.000000 Penalty: 5538.814453
	Iteration 21Q: 3 clusters Score -5654478 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5654516.000000 Penalty: 5538.814453
	Iteration 22Q: 3 clusters Score -5654516 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5654553.000000 Penalty: 5538.814453
	Iteration 23Q: 3 clusters Score -5654553 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -5654565.000000 Penalty: 5538.814453
	Iteration 24Q: 3 clusters Score -5654565 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -5654609.000000 Penalty: 5538.814453
	Iteration 25Q: 3 clusters Score -5654609 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -5654623.000000 Penalty: 5538.814453
	Iteration 26Q: 3 clusters Score -5654623 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -5654661.500000 Penalty: 5538.814453
	Iteration 27Q: 3 clusters Score -5654662 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -5654726.500000 Penalty: 5538.814453
	Iteration 28Q: 3 clusters Score -5654726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -5654762.000000 Penalty: 5538.814453
	Iteration 29Q: 3 clusters Score -5654762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -5654759.500000 Penalty: 5538.814453
	Iteration 30Q: 3 clusters Score -5654760 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5654776.000000 Penalty: 5538.814453
	Iteration 31Q: 3 clusters Score -5654776 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5654811.500000 Penalty: 5538.814453
	Iteration 32Q: 3 clusters Score -5654812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -5654840.000000 Penalty: 5538.814453
	Iteration 33Q: 3 clusters Score -5654840 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5654869.500000 Penalty: 5538.814453
	Iteration 34Q: 3 clusters Score -5654870 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5654902.000000 Penalty: 5538.814453
	Iteration 35Q: 3 clusters Score -5654902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5654923.000000 Penalty: 5538.814453
	Iteration 36Q: 3 clusters Score -5654923 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5654925.000000 Penalty: 5538.814453
	Iteration 37Q: 3 clusters Score -5654925 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5654922.000000 Penalty: 5538.814453
	Iteration 38Q: 3 clusters Score -5654922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5654928.000000 Penalty: 5538.814453
	Iteration 39Q: 3 clusters Score -5654928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5654957.500000 Penalty: 5538.814453
	Iteration 40F: 3 clusters Score -5654958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5654962.000000 Penalty: 5538.814453
	Iteration 41Q: 3 clusters Score -5654962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5654962.000000 Penalty: 5538.814453
	Iteration 42Q: 3 clusters Score -5654962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5654971.000000 Penalty: 5538.814453
	Iteration 43Q: 3 clusters Score -5654971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5654970.000000 Penalty: 5538.814453
	Iteration 44Q: 3 clusters Score -5654970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5654976.500000 Penalty: 5538.814453
	Iteration 45Q: 3 clusters Score -5654976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5654980.500000 Penalty: 5538.814453
	Iteration 46Q: 3 clusters Score -5654980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5654985.000000 Penalty: 5538.814453
	Iteration 47Q: 3 clusters Score -5654985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5654989.500000 Penalty: 5538.814453
	Iteration 48Q: 3 clusters Score -5654990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5654988.500000 Penalty: 5538.814453
	Iteration 49Q: 3 clusters Score -5654988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5654990.500000 Penalty: 5538.814453
	Iteration 50Q: 3 clusters Score -5654990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5654989.500000 Penalty: 5538.814453
	Iteration 51Q: 3 clusters Score -5654990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5654987.000000 Penalty: 5538.814453
	Iteration 52Q: 3 clusters Score -5654987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -5654983.500000 Penalty: 5538.814453
	Iteration 53Q: 3 clusters Score -5654984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5654984.500000 Penalty: 5538.814453
	Iteration 54Q: 3 clusters Score -5654984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5654984.500000 Penalty: 5538.814453
	Iteration 55F: 3 clusters Score -5654984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 7801 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Entering Unmasked Estep 
Score: -51135360.000000 Penalty: 136215.984375
Splitting cluster 15 changes total score from -51111736.000000 to -51135360.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -560530.125000 Penalty: 2222.577881
	Iteration 0F: 2 clusters Score -560530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -554268.500000 Penalty: 4445.155762
	Iteration 0F: 3 clusters Score -554268.5 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -556692.750000 Penalty: 4445.155762
	Iteration 1F: 3 clusters Score -556692.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -558205.875000 Penalty: 4445.155762
	Iteration 2F: 3 clusters Score -558205.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -559197.250000 Penalty: 4445.155762
	Iteration 3F: 3 clusters Score -559197.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -560104.312500 Penalty: 4445.155762
	Iteration 4F: 3 clusters Score -560104.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -560871.500000 Penalty: 4445.155762
	Iteration 5F: 3 clusters Score -560871.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -561471.500000 Penalty: 4445.155762
	Iteration 6F: 3 clusters Score -561471.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -561975.187500 Penalty: 4445.155762
	Iteration 7Q: 3 clusters Score -561975.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -562334.812500 Penalty: 4445.155762
	Iteration 8Q: 3 clusters Score -562334.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -562636.437500 Penalty: 4445.155762
	Iteration 9Q: 3 clusters Score -562636.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -562906.437500 Penalty: 4445.155762
	Iteration 10Q: 3 clusters Score -562906.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -563181.812500 Penalty: 4445.155762
	Iteration 11Q: 3 clusters Score -563181.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -563429.000000 Penalty: 4445.155762
	Iteration 12Q: 3 clusters Score -563429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -563562.062500 Penalty: 4445.155762
	Iteration 13Q: 3 clusters Score -563562.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -563627.375000 Penalty: 4445.155762
	Iteration 14Q: 3 clusters Score -563627.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -563653.375000 Penalty: 4445.155762
	Iteration 15Q: 3 clusters Score -563653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -563654.125000 Penalty: 4445.155762
	Iteration 16Q: 3 clusters Score -563654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -563654.125000 Penalty: 4445.155762
	Iteration 17F: 3 clusters Score -563654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Entering Unmasked Estep 
Score: -51137312.000000 Penalty: 139538.312500
Splitting cluster 16 changes total score from -51111736.000000 to -51137312.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -122926.406250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -122926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -120271.492188 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -120271.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -121236.773438 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -121236.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -121786.695312 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -121786.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -122104.632812 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -122104.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122268.210938 Penalty: 3809.137939
	Iteration 4F: 3 clusters Score -122268.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -122368.632812 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -122368.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122427.312500 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -122427.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122459.156250 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -122459.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -122489.601562 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -122489.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122504.687500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -122504.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -122515.000000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -122515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122531.453125 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -122531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122537.304688 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -122537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -122540.281250 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -122540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -122543.476562 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -122543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -122544.109375 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -122544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122544.304688 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -122544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122545.148438 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -122545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122545.148438 Penalty: 3809.137939
	Iteration 18F: 3 clusters Score -122545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Entering Unmasked Estep 
Score: -1367424.250000 Penalty: 2409.660889
	Iteration 0F: 2 clusters Score -1367424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1355619.125000 Penalty: 4819.321777
	Iteration 0F: 3 clusters Score -1355619 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1359451.875000 Penalty: 4819.321777
	Iteration 1F: 3 clusters Score -1359452 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1359813.000000 Penalty: 4819.321777
	Iteration 2F: 3 clusters Score -1359813 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1360123.375000 Penalty: 4819.321777
	Iteration 3Q: 3 clusters Score -1360123 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1360410.250000 Penalty: 4819.321777
	Iteration 4Q: 3 clusters Score -1360410 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1360688.500000 Penalty: 4819.321777
	Iteration 5Q: 3 clusters Score -1360688 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1361032.000000 Penalty: 4819.321777
	Iteration 6Q: 3 clusters Score -1361032 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1361423.375000 Penalty: 4819.321777
	Iteration 7Q: 3 clusters Score -1361423 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1361841.000000 Penalty: 4819.321777
	Iteration 8Q: 3 clusters Score -1361841 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1362292.625000 Penalty: 4819.321777
	Iteration 9Q: 3 clusters Score -1362293 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1362723.750000 Penalty: 4819.321777
	Iteration 10Q: 3 clusters Score -1362724 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1363116.250000 Penalty: 4819.321777
	Iteration 11Q: 3 clusters Score -1363116 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1363466.750000 Penalty: 4819.321777
	Iteration 12Q: 3 clusters Score -1363467 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1363748.875000 Penalty: 4819.321777
	Iteration 13Q: 3 clusters Score -1363749 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1364004.000000 Penalty: 4819.321777
	Iteration 14Q: 3 clusters Score -1364004 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1364260.875000 Penalty: 4819.321777
	Iteration 15Q: 3 clusters Score -1364261 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1364477.500000 Penalty: 4819.321777
	Iteration 16Q: 3 clusters Score -1364478 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1364636.250000 Penalty: 4819.321777
	Iteration 17Q: 3 clusters Score -1364636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1364767.625000 Penalty: 4819.321777
	Iteration 18Q: 3 clusters Score -1364768 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1364897.625000 Penalty: 4819.321777
	Iteration 19Q: 3 clusters Score -1364898 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1365032.500000 Penalty: 4819.321777
	Iteration 20F: 3 clusters Score -1365032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1365138.500000 Penalty: 4819.321777
	Iteration 21Q: 3 clusters Score -1365138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1365215.625000 Penalty: 4819.321777
	Iteration 22Q: 3 clusters Score -1365216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1365272.000000 Penalty: 4819.321777
	Iteration 23Q: 3 clusters Score -1365272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1365316.750000 Penalty: 4819.321777
	Iteration 24Q: 3 clusters Score -1365317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1365361.000000 Penalty: 4819.321777
	Iteration 25Q: 3 clusters Score -1365361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1365390.500000 Penalty: 4819.321777
	Iteration 26Q: 3 clusters Score -1365390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1365421.125000 Penalty: 4819.321777
	Iteration 27Q: 3 clusters Score -1365421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1365439.500000 Penalty: 4819.321777
	Iteration 28Q: 3 clusters Score -1365440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1365454.000000 Penalty: 4819.321777
	Iteration 29Q: 3 clusters Score -1365454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1365468.375000 Penalty: 4819.321777
	Iteration 30Q: 3 clusters Score -1365468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1365480.125000 Penalty: 4819.321777
	Iteration 31Q: 3 clusters Score -1365480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1365492.125000 Penalty: 4819.321777
	Iteration 32Q: 3 clusters Score -1365492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1365501.250000 Penalty: 4819.321777
	Iteration 33Q: 3 clusters Score -1365501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1365508.625000 Penalty: 4819.321777
	Iteration 34Q: 3 clusters Score -1365509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1365520.000000 Penalty: 4819.321777
	Iteration 35Q: 3 clusters Score -1365520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1365521.750000 Penalty: 4819.321777
	Iteration 36Q: 3 clusters Score -1365522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1365528.875000 Penalty: 4819.321777
	Iteration 37Q: 3 clusters Score -1365529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1365541.250000 Penalty: 4819.321777
	Iteration 38Q: 3 clusters Score -1365541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1365548.250000 Penalty: 4819.321777
	Iteration 39Q: 3 clusters Score -1365548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1365552.500000 Penalty: 4819.321777
	Iteration 40F: 3 clusters Score -1365552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1365559.250000 Penalty: 4819.321777
	Iteration 41Q: 3 clusters Score -1365559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1365563.500000 Penalty: 4819.321777
	Iteration 42Q: 3 clusters Score -1365564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1365564.000000 Penalty: 4819.321777
	Iteration 43Q: 3 clusters Score -1365564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1365565.750000 Penalty: 4819.321777
	Iteration 44Q: 3 clusters Score -1365566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1365563.750000 Penalty: 4819.321777
	Iteration 45Q: 3 clusters Score -1365564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1365565.125000 Penalty: 4819.321777
	Iteration 46Q: 3 clusters Score -1365565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1365563.625000 Penalty: 4819.321777
	Iteration 47Q: 3 clusters Score -1365564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1365564.875000 Penalty: 4819.321777
	Iteration 48Q: 3 clusters Score -1365565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1365567.750000 Penalty: 4819.321777
	Iteration 49Q: 3 clusters Score -1365568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1365571.250000 Penalty: 4819.321777
	Iteration 50Q: 3 clusters Score -1365571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1365581.625000 Penalty: 4819.321777
	Iteration 51Q: 3 clusters Score -1365582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1365591.625000 Penalty: 4819.321777
	Iteration 52Q: 3 clusters Score -1365592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1365599.375000 Penalty: 4819.321777
	Iteration 53Q: 3 clusters Score -1365599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1365604.000000 Penalty: 4819.321777
	Iteration 54Q: 3 clusters Score -1365604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1365603.750000 Penalty: 4819.321777
	Iteration 55Q: 3 clusters Score -1365604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1365607.375000 Penalty: 4819.321777
	Iteration 56Q: 3 clusters Score -1365607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1365615.000000 Penalty: 4819.321777
	Iteration 57Q: 3 clusters Score -1365615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1365616.625000 Penalty: 4819.321777
	Iteration 58Q: 3 clusters Score -1365617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1365618.875000 Penalty: 4819.321777
	Iteration 59Q: 3 clusters Score -1365619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1365617.375000 Penalty: 4819.321777
	Iteration 60F: 3 clusters Score -1365617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Entering Unmasked Estep 
Score: -4644841.000000 Penalty: 2714.919434
	Iteration 0F: 2 clusters Score -4644841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4606721.000000 Penalty: 5429.838867
	Iteration 0F: 3 clusters Score -4606721 nChanged 26542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4621537.500000 Penalty: 5429.838867
	Iteration 1F: 3 clusters Score -4621538 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4622191.500000 Penalty: 5429.838867
	Iteration 2Q: 3 clusters Score -4622192 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4622920.000000 Penalty: 5429.838867
	Iteration 3Q: 3 clusters Score -4622920 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4623771.000000 Penalty: 5429.838867
	Iteration 4Q: 3 clusters Score -4623771 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -4624787.000000 Penalty: 5429.838867
	Iteration 5Q: 3 clusters Score -4624787 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4626122.000000 Penalty: 5429.838867
	Iteration 6Q: 3 clusters Score -4626122 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -4627663.000000 Penalty: 5429.838867
	Iteration 7F: 3 clusters Score -4627663 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4629396.000000 Penalty: 5429.838867
	Iteration 8F: 3 clusters Score -4629396 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4631057.000000 Penalty: 5429.838867
	Iteration 9F: 3 clusters Score -4631057 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4632556.500000 Penalty: 5429.838867
	Iteration 10Q: 3 clusters Score -4632556 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4633863.500000 Penalty: 5429.838867
	Iteration 11Q: 3 clusters Score -4633864 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -4635001.000000 Penalty: 5429.838867
	Iteration 12Q: 3 clusters Score -4635001 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -4636086.000000 Penalty: 5429.838867
	Iteration 13Q: 3 clusters Score -4636086 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -4637107.500000 Penalty: 5429.838867
	Iteration 14Q: 3 clusters Score -4637108 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -4638166.500000 Penalty: 5429.838867
	Iteration 15Q: 3 clusters Score -4638166 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -4639130.500000 Penalty: 5429.838867
	Iteration 16Q: 3 clusters Score -4639130 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -4639979.000000 Penalty: 5429.838867
	Iteration 17Q: 3 clusters Score -4639979 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -4640651.500000 Penalty: 5429.838867
	Iteration 18Q: 3 clusters Score -4640652 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -4641229.500000 Penalty: 5429.838867
	Iteration 19Q: 3 clusters Score -4641230 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -4641664.500000 Penalty: 5429.838867
	Iteration 20F: 3 clusters Score -4641664 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -4641961.000000 Penalty: 5429.838867
	Iteration 21Q: 3 clusters Score -4641961 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -4642157.000000 Penalty: 5429.838867
	Iteration 22Q: 3 clusters Score -4642157 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -4642317.500000 Penalty: 5429.838867
	Iteration 23Q: 3 clusters Score -4642318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -4642402.500000 Penalty: 5429.838867
	Iteration 24Q: 3 clusters Score -4642402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -4642485.000000 Penalty: 5429.838867
	Iteration 25Q: 3 clusters Score -4642485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -4642550.000000 Penalty: 5429.838867
	Iteration 26Q: 3 clusters Score -4642550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -4642590.000000 Penalty: 5429.838867
	Iteration 27Q: 3 clusters Score -4642590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -4642635.000000 Penalty: 5429.838867
	Iteration 28Q: 3 clusters Score -4642635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -4642667.500000 Penalty: 5429.838867
	Iteration 29Q: 3 clusters Score -4642668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -4642691.000000 Penalty: 5429.838867
	Iteration 30Q: 3 clusters Score -4642691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -4642713.000000 Penalty: 5429.838867
	Iteration 31Q: 3 clusters Score -4642713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -4642727.500000 Penalty: 5429.838867
	Iteration 32Q: 3 clusters Score -4642728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -4642740.000000 Penalty: 5429.838867
	Iteration 33Q: 3 clusters Score -4642740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -4642748.500000 Penalty: 5429.838867
	Iteration 34Q: 3 clusters Score -4642748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -4642758.000000 Penalty: 5429.838867
	Iteration 35Q: 3 clusters Score -4642758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -4642760.500000 Penalty: 5429.838867
	Iteration 36Q: 3 clusters Score -4642760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -4642770.500000 Penalty: 5429.838867
	Iteration 37Q: 3 clusters Score -4642770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -4642777.000000 Penalty: 5429.838867
	Iteration 38Q: 3 clusters Score -4642777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -4642777.000000 Penalty: 5429.838867
	Iteration 39Q: 3 clusters Score -4642777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -4642777.500000 Penalty: 5429.838867
	Iteration 40F: 3 clusters Score -4642778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -4642784.500000 Penalty: 5429.838867
	Iteration 41Q: 3 clusters Score -4642784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -4642788.000000 Penalty: 5429.838867
	Iteration 42Q: 3 clusters Score -4642788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -4642795.500000 Penalty: 5429.838867
	Iteration 43Q: 3 clusters Score -4642796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -4642799.000000 Penalty: 5429.838867
	Iteration 44Q: 3 clusters Score -4642799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -4642802.000000 Penalty: 5429.838867
	Iteration 45Q: 3 clusters Score -4642802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -4642805.500000 Penalty: 5429.838867
	Iteration 46Q: 3 clusters Score -4642806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -4642800.500000 Penalty: 5429.838867
	Iteration 47Q: 3 clusters Score -4642800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -4642805.500000 Penalty: 5429.838867
	Iteration 48Q: 3 clusters Score -4642806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -4642802.500000 Penalty: 5429.838867
	Iteration 49Q: 3 clusters Score -4642802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -4642803.500000 Penalty: 5429.838867
	Iteration 50Q: 3 clusters Score -4642804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -4642804.500000 Penalty: 5429.838867
	Iteration 51Q: 3 clusters Score -4642804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -4642803.000000 Penalty: 5429.838867
	Iteration 52Q: 3 clusters Score -4642803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -4642800.000000 Penalty: 5429.838867
	Iteration 53Q: 3 clusters Score -4642800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -4642801.500000 Penalty: 5429.838867
	Iteration 54Q: 3 clusters Score -4642802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -4642806.500000 Penalty: 5429.838867
	Iteration 55Q: 3 clusters Score -4642806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -4642805.500000 Penalty: 5429.838867
	Iteration 56Q: 3 clusters Score -4642806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -4642805.500000 Penalty: 5429.838867
	Iteration 57F: 3 clusters Score -4642806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -285034.687500 Penalty: 2033.194336
	Iteration 0F: 2 clusters Score -285034.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -281415.312500 Penalty: 4066.388672
	Iteration 0F: 3 clusters Score -281415.3 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -282371.562500 Penalty: 4066.388672
	Iteration 1F: 3 clusters Score -282371.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -282803.656250 Penalty: 4066.388672
	Iteration 2F: 3 clusters Score -282803.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -283287.343750 Penalty: 4066.388672
	Iteration 3F: 3 clusters Score -283287.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -283632.968750 Penalty: 4066.388672
	Iteration 4F: 3 clusters Score -283633 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -283840.531250 Penalty: 4066.388672
	Iteration 5F: 3 clusters Score -283840.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -283946.593750 Penalty: 4066.388672
	Iteration 6Q: 3 clusters Score -283946.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -284020.312500 Penalty: 4066.388672
	Iteration 7Q: 3 clusters Score -284020.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -284076.156250 Penalty: 4066.388672
	Iteration 8Q: 3 clusters Score -284076.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -284124.218750 Penalty: 4066.388672
	Iteration 9Q: 3 clusters Score -284124.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284154.812500 Penalty: 4066.388672
	Iteration 10Q: 3 clusters Score -284154.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284179.843750 Penalty: 4066.388672
	Iteration 11Q: 3 clusters Score -284179.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284207.718750 Penalty: 4066.388672
	Iteration 12Q: 3 clusters Score -284207.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -284225.687500 Penalty: 4066.388672
	Iteration 13Q: 3 clusters Score -284225.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -284240.156250 Penalty: 4066.388672
	Iteration 14Q: 3 clusters Score -284240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284250.375000 Penalty: 4066.388672
	Iteration 15Q: 3 clusters Score -284250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -284256.625000 Penalty: 4066.388672
	Iteration 16Q: 3 clusters Score -284256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -284259.312500 Penalty: 4066.388672
	Iteration 17Q: 3 clusters Score -284259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284262.281250 Penalty: 4066.388672
	Iteration 18Q: 3 clusters Score -284262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -284264.812500 Penalty: 4066.388672
	Iteration 19Q: 3 clusters Score -284264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284267.531250 Penalty: 4066.388672
	Iteration 20F: 3 clusters Score -284267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284269.187500 Penalty: 4066.388672
	Iteration 21Q: 3 clusters Score -284269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284270.750000 Penalty: 4066.388672
	Iteration 22Q: 3 clusters Score -284270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284272.000000 Penalty: 4066.388672
	Iteration 23Q: 3 clusters Score -284272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284271.781250 Penalty: 4066.388672
	Iteration 24Q: 3 clusters Score -284271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284271.781250 Penalty: 4066.388672
	Iteration 25F: 3 clusters Score -284271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Entering Unmasked Estep 
Score: -717498.875000 Penalty: 2255.598145
	Iteration 0F: 2 clusters Score -717498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -710546.187500 Penalty: 4511.196289
	Iteration 0F: 3 clusters Score -710546.2 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -712583.875000 Penalty: 4511.196289
	Iteration 1F: 3 clusters Score -712583.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -713003.687500 Penalty: 4511.196289
	Iteration 2F: 3 clusters Score -713003.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -713436.375000 Penalty: 4511.196289
	Iteration 3F: 3 clusters Score -713436.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -713960.437500 Penalty: 4511.196289
	Iteration 4F: 3 clusters Score -713960.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -714552.812500 Penalty: 4511.196289
	Iteration 5F: 3 clusters Score -714552.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -714981.000000 Penalty: 4511.196289
	Iteration 6F: 3 clusters Score -714981 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -715269.937500 Penalty: 4511.196289
	Iteration 7F: 3 clusters Score -715269.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -715495.187500 Penalty: 4511.196289
	Iteration 8Q: 3 clusters Score -715495.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -715683.437500 Penalty: 4511.196289
	Iteration 9Q: 3 clusters Score -715683.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -715841.437500 Penalty: 4511.196289
	Iteration 10Q: 3 clusters Score -715841.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -715998.437500 Penalty: 4511.196289
	Iteration 11Q: 3 clusters Score -715998.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -716181.812500 Penalty: 4511.196289
	Iteration 12Q: 3 clusters Score -716181.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -716405.625000 Penalty: 4511.196289
	Iteration 13Q: 3 clusters Score -716405.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -716641.937500 Penalty: 4511.196289
	Iteration 14Q: 3 clusters Score -716641.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -716867.375000 Penalty: 4511.196289
	Iteration 15Q: 3 clusters Score -716867.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -717049.312500 Penalty: 4511.196289
	Iteration 16Q: 3 clusters Score -717049.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -717178.000000 Penalty: 4511.196289
	Iteration 17Q: 3 clusters Score -717178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -717272.562500 Penalty: 4511.196289
	Iteration 18Q: 3 clusters Score -717272.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -717347.625000 Penalty: 4511.196289
	Iteration 19Q: 3 clusters Score -717347.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -717400.062500 Penalty: 4511.196289
	Iteration 20F: 3 clusters Score -717400.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -717440.250000 Penalty: 4511.196289
	Iteration 21Q: 3 clusters Score -717440.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -717462.937500 Penalty: 4511.196289
	Iteration 22Q: 3 clusters Score -717462.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -717478.812500 Penalty: 4511.196289
	Iteration 23Q: 3 clusters Score -717478.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -717487.812500 Penalty: 4511.196289
	Iteration 24Q: 3 clusters Score -717487.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -717493.437500 Penalty: 4511.196289
	Iteration 25Q: 3 clusters Score -717493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -717500.437500 Penalty: 4511.196289
	Iteration 26Q: 3 clusters Score -717500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -717502.250000 Penalty: 4511.196289
	Iteration 27Q: 3 clusters Score -717502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -717503.312500 Penalty: 4511.196289
	Iteration 28Q: 3 clusters Score -717503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -717508.250000 Penalty: 4511.196289
	Iteration 29Q: 3 clusters Score -717508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -717508.312500 Penalty: 4511.196289
	Iteration 30Q: 3 clusters Score -717508.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -717509.750000 Penalty: 4511.196289
	Iteration 31Q: 3 clusters Score -717509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -717511.875000 Penalty: 4511.196289
	Iteration 32Q: 3 clusters Score -717511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -717513.375000 Penalty: 4511.196289
	Iteration 33Q: 3 clusters Score -717513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -717516.687500 Penalty: 4511.196289
	Iteration 34Q: 3 clusters Score -717516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -717519.375000 Penalty: 4511.196289
	Iteration 35Q: 3 clusters Score -717519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -717520.312500 Penalty: 4511.196289
	Iteration 36Q: 3 clusters Score -717520.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -717521.875000 Penalty: 4511.196289
	Iteration 37Q: 3 clusters Score -717521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -717523.812500 Penalty: 4511.196289
	Iteration 38Q: 3 clusters Score -717523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -717523.812500 Penalty: 4511.196289
	Iteration 39F: 3 clusters Score -717523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Entering Unmasked Estep 
Score: -51136352.000000 Penalty: 142860.656250
Splitting cluster 21 changes total score from -51111736.000000 to -51136352.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -133506.078125 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -133506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -130837.070312 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -130837.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -131620.468750 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -131620.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -131952.484375 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -131952.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -132193.718750 Penalty: 3823.148926
	Iteration 3F: 3 clusters Score -132193.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -132446.593750 Penalty: 3823.148926
	Iteration 4F: 3 clusters Score -132446.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -132735.484375 Penalty: 3823.148926
	Iteration 5F: 3 clusters Score -132735.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -133023.000000 Penalty: 3823.148926
	Iteration 6F: 3 clusters Score -133023 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -133230.734375 Penalty: 3823.148926
	Iteration 7F: 3 clusters Score -133230.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -133332.578125 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -133332.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -133401.921875 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -133401.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -133461.875000 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -133461.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -133579.500000 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -133579.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -133654.484375 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -133654.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -133702.140625 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -133702.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -133734.359375 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -133734.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -133777.156250 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -133777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -133804.546875 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -133804.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -133818.375000 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -133818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -133825.234375 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -133825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -133829.562500 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -133829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -133836.171875 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -133836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -133844.921875 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -133844.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -133854.687500 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -133854.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -133869.281250 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -133869.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -133877.296875 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -133877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -133902.187500 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -133902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -134039.546875 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -134039.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -134127.531250 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -134127.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -134174.859375 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -134174.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -134239.328125 Penalty: 3823.148926
	Iteration 29Q: 3 clusters Score -134239.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -134273.171875 Penalty: 3823.148926
	Iteration 30Q: 3 clusters Score -134273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -134291.125000 Penalty: 3823.148926
	Iteration 31Q: 3 clusters Score -134291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -134306.937500 Penalty: 3823.148926
	Iteration 32Q: 3 clusters Score -134306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -134310.359375 Penalty: 3823.148926
	Iteration 33Q: 3 clusters Score -134310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -134311.500000 Penalty: 3823.148926
	Iteration 34Q: 3 clusters Score -134311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -134312.421875 Penalty: 3823.148926
	Iteration 35Q: 3 clusters Score -134312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -134314.250000 Penalty: 3823.148926
	Iteration 36Q: 3 clusters Score -134314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -134318.171875 Penalty: 3823.148926
	Iteration 37Q: 3 clusters Score -134318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -134320.328125 Penalty: 3823.148926
	Iteration 38Q: 3 clusters Score -134320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -134320.859375 Penalty: 3823.148926
	Iteration 39Q: 3 clusters Score -134320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -134321.609375 Penalty: 3823.148926
	Iteration 40F: 3 clusters Score -134321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -134322.171875 Penalty: 3823.148926
	Iteration 41Q: 3 clusters Score -134322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -134322.703125 Penalty: 3823.148926
	Iteration 42Q: 3 clusters Score -134322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -134323.281250 Penalty: 3823.148926
	Iteration 43Q: 3 clusters Score -134323.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -134323.765625 Penalty: 3823.148926
	Iteration 44Q: 3 clusters Score -134323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -134324.859375 Penalty: 3823.148926
	Iteration 45Q: 3 clusters Score -134324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -134324.859375 Penalty: 3823.148926
	Iteration 46F: 3 clusters Score -134324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Entering Unmasked Estep 
Score: -51135656.000000 Penalty: 146183.000000
Splitting cluster 22 changes total score from -51111736.000000 to -51135656.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -250312.828125 Penalty: 2008.764893
	Iteration 0F: 2 clusters Score -250312.8 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 1688 members 
Entering Unmasked Estep 
Score: -246943.140625 Penalty: 4017.529785
	Iteration 0F: 3 clusters Score -246943.1 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -247816.625000 Penalty: 4017.529785
	Iteration 1F: 3 clusters Score -247816.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -248207.406250 Penalty: 4017.529785
	Iteration 2F: 3 clusters Score -248207.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -248604.046875 Penalty: 4017.529785
	Iteration 3F: 3 clusters Score -248604 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -249077.906250 Penalty: 4017.529785
	Iteration 4F: 3 clusters Score -249077.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -249578.750000 Penalty: 4017.529785
	Iteration 5F: 3 clusters Score -249578.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -249922.140625 Penalty: 4017.529785
	Iteration 6F: 3 clusters Score -249922.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250151.703125 Penalty: 4017.529785
	Iteration 7Q: 3 clusters Score -250151.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250286.406250 Penalty: 4017.529785
	Iteration 8Q: 3 clusters Score -250286.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250330.468750 Penalty: 4017.529785
	Iteration 9Q: 3 clusters Score -250330.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250350.593750 Penalty: 4017.529785
	Iteration 10Q: 3 clusters Score -250350.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250364.406250 Penalty: 4017.529785
	Iteration 11Q: 3 clusters Score -250364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -250378.062500 Penalty: 4017.529785
	Iteration 12Q: 3 clusters Score -250378.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -250388.843750 Penalty: 4017.529785
	Iteration 13Q: 3 clusters Score -250388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -250396.218750 Penalty: 4017.529785
	Iteration 14Q: 3 clusters Score -250396.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -250405.546875 Penalty: 4017.529785
	Iteration 15Q: 3 clusters Score -250405.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250415.593750 Penalty: 4017.529785
	Iteration 16Q: 3 clusters Score -250415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -250426.015625 Penalty: 4017.529785
	Iteration 17Q: 3 clusters Score -250426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -250436.046875 Penalty: 4017.529785
	Iteration 18Q: 3 clusters Score -250436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -250442.421875 Penalty: 4017.529785
	Iteration 19Q: 3 clusters Score -250442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -250453.968750 Penalty: 4017.529785
	Iteration 20F: 3 clusters Score -250454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -250464.765625 Penalty: 4017.529785
	Iteration 21Q: 3 clusters Score -250464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -250467.250000 Penalty: 4017.529785
	Iteration 22Q: 3 clusters Score -250467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250469.843750 Penalty: 4017.529785
	Iteration 23Q: 3 clusters Score -250469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -250474.421875 Penalty: 4017.529785
	Iteration 24Q: 3 clusters Score -250474.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -250479.359375 Penalty: 4017.529785
	Iteration 25Q: 3 clusters Score -250479.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -250484.453125 Penalty: 4017.529785
	Iteration 26Q: 3 clusters Score -250484.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -250489.734375 Penalty: 4017.529785
	Iteration 27Q: 3 clusters Score -250489.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -250492.312500 Penalty: 4017.529785
	Iteration 28Q: 3 clusters Score -250492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250499.578125 Penalty: 4017.529785
	Iteration 29Q: 3 clusters Score -250499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250510.906250 Penalty: 4017.529785
	Iteration 30Q: 3 clusters Score -250510.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -250525.140625 Penalty: 4017.529785
	Iteration 31Q: 3 clusters Score -250525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -250537.062500 Penalty: 4017.529785
	Iteration 32Q: 3 clusters Score -250537.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -250556.062500 Penalty: 4017.529785
	Iteration 33Q: 3 clusters Score -250556.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -250591.515625 Penalty: 4017.529785
	Iteration 34Q: 3 clusters Score -250591.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -250667.187500 Penalty: 4017.529785
	Iteration 35Q: 3 clusters Score -250667.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -250837.156250 Penalty: 4017.529785
	Iteration 36Q: 3 clusters Score -250837.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -251181.406250 Penalty: 4017.529785
	Iteration 37Q: 3 clusters Score -251181.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -251396.812500 Penalty: 4017.529785
	Iteration 38Q: 3 clusters Score -251396.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -251469.093750 Penalty: 4017.529785
	Iteration 39Q: 3 clusters Score -251469.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -251509.000000 Penalty: 4017.529785
	Iteration 40F: 3 clusters Score -251509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -251528.109375 Penalty: 4017.529785
	Iteration 41Q: 3 clusters Score -251528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -251540.406250 Penalty: 4017.529785
	Iteration 42Q: 3 clusters Score -251540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -251544.531250 Penalty: 4017.529785
	Iteration 43Q: 3 clusters Score -251544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -251555.468750 Penalty: 4017.529785
	Iteration 44Q: 3 clusters Score -251555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -251561.609375 Penalty: 4017.529785
	Iteration 45Q: 3 clusters Score -251561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -251562.906250 Penalty: 4017.529785
	Iteration 46Q: 3 clusters Score -251562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -251564.328125 Penalty: 4017.529785
	Iteration 47Q: 3 clusters Score -251564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -251571.765625 Penalty: 4017.529785
	Iteration 48Q: 3 clusters Score -251571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -251575.703125 Penalty: 4017.529785
	Iteration 49Q: 3 clusters Score -251575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -251579.375000 Penalty: 4017.529785
	Iteration 50Q: 3 clusters Score -251579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -251584.656250 Penalty: 4017.529785
	Iteration 51Q: 3 clusters Score -251584.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -251586.125000 Penalty: 4017.529785
	Iteration 52Q: 3 clusters Score -251586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -251586.296875 Penalty: 4017.529785
	Iteration 53Q: 3 clusters Score -251586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -251588.125000 Penalty: 4017.529785
	Iteration 54Q: 3 clusters Score -251588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -251589.406250 Penalty: 4017.529785
	Iteration 55Q: 3 clusters Score -251589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -251591.234375 Penalty: 4017.529785
	Iteration 56Q: 3 clusters Score -251591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -251593.203125 Penalty: 4017.529785
	Iteration 57Q: 3 clusters Score -251593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -251594.265625 Penalty: 4017.529785
	Iteration 58Q: 3 clusters Score -251594.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -251595.234375 Penalty: 4017.529785
	Iteration 59Q: 3 clusters Score -251595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -251596.671875 Penalty: 4017.529785
	Iteration 60F: 3 clusters Score -251596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -251597.343750 Penalty: 4017.529785
	Iteration 61Q: 3 clusters Score -251597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -251597.859375 Penalty: 4017.529785
	Iteration 62Q: 3 clusters Score -251597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -251598.609375 Penalty: 4017.529785
	Iteration 63Q: 3 clusters Score -251598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -251598.609375 Penalty: 4017.529785
	Iteration 64F: 3 clusters Score -251598.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 3474 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Mstep: Class 45 contains 1552 members 
Entering Unmasked Estep 
Score: -51135652.000000 Penalty: 149505.343750
Splitting cluster 23 changes total score from -51111736.000000 to -51135652.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 24 (60455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Entering Unmasked Estep 
Score: -5032474.000000 Penalty: 2730.394531
	Iteration 0F: 2 clusters Score -5032474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -4991928.000000 Penalty: 5460.789062
	Iteration 0F: 3 clusters Score -4991928 nChanged 28157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -5007764.500000 Penalty: 5460.789062
	Iteration 1F: 3 clusters Score -5007764 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -5008439.500000 Penalty: 5460.789062
	Iteration 2Q: 3 clusters Score -5008440 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5009109.000000 Penalty: 5460.789062
	Iteration 3Q: 3 clusters Score -5009109 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5009886.000000 Penalty: 5460.789062
	Iteration 4Q: 3 clusters Score -5009886 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5010898.000000 Penalty: 5460.789062
	Iteration 5Q: 3 clusters Score -5010898 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -5012273.500000 Penalty: 5460.789062
	Iteration 6Q: 3 clusters Score -5012274 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -5013994.000000 Penalty: 5460.789062
	Iteration 7F: 3 clusters Score -5013994 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -5016075.500000 Penalty: 5460.789062
	Iteration 8F: 3 clusters Score -5016076 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5018079.500000 Penalty: 5460.789062
	Iteration 9F: 3 clusters Score -5018080 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -5019322.000000 Penalty: 5460.789062
	Iteration 10Q: 3 clusters Score -5019322 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -5019866.500000 Penalty: 5460.789062
	Iteration 11Q: 3 clusters Score -5019866 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5020083.000000 Penalty: 5460.789062
	Iteration 12Q: 3 clusters Score -5020083 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5020224.000000 Penalty: 5460.789062
	Iteration 13Q: 3 clusters Score -5020224 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5020307.500000 Penalty: 5460.789062
	Iteration 14Q: 3 clusters Score -5020308 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -5020433.000000 Penalty: 5460.789062
	Iteration 15Q: 3 clusters Score -5020433 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -5020548.000000 Penalty: 5460.789062
	Iteration 16Q: 3 clusters Score -5020548 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5020680.000000 Penalty: 5460.789062
	Iteration 17Q: 3 clusters Score -5020680 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -5020794.500000 Penalty: 5460.789062
	Iteration 18Q: 3 clusters Score -5020794 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -5020941.000000 Penalty: 5460.789062
	Iteration 19Q: 3 clusters Score -5020941 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5021120.500000 Penalty: 5460.789062
	Iteration 20F: 3 clusters Score -5021120 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5021316.000000 Penalty: 5460.789062
	Iteration 21Q: 3 clusters Score -5021316 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5021582.500000 Penalty: 5460.789062
	Iteration 22Q: 3 clusters Score -5021582 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5021888.500000 Penalty: 5460.789062
	Iteration 23Q: 3 clusters Score -5021888 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5022258.000000 Penalty: 5460.789062
	Iteration 24Q: 3 clusters Score -5022258 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -5022690.000000 Penalty: 5460.789062
	Iteration 25Q: 3 clusters Score -5022690 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5023205.000000 Penalty: 5460.789062
	Iteration 26Q: 3 clusters Score -5023205 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -5023789.000000 Penalty: 5460.789062
	Iteration 27Q: 3 clusters Score -5023789 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5024465.000000 Penalty: 5460.789062
	Iteration 28Q: 3 clusters Score -5024465 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -5025159.500000 Penalty: 5460.789062
	Iteration 29Q: 3 clusters Score -5025160 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -5025844.000000 Penalty: 5460.789062
	Iteration 30Q: 3 clusters Score -5025844 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -5026543.000000 Penalty: 5460.789062
	Iteration 31Q: 3 clusters Score -5026543 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -5027255.500000 Penalty: 5460.789062
	Iteration 32Q: 3 clusters Score -5027256 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -5027927.000000 Penalty: 5460.789062
	Iteration 33Q: 3 clusters Score -5027927 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -5028521.000000 Penalty: 5460.789062
	Iteration 34Q: 3 clusters Score -5028521 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -5029026.000000 Penalty: 5460.789062
	Iteration 35Q: 3 clusters Score -5029026 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -5029401.500000 Penalty: 5460.789062
	Iteration 36Q: 3 clusters Score -5029402 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -5029719.500000 Penalty: 5460.789062
	Iteration 37Q: 3 clusters Score -5029720 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -5029957.000000 Penalty: 5460.789062
	Iteration 38Q: 3 clusters Score -5029957 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -5030160.000000 Penalty: 5460.789062
	Iteration 39Q: 3 clusters Score -5030160 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -5030332.500000 Penalty: 5460.789062
	Iteration 40F: 3 clusters Score -5030332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -5030462.500000 Penalty: 5460.789062
	Iteration 41Q: 3 clusters Score -5030462 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -5030569.500000 Penalty: 5460.789062
	Iteration 42Q: 3 clusters Score -5030570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -5030620.500000 Penalty: 5460.789062
	Iteration 43Q: 3 clusters Score -5030620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -5030684.000000 Penalty: 5460.789062
	Iteration 44Q: 3 clusters Score -5030684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -5030707.000000 Penalty: 5460.789062
	Iteration 45Q: 3 clusters Score -5030707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -5030727.500000 Penalty: 5460.789062
	Iteration 46Q: 3 clusters Score -5030728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -5030748.500000 Penalty: 5460.789062
	Iteration 47Q: 3 clusters Score -5030748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -5030761.500000 Penalty: 5460.789062
	Iteration 48Q: 3 clusters Score -5030762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -5030778.500000 Penalty: 5460.789062
	Iteration 49Q: 3 clusters Score -5030778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -5030780.000000 Penalty: 5460.789062
	Iteration 50Q: 3 clusters Score -5030780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -5030786.500000 Penalty: 5460.789062
	Iteration 51Q: 3 clusters Score -5030786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -5030798.500000 Penalty: 5460.789062
	Iteration 52Q: 3 clusters Score -5030798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -5030808.000000 Penalty: 5460.789062
	Iteration 53Q: 3 clusters Score -5030808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -5030816.000000 Penalty: 5460.789062
	Iteration 54Q: 3 clusters Score -5030816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -5030814.000000 Penalty: 5460.789062
	Iteration 55Q: 3 clusters Score -5030814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -5030822.500000 Penalty: 5460.789062
	Iteration 56Q: 3 clusters Score -5030822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -5030821.000000 Penalty: 5460.789062
	Iteration 57Q: 3 clusters Score -5030821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -5030821.500000 Penalty: 5460.789062
	Iteration 58Q: 3 clusters Score -5030822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -5030823.000000 Penalty: 5460.789062
	Iteration 59Q: 3 clusters Score -5030823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -5030823.000000 Penalty: 5460.789062
	Iteration 60F: 3 clusters Score -5030823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Entering Unmasked Estep 
Score: -943293.750000 Penalty: 2353.898682
	Iteration 0F: 2 clusters Score -943293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -933545.062500 Penalty: 4707.797363
	Iteration 0F: 3 clusters Score -933545.1 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -936762.125000 Penalty: 4707.797363
	Iteration 1F: 3 clusters Score -936762.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -937405.500000 Penalty: 4707.797363
	Iteration 2F: 3 clusters Score -937405.5 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -938037.125000 Penalty: 4707.797363
	Iteration 3F: 3 clusters Score -938037.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -938720.562500 Penalty: 4707.797363
	Iteration 4F: 3 clusters Score -938720.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -939550.312500 Penalty: 4707.797363
	Iteration 5F: 3 clusters Score -939550.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -940535.312500 Penalty: 4707.797363
	Iteration 6F: 3 clusters Score -940535.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -941384.500000 Penalty: 4707.797363
	Iteration 7F: 3 clusters Score -941384.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -941812.500000 Penalty: 4707.797363
	Iteration 8F: 3 clusters Score -941812.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -941987.125000 Penalty: 4707.797363
	Iteration 9Q: 3 clusters Score -941987.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -942073.125000 Penalty: 4707.797363
	Iteration 10Q: 3 clusters Score -942073.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -942117.812500 Penalty: 4707.797363
	Iteration 11Q: 3 clusters Score -942117.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -942144.250000 Penalty: 4707.797363
	Iteration 12Q: 3 clusters Score -942144.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -942159.500000 Penalty: 4707.797363
	Iteration 13Q: 3 clusters Score -942159.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -942175.062500 Penalty: 4707.797363
	Iteration 14Q: 3 clusters Score -942175.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -942180.875000 Penalty: 4707.797363
	Iteration 15Q: 3 clusters Score -942180.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -942185.000000 Penalty: 4707.797363
	Iteration 16Q: 3 clusters Score -942185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -942187.187500 Penalty: 4707.797363
	Iteration 17Q: 3 clusters Score -942187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -942190.375000 Penalty: 4707.797363
	Iteration 18Q: 3 clusters Score -942190.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -942197.437500 Penalty: 4707.797363
	Iteration 19Q: 3 clusters Score -942197.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -942201.250000 Penalty: 4707.797363
	Iteration 20F: 3 clusters Score -942201.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -942204.750000 Penalty: 4707.797363
	Iteration 21Q: 3 clusters Score -942204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -942208.500000 Penalty: 4707.797363
	Iteration 22Q: 3 clusters Score -942208.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -942204.750000 Penalty: 4707.797363
	Iteration 23Q: 3 clusters Score -942204.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -942210.562500 Penalty: 4707.797363
	Iteration 24Q: 3 clusters Score -942210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -942209.937500 Penalty: 4707.797363
	Iteration 25Q: 3 clusters Score -942209.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -942212.937500 Penalty: 4707.797363
	Iteration 26Q: 3 clusters Score -942212.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -942211.937500 Penalty: 4707.797363
	Iteration 27Q: 3 clusters Score -942211.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -942214.875000 Penalty: 4707.797363
	Iteration 28Q: 3 clusters Score -942214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -942217.625000 Penalty: 4707.797363
	Iteration 29Q: 3 clusters Score -942217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -942218.375000 Penalty: 4707.797363
	Iteration 30Q: 3 clusters Score -942218.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -942222.250000 Penalty: 4707.797363
	Iteration 31Q: 3 clusters Score -942222.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -942221.500000 Penalty: 4707.797363
	Iteration 32Q: 3 clusters Score -942221.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -942226.625000 Penalty: 4707.797363
	Iteration 33Q: 3 clusters Score -942226.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -942230.437500 Penalty: 4707.797363
	Iteration 34Q: 3 clusters Score -942230.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -942229.750000 Penalty: 4707.797363
	Iteration 35Q: 3 clusters Score -942229.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -942233.562500 Penalty: 4707.797363
	Iteration 36Q: 3 clusters Score -942233.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -942232.562500 Penalty: 4707.797363
	Iteration 37Q: 3 clusters Score -942232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -942235.000000 Penalty: 4707.797363
	Iteration 38Q: 3 clusters Score -942235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -942236.562500 Penalty: 4707.797363
	Iteration 39Q: 3 clusters Score -942236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -942237.125000 Penalty: 4707.797363
	Iteration 40F: 3 clusters Score -942237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -942239.187500 Penalty: 4707.797363
	Iteration 41Q: 3 clusters Score -942239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -942240.125000 Penalty: 4707.797363
	Iteration 42Q: 3 clusters Score -942240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -942240.562500 Penalty: 4707.797363
	Iteration 43Q: 3 clusters Score -942240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -942240.000000 Penalty: 4707.797363
	Iteration 44Q: 3 clusters Score -942240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -942240.125000 Penalty: 4707.797363
	Iteration 45Q: 3 clusters Score -942240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -942242.625000 Penalty: 4707.797363
	Iteration 46Q: 3 clusters Score -942242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -942242.937500 Penalty: 4707.797363
	Iteration 47Q: 3 clusters Score -942242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -942243.687500 Penalty: 4707.797363
	Iteration 48Q: 3 clusters Score -942243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -942245.562500 Penalty: 4707.797363
	Iteration 49Q: 3 clusters Score -942245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -942244.750000 Penalty: 4707.797363
	Iteration 50Q: 3 clusters Score -942244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -942244.937500 Penalty: 4707.797363
	Iteration 51Q: 3 clusters Score -942244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -942244.937500 Penalty: 4707.797363
	Iteration 52Q: 3 clusters Score -942244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -942244.937500 Penalty: 4707.797363
	Iteration 53F: 3 clusters Score -942244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -1308727.500000 Penalty: 2395.113281
	Iteration 0F: 2 clusters Score -1308728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1297471.875000 Penalty: 4790.226562
	Iteration 0F: 3 clusters Score -1297472 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1301296.250000 Penalty: 4790.226562
	Iteration 1F: 3 clusters Score -1301296 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1301898.375000 Penalty: 4790.226562
	Iteration 2F: 3 clusters Score -1301898 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1302562.375000 Penalty: 4790.226562
	Iteration 3F: 3 clusters Score -1302562 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1303301.500000 Penalty: 4790.226562
	Iteration 4F: 3 clusters Score -1303302 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1304158.625000 Penalty: 4790.226562
	Iteration 5F: 3 clusters Score -1304159 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1304990.625000 Penalty: 4790.226562
	Iteration 6F: 3 clusters Score -1304991 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1305677.875000 Penalty: 4790.226562
	Iteration 7F: 3 clusters Score -1305678 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1306162.625000 Penalty: 4790.226562
	Iteration 8Q: 3 clusters Score -1306163 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1306482.000000 Penalty: 4790.226562
	Iteration 9Q: 3 clusters Score -1306482 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1306667.125000 Penalty: 4790.226562
	Iteration 10Q: 3 clusters Score -1306667 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1306766.750000 Penalty: 4790.226562
	Iteration 11Q: 3 clusters Score -1306767 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1306817.000000 Penalty: 4790.226562
	Iteration 12Q: 3 clusters Score -1306817 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1306848.500000 Penalty: 4790.226562
	Iteration 13Q: 3 clusters Score -1306848 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1306883.250000 Penalty: 4790.226562
	Iteration 14Q: 3 clusters Score -1306883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1306905.250000 Penalty: 4790.226562
	Iteration 15Q: 3 clusters Score -1306905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1306921.625000 Penalty: 4790.226562
	Iteration 16Q: 3 clusters Score -1306922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1306931.125000 Penalty: 4790.226562
	Iteration 17Q: 3 clusters Score -1306931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1306944.125000 Penalty: 4790.226562
	Iteration 18Q: 3 clusters Score -1306944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1306951.875000 Penalty: 4790.226562
	Iteration 19Q: 3 clusters Score -1306952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1306963.625000 Penalty: 4790.226562
	Iteration 20F: 3 clusters Score -1306964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1306972.000000 Penalty: 4790.226562
	Iteration 21Q: 3 clusters Score -1306972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1306984.500000 Penalty: 4790.226562
	Iteration 22Q: 3 clusters Score -1306984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1306994.500000 Penalty: 4790.226562
	Iteration 23Q: 3 clusters Score -1306994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1307005.375000 Penalty: 4790.226562
	Iteration 24Q: 3 clusters Score -1307005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1307016.625000 Penalty: 4790.226562
	Iteration 25Q: 3 clusters Score -1307017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1307022.500000 Penalty: 4790.226562
	Iteration 26Q: 3 clusters Score -1307022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1307033.500000 Penalty: 4790.226562
	Iteration 27Q: 3 clusters Score -1307034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1307039.000000 Penalty: 4790.226562
	Iteration 28Q: 3 clusters Score -1307039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1307053.750000 Penalty: 4790.226562
	Iteration 29Q: 3 clusters Score -1307054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1307063.625000 Penalty: 4790.226562
	Iteration 30Q: 3 clusters Score -1307064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1307078.125000 Penalty: 4790.226562
	Iteration 31Q: 3 clusters Score -1307078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1307085.000000 Penalty: 4790.226562
	Iteration 32Q: 3 clusters Score -1307085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1307087.125000 Penalty: 4790.226562
	Iteration 33Q: 3 clusters Score -1307087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1307098.625000 Penalty: 4790.226562
	Iteration 34Q: 3 clusters Score -1307099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1307101.750000 Penalty: 4790.226562
	Iteration 35Q: 3 clusters Score -1307102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1307111.500000 Penalty: 4790.226562
	Iteration 36Q: 3 clusters Score -1307112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1307125.375000 Penalty: 4790.226562
	Iteration 37Q: 3 clusters Score -1307125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1307134.875000 Penalty: 4790.226562
	Iteration 38Q: 3 clusters Score -1307135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1307144.875000 Penalty: 4790.226562
	Iteration 39Q: 3 clusters Score -1307145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1307156.375000 Penalty: 4790.226562
	Iteration 40F: 3 clusters Score -1307156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1307166.000000 Penalty: 4790.226562
	Iteration 41Q: 3 clusters Score -1307166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1307167.000000 Penalty: 4790.226562
	Iteration 42Q: 3 clusters Score -1307167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1307172.000000 Penalty: 4790.226562
	Iteration 43Q: 3 clusters Score -1307172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1307176.625000 Penalty: 4790.226562
	Iteration 44Q: 3 clusters Score -1307177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1307181.375000 Penalty: 4790.226562
	Iteration 45Q: 3 clusters Score -1307181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1307184.125000 Penalty: 4790.226562
	Iteration 46Q: 3 clusters Score -1307184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1307189.500000 Penalty: 4790.226562
	Iteration 47Q: 3 clusters Score -1307190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1307200.250000 Penalty: 4790.226562
	Iteration 48Q: 3 clusters Score -1307200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1307206.500000 Penalty: 4790.226562
	Iteration 49Q: 3 clusters Score -1307206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1307205.625000 Penalty: 4790.226562
	Iteration 50Q: 3 clusters Score -1307206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1307211.125000 Penalty: 4790.226562
	Iteration 51Q: 3 clusters Score -1307211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1307218.875000 Penalty: 4790.226562
	Iteration 52Q: 3 clusters Score -1307219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1307222.000000 Penalty: 4790.226562
	Iteration 53Q: 3 clusters Score -1307222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1307233.250000 Penalty: 4790.226562
	Iteration 54Q: 3 clusters Score -1307233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1307238.625000 Penalty: 4790.226562
	Iteration 55Q: 3 clusters Score -1307239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1307238.625000 Penalty: 4790.226562
	Iteration 56Q: 3 clusters Score -1307239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1307243.500000 Penalty: 4790.226562
	Iteration 57Q: 3 clusters Score -1307244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1307245.125000 Penalty: 4790.226562
	Iteration 58Q: 3 clusters Score -1307245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1307247.250000 Penalty: 4790.226562
	Iteration 59Q: 3 clusters Score -1307247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1307249.875000 Penalty: 4790.226562
	Iteration 60F: 3 clusters Score -1307250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1307252.625000 Penalty: 4790.226562
	Iteration 61Q: 3 clusters Score -1307253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1307256.125000 Penalty: 4790.226562
	Iteration 62Q: 3 clusters Score -1307256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1307258.125000 Penalty: 4790.226562
	Iteration 63Q: 3 clusters Score -1307258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1307257.250000 Penalty: 4790.226562
	Iteration 64Q: 3 clusters Score -1307257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1307262.875000 Penalty: 4790.226562
	Iteration 65Q: 3 clusters Score -1307263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1307263.250000 Penalty: 4790.226562
	Iteration 66Q: 3 clusters Score -1307263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1307263.500000 Penalty: 4790.226562
	Iteration 67Q: 3 clusters Score -1307264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1307271.750000 Penalty: 4790.226562
	Iteration 68Q: 3 clusters Score -1307272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1307272.500000 Penalty: 4790.226562
	Iteration 69Q: 3 clusters Score -1307272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1307272.375000 Penalty: 4790.226562
	Iteration 70Q: 3 clusters Score -1307272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1307285.000000 Penalty: 4790.226562
	Iteration 71Q: 3 clusters Score -1307285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1307284.375000 Penalty: 4790.226562
	Iteration 72Q: 3 clusters Score -1307284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1307286.250000 Penalty: 4790.226562
	Iteration 73Q: 3 clusters Score -1307286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1307289.875000 Penalty: 4790.226562
	Iteration 74Q: 3 clusters Score -1307290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1307295.125000 Penalty: 4790.226562
	Iteration 75Q: 3 clusters Score -1307295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1307291.000000 Penalty: 4790.226562
	Iteration 76Q: 3 clusters Score -1307291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1307294.375000 Penalty: 4790.226562
	Iteration 77Q: 3 clusters Score -1307294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1307295.625000 Penalty: 4790.226562
	Iteration 78Q: 3 clusters Score -1307296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1307298.625000 Penalty: 4790.226562
	Iteration 79Q: 3 clusters Score -1307299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1307303.250000 Penalty: 4790.226562
	Iteration 80F: 3 clusters Score -1307303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1307301.000000 Penalty: 4790.226562
	Iteration 81Q: 3 clusters Score -1307301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1307300.875000 Penalty: 4790.226562
	Iteration 82Q: 3 clusters Score -1307301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1307299.750000 Penalty: 4790.226562
	Iteration 83Q: 3 clusters Score -1307300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1307300.000000 Penalty: 4790.226562
	Iteration 84Q: 3 clusters Score -1307300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1307298.750000 Penalty: 4790.226562
	Iteration 85Q: 3 clusters Score -1307299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1307301.750000 Penalty: 4790.226562
	Iteration 86Q: 3 clusters Score -1307302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1307302.875000 Penalty: 4790.226562
	Iteration 87Q: 3 clusters Score -1307303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1307303.500000 Penalty: 4790.226562
	Iteration 88Q: 3 clusters Score -1307304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1307303.625000 Penalty: 4790.226562
	Iteration 89Q: 3 clusters Score -1307304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1307303.500000 Penalty: 4790.226562
	Iteration 90Q: 3 clusters Score -1307304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1307303.500000 Penalty: 4790.226562
	Iteration 91F: 3 clusters Score -1307304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -256359.796875 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -256359.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -252777.843750 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -252777.8 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -253764.734375 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -253764.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -254392.593750 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -254392.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -255341.125000 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -255341.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -256550.671875 Penalty: 4043.918701
	Iteration 4F: 3 clusters Score -256550.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -257817.500000 Penalty: 4043.918701
	Iteration 5F: 3 clusters Score -257817.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -258250.703125 Penalty: 4043.918701
	Iteration 6F: 3 clusters Score -258250.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -258436.671875 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -258436.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -258601.125000 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -258601.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -258812.718750 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -258812.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -258972.765625 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -258972.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -259023.390625 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -259023.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -259046.984375 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -259047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -259067.875000 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -259067.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -259096.140625 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -259096.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -259155.515625 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -259155.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -259222.984375 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -259223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -259265.562500 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -259265.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -259291.968750 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -259292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -259307.031250 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -259307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -259311.359375 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -259311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -259315.828125 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -259315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -259318.640625 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -259318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -259321.421875 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -259321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -259323.890625 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -259323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -259326.031250 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -259326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -259328.500000 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -259328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -259331.828125 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -259331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -259336.078125 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -259336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -259339.015625 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -259339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -259342.390625 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -259342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -259349.046875 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -259349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -259354.468750 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -259354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -259354.968750 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -259355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259356.218750 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -259356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259356.218750 Penalty: 4043.918701
	Iteration 35F: 3 clusters Score -259356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Mstep: Class 45 contains 1552 members 
Mstep: Class 46 contains 1312 members 
Entering Unmasked Estep 
Score: -51137388.000000 Penalty: 152827.687500
Splitting cluster 27 changes total score from -51111736.000000 to -51137388.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -850150.937500 Penalty: 2293.724121
	Iteration 0F: 2 clusters Score -850150.9 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 5145 members 
Entering Unmasked Estep 
Score: -842235.500000 Penalty: 4587.448242
	Iteration 0F: 3 clusters Score -842235.5 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -844812.437500 Penalty: 4587.448242
	Iteration 1F: 3 clusters Score -844812.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -845445.125000 Penalty: 4587.448242
	Iteration 2F: 3 clusters Score -845445.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -846112.437500 Penalty: 4587.448242
	Iteration 3F: 3 clusters Score -846112.4 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -846737.187500 Penalty: 4587.448242
	Iteration 4F: 3 clusters Score -846737.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -847169.812500 Penalty: 4587.448242
	Iteration 5F: 3 clusters Score -847169.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -847434.187500 Penalty: 4587.448242
	Iteration 6Q: 3 clusters Score -847434.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -847592.250000 Penalty: 4587.448242
	Iteration 7Q: 3 clusters Score -847592.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -847679.687500 Penalty: 4587.448242
	Iteration 8Q: 3 clusters Score -847679.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -847732.875000 Penalty: 4587.448242
	Iteration 9Q: 3 clusters Score -847732.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -847764.500000 Penalty: 4587.448242
	Iteration 10Q: 3 clusters Score -847764.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -847785.562500 Penalty: 4587.448242
	Iteration 11Q: 3 clusters Score -847785.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -847803.812500 Penalty: 4587.448242
	Iteration 12Q: 3 clusters Score -847803.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -847813.687500 Penalty: 4587.448242
	Iteration 13Q: 3 clusters Score -847813.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -847824.812500 Penalty: 4587.448242
	Iteration 14Q: 3 clusters Score -847824.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -847827.062500 Penalty: 4587.448242
	Iteration 15Q: 3 clusters Score -847827.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -847831.375000 Penalty: 4587.448242
	Iteration 16Q: 3 clusters Score -847831.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -847834.937500 Penalty: 4587.448242
	Iteration 17Q: 3 clusters Score -847834.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -847837.875000 Penalty: 4587.448242
	Iteration 18Q: 3 clusters Score -847837.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -847842.312500 Penalty: 4587.448242
	Iteration 19Q: 3 clusters Score -847842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -847843.625000 Penalty: 4587.448242
	Iteration 20F: 3 clusters Score -847843.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -847843.437500 Penalty: 4587.448242
	Iteration 21Q: 3 clusters Score -847843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -847846.250000 Penalty: 4587.448242
	Iteration 22Q: 3 clusters Score -847846.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -847849.750000 Penalty: 4587.448242
	Iteration 23Q: 3 clusters Score -847849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -847851.125000 Penalty: 4587.448242
	Iteration 24Q: 3 clusters Score -847851.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -847855.375000 Penalty: 4587.448242
	Iteration 25Q: 3 clusters Score -847855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -847854.500000 Penalty: 4587.448242
	Iteration 26Q: 3 clusters Score -847854.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -847858.375000 Penalty: 4587.448242
	Iteration 27Q: 3 clusters Score -847858.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -847860.437500 Penalty: 4587.448242
	Iteration 28Q: 3 clusters Score -847860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -847861.875000 Penalty: 4587.448242
	Iteration 29Q: 3 clusters Score -847861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -847864.875000 Penalty: 4587.448242
	Iteration 30Q: 3 clusters Score -847864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -847866.562500 Penalty: 4587.448242
	Iteration 31Q: 3 clusters Score -847866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -847868.312500 Penalty: 4587.448242
	Iteration 32Q: 3 clusters Score -847868.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -847870.875000 Penalty: 4587.448242
	Iteration 33Q: 3 clusters Score -847870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -847870.562500 Penalty: 4587.448242
	Iteration 34Q: 3 clusters Score -847870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -847873.312500 Penalty: 4587.448242
	Iteration 35Q: 3 clusters Score -847873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -847874.812500 Penalty: 4587.448242
	Iteration 36Q: 3 clusters Score -847874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -847874.312500 Penalty: 4587.448242
	Iteration 37Q: 3 clusters Score -847874.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -847875.187500 Penalty: 4587.448242
	Iteration 38Q: 3 clusters Score -847875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -847875.187500 Penalty: 4587.448242
	Iteration 39F: 3 clusters Score -847875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Entering Unmasked Estep 
Score: -2051506.375000 Penalty: 2497.259766
	Iteration 0F: 2 clusters Score -2051506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2035057.500000 Penalty: 4994.519531
	Iteration 0F: 3 clusters Score -2035058 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2040886.375000 Penalty: 4994.519531
	Iteration 1F: 3 clusters Score -2040886 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2041479.750000 Penalty: 4994.519531
	Iteration 2F: 3 clusters Score -2041480 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2042071.500000 Penalty: 4994.519531
	Iteration 3F: 3 clusters Score -2042072 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2042700.250000 Penalty: 4994.519531
	Iteration 4F: 3 clusters Score -2042700 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2043425.250000 Penalty: 4994.519531
	Iteration 5F: 3 clusters Score -2043425 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2044294.625000 Penalty: 4994.519531
	Iteration 6F: 3 clusters Score -2044295 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2045273.250000 Penalty: 4994.519531
	Iteration 7F: 3 clusters Score -2045273 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2046297.000000 Penalty: 4994.519531
	Iteration 8F: 3 clusters Score -2046297 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2047233.250000 Penalty: 4994.519531
	Iteration 9F: 3 clusters Score -2047233 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2047998.750000 Penalty: 4994.519531
	Iteration 10Q: 3 clusters Score -2047999 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2048537.875000 Penalty: 4994.519531
	Iteration 11Q: 3 clusters Score -2048538 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2048928.625000 Penalty: 4994.519531
	Iteration 12Q: 3 clusters Score -2048929 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2049188.125000 Penalty: 4994.519531
	Iteration 13Q: 3 clusters Score -2049188 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2049374.875000 Penalty: 4994.519531
	Iteration 14Q: 3 clusters Score -2049375 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2049506.250000 Penalty: 4994.519531
	Iteration 15Q: 3 clusters Score -2049506 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2049588.750000 Penalty: 4994.519531
	Iteration 16Q: 3 clusters Score -2049589 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2049651.875000 Penalty: 4994.519531
	Iteration 17Q: 3 clusters Score -2049652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2049689.625000 Penalty: 4994.519531
	Iteration 18Q: 3 clusters Score -2049690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2049716.750000 Penalty: 4994.519531
	Iteration 19Q: 3 clusters Score -2049717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2049738.625000 Penalty: 4994.519531
	Iteration 20F: 3 clusters Score -2049739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2049756.250000 Penalty: 4994.519531
	Iteration 21Q: 3 clusters Score -2049756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2049759.250000 Penalty: 4994.519531
	Iteration 22Q: 3 clusters Score -2049759 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2049775.750000 Penalty: 4994.519531
	Iteration 23Q: 3 clusters Score -2049776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2049785.625000 Penalty: 4994.519531
	Iteration 24Q: 3 clusters Score -2049786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2049791.000000 Penalty: 4994.519531
	Iteration 25Q: 3 clusters Score -2049791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2049802.125000 Penalty: 4994.519531
	Iteration 26Q: 3 clusters Score -2049802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2049811.375000 Penalty: 4994.519531
	Iteration 27Q: 3 clusters Score -2049811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2049814.625000 Penalty: 4994.519531
	Iteration 28Q: 3 clusters Score -2049815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2049817.125000 Penalty: 4994.519531
	Iteration 29Q: 3 clusters Score -2049817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2049820.375000 Penalty: 4994.519531
	Iteration 30Q: 3 clusters Score -2049820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2049827.500000 Penalty: 4994.519531
	Iteration 31Q: 3 clusters Score -2049828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2049828.375000 Penalty: 4994.519531
	Iteration 32Q: 3 clusters Score -2049828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2049830.875000 Penalty: 4994.519531
	Iteration 33Q: 3 clusters Score -2049831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2049835.750000 Penalty: 4994.519531
	Iteration 34Q: 3 clusters Score -2049836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2049835.375000 Penalty: 4994.519531
	Iteration 35Q: 3 clusters Score -2049835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2049838.500000 Penalty: 4994.519531
	Iteration 36Q: 3 clusters Score -2049838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2049843.625000 Penalty: 4994.519531
	Iteration 37Q: 3 clusters Score -2049844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2049848.375000 Penalty: 4994.519531
	Iteration 38Q: 3 clusters Score -2049848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2049848.625000 Penalty: 4994.519531
	Iteration 39Q: 3 clusters Score -2049849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2049852.875000 Penalty: 4994.519531
	Iteration 40F: 3 clusters Score -2049853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2049848.375000 Penalty: 4994.519531
	Iteration 41Q: 3 clusters Score -2049848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2049854.750000 Penalty: 4994.519531
	Iteration 42Q: 3 clusters Score -2049855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2049853.250000 Penalty: 4994.519531
	Iteration 43Q: 3 clusters Score -2049853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2049858.625000 Penalty: 4994.519531
	Iteration 44Q: 3 clusters Score -2049859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2049862.500000 Penalty: 4994.519531
	Iteration 45Q: 3 clusters Score -2049862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2049861.375000 Penalty: 4994.519531
	Iteration 46Q: 3 clusters Score -2049861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2049868.375000 Penalty: 4994.519531
	Iteration 47Q: 3 clusters Score -2049868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2049869.000000 Penalty: 4994.519531
	Iteration 48Q: 3 clusters Score -2049869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2049864.500000 Penalty: 4994.519531
	Iteration 49Q: 3 clusters Score -2049864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2049872.750000 Penalty: 4994.519531
	Iteration 50Q: 3 clusters Score -2049873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2049876.875000 Penalty: 4994.519531
	Iteration 51Q: 3 clusters Score -2049877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2049879.250000 Penalty: 4994.519531
	Iteration 52Q: 3 clusters Score -2049879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2049878.125000 Penalty: 4994.519531
	Iteration 53Q: 3 clusters Score -2049878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2049877.625000 Penalty: 4994.519531
	Iteration 54Q: 3 clusters Score -2049878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2049876.000000 Penalty: 4994.519531
	Iteration 55Q: 3 clusters Score -2049876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2049878.125000 Penalty: 4994.519531
	Iteration 56Q: 3 clusters Score -2049878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2049879.125000 Penalty: 4994.519531
	Iteration 57Q: 3 clusters Score -2049879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2049883.000000 Penalty: 4994.519531
	Iteration 58Q: 3 clusters Score -2049883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2049885.250000 Penalty: 4994.519531
	Iteration 59Q: 3 clusters Score -2049885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2049884.250000 Penalty: 4994.519531
	Iteration 60F: 3 clusters Score -2049884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2049884.500000 Penalty: 4994.519531
	Iteration 61Q: 3 clusters Score -2049884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2049886.875000 Penalty: 4994.519531
	Iteration 62Q: 3 clusters Score -2049887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2049887.250000 Penalty: 4994.519531
	Iteration 63Q: 3 clusters Score -2049887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2049887.375000 Penalty: 4994.519531
	Iteration 64Q: 3 clusters Score -2049887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2049886.375000 Penalty: 4994.519531
	Iteration 65Q: 3 clusters Score -2049886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2049886.375000 Penalty: 4994.519531
	Iteration 66F: 3 clusters Score -2049886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Entering Unmasked Estep 
Score: -628803.125000 Penalty: 2223.751221
	Iteration 0F: 2 clusters Score -628803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -622494.875000 Penalty: 4447.502441
	Iteration 0F: 3 clusters Score -622494.9 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -624546.000000 Penalty: 4447.502441
	Iteration 1F: 3 clusters Score -624546 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -625329.125000 Penalty: 4447.502441
	Iteration 2F: 3 clusters Score -625329.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -625883.562500 Penalty: 4447.502441
	Iteration 3F: 3 clusters Score -625883.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -626399.375000 Penalty: 4447.502441
	Iteration 4F: 3 clusters Score -626399.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -626977.812500 Penalty: 4447.502441
	Iteration 5F: 3 clusters Score -626977.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -627535.000000 Penalty: 4447.502441
	Iteration 6F: 3 clusters Score -627535 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -628051.312500 Penalty: 4447.502441
	Iteration 7F: 3 clusters Score -628051.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -628493.250000 Penalty: 4447.502441
	Iteration 8F: 3 clusters Score -628493.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -628810.000000 Penalty: 4447.502441
	Iteration 9Q: 3 clusters Score -628810 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -629014.625000 Penalty: 4447.502441
	Iteration 10Q: 3 clusters Score -629014.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -629115.750000 Penalty: 4447.502441
	Iteration 11Q: 3 clusters Score -629115.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -629175.625000 Penalty: 4447.502441
	Iteration 12Q: 3 clusters Score -629175.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -629223.500000 Penalty: 4447.502441
	Iteration 13Q: 3 clusters Score -629223.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -629275.000000 Penalty: 4447.502441
	Iteration 14Q: 3 clusters Score -629275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -629327.937500 Penalty: 4447.502441
	Iteration 15Q: 3 clusters Score -629327.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -629379.875000 Penalty: 4447.502441
	Iteration 16Q: 3 clusters Score -629379.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -629418.375000 Penalty: 4447.502441
	Iteration 17Q: 3 clusters Score -629418.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -629467.000000 Penalty: 4447.502441
	Iteration 18Q: 3 clusters Score -629467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -629560.625000 Penalty: 4447.502441
	Iteration 19Q: 3 clusters Score -629560.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -629748.937500 Penalty: 4447.502441
	Iteration 20F: 3 clusters Score -629748.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -630015.812500 Penalty: 4447.502441
	Iteration 21Q: 3 clusters Score -630015.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -630150.062500 Penalty: 4447.502441
	Iteration 22Q: 3 clusters Score -630150.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -630225.125000 Penalty: 4447.502441
	Iteration 23Q: 3 clusters Score -630225.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -630248.750000 Penalty: 4447.502441
	Iteration 24Q: 3 clusters Score -630248.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -630255.062500 Penalty: 4447.502441
	Iteration 25Q: 3 clusters Score -630255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -630257.750000 Penalty: 4447.502441
	Iteration 26Q: 3 clusters Score -630257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -630258.750000 Penalty: 4447.502441
	Iteration 27Q: 3 clusters Score -630258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -630257.937500 Penalty: 4447.502441
	Iteration 28Q: 3 clusters Score -630257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -630260.812500 Penalty: 4447.502441
	Iteration 29Q: 3 clusters Score -630260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -630260.812500 Penalty: 4447.502441
	Iteration 30F: 3 clusters Score -630260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 17122 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Mstep: Class 45 contains 1552 members 
Mstep: Class 46 contains 1312 members 
Mstep: Class 47 contains 5562 members 
Entering Unmasked Estep 
Score: -51137624.000000 Penalty: 156150.015625
Splitting cluster 30 changes total score from -51111736.000000 to -51137624.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 31 (17122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Entering Unmasked Estep 
Score: -1370603.875000 Penalty: 2417.533691
	Iteration 0F: 2 clusters Score -1370604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1358447.250000 Penalty: 4835.067383
	Iteration 0F: 3 clusters Score -1358447 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1362803.875000 Penalty: 4835.067383
	Iteration 1F: 3 clusters Score -1362804 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1363643.625000 Penalty: 4835.067383
	Iteration 2F: 3 clusters Score -1363644 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1364371.500000 Penalty: 4835.067383
	Iteration 3F: 3 clusters Score -1364372 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1365107.500000 Penalty: 4835.067383
	Iteration 4F: 3 clusters Score -1365108 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1365904.625000 Penalty: 4835.067383
	Iteration 5F: 3 clusters Score -1365905 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1366716.000000 Penalty: 4835.067383
	Iteration 6F: 3 clusters Score -1366716 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1367539.625000 Penalty: 4835.067383
	Iteration 7F: 3 clusters Score -1367540 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1368174.000000 Penalty: 4835.067383
	Iteration 8F: 3 clusters Score -1368174 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1368573.875000 Penalty: 4835.067383
	Iteration 9Q: 3 clusters Score -1368574 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1368807.625000 Penalty: 4835.067383
	Iteration 10Q: 3 clusters Score -1368808 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1368992.500000 Penalty: 4835.067383
	Iteration 11Q: 3 clusters Score -1368992 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1369166.250000 Penalty: 4835.067383
	Iteration 12Q: 3 clusters Score -1369166 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1369371.125000 Penalty: 4835.067383
	Iteration 13Q: 3 clusters Score -1369371 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1369595.875000 Penalty: 4835.067383
	Iteration 14Q: 3 clusters Score -1369596 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1369892.750000 Penalty: 4835.067383
	Iteration 15Q: 3 clusters Score -1369893 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1370286.000000 Penalty: 4835.067383
	Iteration 16Q: 3 clusters Score -1370286 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1370617.125000 Penalty: 4835.067383
	Iteration 17Q: 3 clusters Score -1370617 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1370829.625000 Penalty: 4835.067383
	Iteration 18Q: 3 clusters Score -1370830 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1370964.625000 Penalty: 4835.067383
	Iteration 19Q: 3 clusters Score -1370965 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1371048.125000 Penalty: 4835.067383
	Iteration 20F: 3 clusters Score -1371048 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1371123.375000 Penalty: 4835.067383
	Iteration 21Q: 3 clusters Score -1371123 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1371185.625000 Penalty: 4835.067383
	Iteration 22Q: 3 clusters Score -1371186 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1371232.500000 Penalty: 4835.067383
	Iteration 23Q: 3 clusters Score -1371232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1371261.500000 Penalty: 4835.067383
	Iteration 24Q: 3 clusters Score -1371262 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1371287.375000 Penalty: 4835.067383
	Iteration 25Q: 3 clusters Score -1371287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1371306.125000 Penalty: 4835.067383
	Iteration 26Q: 3 clusters Score -1371306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1371323.625000 Penalty: 4835.067383
	Iteration 27Q: 3 clusters Score -1371324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1371335.000000 Penalty: 4835.067383
	Iteration 28Q: 3 clusters Score -1371335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1371343.625000 Penalty: 4835.067383
	Iteration 29Q: 3 clusters Score -1371344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1371347.750000 Penalty: 4835.067383
	Iteration 30Q: 3 clusters Score -1371348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1371356.375000 Penalty: 4835.067383
	Iteration 31Q: 3 clusters Score -1371356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1371367.875000 Penalty: 4835.067383
	Iteration 32Q: 3 clusters Score -1371368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1371372.750000 Penalty: 4835.067383
	Iteration 33Q: 3 clusters Score -1371373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1371379.250000 Penalty: 4835.067383
	Iteration 34Q: 3 clusters Score -1371379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1371382.500000 Penalty: 4835.067383
	Iteration 35Q: 3 clusters Score -1371382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1371386.250000 Penalty: 4835.067383
	Iteration 36Q: 3 clusters Score -1371386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1371389.375000 Penalty: 4835.067383
	Iteration 37Q: 3 clusters Score -1371389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1371392.625000 Penalty: 4835.067383
	Iteration 38Q: 3 clusters Score -1371393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1371398.000000 Penalty: 4835.067383
	Iteration 39Q: 3 clusters Score -1371398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1371397.500000 Penalty: 4835.067383
	Iteration 40F: 3 clusters Score -1371398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1371400.625000 Penalty: 4835.067383
	Iteration 41Q: 3 clusters Score -1371401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1371404.750000 Penalty: 4835.067383
	Iteration 42Q: 3 clusters Score -1371405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1371405.250000 Penalty: 4835.067383
	Iteration 43Q: 3 clusters Score -1371405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1371411.000000 Penalty: 4835.067383
	Iteration 44Q: 3 clusters Score -1371411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1371413.875000 Penalty: 4835.067383
	Iteration 45Q: 3 clusters Score -1371414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1371411.125000 Penalty: 4835.067383
	Iteration 46Q: 3 clusters Score -1371411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1371415.875000 Penalty: 4835.067383
	Iteration 47Q: 3 clusters Score -1371416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1371419.250000 Penalty: 4835.067383
	Iteration 48Q: 3 clusters Score -1371419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1371421.625000 Penalty: 4835.067383
	Iteration 49Q: 3 clusters Score -1371422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1371419.250000 Penalty: 4835.067383
	Iteration 50Q: 3 clusters Score -1371419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1371420.625000 Penalty: 4835.067383
	Iteration 51Q: 3 clusters Score -1371421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1371422.375000 Penalty: 4835.067383
	Iteration 52Q: 3 clusters Score -1371422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1371420.000000 Penalty: 4835.067383
	Iteration 53Q: 3 clusters Score -1371420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1371423.000000 Penalty: 4835.067383
	Iteration 54Q: 3 clusters Score -1371423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1371422.375000 Penalty: 4835.067383
	Iteration 55Q: 3 clusters Score -1371422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1371426.875000 Penalty: 4835.067383
	Iteration 56Q: 3 clusters Score -1371427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1371424.375000 Penalty: 4835.067383
	Iteration 57Q: 3 clusters Score -1371424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1371421.125000 Penalty: 4835.067383
	Iteration 58Q: 3 clusters Score -1371421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1371423.375000 Penalty: 4835.067383
	Iteration 59Q: 3 clusters Score -1371423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1371423.875000 Penalty: 4835.067383
	Iteration 60F: 3 clusters Score -1371424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1371424.250000 Penalty: 4835.067383
	Iteration 61Q: 3 clusters Score -1371424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1371425.125000 Penalty: 4835.067383
	Iteration 62Q: 3 clusters Score -1371425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1371425.750000 Penalty: 4835.067383
	Iteration 63Q: 3 clusters Score -1371426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1371426.750000 Penalty: 4835.067383
	Iteration 64Q: 3 clusters Score -1371427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1371426.750000 Penalty: 4835.067383
	Iteration 65F: 3 clusters Score -1371427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 9036 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 8904 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Mstep: Class 45 contains 1552 members 
Mstep: Class 46 contains 1312 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 8086 members 
Entering Unmasked Estep 
Score: -51137456.000000 Penalty: 159472.359375
Splitting cluster 31 changes total score from -51111736.000000 to -51137456.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 32 (62501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Entering Unmasked Estep 
Score: -5016423.000000 Penalty: 2738.648682
	Iteration 0F: 2 clusters Score -5016423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4974474.000000 Penalty: 5477.297363
	Iteration 0F: 3 clusters Score -4974474 nChanged 29086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4990729.500000 Penalty: 5477.297363
	Iteration 1F: 3 clusters Score -4990730 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4991495.500000 Penalty: 5477.297363
	Iteration 2Q: 3 clusters Score -4991496 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4992338.500000 Penalty: 5477.297363
	Iteration 3Q: 3 clusters Score -4992338 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4993403.500000 Penalty: 5477.297363
	Iteration 4Q: 3 clusters Score -4993404 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4994701.000000 Penalty: 5477.297363
	Iteration 5Q: 3 clusters Score -4994701 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4996305.000000 Penalty: 5477.297363
	Iteration 6F: 3 clusters Score -4996305 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4998095.000000 Penalty: 5477.297363
	Iteration 7F: 3 clusters Score -4998095 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4999980.000000 Penalty: 5477.297363
	Iteration 8F: 3 clusters Score -4999980 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5001535.500000 Penalty: 5477.297363
	Iteration 9F: 3 clusters Score -5001536 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5002922.000000 Penalty: 5477.297363
	Iteration 10Q: 3 clusters Score -5002922 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5004032.500000 Penalty: 5477.297363
	Iteration 11Q: 3 clusters Score -5004032 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5005109.000000 Penalty: 5477.297363
	Iteration 12Q: 3 clusters Score -5005109 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5006256.500000 Penalty: 5477.297363
	Iteration 13Q: 3 clusters Score -5006256 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5007495.500000 Penalty: 5477.297363
	Iteration 14Q: 3 clusters Score -5007496 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -5008868.500000 Penalty: 5477.297363
	Iteration 15Q: 3 clusters Score -5008868 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -5010251.500000 Penalty: 5477.297363
	Iteration 16Q: 3 clusters Score -5010252 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -5011526.500000 Penalty: 5477.297363
	Iteration 17Q: 3 clusters Score -5011526 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5012386.000000 Penalty: 5477.297363
	Iteration 18Q: 3 clusters Score -5012386 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5012911.000000 Penalty: 5477.297363
	Iteration 19Q: 3 clusters Score -5012911 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -5013264.000000 Penalty: 5477.297363
	Iteration 20F: 3 clusters Score -5013264 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5013506.500000 Penalty: 5477.297363
	Iteration 21Q: 3 clusters Score -5013506 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -5013665.500000 Penalty: 5477.297363
	Iteration 22Q: 3 clusters Score -5013666 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -5013803.000000 Penalty: 5477.297363
	Iteration 23Q: 3 clusters Score -5013803 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5013902.000000 Penalty: 5477.297363
	Iteration 24Q: 3 clusters Score -5013902 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5013985.500000 Penalty: 5477.297363
	Iteration 25Q: 3 clusters Score -5013986 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5014046.500000 Penalty: 5477.297363
	Iteration 26Q: 3 clusters Score -5014046 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5014093.000000 Penalty: 5477.297363
	Iteration 27Q: 3 clusters Score -5014093 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5014135.000000 Penalty: 5477.297363
	Iteration 28Q: 3 clusters Score -5014135 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5014167.000000 Penalty: 5477.297363
	Iteration 29Q: 3 clusters Score -5014167 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5014234.000000 Penalty: 5477.297363
	Iteration 30Q: 3 clusters Score -5014234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5014291.000000 Penalty: 5477.297363
	Iteration 31Q: 3 clusters Score -5014291 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5014333.500000 Penalty: 5477.297363
	Iteration 32Q: 3 clusters Score -5014334 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5014337.500000 Penalty: 5477.297363
	Iteration 33Q: 3 clusters Score -5014338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5014398.000000 Penalty: 5477.297363
	Iteration 34Q: 3 clusters Score -5014398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5014450.000000 Penalty: 5477.297363
	Iteration 35Q: 3 clusters Score -5014450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5014490.000000 Penalty: 5477.297363
	Iteration 36Q: 3 clusters Score -5014490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5014507.000000 Penalty: 5477.297363
	Iteration 37Q: 3 clusters Score -5014507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5014532.500000 Penalty: 5477.297363
	Iteration 38Q: 3 clusters Score -5014532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5014554.500000 Penalty: 5477.297363
	Iteration 39Q: 3 clusters Score -5014554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5014579.000000 Penalty: 5477.297363
	Iteration 40F: 3 clusters Score -5014579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5014599.000000 Penalty: 5477.297363
	Iteration 41Q: 3 clusters Score -5014599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5014627.500000 Penalty: 5477.297363
	Iteration 42Q: 3 clusters Score -5014628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5014652.000000 Penalty: 5477.297363
	Iteration 43Q: 3 clusters Score -5014652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5014692.500000 Penalty: 5477.297363
	Iteration 44Q: 3 clusters Score -5014692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5014711.000000 Penalty: 5477.297363
	Iteration 45Q: 3 clusters Score -5014711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5014729.000000 Penalty: 5477.297363
	Iteration 46Q: 3 clusters Score -5014729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5014727.000000 Penalty: 5477.297363
	Iteration 47Q: 3 clusters Score -5014727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5014731.500000 Penalty: 5477.297363
	Iteration 48Q: 3 clusters Score -5014732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5014743.000000 Penalty: 5477.297363
	Iteration 49Q: 3 clusters Score -5014743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5014753.000000 Penalty: 5477.297363
	Iteration 50Q: 3 clusters Score -5014753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5014757.500000 Penalty: 5477.297363
	Iteration 51Q: 3 clusters Score -5014758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5014769.500000 Penalty: 5477.297363
	Iteration 52Q: 3 clusters Score -5014770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5014774.000000 Penalty: 5477.297363
	Iteration 53Q: 3 clusters Score -5014774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5014773.500000 Penalty: 5477.297363
	Iteration 54Q: 3 clusters Score -5014774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5014785.500000 Penalty: 5477.297363
	Iteration 55Q: 3 clusters Score -5014786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5014795.500000 Penalty: 5477.297363
	Iteration 56Q: 3 clusters Score -5014796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5014798.000000 Penalty: 5477.297363
	Iteration 57Q: 3 clusters Score -5014798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5014796.000000 Penalty: 5477.297363
	Iteration 58Q: 3 clusters Score -5014796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5014804.500000 Penalty: 5477.297363
	Iteration 59Q: 3 clusters Score -5014804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5014803.000000 Penalty: 5477.297363
	Iteration 60F: 3 clusters Score -5014803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5014808.500000 Penalty: 5477.297363
	Iteration 61Q: 3 clusters Score -5014808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5014807.500000 Penalty: 5477.297363
	Iteration 62Q: 3 clusters Score -5014808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5014808.500000 Penalty: 5477.297363
	Iteration 63Q: 3 clusters Score -5014808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5014812.500000 Penalty: 5477.297363
	Iteration 64Q: 3 clusters Score -5014812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5014813.500000 Penalty: 5477.297363
	Iteration 65Q: 3 clusters Score -5014814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5014813.500000 Penalty: 5477.297363
	Iteration 66F: 3 clusters Score -5014814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Entering Unmasked Estep 
Score: -1750580.375000 Penalty: 2471.321533
	Iteration 0F: 2 clusters Score -1750580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1735703.625000 Penalty: 4942.643066
	Iteration 0F: 3 clusters Score -1735704 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1740630.000000 Penalty: 4942.643066
	Iteration 1F: 3 clusters Score -1740630 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1741194.000000 Penalty: 4942.643066
	Iteration 2F: 3 clusters Score -1741194 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1741925.875000 Penalty: 4942.643066
	Iteration 3F: 3 clusters Score -1741926 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1743002.125000 Penalty: 4942.643066
	Iteration 4F: 3 clusters Score -1743002 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1744449.875000 Penalty: 4942.643066
	Iteration 5F: 3 clusters Score -1744450 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1746002.875000 Penalty: 4942.643066
	Iteration 6F: 3 clusters Score -1746003 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1747639.375000 Penalty: 4942.643066
	Iteration 7F: 3 clusters Score -1747639 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1749159.375000 Penalty: 4942.643066
	Iteration 8F: 3 clusters Score -1749159 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1749942.750000 Penalty: 4942.643066
	Iteration 9Q: 3 clusters Score -1749943 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1750189.625000 Penalty: 4942.643066
	Iteration 10Q: 3 clusters Score -1750190 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1750256.625000 Penalty: 4942.643066
	Iteration 11Q: 3 clusters Score -1750257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1750285.250000 Penalty: 4942.643066
	Iteration 12Q: 3 clusters Score -1750285 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1750300.250000 Penalty: 4942.643066
	Iteration 13Q: 3 clusters Score -1750300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1750309.625000 Penalty: 4942.643066
	Iteration 14Q: 3 clusters Score -1750310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1750306.000000 Penalty: 4942.643066
	Iteration 15Q: 3 clusters Score -1750306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1750316.750000 Penalty: 4942.643066
	Iteration 16Q: 3 clusters Score -1750317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1750322.375000 Penalty: 4942.643066
	Iteration 17Q: 3 clusters Score -1750322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1750323.250000 Penalty: 4942.643066
	Iteration 18Q: 3 clusters Score -1750323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1750322.125000 Penalty: 4942.643066
	Iteration 19Q: 3 clusters Score -1750322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1750322.750000 Penalty: 4942.643066
	Iteration 20F: 3 clusters Score -1750323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1750324.500000 Penalty: 4942.643066
	Iteration 21Q: 3 clusters Score -1750324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1750325.375000 Penalty: 4942.643066
	Iteration 22Q: 3 clusters Score -1750325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1750324.375000 Penalty: 4942.643066
	Iteration 23Q: 3 clusters Score -1750324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1750324.000000 Penalty: 4942.643066
	Iteration 24Q: 3 clusters Score -1750324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1750324.000000 Penalty: 4942.643066
	Iteration 25Q: 3 clusters Score -1750324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1750324.000000 Penalty: 4942.643066
	Iteration 26F: 3 clusters Score -1750324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Entering Unmasked Estep 
Score: -611946.562500 Penalty: 2255.375244
	Iteration 0F: 2 clusters Score -611946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -605058.812500 Penalty: 4510.750488
	Iteration 0F: 3 clusters Score -605058.8 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -607806.062500 Penalty: 4510.750488
	Iteration 1F: 3 clusters Score -607806.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -609088.375000 Penalty: 4510.750488
	Iteration 2F: 3 clusters Score -609088.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -610200.187500 Penalty: 4510.750488
	Iteration 3F: 3 clusters Score -610200.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -611013.000000 Penalty: 4510.750488
	Iteration 4F: 3 clusters Score -611013 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -611601.562500 Penalty: 4510.750488
	Iteration 5F: 3 clusters Score -611601.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -612002.750000 Penalty: 4510.750488
	Iteration 6F: 3 clusters Score -612002.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -612322.250000 Penalty: 4510.750488
	Iteration 7Q: 3 clusters Score -612322.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -612616.687500 Penalty: 4510.750488
	Iteration 8Q: 3 clusters Score -612616.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -612945.687500 Penalty: 4510.750488
	Iteration 9Q: 3 clusters Score -612945.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -613147.937500 Penalty: 4510.750488
	Iteration 10Q: 3 clusters Score -613147.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -613268.562500 Penalty: 4510.750488
	Iteration 11Q: 3 clusters Score -613268.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -613350.875000 Penalty: 4510.750488
	Iteration 12Q: 3 clusters Score -613350.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -613391.125000 Penalty: 4510.750488
	Iteration 13Q: 3 clusters Score -613391.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -613409.937500 Penalty: 4510.750488
	Iteration 14Q: 3 clusters Score -613409.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -613426.187500 Penalty: 4510.750488
	Iteration 15Q: 3 clusters Score -613426.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -613433.875000 Penalty: 4510.750488
	Iteration 16Q: 3 clusters Score -613433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -613439.812500 Penalty: 4510.750488
	Iteration 17Q: 3 clusters Score -613439.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -613442.562500 Penalty: 4510.750488
	Iteration 18Q: 3 clusters Score -613442.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -613445.000000 Penalty: 4510.750488
	Iteration 19Q: 3 clusters Score -613445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -613446.000000 Penalty: 4510.750488
	Iteration 20F: 3 clusters Score -613446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -613446.125000 Penalty: 4510.750488
	Iteration 21Q: 3 clusters Score -613446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -613446.375000 Penalty: 4510.750488
	Iteration 22Q: 3 clusters Score -613446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -613446.375000 Penalty: 4510.750488
	Iteration 23F: 3 clusters Score -613446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 9036 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 6528 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Mstep: Class 45 contains 1552 members 
Mstep: Class 46 contains 1312 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 8086 members 
Mstep: Class 49 contains 2376 members 
Entering Unmasked Estep 
Score: -51137828.000000 Penalty: 162794.703125
Splitting cluster 34 changes total score from -51111736.000000 to -51137828.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 35 (63034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Entering Unmasked Estep 
Score: -5167841.500000 Penalty: 2740.754639
	Iteration 0F: 2 clusters Score -5167842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -5125577.000000 Penalty: 5481.509277
	Iteration 0F: 3 clusters Score -5125577 nChanged 29234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5142216.000000 Penalty: 5481.509277
	Iteration 1F: 3 clusters Score -5142216 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -5143117.500000 Penalty: 5481.509277
	Iteration 2Q: 3 clusters Score -5143118 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -5144278.000000 Penalty: 5481.509277
	Iteration 3Q: 3 clusters Score -5144278 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5145909.000000 Penalty: 5481.509277
	Iteration 4F: 3 clusters Score -5145909 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -5148178.500000 Penalty: 5481.509277
	Iteration 5F: 3 clusters Score -5148178 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5150678.000000 Penalty: 5481.509277
	Iteration 6F: 3 clusters Score -5150678 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5152996.500000 Penalty: 5481.509277
	Iteration 7F: 3 clusters Score -5152996 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -5154788.000000 Penalty: 5481.509277
	Iteration 8F: 3 clusters Score -5154788 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -5156000.500000 Penalty: 5481.509277
	Iteration 9Q: 3 clusters Score -5156000 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5156754.000000 Penalty: 5481.509277
	Iteration 10Q: 3 clusters Score -5156754 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5157197.500000 Penalty: 5481.509277
	Iteration 11Q: 3 clusters Score -5157198 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5157545.000000 Penalty: 5481.509277
	Iteration 12Q: 3 clusters Score -5157545 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -5157831.500000 Penalty: 5481.509277
	Iteration 13Q: 3 clusters Score -5157832 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -5158093.000000 Penalty: 5481.509277
	Iteration 14Q: 3 clusters Score -5158093 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -5158368.500000 Penalty: 5481.509277
	Iteration 15Q: 3 clusters Score -5158368 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -5158630.500000 Penalty: 5481.509277
	Iteration 16Q: 3 clusters Score -5158630 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5158894.500000 Penalty: 5481.509277
	Iteration 17Q: 3 clusters Score -5158894 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -5159246.000000 Penalty: 5481.509277
	Iteration 18Q: 3 clusters Score -5159246 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -5159676.000000 Penalty: 5481.509277
	Iteration 19Q: 3 clusters Score -5159676 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -5160211.000000 Penalty: 5481.509277
	Iteration 20F: 3 clusters Score -5160211 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -5160828.000000 Penalty: 5481.509277
	Iteration 21Q: 3 clusters Score -5160828 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -5161545.500000 Penalty: 5481.509277
	Iteration 22Q: 3 clusters Score -5161546 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -5162288.500000 Penalty: 5481.509277
	Iteration 23Q: 3 clusters Score -5162288 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -5163039.500000 Penalty: 5481.509277
	Iteration 24Q: 3 clusters Score -5163040 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -5163697.500000 Penalty: 5481.509277
	Iteration 25Q: 3 clusters Score -5163698 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -5164251.000000 Penalty: 5481.509277
	Iteration 26Q: 3 clusters Score -5164251 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -5164642.500000 Penalty: 5481.509277
	Iteration 27Q: 3 clusters Score -5164642 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -5164903.500000 Penalty: 5481.509277
	Iteration 28Q: 3 clusters Score -5164904 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -5165062.000000 Penalty: 5481.509277
	Iteration 29Q: 3 clusters Score -5165062 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -5165198.500000 Penalty: 5481.509277
	Iteration 30Q: 3 clusters Score -5165198 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -5165355.500000 Penalty: 5481.509277
	Iteration 31Q: 3 clusters Score -5165356 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -5165473.000000 Penalty: 5481.509277
	Iteration 32Q: 3 clusters Score -5165473 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -5165576.000000 Penalty: 5481.509277
	Iteration 33Q: 3 clusters Score -5165576 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -5165658.500000 Penalty: 5481.509277
	Iteration 34Q: 3 clusters Score -5165658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -5165690.000000 Penalty: 5481.509277
	Iteration 35Q: 3 clusters Score -5165690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -5165734.500000 Penalty: 5481.509277
	Iteration 36Q: 3 clusters Score -5165734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -5165757.500000 Penalty: 5481.509277
	Iteration 37Q: 3 clusters Score -5165758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 61860 members 
Entering Unmasked Estep 
Score: -5165787.500000 Penalty: 5481.509277
	Iteration 38Q: 3 clusters Score -5165788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -5165798.000000 Penalty: 5481.509277
	Iteration 39Q: 3 clusters Score -5165798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -5165813.500000 Penalty: 5481.509277
	Iteration 40F: 3 clusters Score -5165814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -5165817.500000 Penalty: 5481.509277
	Iteration 41Q: 3 clusters Score -5165818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -5165822.500000 Penalty: 5481.509277
	Iteration 42Q: 3 clusters Score -5165822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -5165818.500000 Penalty: 5481.509277
	Iteration 43Q: 3 clusters Score -5165818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -5165829.000000 Penalty: 5481.509277
	Iteration 44Q: 3 clusters Score -5165829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -5165827.500000 Penalty: 5481.509277
	Iteration 45Q: 3 clusters Score -5165828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -5165830.000000 Penalty: 5481.509277
	Iteration 46Q: 3 clusters Score -5165830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -5165831.500000 Penalty: 5481.509277
	Iteration 47Q: 3 clusters Score -5165832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -5165836.000000 Penalty: 5481.509277
	Iteration 48Q: 3 clusters Score -5165836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -5165839.500000 Penalty: 5481.509277
	Iteration 49Q: 3 clusters Score -5165840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -5165841.000000 Penalty: 5481.509277
	Iteration 50Q: 3 clusters Score -5165841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -5165841.000000 Penalty: 5481.509277
	Iteration 51F: 3 clusters Score -5165841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Entering Unmasked Estep 
Score: -1282186.750000 Penalty: 2395.446045
	Iteration 0F: 2 clusters Score -1282187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1270875.250000 Penalty: 4790.892090
	Iteration 0F: 3 clusters Score -1270875 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1274525.250000 Penalty: 4790.892090
	Iteration 1F: 3 clusters Score -1274525 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1274959.750000 Penalty: 4790.892090
	Iteration 2F: 3 clusters Score -1274960 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1275334.125000 Penalty: 4790.892090
	Iteration 3F: 3 clusters Score -1275334 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1275712.500000 Penalty: 4790.892090
	Iteration 4Q: 3 clusters Score -1275712 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1276132.250000 Penalty: 4790.892090
	Iteration 5Q: 3 clusters Score -1276132 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1276554.375000 Penalty: 4790.892090
	Iteration 6F: 3 clusters Score -1276554 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1276988.750000 Penalty: 4790.892090
	Iteration 7F: 3 clusters Score -1276989 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1277353.875000 Penalty: 4790.892090
	Iteration 8Q: 3 clusters Score -1277354 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1277659.625000 Penalty: 4790.892090
	Iteration 9Q: 3 clusters Score -1277660 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1277889.000000 Penalty: 4790.892090
	Iteration 10Q: 3 clusters Score -1277889 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1278044.375000 Penalty: 4790.892090
	Iteration 11Q: 3 clusters Score -1278044 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1278125.375000 Penalty: 4790.892090
	Iteration 12Q: 3 clusters Score -1278125 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1278200.625000 Penalty: 4790.892090
	Iteration 13Q: 3 clusters Score -1278201 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1278254.125000 Penalty: 4790.892090
	Iteration 14Q: 3 clusters Score -1278254 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1278304.125000 Penalty: 4790.892090
	Iteration 15Q: 3 clusters Score -1278304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1278345.375000 Penalty: 4790.892090
	Iteration 16Q: 3 clusters Score -1278345 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1278384.125000 Penalty: 4790.892090
	Iteration 17Q: 3 clusters Score -1278384 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1278418.875000 Penalty: 4790.892090
	Iteration 18Q: 3 clusters Score -1278419 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1278459.125000 Penalty: 4790.892090
	Iteration 19Q: 3 clusters Score -1278459 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1278506.125000 Penalty: 4790.892090
	Iteration 20F: 3 clusters Score -1278506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1278549.750000 Penalty: 4790.892090
	Iteration 21Q: 3 clusters Score -1278550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1278607.000000 Penalty: 4790.892090
	Iteration 22Q: 3 clusters Score -1278607 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1278645.375000 Penalty: 4790.892090
	Iteration 23Q: 3 clusters Score -1278645 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1278698.000000 Penalty: 4790.892090
	Iteration 24Q: 3 clusters Score -1278698 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1278751.625000 Penalty: 4790.892090
	Iteration 25Q: 3 clusters Score -1278752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1278803.125000 Penalty: 4790.892090
	Iteration 26Q: 3 clusters Score -1278803 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1278874.125000 Penalty: 4790.892090
	Iteration 27Q: 3 clusters Score -1278874 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1278946.625000 Penalty: 4790.892090
	Iteration 28Q: 3 clusters Score -1278947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1279051.750000 Penalty: 4790.892090
	Iteration 29Q: 3 clusters Score -1279052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1279151.375000 Penalty: 4790.892090
	Iteration 30Q: 3 clusters Score -1279151 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1279254.625000 Penalty: 4790.892090
	Iteration 31Q: 3 clusters Score -1279255 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1279351.000000 Penalty: 4790.892090
	Iteration 32Q: 3 clusters Score -1279351 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1279454.125000 Penalty: 4790.892090
	Iteration 33Q: 3 clusters Score -1279454 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1279557.750000 Penalty: 4790.892090
	Iteration 34Q: 3 clusters Score -1279558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1279650.625000 Penalty: 4790.892090
	Iteration 35Q: 3 clusters Score -1279651 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1279736.250000 Penalty: 4790.892090
	Iteration 36Q: 3 clusters Score -1279736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1279807.250000 Penalty: 4790.892090
	Iteration 37Q: 3 clusters Score -1279807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1279854.250000 Penalty: 4790.892090
	Iteration 38Q: 3 clusters Score -1279854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1279887.625000 Penalty: 4790.892090
	Iteration 39Q: 3 clusters Score -1279888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1279919.500000 Penalty: 4790.892090
	Iteration 40F: 3 clusters Score -1279920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1279948.000000 Penalty: 4790.892090
	Iteration 41Q: 3 clusters Score -1279948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1279977.875000 Penalty: 4790.892090
	Iteration 42Q: 3 clusters Score -1279978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1280002.625000 Penalty: 4790.892090
	Iteration 43Q: 3 clusters Score -1280003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1280029.625000 Penalty: 4790.892090
	Iteration 44Q: 3 clusters Score -1280030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1280051.750000 Penalty: 4790.892090
	Iteration 45Q: 3 clusters Score -1280052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1280075.125000 Penalty: 4790.892090
	Iteration 46Q: 3 clusters Score -1280075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1280097.375000 Penalty: 4790.892090
	Iteration 47Q: 3 clusters Score -1280097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1280109.000000 Penalty: 4790.892090
	Iteration 48Q: 3 clusters Score -1280109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1280120.000000 Penalty: 4790.892090
	Iteration 49Q: 3 clusters Score -1280120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1280124.500000 Penalty: 4790.892090
	Iteration 50Q: 3 clusters Score -1280124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1280129.500000 Penalty: 4790.892090
	Iteration 51Q: 3 clusters Score -1280130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1280135.250000 Penalty: 4790.892090
	Iteration 52Q: 3 clusters Score -1280135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1280147.875000 Penalty: 4790.892090
	Iteration 53Q: 3 clusters Score -1280148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1280151.125000 Penalty: 4790.892090
	Iteration 54Q: 3 clusters Score -1280151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1280151.000000 Penalty: 4790.892090
	Iteration 55Q: 3 clusters Score -1280151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1280154.500000 Penalty: 4790.892090
	Iteration 56Q: 3 clusters Score -1280154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1280157.875000 Penalty: 4790.892090
	Iteration 57Q: 3 clusters Score -1280158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1280159.375000 Penalty: 4790.892090
	Iteration 58Q: 3 clusters Score -1280159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1280161.125000 Penalty: 4790.892090
	Iteration 59Q: 3 clusters Score -1280161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1280165.250000 Penalty: 4790.892090
	Iteration 60F: 3 clusters Score -1280165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1280170.000000 Penalty: 4790.892090
	Iteration 61Q: 3 clusters Score -1280170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1280167.250000 Penalty: 4790.892090
	Iteration 62Q: 3 clusters Score -1280167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1280172.125000 Penalty: 4790.892090
	Iteration 63Q: 3 clusters Score -1280172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1280176.250000 Penalty: 4790.892090
	Iteration 64Q: 3 clusters Score -1280176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1280182.000000 Penalty: 4790.892090
	Iteration 65Q: 3 clusters Score -1280182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1280185.125000 Penalty: 4790.892090
	Iteration 66Q: 3 clusters Score -1280185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1280190.125000 Penalty: 4790.892090
	Iteration 67Q: 3 clusters Score -1280190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1280193.250000 Penalty: 4790.892090
	Iteration 68Q: 3 clusters Score -1280193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1280191.875000 Penalty: 4790.892090
	Iteration 69Q: 3 clusters Score -1280192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1280191.875000 Penalty: 4790.892090
	Iteration 70F: 3 clusters Score -1280192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -467205.812500 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -467205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -461642.031250 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -461642 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -463443.500000 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -463443.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -464130.125000 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -464130.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -465023.312500 Penalty: 4371.244141
	Iteration 3F: 3 clusters Score -465023.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -465880.750000 Penalty: 4371.244141
	Iteration 4F: 3 clusters Score -465880.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -466502.093750 Penalty: 4371.244141
	Iteration 5F: 3 clusters Score -466502.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -466932.125000 Penalty: 4371.244141
	Iteration 6F: 3 clusters Score -466932.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -467230.937500 Penalty: 4371.244141
	Iteration 7F: 3 clusters Score -467230.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -467438.593750 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -467438.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -467584.593750 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -467584.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -467680.375000 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -467680.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -467750.437500 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -467750.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -467789.406250 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -467789.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -467816.906250 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -467816.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -467838.718750 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -467838.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -467857.375000 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -467857.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -467877.406250 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -467877.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -467885.906250 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -467885.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -467892.906250 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -467892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -467898.937500 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -467898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -467904.000000 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -467904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -467906.843750 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -467906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -467908.031250 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -467908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -467908.031250 Penalty: 4371.244141
	Iteration 23F: 3 clusters Score -467908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 9036 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 6528 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 2416 members 
Mstep: Class 38 contains 9895 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 13742 members 
Mstep: Class 41 contains 22620 members 
Mstep: Class 42 contains 7217 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1261 members 
Mstep: Class 45 contains 1552 members 
Mstep: Class 46 contains 1312 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 8086 members 
Mstep: Class 49 contains 2376 members 
Mstep: Class 50 contains 4305 members 
Entering Unmasked Estep 
Score: -51137312.000000 Penalty: 166117.046875
Splitting cluster 37 changes total score from -51111736.000000 to -51137312.000000
So it's getting split into cluster 50.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 22107 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 9741 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13478 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 23154 members 
Mstep: Class 15 contains 48134 members 
Mstep: Class 16 contains 584 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 16587 members 
Mstep: Class 19 contains 56798 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 965 members 
Mstep: Class 23 contains 1742 members 
Mstep: Class 24 contains 60455 members 
Mstep: Class 25 contains 13247 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 2276 members 
Mstep: Class 31 contains 9036 members 
Mstep: Class 32 contains 62501 members 
Mstep: Class 33 contains 21269 members 
Mstep: Class 34 contains 6528 members 
Mstep: Class 35 contains 63034 members 
Mstep: Class 36 contains 15663 members 
Mstep: Class 37 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51144220.000000 Penalty: 166117.046875
Iteration 79Q: 51 clusters Score -5.114422e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 22187 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 13524 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 48592 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 16604 members 
Mstep: Class 19 contains 56803 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 1658 members 
Mstep: Class 24 contains 60550 members 
Mstep: Class 25 contains 13063 members 
Mstep: Class 26 contains 15711 members 
Mstep: Class 27 contains 2101 members 
Mstep: Class 28 contains 10387 members 
Mstep: Class 29 contains 23614 members 
Mstep: Class 30 contains 2362 members 
Mstep: Class 31 contains 8987 members 
Mstep: Class 32 contains 62515 members 
Mstep: Class 33 contains 21370 members 
Mstep: Class 34 contains 6732 members 
Mstep: Class 35 contains 63097 members 
Mstep: Class 36 contains 15633 members 
Mstep: Class 37 contains 2542 members 
Mstep: Class 38 contains 9778 members 
Mstep: Class 39 contains 1873 members 
Mstep: Class 40 contains 13363 members 
Mstep: Class 41 contains 22057 members 
Mstep: Class 42 contains 7041 members 
Mstep: Class 43 contains 7417 members 
Mstep: Class 44 contains 1152 members 
Mstep: Class 45 contains 1590 members 
Mstep: Class 46 contains 1225 members 
Mstep: Class 47 contains 5451 members 
Mstep: Class 48 contains 7754 members 
Mstep: Class 49 contains 2302 members 
Mstep: Class 50 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51150240.000000 Penalty: 166117.046875
Iteration 80F: 51 clusters Score -5.115024e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1611 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 7214 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 21906 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 9736 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 13541 members 
Mstep: Class 13 contains 7894 members 
Mstep: Class 14 contains 23068 members 
Mstep: Class 15 contains 48879 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 16507 members 
Mstep: Class 19 contains 56812 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 60353 members 
Mstep: Class 25 contains 12893 members 
Mstep: Class 26 contains 15677 members 
Mstep: Class 27 contains 2038 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23598 members 
Mstep: Class 30 contains 2395 members 
Mstep: Class 31 contains 8957 members 
Mstep: Class 32 contains 62272 members 
Mstep: Class 33 contains 21298 members 
Mstep: Class 34 contains 6723 members 
Mstep: Class 35 contains 62860 members 
Mstep: Class 36 contains 15595 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 9736 members 
Mstep: Class 39 contains 1909 members 
Mstep: Class 40 contains 13312 members 
Mstep: Class 41 contains 22004 members 
Mstep: Class 42 contains 7789 members 
Mstep: Class 43 contains 7479 members 
Mstep: Class 44 contains 1151 members 
Mstep: Class 45 contains 1658 members 
Mstep: Class 46 contains 1223 members 
Mstep: Class 47 contains 5505 members 
Mstep: Class 48 contains 8049 members 
Mstep: Class 49 contains 2474 members 
Mstep: Class 50 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153116.000000 Penalty: 166117.046875
Iteration 81Q: 51 clusters Score -5.115312e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1639 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 7160 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 21718 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 9727 members 
Mstep: Class 10 contains 2350 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 13560 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 22751 members 
Mstep: Class 15 contains 49229 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 2044 members 
Mstep: Class 18 contains 16463 members 
Mstep: Class 19 contains 56827 members 
Mstep: Class 20 contains 3504 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1419 members 
Mstep: Class 23 contains 1563 members 
Mstep: Class 24 contains 60268 members 
Mstep: Class 25 contains 12773 members 
Mstep: Class 26 contains 15678 members 
Mstep: Class 27 contains 1997 members 
Mstep: Class 28 contains 10382 members 
Mstep: Class 29 contains 23592 members 
Mstep: Class 30 contains 2432 members 
Mstep: Class 31 contains 8970 members 
Mstep: Class 32 contains 61980 members 
Mstep: Class 33 contains 21223 members 
Mstep: Class 34 contains 6726 members 
Mstep: Class 35 contains 62685 members 
Mstep: Class 36 contains 15570 members 
Mstep: Class 37 contains 2614 members 
Mstep: Class 38 contains 9706 members 
Mstep: Class 39 contains 1921 members 
Mstep: Class 40 contains 13231 members 
Mstep: Class 41 contains 21947 members 
Mstep: Class 42 contains 8394 members 
Mstep: Class 43 contains 7524 members 
Mstep: Class 44 contains 1146 members 
Mstep: Class 45 contains 1678 members 
Mstep: Class 46 contains 1198 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8188 members 
Mstep: Class 49 contains 2544 members 
Mstep: Class 50 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51154568.000000 Penalty: 166117.046875
Iteration 82Q: 51 clusters Score -5.115457e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7137 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 21581 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 9717 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 7362 members 
Mstep: Class 14 contains 22513 members 
Mstep: Class 15 contains 49598 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 56840 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 1550 members 
Mstep: Class 24 contains 60236 members 
Mstep: Class 25 contains 12685 members 
Mstep: Class 26 contains 15684 members 
Mstep: Class 27 contains 1976 members 
Mstep: Class 28 contains 10380 members 
Mstep: Class 29 contains 23590 members 
Mstep: Class 30 contains 2460 members 
Mstep: Class 31 contains 8981 members 
Mstep: Class 32 contains 61634 members 
Mstep: Class 33 contains 21157 members 
Mstep: Class 34 contains 6727 members 
Mstep: Class 35 contains 62538 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2658 members 
Mstep: Class 38 contains 9679 members 
Mstep: Class 39 contains 1927 members 
Mstep: Class 40 contains 13149 members 
Mstep: Class 41 contains 21937 members 
Mstep: Class 42 contains 8907 members 
Mstep: Class 43 contains 7547 members 
Mstep: Class 44 contains 1145 members 
Mstep: Class 45 contains 1695 members 
Mstep: Class 46 contains 1164 members 
Mstep: Class 47 contains 5534 members 
Mstep: Class 48 contains 8242 members 
Mstep: Class 49 contains 2595 members 
Mstep: Class 50 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155200.000000 Penalty: 166117.046875
Iteration 83Q: 51 clusters Score -5.11552e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7113 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 21497 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 13625 members 
Mstep: Class 13 contains 7185 members 
Mstep: Class 14 contains 22323 members 
Mstep: Class 15 contains 49941 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 16424 members 
Mstep: Class 19 contains 56852 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1523 members 
Mstep: Class 23 contains 1539 members 
Mstep: Class 24 contains 60218 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 15682 members 
Mstep: Class 27 contains 1956 members 
Mstep: Class 28 contains 10378 members 
Mstep: Class 29 contains 23590 members 
Mstep: Class 30 contains 2475 members 
Mstep: Class 31 contains 8984 members 
Mstep: Class 32 contains 61279 members 
Mstep: Class 33 contains 21107 members 
Mstep: Class 34 contains 6731 members 
Mstep: Class 35 contains 62415 members 
Mstep: Class 36 contains 15565 members 
Mstep: Class 37 contains 2701 members 
Mstep: Class 38 contains 9658 members 
Mstep: Class 39 contains 1938 members 
Mstep: Class 40 contains 13064 members 
Mstep: Class 41 contains 21933 members 
Mstep: Class 42 contains 9349 members 
Mstep: Class 43 contains 7564 members 
Mstep: Class 44 contains 1143 members 
Mstep: Class 45 contains 1716 members 
Mstep: Class 46 contains 1130 members 
Mstep: Class 47 contains 5542 members 
Mstep: Class 48 contains 8273 members 
Mstep: Class 49 contains 2626 members 
Mstep: Class 50 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155984.000000 Penalty: 166117.046875
Iteration 84Q: 51 clusters Score -5.115598e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 21438 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2318 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 7000 members 
Mstep: Class 14 contains 22170 members 
Mstep: Class 15 contains 50269 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 16390 members 
Mstep: Class 19 contains 56873 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 1532 members 
Mstep: Class 24 contains 60206 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 15684 members 
Mstep: Class 27 contains 1937 members 
Mstep: Class 28 contains 10379 members 
Mstep: Class 29 contains 23590 members 
Mstep: Class 30 contains 2496 members 
Mstep: Class 31 contains 8980 members 
Mstep: Class 32 contains 60960 members 
Mstep: Class 33 contains 21051 members 
Mstep: Class 34 contains 6739 members 
Mstep: Class 35 contains 62296 members 
Mstep: Class 36 contains 15572 members 
Mstep: Class 37 contains 2728 members 
Mstep: Class 38 contains 9638 members 
Mstep: Class 39 contains 1942 members 
Mstep: Class 40 contains 12982 members 
Mstep: Class 41 contains 21908 members 
Mstep: Class 42 contains 9778 members 
Mstep: Class 43 contains 7589 members 
Mstep: Class 44 contains 1149 members 
Mstep: Class 45 contains 1732 members 
Mstep: Class 46 contains 1115 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 8302 members 
Mstep: Class 49 contains 2648 members 
Mstep: Class 50 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156600.000000 Penalty: 166117.046875
Iteration 85Q: 51 clusters Score -5.11566e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 21382 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 13684 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 22042 members 
Mstep: Class 15 contains 50596 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 16382 members 
Mstep: Class 19 contains 56895 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 1526 members 
Mstep: Class 24 contains 60196 members 
Mstep: Class 25 contains 12469 members 
Mstep: Class 26 contains 15699 members 
Mstep: Class 27 contains 1917 members 
Mstep: Class 28 contains 10380 members 
Mstep: Class 29 contains 23602 members 
Mstep: Class 30 contains 2513 members 
Mstep: Class 31 contains 8978 members 
Mstep: Class 32 contains 60645 members 
Mstep: Class 33 contains 21016 members 
Mstep: Class 34 contains 6743 members 
Mstep: Class 35 contains 62166 members 
Mstep: Class 36 contains 15563 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 9635 members 
Mstep: Class 39 contains 1949 members 
Mstep: Class 40 contains 12916 members 
Mstep: Class 41 contains 21892 members 
Mstep: Class 42 contains 10157 members 
Mstep: Class 43 contains 7603 members 
Mstep: Class 44 contains 1154 members 
Mstep: Class 45 contains 1748 members 
Mstep: Class 46 contains 1098 members 
Mstep: Class 47 contains 5557 members 
Mstep: Class 48 contains 8317 members 
Mstep: Class 49 contains 2659 members 
Mstep: Class 50 contains 6656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157100.000000 Penalty: 166117.046875
Iteration 86Q: 51 clusters Score -5.11571e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 7079 members 
Mstep: Class 6 contains 5749 members 
Mstep: Class 7 contains 21347 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2313 members 
Mstep: Class 11 contains 8592 members 
Mstep: Class 12 contains 13734 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 21945 members 
Mstep: Class 15 contains 50935 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 18 contains 16382 members 
Mstep: Class 19 contains 56896 members 
Mstep: Class 20 contains 3473 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 60198 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 15708 members 
Mstep: Class 27 contains 1907 members 
Mstep: Class 28 contains 10382 members 
Mstep: Class 29 contains 23617 members 
Mstep: Class 30 contains 2529 members 
Mstep: Class 31 contains 8976 members 
Mstep: Class 32 contains 60308 members 
Mstep: Class 33 contains 20995 members 
Mstep: Class 34 contains 6746 members 
Mstep: Class 35 contains 62024 members 
Mstep: Class 36 contains 15558 members 
Mstep: Class 37 contains 2745 members 
Mstep: Class 38 contains 9632 members 
Mstep: Class 39 contains 1955 members 
Mstep: Class 40 contains 12857 members 
Mstep: Class 41 contains 21880 members 
Mstep: Class 42 contains 10470 members 
Mstep: Class 43 contains 7618 members 
Mstep: Class 44 contains 1152 members 
Mstep: Class 45 contains 1757 members 
Mstep: Class 46 contains 1086 members 
Mstep: Class 47 contains 5566 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 2672 members 
Mstep: Class 50 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157208.000000 Penalty: 166117.046875
Iteration 87Q: 51 clusters Score -5.115721e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7074 members 
Mstep: Class 6 contains 5751 members 
Mstep: Class 7 contains 21304 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 8595 members 
Mstep: Class 12 contains 13773 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 21849 members 
Mstep: Class 15 contains 51244 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 16381 members 
Mstep: Class 19 contains 56903 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 1611 members 
Mstep: Class 23 contains 1516 members 
Mstep: Class 24 contains 60197 members 
Mstep: Class 25 contains 12402 members 
Mstep: Class 26 contains 15719 members 
Mstep: Class 27 contains 1896 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23625 members 
Mstep: Class 30 contains 2536 members 
Mstep: Class 31 contains 8949 members 
Mstep: Class 32 contains 59991 members 
Mstep: Class 33 contains 20967 members 
Mstep: Class 34 contains 6756 members 
Mstep: Class 35 contains 61889 members 
Mstep: Class 36 contains 15568 members 
Mstep: Class 37 contains 2756 members 
Mstep: Class 38 contains 9621 members 
Mstep: Class 39 contains 1959 members 
Mstep: Class 40 contains 12821 members 
Mstep: Class 41 contains 21870 members 
Mstep: Class 42 contains 10778 members 
Mstep: Class 43 contains 7627 members 
Mstep: Class 44 contains 1151 members 
Mstep: Class 45 contains 1766 members 
Mstep: Class 46 contains 1083 members 
Mstep: Class 47 contains 5575 members 
Mstep: Class 48 contains 8275 members 
Mstep: Class 49 contains 2685 members 
Mstep: Class 50 contains 6899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157428.000000 Penalty: 166117.046875
Iteration 88Q: 51 clusters Score -5.115743e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21261 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 8595 members 
Mstep: Class 12 contains 13809 members 
Mstep: Class 13 contains 6471 members 
Mstep: Class 14 contains 21780 members 
Mstep: Class 15 contains 51553 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 16390 members 
Mstep: Class 19 contains 56904 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60206 members 
Mstep: Class 25 contains 12376 members 
Mstep: Class 26 contains 15722 members 
Mstep: Class 27 contains 1883 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23641 members 
Mstep: Class 30 contains 2538 members 
Mstep: Class 31 contains 8940 members 
Mstep: Class 32 contains 59684 members 
Mstep: Class 33 contains 20941 members 
Mstep: Class 34 contains 6765 members 
Mstep: Class 35 contains 61773 members 
Mstep: Class 36 contains 15569 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 9616 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 12788 members 
Mstep: Class 41 contains 21859 members 
Mstep: Class 42 contains 11021 members 
Mstep: Class 43 contains 7639 members 
Mstep: Class 44 contains 1154 members 
Mstep: Class 45 contains 1775 members 
Mstep: Class 46 contains 1077 members 
Mstep: Class 47 contains 5580 members 
Mstep: Class 48 contains 8265 members 
Mstep: Class 49 contains 2694 members 
Mstep: Class 50 contains 6946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157896.000000 Penalty: 166117.046875
Iteration 89Q: 51 clusters Score -5.11579e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 7063 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 21241 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 9712 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 13859 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 21716 members 
Mstep: Class 15 contains 51827 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 56904 members 
Mstep: Class 20 contains 3467 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 1624 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60219 members 
Mstep: Class 25 contains 12360 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23651 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 8938 members 
Mstep: Class 32 contains 59398 members 
Mstep: Class 33 contains 20919 members 
Mstep: Class 34 contains 6777 members 
Mstep: Class 35 contains 61640 members 
Mstep: Class 36 contains 15578 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 9612 members 
Mstep: Class 39 contains 1964 members 
Mstep: Class 40 contains 12761 members 
Mstep: Class 41 contains 21848 members 
Mstep: Class 42 contains 11251 members 
Mstep: Class 43 contains 7646 members 
Mstep: Class 44 contains 1155 members 
Mstep: Class 45 contains 1779 members 
Mstep: Class 46 contains 1076 members 
Mstep: Class 47 contains 5585 members 
Mstep: Class 48 contains 8264 members 
Mstep: Class 49 contains 2705 members 
Mstep: Class 50 contains 6977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157960.000000 Penalty: 166117.046875
Iteration 90Q: 51 clusters Score -5.115796e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 21219 members 
Mstep: Class 8 contains 2686 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 13896 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 21663 members 
Mstep: Class 15 contains 52088 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 16397 members 
Mstep: Class 19 contains 56908 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60226 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 15730 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23656 members 
Mstep: Class 30 contains 2544 members 
Mstep: Class 31 contains 8938 members 
Mstep: Class 32 contains 59138 members 
Mstep: Class 33 contains 20892 members 
Mstep: Class 34 contains 6785 members 
Mstep: Class 35 contains 61546 members 
Mstep: Class 36 contains 15575 members 
Mstep: Class 37 contains 2767 members 
Mstep: Class 38 contains 9607 members 
Mstep: Class 39 contains 1965 members 
Mstep: Class 40 contains 12738 members 
Mstep: Class 41 contains 21844 members 
Mstep: Class 42 contains 11444 members 
Mstep: Class 43 contains 7656 members 
Mstep: Class 44 contains 1157 members 
Mstep: Class 45 contains 1785 members 
Mstep: Class 46 contains 1075 members 
Mstep: Class 47 contains 5592 members 
Mstep: Class 48 contains 8245 members 
Mstep: Class 49 contains 2709 members 
Mstep: Class 50 contains 7017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158364.000000 Penalty: 166117.046875
Iteration 91Q: 51 clusters Score -5.115836e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 6 contains 5758 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 2706 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 13926 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 21619 members 
Mstep: Class 15 contains 52352 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 56907 members 
Mstep: Class 20 contains 3466 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60228 members 
Mstep: Class 25 contains 12336 members 
Mstep: Class 26 contains 15734 members 
Mstep: Class 27 contains 1819 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23662 members 
Mstep: Class 30 contains 2545 members 
Mstep: Class 31 contains 8943 members 
Mstep: Class 32 contains 58884 members 
Mstep: Class 33 contains 20866 members 
Mstep: Class 34 contains 6791 members 
Mstep: Class 35 contains 61469 members 
Mstep: Class 36 contains 15573 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 9603 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 12719 members 
Mstep: Class 41 contains 21836 members 
Mstep: Class 42 contains 11605 members 
Mstep: Class 43 contains 7661 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1794 members 
Mstep: Class 46 contains 1072 members 
Mstep: Class 47 contains 5598 members 
Mstep: Class 48 contains 8236 members 
Mstep: Class 49 contains 2710 members 
Mstep: Class 50 contains 7041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158588.000000 Penalty: 166117.046875
Iteration 92Q: 51 clusters Score -5.115859e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 7055 members 
Mstep: Class 6 contains 5758 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 6168 members 
Mstep: Class 14 contains 21576 members 
Mstep: Class 15 contains 52601 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 16394 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60233 members 
Mstep: Class 25 contains 12324 members 
Mstep: Class 26 contains 15739 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23664 members 
Mstep: Class 30 contains 2556 members 
Mstep: Class 31 contains 8955 members 
Mstep: Class 32 contains 58637 members 
Mstep: Class 33 contains 20846 members 
Mstep: Class 34 contains 6789 members 
Mstep: Class 35 contains 61410 members 
Mstep: Class 36 contains 15569 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 9597 members 
Mstep: Class 39 contains 1969 members 
Mstep: Class 40 contains 12695 members 
Mstep: Class 41 contains 21832 members 
Mstep: Class 42 contains 11745 members 
Mstep: Class 43 contains 7668 members 
Mstep: Class 44 contains 1165 members 
Mstep: Class 45 contains 1801 members 
Mstep: Class 46 contains 1072 members 
Mstep: Class 47 contains 5603 members 
Mstep: Class 48 contains 8214 members 
Mstep: Class 49 contains 2721 members 
Mstep: Class 50 contains 7063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158648.000000 Penalty: 166117.046875
Iteration 93Q: 51 clusters Score -5.115865e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21180 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 8602 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 13 contains 6094 members 
Mstep: Class 14 contains 21546 members 
Mstep: Class 15 contains 52827 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 16389 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3456 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60248 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 15740 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23665 members 
Mstep: Class 30 contains 2560 members 
Mstep: Class 31 contains 8959 members 
Mstep: Class 32 contains 58411 members 
Mstep: Class 33 contains 20826 members 
Mstep: Class 34 contains 6792 members 
Mstep: Class 35 contains 61362 members 
Mstep: Class 36 contains 15570 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9592 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 40 contains 12684 members 
Mstep: Class 41 contains 21829 members 
Mstep: Class 42 contains 11872 members 
Mstep: Class 43 contains 7683 members 
Mstep: Class 44 contains 1164 members 
Mstep: Class 45 contains 1805 members 
Mstep: Class 46 contains 1071 members 
Mstep: Class 47 contains 5609 members 
Mstep: Class 48 contains 8191 members 
Mstep: Class 49 contains 2731 members 
Mstep: Class 50 contains 7071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158720.000000 Penalty: 166117.046875
Iteration 94Q: 51 clusters Score -5.115872e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21165 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2301 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 14028 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 21519 members 
Mstep: Class 15 contains 53040 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 16371 members 
Mstep: Class 19 contains 56912 members 
Mstep: Class 20 contains 3450 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60255 members 
Mstep: Class 25 contains 12310 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 1772 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23671 members 
Mstep: Class 30 contains 2563 members 
Mstep: Class 31 contains 8959 members 
Mstep: Class 32 contains 58196 members 
Mstep: Class 33 contains 20808 members 
Mstep: Class 34 contains 6795 members 
Mstep: Class 35 contains 61298 members 
Mstep: Class 36 contains 15574 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9592 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12677 members 
Mstep: Class 41 contains 21828 members 
Mstep: Class 42 contains 12000 members 
Mstep: Class 43 contains 7697 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1806 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5614 members 
Mstep: Class 48 contains 8188 members 
Mstep: Class 49 contains 2732 members 
Mstep: Class 50 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158756.000000 Penalty: 166117.046875
Iteration 95Q: 51 clusters Score -5.115876e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 13 contains 5977 members 
Mstep: Class 14 contains 21490 members 
Mstep: Class 15 contains 53238 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 16360 members 
Mstep: Class 19 contains 56910 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60263 members 
Mstep: Class 25 contains 12310 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23676 members 
Mstep: Class 30 contains 2564 members 
Mstep: Class 31 contains 8972 members 
Mstep: Class 32 contains 57988 members 
Mstep: Class 33 contains 20788 members 
Mstep: Class 34 contains 6799 members 
Mstep: Class 35 contains 61241 members 
Mstep: Class 36 contains 15576 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 9593 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12671 members 
Mstep: Class 41 contains 21830 members 
Mstep: Class 42 contains 12126 members 
Mstep: Class 43 contains 7706 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1806 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5624 members 
Mstep: Class 48 contains 8187 members 
Mstep: Class 49 contains 2738 members 
Mstep: Class 50 contains 7075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158744.000000 Penalty: 166117.046875
Iteration 96Q: 51 clusters Score -5.115874e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21118 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 14098 members 
Mstep: Class 13 contains 5925 members 
Mstep: Class 14 contains 21459 members 
Mstep: Class 15 contains 53426 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 56910 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60265 members 
Mstep: Class 25 contains 12309 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23678 members 
Mstep: Class 30 contains 2567 members 
Mstep: Class 31 contains 8989 members 
Mstep: Class 32 contains 57790 members 
Mstep: Class 33 contains 20764 members 
Mstep: Class 34 contains 6803 members 
Mstep: Class 35 contains 61197 members 
Mstep: Class 36 contains 15580 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 9594 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12664 members 
Mstep: Class 41 contains 21829 members 
Mstep: Class 42 contains 12226 members 
Mstep: Class 43 contains 7705 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1806 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5633 members 
Mstep: Class 48 contains 8179 members 
Mstep: Class 49 contains 2742 members 
Mstep: Class 50 contains 7098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158848.000000 Penalty: 166117.046875
Iteration 97Q: 51 clusters Score -5.115885e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 7053 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21104 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 14123 members 
Mstep: Class 13 contains 5890 members 
Mstep: Class 14 contains 21436 members 
Mstep: Class 15 contains 53576 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 56910 members 
Mstep: Class 20 contains 3447 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60267 members 
Mstep: Class 25 contains 12306 members 
Mstep: Class 26 contains 15736 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23681 members 
Mstep: Class 30 contains 2568 members 
Mstep: Class 31 contains 9010 members 
Mstep: Class 32 contains 57638 members 
Mstep: Class 33 contains 20748 members 
Mstep: Class 34 contains 6806 members 
Mstep: Class 35 contains 61158 members 
Mstep: Class 36 contains 15585 members 
Mstep: Class 37 contains 2782 members 
Mstep: Class 38 contains 9594 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12650 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12306 members 
Mstep: Class 43 contains 7708 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1806 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5639 members 
Mstep: Class 48 contains 8178 members 
Mstep: Class 49 contains 2748 members 
Mstep: Class 50 contains 7105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158892.000000 Penalty: 166117.046875
Iteration 98Q: 51 clusters Score -5.115889e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 7052 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21091 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 8607 members 
Mstep: Class 12 contains 14152 members 
Mstep: Class 13 contains 5850 members 
Mstep: Class 14 contains 21416 members 
Mstep: Class 15 contains 53715 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 56909 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60275 members 
Mstep: Class 25 contains 12303 members 
Mstep: Class 26 contains 15734 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 10383 members 
Mstep: Class 29 contains 23684 members 
Mstep: Class 30 contains 2570 members 
Mstep: Class 31 contains 9022 members 
Mstep: Class 32 contains 57504 members 
Mstep: Class 33 contains 20734 members 
Mstep: Class 34 contains 6805 members 
Mstep: Class 35 contains 61127 members 
Mstep: Class 36 contains 15586 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9594 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12638 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12368 members 
Mstep: Class 43 contains 7710 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1804 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5642 members 
Mstep: Class 48 contains 8184 members 
Mstep: Class 49 contains 2752 members 
Mstep: Class 50 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158868.000000 Penalty: 166117.046875
Iteration 99Q: 51 clusters Score -5.115887e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7052 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21077 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 8607 members 
Mstep: Class 12 contains 14168 members 
Mstep: Class 13 contains 5825 members 
Mstep: Class 14 contains 21396 members 
Mstep: Class 15 contains 53829 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 16346 members 
Mstep: Class 19 contains 56909 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60277 members 
Mstep: Class 25 contains 12300 members 
Mstep: Class 26 contains 15736 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23686 members 
Mstep: Class 30 contains 2572 members 
Mstep: Class 31 contains 9039 members 
Mstep: Class 32 contains 57385 members 
Mstep: Class 33 contains 20724 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 61108 members 
Mstep: Class 36 contains 15587 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12630 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12417 members 
Mstep: Class 43 contains 7712 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1804 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5648 members 
Mstep: Class 48 contains 8193 members 
Mstep: Class 49 contains 2757 members 
Mstep: Class 50 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158904.000000 Penalty: 166117.046875
Iteration 100F: 51 clusters Score -5.11589e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7052 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21068 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 8607 members 
Mstep: Class 12 contains 14181 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 21378 members 
Mstep: Class 15 contains 53944 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 56909 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60287 members 
Mstep: Class 25 contains 12297 members 
Mstep: Class 26 contains 15734 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23688 members 
Mstep: Class 30 contains 2571 members 
Mstep: Class 31 contains 9055 members 
Mstep: Class 32 contains 57267 members 
Mstep: Class 33 contains 20715 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 61087 members 
Mstep: Class 36 contains 15588 members 
Mstep: Class 37 contains 2792 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12624 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12466 members 
Mstep: Class 43 contains 7712 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1805 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5650 members 
Mstep: Class 48 contains 8198 members 
Mstep: Class 49 contains 2763 members 
Mstep: Class 50 contains 7082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158976.000000 Penalty: 166117.046875
Iteration 101Q: 51 clusters Score -5.115898e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21067 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 14200 members 
Mstep: Class 13 contains 5787 members 
Mstep: Class 14 contains 21372 members 
Mstep: Class 15 contains 54060 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 56911 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60295 members 
Mstep: Class 25 contains 12290 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23688 members 
Mstep: Class 30 contains 2572 members 
Mstep: Class 31 contains 9060 members 
Mstep: Class 32 contains 57144 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 6813 members 
Mstep: Class 35 contains 61065 members 
Mstep: Class 36 contains 15588 members 
Mstep: Class 37 contains 2796 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12617 members 
Mstep: Class 41 contains 21817 members 
Mstep: Class 42 contains 12512 members 
Mstep: Class 43 contains 7714 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5652 members 
Mstep: Class 48 contains 8193 members 
Mstep: Class 49 contains 2773 members 
Mstep: Class 50 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159172.000000 Penalty: 166117.046875
Iteration 102Q: 51 clusters Score -5.115917e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21055 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 14219 members 
Mstep: Class 13 contains 5769 members 
Mstep: Class 14 contains 21354 members 
Mstep: Class 15 contains 54170 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 56912 members 
Mstep: Class 20 contains 3435 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60297 members 
Mstep: Class 25 contains 12286 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23688 members 
Mstep: Class 30 contains 2573 members 
Mstep: Class 31 contains 9074 members 
Mstep: Class 32 contains 57029 members 
Mstep: Class 33 contains 20702 members 
Mstep: Class 34 contains 6811 members 
Mstep: Class 35 contains 61041 members 
Mstep: Class 36 contains 15588 members 
Mstep: Class 37 contains 2797 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12603 members 
Mstep: Class 41 contains 21817 members 
Mstep: Class 42 contains 12556 members 
Mstep: Class 43 contains 7715 members 
Mstep: Class 44 contains 1158 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5654 members 
Mstep: Class 48 contains 8198 members 
Mstep: Class 49 contains 2783 members 
Mstep: Class 50 contains 7069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159264.000000 Penalty: 166117.046875
Iteration 103Q: 51 clusters Score -5.115926e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21052 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 14235 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 21342 members 
Mstep: Class 15 contains 54262 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16348 members 
Mstep: Class 19 contains 56912 members 
Mstep: Class 20 contains 3434 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60299 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 15735 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23691 members 
Mstep: Class 30 contains 2574 members 
Mstep: Class 31 contains 9093 members 
Mstep: Class 32 contains 56949 members 
Mstep: Class 33 contains 20694 members 
Mstep: Class 34 contains 6809 members 
Mstep: Class 35 contains 61019 members 
Mstep: Class 36 contains 15585 members 
Mstep: Class 37 contains 2795 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12595 members 
Mstep: Class 41 contains 21811 members 
Mstep: Class 42 contains 12599 members 
Mstep: Class 43 contains 7716 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5658 members 
Mstep: Class 48 contains 8192 members 
Mstep: Class 49 contains 2785 members 
Mstep: Class 50 contains 7061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159304.000000 Penalty: 166117.046875
Iteration 104Q: 51 clusters Score -5.11593e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21038 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 8608 members 
Mstep: Class 12 contains 14243 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 21333 members 
Mstep: Class 15 contains 54342 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 16349 members 
Mstep: Class 19 contains 56913 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60299 members 
Mstep: Class 25 contains 12281 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23694 members 
Mstep: Class 30 contains 2574 members 
Mstep: Class 31 contains 9114 members 
Mstep: Class 32 contains 56864 members 
Mstep: Class 33 contains 20693 members 
Mstep: Class 34 contains 6816 members 
Mstep: Class 35 contains 61005 members 
Mstep: Class 36 contains 15581 members 
Mstep: Class 37 contains 2793 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12587 members 
Mstep: Class 41 contains 21814 members 
Mstep: Class 42 contains 12631 members 
Mstep: Class 43 contains 7718 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1809 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5662 members 
Mstep: Class 48 contains 8186 members 
Mstep: Class 49 contains 2785 members 
Mstep: Class 50 contains 7067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159352.000000 Penalty: 166117.046875
Iteration 105Q: 51 clusters Score -5.115935e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 21030 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 14247 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 21310 members 
Mstep: Class 15 contains 54416 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 16351 members 
Mstep: Class 19 contains 56913 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60295 members 
Mstep: Class 25 contains 12279 members 
Mstep: Class 26 contains 15739 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23696 members 
Mstep: Class 30 contains 2576 members 
Mstep: Class 31 contains 9144 members 
Mstep: Class 32 contains 56794 members 
Mstep: Class 33 contains 20693 members 
Mstep: Class 34 contains 6818 members 
Mstep: Class 35 contains 60993 members 
Mstep: Class 36 contains 15576 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12581 members 
Mstep: Class 41 contains 21815 members 
Mstep: Class 42 contains 12655 members 
Mstep: Class 43 contains 7720 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1809 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5664 members 
Mstep: Class 48 contains 8177 members 
Mstep: Class 49 contains 2785 members 
Mstep: Class 50 contains 7069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159276.000000 Penalty: 166117.046875
Iteration 106Q: 51 clusters Score -5.115928e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 21029 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 14250 members 
Mstep: Class 13 contains 5700 members 
Mstep: Class 14 contains 21286 members 
Mstep: Class 15 contains 54488 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60299 members 
Mstep: Class 25 contains 12280 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23697 members 
Mstep: Class 30 contains 2577 members 
Mstep: Class 31 contains 9163 members 
Mstep: Class 32 contains 56730 members 
Mstep: Class 33 contains 20694 members 
Mstep: Class 34 contains 6816 members 
Mstep: Class 35 contains 60980 members 
Mstep: Class 36 contains 15570 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12577 members 
Mstep: Class 41 contains 21813 members 
Mstep: Class 42 contains 12674 members 
Mstep: Class 43 contains 7721 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1810 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5666 members 
Mstep: Class 48 contains 8176 members 
Mstep: Class 49 contains 2788 members 
Mstep: Class 50 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159324.000000 Penalty: 166117.046875
Iteration 107Q: 51 clusters Score -5.115932e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 21025 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 14257 members 
Mstep: Class 13 contains 5686 members 
Mstep: Class 14 contains 21272 members 
Mstep: Class 15 contains 54558 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 56915 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60298 members 
Mstep: Class 25 contains 12281 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23697 members 
Mstep: Class 30 contains 2578 members 
Mstep: Class 31 contains 9182 members 
Mstep: Class 32 contains 56659 members 
Mstep: Class 33 contains 20692 members 
Mstep: Class 34 contains 6818 members 
Mstep: Class 35 contains 60969 members 
Mstep: Class 36 contains 15565 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12574 members 
Mstep: Class 41 contains 21813 members 
Mstep: Class 42 contains 12697 members 
Mstep: Class 43 contains 7721 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5671 members 
Mstep: Class 48 contains 8165 members 
Mstep: Class 49 contains 2792 members 
Mstep: Class 50 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159204.000000 Penalty: 166117.046875
Iteration 108Q: 51 clusters Score -5.11592e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 21022 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8609 members 
Mstep: Class 12 contains 14269 members 
Mstep: Class 13 contains 5658 members 
Mstep: Class 14 contains 21254 members 
Mstep: Class 15 contains 54639 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 56915 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60299 members 
Mstep: Class 25 contains 12281 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23700 members 
Mstep: Class 30 contains 2585 members 
Mstep: Class 31 contains 9197 members 
Mstep: Class 32 contains 56585 members 
Mstep: Class 33 contains 20691 members 
Mstep: Class 34 contains 6813 members 
Mstep: Class 35 contains 60959 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12571 members 
Mstep: Class 41 contains 21812 members 
Mstep: Class 42 contains 12709 members 
Mstep: Class 43 contains 7726 members 
Mstep: Class 44 contains 1158 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5674 members 
Mstep: Class 48 contains 8165 members 
Mstep: Class 49 contains 2795 members 
Mstep: Class 50 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159340.000000 Penalty: 166117.046875
Iteration 109Q: 51 clusters Score -5.115934e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 21019 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 14279 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 21245 members 
Mstep: Class 15 contains 54715 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 16361 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60303 members 
Mstep: Class 25 contains 12281 members 
Mstep: Class 26 contains 15745 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23703 members 
Mstep: Class 30 contains 2587 members 
Mstep: Class 31 contains 9211 members 
Mstep: Class 32 contains 56508 members 
Mstep: Class 33 contains 20689 members 
Mstep: Class 34 contains 6814 members 
Mstep: Class 35 contains 60945 members 
Mstep: Class 36 contains 15564 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12561 members 
Mstep: Class 41 contains 21810 members 
Mstep: Class 42 contains 12722 members 
Mstep: Class 43 contains 7729 members 
Mstep: Class 44 contains 1158 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5677 members 
Mstep: Class 48 contains 8161 members 
Mstep: Class 49 contains 2796 members 
Mstep: Class 50 contains 7072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159340.000000 Penalty: 166117.046875
Iteration 110Q: 51 clusters Score -5.115934e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 21010 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 14289 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 21235 members 
Mstep: Class 15 contains 54790 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16363 members 
Mstep: Class 19 contains 56913 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60305 members 
Mstep: Class 25 contains 12280 members 
Mstep: Class 26 contains 15748 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23705 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9227 members 
Mstep: Class 32 contains 56435 members 
Mstep: Class 33 contains 20684 members 
Mstep: Class 34 contains 6813 members 
Mstep: Class 35 contains 60925 members 
Mstep: Class 36 contains 15565 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12553 members 
Mstep: Class 41 contains 21807 members 
Mstep: Class 42 contains 12737 members 
Mstep: Class 43 contains 7730 members 
Mstep: Class 44 contains 1158 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5677 members 
Mstep: Class 48 contains 8161 members 
Mstep: Class 49 contains 2800 members 
Mstep: Class 50 contains 7079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159512.000000 Penalty: 166117.046875
Iteration 111Q: 51 clusters Score -5.115951e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8612 members 
Mstep: Class 12 contains 14305 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 21225 members 
Mstep: Class 15 contains 54863 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 16363 members 
Mstep: Class 19 contains 56913 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60306 members 
Mstep: Class 25 contains 12280 members 
Mstep: Class 26 contains 15750 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23706 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9243 members 
Mstep: Class 32 contains 56358 members 
Mstep: Class 33 contains 20678 members 
Mstep: Class 34 contains 6810 members 
Mstep: Class 35 contains 60912 members 
Mstep: Class 36 contains 15565 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12545 members 
Mstep: Class 41 contains 21811 members 
Mstep: Class 42 contains 12748 members 
Mstep: Class 43 contains 7732 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5680 members 
Mstep: Class 48 contains 8156 members 
Mstep: Class 49 contains 2804 members 
Mstep: Class 50 contains 7088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159524.000000 Penalty: 166117.046875
Iteration 112Q: 51 clusters Score -5.115952e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8613 members 
Mstep: Class 12 contains 14319 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 21215 members 
Mstep: Class 15 contains 54931 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16361 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60308 members 
Mstep: Class 25 contains 12279 members 
Mstep: Class 26 contains 15747 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23708 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 9261 members 
Mstep: Class 32 contains 56284 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 6810 members 
Mstep: Class 35 contains 60891 members 
Mstep: Class 36 contains 15564 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12541 members 
Mstep: Class 41 contains 21815 members 
Mstep: Class 42 contains 12769 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8147 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159396.000000 Penalty: 166117.046875
Iteration 113Q: 51 clusters Score -5.11594e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20998 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8614 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 5583 members 
Mstep: Class 14 contains 21203 members 
Mstep: Class 15 contains 54981 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16360 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60310 members 
Mstep: Class 25 contains 12279 members 
Mstep: Class 26 contains 15747 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23713 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 9279 members 
Mstep: Class 32 contains 56229 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 6814 members 
Mstep: Class 35 contains 60874 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12539 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12787 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8132 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159524.000000 Penalty: 166117.046875
Iteration 114Q: 51 clusters Score -5.115952e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 14 contains 21189 members 
Mstep: Class 15 contains 55037 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60313 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15747 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23715 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 9293 members 
Mstep: Class 32 contains 56176 members 
Mstep: Class 33 contains 20669 members 
Mstep: Class 34 contains 6814 members 
Mstep: Class 35 contains 60860 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12539 members 
Mstep: Class 41 contains 21817 members 
Mstep: Class 42 contains 12803 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5683 members 
Mstep: Class 48 contains 8123 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159516.000000 Penalty: 166117.046875
Iteration 115Q: 51 clusters Score -5.115952e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20994 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14347 members 
Mstep: Class 13 contains 5551 members 
Mstep: Class 14 contains 21173 members 
Mstep: Class 15 contains 55079 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60315 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15746 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23716 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 9310 members 
Mstep: Class 32 contains 56129 members 
Mstep: Class 33 contains 20667 members 
Mstep: Class 34 contains 6816 members 
Mstep: Class 35 contains 60856 members 
Mstep: Class 36 contains 15563 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12540 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12820 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5682 members 
Mstep: Class 48 contains 8113 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159560.000000 Penalty: 166117.046875
Iteration 116Q: 51 clusters Score -5.115956e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20992 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14352 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 21162 members 
Mstep: Class 15 contains 55116 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16350 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60315 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15747 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23717 members 
Mstep: Class 30 contains 2606 members 
Mstep: Class 31 contains 9319 members 
Mstep: Class 32 contains 56093 members 
Mstep: Class 33 contains 20664 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60852 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12533 members 
Mstep: Class 41 contains 21819 members 
Mstep: Class 42 contains 12835 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8116 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159468.000000 Penalty: 166117.046875
Iteration 117Q: 51 clusters Score -5.115947e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20993 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14357 members 
Mstep: Class 13 contains 5524 members 
Mstep: Class 14 contains 21142 members 
Mstep: Class 15 contains 55147 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16345 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15750 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23720 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 9331 members 
Mstep: Class 32 contains 56061 members 
Mstep: Class 33 contains 20664 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60848 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12524 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12848 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5680 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159480.000000 Penalty: 166117.046875
Iteration 118Q: 51 clusters Score -5.115948e+07 nChanged 148
Entering ConstructFrom: 
Score: -51159480.000000 Penalty: 166117.046875
Entering ConstructFrom: 
Trying to split cluster 1 (21265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Entering Unmasked Estep 
Score: -1817352.875000 Penalty: 2471.274902
	Iteration 0F: 2 clusters Score -1817353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1802503.375000 Penalty: 4942.549805
	Iteration 0F: 3 clusters Score -1802503 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1807560.000000 Penalty: 4942.549805
	Iteration 1F: 3 clusters Score -1807560 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1808082.250000 Penalty: 4942.549805
	Iteration 2F: 3 clusters Score -1808082 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1808611.500000 Penalty: 4942.549805
	Iteration 3F: 3 clusters Score -1808612 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1809264.875000 Penalty: 4942.549805
	Iteration 4F: 3 clusters Score -1809265 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1810146.750000 Penalty: 4942.549805
	Iteration 5F: 3 clusters Score -1810147 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1811258.750000 Penalty: 4942.549805
	Iteration 6F: 3 clusters Score -1811259 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1812491.625000 Penalty: 4942.549805
	Iteration 7F: 3 clusters Score -1812492 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1813487.625000 Penalty: 4942.549805
	Iteration 8F: 3 clusters Score -1813488 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1814086.500000 Penalty: 4942.549805
	Iteration 9Q: 3 clusters Score -1814086 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1814399.000000 Penalty: 4942.549805
	Iteration 10Q: 3 clusters Score -1814399 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1814628.750000 Penalty: 4942.549805
	Iteration 11Q: 3 clusters Score -1814629 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1814881.500000 Penalty: 4942.549805
	Iteration 12Q: 3 clusters Score -1814882 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1815148.750000 Penalty: 4942.549805
	Iteration 13Q: 3 clusters Score -1815149 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1815366.375000 Penalty: 4942.549805
	Iteration 14Q: 3 clusters Score -1815366 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1815512.375000 Penalty: 4942.549805
	Iteration 15Q: 3 clusters Score -1815512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1815575.375000 Penalty: 4942.549805
	Iteration 16Q: 3 clusters Score -1815575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1815608.875000 Penalty: 4942.549805
	Iteration 17Q: 3 clusters Score -1815609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1815627.625000 Penalty: 4942.549805
	Iteration 18Q: 3 clusters Score -1815628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1815638.250000 Penalty: 4942.549805
	Iteration 19Q: 3 clusters Score -1815638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1815643.625000 Penalty: 4942.549805
	Iteration 20F: 3 clusters Score -1815644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1815649.875000 Penalty: 4942.549805
	Iteration 21Q: 3 clusters Score -1815650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1815651.125000 Penalty: 4942.549805
	Iteration 22Q: 3 clusters Score -1815651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1815658.500000 Penalty: 4942.549805
	Iteration 23Q: 3 clusters Score -1815658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1815660.875000 Penalty: 4942.549805
	Iteration 24Q: 3 clusters Score -1815661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1815661.500000 Penalty: 4942.549805
	Iteration 25Q: 3 clusters Score -1815662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1815660.500000 Penalty: 4942.549805
	Iteration 26Q: 3 clusters Score -1815660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1815659.500000 Penalty: 4942.549805
	Iteration 27Q: 3 clusters Score -1815660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1815662.500000 Penalty: 4942.549805
	Iteration 28Q: 3 clusters Score -1815662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1815659.250000 Penalty: 4942.549805
	Iteration 29Q: 3 clusters Score -1815659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1815662.500000 Penalty: 4942.549805
	Iteration 30Q: 3 clusters Score -1815662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1815661.500000 Penalty: 4942.549805
	Iteration 31Q: 3 clusters Score -1815662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1815659.625000 Penalty: 4942.549805
	Iteration 32Q: 3 clusters Score -1815660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1815659.625000 Penalty: 4942.549805
	Iteration 33F: 3 clusters Score -1815660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99283.140625 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99283.14 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -99711.226562 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99711.23 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99857.945312 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99857.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -99961.679688 Penalty: 3581.668213
	Iteration 3Q: 3 clusters Score -99961.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -100037.382812 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -100037.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -100104.062500 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -100104.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -100158.187500 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -100158.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -100206.476562 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -100206.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -100235.531250 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -100235.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -100257.984375 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -100258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -100289.429688 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -100289.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -100319.773438 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -100319.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -100356.500000 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -100356.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -100381.132812 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -100381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -100401.414062 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -100401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -100416.101562 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -100416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -100425.164062 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -100425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -100431.757812 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -100431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -100436.218750 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -100436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -100441.093750 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -100441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100444.718750 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -100444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100451.804688 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -100451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -100455.273438 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -100455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -100459.320312 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -100459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100464.093750 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -100464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -100465.195312 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -100465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -100465.195312 Penalty: 3581.668213
	Iteration 26F: 3 clusters Score -100465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133970.578125 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133970.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134406.406250 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134406.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134505.984375 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134552.859375 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -134552.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134578.781250 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134578.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134597.953125 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -134611.140625 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134611.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134618.906250 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134627.625000 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134630.203125 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134630.812500 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134632.109375 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -134632.734375 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134634.046875 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -134635.859375 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134638.937500 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134642.296875 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -134643.984375 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -134644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134644.656250 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -134644.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -134646.390625 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -134646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -134651.656250 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -134651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134653.531250 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -134653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134653.546875 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -134653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134654.140625 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -134654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134654.468750 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -134654.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134654.468750 Penalty: 3683.273193
	Iteration 25F: 3 clusters Score -134654.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -218534.203125 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -218534.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -215445.546875 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -215445.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -216157.906250 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -216157.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -216386.250000 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -216386.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -216513.265625 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -216513.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -216596.156250 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -216596.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -216654.687500 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -216654.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -216713.390625 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -216713.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -216762.984375 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -216763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -216791.437500 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -216791.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -216820.312500 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -216820.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -216849.875000 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -216849.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -216880.656250 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -216880.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -216912.296875 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -216912.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -216946.421875 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -216946.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -216978.656250 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -216978.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -217003.015625 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -217003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -217034.656250 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -217034.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -217068.921875 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -217068.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -217102.046875 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -217102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -217136.765625 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -217136.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -217165.171875 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -217165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -217180.640625 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -217180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -217191.937500 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -217191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -217198.140625 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -217198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -217205.625000 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -217205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -217210.062500 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -217210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -217212.609375 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -217212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -217212.937500 Penalty: 3928.000732
	Iteration 27Q: 3 clusters Score -217212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -217213.140625 Penalty: 3928.000732
	Iteration 28Q: 3 clusters Score -217213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -217214.046875 Penalty: 3928.000732
	Iteration 29Q: 3 clusters Score -217214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -217214.046875 Penalty: 3928.000732
	Iteration 30F: 3 clusters Score -217214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -585032.062500 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -585032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -579245.125000 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -579245.1 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -580764.750000 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -580764.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -581016.625000 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -581016.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -581201.500000 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -581201.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -581340.937500 Penalty: 4394.666504
	Iteration 4Q: 3 clusters Score -581340.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -581456.625000 Penalty: 4394.666504
	Iteration 5Q: 3 clusters Score -581456.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -581598.562500 Penalty: 4394.666504
	Iteration 6Q: 3 clusters Score -581598.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -581758.312500 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -581758.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -581924.500000 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -581924.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -582093.000000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -582093 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -582251.750000 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -582251.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -582388.312500 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -582388.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -582538.000000 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -582538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -582661.625000 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -582661.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -582757.187500 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -582757.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -582848.625000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -582848.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -582910.375000 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -582910.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -582959.937500 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -582959.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -582989.875000 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -582989.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -583014.312500 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -583014.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -583031.062500 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -583031.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -583051.562500 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -583051.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -583066.750000 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -583066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -583081.125000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -583081.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -583102.562500 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -583102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -583114.000000 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -583114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -583122.937500 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -583122.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -583134.062500 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -583134.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -583146.750000 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -583146.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -583156.687500 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -583156.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -583167.250000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -583167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -583172.062500 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -583172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -583174.250000 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -583174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -583173.500000 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -583173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -583173.500000 Penalty: 4394.666504
	Iteration 34F: 3 clusters Score -583173.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Entering Unmasked Estep 
Score: -462053.500000 Penalty: 2147.140381
	Iteration 0F: 2 clusters Score -462053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -457042.531250 Penalty: 4294.280762
	Iteration 0F: 3 clusters Score -457042.5 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -458294.218750 Penalty: 4294.280762
	Iteration 1F: 3 clusters Score -458294.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -458542.312500 Penalty: 4294.280762
	Iteration 2F: 3 clusters Score -458542.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -458672.468750 Penalty: 4294.280762
	Iteration 3Q: 3 clusters Score -458672.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -458757.593750 Penalty: 4294.280762
	Iteration 4Q: 3 clusters Score -458757.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -458831.968750 Penalty: 4294.280762
	Iteration 5Q: 3 clusters Score -458832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -458883.656250 Penalty: 4294.280762
	Iteration 6Q: 3 clusters Score -458883.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -458929.468750 Penalty: 4294.280762
	Iteration 7Q: 3 clusters Score -458929.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -458974.750000 Penalty: 4294.280762
	Iteration 8Q: 3 clusters Score -458974.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -459019.125000 Penalty: 4294.280762
	Iteration 9Q: 3 clusters Score -459019.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -459059.875000 Penalty: 4294.280762
	Iteration 10Q: 3 clusters Score -459059.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -459094.312500 Penalty: 4294.280762
	Iteration 11Q: 3 clusters Score -459094.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -459119.406250 Penalty: 4294.280762
	Iteration 12Q: 3 clusters Score -459119.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -459143.843750 Penalty: 4294.280762
	Iteration 13Q: 3 clusters Score -459143.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459162.187500 Penalty: 4294.280762
	Iteration 14Q: 3 clusters Score -459162.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -459183.437500 Penalty: 4294.280762
	Iteration 15Q: 3 clusters Score -459183.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -459201.875000 Penalty: 4294.280762
	Iteration 16Q: 3 clusters Score -459201.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -459218.500000 Penalty: 4294.280762
	Iteration 17Q: 3 clusters Score -459218.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -459239.375000 Penalty: 4294.280762
	Iteration 18Q: 3 clusters Score -459239.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -459257.437500 Penalty: 4294.280762
	Iteration 19Q: 3 clusters Score -459257.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -459274.000000 Penalty: 4294.280762
	Iteration 20F: 3 clusters Score -459274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -459292.468750 Penalty: 4294.280762
	Iteration 21Q: 3 clusters Score -459292.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -459312.906250 Penalty: 4294.280762
	Iteration 22Q: 3 clusters Score -459312.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -459328.968750 Penalty: 4294.280762
	Iteration 23Q: 3 clusters Score -459329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -459347.437500 Penalty: 4294.280762
	Iteration 24Q: 3 clusters Score -459347.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -459368.687500 Penalty: 4294.280762
	Iteration 25Q: 3 clusters Score -459368.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -459389.281250 Penalty: 4294.280762
	Iteration 26Q: 3 clusters Score -459389.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -459406.468750 Penalty: 4294.280762
	Iteration 27Q: 3 clusters Score -459406.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -459424.906250 Penalty: 4294.280762
	Iteration 28Q: 3 clusters Score -459424.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -459440.968750 Penalty: 4294.280762
	Iteration 29Q: 3 clusters Score -459441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -459457.406250 Penalty: 4294.280762
	Iteration 30Q: 3 clusters Score -459457.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -459479.781250 Penalty: 4294.280762
	Iteration 31Q: 3 clusters Score -459479.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -459496.593750 Penalty: 4294.280762
	Iteration 32Q: 3 clusters Score -459496.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -459515.468750 Penalty: 4294.280762
	Iteration 33Q: 3 clusters Score -459515.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -459530.562500 Penalty: 4294.280762
	Iteration 34Q: 3 clusters Score -459530.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -459544.750000 Penalty: 4294.280762
	Iteration 35Q: 3 clusters Score -459544.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -459563.312500 Penalty: 4294.280762
	Iteration 36Q: 3 clusters Score -459563.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -459577.843750 Penalty: 4294.280762
	Iteration 37Q: 3 clusters Score -459577.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -459593.062500 Penalty: 4294.280762
	Iteration 38Q: 3 clusters Score -459593.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -459613.312500 Penalty: 4294.280762
	Iteration 39Q: 3 clusters Score -459613.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -459633.593750 Penalty: 4294.280762
	Iteration 40F: 3 clusters Score -459633.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -459650.156250 Penalty: 4294.280762
	Iteration 41Q: 3 clusters Score -459650.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -459676.312500 Penalty: 4294.280762
	Iteration 42Q: 3 clusters Score -459676.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -459700.593750 Penalty: 4294.280762
	Iteration 43Q: 3 clusters Score -459700.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -459718.437500 Penalty: 4294.280762
	Iteration 44Q: 3 clusters Score -459718.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -459733.062500 Penalty: 4294.280762
	Iteration 45Q: 3 clusters Score -459733.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -459749.125000 Penalty: 4294.280762
	Iteration 46Q: 3 clusters Score -459749.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -459764.781250 Penalty: 4294.280762
	Iteration 47Q: 3 clusters Score -459764.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -459777.906250 Penalty: 4294.280762
	Iteration 48Q: 3 clusters Score -459777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -459787.718750 Penalty: 4294.280762
	Iteration 49Q: 3 clusters Score -459787.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -459798.687500 Penalty: 4294.280762
	Iteration 50Q: 3 clusters Score -459798.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -459810.843750 Penalty: 4294.280762
	Iteration 51Q: 3 clusters Score -459810.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -459822.687500 Penalty: 4294.280762
	Iteration 52Q: 3 clusters Score -459822.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -459830.812500 Penalty: 4294.280762
	Iteration 53Q: 3 clusters Score -459830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -459839.250000 Penalty: 4294.280762
	Iteration 54Q: 3 clusters Score -459839.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -459854.312500 Penalty: 4294.280762
	Iteration 55Q: 3 clusters Score -459854.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -459871.656250 Penalty: 4294.280762
	Iteration 56Q: 3 clusters Score -459871.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -459891.406250 Penalty: 4294.280762
	Iteration 57Q: 3 clusters Score -459891.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -459908.937500 Penalty: 4294.280762
	Iteration 58Q: 3 clusters Score -459908.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -459927.875000 Penalty: 4294.280762
	Iteration 59Q: 3 clusters Score -459927.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -459946.093750 Penalty: 4294.280762
	Iteration 60F: 3 clusters Score -459946.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -459963.406250 Penalty: 4294.280762
	Iteration 61Q: 3 clusters Score -459963.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -459986.531250 Penalty: 4294.280762
	Iteration 62Q: 3 clusters Score -459986.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -460014.687500 Penalty: 4294.280762
	Iteration 63Q: 3 clusters Score -460014.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -460044.843750 Penalty: 4294.280762
	Iteration 64Q: 3 clusters Score -460044.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -460063.031250 Penalty: 4294.280762
	Iteration 65Q: 3 clusters Score -460063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -460080.156250 Penalty: 4294.280762
	Iteration 66Q: 3 clusters Score -460080.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -460099.281250 Penalty: 4294.280762
	Iteration 67Q: 3 clusters Score -460099.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -460115.906250 Penalty: 4294.280762
	Iteration 68Q: 3 clusters Score -460115.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -460129.187500 Penalty: 4294.280762
	Iteration 69Q: 3 clusters Score -460129.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -460146.281250 Penalty: 4294.280762
	Iteration 70Q: 3 clusters Score -460146.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -460158.968750 Penalty: 4294.280762
	Iteration 71Q: 3 clusters Score -460159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -460162.187500 Penalty: 4294.280762
	Iteration 72Q: 3 clusters Score -460162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -460165.218750 Penalty: 4294.280762
	Iteration 73Q: 3 clusters Score -460165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -460166.312500 Penalty: 4294.280762
	Iteration 74Q: 3 clusters Score -460166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -460167.781250 Penalty: 4294.280762
	Iteration 75Q: 3 clusters Score -460167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -460168.156250 Penalty: 4294.280762
	Iteration 76Q: 3 clusters Score -460168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -460168.156250 Penalty: 4294.280762
	Iteration 77F: 3 clusters Score -460168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Entering Unmasked Estep 
Score: -1717283.625000 Penalty: 2468.105957
	Iteration 0F: 2 clusters Score -1717284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1702563.750000 Penalty: 4936.211914
	Iteration 0F: 3 clusters Score -1702564 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1707631.250000 Penalty: 4936.211914
	Iteration 1F: 3 clusters Score -1707631 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1708173.250000 Penalty: 4936.211914
	Iteration 2F: 3 clusters Score -1708173 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1708684.750000 Penalty: 4936.211914
	Iteration 3F: 3 clusters Score -1708685 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1709202.000000 Penalty: 4936.211914
	Iteration 4F: 3 clusters Score -1709202 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1709695.625000 Penalty: 4936.211914
	Iteration 5Q: 3 clusters Score -1709696 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1710196.625000 Penalty: 4936.211914
	Iteration 6Q: 3 clusters Score -1710197 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1710681.125000 Penalty: 4936.211914
	Iteration 7Q: 3 clusters Score -1710681 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1711127.750000 Penalty: 4936.211914
	Iteration 8Q: 3 clusters Score -1711128 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1711512.125000 Penalty: 4936.211914
	Iteration 9Q: 3 clusters Score -1711512 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1711858.750000 Penalty: 4936.211914
	Iteration 10Q: 3 clusters Score -1711859 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1712208.500000 Penalty: 4936.211914
	Iteration 11Q: 3 clusters Score -1712208 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1712579.875000 Penalty: 4936.211914
	Iteration 12Q: 3 clusters Score -1712580 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1712993.250000 Penalty: 4936.211914
	Iteration 13Q: 3 clusters Score -1712993 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1713432.500000 Penalty: 4936.211914
	Iteration 14Q: 3 clusters Score -1713432 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1713830.125000 Penalty: 4936.211914
	Iteration 15Q: 3 clusters Score -1713830 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1714199.375000 Penalty: 4936.211914
	Iteration 16Q: 3 clusters Score -1714199 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1714537.375000 Penalty: 4936.211914
	Iteration 17Q: 3 clusters Score -1714537 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1714794.750000 Penalty: 4936.211914
	Iteration 18Q: 3 clusters Score -1714795 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1714994.375000 Penalty: 4936.211914
	Iteration 19Q: 3 clusters Score -1714994 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1715167.375000 Penalty: 4936.211914
	Iteration 20F: 3 clusters Score -1715167 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1715310.875000 Penalty: 4936.211914
	Iteration 21Q: 3 clusters Score -1715311 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1715418.250000 Penalty: 4936.211914
	Iteration 22Q: 3 clusters Score -1715418 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1715518.125000 Penalty: 4936.211914
	Iteration 23Q: 3 clusters Score -1715518 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1715584.625000 Penalty: 4936.211914
	Iteration 24Q: 3 clusters Score -1715585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1715641.875000 Penalty: 4936.211914
	Iteration 25Q: 3 clusters Score -1715642 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1715678.500000 Penalty: 4936.211914
	Iteration 26Q: 3 clusters Score -1715678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -1715706.375000 Penalty: 4936.211914
	Iteration 27Q: 3 clusters Score -1715706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1715740.750000 Penalty: 4936.211914
	Iteration 28Q: 3 clusters Score -1715741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1715764.750000 Penalty: 4936.211914
	Iteration 29Q: 3 clusters Score -1715765 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1715796.500000 Penalty: 4936.211914
	Iteration 30Q: 3 clusters Score -1715796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1715813.375000 Penalty: 4936.211914
	Iteration 31Q: 3 clusters Score -1715813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1715832.750000 Penalty: 4936.211914
	Iteration 32Q: 3 clusters Score -1715833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1715851.750000 Penalty: 4936.211914
	Iteration 33Q: 3 clusters Score -1715852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1715877.500000 Penalty: 4936.211914
	Iteration 34Q: 3 clusters Score -1715878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1715904.125000 Penalty: 4936.211914
	Iteration 35Q: 3 clusters Score -1715904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1715923.875000 Penalty: 4936.211914
	Iteration 36Q: 3 clusters Score -1715924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1715948.500000 Penalty: 4936.211914
	Iteration 37Q: 3 clusters Score -1715948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1715970.125000 Penalty: 4936.211914
	Iteration 38Q: 3 clusters Score -1715970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1715986.500000 Penalty: 4936.211914
	Iteration 39Q: 3 clusters Score -1715986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1715999.000000 Penalty: 4936.211914
	Iteration 40F: 3 clusters Score -1715999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1716020.375000 Penalty: 4936.211914
	Iteration 41Q: 3 clusters Score -1716020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1716044.250000 Penalty: 4936.211914
	Iteration 42Q: 3 clusters Score -1716044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1716057.250000 Penalty: 4936.211914
	Iteration 43Q: 3 clusters Score -1716057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -1716069.750000 Penalty: 4936.211914
	Iteration 44Q: 3 clusters Score -1716070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1716078.500000 Penalty: 4936.211914
	Iteration 45Q: 3 clusters Score -1716078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1716089.750000 Penalty: 4936.211914
	Iteration 46Q: 3 clusters Score -1716090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1716093.625000 Penalty: 4936.211914
	Iteration 47Q: 3 clusters Score -1716094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1716104.000000 Penalty: 4936.211914
	Iteration 48Q: 3 clusters Score -1716104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1716123.125000 Penalty: 4936.211914
	Iteration 49Q: 3 clusters Score -1716123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1716132.375000 Penalty: 4936.211914
	Iteration 50Q: 3 clusters Score -1716132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1716139.625000 Penalty: 4936.211914
	Iteration 51Q: 3 clusters Score -1716140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1716143.375000 Penalty: 4936.211914
	Iteration 52Q: 3 clusters Score -1716143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1716158.875000 Penalty: 4936.211914
	Iteration 53Q: 3 clusters Score -1716159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1716171.875000 Penalty: 4936.211914
	Iteration 54Q: 3 clusters Score -1716172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1716172.375000 Penalty: 4936.211914
	Iteration 55Q: 3 clusters Score -1716172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1716182.750000 Penalty: 4936.211914
	Iteration 56Q: 3 clusters Score -1716183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1716189.875000 Penalty: 4936.211914
	Iteration 57Q: 3 clusters Score -1716190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1716192.625000 Penalty: 4936.211914
	Iteration 58Q: 3 clusters Score -1716193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1716198.375000 Penalty: 4936.211914
	Iteration 59Q: 3 clusters Score -1716198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1716207.875000 Penalty: 4936.211914
	Iteration 60F: 3 clusters Score -1716208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1716214.500000 Penalty: 4936.211914
	Iteration 61Q: 3 clusters Score -1716214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1716212.250000 Penalty: 4936.211914
	Iteration 62Q: 3 clusters Score -1716212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1716216.250000 Penalty: 4936.211914
	Iteration 63Q: 3 clusters Score -1716216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1716219.625000 Penalty: 4936.211914
	Iteration 64Q: 3 clusters Score -1716220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1716219.875000 Penalty: 4936.211914
	Iteration 65Q: 3 clusters Score -1716220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -1716222.875000 Penalty: 4936.211914
	Iteration 66Q: 3 clusters Score -1716223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1716225.000000 Penalty: 4936.211914
	Iteration 67Q: 3 clusters Score -1716225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1716225.125000 Penalty: 4936.211914
	Iteration 68Q: 3 clusters Score -1716225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1716224.375000 Penalty: 4936.211914
	Iteration 69Q: 3 clusters Score -1716224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1716225.500000 Penalty: 4936.211914
	Iteration 70Q: 3 clusters Score -1716226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1716227.250000 Penalty: 4936.211914
	Iteration 71Q: 3 clusters Score -1716227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1716227.250000 Penalty: 4936.211914
	Iteration 72F: 3 clusters Score -1716227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -215110.734375 Penalty: 1963.187378
	Iteration 0F: 2 clusters Score -215110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -211981.156250 Penalty: 3926.374756
	Iteration 0F: 3 clusters Score -211981.2 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -212734.156250 Penalty: 3926.374756
	Iteration 1F: 3 clusters Score -212734.2 nChanged 248
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: -213055.984375 Penalty: 3926.374756
	Iteration 2F: 3 clusters Score -213056 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -213670.890625 Penalty: 3926.374756
	Iteration 3F: 3 clusters Score -213670.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -214831.750000 Penalty: 3926.374756
	Iteration 4F: 3 clusters Score -214831.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -215409.531250 Penalty: 3926.374756
	Iteration 5F: 3 clusters Score -215409.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -215616.156250 Penalty: 3926.374756
	Iteration 6F: 3 clusters Score -215616.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -215738.609375 Penalty: 3926.374756
	Iteration 7Q: 3 clusters Score -215738.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -215852.203125 Penalty: 3926.374756
	Iteration 8Q: 3 clusters Score -215852.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -215932.453125 Penalty: 3926.374756
	Iteration 9Q: 3 clusters Score -215932.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -215983.015625 Penalty: 3926.374756
	Iteration 10Q: 3 clusters Score -215983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216026.156250 Penalty: 3926.374756
	Iteration 11Q: 3 clusters Score -216026.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -216079.812500 Penalty: 3926.374756
	Iteration 12Q: 3 clusters Score -216079.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -216105.703125 Penalty: 3926.374756
	Iteration 13Q: 3 clusters Score -216105.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -216125.125000 Penalty: 3926.374756
	Iteration 14Q: 3 clusters Score -216125.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -216141.093750 Penalty: 3926.374756
	Iteration 15Q: 3 clusters Score -216141.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -216148.734375 Penalty: 3926.374756
	Iteration 16Q: 3 clusters Score -216148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -216152.828125 Penalty: 3926.374756
	Iteration 17Q: 3 clusters Score -216152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216161.406250 Penalty: 3926.374756
	Iteration 18Q: 3 clusters Score -216161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216161.875000 Penalty: 3926.374756
	Iteration 19Q: 3 clusters Score -216161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216161.875000 Penalty: 3926.374756
	Iteration 20F: 3 clusters Score -216161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 56024 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60843 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12514 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12860 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 7139 members 
Mstep: Class 51 contains 601 members 
Entering Unmasked Estep 
Score: -51159228.000000 Penalty: 169439.390625
Splitting cluster 8 changes total score from -51159480.000000 to -51159228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Entering Unmasked Estep 
Score: -776176.875000 Penalty: 2276.840576
	Iteration 0F: 2 clusters Score -776176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -768797.000000 Penalty: 4553.681152
	Iteration 0F: 3 clusters Score -768797 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -770887.687500 Penalty: 4553.681152
	Iteration 1F: 3 clusters Score -770887.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -771208.562500 Penalty: 4553.681152
	Iteration 2F: 3 clusters Score -771208.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -771463.625000 Penalty: 4553.681152
	Iteration 3F: 3 clusters Score -771463.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -771665.062500 Penalty: 4553.681152
	Iteration 4Q: 3 clusters Score -771665.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -771864.750000 Penalty: 4553.681152
	Iteration 5Q: 3 clusters Score -771864.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -772084.250000 Penalty: 4553.681152
	Iteration 6Q: 3 clusters Score -772084.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -772313.687500 Penalty: 4553.681152
	Iteration 7Q: 3 clusters Score -772313.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -772593.437500 Penalty: 4553.681152
	Iteration 8Q: 3 clusters Score -772593.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -772932.500000 Penalty: 4553.681152
	Iteration 9Q: 3 clusters Score -772932.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -773331.875000 Penalty: 4553.681152
	Iteration 10F: 3 clusters Score -773331.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -773706.062500 Penalty: 4553.681152
	Iteration 11F: 3 clusters Score -773706.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -774014.062500 Penalty: 4553.681152
	Iteration 12Q: 3 clusters Score -774014.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -774250.750000 Penalty: 4553.681152
	Iteration 13Q: 3 clusters Score -774250.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -774413.750000 Penalty: 4553.681152
	Iteration 14Q: 3 clusters Score -774413.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -774519.312500 Penalty: 4553.681152
	Iteration 15Q: 3 clusters Score -774519.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -774594.437500 Penalty: 4553.681152
	Iteration 16Q: 3 clusters Score -774594.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -774658.437500 Penalty: 4553.681152
	Iteration 17Q: 3 clusters Score -774658.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -774728.125000 Penalty: 4553.681152
	Iteration 18Q: 3 clusters Score -774728.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -774772.437500 Penalty: 4553.681152
	Iteration 19Q: 3 clusters Score -774772.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -774811.625000 Penalty: 4553.681152
	Iteration 20F: 3 clusters Score -774811.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -774840.687500 Penalty: 4553.681152
	Iteration 21Q: 3 clusters Score -774840.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -774859.812500 Penalty: 4553.681152
	Iteration 22Q: 3 clusters Score -774859.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -774871.750000 Penalty: 4553.681152
	Iteration 23Q: 3 clusters Score -774871.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -774884.812500 Penalty: 4553.681152
	Iteration 24Q: 3 clusters Score -774884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -774892.812500 Penalty: 4553.681152
	Iteration 25Q: 3 clusters Score -774892.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -774897.000000 Penalty: 4553.681152
	Iteration 26Q: 3 clusters Score -774897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -774901.000000 Penalty: 4553.681152
	Iteration 27Q: 3 clusters Score -774901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -774902.125000 Penalty: 4553.681152
	Iteration 28Q: 3 clusters Score -774902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -774903.437500 Penalty: 4553.681152
	Iteration 29Q: 3 clusters Score -774903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -774904.250000 Penalty: 4553.681152
	Iteration 30Q: 3 clusters Score -774904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -774903.812500 Penalty: 4553.681152
	Iteration 31Q: 3 clusters Score -774903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -774903.500000 Penalty: 4553.681152
	Iteration 32Q: 3 clusters Score -774903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -774904.562500 Penalty: 4553.681152
	Iteration 33Q: 3 clusters Score -774904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -774906.062500 Penalty: 4553.681152
	Iteration 34Q: 3 clusters Score -774906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -774906.000000 Penalty: 4553.681152
	Iteration 35Q: 3 clusters Score -774906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -774907.812500 Penalty: 4553.681152
	Iteration 36Q: 3 clusters Score -774907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -774909.500000 Penalty: 4553.681152
	Iteration 37Q: 3 clusters Score -774909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -774912.000000 Penalty: 4553.681152
	Iteration 38Q: 3 clusters Score -774912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -774912.000000 Penalty: 4553.681152
	Iteration 39Q: 3 clusters Score -774912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -774911.625000 Penalty: 4553.681152
	Iteration 40F: 3 clusters Score -774911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -774914.000000 Penalty: 4553.681152
	Iteration 41Q: 3 clusters Score -774914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -774915.625000 Penalty: 4553.681152
	Iteration 42Q: 3 clusters Score -774915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -774915.312500 Penalty: 4553.681152
	Iteration 43Q: 3 clusters Score -774915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -774916.500000 Penalty: 4553.681152
	Iteration 44Q: 3 clusters Score -774916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -774916.062500 Penalty: 4553.681152
	Iteration 45Q: 3 clusters Score -774916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -774919.125000 Penalty: 4553.681152
	Iteration 46Q: 3 clusters Score -774919.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -774920.187500 Penalty: 4553.681152
	Iteration 47Q: 3 clusters Score -774920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -774921.562500 Penalty: 4553.681152
	Iteration 48Q: 3 clusters Score -774921.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -774921.062500 Penalty: 4553.681152
	Iteration 49Q: 3 clusters Score -774921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -774919.562500 Penalty: 4553.681152
	Iteration 50Q: 3 clusters Score -774919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -774921.937500 Penalty: 4553.681152
	Iteration 51Q: 3 clusters Score -774921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -774921.937500 Penalty: 4553.681152
	Iteration 52F: 3 clusters Score -774921.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -178128.515625 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -178128.5 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 1145 members 
Entering Unmasked Estep 
Score: -175309.031250 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -175309 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -175891.421875 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -175891.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -176227.687500 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -176227.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -176586.625000 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -176586.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177031.671875 Penalty: 3844.091309
	Iteration 4F: 3 clusters Score -177031.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -177658.468750 Penalty: 3844.091309
	Iteration 5F: 3 clusters Score -177658.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -178090.781250 Penalty: 3844.091309
	Iteration 6F: 3 clusters Score -178090.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -178322.984375 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -178323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -178460.078125 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -178460.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -178511.984375 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -178512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -178564.718750 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -178564.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -178599.703125 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -178599.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178620.718750 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -178620.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178643.937500 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -178643.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -178660.078125 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -178660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178680.453125 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -178680.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -178703.093750 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -178703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -178727.281250 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -178727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178738.859375 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -178738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178756.390625 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -178756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -178782.187500 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -178782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178797.718750 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -178797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -178799.296875 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -178799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178800.250000 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -178800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -178800.250000 Penalty: 3844.091309
	Iteration 24F: 3 clusters Score -178800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 56024 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60843 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12514 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12860 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 7139 members 
Mstep: Class 51 contains 721 members 
Entering Unmasked Estep 
Score: -51158680.000000 Penalty: 169439.390625
Splitting cluster 10 changes total score from -51159480.000000 to -51158680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -743645.500000 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -743645.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -736847.000000 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -736847 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -738906.500000 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -738906.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -739360.187500 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -739360.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -739778.937500 Penalty: 4494.442871
	Iteration 3F: 3 clusters Score -739778.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -740230.687500 Penalty: 4494.442871
	Iteration 4F: 3 clusters Score -740230.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -740632.500000 Penalty: 4494.442871
	Iteration 5F: 3 clusters Score -740632.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -740927.562500 Penalty: 4494.442871
	Iteration 6Q: 3 clusters Score -740927.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -741146.437500 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -741146.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -741294.125000 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -741294.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -741403.000000 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -741403 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -741478.562500 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -741478.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -741531.187500 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -741531.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -741574.312500 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -741574.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -741611.312500 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -741611.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -741640.250000 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -741640.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -741663.375000 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -741663.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -741679.000000 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -741679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -741692.062500 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -741692.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -741703.750000 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -741703.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -741713.875000 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -741713.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -741723.000000 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -741723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -741732.562500 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -741732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -741736.562500 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -741736.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -741743.375000 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -741743.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -741749.187500 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -741749.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -741755.062500 Penalty: 4494.442871
	Iteration 25Q: 3 clusters Score -741755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -741758.937500 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -741758.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -741765.375000 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -741765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -741766.812500 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -741766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -741767.187500 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -741767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -741770.062500 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -741770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -741768.625000 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -741768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -741769.312500 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -741769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -741769.312500 Penalty: 4494.442871
	Iteration 33F: 3 clusters Score -741769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Entering Unmasked Estep 
Score: -1208565.875000 Penalty: 2373.940674
	Iteration 0F: 2 clusters Score -1208566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1198088.375000 Penalty: 4747.881348
	Iteration 0F: 3 clusters Score -1198088 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1201323.750000 Penalty: 4747.881348
	Iteration 1F: 3 clusters Score -1201324 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1201722.750000 Penalty: 4747.881348
	Iteration 2F: 3 clusters Score -1201723 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1202052.500000 Penalty: 4747.881348
	Iteration 3F: 3 clusters Score -1202052 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1202341.125000 Penalty: 4747.881348
	Iteration 4Q: 3 clusters Score -1202341 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1202663.250000 Penalty: 4747.881348
	Iteration 5Q: 3 clusters Score -1202663 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1202999.250000 Penalty: 4747.881348
	Iteration 6Q: 3 clusters Score -1202999 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1203401.625000 Penalty: 4747.881348
	Iteration 7Q: 3 clusters Score -1203402 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1203876.625000 Penalty: 4747.881348
	Iteration 8F: 3 clusters Score -1203877 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1204349.500000 Penalty: 4747.881348
	Iteration 9F: 3 clusters Score -1204350 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1204912.375000 Penalty: 4747.881348
	Iteration 10F: 3 clusters Score -1204912 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1205489.875000 Penalty: 4747.881348
	Iteration 11F: 3 clusters Score -1205490 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1205982.000000 Penalty: 4747.881348
	Iteration 12Q: 3 clusters Score -1205982 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1206457.750000 Penalty: 4747.881348
	Iteration 13Q: 3 clusters Score -1206458 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1206911.250000 Penalty: 4747.881348
	Iteration 14Q: 3 clusters Score -1206911 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1207288.250000 Penalty: 4747.881348
	Iteration 15Q: 3 clusters Score -1207288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1207572.375000 Penalty: 4747.881348
	Iteration 16Q: 3 clusters Score -1207572 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1207748.250000 Penalty: 4747.881348
	Iteration 17Q: 3 clusters Score -1207748 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1207864.875000 Penalty: 4747.881348
	Iteration 18Q: 3 clusters Score -1207865 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1207942.000000 Penalty: 4747.881348
	Iteration 19Q: 3 clusters Score -1207942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1207990.125000 Penalty: 4747.881348
	Iteration 20F: 3 clusters Score -1207990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1208017.625000 Penalty: 4747.881348
	Iteration 21Q: 3 clusters Score -1208018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1208035.500000 Penalty: 4747.881348
	Iteration 22Q: 3 clusters Score -1208036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1208043.875000 Penalty: 4747.881348
	Iteration 23Q: 3 clusters Score -1208044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1208052.125000 Penalty: 4747.881348
	Iteration 24Q: 3 clusters Score -1208052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1208062.625000 Penalty: 4747.881348
	Iteration 25Q: 3 clusters Score -1208063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1208068.500000 Penalty: 4747.881348
	Iteration 26Q: 3 clusters Score -1208068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1208075.250000 Penalty: 4747.881348
	Iteration 27Q: 3 clusters Score -1208075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1208078.625000 Penalty: 4747.881348
	Iteration 28Q: 3 clusters Score -1208079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1208087.625000 Penalty: 4747.881348
	Iteration 29Q: 3 clusters Score -1208088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1208090.375000 Penalty: 4747.881348
	Iteration 30Q: 3 clusters Score -1208090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1208089.875000 Penalty: 4747.881348
	Iteration 31Q: 3 clusters Score -1208090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1208092.125000 Penalty: 4747.881348
	Iteration 32Q: 3 clusters Score -1208092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1208094.750000 Penalty: 4747.881348
	Iteration 33Q: 3 clusters Score -1208095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1208097.375000 Penalty: 4747.881348
	Iteration 34Q: 3 clusters Score -1208097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1208104.875000 Penalty: 4747.881348
	Iteration 35Q: 3 clusters Score -1208105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1208105.125000 Penalty: 4747.881348
	Iteration 36Q: 3 clusters Score -1208105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1208105.125000 Penalty: 4747.881348
	Iteration 37Q: 3 clusters Score -1208105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1208108.000000 Penalty: 4747.881348
	Iteration 38Q: 3 clusters Score -1208108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1208108.000000 Penalty: 4747.881348
	Iteration 39Q: 3 clusters Score -1208108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1208106.625000 Penalty: 4747.881348
	Iteration 40F: 3 clusters Score -1208107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1208105.250000 Penalty: 4747.881348
	Iteration 41Q: 3 clusters Score -1208105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1208105.250000 Penalty: 4747.881348
	Iteration 42F: 3 clusters Score -1208105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -435463.031250 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -435463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -430644.343750 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -430644.3 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -431900.750000 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -431900.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -432238.000000 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -432238 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -432504.000000 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -432504 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -432748.437500 Penalty: 4273.062500
	Iteration 4F: 3 clusters Score -432748.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -432939.375000 Penalty: 4273.062500
	Iteration 5Q: 3 clusters Score -432939.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -433107.375000 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -433107.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -433268.562500 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -433268.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -433400.968750 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -433401 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -433519.687500 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -433519.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -433612.250000 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -433612.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -433692.687500 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -433692.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -433775.781250 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -433775.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -433863.312500 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -433863.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -433938.375000 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -433938.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -434009.625000 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -434009.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -434069.687500 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -434069.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -434113.687500 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -434113.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -434143.937500 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -434143.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -434170.968750 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -434171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -434194.812500 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -434194.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -434208.562500 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -434208.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -434219.593750 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -434219.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -434230.718750 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -434230.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -434237.687500 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -434237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -434245.250000 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -434245.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -434248.687500 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -434248.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -434249.281250 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -434249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -434250.312500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -434250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -434252.000000 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -434252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -434255.312500 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -434255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -434257.187500 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -434257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -434258.312500 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -434258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -434259.843750 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -434259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -434260.906250 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -434260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -434262.718750 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -434262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -434264.156250 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -434264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -434265.218750 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -434265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -434267.781250 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -434267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -434269.343750 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -434269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -434270.875000 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -434270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -434272.656250 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -434272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -434273.656250 Penalty: 4273.062500
	Iteration 42Q: 3 clusters Score -434273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -434273.843750 Penalty: 4273.062500
	Iteration 43Q: 3 clusters Score -434273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -434273.593750 Penalty: 4273.062500
	Iteration 44Q: 3 clusters Score -434273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -434273.625000 Penalty: 4273.062500
	Iteration 45Q: 3 clusters Score -434273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -434274.843750 Penalty: 4273.062500
	Iteration 46Q: 3 clusters Score -434274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -434276.093750 Penalty: 4273.062500
	Iteration 47Q: 3 clusters Score -434276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -434276.093750 Penalty: 4273.062500
	Iteration 48F: 3 clusters Score -434276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Entering Unmasked Estep 
Score: -1755235.750000 Penalty: 2469.695557
	Iteration 0F: 2 clusters Score -1755236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1740454.875000 Penalty: 4939.391113
	Iteration 0F: 3 clusters Score -1740455 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1745585.500000 Penalty: 4939.391113
	Iteration 1F: 3 clusters Score -1745586 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1746170.625000 Penalty: 4939.391113
	Iteration 2F: 3 clusters Score -1746171 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1746750.125000 Penalty: 4939.391113
	Iteration 3F: 3 clusters Score -1746750 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1747478.500000 Penalty: 4939.391113
	Iteration 4F: 3 clusters Score -1747478 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1748369.875000 Penalty: 4939.391113
	Iteration 5F: 3 clusters Score -1748370 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1749403.375000 Penalty: 4939.391113
	Iteration 6F: 3 clusters Score -1749403 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1750473.250000 Penalty: 4939.391113
	Iteration 7F: 3 clusters Score -1750473 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1751480.375000 Penalty: 4939.391113
	Iteration 8F: 3 clusters Score -1751480 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1752438.375000 Penalty: 4939.391113
	Iteration 9Q: 3 clusters Score -1752438 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1753176.625000 Penalty: 4939.391113
	Iteration 10Q: 3 clusters Score -1753177 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1753696.375000 Penalty: 4939.391113
	Iteration 11Q: 3 clusters Score -1753696 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1754033.500000 Penalty: 4939.391113
	Iteration 12Q: 3 clusters Score -1754034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1754271.000000 Penalty: 4939.391113
	Iteration 13Q: 3 clusters Score -1754271 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1754392.750000 Penalty: 4939.391113
	Iteration 14Q: 3 clusters Score -1754393 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1754441.375000 Penalty: 4939.391113
	Iteration 15Q: 3 clusters Score -1754441 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1754474.250000 Penalty: 4939.391113
	Iteration 16Q: 3 clusters Score -1754474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1754490.750000 Penalty: 4939.391113
	Iteration 17Q: 3 clusters Score -1754491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1754499.125000 Penalty: 4939.391113
	Iteration 18Q: 3 clusters Score -1754499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1754508.125000 Penalty: 4939.391113
	Iteration 19Q: 3 clusters Score -1754508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1754506.250000 Penalty: 4939.391113
	Iteration 20F: 3 clusters Score -1754506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1754509.500000 Penalty: 4939.391113
	Iteration 21Q: 3 clusters Score -1754510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1754510.250000 Penalty: 4939.391113
	Iteration 22Q: 3 clusters Score -1754510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1754523.750000 Penalty: 4939.391113
	Iteration 23Q: 3 clusters Score -1754524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1754543.500000 Penalty: 4939.391113
	Iteration 24Q: 3 clusters Score -1754544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1754569.000000 Penalty: 4939.391113
	Iteration 25Q: 3 clusters Score -1754569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1754615.625000 Penalty: 4939.391113
	Iteration 26Q: 3 clusters Score -1754616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1754677.625000 Penalty: 4939.391113
	Iteration 27Q: 3 clusters Score -1754678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1754755.375000 Penalty: 4939.391113
	Iteration 28Q: 3 clusters Score -1754755 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1754816.500000 Penalty: 4939.391113
	Iteration 29Q: 3 clusters Score -1754816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1754847.625000 Penalty: 4939.391113
	Iteration 30Q: 3 clusters Score -1754848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1754868.000000 Penalty: 4939.391113
	Iteration 31Q: 3 clusters Score -1754868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1754872.125000 Penalty: 4939.391113
	Iteration 32Q: 3 clusters Score -1754872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1754870.125000 Penalty: 4939.391113
	Iteration 33Q: 3 clusters Score -1754870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1754870.875000 Penalty: 4939.391113
	Iteration 34Q: 3 clusters Score -1754871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1754869.625000 Penalty: 4939.391113
	Iteration 35Q: 3 clusters Score -1754870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1754874.625000 Penalty: 4939.391113
	Iteration 36Q: 3 clusters Score -1754875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1754874.750000 Penalty: 4939.391113
	Iteration 37Q: 3 clusters Score -1754875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1754876.375000 Penalty: 4939.391113
	Iteration 38Q: 3 clusters Score -1754876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1754877.875000 Penalty: 4939.391113
	Iteration 39Q: 3 clusters Score -1754878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1754876.250000 Penalty: 4939.391113
	Iteration 40F: 3 clusters Score -1754876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1754875.875000 Penalty: 4939.391113
	Iteration 41Q: 3 clusters Score -1754876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1754873.500000 Penalty: 4939.391113
	Iteration 42Q: 3 clusters Score -1754874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1754875.125000 Penalty: 4939.391113
	Iteration 43Q: 3 clusters Score -1754875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1754874.875000 Penalty: 4939.391113
	Iteration 44Q: 3 clusters Score -1754875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1754877.125000 Penalty: 4939.391113
	Iteration 45Q: 3 clusters Score -1754877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1754878.500000 Penalty: 4939.391113
	Iteration 46Q: 3 clusters Score -1754878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1754878.500000 Penalty: 4939.391113
	Iteration 47F: 3 clusters Score -1754878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Entering Unmasked Estep 
Score: -4430542.000000 Penalty: 2707.779297
	Iteration 0F: 2 clusters Score -4430542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4393320.000000 Penalty: 5415.558594
	Iteration 0F: 3 clusters Score -4393320 nChanged 25666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4407588.500000 Penalty: 5415.558594
	Iteration 1F: 3 clusters Score -4407588 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4408324.000000 Penalty: 5415.558594
	Iteration 2Q: 3 clusters Score -4408324 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4409303.500000 Penalty: 5415.558594
	Iteration 3Q: 3 clusters Score -4409304 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4410586.000000 Penalty: 5415.558594
	Iteration 4F: 3 clusters Score -4410586 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4412435.000000 Penalty: 5415.558594
	Iteration 5F: 3 clusters Score -4412435 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -4414689.000000 Penalty: 5415.558594
	Iteration 6F: 3 clusters Score -4414689 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -4417139.000000 Penalty: 5415.558594
	Iteration 7F: 3 clusters Score -4417139 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -4419486.500000 Penalty: 5415.558594
	Iteration 8F: 3 clusters Score -4419486 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -4421701.500000 Penalty: 5415.558594
	Iteration 9F: 3 clusters Score -4421702 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -4423595.500000 Penalty: 5415.558594
	Iteration 10Q: 3 clusters Score -4423596 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -4425136.500000 Penalty: 5415.558594
	Iteration 11Q: 3 clusters Score -4425136 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -4426455.000000 Penalty: 5415.558594
	Iteration 12Q: 3 clusters Score -4426455 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -4427418.000000 Penalty: 5415.558594
	Iteration 13Q: 3 clusters Score -4427418 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -4428069.500000 Penalty: 5415.558594
	Iteration 14Q: 3 clusters Score -4428070 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -4428459.500000 Penalty: 5415.558594
	Iteration 15Q: 3 clusters Score -4428460 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -4428717.500000 Penalty: 5415.558594
	Iteration 16Q: 3 clusters Score -4428718 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -4428816.000000 Penalty: 5415.558594
	Iteration 17Q: 3 clusters Score -4428816 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -4428871.500000 Penalty: 5415.558594
	Iteration 18Q: 3 clusters Score -4428872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -4428892.500000 Penalty: 5415.558594
	Iteration 19Q: 3 clusters Score -4428892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -4428907.500000 Penalty: 5415.558594
	Iteration 20F: 3 clusters Score -4428908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -4428906.500000 Penalty: 5415.558594
	Iteration 21Q: 3 clusters Score -4428906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -4428924.000000 Penalty: 5415.558594
	Iteration 22Q: 3 clusters Score -4428924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -4428928.500000 Penalty: 5415.558594
	Iteration 23Q: 3 clusters Score -4428928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -4428931.000000 Penalty: 5415.558594
	Iteration 24Q: 3 clusters Score -4428931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 53321 members 
Entering Unmasked Estep 
Score: -4428933.500000 Penalty: 5415.558594
	Iteration 25Q: 3 clusters Score -4428934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -4428932.500000 Penalty: 5415.558594
	Iteration 26Q: 3 clusters Score -4428932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -4428933.000000 Penalty: 5415.558594
	Iteration 27Q: 3 clusters Score -4428933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -4428930.000000 Penalty: 5415.558594
	Iteration 28Q: 3 clusters Score -4428930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -4428939.000000 Penalty: 5415.558594
	Iteration 29Q: 3 clusters Score -4428939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -4428937.000000 Penalty: 5415.558594
	Iteration 30Q: 3 clusters Score -4428937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -4428934.500000 Penalty: 5415.558594
	Iteration 31Q: 3 clusters Score -4428934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -4428934.500000 Penalty: 5415.558594
	Iteration 32Q: 3 clusters Score -4428934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -4428936.500000 Penalty: 5415.558594
	Iteration 33Q: 3 clusters Score -4428936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -4428932.500000 Penalty: 5415.558594
	Iteration 34Q: 3 clusters Score -4428932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -4428929.000000 Penalty: 5415.558594
	Iteration 35Q: 3 clusters Score -4428929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -4428932.000000 Penalty: 5415.558594
	Iteration 36Q: 3 clusters Score -4428932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -4428930.500000 Penalty: 5415.558594
	Iteration 37Q: 3 clusters Score -4428930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -4428930.500000 Penalty: 5415.558594
	Iteration 38F: 3 clusters Score -4428930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -53098.542969 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -53098.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51417.128906 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -51417.13 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51625.351562 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -51625.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51678.816406 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -51678.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51692.484375 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -51692.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51702.597656 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -51702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51714.894531 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -51714.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51730.347656 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -51730.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51736.820312 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -51736.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51746.910156 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -51746.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51757.390625 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -51757.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51766.972656 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -51766.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51769.964844 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -51769.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51769.964844 Penalty: 3217.891357
	Iteration 12F: 3 clusters Score -51769.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -119268.140625 Penalty: 1896.414185
	Iteration 0F: 2 clusters Score -119268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -116628.765625 Penalty: 3792.828369
	Iteration 0F: 3 clusters Score -116628.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -117375.375000 Penalty: 3792.828369
	Iteration 1F: 3 clusters Score -117375.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -117727.164062 Penalty: 3792.828369
	Iteration 2F: 3 clusters Score -117727.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -118061.679688 Penalty: 3792.828369
	Iteration 3F: 3 clusters Score -118061.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -118404.117188 Penalty: 3792.828369
	Iteration 4F: 3 clusters Score -118404.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -118770.468750 Penalty: 3792.828369
	Iteration 5F: 3 clusters Score -118770.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -118989.562500 Penalty: 3792.828369
	Iteration 6F: 3 clusters Score -118989.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -119089.742188 Penalty: 3792.828369
	Iteration 7Q: 3 clusters Score -119089.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -119140.640625 Penalty: 3792.828369
	Iteration 8Q: 3 clusters Score -119140.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -119174.906250 Penalty: 3792.828369
	Iteration 9Q: 3 clusters Score -119174.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -119192.992188 Penalty: 3792.828369
	Iteration 10Q: 3 clusters Score -119193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -119203.632812 Penalty: 3792.828369
	Iteration 11Q: 3 clusters Score -119203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -119223.898438 Penalty: 3792.828369
	Iteration 12Q: 3 clusters Score -119223.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -119261.320312 Penalty: 3792.828369
	Iteration 13Q: 3 clusters Score -119261.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -119288.328125 Penalty: 3792.828369
	Iteration 14Q: 3 clusters Score -119288.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119316.226562 Penalty: 3792.828369
	Iteration 15Q: 3 clusters Score -119316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -119359.265625 Penalty: 3792.828369
	Iteration 16Q: 3 clusters Score -119359.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -119404.562500 Penalty: 3792.828369
	Iteration 17Q: 3 clusters Score -119404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -119432.671875 Penalty: 3792.828369
	Iteration 18Q: 3 clusters Score -119432.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -119467.703125 Penalty: 3792.828369
	Iteration 19Q: 3 clusters Score -119467.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -119513.093750 Penalty: 3792.828369
	Iteration 20F: 3 clusters Score -119513.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -119539.500000 Penalty: 3792.828369
	Iteration 21Q: 3 clusters Score -119539.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -119551.671875 Penalty: 3792.828369
	Iteration 22Q: 3 clusters Score -119551.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -119566.976562 Penalty: 3792.828369
	Iteration 23Q: 3 clusters Score -119567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -119575.406250 Penalty: 3792.828369
	Iteration 24Q: 3 clusters Score -119575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -119583.804688 Penalty: 3792.828369
	Iteration 25Q: 3 clusters Score -119583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -119591.562500 Penalty: 3792.828369
	Iteration 26Q: 3 clusters Score -119591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -119597.585938 Penalty: 3792.828369
	Iteration 27Q: 3 clusters Score -119597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -119601.492188 Penalty: 3792.828369
	Iteration 28Q: 3 clusters Score -119601.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -119605.375000 Penalty: 3792.828369
	Iteration 29Q: 3 clusters Score -119605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -119610.335938 Penalty: 3792.828369
	Iteration 30Q: 3 clusters Score -119610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -119614.734375 Penalty: 3792.828369
	Iteration 31Q: 3 clusters Score -119614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -119617.296875 Penalty: 3792.828369
	Iteration 32Q: 3 clusters Score -119617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -119621.140625 Penalty: 3792.828369
	Iteration 33Q: 3 clusters Score -119621.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -119626.679688 Penalty: 3792.828369
	Iteration 34Q: 3 clusters Score -119626.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -119632.570312 Penalty: 3792.828369
	Iteration 35Q: 3 clusters Score -119632.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -119637.296875 Penalty: 3792.828369
	Iteration 36Q: 3 clusters Score -119637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -119641.867188 Penalty: 3792.828369
	Iteration 37Q: 3 clusters Score -119641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -119649.007812 Penalty: 3792.828369
	Iteration 38Q: 3 clusters Score -119649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -119651.148438 Penalty: 3792.828369
	Iteration 39Q: 3 clusters Score -119651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -119652.671875 Penalty: 3792.828369
	Iteration 40F: 3 clusters Score -119652.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -119657.375000 Penalty: 3792.828369
	Iteration 41Q: 3 clusters Score -119657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -119661.710938 Penalty: 3792.828369
	Iteration 42Q: 3 clusters Score -119661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -119667.875000 Penalty: 3792.828369
	Iteration 43Q: 3 clusters Score -119667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -119675.625000 Penalty: 3792.828369
	Iteration 44Q: 3 clusters Score -119675.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -119688.101562 Penalty: 3792.828369
	Iteration 45Q: 3 clusters Score -119688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -119694.585938 Penalty: 3792.828369
	Iteration 46Q: 3 clusters Score -119694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -119709.382812 Penalty: 3792.828369
	Iteration 47Q: 3 clusters Score -119709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -119716.414062 Penalty: 3792.828369
	Iteration 48Q: 3 clusters Score -119716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -119722.734375 Penalty: 3792.828369
	Iteration 49Q: 3 clusters Score -119722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -119736.757812 Penalty: 3792.828369
	Iteration 50Q: 3 clusters Score -119736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -119740.742188 Penalty: 3792.828369
	Iteration 51Q: 3 clusters Score -119740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -119743.937500 Penalty: 3792.828369
	Iteration 52Q: 3 clusters Score -119743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -119745.539062 Penalty: 3792.828369
	Iteration 53Q: 3 clusters Score -119745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -119746.898438 Penalty: 3792.828369
	Iteration 54Q: 3 clusters Score -119746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -119749.796875 Penalty: 3792.828369
	Iteration 55Q: 3 clusters Score -119749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -119751.851562 Penalty: 3792.828369
	Iteration 56Q: 3 clusters Score -119751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -119753.023438 Penalty: 3792.828369
	Iteration 57Q: 3 clusters Score -119753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -119753.460938 Penalty: 3792.828369
	Iteration 58Q: 3 clusters Score -119753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -119754.164062 Penalty: 3792.828369
	Iteration 59Q: 3 clusters Score -119754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -119754.164062 Penalty: 3792.828369
	Iteration 60F: 3 clusters Score -119754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 56024 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60843 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12514 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12860 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 7139 members 
Mstep: Class 51 contains 1290 members 
Entering Unmasked Estep 
Score: -51158628.000000 Penalty: 169439.390625
Splitting cluster 17 changes total score from -51159480.000000 to -51158628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Entering Unmasked Estep 
Score: -1348771.250000 Penalty: 2406.000732
	Iteration 0F: 2 clusters Score -1348771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1337152.875000 Penalty: 4812.001465
	Iteration 0F: 3 clusters Score -1337153 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1340972.625000 Penalty: 4812.001465
	Iteration 1F: 3 clusters Score -1340973 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1341422.750000 Penalty: 4812.001465
	Iteration 2F: 3 clusters Score -1341423 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1341893.375000 Penalty: 4812.001465
	Iteration 3F: 3 clusters Score -1341893 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1342456.500000 Penalty: 4812.001465
	Iteration 4F: 3 clusters Score -1342456 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1343101.500000 Penalty: 4812.001465
	Iteration 5F: 3 clusters Score -1343102 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1343796.000000 Penalty: 4812.001465
	Iteration 6F: 3 clusters Score -1343796 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1344537.500000 Penalty: 4812.001465
	Iteration 7F: 3 clusters Score -1344538 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1345250.875000 Penalty: 4812.001465
	Iteration 8Q: 3 clusters Score -1345251 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1345788.000000 Penalty: 4812.001465
	Iteration 9Q: 3 clusters Score -1345788 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1346139.500000 Penalty: 4812.001465
	Iteration 10Q: 3 clusters Score -1346140 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1346345.250000 Penalty: 4812.001465
	Iteration 11Q: 3 clusters Score -1346345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1346459.000000 Penalty: 4812.001465
	Iteration 12Q: 3 clusters Score -1346459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1346548.625000 Penalty: 4812.001465
	Iteration 13Q: 3 clusters Score -1346549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1346594.750000 Penalty: 4812.001465
	Iteration 14Q: 3 clusters Score -1346595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1346624.125000 Penalty: 4812.001465
	Iteration 15Q: 3 clusters Score -1346624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1346647.750000 Penalty: 4812.001465
	Iteration 16Q: 3 clusters Score -1346648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1346657.875000 Penalty: 4812.001465
	Iteration 17Q: 3 clusters Score -1346658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1346672.500000 Penalty: 4812.001465
	Iteration 18Q: 3 clusters Score -1346672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1346679.125000 Penalty: 4812.001465
	Iteration 19Q: 3 clusters Score -1346679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1346691.500000 Penalty: 4812.001465
	Iteration 20F: 3 clusters Score -1346692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1346698.000000 Penalty: 4812.001465
	Iteration 21Q: 3 clusters Score -1346698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1346709.375000 Penalty: 4812.001465
	Iteration 22Q: 3 clusters Score -1346709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1346713.875000 Penalty: 4812.001465
	Iteration 23Q: 3 clusters Score -1346714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1346714.750000 Penalty: 4812.001465
	Iteration 24Q: 3 clusters Score -1346715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1346714.875000 Penalty: 4812.001465
	Iteration 25Q: 3 clusters Score -1346715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1346714.875000 Penalty: 4812.001465
	Iteration 26F: 3 clusters Score -1346715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Entering Unmasked Estep 
Score: -4653181.000000 Penalty: 2715.425537
	Iteration 0F: 2 clusters Score -4653181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4615045.000000 Penalty: 5430.851074
	Iteration 0F: 3 clusters Score -4615045 nChanged 26440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4629783.500000 Penalty: 5430.851074
	Iteration 1F: 3 clusters Score -4629784 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -4630436.000000 Penalty: 5430.851074
	Iteration 2Q: 3 clusters Score -4630436 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4631137.000000 Penalty: 5430.851074
	Iteration 3Q: 3 clusters Score -4631137 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4631889.000000 Penalty: 5430.851074
	Iteration 4Q: 3 clusters Score -4631889 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4632866.000000 Penalty: 5430.851074
	Iteration 5Q: 3 clusters Score -4632866 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4634259.000000 Penalty: 5430.851074
	Iteration 6Q: 3 clusters Score -4634259 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -4636236.500000 Penalty: 5430.851074
	Iteration 7F: 3 clusters Score -4636236 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -4638632.000000 Penalty: 5430.851074
	Iteration 8F: 3 clusters Score -4638632 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -4641312.500000 Penalty: 5430.851074
	Iteration 9F: 3 clusters Score -4641312 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -4643835.000000 Penalty: 5430.851074
	Iteration 10F: 3 clusters Score -4643835 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -4645983.500000 Penalty: 5430.851074
	Iteration 11Q: 3 clusters Score -4645984 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -4647652.000000 Penalty: 5430.851074
	Iteration 12Q: 3 clusters Score -4647652 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -4648837.000000 Penalty: 5430.851074
	Iteration 13Q: 3 clusters Score -4648837 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -4649570.500000 Penalty: 5430.851074
	Iteration 14Q: 3 clusters Score -4649570 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -4650022.500000 Penalty: 5430.851074
	Iteration 15Q: 3 clusters Score -4650022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -4650263.000000 Penalty: 5430.851074
	Iteration 16Q: 3 clusters Score -4650263 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -4650430.000000 Penalty: 5430.851074
	Iteration 17Q: 3 clusters Score -4650430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -4650560.000000 Penalty: 5430.851074
	Iteration 18Q: 3 clusters Score -4650560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -4650632.000000 Penalty: 5430.851074
	Iteration 19Q: 3 clusters Score -4650632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -4650670.500000 Penalty: 5430.851074
	Iteration 20F: 3 clusters Score -4650670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -4650700.000000 Penalty: 5430.851074
	Iteration 21Q: 3 clusters Score -4650700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -4650727.000000 Penalty: 5430.851074
	Iteration 22Q: 3 clusters Score -4650727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -4650741.000000 Penalty: 5430.851074
	Iteration 23Q: 3 clusters Score -4650741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -4650764.000000 Penalty: 5430.851074
	Iteration 24Q: 3 clusters Score -4650764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -4650782.000000 Penalty: 5430.851074
	Iteration 25Q: 3 clusters Score -4650782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -4650790.000000 Penalty: 5430.851074
	Iteration 26Q: 3 clusters Score -4650790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -4650797.000000 Penalty: 5430.851074
	Iteration 27Q: 3 clusters Score -4650797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -4650809.500000 Penalty: 5430.851074
	Iteration 28Q: 3 clusters Score -4650810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -4650809.000000 Penalty: 5430.851074
	Iteration 29Q: 3 clusters Score -4650809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -4650815.000000 Penalty: 5430.851074
	Iteration 30Q: 3 clusters Score -4650815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -4650819.000000 Penalty: 5430.851074
	Iteration 31Q: 3 clusters Score -4650819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -4650828.500000 Penalty: 5430.851074
	Iteration 32Q: 3 clusters Score -4650828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -4650829.500000 Penalty: 5430.851074
	Iteration 33Q: 3 clusters Score -4650830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -4650832.000000 Penalty: 5430.851074
	Iteration 34Q: 3 clusters Score -4650832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -4650833.000000 Penalty: 5430.851074
	Iteration 35Q: 3 clusters Score -4650833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -4650838.500000 Penalty: 5430.851074
	Iteration 36Q: 3 clusters Score -4650838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -4650836.500000 Penalty: 5430.851074
	Iteration 37Q: 3 clusters Score -4650836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -4650839.500000 Penalty: 5430.851074
	Iteration 38Q: 3 clusters Score -4650840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -4650845.500000 Penalty: 5430.851074
	Iteration 39Q: 3 clusters Score -4650846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -4650844.500000 Penalty: 5430.851074
	Iteration 40F: 3 clusters Score -4650844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -4650847.500000 Penalty: 5430.851074
	Iteration 41Q: 3 clusters Score -4650848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -4650847.500000 Penalty: 5430.851074
	Iteration 42F: 3 clusters Score -4650848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -269993.937500 Penalty: 2018.798340
	Iteration 0F: 2 clusters Score -269993.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -266504.812500 Penalty: 4037.596680
	Iteration 0F: 3 clusters Score -266504.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -267351.125000 Penalty: 4037.596680
	Iteration 1F: 3 clusters Score -267351.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -267766.937500 Penalty: 4037.596680
	Iteration 2F: 3 clusters Score -267766.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -268234.875000 Penalty: 4037.596680
	Iteration 3F: 3 clusters Score -268234.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -268564.500000 Penalty: 4037.596680
	Iteration 4F: 3 clusters Score -268564.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -268755.906250 Penalty: 4037.596680
	Iteration 5F: 3 clusters Score -268755.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -268867.875000 Penalty: 4037.596680
	Iteration 6Q: 3 clusters Score -268867.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -268924.937500 Penalty: 4037.596680
	Iteration 7Q: 3 clusters Score -268924.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268963.031250 Penalty: 4037.596680
	Iteration 8Q: 3 clusters Score -268963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -268986.125000 Penalty: 4037.596680
	Iteration 9Q: 3 clusters Score -268986.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -269004.718750 Penalty: 4037.596680
	Iteration 10Q: 3 clusters Score -269004.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -269026.562500 Penalty: 4037.596680
	Iteration 11Q: 3 clusters Score -269026.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -269049.000000 Penalty: 4037.596680
	Iteration 12Q: 3 clusters Score -269049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -269061.906250 Penalty: 4037.596680
	Iteration 13Q: 3 clusters Score -269061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -269075.718750 Penalty: 4037.596680
	Iteration 14Q: 3 clusters Score -269075.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -269082.093750 Penalty: 4037.596680
	Iteration 15Q: 3 clusters Score -269082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269083.750000 Penalty: 4037.596680
	Iteration 16Q: 3 clusters Score -269083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -269085.093750 Penalty: 4037.596680
	Iteration 17Q: 3 clusters Score -269085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -269087.093750 Penalty: 4037.596680
	Iteration 18Q: 3 clusters Score -269087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -269089.937500 Penalty: 4037.596680
	Iteration 19Q: 3 clusters Score -269089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -269090.468750 Penalty: 4037.596680
	Iteration 20F: 3 clusters Score -269090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -124550.734375 Penalty: 1823.881836
	Iteration 0F: 2 clusters Score -124550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122182.210938 Penalty: 3647.763672
	Iteration 0F: 3 clusters Score -122182.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -122553.445312 Penalty: 3647.763672
	Iteration 1F: 3 clusters Score -122553.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122679.507812 Penalty: 3647.763672
	Iteration 2F: 3 clusters Score -122679.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -122743.210938 Penalty: 3647.763672
	Iteration 3Q: 3 clusters Score -122743.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122789.476562 Penalty: 3647.763672
	Iteration 4Q: 3 clusters Score -122789.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122821.468750 Penalty: 3647.763672
	Iteration 5Q: 3 clusters Score -122821.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -122845.351562 Penalty: 3647.763672
	Iteration 6Q: 3 clusters Score -122845.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -122869.867188 Penalty: 3647.763672
	Iteration 7Q: 3 clusters Score -122869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -122889.007812 Penalty: 3647.763672
	Iteration 8Q: 3 clusters Score -122889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122894.765625 Penalty: 3647.763672
	Iteration 9Q: 3 clusters Score -122894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -122897.976562 Penalty: 3647.763672
	Iteration 10Q: 3 clusters Score -122898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122900.648438 Penalty: 3647.763672
	Iteration 11Q: 3 clusters Score -122900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122903.843750 Penalty: 3647.763672
	Iteration 12Q: 3 clusters Score -122903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122906.601562 Penalty: 3647.763672
	Iteration 13Q: 3 clusters Score -122906.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122909.976562 Penalty: 3647.763672
	Iteration 14Q: 3 clusters Score -122910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122913.820312 Penalty: 3647.763672
	Iteration 15Q: 3 clusters Score -122913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122915.984375 Penalty: 3647.763672
	Iteration 16Q: 3 clusters Score -122916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122918.125000 Penalty: 3647.763672
	Iteration 17Q: 3 clusters Score -122918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -122918.507812 Penalty: 3647.763672
	Iteration 18Q: 3 clusters Score -122918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122918.726562 Penalty: 3647.763672
	Iteration 19Q: 3 clusters Score -122918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -122918.726562 Penalty: 3647.763672
	Iteration 20F: 3 clusters Score -122918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -110003.273438 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -110003.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -107674.859375 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -107674.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -108127.382812 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -108127.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -108306.210938 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -108306.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108424.148438 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -108424.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -108515.804688 Penalty: 3669.190430
	Iteration 4Q: 3 clusters Score -108515.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -108608.843750 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -108608.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -108694.218750 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -108694.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -108753.562500 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -108753.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108802.257812 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -108802.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108827.546875 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -108827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -108835.703125 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -108835.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -108845.476562 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -108845.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -108863.132812 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -108863.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -108884.140625 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -108884.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -108902.250000 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -108902.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108919.007812 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -108919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -108927.687500 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -108927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -108936.203125 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -108936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108945.242188 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -108945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108950.734375 Penalty: 3669.190430
	Iteration 19Q: 3 clusters Score -108950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108959.828125 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -108959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108969.671875 Penalty: 3669.190430
	Iteration 21Q: 3 clusters Score -108969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -108987.750000 Penalty: 3669.190430
	Iteration 22Q: 3 clusters Score -108987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -109019.265625 Penalty: 3669.190430
	Iteration 23Q: 3 clusters Score -109019.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109056.921875 Penalty: 3669.190430
	Iteration 24Q: 3 clusters Score -109056.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -109092.367188 Penalty: 3669.190430
	Iteration 25Q: 3 clusters Score -109092.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -109107.414062 Penalty: 3669.190430
	Iteration 26Q: 3 clusters Score -109107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -109116.601562 Penalty: 3669.190430
	Iteration 27Q: 3 clusters Score -109116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109123.273438 Penalty: 3669.190430
	Iteration 28Q: 3 clusters Score -109123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -109131.062500 Penalty: 3669.190430
	Iteration 29Q: 3 clusters Score -109131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -109138.609375 Penalty: 3669.190430
	Iteration 30Q: 3 clusters Score -109138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -109142.398438 Penalty: 3669.190430
	Iteration 31Q: 3 clusters Score -109142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -109148.062500 Penalty: 3669.190430
	Iteration 32Q: 3 clusters Score -109148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109149.406250 Penalty: 3669.190430
	Iteration 33Q: 3 clusters Score -109149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109149.937500 Penalty: 3669.190430
	Iteration 34Q: 3 clusters Score -109149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -109150.031250 Penalty: 3669.190430
	Iteration 35Q: 3 clusters Score -109150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -109150.031250 Penalty: 3669.190430
	Iteration 36F: 3 clusters Score -109150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115325.585938 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115325.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115816.984375 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115817 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115953.687500 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -115953.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -116037.007812 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -116037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116092.265625 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -116092.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116134.382812 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -116134.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116162.523438 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -116162.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116191.828125 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -116191.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116216.148438 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -116216.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116231.992188 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -116232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116245.992188 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -116246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116257.296875 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -116257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116262.640625 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -116262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -116269.648438 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -116269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116278.000000 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -116278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116290.414062 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -116290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116298.992188 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -116299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116306.515625 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -116306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116314.179688 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -116314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116324.476562 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -116324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116334.578125 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -116334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116341.968750 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -116342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116343.484375 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -116343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116347.953125 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -116348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116350.265625 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -116350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116350.859375 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -116350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116351.125000 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -116351.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116351.125000 Penalty: 3631.965088
	Iteration 27F: 3 clusters Score -116351.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Entering Unmasked Estep 
Score: -5023338.500000 Penalty: 2729.835693
	Iteration 0F: 2 clusters Score -5023338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4982730.000000 Penalty: 5459.671387
	Iteration 0F: 3 clusters Score -4982730 nChanged 28015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -4998308.500000 Penalty: 5459.671387
	Iteration 1F: 3 clusters Score -4998308 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4999014.000000 Penalty: 5459.671387
	Iteration 2Q: 3 clusters Score -4999014 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -4999837.500000 Penalty: 5459.671387
	Iteration 3Q: 3 clusters Score -4999838 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5000812.000000 Penalty: 5459.671387
	Iteration 4Q: 3 clusters Score -5000812 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5002293.000000 Penalty: 5459.671387
	Iteration 5Q: 3 clusters Score -5002293 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5004328.500000 Penalty: 5459.671387
	Iteration 6F: 3 clusters Score -5004328 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -5007299.500000 Penalty: 5459.671387
	Iteration 7F: 3 clusters Score -5007300 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5010776.500000 Penalty: 5459.671387
	Iteration 8F: 3 clusters Score -5010776 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -5014230.000000 Penalty: 5459.671387
	Iteration 9F: 3 clusters Score -5014230 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5016877.500000 Penalty: 5459.671387
	Iteration 10F: 3 clusters Score -5016878 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5018655.500000 Penalty: 5459.671387
	Iteration 11Q: 3 clusters Score -5018656 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5019633.000000 Penalty: 5459.671387
	Iteration 12Q: 3 clusters Score -5019633 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5020141.000000 Penalty: 5459.671387
	Iteration 13Q: 3 clusters Score -5020141 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5020459.000000 Penalty: 5459.671387
	Iteration 14Q: 3 clusters Score -5020459 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5020636.000000 Penalty: 5459.671387
	Iteration 15Q: 3 clusters Score -5020636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5020762.000000 Penalty: 5459.671387
	Iteration 16Q: 3 clusters Score -5020762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5020850.000000 Penalty: 5459.671387
	Iteration 17Q: 3 clusters Score -5020850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5020924.500000 Penalty: 5459.671387
	Iteration 18Q: 3 clusters Score -5020924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5020969.000000 Penalty: 5459.671387
	Iteration 19Q: 3 clusters Score -5020969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5020994.500000 Penalty: 5459.671387
	Iteration 20F: 3 clusters Score -5020994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5021027.000000 Penalty: 5459.671387
	Iteration 21Q: 3 clusters Score -5021027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5021041.500000 Penalty: 5459.671387
	Iteration 22Q: 3 clusters Score -5021042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5021051.500000 Penalty: 5459.671387
	Iteration 23Q: 3 clusters Score -5021052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5021065.000000 Penalty: 5459.671387
	Iteration 24Q: 3 clusters Score -5021065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5021070.500000 Penalty: 5459.671387
	Iteration 25Q: 3 clusters Score -5021070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5021071.500000 Penalty: 5459.671387
	Iteration 26Q: 3 clusters Score -5021072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5021068.500000 Penalty: 5459.671387
	Iteration 27Q: 3 clusters Score -5021068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5021070.500000 Penalty: 5459.671387
	Iteration 28Q: 3 clusters Score -5021070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59792 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5021073.500000 Penalty: 5459.671387
	Iteration 29Q: 3 clusters Score -5021074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5021072.500000 Penalty: 5459.671387
	Iteration 30Q: 3 clusters Score -5021072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5021074.000000 Penalty: 5459.671387
	Iteration 31Q: 3 clusters Score -5021074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5021079.000000 Penalty: 5459.671387
	Iteration 32Q: 3 clusters Score -5021079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5021080.500000 Penalty: 5459.671387
	Iteration 33Q: 3 clusters Score -5021080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5021083.500000 Penalty: 5459.671387
	Iteration 34Q: 3 clusters Score -5021084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5021083.500000 Penalty: 5459.671387
	Iteration 35F: 3 clusters Score -5021084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Entering Unmasked Estep 
Score: -876945.750000 Penalty: 2335.060059
	Iteration 0F: 2 clusters Score -876945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -867867.250000 Penalty: 4670.120117
	Iteration 0F: 3 clusters Score -867867.2 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -870927.687500 Penalty: 4670.120117
	Iteration 1F: 3 clusters Score -870927.7 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -871524.687500 Penalty: 4670.120117
	Iteration 2F: 3 clusters Score -871524.7 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -872121.625000 Penalty: 4670.120117
	Iteration 3F: 3 clusters Score -872121.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -872643.812500 Penalty: 4670.120117
	Iteration 4F: 3 clusters Score -872643.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -873172.687500 Penalty: 4670.120117
	Iteration 5F: 3 clusters Score -873172.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -873706.125000 Penalty: 4670.120117
	Iteration 6F: 3 clusters Score -873706.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -874227.687500 Penalty: 4670.120117
	Iteration 7Q: 3 clusters Score -874227.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -874717.125000 Penalty: 4670.120117
	Iteration 8Q: 3 clusters Score -874717.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -875098.750000 Penalty: 4670.120117
	Iteration 9Q: 3 clusters Score -875098.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -875349.375000 Penalty: 4670.120117
	Iteration 10Q: 3 clusters Score -875349.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -875532.500000 Penalty: 4670.120117
	Iteration 11Q: 3 clusters Score -875532.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -875676.187500 Penalty: 4670.120117
	Iteration 12Q: 3 clusters Score -875676.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -875772.500000 Penalty: 4670.120117
	Iteration 13Q: 3 clusters Score -875772.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -875845.562500 Penalty: 4670.120117
	Iteration 14Q: 3 clusters Score -875845.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -875903.312500 Penalty: 4670.120117
	Iteration 15Q: 3 clusters Score -875903.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -875941.312500 Penalty: 4670.120117
	Iteration 16Q: 3 clusters Score -875941.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -875964.000000 Penalty: 4670.120117
	Iteration 17Q: 3 clusters Score -875964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -875976.687500 Penalty: 4670.120117
	Iteration 18Q: 3 clusters Score -875976.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -875999.625000 Penalty: 4670.120117
	Iteration 19Q: 3 clusters Score -875999.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -876012.000000 Penalty: 4670.120117
	Iteration 20F: 3 clusters Score -876012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -876028.562500 Penalty: 4670.120117
	Iteration 21Q: 3 clusters Score -876028.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -876044.375000 Penalty: 4670.120117
	Iteration 22Q: 3 clusters Score -876044.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -876060.312500 Penalty: 4670.120117
	Iteration 23Q: 3 clusters Score -876060.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -876069.562500 Penalty: 4670.120117
	Iteration 24Q: 3 clusters Score -876069.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -876080.187500 Penalty: 4670.120117
	Iteration 25Q: 3 clusters Score -876080.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -876092.937500 Penalty: 4670.120117
	Iteration 26Q: 3 clusters Score -876092.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -876104.687500 Penalty: 4670.120117
	Iteration 27Q: 3 clusters Score -876104.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -876119.750000 Penalty: 4670.120117
	Iteration 28Q: 3 clusters Score -876119.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -876134.750000 Penalty: 4670.120117
	Iteration 29Q: 3 clusters Score -876134.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -876145.437500 Penalty: 4670.120117
	Iteration 30Q: 3 clusters Score -876145.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -876159.062500 Penalty: 4670.120117
	Iteration 31Q: 3 clusters Score -876159.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -876174.437500 Penalty: 4670.120117
	Iteration 32Q: 3 clusters Score -876174.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -876197.500000 Penalty: 4670.120117
	Iteration 33Q: 3 clusters Score -876197.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -876217.937500 Penalty: 4670.120117
	Iteration 34Q: 3 clusters Score -876217.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -876235.687500 Penalty: 4670.120117
	Iteration 35Q: 3 clusters Score -876235.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -876255.812500 Penalty: 4670.120117
	Iteration 36Q: 3 clusters Score -876255.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -876277.875000 Penalty: 4670.120117
	Iteration 37Q: 3 clusters Score -876277.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -876302.062500 Penalty: 4670.120117
	Iteration 38Q: 3 clusters Score -876302.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -876335.250000 Penalty: 4670.120117
	Iteration 39Q: 3 clusters Score -876335.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -876361.312500 Penalty: 4670.120117
	Iteration 40F: 3 clusters Score -876361.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -876387.437500 Penalty: 4670.120117
	Iteration 41Q: 3 clusters Score -876387.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -876403.562500 Penalty: 4670.120117
	Iteration 42Q: 3 clusters Score -876403.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -876420.500000 Penalty: 4670.120117
	Iteration 43Q: 3 clusters Score -876420.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -876433.375000 Penalty: 4670.120117
	Iteration 44Q: 3 clusters Score -876433.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -876446.000000 Penalty: 4670.120117
	Iteration 45Q: 3 clusters Score -876446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -876458.750000 Penalty: 4670.120117
	Iteration 46Q: 3 clusters Score -876458.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -876468.000000 Penalty: 4670.120117
	Iteration 47Q: 3 clusters Score -876468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -876472.125000 Penalty: 4670.120117
	Iteration 48Q: 3 clusters Score -876472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -876478.625000 Penalty: 4670.120117
	Iteration 49Q: 3 clusters Score -876478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -876483.125000 Penalty: 4670.120117
	Iteration 50Q: 3 clusters Score -876483.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -876486.000000 Penalty: 4670.120117
	Iteration 51Q: 3 clusters Score -876486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -876487.312500 Penalty: 4670.120117
	Iteration 52Q: 3 clusters Score -876487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -876489.937500 Penalty: 4670.120117
	Iteration 53Q: 3 clusters Score -876489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -876490.500000 Penalty: 4670.120117
	Iteration 54Q: 3 clusters Score -876490.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -876489.562500 Penalty: 4670.120117
	Iteration 55Q: 3 clusters Score -876489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -876489.875000 Penalty: 4670.120117
	Iteration 56Q: 3 clusters Score -876489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -876492.500000 Penalty: 4670.120117
	Iteration 57Q: 3 clusters Score -876492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -876492.437500 Penalty: 4670.120117
	Iteration 58Q: 3 clusters Score -876492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -876494.000000 Penalty: 4670.120117
	Iteration 59Q: 3 clusters Score -876494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -876494.750000 Penalty: 4670.120117
	Iteration 60F: 3 clusters Score -876494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -876497.312500 Penalty: 4670.120117
	Iteration 61Q: 3 clusters Score -876497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -876496.250000 Penalty: 4670.120117
	Iteration 62Q: 3 clusters Score -876496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -876494.875000 Penalty: 4670.120117
	Iteration 63Q: 3 clusters Score -876494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -876498.312500 Penalty: 4670.120117
	Iteration 64Q: 3 clusters Score -876498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -876499.312500 Penalty: 4670.120117
	Iteration 65Q: 3 clusters Score -876499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -876499.562500 Penalty: 4670.120117
	Iteration 66Q: 3 clusters Score -876499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -876498.000000 Penalty: 4670.120117
	Iteration 67Q: 3 clusters Score -876498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -876500.062500 Penalty: 4670.120117
	Iteration 68Q: 3 clusters Score -876500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -876500.062500 Penalty: 4670.120117
	Iteration 69F: 3 clusters Score -876500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Entering Unmasked Estep 
Score: -1318010.125000 Penalty: 2396.851074
	Iteration 0F: 2 clusters Score -1318010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1306746.125000 Penalty: 4793.702148
	Iteration 0F: 3 clusters Score -1306746 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1310583.750000 Penalty: 4793.702148
	Iteration 1F: 3 clusters Score -1310584 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1311226.250000 Penalty: 4793.702148
	Iteration 2F: 3 clusters Score -1311226 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1311910.625000 Penalty: 4793.702148
	Iteration 3F: 3 clusters Score -1311911 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1312640.750000 Penalty: 4793.702148
	Iteration 4F: 3 clusters Score -1312641 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1313305.375000 Penalty: 4793.702148
	Iteration 5F: 3 clusters Score -1313305 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1313784.125000 Penalty: 4793.702148
	Iteration 6F: 3 clusters Score -1313784 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1314104.375000 Penalty: 4793.702148
	Iteration 7Q: 3 clusters Score -1314104 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1314295.875000 Penalty: 4793.702148
	Iteration 8Q: 3 clusters Score -1314296 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1314438.375000 Penalty: 4793.702148
	Iteration 9Q: 3 clusters Score -1314438 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1314547.000000 Penalty: 4793.702148
	Iteration 10Q: 3 clusters Score -1314547 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1314636.250000 Penalty: 4793.702148
	Iteration 11Q: 3 clusters Score -1314636 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1314712.750000 Penalty: 4793.702148
	Iteration 12Q: 3 clusters Score -1314713 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1314795.250000 Penalty: 4793.702148
	Iteration 13Q: 3 clusters Score -1314795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1314869.625000 Penalty: 4793.702148
	Iteration 14Q: 3 clusters Score -1314870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1314957.000000 Penalty: 4793.702148
	Iteration 15Q: 3 clusters Score -1314957 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1315053.250000 Penalty: 4793.702148
	Iteration 16Q: 3 clusters Score -1315053 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1315190.625000 Penalty: 4793.702148
	Iteration 17Q: 3 clusters Score -1315191 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1315362.875000 Penalty: 4793.702148
	Iteration 18Q: 3 clusters Score -1315363 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1315563.125000 Penalty: 4793.702148
	Iteration 19Q: 3 clusters Score -1315563 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1315788.875000 Penalty: 4793.702148
	Iteration 20F: 3 clusters Score -1315789 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1315995.250000 Penalty: 4793.702148
	Iteration 21Q: 3 clusters Score -1315995 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1316158.125000 Penalty: 4793.702148
	Iteration 22Q: 3 clusters Score -1316158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1316288.375000 Penalty: 4793.702148
	Iteration 23Q: 3 clusters Score -1316288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1316389.625000 Penalty: 4793.702148
	Iteration 24Q: 3 clusters Score -1316390 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1316442.375000 Penalty: 4793.702148
	Iteration 25Q: 3 clusters Score -1316442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1316486.500000 Penalty: 4793.702148
	Iteration 26Q: 3 clusters Score -1316486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1316512.250000 Penalty: 4793.702148
	Iteration 27Q: 3 clusters Score -1316512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1316537.375000 Penalty: 4793.702148
	Iteration 28Q: 3 clusters Score -1316537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1316559.625000 Penalty: 4793.702148
	Iteration 29Q: 3 clusters Score -1316560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1316575.500000 Penalty: 4793.702148
	Iteration 30Q: 3 clusters Score -1316576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1316583.125000 Penalty: 4793.702148
	Iteration 31Q: 3 clusters Score -1316583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1316587.750000 Penalty: 4793.702148
	Iteration 32Q: 3 clusters Score -1316588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1316592.750000 Penalty: 4793.702148
	Iteration 33Q: 3 clusters Score -1316593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1316602.000000 Penalty: 4793.702148
	Iteration 34Q: 3 clusters Score -1316602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1316602.875000 Penalty: 4793.702148
	Iteration 35Q: 3 clusters Score -1316603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1316602.500000 Penalty: 4793.702148
	Iteration 36Q: 3 clusters Score -1316602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1316604.000000 Penalty: 4793.702148
	Iteration 37Q: 3 clusters Score -1316604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1316608.000000 Penalty: 4793.702148
	Iteration 38Q: 3 clusters Score -1316608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1316613.000000 Penalty: 4793.702148
	Iteration 39Q: 3 clusters Score -1316613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1316617.125000 Penalty: 4793.702148
	Iteration 40F: 3 clusters Score -1316617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1316619.875000 Penalty: 4793.702148
	Iteration 41Q: 3 clusters Score -1316620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1316623.125000 Penalty: 4793.702148
	Iteration 42Q: 3 clusters Score -1316623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1316627.625000 Penalty: 4793.702148
	Iteration 43Q: 3 clusters Score -1316628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1316628.625000 Penalty: 4793.702148
	Iteration 44Q: 3 clusters Score -1316629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1316627.250000 Penalty: 4793.702148
	Iteration 45Q: 3 clusters Score -1316627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1316631.875000 Penalty: 4793.702148
	Iteration 46Q: 3 clusters Score -1316632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1316632.375000 Penalty: 4793.702148
	Iteration 47Q: 3 clusters Score -1316632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1316632.375000 Penalty: 4793.702148
	Iteration 48Q: 3 clusters Score -1316632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1316633.750000 Penalty: 4793.702148
	Iteration 49Q: 3 clusters Score -1316634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1316638.000000 Penalty: 4793.702148
	Iteration 50Q: 3 clusters Score -1316638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1316640.750000 Penalty: 4793.702148
	Iteration 51Q: 3 clusters Score -1316641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1316640.375000 Penalty: 4793.702148
	Iteration 52Q: 3 clusters Score -1316640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1316642.875000 Penalty: 4793.702148
	Iteration 53Q: 3 clusters Score -1316643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1316644.250000 Penalty: 4793.702148
	Iteration 54Q: 3 clusters Score -1316644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1316643.750000 Penalty: 4793.702148
	Iteration 55Q: 3 clusters Score -1316644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1316639.875000 Penalty: 4793.702148
	Iteration 56Q: 3 clusters Score -1316640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1316640.750000 Penalty: 4793.702148
	Iteration 57Q: 3 clusters Score -1316641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1316640.750000 Penalty: 4793.702148
	Iteration 58F: 3 clusters Score -1316641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -131908.687500 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -131908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -129468.906250 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -129468.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129958.945312 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -129958.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130132.054688 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -130132.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -130274.250000 Penalty: 3703.532471
	Iteration 3F: 3 clusters Score -130274.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -130443.445312 Penalty: 3703.532471
	Iteration 4F: 3 clusters Score -130443.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -130615.835938 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -130615.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -130794.062500 Penalty: 3703.532471
	Iteration 6F: 3 clusters Score -130794.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130993.031250 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -130993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131107.984375 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -131108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131194.828125 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -131194.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131253.359375 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -131253.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131308.625000 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -131308.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -131348.796875 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -131348.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -131380.796875 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -131380.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -131393.078125 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -131393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -131397.515625 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -131397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -131398.187500 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -131398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -131398.187500 Penalty: 3703.532471
	Iteration 17F: 3 clusters Score -131398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Entering Unmasked Estep 
Score: -849654.187500 Penalty: 2293.509277
	Iteration 0F: 2 clusters Score -849654.2 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 5065 members 
Entering Unmasked Estep 
Score: -841804.687500 Penalty: 4587.018555
	Iteration 0F: 3 clusters Score -841804.7 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -844098.562500 Penalty: 4587.018555
	Iteration 1F: 3 clusters Score -844098.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -844451.125000 Penalty: 4587.018555
	Iteration 2F: 3 clusters Score -844451.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -844808.875000 Penalty: 4587.018555
	Iteration 3F: 3 clusters Score -844808.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -845193.187500 Penalty: 4587.018555
	Iteration 4F: 3 clusters Score -845193.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -845581.437500 Penalty: 4587.018555
	Iteration 5F: 3 clusters Score -845581.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -846016.062500 Penalty: 4587.018555
	Iteration 6F: 3 clusters Score -846016.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -846425.000000 Penalty: 4587.018555
	Iteration 7F: 3 clusters Score -846425 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -846741.375000 Penalty: 4587.018555
	Iteration 8Q: 3 clusters Score -846741.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -846926.562500 Penalty: 4587.018555
	Iteration 9Q: 3 clusters Score -846926.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -847020.437500 Penalty: 4587.018555
	Iteration 10Q: 3 clusters Score -847020.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -847075.375000 Penalty: 4587.018555
	Iteration 11Q: 3 clusters Score -847075.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -847111.687500 Penalty: 4587.018555
	Iteration 12Q: 3 clusters Score -847111.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -847138.250000 Penalty: 4587.018555
	Iteration 13Q: 3 clusters Score -847138.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -847156.375000 Penalty: 4587.018555
	Iteration 14Q: 3 clusters Score -847156.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -847175.375000 Penalty: 4587.018555
	Iteration 15Q: 3 clusters Score -847175.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -847187.062500 Penalty: 4587.018555
	Iteration 16Q: 3 clusters Score -847187.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -847198.187500 Penalty: 4587.018555
	Iteration 17Q: 3 clusters Score -847198.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -847207.312500 Penalty: 4587.018555
	Iteration 18Q: 3 clusters Score -847207.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -847209.500000 Penalty: 4587.018555
	Iteration 19Q: 3 clusters Score -847209.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -847210.687500 Penalty: 4587.018555
	Iteration 20F: 3 clusters Score -847210.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -847214.625000 Penalty: 4587.018555
	Iteration 21Q: 3 clusters Score -847214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -847216.500000 Penalty: 4587.018555
	Iteration 22Q: 3 clusters Score -847216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -847217.812500 Penalty: 4587.018555
	Iteration 23Q: 3 clusters Score -847217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -847216.562500 Penalty: 4587.018555
	Iteration 24Q: 3 clusters Score -847216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -847218.875000 Penalty: 4587.018555
	Iteration 25Q: 3 clusters Score -847218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -847218.000000 Penalty: 4587.018555
	Iteration 26Q: 3 clusters Score -847218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -847218.562500 Penalty: 4587.018555
	Iteration 27Q: 3 clusters Score -847218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -847220.187500 Penalty: 4587.018555
	Iteration 28Q: 3 clusters Score -847220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -847218.750000 Penalty: 4587.018555
	Iteration 29Q: 3 clusters Score -847218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -847219.312500 Penalty: 4587.018555
	Iteration 30Q: 3 clusters Score -847219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -847219.625000 Penalty: 4587.018555
	Iteration 31Q: 3 clusters Score -847219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -847219.750000 Penalty: 4587.018555
	Iteration 32Q: 3 clusters Score -847219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -847221.812500 Penalty: 4587.018555
	Iteration 33Q: 3 clusters Score -847221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -847223.562500 Penalty: 4587.018555
	Iteration 34Q: 3 clusters Score -847223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -847221.562500 Penalty: 4587.018555
	Iteration 35Q: 3 clusters Score -847221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -847221.312500 Penalty: 4587.018555
	Iteration 36Q: 3 clusters Score -847221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -847221.750000 Penalty: 4587.018555
	Iteration 37Q: 3 clusters Score -847221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -847221.750000 Penalty: 4587.018555
	Iteration 38F: 3 clusters Score -847221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Entering Unmasked Estep 
Score: -2060094.000000 Penalty: 2498.391113
	Iteration 0F: 2 clusters Score -2060094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2043546.250000 Penalty: 4996.782227
	Iteration 0F: 3 clusters Score -2043546 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2049156.125000 Penalty: 4996.782227
	Iteration 1F: 3 clusters Score -2049156 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2049507.750000 Penalty: 4996.782227
	Iteration 2Q: 3 clusters Score -2049508 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2049852.125000 Penalty: 4996.782227
	Iteration 3Q: 3 clusters Score -2049852 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2050271.000000 Penalty: 4996.782227
	Iteration 4Q: 3 clusters Score -2050271 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2050837.625000 Penalty: 4996.782227
	Iteration 5Q: 3 clusters Score -2050838 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2051738.625000 Penalty: 4996.782227
	Iteration 6F: 3 clusters Score -2051739 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2053128.500000 Penalty: 4996.782227
	Iteration 7F: 3 clusters Score -2053128 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2054798.000000 Penalty: 4996.782227
	Iteration 8F: 3 clusters Score -2054798 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2056208.125000 Penalty: 4996.782227
	Iteration 9F: 3 clusters Score -2056208 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2057021.625000 Penalty: 4996.782227
	Iteration 10Q: 3 clusters Score -2057022 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -2057459.375000 Penalty: 4996.782227
	Iteration 11Q: 3 clusters Score -2057459 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2057695.000000 Penalty: 4996.782227
	Iteration 12Q: 3 clusters Score -2057695 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2057820.625000 Penalty: 4996.782227
	Iteration 13Q: 3 clusters Score -2057821 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2057887.750000 Penalty: 4996.782227
	Iteration 14Q: 3 clusters Score -2057888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2057931.125000 Penalty: 4996.782227
	Iteration 15Q: 3 clusters Score -2057931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2057962.750000 Penalty: 4996.782227
	Iteration 16Q: 3 clusters Score -2057963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2057986.250000 Penalty: 4996.782227
	Iteration 17Q: 3 clusters Score -2057986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2058013.875000 Penalty: 4996.782227
	Iteration 18Q: 3 clusters Score -2058014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2058022.500000 Penalty: 4996.782227
	Iteration 19Q: 3 clusters Score -2058022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2058037.000000 Penalty: 4996.782227
	Iteration 20F: 3 clusters Score -2058037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2058045.875000 Penalty: 4996.782227
	Iteration 21Q: 3 clusters Score -2058046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2058054.625000 Penalty: 4996.782227
	Iteration 22Q: 3 clusters Score -2058055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2058068.125000 Penalty: 4996.782227
	Iteration 23Q: 3 clusters Score -2058068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2058073.875000 Penalty: 4996.782227
	Iteration 24Q: 3 clusters Score -2058074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2058081.500000 Penalty: 4996.782227
	Iteration 25Q: 3 clusters Score -2058082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2058082.250000 Penalty: 4996.782227
	Iteration 26Q: 3 clusters Score -2058082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2058082.625000 Penalty: 4996.782227
	Iteration 27Q: 3 clusters Score -2058083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2058089.875000 Penalty: 4996.782227
	Iteration 28Q: 3 clusters Score -2058090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2058090.375000 Penalty: 4996.782227
	Iteration 29Q: 3 clusters Score -2058090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2058089.375000 Penalty: 4996.782227
	Iteration 30Q: 3 clusters Score -2058089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2058094.000000 Penalty: 4996.782227
	Iteration 31Q: 3 clusters Score -2058094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2058094.500000 Penalty: 4996.782227
	Iteration 32Q: 3 clusters Score -2058094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2058095.500000 Penalty: 4996.782227
	Iteration 33Q: 3 clusters Score -2058096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2058097.500000 Penalty: 4996.782227
	Iteration 34Q: 3 clusters Score -2058098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2058101.625000 Penalty: 4996.782227
	Iteration 35Q: 3 clusters Score -2058102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2058099.000000 Penalty: 4996.782227
	Iteration 36Q: 3 clusters Score -2058099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2058100.875000 Penalty: 4996.782227
	Iteration 37Q: 3 clusters Score -2058101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2058100.625000 Penalty: 4996.782227
	Iteration 38Q: 3 clusters Score -2058101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2058099.375000 Penalty: 4996.782227
	Iteration 39Q: 3 clusters Score -2058099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2058099.375000 Penalty: 4996.782227
	Iteration 40F: 3 clusters Score -2058099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -206869.500000 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -206869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -203846.546875 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -203846.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -204432.343750 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -204432.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -204641.234375 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -204641.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -204776.890625 Penalty: 3902.843994
	Iteration 3F: 3 clusters Score -204776.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -204884.531250 Penalty: 3902.843994
	Iteration 4Q: 3 clusters Score -204884.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -204973.515625 Penalty: 3902.843994
	Iteration 5Q: 3 clusters Score -204973.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -205050.078125 Penalty: 3902.843994
	Iteration 6Q: 3 clusters Score -205050.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -205124.375000 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -205124.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -205234.921875 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -205234.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -205348.703125 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -205348.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -205441.328125 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -205441.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -205554.281250 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -205554.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -205703.531250 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -205703.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -205844.515625 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -205844.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -205945.515625 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -205945.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -206007.718750 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -206007.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -206058.718750 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -206058.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -206112.171875 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -206112.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -206188.953125 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -206189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -206239.453125 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -206239.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -206260.593750 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -206260.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -206275.609375 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -206275.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -206294.953125 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -206295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -206315.781250 Penalty: 3902.843994
	Iteration 23Q: 3 clusters Score -206315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -206331.859375 Penalty: 3902.843994
	Iteration 24Q: 3 clusters Score -206331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -206347.296875 Penalty: 3902.843994
	Iteration 25Q: 3 clusters Score -206347.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -206372.328125 Penalty: 3902.843994
	Iteration 26Q: 3 clusters Score -206372.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -206403.515625 Penalty: 3902.843994
	Iteration 27Q: 3 clusters Score -206403.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -206424.234375 Penalty: 3902.843994
	Iteration 28Q: 3 clusters Score -206424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -206432.328125 Penalty: 3902.843994
	Iteration 29Q: 3 clusters Score -206432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -206438.296875 Penalty: 3902.843994
	Iteration 30Q: 3 clusters Score -206438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -206441.281250 Penalty: 3902.843994
	Iteration 31Q: 3 clusters Score -206441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -206443.703125 Penalty: 3902.843994
	Iteration 32Q: 3 clusters Score -206443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -206446.421875 Penalty: 3902.843994
	Iteration 33Q: 3 clusters Score -206446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -206448.031250 Penalty: 3902.843994
	Iteration 34Q: 3 clusters Score -206448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -206449.375000 Penalty: 3902.843994
	Iteration 35Q: 3 clusters Score -206449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -206449.375000 Penalty: 3902.843994
	Iteration 36F: 3 clusters Score -206449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -768784.750000 Penalty: 2267.310791
	Iteration 0F: 2 clusters Score -768784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -761536.437500 Penalty: 4534.621582
	Iteration 0F: 3 clusters Score -761536.4 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -763555.875000 Penalty: 4534.621582
	Iteration 1F: 3 clusters Score -763555.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -763838.312500 Penalty: 4534.621582
	Iteration 2F: 3 clusters Score -763838.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -764023.125000 Penalty: 4534.621582
	Iteration 3Q: 3 clusters Score -764023.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -764148.500000 Penalty: 4534.621582
	Iteration 4Q: 3 clusters Score -764148.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -764252.375000 Penalty: 4534.621582
	Iteration 5Q: 3 clusters Score -764252.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -764337.625000 Penalty: 4534.621582
	Iteration 6Q: 3 clusters Score -764337.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -764422.625000 Penalty: 4534.621582
	Iteration 7Q: 3 clusters Score -764422.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -764509.937500 Penalty: 4534.621582
	Iteration 8Q: 3 clusters Score -764509.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -764607.500000 Penalty: 4534.621582
	Iteration 9Q: 3 clusters Score -764607.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -764699.187500 Penalty: 4534.621582
	Iteration 10Q: 3 clusters Score -764699.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -764781.000000 Penalty: 4534.621582
	Iteration 11Q: 3 clusters Score -764781 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -764863.375000 Penalty: 4534.621582
	Iteration 12Q: 3 clusters Score -764863.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -764923.812500 Penalty: 4534.621582
	Iteration 13Q: 3 clusters Score -764923.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -764987.875000 Penalty: 4534.621582
	Iteration 14Q: 3 clusters Score -764987.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -765047.562500 Penalty: 4534.621582
	Iteration 15Q: 3 clusters Score -765047.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -765120.250000 Penalty: 4534.621582
	Iteration 16Q: 3 clusters Score -765120.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -765184.187500 Penalty: 4534.621582
	Iteration 17Q: 3 clusters Score -765184.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -765245.062500 Penalty: 4534.621582
	Iteration 18Q: 3 clusters Score -765245.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -765315.750000 Penalty: 4534.621582
	Iteration 19Q: 3 clusters Score -765315.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -765402.062500 Penalty: 4534.621582
	Iteration 20F: 3 clusters Score -765402.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -765495.562500 Penalty: 4534.621582
	Iteration 21Q: 3 clusters Score -765495.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -765580.750000 Penalty: 4534.621582
	Iteration 22Q: 3 clusters Score -765580.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -765671.562500 Penalty: 4534.621582
	Iteration 23Q: 3 clusters Score -765671.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -765757.562500 Penalty: 4534.621582
	Iteration 24Q: 3 clusters Score -765757.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -765850.062500 Penalty: 4534.621582
	Iteration 25Q: 3 clusters Score -765850.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -765936.812500 Penalty: 4534.621582
	Iteration 26Q: 3 clusters Score -765936.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -766025.812500 Penalty: 4534.621582
	Iteration 27Q: 3 clusters Score -766025.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -766105.062500 Penalty: 4534.621582
	Iteration 28Q: 3 clusters Score -766105.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -766168.000000 Penalty: 4534.621582
	Iteration 29Q: 3 clusters Score -766168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -766233.750000 Penalty: 4534.621582
	Iteration 30Q: 3 clusters Score -766233.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -766299.312500 Penalty: 4534.621582
	Iteration 31Q: 3 clusters Score -766299.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -766361.187500 Penalty: 4534.621582
	Iteration 32Q: 3 clusters Score -766361.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -766405.000000 Penalty: 4534.621582
	Iteration 33Q: 3 clusters Score -766405 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -766442.625000 Penalty: 4534.621582
	Iteration 34Q: 3 clusters Score -766442.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -766480.437500 Penalty: 4534.621582
	Iteration 35Q: 3 clusters Score -766480.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -766512.312500 Penalty: 4534.621582
	Iteration 36Q: 3 clusters Score -766512.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -766543.312500 Penalty: 4534.621582
	Iteration 37Q: 3 clusters Score -766543.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -766583.500000 Penalty: 4534.621582
	Iteration 38Q: 3 clusters Score -766583.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -766620.500000 Penalty: 4534.621582
	Iteration 39Q: 3 clusters Score -766620.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -766642.687500 Penalty: 4534.621582
	Iteration 40F: 3 clusters Score -766642.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -766670.875000 Penalty: 4534.621582
	Iteration 41Q: 3 clusters Score -766670.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -766692.625000 Penalty: 4534.621582
	Iteration 42Q: 3 clusters Score -766692.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -766711.000000 Penalty: 4534.621582
	Iteration 43Q: 3 clusters Score -766711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -766728.437500 Penalty: 4534.621582
	Iteration 44Q: 3 clusters Score -766728.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -766741.312500 Penalty: 4534.621582
	Iteration 45Q: 3 clusters Score -766741.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -766753.562500 Penalty: 4534.621582
	Iteration 46Q: 3 clusters Score -766753.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -766762.500000 Penalty: 4534.621582
	Iteration 47Q: 3 clusters Score -766762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -766769.375000 Penalty: 4534.621582
	Iteration 48Q: 3 clusters Score -766769.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -766774.812500 Penalty: 4534.621582
	Iteration 49Q: 3 clusters Score -766774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -766779.937500 Penalty: 4534.621582
	Iteration 50Q: 3 clusters Score -766779.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -766787.375000 Penalty: 4534.621582
	Iteration 51Q: 3 clusters Score -766787.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -766795.187500 Penalty: 4534.621582
	Iteration 52Q: 3 clusters Score -766795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -766800.875000 Penalty: 4534.621582
	Iteration 53Q: 3 clusters Score -766800.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -766801.812500 Penalty: 4534.621582
	Iteration 54Q: 3 clusters Score -766801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -766807.125000 Penalty: 4534.621582
	Iteration 55Q: 3 clusters Score -766807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -766811.937500 Penalty: 4534.621582
	Iteration 56Q: 3 clusters Score -766811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -766817.812500 Penalty: 4534.621582
	Iteration 57Q: 3 clusters Score -766817.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -766828.812500 Penalty: 4534.621582
	Iteration 58Q: 3 clusters Score -766828.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -766835.875000 Penalty: 4534.621582
	Iteration 59Q: 3 clusters Score -766835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -766839.500000 Penalty: 4534.621582
	Iteration 60F: 3 clusters Score -766839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -766841.687500 Penalty: 4534.621582
	Iteration 61Q: 3 clusters Score -766841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -766842.687500 Penalty: 4534.621582
	Iteration 62Q: 3 clusters Score -766842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -766845.187500 Penalty: 4534.621582
	Iteration 63Q: 3 clusters Score -766845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -766845.187500 Penalty: 4534.621582
	Iteration 64F: 3 clusters Score -766845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (56024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Entering Unmasked Estep 
Score: -4505852.500000 Penalty: 2711.516846
	Iteration 0F: 2 clusters Score -4505852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -4468193.500000 Penalty: 5423.033691
	Iteration 0F: 3 clusters Score -4468194 nChanged 25969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -4483035.500000 Penalty: 5423.033691
	Iteration 1F: 3 clusters Score -4483036 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4484087.000000 Penalty: 5423.033691
	Iteration 2Q: 3 clusters Score -4484087 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4485249.000000 Penalty: 5423.033691
	Iteration 3Q: 3 clusters Score -4485249 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4486819.000000 Penalty: 5423.033691
	Iteration 4F: 3 clusters Score -4486819 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4489003.000000 Penalty: 5423.033691
	Iteration 5F: 3 clusters Score -4489003 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4491609.500000 Penalty: 5423.033691
	Iteration 6F: 3 clusters Score -4491610 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -4494338.000000 Penalty: 5423.033691
	Iteration 7F: 3 clusters Score -4494338 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -4496753.000000 Penalty: 5423.033691
	Iteration 8F: 3 clusters Score -4496753 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -4498546.500000 Penalty: 5423.033691
	Iteration 9Q: 3 clusters Score -4498546 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -4499935.500000 Penalty: 5423.033691
	Iteration 10Q: 3 clusters Score -4499936 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -4500953.000000 Penalty: 5423.033691
	Iteration 11Q: 3 clusters Score -4500953 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -4501694.000000 Penalty: 5423.033691
	Iteration 12Q: 3 clusters Score -4501694 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -4502272.500000 Penalty: 5423.033691
	Iteration 13Q: 3 clusters Score -4502272 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -4502697.000000 Penalty: 5423.033691
	Iteration 14Q: 3 clusters Score -4502697 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -4503020.500000 Penalty: 5423.033691
	Iteration 15Q: 3 clusters Score -4503020 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -4503244.000000 Penalty: 5423.033691
	Iteration 16Q: 3 clusters Score -4503244 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -4503398.000000 Penalty: 5423.033691
	Iteration 17Q: 3 clusters Score -4503398 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -4503505.500000 Penalty: 5423.033691
	Iteration 18Q: 3 clusters Score -4503506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -4503581.000000 Penalty: 5423.033691
	Iteration 19Q: 3 clusters Score -4503581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -4503628.000000 Penalty: 5423.033691
	Iteration 20F: 3 clusters Score -4503628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -4503677.500000 Penalty: 5423.033691
	Iteration 21Q: 3 clusters Score -4503678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -4503729.000000 Penalty: 5423.033691
	Iteration 22Q: 3 clusters Score -4503729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -4503759.500000 Penalty: 5423.033691
	Iteration 23Q: 3 clusters Score -4503760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -4503766.000000 Penalty: 5423.033691
	Iteration 24Q: 3 clusters Score -4503766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -4503786.000000 Penalty: 5423.033691
	Iteration 25Q: 3 clusters Score -4503786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -4503793.500000 Penalty: 5423.033691
	Iteration 26Q: 3 clusters Score -4503794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -4503794.000000 Penalty: 5423.033691
	Iteration 27Q: 3 clusters Score -4503794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -4503802.500000 Penalty: 5423.033691
	Iteration 28Q: 3 clusters Score -4503802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -4503813.000000 Penalty: 5423.033691
	Iteration 29Q: 3 clusters Score -4503813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -4503817.500000 Penalty: 5423.033691
	Iteration 30Q: 3 clusters Score -4503818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -4503826.500000 Penalty: 5423.033691
	Iteration 31Q: 3 clusters Score -4503826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -4503828.000000 Penalty: 5423.033691
	Iteration 32Q: 3 clusters Score -4503828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -4503831.000000 Penalty: 5423.033691
	Iteration 33Q: 3 clusters Score -4503831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -4503832.500000 Penalty: 5423.033691
	Iteration 34Q: 3 clusters Score -4503832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -4503832.500000 Penalty: 5423.033691
	Iteration 35F: 3 clusters Score -4503832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Entering Unmasked Estep 
Score: -1702077.250000 Penalty: 2464.128662
	Iteration 0F: 2 clusters Score -1702077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1687604.000000 Penalty: 4928.257324
	Iteration 0F: 3 clusters Score -1687604 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1692375.125000 Penalty: 4928.257324
	Iteration 1F: 3 clusters Score -1692375 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1692949.625000 Penalty: 4928.257324
	Iteration 2F: 3 clusters Score -1692950 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1693618.500000 Penalty: 4928.257324
	Iteration 3F: 3 clusters Score -1693618 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1694451.250000 Penalty: 4928.257324
	Iteration 4F: 3 clusters Score -1694451 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1695352.875000 Penalty: 4928.257324
	Iteration 5F: 3 clusters Score -1695353 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1696281.375000 Penalty: 4928.257324
	Iteration 6F: 3 clusters Score -1696281 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1697178.875000 Penalty: 4928.257324
	Iteration 7F: 3 clusters Score -1697179 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1698120.000000 Penalty: 4928.257324
	Iteration 8F: 3 clusters Score -1698120 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1699086.250000 Penalty: 4928.257324
	Iteration 9F: 3 clusters Score -1699086 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1699986.250000 Penalty: 4928.257324
	Iteration 10Q: 3 clusters Score -1699986 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1700790.250000 Penalty: 4928.257324
	Iteration 11Q: 3 clusters Score -1700790 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1701262.000000 Penalty: 4928.257324
	Iteration 12Q: 3 clusters Score -1701262 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1701520.000000 Penalty: 4928.257324
	Iteration 13Q: 3 clusters Score -1701520 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1701645.875000 Penalty: 4928.257324
	Iteration 14Q: 3 clusters Score -1701646 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1701713.625000 Penalty: 4928.257324
	Iteration 15Q: 3 clusters Score -1701714 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1701760.500000 Penalty: 4928.257324
	Iteration 16Q: 3 clusters Score -1701760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1701784.375000 Penalty: 4928.257324
	Iteration 17Q: 3 clusters Score -1701784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1701800.000000 Penalty: 4928.257324
	Iteration 18Q: 3 clusters Score -1701800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1701813.375000 Penalty: 4928.257324
	Iteration 19Q: 3 clusters Score -1701813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1701819.750000 Penalty: 4928.257324
	Iteration 20F: 3 clusters Score -1701820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1701824.000000 Penalty: 4928.257324
	Iteration 21Q: 3 clusters Score -1701824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1701828.875000 Penalty: 4928.257324
	Iteration 22Q: 3 clusters Score -1701829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1701837.250000 Penalty: 4928.257324
	Iteration 23Q: 3 clusters Score -1701837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1701837.125000 Penalty: 4928.257324
	Iteration 24Q: 3 clusters Score -1701837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1701837.250000 Penalty: 4928.257324
	Iteration 25Q: 3 clusters Score -1701837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1701837.250000 Penalty: 4928.257324
	Iteration 26Q: 3 clusters Score -1701837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1701837.625000 Penalty: 4928.257324
	Iteration 27Q: 3 clusters Score -1701838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1701841.875000 Penalty: 4928.257324
	Iteration 28Q: 3 clusters Score -1701842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1701846.375000 Penalty: 4928.257324
	Iteration 29Q: 3 clusters Score -1701846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1701843.750000 Penalty: 4928.257324
	Iteration 30Q: 3 clusters Score -1701844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1701846.875000 Penalty: 4928.257324
	Iteration 31Q: 3 clusters Score -1701847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1701850.375000 Penalty: 4928.257324
	Iteration 32Q: 3 clusters Score -1701850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1701852.875000 Penalty: 4928.257324
	Iteration 33Q: 3 clusters Score -1701853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1701858.500000 Penalty: 4928.257324
	Iteration 34Q: 3 clusters Score -1701858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1701854.375000 Penalty: 4928.257324
	Iteration 35Q: 3 clusters Score -1701854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1701861.250000 Penalty: 4928.257324
	Iteration 36Q: 3 clusters Score -1701861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1701857.625000 Penalty: 4928.257324
	Iteration 37Q: 3 clusters Score -1701858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1701864.625000 Penalty: 4928.257324
	Iteration 38Q: 3 clusters Score -1701865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1701868.625000 Penalty: 4928.257324
	Iteration 39Q: 3 clusters Score -1701869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1701873.875000 Penalty: 4928.257324
	Iteration 40F: 3 clusters Score -1701874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1701878.750000 Penalty: 4928.257324
	Iteration 41Q: 3 clusters Score -1701879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1701886.125000 Penalty: 4928.257324
	Iteration 42Q: 3 clusters Score -1701886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1701888.125000 Penalty: 4928.257324
	Iteration 43Q: 3 clusters Score -1701888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1701888.375000 Penalty: 4928.257324
	Iteration 44Q: 3 clusters Score -1701888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1701889.000000 Penalty: 4928.257324
	Iteration 45Q: 3 clusters Score -1701889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1701892.375000 Penalty: 4928.257324
	Iteration 46Q: 3 clusters Score -1701892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1701888.125000 Penalty: 4928.257324
	Iteration 47Q: 3 clusters Score -1701888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1701898.500000 Penalty: 4928.257324
	Iteration 48Q: 3 clusters Score -1701898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1701897.500000 Penalty: 4928.257324
	Iteration 49Q: 3 clusters Score -1701898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1701906.875000 Penalty: 4928.257324
	Iteration 50Q: 3 clusters Score -1701907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1701905.875000 Penalty: 4928.257324
	Iteration 51Q: 3 clusters Score -1701906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1701908.000000 Penalty: 4928.257324
	Iteration 52Q: 3 clusters Score -1701908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1701908.000000 Penalty: 4928.257324
	Iteration 53Q: 3 clusters Score -1701908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1701911.250000 Penalty: 4928.257324
	Iteration 54Q: 3 clusters Score -1701911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1701911.000000 Penalty: 4928.257324
	Iteration 55Q: 3 clusters Score -1701911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1701912.000000 Penalty: 4928.257324
	Iteration 56Q: 3 clusters Score -1701912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1701915.000000 Penalty: 4928.257324
	Iteration 57Q: 3 clusters Score -1701915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1701913.250000 Penalty: 4928.257324
	Iteration 58Q: 3 clusters Score -1701913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1701912.000000 Penalty: 4928.257324
	Iteration 59Q: 3 clusters Score -1701912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1701913.125000 Penalty: 4928.257324
	Iteration 60F: 3 clusters Score -1701913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1701914.000000 Penalty: 4928.257324
	Iteration 61Q: 3 clusters Score -1701914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1701918.375000 Penalty: 4928.257324
	Iteration 62Q: 3 clusters Score -1701918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1701920.375000 Penalty: 4928.257324
	Iteration 63Q: 3 clusters Score -1701920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1701917.500000 Penalty: 4928.257324
	Iteration 64Q: 3 clusters Score -1701918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1701921.375000 Penalty: 4928.257324
	Iteration 65Q: 3 clusters Score -1701921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1701919.750000 Penalty: 4928.257324
	Iteration 66Q: 3 clusters Score -1701920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1701921.125000 Penalty: 4928.257324
	Iteration 67Q: 3 clusters Score -1701921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1701920.250000 Penalty: 4928.257324
	Iteration 68Q: 3 clusters Score -1701920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1701920.375000 Penalty: 4928.257324
	Iteration 69Q: 3 clusters Score -1701920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1701923.000000 Penalty: 4928.257324
	Iteration 70Q: 3 clusters Score -1701923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1701923.375000 Penalty: 4928.257324
	Iteration 71Q: 3 clusters Score -1701923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1701922.000000 Penalty: 4928.257324
	Iteration 72Q: 3 clusters Score -1701922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1701926.125000 Penalty: 4928.257324
	Iteration 73Q: 3 clusters Score -1701926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1701921.875000 Penalty: 4928.257324
	Iteration 74Q: 3 clusters Score -1701922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1701920.500000 Penalty: 4928.257324
	Iteration 75Q: 3 clusters Score -1701920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1701922.500000 Penalty: 4928.257324
	Iteration 76Q: 3 clusters Score -1701922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1701923.875000 Penalty: 4928.257324
	Iteration 77Q: 3 clusters Score -1701924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1701924.625000 Penalty: 4928.257324
	Iteration 78Q: 3 clusters Score -1701925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1701920.375000 Penalty: 4928.257324
	Iteration 79Q: 3 clusters Score -1701920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1701925.125000 Penalty: 4928.257324
	Iteration 80F: 3 clusters Score -1701925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1701925.250000 Penalty: 4928.257324
	Iteration 81Q: 3 clusters Score -1701925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1701925.125000 Penalty: 4928.257324
	Iteration 82Q: 3 clusters Score -1701925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1701925.125000 Penalty: 4928.257324
	Iteration 83F: 3 clusters Score -1701925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -476982.875000 Penalty: 2189.066650
	Iteration 0F: 2 clusters Score -476982.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -471370.812500 Penalty: 4378.133301
	Iteration 0F: 3 clusters Score -471370.8 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -473144.843750 Penalty: 4378.133301
	Iteration 1F: 3 clusters Score -473144.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -473831.187500 Penalty: 4378.133301
	Iteration 2F: 3 clusters Score -473831.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -474516.281250 Penalty: 4378.133301
	Iteration 3F: 3 clusters Score -474516.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -474997.156250 Penalty: 4378.133301
	Iteration 4F: 3 clusters Score -474997.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -475321.968750 Penalty: 4378.133301
	Iteration 5F: 3 clusters Score -475322 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -475563.875000 Penalty: 4378.133301
	Iteration 6Q: 3 clusters Score -475563.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -475692.937500 Penalty: 4378.133301
	Iteration 7Q: 3 clusters Score -475692.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -475772.750000 Penalty: 4378.133301
	Iteration 8Q: 3 clusters Score -475772.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -475837.968750 Penalty: 4378.133301
	Iteration 9Q: 3 clusters Score -475838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -475894.750000 Penalty: 4378.133301
	Iteration 10Q: 3 clusters Score -475894.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -475932.937500 Penalty: 4378.133301
	Iteration 11Q: 3 clusters Score -475932.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -475978.343750 Penalty: 4378.133301
	Iteration 12Q: 3 clusters Score -475978.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -476027.562500 Penalty: 4378.133301
	Iteration 13Q: 3 clusters Score -476027.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -476058.000000 Penalty: 4378.133301
	Iteration 14Q: 3 clusters Score -476058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -476088.062500 Penalty: 4378.133301
	Iteration 15Q: 3 clusters Score -476088.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -476115.625000 Penalty: 4378.133301
	Iteration 16Q: 3 clusters Score -476115.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -476137.718750 Penalty: 4378.133301
	Iteration 17Q: 3 clusters Score -476137.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -476155.531250 Penalty: 4378.133301
	Iteration 18Q: 3 clusters Score -476155.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -476167.375000 Penalty: 4378.133301
	Iteration 19Q: 3 clusters Score -476167.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -476177.937500 Penalty: 4378.133301
	Iteration 20F: 3 clusters Score -476177.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -476193.781250 Penalty: 4378.133301
	Iteration 21Q: 3 clusters Score -476193.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -476207.968750 Penalty: 4378.133301
	Iteration 22Q: 3 clusters Score -476208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -476221.375000 Penalty: 4378.133301
	Iteration 23Q: 3 clusters Score -476221.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -476233.500000 Penalty: 4378.133301
	Iteration 24Q: 3 clusters Score -476233.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -476243.625000 Penalty: 4378.133301
	Iteration 25Q: 3 clusters Score -476243.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -476254.375000 Penalty: 4378.133301
	Iteration 26Q: 3 clusters Score -476254.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -476264.937500 Penalty: 4378.133301
	Iteration 27Q: 3 clusters Score -476264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -476276.343750 Penalty: 4378.133301
	Iteration 28Q: 3 clusters Score -476276.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -476287.625000 Penalty: 4378.133301
	Iteration 29Q: 3 clusters Score -476287.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -476298.468750 Penalty: 4378.133301
	Iteration 30Q: 3 clusters Score -476298.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -476311.875000 Penalty: 4378.133301
	Iteration 31Q: 3 clusters Score -476311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -476321.343750 Penalty: 4378.133301
	Iteration 32Q: 3 clusters Score -476321.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -476334.375000 Penalty: 4378.133301
	Iteration 33Q: 3 clusters Score -476334.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -476349.750000 Penalty: 4378.133301
	Iteration 34Q: 3 clusters Score -476349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -476364.156250 Penalty: 4378.133301
	Iteration 35Q: 3 clusters Score -476364.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -476384.750000 Penalty: 4378.133301
	Iteration 36Q: 3 clusters Score -476384.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -476407.031250 Penalty: 4378.133301
	Iteration 37Q: 3 clusters Score -476407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -476430.000000 Penalty: 4378.133301
	Iteration 38Q: 3 clusters Score -476430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -476449.343750 Penalty: 4378.133301
	Iteration 39Q: 3 clusters Score -476449.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -476478.718750 Penalty: 4378.133301
	Iteration 40F: 3 clusters Score -476478.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -476514.406250 Penalty: 4378.133301
	Iteration 41Q: 3 clusters Score -476514.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -476556.156250 Penalty: 4378.133301
	Iteration 42Q: 3 clusters Score -476556.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -476584.218750 Penalty: 4378.133301
	Iteration 43Q: 3 clusters Score -476584.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -476607.906250 Penalty: 4378.133301
	Iteration 44Q: 3 clusters Score -476607.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -476631.156250 Penalty: 4378.133301
	Iteration 45Q: 3 clusters Score -476631.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -476676.062500 Penalty: 4378.133301
	Iteration 46Q: 3 clusters Score -476676.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -476727.718750 Penalty: 4378.133301
	Iteration 47Q: 3 clusters Score -476727.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -476773.656250 Penalty: 4378.133301
	Iteration 48Q: 3 clusters Score -476773.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -476802.906250 Penalty: 4378.133301
	Iteration 49Q: 3 clusters Score -476802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -476828.500000 Penalty: 4378.133301
	Iteration 50Q: 3 clusters Score -476828.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -476849.218750 Penalty: 4378.133301
	Iteration 51Q: 3 clusters Score -476849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -476859.687500 Penalty: 4378.133301
	Iteration 52Q: 3 clusters Score -476859.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -476871.375000 Penalty: 4378.133301
	Iteration 53Q: 3 clusters Score -476871.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -476886.125000 Penalty: 4378.133301
	Iteration 54Q: 3 clusters Score -476886.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -476898.500000 Penalty: 4378.133301
	Iteration 55Q: 3 clusters Score -476898.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -476905.000000 Penalty: 4378.133301
	Iteration 56Q: 3 clusters Score -476905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -476908.968750 Penalty: 4378.133301
	Iteration 57Q: 3 clusters Score -476909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -476914.250000 Penalty: 4378.133301
	Iteration 58Q: 3 clusters Score -476914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -476917.156250 Penalty: 4378.133301
	Iteration 59Q: 3 clusters Score -476917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -476917.406250 Penalty: 4378.133301
	Iteration 60F: 3 clusters Score -476917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -476919.625000 Penalty: 4378.133301
	Iteration 61Q: 3 clusters Score -476919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -476921.437500 Penalty: 4378.133301
	Iteration 62Q: 3 clusters Score -476921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -476923.468750 Penalty: 4378.133301
	Iteration 63Q: 3 clusters Score -476923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -476924.187500 Penalty: 4378.133301
	Iteration 64Q: 3 clusters Score -476924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -476926.781250 Penalty: 4378.133301
	Iteration 65Q: 3 clusters Score -476926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -476928.062500 Penalty: 4378.133301
	Iteration 66Q: 3 clusters Score -476928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -476929.281250 Penalty: 4378.133301
	Iteration 67Q: 3 clusters Score -476929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -476930.781250 Penalty: 4378.133301
	Iteration 68Q: 3 clusters Score -476930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -476931.375000 Penalty: 4378.133301
	Iteration 69Q: 3 clusters Score -476931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -476930.656250 Penalty: 4378.133301
	Iteration 70Q: 3 clusters Score -476930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -476930.656250 Penalty: 4378.133301
	Iteration 71F: 3 clusters Score -476930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Entering Unmasked Estep 
Score: -5005378.500000 Penalty: 2731.980957
	Iteration 0F: 2 clusters Score -5005378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -4964322.000000 Penalty: 5463.961914
	Iteration 0F: 3 clusters Score -4964322 nChanged 28447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4980085.500000 Penalty: 5463.961914
	Iteration 1F: 3 clusters Score -4980086 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4980818.000000 Penalty: 5463.961914
	Iteration 2Q: 3 clusters Score -4980818 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4981854.000000 Penalty: 5463.961914
	Iteration 3Q: 3 clusters Score -4981854 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4983461.000000 Penalty: 5463.961914
	Iteration 4F: 3 clusters Score -4983461 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4986020.500000 Penalty: 5463.961914
	Iteration 5F: 3 clusters Score -4986020 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4989565.500000 Penalty: 5463.961914
	Iteration 6F: 3 clusters Score -4989566 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4993692.500000 Penalty: 5463.961914
	Iteration 7F: 3 clusters Score -4993692 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4997392.500000 Penalty: 5463.961914
	Iteration 8F: 3 clusters Score -4997392 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5000041.500000 Penalty: 5463.961914
	Iteration 9Q: 3 clusters Score -5000042 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5001550.000000 Penalty: 5463.961914
	Iteration 10Q: 3 clusters Score -5001550 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5002292.000000 Penalty: 5463.961914
	Iteration 11Q: 3 clusters Score -5002292 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5002648.000000 Penalty: 5463.961914
	Iteration 12Q: 3 clusters Score -5002648 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5002848.500000 Penalty: 5463.961914
	Iteration 13Q: 3 clusters Score -5002848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5002930.500000 Penalty: 5463.961914
	Iteration 14Q: 3 clusters Score -5002930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5003004.000000 Penalty: 5463.961914
	Iteration 15Q: 3 clusters Score -5003004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5003041.000000 Penalty: 5463.961914
	Iteration 16Q: 3 clusters Score -5003041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5003069.500000 Penalty: 5463.961914
	Iteration 17Q: 3 clusters Score -5003070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5003092.500000 Penalty: 5463.961914
	Iteration 18Q: 3 clusters Score -5003092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5003114.500000 Penalty: 5463.961914
	Iteration 19Q: 3 clusters Score -5003114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5003131.500000 Penalty: 5463.961914
	Iteration 20F: 3 clusters Score -5003132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5003148.500000 Penalty: 5463.961914
	Iteration 21Q: 3 clusters Score -5003148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5003155.000000 Penalty: 5463.961914
	Iteration 22Q: 3 clusters Score -5003155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5003169.000000 Penalty: 5463.961914
	Iteration 23Q: 3 clusters Score -5003169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5003180.000000 Penalty: 5463.961914
	Iteration 24Q: 3 clusters Score -5003180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5003183.000000 Penalty: 5463.961914
	Iteration 25Q: 3 clusters Score -5003183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5003188.500000 Penalty: 5463.961914
	Iteration 26Q: 3 clusters Score -5003188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5003190.000000 Penalty: 5463.961914
	Iteration 27Q: 3 clusters Score -5003190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5003191.000000 Penalty: 5463.961914
	Iteration 28Q: 3 clusters Score -5003191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5003190.000000 Penalty: 5463.961914
	Iteration 29Q: 3 clusters Score -5003190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5003190.000000 Penalty: 5463.961914
	Iteration 30F: 3 clusters Score -5003190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Entering Unmasked Estep 
Score: -1274308.250000 Penalty: 2393.841553
	Iteration 0F: 2 clusters Score -1274308 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 7806 members 
Entering Unmasked Estep 
Score: -1263094.875000 Penalty: 4787.683105
	Iteration 0F: 3 clusters Score -1263095 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1266672.750000 Penalty: 4787.683105
	Iteration 1F: 3 clusters Score -1266673 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1267029.500000 Penalty: 4787.683105
	Iteration 2F: 3 clusters Score -1267030 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1267269.750000 Penalty: 4787.683105
	Iteration 3Q: 3 clusters Score -1267270 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1267489.875000 Penalty: 4787.683105
	Iteration 4Q: 3 clusters Score -1267490 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1267667.625000 Penalty: 4787.683105
	Iteration 5Q: 3 clusters Score -1267668 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1267850.250000 Penalty: 4787.683105
	Iteration 6Q: 3 clusters Score -1267850 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1268068.875000 Penalty: 4787.683105
	Iteration 7Q: 3 clusters Score -1268069 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1268364.000000 Penalty: 4787.683105
	Iteration 8Q: 3 clusters Score -1268364 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1268743.500000 Penalty: 4787.683105
	Iteration 9Q: 3 clusters Score -1268744 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1269215.875000 Penalty: 4787.683105
	Iteration 10Q: 3 clusters Score -1269216 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1269750.875000 Penalty: 4787.683105
	Iteration 11F: 3 clusters Score -1269751 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1270287.500000 Penalty: 4787.683105
	Iteration 12F: 3 clusters Score -1270288 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1270748.375000 Penalty: 4787.683105
	Iteration 13Q: 3 clusters Score -1270748 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1271061.375000 Penalty: 4787.683105
	Iteration 14Q: 3 clusters Score -1271061 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1271303.000000 Penalty: 4787.683105
	Iteration 15Q: 3 clusters Score -1271303 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1271505.125000 Penalty: 4787.683105
	Iteration 16Q: 3 clusters Score -1271505 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1271635.250000 Penalty: 4787.683105
	Iteration 17Q: 3 clusters Score -1271635 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1271773.500000 Penalty: 4787.683105
	Iteration 18Q: 3 clusters Score -1271774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1271881.125000 Penalty: 4787.683105
	Iteration 19Q: 3 clusters Score -1271881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1271979.375000 Penalty: 4787.683105
	Iteration 20F: 3 clusters Score -1271979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1272033.250000 Penalty: 4787.683105
	Iteration 21Q: 3 clusters Score -1272033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1272080.750000 Penalty: 4787.683105
	Iteration 22Q: 3 clusters Score -1272081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1272129.500000 Penalty: 4787.683105
	Iteration 23Q: 3 clusters Score -1272130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1272159.625000 Penalty: 4787.683105
	Iteration 24Q: 3 clusters Score -1272160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1272184.000000 Penalty: 4787.683105
	Iteration 25Q: 3 clusters Score -1272184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1272197.625000 Penalty: 4787.683105
	Iteration 26Q: 3 clusters Score -1272198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1272214.250000 Penalty: 4787.683105
	Iteration 27Q: 3 clusters Score -1272214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1272219.750000 Penalty: 4787.683105
	Iteration 28Q: 3 clusters Score -1272220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1272224.000000 Penalty: 4787.683105
	Iteration 29Q: 3 clusters Score -1272224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1272229.500000 Penalty: 4787.683105
	Iteration 30Q: 3 clusters Score -1272230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1272238.250000 Penalty: 4787.683105
	Iteration 31Q: 3 clusters Score -1272238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1272244.500000 Penalty: 4787.683105
	Iteration 32Q: 3 clusters Score -1272244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1272247.625000 Penalty: 4787.683105
	Iteration 33Q: 3 clusters Score -1272248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1272249.875000 Penalty: 4787.683105
	Iteration 34Q: 3 clusters Score -1272250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1272251.250000 Penalty: 4787.683105
	Iteration 35Q: 3 clusters Score -1272251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1272254.000000 Penalty: 4787.683105
	Iteration 36Q: 3 clusters Score -1272254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1272252.875000 Penalty: 4787.683105
	Iteration 37Q: 3 clusters Score -1272253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1272254.000000 Penalty: 4787.683105
	Iteration 38Q: 3 clusters Score -1272254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1272257.125000 Penalty: 4787.683105
	Iteration 39Q: 3 clusters Score -1272257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1272259.750000 Penalty: 4787.683105
	Iteration 40F: 3 clusters Score -1272260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1272259.250000 Penalty: 4787.683105
	Iteration 41Q: 3 clusters Score -1272259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1272261.000000 Penalty: 4787.683105
	Iteration 42Q: 3 clusters Score -1272261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1272260.750000 Penalty: 4787.683105
	Iteration 43Q: 3 clusters Score -1272261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1272260.750000 Penalty: 4787.683105
	Iteration 44F: 3 clusters Score -1272261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -196706.625000 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -196706.6 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 1365 members 
Entering Unmasked Estep 
Score: -193628.734375 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -193628.7 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -194337.125000 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -194337.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -194643.578125 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -194643.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -195012.671875 Penalty: 3934.451660
	Iteration 3F: 3 clusters Score -195012.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -195376.515625 Penalty: 3934.451660
	Iteration 4F: 3 clusters Score -195376.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -195666.062500 Penalty: 3934.451660
	Iteration 5F: 3 clusters Score -195666.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -195867.828125 Penalty: 3934.451660
	Iteration 6F: 3 clusters Score -195867.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -196004.187500 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -196004.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -196090.328125 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -196090.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -196138.640625 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -196138.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -196167.234375 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -196167.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -196189.125000 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -196189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -196198.812500 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -196198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -196209.953125 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -196210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -196230.093750 Penalty: 3934.451660
	Iteration 14Q: 3 clusters Score -196230.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -196250.593750 Penalty: 3934.451660
	Iteration 15Q: 3 clusters Score -196250.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196262.156250 Penalty: 3934.451660
	Iteration 16Q: 3 clusters Score -196262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196274.390625 Penalty: 3934.451660
	Iteration 17Q: 3 clusters Score -196274.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -196282.234375 Penalty: 3934.451660
	Iteration 18Q: 3 clusters Score -196282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -196286.953125 Penalty: 3934.451660
	Iteration 19Q: 3 clusters Score -196287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -196290.140625 Penalty: 3934.451660
	Iteration 20F: 3 clusters Score -196290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -196291.515625 Penalty: 3934.451660
	Iteration 21Q: 3 clusters Score -196291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -196294.015625 Penalty: 3934.451660
	Iteration 22Q: 3 clusters Score -196294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196294.812500 Penalty: 3934.451660
	Iteration 23Q: 3 clusters Score -196294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -196295.812500 Penalty: 3934.451660
	Iteration 24Q: 3 clusters Score -196295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -196297.343750 Penalty: 3934.451660
	Iteration 25Q: 3 clusters Score -196297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -196298.093750 Penalty: 3934.451660
	Iteration 26Q: 3 clusters Score -196298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196298.375000 Penalty: 3934.451660
	Iteration 27Q: 3 clusters Score -196298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196298.375000 Penalty: 3934.451660
	Iteration 28F: 3 clusters Score -196298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Entering Unmasked Estep 
Score: -791012.625000 Penalty: 2273.937256
	Iteration 0F: 2 clusters Score -791012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -783650.250000 Penalty: 4547.874512
	Iteration 0F: 3 clusters Score -783650.2 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -785749.312500 Penalty: 4547.874512
	Iteration 1F: 3 clusters Score -785749.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -786090.375000 Penalty: 4547.874512
	Iteration 2F: 3 clusters Score -786090.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -786322.000000 Penalty: 4547.874512
	Iteration 3F: 3 clusters Score -786322 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -786537.812500 Penalty: 4547.874512
	Iteration 4Q: 3 clusters Score -786537.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -786778.687500 Penalty: 4547.874512
	Iteration 5Q: 3 clusters Score -786778.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -787100.062500 Penalty: 4547.874512
	Iteration 6Q: 3 clusters Score -787100.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -787491.187500 Penalty: 4547.874512
	Iteration 7F: 3 clusters Score -787491.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -787902.562500 Penalty: 4547.874512
	Iteration 8F: 3 clusters Score -787902.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -788337.187500 Penalty: 4547.874512
	Iteration 9F: 3 clusters Score -788337.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -788816.687500 Penalty: 4547.874512
	Iteration 10F: 3 clusters Score -788816.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -789307.812500 Penalty: 4547.874512
	Iteration 11F: 3 clusters Score -789307.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -789759.062500 Penalty: 4547.874512
	Iteration 12F: 3 clusters Score -789759.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -790086.250000 Penalty: 4547.874512
	Iteration 13Q: 3 clusters Score -790086.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -790303.187500 Penalty: 4547.874512
	Iteration 14Q: 3 clusters Score -790303.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -790435.625000 Penalty: 4547.874512
	Iteration 15Q: 3 clusters Score -790435.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -790506.562500 Penalty: 4547.874512
	Iteration 16Q: 3 clusters Score -790506.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -790549.000000 Penalty: 4547.874512
	Iteration 17Q: 3 clusters Score -790549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -790574.000000 Penalty: 4547.874512
	Iteration 18Q: 3 clusters Score -790574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -790599.062500 Penalty: 4547.874512
	Iteration 19Q: 3 clusters Score -790599.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -790620.500000 Penalty: 4547.874512
	Iteration 20F: 3 clusters Score -790620.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -790641.625000 Penalty: 4547.874512
	Iteration 21Q: 3 clusters Score -790641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -790649.125000 Penalty: 4547.874512
	Iteration 22Q: 3 clusters Score -790649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -790652.437500 Penalty: 4547.874512
	Iteration 23Q: 3 clusters Score -790652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -790654.937500 Penalty: 4547.874512
	Iteration 24Q: 3 clusters Score -790654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -790656.000000 Penalty: 4547.874512
	Iteration 25Q: 3 clusters Score -790656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -790656.875000 Penalty: 4547.874512
	Iteration 26Q: 3 clusters Score -790656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -790659.937500 Penalty: 4547.874512
	Iteration 27Q: 3 clusters Score -790659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -790661.562500 Penalty: 4547.874512
	Iteration 28Q: 3 clusters Score -790661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -790661.625000 Penalty: 4547.874512
	Iteration 29Q: 3 clusters Score -790661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -790661.562500 Penalty: 4547.874512
	Iteration 30Q: 3 clusters Score -790661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -790661.562500 Penalty: 4547.874512
	Iteration 31F: 3 clusters Score -790661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -155059.421875 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -155059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152467.437500 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -152467.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -153108.640625 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -153108.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153715.234375 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -153715.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -154446.281250 Penalty: 3762.802734
	Iteration 3F: 3 clusters Score -154446.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -154814.515625 Penalty: 3762.802734
	Iteration 4F: 3 clusters Score -154814.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -155005.765625 Penalty: 3762.802734
	Iteration 5F: 3 clusters Score -155005.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -155097.515625 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -155097.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -155143.093750 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -155143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -155169.453125 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -155169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -155178.640625 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -155178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -155188.031250 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -155188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -155193.734375 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -155193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -155195.968750 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -155196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155198.437500 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -155198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -155199.906250 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -155199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155203.687500 Penalty: 3762.802734
	Iteration 15Q: 3 clusters Score -155203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -155212.812500 Penalty: 3762.802734
	Iteration 16Q: 3 clusters Score -155212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -155219.484375 Penalty: 3762.802734
	Iteration 17Q: 3 clusters Score -155219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -155223.890625 Penalty: 3762.802734
	Iteration 18Q: 3 clusters Score -155223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -155223.890625 Penalty: 3762.802734
	Iteration 19F: 3 clusters Score -155223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 56024 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60843 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1598 members 
Mstep: Class 40 contains 12514 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12860 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 7139 members 
Mstep: Class 51 contains 373 members 
Entering Unmasked Estep 
Score: -51158260.000000 Penalty: 169439.390625
Splitting cluster 39 changes total score from -51159480.000000 to -51158260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (12514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Entering Unmasked Estep 
Score: -1043693.812500 Penalty: 2339.781738
	Iteration 0F: 2 clusters Score -1043694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1034307.750000 Penalty: 4679.563477
	Iteration 0F: 3 clusters Score -1034308 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1037439.250000 Penalty: 4679.563477
	Iteration 1F: 3 clusters Score -1037439 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1038046.750000 Penalty: 4679.563477
	Iteration 2F: 3 clusters Score -1038047 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1038609.500000 Penalty: 4679.563477
	Iteration 3F: 3 clusters Score -1038610 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1039107.500000 Penalty: 4679.563477
	Iteration 4F: 3 clusters Score -1039108 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1039504.312500 Penalty: 4679.563477
	Iteration 5F: 3 clusters Score -1039504 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1039894.000000 Penalty: 4679.563477
	Iteration 6Q: 3 clusters Score -1039894 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1040264.125000 Penalty: 4679.563477
	Iteration 7Q: 3 clusters Score -1040264 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1040603.500000 Penalty: 4679.563477
	Iteration 8Q: 3 clusters Score -1040604 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1040947.500000 Penalty: 4679.563477
	Iteration 9Q: 3 clusters Score -1040948 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1041203.625000 Penalty: 4679.563477
	Iteration 10Q: 3 clusters Score -1041204 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1041373.437500 Penalty: 4679.563477
	Iteration 11Q: 3 clusters Score -1041373 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1041504.000000 Penalty: 4679.563477
	Iteration 12Q: 3 clusters Score -1041504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1041628.062500 Penalty: 4679.563477
	Iteration 13Q: 3 clusters Score -1041628 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1041723.875000 Penalty: 4679.563477
	Iteration 14Q: 3 clusters Score -1041724 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1041816.062500 Penalty: 4679.563477
	Iteration 15Q: 3 clusters Score -1041816 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1041882.812500 Penalty: 4679.563477
	Iteration 16Q: 3 clusters Score -1041883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1041945.562500 Penalty: 4679.563477
	Iteration 17Q: 3 clusters Score -1041946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1042002.437500 Penalty: 4679.563477
	Iteration 18Q: 3 clusters Score -1042002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1042034.125000 Penalty: 4679.563477
	Iteration 19Q: 3 clusters Score -1042034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1042054.250000 Penalty: 4679.563477
	Iteration 20F: 3 clusters Score -1042054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1042067.000000 Penalty: 4679.563477
	Iteration 21Q: 3 clusters Score -1042067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1042080.812500 Penalty: 4679.563477
	Iteration 22Q: 3 clusters Score -1042081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1042084.500000 Penalty: 4679.563477
	Iteration 23Q: 3 clusters Score -1042084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1042093.937500 Penalty: 4679.563477
	Iteration 24Q: 3 clusters Score -1042094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1042102.375000 Penalty: 4679.563477
	Iteration 25Q: 3 clusters Score -1042102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1042106.687500 Penalty: 4679.563477
	Iteration 26Q: 3 clusters Score -1042107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1042110.250000 Penalty: 4679.563477
	Iteration 27Q: 3 clusters Score -1042110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1042117.437500 Penalty: 4679.563477
	Iteration 28Q: 3 clusters Score -1042117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1042122.437500 Penalty: 4679.563477
	Iteration 29Q: 3 clusters Score -1042122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1042129.250000 Penalty: 4679.563477
	Iteration 30Q: 3 clusters Score -1042129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1042132.875000 Penalty: 4679.563477
	Iteration 31Q: 3 clusters Score -1042133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1042138.437500 Penalty: 4679.563477
	Iteration 32Q: 3 clusters Score -1042138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1042141.937500 Penalty: 4679.563477
	Iteration 33Q: 3 clusters Score -1042142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1042144.562500 Penalty: 4679.563477
	Iteration 34Q: 3 clusters Score -1042145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1042147.500000 Penalty: 4679.563477
	Iteration 35Q: 3 clusters Score -1042148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1042146.687500 Penalty: 4679.563477
	Iteration 36Q: 3 clusters Score -1042147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1042148.875000 Penalty: 4679.563477
	Iteration 37Q: 3 clusters Score -1042149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1042150.062500 Penalty: 4679.563477
	Iteration 38Q: 3 clusters Score -1042150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1042151.812500 Penalty: 4679.563477
	Iteration 39Q: 3 clusters Score -1042152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1042151.562500 Penalty: 4679.563477
	Iteration 40F: 3 clusters Score -1042152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1042154.750000 Penalty: 4679.563477
	Iteration 41Q: 3 clusters Score -1042155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1042157.062500 Penalty: 4679.563477
	Iteration 42Q: 3 clusters Score -1042157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1042158.875000 Penalty: 4679.563477
	Iteration 43Q: 3 clusters Score -1042159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1042161.750000 Penalty: 4679.563477
	Iteration 44Q: 3 clusters Score -1042162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1042162.875000 Penalty: 4679.563477
	Iteration 45Q: 3 clusters Score -1042163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1042163.750000 Penalty: 4679.563477
	Iteration 46Q: 3 clusters Score -1042164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1042164.875000 Penalty: 4679.563477
	Iteration 47Q: 3 clusters Score -1042165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1042165.437500 Penalty: 4679.563477
	Iteration 48Q: 3 clusters Score -1042165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1042167.750000 Penalty: 4679.563477
	Iteration 49Q: 3 clusters Score -1042168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1042168.500000 Penalty: 4679.563477
	Iteration 50Q: 3 clusters Score -1042168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1042173.312500 Penalty: 4679.563477
	Iteration 51Q: 3 clusters Score -1042173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1042179.562500 Penalty: 4679.563477
	Iteration 52Q: 3 clusters Score -1042180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1042181.437500 Penalty: 4679.563477
	Iteration 53Q: 3 clusters Score -1042181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1042181.937500 Penalty: 4679.563477
	Iteration 54Q: 3 clusters Score -1042182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1042184.312500 Penalty: 4679.563477
	Iteration 55Q: 3 clusters Score -1042184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1042184.812500 Penalty: 4679.563477
	Iteration 56Q: 3 clusters Score -1042185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1042187.687500 Penalty: 4679.563477
	Iteration 57Q: 3 clusters Score -1042188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1042189.437500 Penalty: 4679.563477
	Iteration 58Q: 3 clusters Score -1042189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1042189.812500 Penalty: 4679.563477
	Iteration 59Q: 3 clusters Score -1042190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1042190.062500 Penalty: 4679.563477
	Iteration 60F: 3 clusters Score -1042190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1042190.125000 Penalty: 4679.563477
	Iteration 61Q: 3 clusters Score -1042190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1042190.500000 Penalty: 4679.563477
	Iteration 62Q: 3 clusters Score -1042190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1042189.562500 Penalty: 4679.563477
	Iteration 63Q: 3 clusters Score -1042190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1042189.562500 Penalty: 4679.563477
	Iteration 64F: 3 clusters Score -1042190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Entering Unmasked Estep 
Score: -1766513.625000 Penalty: 2477.664551
	Iteration 0F: 2 clusters Score -1766514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1751244.750000 Penalty: 4955.329102
	Iteration 0F: 3 clusters Score -1751245 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1756447.500000 Penalty: 4955.329102
	Iteration 1F: 3 clusters Score -1756448 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1756819.625000 Penalty: 4955.329102
	Iteration 2F: 3 clusters Score -1756820 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1757154.250000 Penalty: 4955.329102
	Iteration 3Q: 3 clusters Score -1757154 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1757460.875000 Penalty: 4955.329102
	Iteration 4Q: 3 clusters Score -1757461 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1757760.750000 Penalty: 4955.329102
	Iteration 5Q: 3 clusters Score -1757761 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1758091.875000 Penalty: 4955.329102
	Iteration 6Q: 3 clusters Score -1758092 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1758567.000000 Penalty: 4955.329102
	Iteration 7Q: 3 clusters Score -1758567 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1759191.750000 Penalty: 4955.329102
	Iteration 8Q: 3 clusters Score -1759192 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1759910.875000 Penalty: 4955.329102
	Iteration 9F: 3 clusters Score -1759911 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1760733.875000 Penalty: 4955.329102
	Iteration 10F: 3 clusters Score -1760734 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1761686.000000 Penalty: 4955.329102
	Iteration 11F: 3 clusters Score -1761686 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1762616.875000 Penalty: 4955.329102
	Iteration 12Q: 3 clusters Score -1762617 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1763318.375000 Penalty: 4955.329102
	Iteration 13Q: 3 clusters Score -1763318 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1763823.250000 Penalty: 4955.329102
	Iteration 14Q: 3 clusters Score -1763823 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1764110.750000 Penalty: 4955.329102
	Iteration 15Q: 3 clusters Score -1764111 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1764239.500000 Penalty: 4955.329102
	Iteration 16Q: 3 clusters Score -1764240 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1764307.500000 Penalty: 4955.329102
	Iteration 17Q: 3 clusters Score -1764308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1764345.375000 Penalty: 4955.329102
	Iteration 18Q: 3 clusters Score -1764345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1764368.750000 Penalty: 4955.329102
	Iteration 19Q: 3 clusters Score -1764369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1764382.250000 Penalty: 4955.329102
	Iteration 20F: 3 clusters Score -1764382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1764394.500000 Penalty: 4955.329102
	Iteration 21Q: 3 clusters Score -1764394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1764411.500000 Penalty: 4955.329102
	Iteration 22Q: 3 clusters Score -1764412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1764418.750000 Penalty: 4955.329102
	Iteration 23Q: 3 clusters Score -1764419 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1764424.375000 Penalty: 4955.329102
	Iteration 24Q: 3 clusters Score -1764424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1764436.750000 Penalty: 4955.329102
	Iteration 25Q: 3 clusters Score -1764437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1764433.625000 Penalty: 4955.329102
	Iteration 26Q: 3 clusters Score -1764434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1764450.375000 Penalty: 4955.329102
	Iteration 27Q: 3 clusters Score -1764450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1764454.000000 Penalty: 4955.329102
	Iteration 28Q: 3 clusters Score -1764454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1764461.625000 Penalty: 4955.329102
	Iteration 29Q: 3 clusters Score -1764462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1764469.125000 Penalty: 4955.329102
	Iteration 30Q: 3 clusters Score -1764469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1764472.500000 Penalty: 4955.329102
	Iteration 31Q: 3 clusters Score -1764472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1764477.125000 Penalty: 4955.329102
	Iteration 32Q: 3 clusters Score -1764477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1764483.625000 Penalty: 4955.329102
	Iteration 33Q: 3 clusters Score -1764484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1764482.750000 Penalty: 4955.329102
	Iteration 34Q: 3 clusters Score -1764483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1764487.250000 Penalty: 4955.329102
	Iteration 35Q: 3 clusters Score -1764487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1764490.875000 Penalty: 4955.329102
	Iteration 36Q: 3 clusters Score -1764491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1764495.750000 Penalty: 4955.329102
	Iteration 37Q: 3 clusters Score -1764496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1764497.875000 Penalty: 4955.329102
	Iteration 38Q: 3 clusters Score -1764498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1764495.250000 Penalty: 4955.329102
	Iteration 39Q: 3 clusters Score -1764495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1764498.000000 Penalty: 4955.329102
	Iteration 40F: 3 clusters Score -1764498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1764503.000000 Penalty: 4955.329102
	Iteration 41Q: 3 clusters Score -1764503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1764506.250000 Penalty: 4955.329102
	Iteration 42Q: 3 clusters Score -1764506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1764500.000000 Penalty: 4955.329102
	Iteration 43Q: 3 clusters Score -1764500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1764506.500000 Penalty: 4955.329102
	Iteration 44Q: 3 clusters Score -1764506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1764510.000000 Penalty: 4955.329102
	Iteration 45Q: 3 clusters Score -1764510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1764511.375000 Penalty: 4955.329102
	Iteration 46Q: 3 clusters Score -1764511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1764515.375000 Penalty: 4955.329102
	Iteration 47Q: 3 clusters Score -1764515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1764515.375000 Penalty: 4955.329102
	Iteration 48Q: 3 clusters Score -1764515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1764514.500000 Penalty: 4955.329102
	Iteration 49Q: 3 clusters Score -1764514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1764515.125000 Penalty: 4955.329102
	Iteration 50Q: 3 clusters Score -1764515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1764513.500000 Penalty: 4955.329102
	Iteration 51Q: 3 clusters Score -1764514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1764513.500000 Penalty: 4955.329102
	Iteration 52Q: 3 clusters Score -1764514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1764511.375000 Penalty: 4955.329102
	Iteration 53Q: 3 clusters Score -1764511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1764509.875000 Penalty: 4955.329102
	Iteration 54Q: 3 clusters Score -1764510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1764509.875000 Penalty: 4955.329102
	Iteration 55F: 3 clusters Score -1764510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (12860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Entering Unmasked Estep 
Score: -932189.125000 Penalty: 2346.545410
	Iteration 0F: 2 clusters Score -932189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -922649.812500 Penalty: 4693.090820
	Iteration 0F: 3 clusters Score -922649.8 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -925892.562500 Penalty: 4693.090820
	Iteration 1F: 3 clusters Score -925892.6 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -926441.125000 Penalty: 4693.090820
	Iteration 2F: 3 clusters Score -926441.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -926911.250000 Penalty: 4693.090820
	Iteration 3F: 3 clusters Score -926911.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -927327.750000 Penalty: 4693.090820
	Iteration 4F: 3 clusters Score -927327.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -927748.500000 Penalty: 4693.090820
	Iteration 5F: 3 clusters Score -927748.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -928130.625000 Penalty: 4693.090820
	Iteration 6Q: 3 clusters Score -928130.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -928449.312500 Penalty: 4693.090820
	Iteration 7Q: 3 clusters Score -928449.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -928704.937500 Penalty: 4693.090820
	Iteration 8Q: 3 clusters Score -928704.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -928887.875000 Penalty: 4693.090820
	Iteration 9Q: 3 clusters Score -928887.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -929028.625000 Penalty: 4693.090820
	Iteration 10Q: 3 clusters Score -929028.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -929156.312500 Penalty: 4693.090820
	Iteration 11Q: 3 clusters Score -929156.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -929255.125000 Penalty: 4693.090820
	Iteration 12Q: 3 clusters Score -929255.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -929348.187500 Penalty: 4693.090820
	Iteration 13Q: 3 clusters Score -929348.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -929432.812500 Penalty: 4693.090820
	Iteration 14Q: 3 clusters Score -929432.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -929512.500000 Penalty: 4693.090820
	Iteration 15Q: 3 clusters Score -929512.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -929574.625000 Penalty: 4693.090820
	Iteration 16Q: 3 clusters Score -929574.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -929627.625000 Penalty: 4693.090820
	Iteration 17Q: 3 clusters Score -929627.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -929675.312500 Penalty: 4693.090820
	Iteration 18Q: 3 clusters Score -929675.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -929715.562500 Penalty: 4693.090820
	Iteration 19Q: 3 clusters Score -929715.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -929750.500000 Penalty: 4693.090820
	Iteration 20F: 3 clusters Score -929750.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -929776.812500 Penalty: 4693.090820
	Iteration 21Q: 3 clusters Score -929776.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -929801.500000 Penalty: 4693.090820
	Iteration 22Q: 3 clusters Score -929801.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -929822.687500 Penalty: 4693.090820
	Iteration 23Q: 3 clusters Score -929822.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -929836.187500 Penalty: 4693.090820
	Iteration 24Q: 3 clusters Score -929836.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -929849.687500 Penalty: 4693.090820
	Iteration 25Q: 3 clusters Score -929849.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -929868.625000 Penalty: 4693.090820
	Iteration 26Q: 3 clusters Score -929868.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -929889.125000 Penalty: 4693.090820
	Iteration 27Q: 3 clusters Score -929889.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -929915.312500 Penalty: 4693.090820
	Iteration 28Q: 3 clusters Score -929915.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -929931.437500 Penalty: 4693.090820
	Iteration 29Q: 3 clusters Score -929931.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -929944.187500 Penalty: 4693.090820
	Iteration 30Q: 3 clusters Score -929944.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -929955.812500 Penalty: 4693.090820
	Iteration 31Q: 3 clusters Score -929955.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -929962.312500 Penalty: 4693.090820
	Iteration 32Q: 3 clusters Score -929962.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -929973.937500 Penalty: 4693.090820
	Iteration 33Q: 3 clusters Score -929973.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -929984.000000 Penalty: 4693.090820
	Iteration 34Q: 3 clusters Score -929984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -930000.125000 Penalty: 4693.090820
	Iteration 35Q: 3 clusters Score -930000.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -930017.000000 Penalty: 4693.090820
	Iteration 36Q: 3 clusters Score -930017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -930030.250000 Penalty: 4693.090820
	Iteration 37Q: 3 clusters Score -930030.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -930039.500000 Penalty: 4693.090820
	Iteration 38Q: 3 clusters Score -930039.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -930047.812500 Penalty: 4693.090820
	Iteration 39Q: 3 clusters Score -930047.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -930056.562500 Penalty: 4693.090820
	Iteration 40F: 3 clusters Score -930056.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -930063.187500 Penalty: 4693.090820
	Iteration 41Q: 3 clusters Score -930063.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -930074.937500 Penalty: 4693.090820
	Iteration 42Q: 3 clusters Score -930074.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -930079.812500 Penalty: 4693.090820
	Iteration 43Q: 3 clusters Score -930079.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -930084.625000 Penalty: 4693.090820
	Iteration 44Q: 3 clusters Score -930084.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -930092.812500 Penalty: 4693.090820
	Iteration 45Q: 3 clusters Score -930092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -930098.125000 Penalty: 4693.090820
	Iteration 46Q: 3 clusters Score -930098.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -930100.937500 Penalty: 4693.090820
	Iteration 47Q: 3 clusters Score -930100.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -930110.375000 Penalty: 4693.090820
	Iteration 48Q: 3 clusters Score -930110.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -930111.750000 Penalty: 4693.090820
	Iteration 49Q: 3 clusters Score -930111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -930114.062500 Penalty: 4693.090820
	Iteration 50Q: 3 clusters Score -930114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -930117.062500 Penalty: 4693.090820
	Iteration 51Q: 3 clusters Score -930117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -930116.250000 Penalty: 4693.090820
	Iteration 52Q: 3 clusters Score -930116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -930119.687500 Penalty: 4693.090820
	Iteration 53Q: 3 clusters Score -930119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -930120.875000 Penalty: 4693.090820
	Iteration 54Q: 3 clusters Score -930120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -930122.875000 Penalty: 4693.090820
	Iteration 55Q: 3 clusters Score -930122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -930123.312500 Penalty: 4693.090820
	Iteration 56Q: 3 clusters Score -930123.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -930124.062500 Penalty: 4693.090820
	Iteration 57Q: 3 clusters Score -930124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -930127.500000 Penalty: 4693.090820
	Iteration 58Q: 3 clusters Score -930127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -930131.125000 Penalty: 4693.090820
	Iteration 59Q: 3 clusters Score -930131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -930130.125000 Penalty: 4693.090820
	Iteration 60F: 3 clusters Score -930130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -930129.875000 Penalty: 4693.090820
	Iteration 61Q: 3 clusters Score -930129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -930132.937500 Penalty: 4693.090820
	Iteration 62Q: 3 clusters Score -930132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -930131.937500 Penalty: 4693.090820
	Iteration 63Q: 3 clusters Score -930131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -930132.812500 Penalty: 4693.090820
	Iteration 64Q: 3 clusters Score -930132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -930134.187500 Penalty: 4693.090820
	Iteration 65Q: 3 clusters Score -930134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -930136.375000 Penalty: 4693.090820
	Iteration 66Q: 3 clusters Score -930136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -930137.812500 Penalty: 4693.090820
	Iteration 67Q: 3 clusters Score -930137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -930138.375000 Penalty: 4693.090820
	Iteration 68Q: 3 clusters Score -930138.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -930136.375000 Penalty: 4693.090820
	Iteration 69Q: 3 clusters Score -930136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -930137.937500 Penalty: 4693.090820
	Iteration 70Q: 3 clusters Score -930137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -930136.000000 Penalty: 4693.090820
	Iteration 71Q: 3 clusters Score -930136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -930138.375000 Penalty: 4693.090820
	Iteration 72Q: 3 clusters Score -930138.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -930136.750000 Penalty: 4693.090820
	Iteration 73Q: 3 clusters Score -930136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -930137.125000 Penalty: 4693.090820
	Iteration 74Q: 3 clusters Score -930137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -930137.125000 Penalty: 4693.090820
	Iteration 75F: 3 clusters Score -930137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -627879.000000 Penalty: 2220.534912
	Iteration 0F: 2 clusters Score -627879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -621711.125000 Penalty: 4441.069824
	Iteration 0F: 3 clusters Score -621711.1 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -623410.750000 Penalty: 4441.069824
	Iteration 1F: 3 clusters Score -623410.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -623715.312500 Penalty: 4441.069824
	Iteration 2F: 3 clusters Score -623715.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -624004.187500 Penalty: 4441.069824
	Iteration 3F: 3 clusters Score -624004.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -624251.687500 Penalty: 4441.069824
	Iteration 4Q: 3 clusters Score -624251.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -624539.687500 Penalty: 4441.069824
	Iteration 5Q: 3 clusters Score -624539.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -624877.375000 Penalty: 4441.069824
	Iteration 6F: 3 clusters Score -624877.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -625249.812500 Penalty: 4441.069824
	Iteration 7F: 3 clusters Score -625249.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -625574.062500 Penalty: 4441.069824
	Iteration 8F: 3 clusters Score -625574.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -625802.562500 Penalty: 4441.069824
	Iteration 9Q: 3 clusters Score -625802.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -625964.625000 Penalty: 4441.069824
	Iteration 10Q: 3 clusters Score -625964.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -626066.812500 Penalty: 4441.069824
	Iteration 11Q: 3 clusters Score -626066.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -626145.812500 Penalty: 4441.069824
	Iteration 12Q: 3 clusters Score -626145.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -626204.687500 Penalty: 4441.069824
	Iteration 13Q: 3 clusters Score -626204.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -626259.062500 Penalty: 4441.069824
	Iteration 14Q: 3 clusters Score -626259.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -626304.750000 Penalty: 4441.069824
	Iteration 15Q: 3 clusters Score -626304.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -626349.312500 Penalty: 4441.069824
	Iteration 16Q: 3 clusters Score -626349.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -626421.000000 Penalty: 4441.069824
	Iteration 17Q: 3 clusters Score -626421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -626474.687500 Penalty: 4441.069824
	Iteration 18Q: 3 clusters Score -626474.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -626523.000000 Penalty: 4441.069824
	Iteration 19Q: 3 clusters Score -626523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -626558.687500 Penalty: 4441.069824
	Iteration 20F: 3 clusters Score -626558.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -626587.500000 Penalty: 4441.069824
	Iteration 21Q: 3 clusters Score -626587.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -626612.375000 Penalty: 4441.069824
	Iteration 22Q: 3 clusters Score -626612.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -626628.875000 Penalty: 4441.069824
	Iteration 23Q: 3 clusters Score -626628.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -626638.437500 Penalty: 4441.069824
	Iteration 24Q: 3 clusters Score -626638.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -626647.500000 Penalty: 4441.069824
	Iteration 25Q: 3 clusters Score -626647.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -626656.625000 Penalty: 4441.069824
	Iteration 26Q: 3 clusters Score -626656.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -626658.625000 Penalty: 4441.069824
	Iteration 27Q: 3 clusters Score -626658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -626663.062500 Penalty: 4441.069824
	Iteration 28Q: 3 clusters Score -626663.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -626668.312500 Penalty: 4441.069824
	Iteration 29Q: 3 clusters Score -626668.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -626672.937500 Penalty: 4441.069824
	Iteration 30Q: 3 clusters Score -626672.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -626677.875000 Penalty: 4441.069824
	Iteration 31Q: 3 clusters Score -626677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -626684.937500 Penalty: 4441.069824
	Iteration 32Q: 3 clusters Score -626684.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -626691.187500 Penalty: 4441.069824
	Iteration 33Q: 3 clusters Score -626691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -626697.187500 Penalty: 4441.069824
	Iteration 34Q: 3 clusters Score -626697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -626698.250000 Penalty: 4441.069824
	Iteration 35Q: 3 clusters Score -626698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -626701.625000 Penalty: 4441.069824
	Iteration 36Q: 3 clusters Score -626701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -626706.375000 Penalty: 4441.069824
	Iteration 37Q: 3 clusters Score -626706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -626707.375000 Penalty: 4441.069824
	Iteration 38Q: 3 clusters Score -626707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -626709.437500 Penalty: 4441.069824
	Iteration 39Q: 3 clusters Score -626709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -626709.687500 Penalty: 4441.069824
	Iteration 40F: 3 clusters Score -626709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -626708.687500 Penalty: 4441.069824
	Iteration 41Q: 3 clusters Score -626708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -626708.687500 Penalty: 4441.069824
	Iteration 42F: 3 clusters Score -626708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -67452.210938 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -67452.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -65516.390625 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -65516.39 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66094.609375 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -66094.61 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66415.695312 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -66415.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -66611.570312 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -66611.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -66708.500000 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -66708.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66783.429688 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -66783.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66830.453125 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -66830.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66862.070312 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -66862.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -66895.562500 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -66895.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -66947.835938 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -66947.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66979.718750 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -66979.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -67009.906250 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -67009.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67027.609375 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -67027.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -67047.062500 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -67047.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -67057.906250 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -67057.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -67074.218750 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -67074.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -67076.992188 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -67076.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -67076.992188 Penalty: 3499.435059
	Iteration 17F: 3 clusters Score -67076.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -139991.390625 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -139991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -137493.406250 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -137493.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137966.218750 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -137966.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -138131.812500 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -138131.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -138223.187500 Penalty: 3720.810791
	Iteration 3Q: 3 clusters Score -138223.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -138284.421875 Penalty: 3720.810791
	Iteration 4Q: 3 clusters Score -138284.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -138312.765625 Penalty: 3720.810791
	Iteration 5Q: 3 clusters Score -138312.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138340.140625 Penalty: 3720.810791
	Iteration 6Q: 3 clusters Score -138340.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138369.343750 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -138369.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138389.343750 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -138389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -138409.375000 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -138409.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -138419.453125 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -138419.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -138429.828125 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -138429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138435.671875 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -138435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138446.015625 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -138446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -138457.015625 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -138457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -138468.250000 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -138468.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -138482.765625 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -138482.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -138501.078125 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -138501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -138511.156250 Penalty: 3720.810791
	Iteration 18Q: 3 clusters Score -138511.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -138520.500000 Penalty: 3720.810791
	Iteration 19Q: 3 clusters Score -138520.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -138533.078125 Penalty: 3720.810791
	Iteration 20F: 3 clusters Score -138533.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -138540.031250 Penalty: 3720.810791
	Iteration 21Q: 3 clusters Score -138540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138545.265625 Penalty: 3720.810791
	Iteration 22Q: 3 clusters Score -138545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138552.046875 Penalty: 3720.810791
	Iteration 23Q: 3 clusters Score -138552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -138555.968750 Penalty: 3720.810791
	Iteration 24Q: 3 clusters Score -138556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138560.625000 Penalty: 3720.810791
	Iteration 25Q: 3 clusters Score -138560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138565.000000 Penalty: 3720.810791
	Iteration 26Q: 3 clusters Score -138565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -138571.125000 Penalty: 3720.810791
	Iteration 27Q: 3 clusters Score -138571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -138578.500000 Penalty: 3720.810791
	Iteration 28Q: 3 clusters Score -138578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -138580.375000 Penalty: 3720.810791
	Iteration 29Q: 3 clusters Score -138580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138580.796875 Penalty: 3720.810791
	Iteration 30Q: 3 clusters Score -138580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138580.796875 Penalty: 3720.810791
	Iteration 31F: 3 clusters Score -138580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -84112.593750 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -84112.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82130.070312 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -82130.07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82446.273438 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -82446.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -82533.000000 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -82533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -82580.257812 Penalty: 3459.805176
	Iteration 3Q: 3 clusters Score -82580.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -82594.640625 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -82594.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -82605.203125 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -82605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82613.757812 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -82613.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -82620.031250 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -82620.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -82627.054688 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -82627.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82631.570312 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -82631.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -82633.570312 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -82633.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82639.171875 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -82639.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -82643.132812 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -82643.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82644.281250 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -82644.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -82644.601562 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -82644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -82644.601562 Penalty: 3459.805176
	Iteration 15F: 3 clusters Score -82644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Entering Unmasked Estep 
Score: -463447.062500 Penalty: 2143.843506
	Iteration 0F: 2 clusters Score -463447.1 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 2854 members 
Entering Unmasked Estep 
Score: -458520.531250 Penalty: 4287.687012
	Iteration 0F: 3 clusters Score -458520.5 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -459766.593750 Penalty: 4287.687012
	Iteration 1F: 3 clusters Score -459766.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -460001.750000 Penalty: 4287.687012
	Iteration 2F: 3 clusters Score -460001.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -460180.031250 Penalty: 4287.687012
	Iteration 3F: 3 clusters Score -460180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -460332.937500 Penalty: 4287.687012
	Iteration 4Q: 3 clusters Score -460332.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -460469.593750 Penalty: 4287.687012
	Iteration 5Q: 3 clusters Score -460469.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -460593.562500 Penalty: 4287.687012
	Iteration 6Q: 3 clusters Score -460593.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -460707.468750 Penalty: 4287.687012
	Iteration 7Q: 3 clusters Score -460707.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -460824.156250 Penalty: 4287.687012
	Iteration 8Q: 3 clusters Score -460824.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -460948.656250 Penalty: 4287.687012
	Iteration 9Q: 3 clusters Score -460948.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -461087.218750 Penalty: 4287.687012
	Iteration 10Q: 3 clusters Score -461087.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -461221.843750 Penalty: 4287.687012
	Iteration 11Q: 3 clusters Score -461221.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -461355.031250 Penalty: 4287.687012
	Iteration 12Q: 3 clusters Score -461355 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -461483.718750 Penalty: 4287.687012
	Iteration 13Q: 3 clusters Score -461483.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -461599.187500 Penalty: 4287.687012
	Iteration 14Q: 3 clusters Score -461599.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -461683.500000 Penalty: 4287.687012
	Iteration 15Q: 3 clusters Score -461683.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -461746.968750 Penalty: 4287.687012
	Iteration 16Q: 3 clusters Score -461747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -461795.218750 Penalty: 4287.687012
	Iteration 17Q: 3 clusters Score -461795.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -461829.906250 Penalty: 4287.687012
	Iteration 18Q: 3 clusters Score -461829.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -461849.156250 Penalty: 4287.687012
	Iteration 19Q: 3 clusters Score -461849.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -461867.562500 Penalty: 4287.687012
	Iteration 20F: 3 clusters Score -461867.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -461884.781250 Penalty: 4287.687012
	Iteration 21Q: 3 clusters Score -461884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -461897.687500 Penalty: 4287.687012
	Iteration 22Q: 3 clusters Score -461897.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -461906.625000 Penalty: 4287.687012
	Iteration 23Q: 3 clusters Score -461906.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -461914.593750 Penalty: 4287.687012
	Iteration 24Q: 3 clusters Score -461914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -461919.343750 Penalty: 4287.687012
	Iteration 25Q: 3 clusters Score -461919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -461920.687500 Penalty: 4287.687012
	Iteration 26Q: 3 clusters Score -461920.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -461924.187500 Penalty: 4287.687012
	Iteration 27Q: 3 clusters Score -461924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -461929.125000 Penalty: 4287.687012
	Iteration 28Q: 3 clusters Score -461929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -461931.781250 Penalty: 4287.687012
	Iteration 29Q: 3 clusters Score -461931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -461932.937500 Penalty: 4287.687012
	Iteration 30Q: 3 clusters Score -461932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -461935.750000 Penalty: 4287.687012
	Iteration 31Q: 3 clusters Score -461935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -461935.843750 Penalty: 4287.687012
	Iteration 32Q: 3 clusters Score -461935.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -461935.843750 Penalty: 4287.687012
	Iteration 33F: 3 clusters Score -461935.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Entering Unmasked Estep 
Score: -650550.750000 Penalty: 2232.180908
	Iteration 0F: 2 clusters Score -650550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -644043.437500 Penalty: 4464.361816
	Iteration 0F: 3 clusters Score -644043.4 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -645881.062500 Penalty: 4464.361816
	Iteration 1F: 3 clusters Score -645881.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -646194.625000 Penalty: 4464.361816
	Iteration 2F: 3 clusters Score -646194.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -646461.687500 Penalty: 4464.361816
	Iteration 3F: 3 clusters Score -646461.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -646713.312500 Penalty: 4464.361816
	Iteration 4F: 3 clusters Score -646713.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -646954.500000 Penalty: 4464.361816
	Iteration 5F: 3 clusters Score -646954.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -647160.187500 Penalty: 4464.361816
	Iteration 6Q: 3 clusters Score -647160.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -647360.062500 Penalty: 4464.361816
	Iteration 7Q: 3 clusters Score -647360.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -647529.187500 Penalty: 4464.361816
	Iteration 8Q: 3 clusters Score -647529.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -647649.812500 Penalty: 4464.361816
	Iteration 9Q: 3 clusters Score -647649.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -647748.062500 Penalty: 4464.361816
	Iteration 10Q: 3 clusters Score -647748.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -647835.437500 Penalty: 4464.361816
	Iteration 11Q: 3 clusters Score -647835.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -647906.437500 Penalty: 4464.361816
	Iteration 12Q: 3 clusters Score -647906.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -647982.250000 Penalty: 4464.361816
	Iteration 13Q: 3 clusters Score -647982.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -648068.312500 Penalty: 4464.361816
	Iteration 14Q: 3 clusters Score -648068.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -648130.250000 Penalty: 4464.361816
	Iteration 15Q: 3 clusters Score -648130.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -648196.250000 Penalty: 4464.361816
	Iteration 16Q: 3 clusters Score -648196.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -648278.562500 Penalty: 4464.361816
	Iteration 17Q: 3 clusters Score -648278.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -648343.187500 Penalty: 4464.361816
	Iteration 18Q: 3 clusters Score -648343.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -648404.562500 Penalty: 4464.361816
	Iteration 19Q: 3 clusters Score -648404.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -648466.750000 Penalty: 4464.361816
	Iteration 20F: 3 clusters Score -648466.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -648525.312500 Penalty: 4464.361816
	Iteration 21Q: 3 clusters Score -648525.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -648571.937500 Penalty: 4464.361816
	Iteration 22Q: 3 clusters Score -648571.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -648604.687500 Penalty: 4464.361816
	Iteration 23Q: 3 clusters Score -648604.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -648625.187500 Penalty: 4464.361816
	Iteration 24Q: 3 clusters Score -648625.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -648649.937500 Penalty: 4464.361816
	Iteration 25Q: 3 clusters Score -648649.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -648667.625000 Penalty: 4464.361816
	Iteration 26Q: 3 clusters Score -648667.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -648680.125000 Penalty: 4464.361816
	Iteration 27Q: 3 clusters Score -648680.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -648694.062500 Penalty: 4464.361816
	Iteration 28Q: 3 clusters Score -648694.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -648708.250000 Penalty: 4464.361816
	Iteration 29Q: 3 clusters Score -648708.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -648720.500000 Penalty: 4464.361816
	Iteration 30Q: 3 clusters Score -648720.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -648735.875000 Penalty: 4464.361816
	Iteration 31Q: 3 clusters Score -648735.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -648745.562500 Penalty: 4464.361816
	Iteration 32Q: 3 clusters Score -648745.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -648757.437500 Penalty: 4464.361816
	Iteration 33Q: 3 clusters Score -648757.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -648771.062500 Penalty: 4464.361816
	Iteration 34Q: 3 clusters Score -648771.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -648778.250000 Penalty: 4464.361816
	Iteration 35Q: 3 clusters Score -648778.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -648790.062500 Penalty: 4464.361816
	Iteration 36Q: 3 clusters Score -648790.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -648797.375000 Penalty: 4464.361816
	Iteration 37Q: 3 clusters Score -648797.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -648808.062500 Penalty: 4464.361816
	Iteration 38Q: 3 clusters Score -648808.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -648816.000000 Penalty: 4464.361816
	Iteration 39Q: 3 clusters Score -648816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -648826.000000 Penalty: 4464.361816
	Iteration 40F: 3 clusters Score -648826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -648830.750000 Penalty: 4464.361816
	Iteration 41Q: 3 clusters Score -648830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -648835.937500 Penalty: 4464.361816
	Iteration 42Q: 3 clusters Score -648835.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -648842.375000 Penalty: 4464.361816
	Iteration 43Q: 3 clusters Score -648842.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -648847.750000 Penalty: 4464.361816
	Iteration 44Q: 3 clusters Score -648847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -648854.937500 Penalty: 4464.361816
	Iteration 45Q: 3 clusters Score -648854.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -648857.062500 Penalty: 4464.361816
	Iteration 46Q: 3 clusters Score -648857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -648856.875000 Penalty: 4464.361816
	Iteration 47Q: 3 clusters Score -648856.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -648857.625000 Penalty: 4464.361816
	Iteration 48Q: 3 clusters Score -648857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -648858.500000 Penalty: 4464.361816
	Iteration 49Q: 3 clusters Score -648858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -648859.937500 Penalty: 4464.361816
	Iteration 50Q: 3 clusters Score -648859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -648859.687500 Penalty: 4464.361816
	Iteration 51Q: 3 clusters Score -648859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -648859.500000 Penalty: 4464.361816
	Iteration 52Q: 3 clusters Score -648859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -648860.437500 Penalty: 4464.361816
	Iteration 53Q: 3 clusters Score -648860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -648861.937500 Penalty: 4464.361816
	Iteration 54Q: 3 clusters Score -648861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -648862.750000 Penalty: 4464.361816
	Iteration 55Q: 3 clusters Score -648862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -648864.250000 Penalty: 4464.361816
	Iteration 56Q: 3 clusters Score -648864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -648866.687500 Penalty: 4464.361816
	Iteration 57Q: 3 clusters Score -648866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -648864.750000 Penalty: 4464.361816
	Iteration 58Q: 3 clusters Score -648864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -648867.875000 Penalty: 4464.361816
	Iteration 59Q: 3 clusters Score -648867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -648868.375000 Penalty: 4464.361816
	Iteration 60F: 3 clusters Score -648868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -648867.750000 Penalty: 4464.361816
	Iteration 61Q: 3 clusters Score -648867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -648868.500000 Penalty: 4464.361816
	Iteration 62Q: 3 clusters Score -648868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -648868.125000 Penalty: 4464.361816
	Iteration 63Q: 3 clusters Score -648868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -648869.187500 Penalty: 4464.361816
	Iteration 64Q: 3 clusters Score -648869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -648869.375000 Penalty: 4464.361816
	Iteration 65Q: 3 clusters Score -648869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -648870.375000 Penalty: 4464.361816
	Iteration 66Q: 3 clusters Score -648870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -648871.812500 Penalty: 4464.361816
	Iteration 67Q: 3 clusters Score -648871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -648872.250000 Penalty: 4464.361816
	Iteration 68Q: 3 clusters Score -648872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -648872.000000 Penalty: 4464.361816
	Iteration 69Q: 3 clusters Score -648872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -648871.875000 Penalty: 4464.361816
	Iteration 70Q: 3 clusters Score -648871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -648874.000000 Penalty: 4464.361816
	Iteration 71Q: 3 clusters Score -648874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -648874.250000 Penalty: 4464.361816
	Iteration 72Q: 3 clusters Score -648874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -648874.687500 Penalty: 4464.361816
	Iteration 73Q: 3 clusters Score -648874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -648876.125000 Penalty: 4464.361816
	Iteration 74Q: 3 clusters Score -648876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -648877.187500 Penalty: 4464.361816
	Iteration 75Q: 3 clusters Score -648877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -648878.250000 Penalty: 4464.361816
	Iteration 76Q: 3 clusters Score -648878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -648879.125000 Penalty: 4464.361816
	Iteration 77Q: 3 clusters Score -648879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -648878.062500 Penalty: 4464.361816
	Iteration 78Q: 3 clusters Score -648878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -648879.562500 Penalty: 4464.361816
	Iteration 79Q: 3 clusters Score -648879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -648879.687500 Penalty: 4464.361816
	Iteration 80F: 3 clusters Score -648879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -648882.625000 Penalty: 4464.361816
	Iteration 81Q: 3 clusters Score -648882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -648882.000000 Penalty: 4464.361816
	Iteration 82Q: 3 clusters Score -648882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -648885.187500 Penalty: 4464.361816
	Iteration 83Q: 3 clusters Score -648885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -648886.500000 Penalty: 4464.361816
	Iteration 84Q: 3 clusters Score -648886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -648886.625000 Penalty: 4464.361816
	Iteration 85Q: 3 clusters Score -648886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -648886.750000 Penalty: 4464.361816
	Iteration 86Q: 3 clusters Score -648886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -648886.625000 Penalty: 4464.361816
	Iteration 87Q: 3 clusters Score -648886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -648887.000000 Penalty: 4464.361816
	Iteration 88Q: 3 clusters Score -648887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -648888.187500 Penalty: 4464.361816
	Iteration 89Q: 3 clusters Score -648888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -648888.187500 Penalty: 4464.361816
	Iteration 90F: 3 clusters Score -648888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -193682.671875 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -193682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -190543.421875 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -190543.4 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -191328.781250 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -191328.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -191529.984375 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -191530 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -191657.718750 Penalty: 3937.822754
	Iteration 3F: 3 clusters Score -191657.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -191744.828125 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -191744.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -191820.343750 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -191820.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -191900.875000 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -191900.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -191993.703125 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -191993.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -192083.031250 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -192083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -192154.187500 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -192154.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -192221.843750 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -192221.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -192311.390625 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -192311.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -192400.906250 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -192400.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -192490.218750 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -192490.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -192562.968750 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -192563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -192633.953125 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -192634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -192694.218750 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -192694.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -192736.906250 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -192736.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -192772.203125 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -192772.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -192802.609375 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -192802.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -192834.781250 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -192834.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -192854.531250 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -192854.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -192877.593750 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -192877.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -192898.359375 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -192898.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -192915.546875 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -192915.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -192924.171875 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -192924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192927.828125 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -192927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -192928.640625 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -192928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -192929.421875 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -192929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -192929.484375 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -192929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192929.718750 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -192929.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -192929.718750 Penalty: 3937.822754
	Iteration 31F: 3 clusters Score -192929.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Entering Unmasked Estep 
Score: -517900.406250 Penalty: 2200.585449
	Iteration 0F: 2 clusters Score -517900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -512062.093750 Penalty: 4401.170898
	Iteration 0F: 3 clusters Score -512062.1 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -513785.843750 Penalty: 4401.170898
	Iteration 1F: 3 clusters Score -513785.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -514241.312500 Penalty: 4401.170898
	Iteration 2F: 3 clusters Score -514241.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -514625.812500 Penalty: 4401.170898
	Iteration 3F: 3 clusters Score -514625.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -514978.031250 Penalty: 4401.170898
	Iteration 4F: 3 clusters Score -514978 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -515343.281250 Penalty: 4401.170898
	Iteration 5F: 3 clusters Score -515343.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -515598.531250 Penalty: 4401.170898
	Iteration 6Q: 3 clusters Score -515598.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -515779.562500 Penalty: 4401.170898
	Iteration 7Q: 3 clusters Score -515779.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -515921.625000 Penalty: 4401.170898
	Iteration 8Q: 3 clusters Score -515921.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -516031.156250 Penalty: 4401.170898
	Iteration 9Q: 3 clusters Score -516031.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -516116.093750 Penalty: 4401.170898
	Iteration 10Q: 3 clusters Score -516116.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -516191.406250 Penalty: 4401.170898
	Iteration 11Q: 3 clusters Score -516191.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -516279.156250 Penalty: 4401.170898
	Iteration 12Q: 3 clusters Score -516279.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -516357.875000 Penalty: 4401.170898
	Iteration 13Q: 3 clusters Score -516357.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -516435.625000 Penalty: 4401.170898
	Iteration 14Q: 3 clusters Score -516435.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -516521.343750 Penalty: 4401.170898
	Iteration 15Q: 3 clusters Score -516521.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -516599.937500 Penalty: 4401.170898
	Iteration 16Q: 3 clusters Score -516599.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516685.187500 Penalty: 4401.170898
	Iteration 17Q: 3 clusters Score -516685.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -516762.250000 Penalty: 4401.170898
	Iteration 18Q: 3 clusters Score -516762.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -516844.968750 Penalty: 4401.170898
	Iteration 19Q: 3 clusters Score -516845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -516936.656250 Penalty: 4401.170898
	Iteration 20F: 3 clusters Score -516936.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -517033.312500 Penalty: 4401.170898
	Iteration 21Q: 3 clusters Score -517033.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -517116.656250 Penalty: 4401.170898
	Iteration 22Q: 3 clusters Score -517116.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -517192.875000 Penalty: 4401.170898
	Iteration 23Q: 3 clusters Score -517192.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -517256.750000 Penalty: 4401.170898
	Iteration 24Q: 3 clusters Score -517256.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -517329.000000 Penalty: 4401.170898
	Iteration 25Q: 3 clusters Score -517329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -517403.281250 Penalty: 4401.170898
	Iteration 26Q: 3 clusters Score -517403.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -517471.687500 Penalty: 4401.170898
	Iteration 27Q: 3 clusters Score -517471.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -517551.343750 Penalty: 4401.170898
	Iteration 28Q: 3 clusters Score -517551.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -517611.093750 Penalty: 4401.170898
	Iteration 29Q: 3 clusters Score -517611.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -517662.031250 Penalty: 4401.170898
	Iteration 30Q: 3 clusters Score -517662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -517710.875000 Penalty: 4401.170898
	Iteration 31Q: 3 clusters Score -517710.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -517756.906250 Penalty: 4401.170898
	Iteration 32Q: 3 clusters Score -517756.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -517805.781250 Penalty: 4401.170898
	Iteration 33Q: 3 clusters Score -517805.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -517845.187500 Penalty: 4401.170898
	Iteration 34Q: 3 clusters Score -517845.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -517894.625000 Penalty: 4401.170898
	Iteration 35Q: 3 clusters Score -517894.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -517943.968750 Penalty: 4401.170898
	Iteration 36Q: 3 clusters Score -517944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -517993.593750 Penalty: 4401.170898
	Iteration 37Q: 3 clusters Score -517993.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -518038.500000 Penalty: 4401.170898
	Iteration 38Q: 3 clusters Score -518038.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -518077.875000 Penalty: 4401.170898
	Iteration 39Q: 3 clusters Score -518077.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -518105.937500 Penalty: 4401.170898
	Iteration 40F: 3 clusters Score -518105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -518153.656250 Penalty: 4401.170898
	Iteration 41Q: 3 clusters Score -518153.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -518194.562500 Penalty: 4401.170898
	Iteration 42Q: 3 clusters Score -518194.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -518220.062500 Penalty: 4401.170898
	Iteration 43Q: 3 clusters Score -518220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -518234.343750 Penalty: 4401.170898
	Iteration 44Q: 3 clusters Score -518234.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -518245.500000 Penalty: 4401.170898
	Iteration 45Q: 3 clusters Score -518245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -518257.718750 Penalty: 4401.170898
	Iteration 46Q: 3 clusters Score -518257.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -518269.312500 Penalty: 4401.170898
	Iteration 47Q: 3 clusters Score -518269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -518276.687500 Penalty: 4401.170898
	Iteration 48Q: 3 clusters Score -518276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -518284.125000 Penalty: 4401.170898
	Iteration 49Q: 3 clusters Score -518284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -518287.593750 Penalty: 4401.170898
	Iteration 50Q: 3 clusters Score -518287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -518291.625000 Penalty: 4401.170898
	Iteration 51Q: 3 clusters Score -518291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -518298.968750 Penalty: 4401.170898
	Iteration 52Q: 3 clusters Score -518299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -518302.656250 Penalty: 4401.170898
	Iteration 53Q: 3 clusters Score -518302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -518306.343750 Penalty: 4401.170898
	Iteration 54Q: 3 clusters Score -518306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -518309.656250 Penalty: 4401.170898
	Iteration 55Q: 3 clusters Score -518309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -518313.937500 Penalty: 4401.170898
	Iteration 56Q: 3 clusters Score -518313.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -518319.062500 Penalty: 4401.170898
	Iteration 57Q: 3 clusters Score -518319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -518325.156250 Penalty: 4401.170898
	Iteration 58Q: 3 clusters Score -518325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -518330.875000 Penalty: 4401.170898
	Iteration 59Q: 3 clusters Score -518330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -518331.250000 Penalty: 4401.170898
	Iteration 60F: 3 clusters Score -518331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -518334.687500 Penalty: 4401.170898
	Iteration 61Q: 3 clusters Score -518334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -518338.875000 Penalty: 4401.170898
	Iteration 62Q: 3 clusters Score -518338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -518342.593750 Penalty: 4401.170898
	Iteration 63Q: 3 clusters Score -518342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -518349.093750 Penalty: 4401.170898
	Iteration 64Q: 3 clusters Score -518349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -518351.750000 Penalty: 4401.170898
	Iteration 65Q: 3 clusters Score -518351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -518354.250000 Penalty: 4401.170898
	Iteration 66Q: 3 clusters Score -518354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -518358.656250 Penalty: 4401.170898
	Iteration 67Q: 3 clusters Score -518358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -518360.875000 Penalty: 4401.170898
	Iteration 68Q: 3 clusters Score -518360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -518376.687500 Penalty: 4401.170898
	Iteration 69Q: 3 clusters Score -518376.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -518400.218750 Penalty: 4401.170898
	Iteration 70Q: 3 clusters Score -518400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -518409.156250 Penalty: 4401.170898
	Iteration 71Q: 3 clusters Score -518409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -518414.375000 Penalty: 4401.170898
	Iteration 72Q: 3 clusters Score -518414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -518419.000000 Penalty: 4401.170898
	Iteration 73Q: 3 clusters Score -518419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -518422.218750 Penalty: 4401.170898
	Iteration 74Q: 3 clusters Score -518422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -518422.218750 Penalty: 4401.170898
	Iteration 75F: 3 clusters Score -518422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 56024 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60843 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12514 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12860 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 6387 members 
Mstep: Class 51 contains 752 members 
Entering Unmasked Estep 
Score: -51158940.000000 Penalty: 169439.390625
Splitting cluster 50 changes total score from -51159480.000000 to -51158940.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 21130 members 
Mstep: Class 15 contains 55186 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16344 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60319 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 56024 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6815 members 
Mstep: Class 35 contains 60843 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12514 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12860 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 7139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159536.000000 Penalty: 166117.046875
Iteration 119Q: 51 clusters Score -5.115954e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20997 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9709 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 5507 members 
Mstep: Class 14 contains 21114 members 
Mstep: Class 15 contains 55231 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16345 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60320 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2617 members 
Mstep: Class 31 contains 9350 members 
Mstep: Class 32 contains 55983 members 
Mstep: Class 33 contains 20659 members 
Mstep: Class 34 contains 6813 members 
Mstep: Class 35 contains 60838 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12509 members 
Mstep: Class 41 contains 21819 members 
Mstep: Class 42 contains 12872 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5678 members 
Mstep: Class 48 contains 8106 members 
Mstep: Class 49 contains 2805 members 
Mstep: Class 50 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159520.000000 Penalty: 166117.046875
Iteration 120F: 51 clusters Score -5.115952e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14375 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 21105 members 
Mstep: Class 15 contains 55263 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 16342 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3429 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60322 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15754 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 9358 members 
Mstep: Class 32 contains 55951 members 
Mstep: Class 33 contains 20658 members 
Mstep: Class 34 contains 6809 members 
Mstep: Class 35 contains 60835 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12506 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12879 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159536.000000 Penalty: 166117.046875
Iteration 121Q: 51 clusters Score -5.115954e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14385 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 21099 members 
Mstep: Class 15 contains 55308 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60323 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15755 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2623 members 
Mstep: Class 31 contains 9363 members 
Mstep: Class 32 contains 55912 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 6805 members 
Mstep: Class 35 contains 60836 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12500 members 
Mstep: Class 41 contains 21819 members 
Mstep: Class 42 contains 12886 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5677 members 
Mstep: Class 48 contains 8113 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159608.000000 Penalty: 166117.046875
Iteration 122Q: 51 clusters Score -5.115961e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14387 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 21094 members 
Mstep: Class 15 contains 55361 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60325 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15757 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2624 members 
Mstep: Class 31 contains 9362 members 
Mstep: Class 32 contains 55861 members 
Mstep: Class 33 contains 20661 members 
Mstep: Class 34 contains 6806 members 
Mstep: Class 35 contains 60829 members 
Mstep: Class 36 contains 15560 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12499 members 
Mstep: Class 41 contains 21817 members 
Mstep: Class 42 contains 12893 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2807 members 
Mstep: Class 50 contains 7151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159640.000000 Penalty: 166117.046875
Iteration 123Q: 51 clusters Score -5.115964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20992 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14388 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 21090 members 
Mstep: Class 15 contains 55419 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3425 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60326 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15760 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2627 members 
Mstep: Class 31 contains 9368 members 
Mstep: Class 32 contains 55800 members 
Mstep: Class 33 contains 20660 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 60823 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12499 members 
Mstep: Class 41 contains 21817 members 
Mstep: Class 42 contains 12901 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8109 members 
Mstep: Class 49 contains 2808 members 
Mstep: Class 50 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159604.000000 Penalty: 166117.046875
Iteration 124Q: 51 clusters Score -5.11596e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 20990 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 14390 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 21086 members 
Mstep: Class 15 contains 55455 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60326 members 
Mstep: Class 25 contains 12278 members 
Mstep: Class 26 contains 15762 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2635 members 
Mstep: Class 31 contains 9375 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 6809 members 
Mstep: Class 35 contains 60819 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12498 members 
Mstep: Class 41 contains 21816 members 
Mstep: Class 42 contains 12910 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8108 members 
Mstep: Class 49 contains 2809 members 
Mstep: Class 50 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159636.000000 Penalty: 166117.046875
Iteration 125Q: 51 clusters Score -5.115964e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20989 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14391 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 21083 members 
Mstep: Class 15 contains 55490 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60329 members 
Mstep: Class 25 contains 12277 members 
Mstep: Class 26 contains 15764 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2640 members 
Mstep: Class 31 contains 9382 members 
Mstep: Class 32 contains 55728 members 
Mstep: Class 33 contains 20655 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 60815 members 
Mstep: Class 36 contains 15564 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12496 members 
Mstep: Class 41 contains 21815 members 
Mstep: Class 42 contains 12913 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8105 members 
Mstep: Class 49 contains 2809 members 
Mstep: Class 50 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159620.000000 Penalty: 166117.046875
Iteration 126Q: 51 clusters Score -5.115962e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20987 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14393 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 21083 members 
Mstep: Class 15 contains 55518 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60329 members 
Mstep: Class 25 contains 12277 members 
Mstep: Class 26 contains 15764 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2644 members 
Mstep: Class 31 contains 9395 members 
Mstep: Class 32 contains 55699 members 
Mstep: Class 33 contains 20655 members 
Mstep: Class 34 contains 6806 members 
Mstep: Class 35 contains 60813 members 
Mstep: Class 36 contains 15565 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12495 members 
Mstep: Class 41 contains 21816 members 
Mstep: Class 42 contains 12917 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8097 members 
Mstep: Class 49 contains 2809 members 
Mstep: Class 50 contains 7154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159664.000000 Penalty: 166117.046875
Iteration 127Q: 51 clusters Score -5.115966e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20988 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14394 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 21083 members 
Mstep: Class 15 contains 55539 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60328 members 
Mstep: Class 25 contains 12277 members 
Mstep: Class 26 contains 15764 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2645 members 
Mstep: Class 31 contains 9409 members 
Mstep: Class 32 contains 55677 members 
Mstep: Class 33 contains 20655 members 
Mstep: Class 34 contains 6803 members 
Mstep: Class 35 contains 60814 members 
Mstep: Class 36 contains 15566 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12492 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12920 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5679 members 
Mstep: Class 48 contains 8085 members 
Mstep: Class 49 contains 2810 members 
Mstep: Class 50 contains 7155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159708.000000 Penalty: 166117.046875
Iteration 128Q: 51 clusters Score -5.115971e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20988 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14398 members 
Mstep: Class 13 contains 5432 members 
Mstep: Class 14 contains 21080 members 
Mstep: Class 15 contains 55556 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16334 members 
Mstep: Class 19 contains 56914 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60329 members 
Mstep: Class 25 contains 12276 members 
Mstep: Class 26 contains 15765 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2649 members 
Mstep: Class 31 contains 9418 members 
Mstep: Class 32 contains 55660 members 
Mstep: Class 33 contains 20656 members 
Mstep: Class 34 contains 6803 members 
Mstep: Class 35 contains 60813 members 
Mstep: Class 36 contains 15565 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12489 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12923 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5680 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2812 members 
Mstep: Class 50 contains 7160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159788.000000 Penalty: 166117.046875
Iteration 129Q: 51 clusters Score -5.115979e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20988 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 5429 members 
Mstep: Class 14 contains 21080 members 
Mstep: Class 15 contains 55575 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56915 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60331 members 
Mstep: Class 25 contains 12273 members 
Mstep: Class 26 contains 15764 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23723 members 
Mstep: Class 30 contains 2649 members 
Mstep: Class 31 contains 9427 members 
Mstep: Class 32 contains 55641 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 6803 members 
Mstep: Class 35 contains 60811 members 
Mstep: Class 36 contains 15564 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12482 members 
Mstep: Class 41 contains 21819 members 
Mstep: Class 42 contains 12926 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8067 members 
Mstep: Class 49 contains 2814 members 
Mstep: Class 50 contains 7163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159840.000000 Penalty: 166117.046875
Iteration 130Q: 51 clusters Score -5.115984e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20984 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14403 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 21076 members 
Mstep: Class 15 contains 55589 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56916 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60332 members 
Mstep: Class 25 contains 12271 members 
Mstep: Class 26 contains 15764 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23723 members 
Mstep: Class 30 contains 2649 members 
Mstep: Class 31 contains 9438 members 
Mstep: Class 32 contains 55625 members 
Mstep: Class 33 contains 20658 members 
Mstep: Class 34 contains 6804 members 
Mstep: Class 35 contains 60809 members 
Mstep: Class 36 contains 15564 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12480 members 
Mstep: Class 41 contains 21818 members 
Mstep: Class 42 contains 12935 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5681 members 
Mstep: Class 48 contains 8061 members 
Mstep: Class 49 contains 2817 members 
Mstep: Class 50 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159780.000000 Penalty: 166117.046875
Iteration 131Q: 51 clusters Score -5.115978e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20980 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 5409 members 
Mstep: Class 14 contains 21073 members 
Mstep: Class 15 contains 55598 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56917 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12269 members 
Mstep: Class 26 contains 15766 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23723 members 
Mstep: Class 30 contains 2649 members 
Mstep: Class 31 contains 9447 members 
Mstep: Class 32 contains 55614 members 
Mstep: Class 33 contains 20657 members 
Mstep: Class 34 contains 6805 members 
Mstep: Class 35 contains 60806 members 
Mstep: Class 36 contains 15563 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12479 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12936 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5682 members 
Mstep: Class 48 contains 8049 members 
Mstep: Class 49 contains 2819 members 
Mstep: Class 50 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159692.000000 Penalty: 166117.046875
Iteration 132Q: 51 clusters Score -5.115969e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5754 members 
Mstep: Class 7 contains 20978 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 5406 members 
Mstep: Class 14 contains 21070 members 
Mstep: Class 15 contains 55608 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56918 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60336 members 
Mstep: Class 25 contains 12267 members 
Mstep: Class 26 contains 15765 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2649 members 
Mstep: Class 31 contains 9457 members 
Mstep: Class 32 contains 55607 members 
Mstep: Class 33 contains 20656 members 
Mstep: Class 34 contains 6802 members 
Mstep: Class 35 contains 60805 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12479 members 
Mstep: Class 41 contains 21821 members 
Mstep: Class 42 contains 12941 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5682 members 
Mstep: Class 48 contains 8046 members 
Mstep: Class 49 contains 2821 members 
Mstep: Class 50 contains 7169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159680.000000 Penalty: 166117.046875
Iteration 133Q: 51 clusters Score -5.115968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 21065 members 
Mstep: Class 15 contains 55618 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56918 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60338 members 
Mstep: Class 25 contains 12268 members 
Mstep: Class 26 contains 15765 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9463 members 
Mstep: Class 32 contains 55597 members 
Mstep: Class 33 contains 20656 members 
Mstep: Class 34 contains 6801 members 
Mstep: Class 35 contains 60803 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12480 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12943 members 
Mstep: Class 43 contains 7735 members 
Mstep: Class 44 contains 1159 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5683 members 
Mstep: Class 48 contains 8049 members 
Mstep: Class 49 contains 2823 members 
Mstep: Class 50 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159620.000000 Penalty: 166117.046875
Iteration 134Q: 51 clusters Score -5.115962e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20974 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14411 members 
Mstep: Class 13 contains 5395 members 
Mstep: Class 14 contains 21056 members 
Mstep: Class 15 contains 55626 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56918 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60338 members 
Mstep: Class 25 contains 12267 members 
Mstep: Class 26 contains 15766 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9468 members 
Mstep: Class 32 contains 55589 members 
Mstep: Class 33 contains 20653 members 
Mstep: Class 34 contains 6801 members 
Mstep: Class 35 contains 60802 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12478 members 
Mstep: Class 41 contains 21819 members 
Mstep: Class 42 contains 12948 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1160 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5685 members 
Mstep: Class 48 contains 8057 members 
Mstep: Class 49 contains 2824 members 
Mstep: Class 50 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159624.000000 Penalty: 166117.046875
Iteration 135Q: 51 clusters Score -5.115962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20969 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14412 members 
Mstep: Class 13 contains 5390 members 
Mstep: Class 14 contains 21043 members 
Mstep: Class 15 contains 55627 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 56919 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60337 members 
Mstep: Class 25 contains 12265 members 
Mstep: Class 26 contains 15767 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9472 members 
Mstep: Class 32 contains 55588 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60800 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12475 members 
Mstep: Class 41 contains 21820 members 
Mstep: Class 42 contains 12950 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5686 members 
Mstep: Class 48 contains 8075 members 
Mstep: Class 49 contains 2824 members 
Mstep: Class 50 contains 7170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159660.000000 Penalty: 166117.046875
Iteration 136Q: 51 clusters Score -5.115966e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20964 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 13 contains 5387 members 
Mstep: Class 14 contains 21035 members 
Mstep: Class 15 contains 55629 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16337 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60338 members 
Mstep: Class 25 contains 12264 members 
Mstep: Class 26 contains 15767 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9478 members 
Mstep: Class 32 contains 55585 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60800 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12472 members 
Mstep: Class 41 contains 21821 members 
Mstep: Class 42 contains 12951 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5687 members 
Mstep: Class 48 contains 8086 members 
Mstep: Class 49 contains 2824 members 
Mstep: Class 50 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159716.000000 Penalty: 166117.046875
Iteration 137Q: 51 clusters Score -5.115972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20960 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 21034 members 
Mstep: Class 15 contains 55629 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60338 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15766 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9480 members 
Mstep: Class 32 contains 55584 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60800 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12473 members 
Mstep: Class 41 contains 21822 members 
Mstep: Class 42 contains 12953 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1163 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5688 members 
Mstep: Class 48 contains 8090 members 
Mstep: Class 49 contains 2825 members 
Mstep: Class 50 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159692.000000 Penalty: 166117.046875
Iteration 138Q: 51 clusters Score -5.115969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14417 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 21032 members 
Mstep: Class 15 contains 55629 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60337 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15770 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9482 members 
Mstep: Class 32 contains 55583 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60799 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12472 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12954 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5689 members 
Mstep: Class 48 contains 8092 members 
Mstep: Class 49 contains 2826 members 
Mstep: Class 50 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159704.000000 Penalty: 166117.046875
Iteration 139Q: 51 clusters Score -5.11597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20950 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14420 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 21031 members 
Mstep: Class 15 contains 55631 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60337 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9488 members 
Mstep: Class 32 contains 55581 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6799 members 
Mstep: Class 35 contains 60798 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12471 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12955 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5689 members 
Mstep: Class 48 contains 8092 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159708.000000 Penalty: 166117.046875
Iteration 140F: 51 clusters Score -5.115971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 21032 members 
Mstep: Class 15 contains 55632 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60337 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9494 members 
Mstep: Class 32 contains 55579 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60797 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12465 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12958 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5689 members 
Mstep: Class 48 contains 8090 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159644.000000 Penalty: 166117.046875
Iteration 141Q: 51 clusters Score -5.115964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20947 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14419 members 
Mstep: Class 13 contains 5378 members 
Mstep: Class 14 contains 21030 members 
Mstep: Class 15 contains 55635 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2650 members 
Mstep: Class 31 contains 9501 members 
Mstep: Class 32 contains 55576 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60797 members 
Mstep: Class 36 contains 15562 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12462 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12960 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5690 members 
Mstep: Class 48 contains 8091 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159684.000000 Penalty: 166117.046875
Iteration 142Q: 51 clusters Score -5.115968e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20945 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14420 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 21028 members 
Mstep: Class 15 contains 55640 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2651 members 
Mstep: Class 31 contains 9503 members 
Mstep: Class 32 contains 55572 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60796 members 
Mstep: Class 36 contains 15561 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12456 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12962 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5690 members 
Mstep: Class 48 contains 8100 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159704.000000 Penalty: 166117.046875
Iteration 143Q: 51 clusters Score -5.11597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14423 members 
Mstep: Class 13 contains 5369 members 
Mstep: Class 14 contains 21022 members 
Mstep: Class 15 contains 55645 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2652 members 
Mstep: Class 31 contains 9506 members 
Mstep: Class 32 contains 55569 members 
Mstep: Class 33 contains 20653 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60794 members 
Mstep: Class 36 contains 15559 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12452 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12966 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5690 members 
Mstep: Class 48 contains 8112 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159660.000000 Penalty: 166117.046875
Iteration 144Q: 51 clusters Score -5.115966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14427 members 
Mstep: Class 13 contains 5368 members 
Mstep: Class 14 contains 21020 members 
Mstep: Class 15 contains 55649 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2652 members 
Mstep: Class 31 contains 9509 members 
Mstep: Class 32 contains 55566 members 
Mstep: Class 33 contains 20655 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60789 members 
Mstep: Class 36 contains 15558 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12448 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12967 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5690 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159668.000000 Penalty: 166117.046875
Iteration 145Q: 51 clusters Score -5.115967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14429 members 
Mstep: Class 13 contains 5364 members 
Mstep: Class 14 contains 21020 members 
Mstep: Class 15 contains 55652 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15777 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9514 members 
Mstep: Class 32 contains 55563 members 
Mstep: Class 33 contains 20654 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 60787 members 
Mstep: Class 36 contains 15558 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12446 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12971 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5689 members 
Mstep: Class 48 contains 8112 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159680.000000 Penalty: 166117.046875
Iteration 146Q: 51 clusters Score -5.115968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 21017 members 
Mstep: Class 15 contains 55657 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60333 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15778 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 55559 members 
Mstep: Class 33 contains 20654 members 
Mstep: Class 34 contains 6799 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15558 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12973 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5688 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159664.000000 Penalty: 166117.046875
Iteration 147Q: 51 clusters Score -5.115966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14435 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 21016 members 
Mstep: Class 15 contains 55662 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60333 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15777 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2653 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55555 members 
Mstep: Class 33 contains 20654 members 
Mstep: Class 34 contains 6797 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15558 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12442 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 12976 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5687 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159640.000000 Penalty: 166117.046875
Iteration 148Q: 51 clusters Score -5.115964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 21017 members 
Mstep: Class 15 contains 55665 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60332 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15777 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55553 members 
Mstep: Class 33 contains 20654 members 
Mstep: Class 34 contains 6797 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15557 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12442 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 12980 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5687 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159684.000000 Penalty: 166117.046875
Iteration 149Q: 51 clusters Score -5.115968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 21015 members 
Mstep: Class 15 contains 55667 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60332 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15776 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55551 members 
Mstep: Class 33 contains 20654 members 
Mstep: Class 34 contains 6797 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15557 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12442 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 12980 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5688 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159652.000000 Penalty: 166117.046875
Iteration 150Q: 51 clusters Score -5.115965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20931 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 21014 members 
Mstep: Class 15 contains 55670 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60332 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15776 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55548 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 6797 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15557 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12443 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 12982 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5689 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159672.000000 Penalty: 166117.046875
Iteration 151Q: 51 clusters Score -5.115967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14446 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 21013 members 
Mstep: Class 15 contains 55671 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60332 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15776 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55547 members 
Mstep: Class 33 contains 20650 members 
Mstep: Class 34 contains 6797 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15557 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 12984 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5691 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159628.000000 Penalty: 166117.046875
Iteration 152Q: 51 clusters Score -5.115963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 21011 members 
Mstep: Class 15 contains 55676 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60333 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15775 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55544 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15557 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12984 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5691 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159640.000000 Penalty: 166117.046875
Iteration 153Q: 51 clusters Score -5.115964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20927 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 21009 members 
Mstep: Class 15 contains 55678 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56920 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60333 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2655 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55543 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15556 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12984 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1162 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5693 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159668.000000 Penalty: 166117.046875
Iteration 154Q: 51 clusters Score -5.115967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 21009 members 
Mstep: Class 15 contains 55680 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 56921 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60333 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23722 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55541 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15555 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12988 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5693 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159628.000000 Penalty: 166117.046875
Iteration 155Q: 51 clusters Score -5.115963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20927 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55681 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16332 members 
Mstep: Class 19 contains 56922 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60333 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23723 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55540 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60785 members 
Mstep: Class 36 contains 15554 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12992 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5694 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159624.000000 Penalty: 166117.046875
Iteration 156Q: 51 clusters Score -5.115962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20928 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 55682 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56923 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9521 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60784 members 
Mstep: Class 36 contains 15553 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12992 members 
Mstep: Class 43 contains 7738 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8113 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159628.000000 Penalty: 166117.046875
Iteration 157Q: 51 clusters Score -5.115963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 21006 members 
Mstep: Class 15 contains 55682 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 56925 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9521 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60781 members 
Mstep: Class 36 contains 15551 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 12998 members 
Mstep: Class 43 contains 7738 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159660.000000 Penalty: 166117.046875
Iteration 158Q: 51 clusters Score -5.115966e+07 nChanged 23
Entering ConstructFrom: 
Score: -51159660.000000 Penalty: 166117.046875
Entering ConstructFrom: 
Trying to split cluster 1 (21259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Entering Unmasked Estep 
Score: -1816934.375000 Penalty: 2471.204834
	Iteration 0F: 2 clusters Score -1816934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1802090.000000 Penalty: 4942.409668
	Iteration 0F: 3 clusters Score -1802090 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1807146.125000 Penalty: 4942.409668
	Iteration 1F: 3 clusters Score -1807146 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1807550.875000 Penalty: 4942.409668
	Iteration 2F: 3 clusters Score -1807551 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1807903.750000 Penalty: 4942.409668
	Iteration 3Q: 3 clusters Score -1807904 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1808218.500000 Penalty: 4942.409668
	Iteration 4Q: 3 clusters Score -1808218 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1808551.750000 Penalty: 4942.409668
	Iteration 5Q: 3 clusters Score -1808552 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1808923.250000 Penalty: 4942.409668
	Iteration 6Q: 3 clusters Score -1808923 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1809380.875000 Penalty: 4942.409668
	Iteration 7Q: 3 clusters Score -1809381 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1809963.875000 Penalty: 4942.409668
	Iteration 8Q: 3 clusters Score -1809964 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1810662.500000 Penalty: 4942.409668
	Iteration 9F: 3 clusters Score -1810662 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1811490.375000 Penalty: 4942.409668
	Iteration 10F: 3 clusters Score -1811490 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1812347.125000 Penalty: 4942.409668
	Iteration 11F: 3 clusters Score -1812347 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1813145.625000 Penalty: 4942.409668
	Iteration 12Q: 3 clusters Score -1813146 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1813694.875000 Penalty: 4942.409668
	Iteration 13Q: 3 clusters Score -1813695 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1814054.000000 Penalty: 4942.409668
	Iteration 14Q: 3 clusters Score -1814054 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1814276.625000 Penalty: 4942.409668
	Iteration 15Q: 3 clusters Score -1814277 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1814423.250000 Penalty: 4942.409668
	Iteration 16Q: 3 clusters Score -1814423 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1814506.125000 Penalty: 4942.409668
	Iteration 17Q: 3 clusters Score -1814506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1814582.250000 Penalty: 4942.409668
	Iteration 18Q: 3 clusters Score -1814582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1814634.500000 Penalty: 4942.409668
	Iteration 19Q: 3 clusters Score -1814634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1814678.125000 Penalty: 4942.409668
	Iteration 20F: 3 clusters Score -1814678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1814734.125000 Penalty: 4942.409668
	Iteration 21Q: 3 clusters Score -1814734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1814788.625000 Penalty: 4942.409668
	Iteration 22Q: 3 clusters Score -1814789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1814838.500000 Penalty: 4942.409668
	Iteration 23Q: 3 clusters Score -1814838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -1814864.875000 Penalty: 4942.409668
	Iteration 24Q: 3 clusters Score -1814865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1814892.125000 Penalty: 4942.409668
	Iteration 25Q: 3 clusters Score -1814892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1814924.250000 Penalty: 4942.409668
	Iteration 26Q: 3 clusters Score -1814924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1814937.875000 Penalty: 4942.409668
	Iteration 27Q: 3 clusters Score -1814938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1814955.375000 Penalty: 4942.409668
	Iteration 28Q: 3 clusters Score -1814955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1814964.500000 Penalty: 4942.409668
	Iteration 29Q: 3 clusters Score -1814964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1814971.750000 Penalty: 4942.409668
	Iteration 30Q: 3 clusters Score -1814972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1814977.500000 Penalty: 4942.409668
	Iteration 31Q: 3 clusters Score -1814978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -1814976.000000 Penalty: 4942.409668
	Iteration 32Q: 3 clusters Score -1814976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1814975.125000 Penalty: 4942.409668
	Iteration 33Q: 3 clusters Score -1814975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1814980.125000 Penalty: 4942.409668
	Iteration 34Q: 3 clusters Score -1814980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1814982.000000 Penalty: 4942.409668
	Iteration 35Q: 3 clusters Score -1814982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1814985.625000 Penalty: 4942.409668
	Iteration 36Q: 3 clusters Score -1814986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1814984.000000 Penalty: 4942.409668
	Iteration 37Q: 3 clusters Score -1814984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1814984.875000 Penalty: 4942.409668
	Iteration 38Q: 3 clusters Score -1814985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1814985.875000 Penalty: 4942.409668
	Iteration 39Q: 3 clusters Score -1814986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1814988.000000 Penalty: 4942.409668
	Iteration 40F: 3 clusters Score -1814988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1814987.250000 Penalty: 4942.409668
	Iteration 41Q: 3 clusters Score -1814987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1814991.250000 Penalty: 4942.409668
	Iteration 42Q: 3 clusters Score -1814991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1814994.000000 Penalty: 4942.409668
	Iteration 43Q: 3 clusters Score -1814994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1814993.125000 Penalty: 4942.409668
	Iteration 44Q: 3 clusters Score -1814993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1814992.750000 Penalty: 4942.409668
	Iteration 45Q: 3 clusters Score -1814993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1814994.000000 Penalty: 4942.409668
	Iteration 46Q: 3 clusters Score -1814994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1814993.875000 Penalty: 4942.409668
	Iteration 47Q: 3 clusters Score -1814994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1814996.500000 Penalty: 4942.409668
	Iteration 48Q: 3 clusters Score -1814996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1814995.375000 Penalty: 4942.409668
	Iteration 49Q: 3 clusters Score -1814995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1814997.000000 Penalty: 4942.409668
	Iteration 50Q: 3 clusters Score -1814997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1814997.000000 Penalty: 4942.409668
	Iteration 51F: 3 clusters Score -1814997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -99242.710938 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99242.71 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99625.390625 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99625.39 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99765.109375 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99765.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99856.531250 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -99856.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99926.054688 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -99926.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99997.765625 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -99997.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100046.734375 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -100046.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100082.171875 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -100082.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100133.289062 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -100133.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100196.640625 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -100196.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100217.625000 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -100217.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100244.476562 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -100244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100257.554688 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -100257.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100278.890625 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -100278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100292.382812 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -100292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100307.515625 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -100307.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100319.257812 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -100319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100321.453125 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -100321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100325.507812 Penalty: 3581.668213
	Iteration 18F: 3 clusters Score -100325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -100333.632812 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -100333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100364.070312 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -100364.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100397.601562 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -100397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100411.468750 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -100411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100424.234375 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -100424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100430.078125 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -100430.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100435.335938 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -100435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100436.656250 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -100436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100437.382812 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -100437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100437.382812 Penalty: 3581.668213
	Iteration 28F: 3 clusters Score -100437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133926.734375 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133926.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -134338.500000 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134338.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134452.812500 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134452.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134490.078125 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -134490.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134521.843750 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134521.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -134543.531250 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134543.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134552.531250 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134559.781250 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -134567.781250 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134574.156250 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134578.500000 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134582.828125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134588.578125 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134593.500000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134595.234375 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134596.343750 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134596.546875 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -134596.546875 Penalty: 3683.273193
	Iteration 17F: 3 clusters Score -134596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -218534.203125 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -218534.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -215410.937500 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -215410.9 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -216080.812500 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -216080.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -216273.406250 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -216273.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -216412.765625 Penalty: 3928.000732
	Iteration 3F: 3 clusters Score -216412.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -216484.015625 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -216484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -216540.140625 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -216540.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -216592.765625 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -216592.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -216637.046875 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -216637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -216667.750000 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -216667.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -216695.937500 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -216695.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -216722.828125 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -216722.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216745.609375 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -216745.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216763.968750 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -216764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -216781.781250 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -216781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -216797.218750 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -216797.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -216813.734375 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -216813.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -216829.890625 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -216829.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216848.453125 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -216848.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -216864.453125 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -216864.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -216881.125000 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -216881.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216897.406250 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -216897.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216910.390625 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -216910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216925.703125 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -216925.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216935.093750 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -216935.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216941.500000 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -216941.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216951.656250 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -216951.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216960.109375 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -216960.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -216966.656250 Penalty: 3928.000732
	Iteration 27Q: 3 clusters Score -216966.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -216972.078125 Penalty: 3928.000732
	Iteration 28Q: 3 clusters Score -216972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -216977.093750 Penalty: 3928.000732
	Iteration 29Q: 3 clusters Score -216977.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -216981.296875 Penalty: 3928.000732
	Iteration 30Q: 3 clusters Score -216981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -216983.812500 Penalty: 3928.000732
	Iteration 31Q: 3 clusters Score -216983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -216986.593750 Penalty: 3928.000732
	Iteration 32Q: 3 clusters Score -216986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -216988.703125 Penalty: 3928.000732
	Iteration 33Q: 3 clusters Score -216988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -216988.875000 Penalty: 3928.000732
	Iteration 34Q: 3 clusters Score -216988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -216990.140625 Penalty: 3928.000732
	Iteration 35Q: 3 clusters Score -216990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -216991.906250 Penalty: 3928.000732
	Iteration 36Q: 3 clusters Score -216991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -216992.250000 Penalty: 3928.000732
	Iteration 37Q: 3 clusters Score -216992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -216992.828125 Penalty: 3928.000732
	Iteration 38Q: 3 clusters Score -216992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -216993.640625 Penalty: 3928.000732
	Iteration 39Q: 3 clusters Score -216993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -216995.984375 Penalty: 3928.000732
	Iteration 40F: 3 clusters Score -216996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -216997.062500 Penalty: 3928.000732
	Iteration 41Q: 3 clusters Score -216997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -216999.843750 Penalty: 3928.000732
	Iteration 42Q: 3 clusters Score -216999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -217005.359375 Penalty: 3928.000732
	Iteration 43Q: 3 clusters Score -217005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -217012.296875 Penalty: 3928.000732
	Iteration 44Q: 3 clusters Score -217012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217016.609375 Penalty: 3928.000732
	Iteration 45Q: 3 clusters Score -217016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217019.296875 Penalty: 3928.000732
	Iteration 46Q: 3 clusters Score -217019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -217020.406250 Penalty: 3928.000732
	Iteration 47Q: 3 clusters Score -217020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -217023.171875 Penalty: 3928.000732
	Iteration 48Q: 3 clusters Score -217023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217025.515625 Penalty: 3928.000732
	Iteration 49Q: 3 clusters Score -217025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -217028.062500 Penalty: 3928.000732
	Iteration 50Q: 3 clusters Score -217028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -217029.375000 Penalty: 3928.000732
	Iteration 51Q: 3 clusters Score -217029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -217030.687500 Penalty: 3928.000732
	Iteration 52Q: 3 clusters Score -217030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -217031.750000 Penalty: 3928.000732
	Iteration 53Q: 3 clusters Score -217031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -217034.031250 Penalty: 3928.000732
	Iteration 54Q: 3 clusters Score -217034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -217036.531250 Penalty: 3928.000732
	Iteration 55Q: 3 clusters Score -217036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -217040.078125 Penalty: 3928.000732
	Iteration 56Q: 3 clusters Score -217040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -217041.140625 Penalty: 3928.000732
	Iteration 57Q: 3 clusters Score -217041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -217041.593750 Penalty: 3928.000732
	Iteration 58Q: 3 clusters Score -217041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -217041.656250 Penalty: 3928.000732
	Iteration 59Q: 3 clusters Score -217041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -217041.656250 Penalty: 3928.000732
	Iteration 60F: 3 clusters Score -217041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -585032.062500 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -585032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -579226.687500 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -579226.7 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -580767.062500 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -580767.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -581035.437500 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -581035.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -581220.062500 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -581220.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -581368.687500 Penalty: 4394.666504
	Iteration 4Q: 3 clusters Score -581368.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -581492.062500 Penalty: 4394.666504
	Iteration 5Q: 3 clusters Score -581492.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -581590.750000 Penalty: 4394.666504
	Iteration 6Q: 3 clusters Score -581590.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -581709.375000 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -581709.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -581874.812500 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -581874.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -582053.500000 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -582053.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -582237.062500 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -582237.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -582389.937500 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -582389.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -582521.000000 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -582521 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -582629.500000 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -582629.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -582728.312500 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -582728.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -582801.875000 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -582801.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -582863.500000 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -582863.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -582912.187500 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -582912.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -582959.062500 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -582959.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -582992.250000 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -582992.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -583021.937500 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -583021.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -583057.937500 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -583057.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -583088.625000 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -583088.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -583113.500000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -583113.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -583132.750000 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -583132.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -583149.937500 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -583149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -583158.937500 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -583158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -583168.125000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -583168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -583176.125000 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -583176.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -583181.500000 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -583181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -583185.375000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -583185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -583188.062500 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -583188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -583190.750000 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -583190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -583192.937500 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -583192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -583197.562500 Penalty: 4394.666504
	Iteration 34Q: 3 clusters Score -583197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -583200.250000 Penalty: 4394.666504
	Iteration 35Q: 3 clusters Score -583200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -583203.312500 Penalty: 4394.666504
	Iteration 36Q: 3 clusters Score -583203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -583203.312500 Penalty: 4394.666504
	Iteration 37Q: 3 clusters Score -583203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -583206.000000 Penalty: 4394.666504
	Iteration 38Q: 3 clusters Score -583206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -583209.625000 Penalty: 4394.666504
	Iteration 39Q: 3 clusters Score -583209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -583211.500000 Penalty: 4394.666504
	Iteration 40F: 3 clusters Score -583211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -583212.750000 Penalty: 4394.666504
	Iteration 41Q: 3 clusters Score -583212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -583213.062500 Penalty: 4394.666504
	Iteration 42Q: 3 clusters Score -583213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -583212.812500 Penalty: 4394.666504
	Iteration 43Q: 3 clusters Score -583212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -583212.812500 Penalty: 4394.666504
	Iteration 44F: 3 clusters Score -583212.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -461891.375000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -461891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -456858.437500 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -456858.4 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -458098.718750 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -458098.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -458296.843750 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -458296.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -458416.937500 Penalty: 4294.108398
	Iteration 3Q: 3 clusters Score -458416.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -458498.875000 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -458498.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -458560.156250 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -458560.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -458611.343750 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -458611.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -458647.656250 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -458647.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -458688.968750 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -458689 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -458723.687500 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -458723.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -458745.593750 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -458745.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -458761.312500 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -458761.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -458777.937500 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -458777.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -458789.375000 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -458789.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -458796.968750 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -458797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -458805.531250 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -458805.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -458813.250000 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -458813.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -458824.343750 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -458824.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -458836.718750 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -458836.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -458851.468750 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -458851.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -458865.187500 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -458865.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -458876.156250 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -458876.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -458888.031250 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -458888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -458899.000000 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -458899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -458908.187500 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -458908.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -458917.031250 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -458917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -458923.468750 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -458923.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -458929.312500 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -458929.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -458934.437500 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -458934.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -458941.812500 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -458941.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -458945.843750 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -458945.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -458949.312500 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -458949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -458951.625000 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -458951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -458954.031250 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -458954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -458955.218750 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -458955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -458956.093750 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -458956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -458957.906250 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -458957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -458958.781250 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -458958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -458960.312500 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -458960.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -458963.781250 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -458963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -458967.687500 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -458967.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -458971.937500 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -458971.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -458979.437500 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -458979.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -458984.718750 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -458984.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -458993.062500 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -458993.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -458998.843750 Penalty: 4294.108398
	Iteration 45Q: 3 clusters Score -458998.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -459004.593750 Penalty: 4294.108398
	Iteration 46Q: 3 clusters Score -459004.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -459010.031250 Penalty: 4294.108398
	Iteration 47Q: 3 clusters Score -459010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -459014.156250 Penalty: 4294.108398
	Iteration 48Q: 3 clusters Score -459014.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -459017.625000 Penalty: 4294.108398
	Iteration 49Q: 3 clusters Score -459017.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -459022.250000 Penalty: 4294.108398
	Iteration 50Q: 3 clusters Score -459022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -459024.000000 Penalty: 4294.108398
	Iteration 51Q: 3 clusters Score -459024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -459028.187500 Penalty: 4294.108398
	Iteration 52Q: 3 clusters Score -459028.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -459031.250000 Penalty: 4294.108398
	Iteration 53Q: 3 clusters Score -459031.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -459035.875000 Penalty: 4294.108398
	Iteration 54Q: 3 clusters Score -459035.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -459039.625000 Penalty: 4294.108398
	Iteration 55Q: 3 clusters Score -459039.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -459041.906250 Penalty: 4294.108398
	Iteration 56Q: 3 clusters Score -459041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -459044.937500 Penalty: 4294.108398
	Iteration 57Q: 3 clusters Score -459044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -459049.750000 Penalty: 4294.108398
	Iteration 58Q: 3 clusters Score -459049.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -459057.656250 Penalty: 4294.108398
	Iteration 59Q: 3 clusters Score -459057.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -459065.406250 Penalty: 4294.108398
	Iteration 60F: 3 clusters Score -459065.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -459075.281250 Penalty: 4294.108398
	Iteration 61Q: 3 clusters Score -459075.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -459085.468750 Penalty: 4294.108398
	Iteration 62Q: 3 clusters Score -459085.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -459092.718750 Penalty: 4294.108398
	Iteration 63Q: 3 clusters Score -459092.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -459098.687500 Penalty: 4294.108398
	Iteration 64Q: 3 clusters Score -459098.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -459104.218750 Penalty: 4294.108398
	Iteration 65Q: 3 clusters Score -459104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -459108.062500 Penalty: 4294.108398
	Iteration 66Q: 3 clusters Score -459108.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -459115.656250 Penalty: 4294.108398
	Iteration 67Q: 3 clusters Score -459115.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -459124.593750 Penalty: 4294.108398
	Iteration 68Q: 3 clusters Score -459124.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -459135.281250 Penalty: 4294.108398
	Iteration 69Q: 3 clusters Score -459135.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -459143.406250 Penalty: 4294.108398
	Iteration 70Q: 3 clusters Score -459143.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -459150.625000 Penalty: 4294.108398
	Iteration 71Q: 3 clusters Score -459150.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -459154.218750 Penalty: 4294.108398
	Iteration 72Q: 3 clusters Score -459154.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -459158.781250 Penalty: 4294.108398
	Iteration 73Q: 3 clusters Score -459158.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -459163.781250 Penalty: 4294.108398
	Iteration 74Q: 3 clusters Score -459163.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -459168.562500 Penalty: 4294.108398
	Iteration 75Q: 3 clusters Score -459168.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -459173.968750 Penalty: 4294.108398
	Iteration 76Q: 3 clusters Score -459174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -459180.781250 Penalty: 4294.108398
	Iteration 77Q: 3 clusters Score -459180.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -459187.968750 Penalty: 4294.108398
	Iteration 78Q: 3 clusters Score -459188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -459195.062500 Penalty: 4294.108398
	Iteration 79Q: 3 clusters Score -459195.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -459206.593750 Penalty: 4294.108398
	Iteration 80F: 3 clusters Score -459206.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -459222.531250 Penalty: 4294.108398
	Iteration 81Q: 3 clusters Score -459222.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -459240.437500 Penalty: 4294.108398
	Iteration 82Q: 3 clusters Score -459240.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -459251.437500 Penalty: 4294.108398
	Iteration 83Q: 3 clusters Score -459251.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -459264.625000 Penalty: 4294.108398
	Iteration 84Q: 3 clusters Score -459264.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -459278.437500 Penalty: 4294.108398
	Iteration 85Q: 3 clusters Score -459278.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -459290.656250 Penalty: 4294.108398
	Iteration 86Q: 3 clusters Score -459290.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -459303.593750 Penalty: 4294.108398
	Iteration 87Q: 3 clusters Score -459303.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -459313.593750 Penalty: 4294.108398
	Iteration 88Q: 3 clusters Score -459313.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -459321.593750 Penalty: 4294.108398
	Iteration 89Q: 3 clusters Score -459321.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -459328.500000 Penalty: 4294.108398
	Iteration 90Q: 3 clusters Score -459328.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -459337.437500 Penalty: 4294.108398
	Iteration 91Q: 3 clusters Score -459337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -459342.093750 Penalty: 4294.108398
	Iteration 92Q: 3 clusters Score -459342.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -459350.656250 Penalty: 4294.108398
	Iteration 93Q: 3 clusters Score -459350.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -459357.656250 Penalty: 4294.108398
	Iteration 94Q: 3 clusters Score -459357.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -459367.312500 Penalty: 4294.108398
	Iteration 95Q: 3 clusters Score -459367.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -459379.156250 Penalty: 4294.108398
	Iteration 96Q: 3 clusters Score -459379.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -459398.218750 Penalty: 4294.108398
	Iteration 97Q: 3 clusters Score -459398.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -459419.437500 Penalty: 4294.108398
	Iteration 98Q: 3 clusters Score -459419.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -459447.906250 Penalty: 4294.108398
	Iteration 99Q: 3 clusters Score -459447.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -459474.812500 Penalty: 4294.108398
	Iteration 100F: 3 clusters Score -459474.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -459496.531250 Penalty: 4294.108398
	Iteration 101Q: 3 clusters Score -459496.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -459515.468750 Penalty: 4294.108398
	Iteration 102Q: 3 clusters Score -459515.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -459535.843750 Penalty: 4294.108398
	Iteration 103Q: 3 clusters Score -459535.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -459560.281250 Penalty: 4294.108398
	Iteration 104Q: 3 clusters Score -459560.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -459590.031250 Penalty: 4294.108398
	Iteration 105Q: 3 clusters Score -459590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -459618.531250 Penalty: 4294.108398
	Iteration 106Q: 3 clusters Score -459618.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -459639.125000 Penalty: 4294.108398
	Iteration 107Q: 3 clusters Score -459639.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -459666.781250 Penalty: 4294.108398
	Iteration 108Q: 3 clusters Score -459666.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -459693.718750 Penalty: 4294.108398
	Iteration 109Q: 3 clusters Score -459693.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -459715.250000 Penalty: 4294.108398
	Iteration 110Q: 3 clusters Score -459715.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -459745.593750 Penalty: 4294.108398
	Iteration 111Q: 3 clusters Score -459745.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -459779.656250 Penalty: 4294.108398
	Iteration 112Q: 3 clusters Score -459779.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -459801.187500 Penalty: 4294.108398
	Iteration 113Q: 3 clusters Score -459801.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -459823.937500 Penalty: 4294.108398
	Iteration 114Q: 3 clusters Score -459823.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -459853.781250 Penalty: 4294.108398
	Iteration 115Q: 3 clusters Score -459853.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -459875.750000 Penalty: 4294.108398
	Iteration 116Q: 3 clusters Score -459875.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -459899.187500 Penalty: 4294.108398
	Iteration 117Q: 3 clusters Score -459899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -459926.375000 Penalty: 4294.108398
	Iteration 118Q: 3 clusters Score -459926.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -459939.531250 Penalty: 4294.108398
	Iteration 119Q: 3 clusters Score -459939.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -459951.656250 Penalty: 4294.108398
	Iteration 120F: 3 clusters Score -459951.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -459961.156250 Penalty: 4294.108398
	Iteration 121Q: 3 clusters Score -459961.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -459967.968750 Penalty: 4294.108398
	Iteration 122Q: 3 clusters Score -459968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -459976.000000 Penalty: 4294.108398
	Iteration 123Q: 3 clusters Score -459976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -459984.875000 Penalty: 4294.108398
	Iteration 124Q: 3 clusters Score -459984.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -459990.625000 Penalty: 4294.108398
	Iteration 125Q: 3 clusters Score -459990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -459997.406250 Penalty: 4294.108398
	Iteration 126Q: 3 clusters Score -459997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -460001.687500 Penalty: 4294.108398
	Iteration 127Q: 3 clusters Score -460001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -460005.500000 Penalty: 4294.108398
	Iteration 128Q: 3 clusters Score -460005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -460009.843750 Penalty: 4294.108398
	Iteration 129Q: 3 clusters Score -460009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -460012.375000 Penalty: 4294.108398
	Iteration 130Q: 3 clusters Score -460012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -460015.093750 Penalty: 4294.108398
	Iteration 131Q: 3 clusters Score -460015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -460018.718750 Penalty: 4294.108398
	Iteration 132Q: 3 clusters Score -460018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -460024.562500 Penalty: 4294.108398
	Iteration 133Q: 3 clusters Score -460024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -460030.343750 Penalty: 4294.108398
	Iteration 134Q: 3 clusters Score -460030.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -460037.437500 Penalty: 4294.108398
	Iteration 135Q: 3 clusters Score -460037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -460039.281250 Penalty: 4294.108398
	Iteration 136Q: 3 clusters Score -460039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -460041.875000 Penalty: 4294.108398
	Iteration 137Q: 3 clusters Score -460041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -460041.875000 Penalty: 4294.108398
	Iteration 138F: 3 clusters Score -460041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Entering Unmasked Estep 
Score: -1712203.875000 Penalty: 2467.336670
	Iteration 0F: 2 clusters Score -1712204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1697458.625000 Penalty: 4934.673340
	Iteration 0F: 3 clusters Score -1697459 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1702454.750000 Penalty: 4934.673340
	Iteration 1F: 3 clusters Score -1702455 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1702856.000000 Penalty: 4934.673340
	Iteration 2F: 3 clusters Score -1702856 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1703192.000000 Penalty: 4934.673340
	Iteration 3Q: 3 clusters Score -1703192 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1703492.500000 Penalty: 4934.673340
	Iteration 4Q: 3 clusters Score -1703492 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1703812.375000 Penalty: 4934.673340
	Iteration 5Q: 3 clusters Score -1703812 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1704172.125000 Penalty: 4934.673340
	Iteration 6Q: 3 clusters Score -1704172 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1704635.625000 Penalty: 4934.673340
	Iteration 7Q: 3 clusters Score -1704636 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1705198.375000 Penalty: 4934.673340
	Iteration 8Q: 3 clusters Score -1705198 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1705837.375000 Penalty: 4934.673340
	Iteration 9Q: 3 clusters Score -1705837 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1706420.875000 Penalty: 4934.673340
	Iteration 10Q: 3 clusters Score -1706421 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1706992.875000 Penalty: 4934.673340
	Iteration 11Q: 3 clusters Score -1706993 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1707577.500000 Penalty: 4934.673340
	Iteration 12Q: 3 clusters Score -1707578 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1708193.375000 Penalty: 4934.673340
	Iteration 13Q: 3 clusters Score -1708193 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1708786.250000 Penalty: 4934.673340
	Iteration 14Q: 3 clusters Score -1708786 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1709279.500000 Penalty: 4934.673340
	Iteration 15Q: 3 clusters Score -1709280 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1709583.875000 Penalty: 4934.673340
	Iteration 16Q: 3 clusters Score -1709584 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1709781.625000 Penalty: 4934.673340
	Iteration 17Q: 3 clusters Score -1709782 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1709904.000000 Penalty: 4934.673340
	Iteration 18Q: 3 clusters Score -1709904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1709990.875000 Penalty: 4934.673340
	Iteration 19Q: 3 clusters Score -1709991 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1710061.875000 Penalty: 4934.673340
	Iteration 20F: 3 clusters Score -1710062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1710107.875000 Penalty: 4934.673340
	Iteration 21Q: 3 clusters Score -1710108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1710141.500000 Penalty: 4934.673340
	Iteration 22Q: 3 clusters Score -1710142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1710167.250000 Penalty: 4934.673340
	Iteration 23Q: 3 clusters Score -1710167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1710186.500000 Penalty: 4934.673340
	Iteration 24Q: 3 clusters Score -1710186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1710196.875000 Penalty: 4934.673340
	Iteration 25Q: 3 clusters Score -1710197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1710204.750000 Penalty: 4934.673340
	Iteration 26Q: 3 clusters Score -1710205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1710215.750000 Penalty: 4934.673340
	Iteration 27Q: 3 clusters Score -1710216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1710222.875000 Penalty: 4934.673340
	Iteration 28Q: 3 clusters Score -1710223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1710229.625000 Penalty: 4934.673340
	Iteration 29Q: 3 clusters Score -1710230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1710238.875000 Penalty: 4934.673340
	Iteration 30Q: 3 clusters Score -1710239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1710244.875000 Penalty: 4934.673340
	Iteration 31Q: 3 clusters Score -1710245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1710249.375000 Penalty: 4934.673340
	Iteration 32Q: 3 clusters Score -1710249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1710251.500000 Penalty: 4934.673340
	Iteration 33Q: 3 clusters Score -1710252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1710256.125000 Penalty: 4934.673340
	Iteration 34Q: 3 clusters Score -1710256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -1710259.625000 Penalty: 4934.673340
	Iteration 35Q: 3 clusters Score -1710260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1710258.625000 Penalty: 4934.673340
	Iteration 36Q: 3 clusters Score -1710259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -1710259.750000 Penalty: 4934.673340
	Iteration 37Q: 3 clusters Score -1710260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1710260.625000 Penalty: 4934.673340
	Iteration 38Q: 3 clusters Score -1710261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1710261.500000 Penalty: 4934.673340
	Iteration 39Q: 3 clusters Score -1710262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1710263.125000 Penalty: 4934.673340
	Iteration 40F: 3 clusters Score -1710263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1710265.125000 Penalty: 4934.673340
	Iteration 41Q: 3 clusters Score -1710265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1710264.750000 Penalty: 4934.673340
	Iteration 42Q: 3 clusters Score -1710265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1710265.250000 Penalty: 4934.673340
	Iteration 43Q: 3 clusters Score -1710265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -1710266.375000 Penalty: 4934.673340
	Iteration 44Q: 3 clusters Score -1710266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1710266.625000 Penalty: 4934.673340
	Iteration 45Q: 3 clusters Score -1710267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1710266.625000 Penalty: 4934.673340
	Iteration 46Q: 3 clusters Score -1710267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1710266.625000 Penalty: 4934.673340
	Iteration 47F: 3 clusters Score -1710267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -215176.343750 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -215176.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -212106.359375 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -212106.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -212759.687500 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -212759.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -212909.062500 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -212909.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -213043.156250 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -213043.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -213163.640625 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -213163.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -213334.937500 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -213334.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -213698.125000 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -213698.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -214261.421875 Penalty: 3926.555664
	Iteration 7F: 3 clusters Score -214261.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -214919.453125 Penalty: 3926.555664
	Iteration 8F: 3 clusters Score -214919.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -215285.015625 Penalty: 3926.555664
	Iteration 9F: 3 clusters Score -215285 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -215508.671875 Penalty: 3926.555664
	Iteration 10F: 3 clusters Score -215508.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215645.453125 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -215645.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -215768.265625 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -215768.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -215866.468750 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -215866.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -215959.562500 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -215959.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -216050.359375 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -216050.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -216133.875000 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -216133.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -216245.859375 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -216245.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -216321.093750 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -216321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216350.406250 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -216350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216350.406250 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -216350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2270 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Mstep: Class 51 contains 472 members 
Entering Unmasked Estep 
Score: -51159500.000000 Penalty: 169439.390625
Splitting cluster 8 changes total score from -51159660.000000 to -51159500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -776252.000000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -776252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -768704.625000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -768704.6 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -770947.562500 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -770947.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -771309.750000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -771309.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -771634.375000 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -771634.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -771962.750000 Penalty: 4553.732422
	Iteration 4F: 3 clusters Score -771962.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -772357.187500 Penalty: 4553.732422
	Iteration 5F: 3 clusters Score -772357.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -772783.562500 Penalty: 4553.732422
	Iteration 6F: 3 clusters Score -772783.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -773271.750000 Penalty: 4553.732422
	Iteration 7F: 3 clusters Score -773271.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -773698.250000 Penalty: 4553.732422
	Iteration 8F: 3 clusters Score -773698.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -774082.312500 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -774082.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -774346.062500 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -774346.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -774555.750000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -774555.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -774683.000000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -774683 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -774782.375000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -774782.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -774855.437500 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -774855.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -774917.875000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -774917.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -774962.687500 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -774962.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -774986.187500 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -774986.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -775007.812500 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -775007.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -775019.812500 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -775019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -775029.812500 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -775029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -775035.312500 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -775035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -775038.125000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -775038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -775039.750000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -775039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -775039.375000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -775039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -775040.125000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -775040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -775041.000000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -775041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -775043.250000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -775043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -775042.562500 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -775042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -775045.500000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -775045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -775047.625000 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -775047.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -775049.062500 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -775049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -775053.625000 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -775053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -775059.500000 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -775059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -775062.937500 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -775062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -775064.875000 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -775064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -775066.812500 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -775066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -775068.000000 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -775068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -775068.062500 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -775068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -775070.562500 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -775070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -775070.562500 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -775070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -178128.515625 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -178128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -175295.781250 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -175295.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -175963.312500 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -175963.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -176228.062500 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -176228.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -176452.343750 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -176452.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -176630.296875 Penalty: 3844.091309
	Iteration 4F: 3 clusters Score -176630.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -176740.046875 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -176740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -176827.828125 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -176827.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -176899.828125 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -176899.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -176978.109375 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -176978.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177044.640625 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -177044.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -177136.750000 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -177136.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -177256.250000 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -177256.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177411.468750 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -177411.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -177486.296875 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -177486.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177533.906250 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -177533.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177582.156250 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -177582.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -177620.218750 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -177620.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177664.718750 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -177664.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -177703.250000 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -177703.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -177727.453125 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -177727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177739.609375 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -177739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -177749.812500 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -177749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -177762.781250 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -177762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -177770.984375 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -177771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -177787.593750 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -177787.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -177799.296875 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -177799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177808.812500 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -177808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177816.468750 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -177816.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -177829.421875 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -177829.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -177835.375000 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -177835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -177839.109375 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -177839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177845.312500 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -177845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -177849.250000 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -177849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -177850.656250 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -177850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -177850.656250 Penalty: 3844.091309
	Iteration 34F: 3 clusters Score -177850.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Entering Unmasked Estep 
Score: -743720.875000 Penalty: 2247.250000
	Iteration 0F: 2 clusters Score -743720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -736955.687500 Penalty: 4494.500000
	Iteration 0F: 3 clusters Score -736955.7 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -738882.062500 Penalty: 4494.500000
	Iteration 1F: 3 clusters Score -738882.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -739199.750000 Penalty: 4494.500000
	Iteration 2F: 3 clusters Score -739199.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -739414.375000 Penalty: 4494.500000
	Iteration 3F: 3 clusters Score -739414.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -739591.375000 Penalty: 4494.500000
	Iteration 4Q: 3 clusters Score -739591.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -739730.125000 Penalty: 4494.500000
	Iteration 5Q: 3 clusters Score -739730.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -739869.062500 Penalty: 4494.500000
	Iteration 6Q: 3 clusters Score -739869.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -740016.562500 Penalty: 4494.500000
	Iteration 7Q: 3 clusters Score -740016.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -740172.437500 Penalty: 4494.500000
	Iteration 8Q: 3 clusters Score -740172.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -740319.187500 Penalty: 4494.500000
	Iteration 9Q: 3 clusters Score -740319.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -740461.312500 Penalty: 4494.500000
	Iteration 10Q: 3 clusters Score -740461.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -740589.125000 Penalty: 4494.500000
	Iteration 11Q: 3 clusters Score -740589.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -740708.125000 Penalty: 4494.500000
	Iteration 12Q: 3 clusters Score -740708.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -740812.812500 Penalty: 4494.500000
	Iteration 13Q: 3 clusters Score -740812.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -740897.062500 Penalty: 4494.500000
	Iteration 14Q: 3 clusters Score -740897.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -740978.687500 Penalty: 4494.500000
	Iteration 15Q: 3 clusters Score -740978.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -741054.875000 Penalty: 4494.500000
	Iteration 16Q: 3 clusters Score -741054.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -741123.687500 Penalty: 4494.500000
	Iteration 17Q: 3 clusters Score -741123.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -741174.562500 Penalty: 4494.500000
	Iteration 18Q: 3 clusters Score -741174.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -741212.437500 Penalty: 4494.500000
	Iteration 19Q: 3 clusters Score -741212.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -741256.750000 Penalty: 4494.500000
	Iteration 20F: 3 clusters Score -741256.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -741306.562500 Penalty: 4494.500000
	Iteration 21Q: 3 clusters Score -741306.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -741355.437500 Penalty: 4494.500000
	Iteration 22Q: 3 clusters Score -741355.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -741396.312500 Penalty: 4494.500000
	Iteration 23Q: 3 clusters Score -741396.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -741436.687500 Penalty: 4494.500000
	Iteration 24Q: 3 clusters Score -741436.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -741482.062500 Penalty: 4494.500000
	Iteration 25Q: 3 clusters Score -741482.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -741522.562500 Penalty: 4494.500000
	Iteration 26Q: 3 clusters Score -741522.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -741560.875000 Penalty: 4494.500000
	Iteration 27Q: 3 clusters Score -741560.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -741593.625000 Penalty: 4494.500000
	Iteration 28Q: 3 clusters Score -741593.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -741626.125000 Penalty: 4494.500000
	Iteration 29Q: 3 clusters Score -741626.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -741654.125000 Penalty: 4494.500000
	Iteration 30Q: 3 clusters Score -741654.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -741682.750000 Penalty: 4494.500000
	Iteration 31Q: 3 clusters Score -741682.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -741703.312500 Penalty: 4494.500000
	Iteration 32Q: 3 clusters Score -741703.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -741728.625000 Penalty: 4494.500000
	Iteration 33Q: 3 clusters Score -741728.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -741745.250000 Penalty: 4494.500000
	Iteration 34Q: 3 clusters Score -741745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -741757.250000 Penalty: 4494.500000
	Iteration 35Q: 3 clusters Score -741757.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -741767.875000 Penalty: 4494.500000
	Iteration 36Q: 3 clusters Score -741767.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -741780.312500 Penalty: 4494.500000
	Iteration 37Q: 3 clusters Score -741780.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -741790.812500 Penalty: 4494.500000
	Iteration 38Q: 3 clusters Score -741790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -741798.000000 Penalty: 4494.500000
	Iteration 39Q: 3 clusters Score -741798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -741807.687500 Penalty: 4494.500000
	Iteration 40F: 3 clusters Score -741807.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -741813.562500 Penalty: 4494.500000
	Iteration 41Q: 3 clusters Score -741813.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -741816.812500 Penalty: 4494.500000
	Iteration 42Q: 3 clusters Score -741816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -741824.125000 Penalty: 4494.500000
	Iteration 43Q: 3 clusters Score -741824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -741832.937500 Penalty: 4494.500000
	Iteration 44Q: 3 clusters Score -741832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -741835.750000 Penalty: 4494.500000
	Iteration 45Q: 3 clusters Score -741835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -741846.625000 Penalty: 4494.500000
	Iteration 46Q: 3 clusters Score -741846.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -741849.312500 Penalty: 4494.500000
	Iteration 47Q: 3 clusters Score -741849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -741853.437500 Penalty: 4494.500000
	Iteration 48Q: 3 clusters Score -741853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -741854.937500 Penalty: 4494.500000
	Iteration 49Q: 3 clusters Score -741854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -741857.250000 Penalty: 4494.500000
	Iteration 50Q: 3 clusters Score -741857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -741859.000000 Penalty: 4494.500000
	Iteration 51Q: 3 clusters Score -741859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -741861.250000 Penalty: 4494.500000
	Iteration 52Q: 3 clusters Score -741861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -741861.250000 Penalty: 4494.500000
	Iteration 53Q: 3 clusters Score -741861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -741861.875000 Penalty: 4494.500000
	Iteration 54Q: 3 clusters Score -741861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -741864.937500 Penalty: 4494.500000
	Iteration 55Q: 3 clusters Score -741864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -741867.312500 Penalty: 4494.500000
	Iteration 56Q: 3 clusters Score -741867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -741870.437500 Penalty: 4494.500000
	Iteration 57Q: 3 clusters Score -741870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -741872.625000 Penalty: 4494.500000
	Iteration 58Q: 3 clusters Score -741872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -741874.125000 Penalty: 4494.500000
	Iteration 59Q: 3 clusters Score -741874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -741876.562500 Penalty: 4494.500000
	Iteration 60F: 3 clusters Score -741876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -741876.375000 Penalty: 4494.500000
	Iteration 61Q: 3 clusters Score -741876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -741879.250000 Penalty: 4494.500000
	Iteration 62Q: 3 clusters Score -741879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -741880.750000 Penalty: 4494.500000
	Iteration 63Q: 3 clusters Score -741880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -741884.812500 Penalty: 4494.500000
	Iteration 64Q: 3 clusters Score -741884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -741886.500000 Penalty: 4494.500000
	Iteration 65Q: 3 clusters Score -741886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -741886.062500 Penalty: 4494.500000
	Iteration 66Q: 3 clusters Score -741886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -741885.187500 Penalty: 4494.500000
	Iteration 67Q: 3 clusters Score -741885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -741885.187500 Penalty: 4494.500000
	Iteration 68F: 3 clusters Score -741885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Entering Unmasked Estep 
Score: -1215331.500000 Penalty: 2375.404053
	Iteration 0F: 2 clusters Score -1215332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1204834.125000 Penalty: 4750.808105
	Iteration 0F: 3 clusters Score -1204834 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1208113.375000 Penalty: 4750.808105
	Iteration 1F: 3 clusters Score -1208113 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1208508.875000 Penalty: 4750.808105
	Iteration 2F: 3 clusters Score -1208509 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1208856.750000 Penalty: 4750.808105
	Iteration 3F: 3 clusters Score -1208857 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1209187.625000 Penalty: 4750.808105
	Iteration 4Q: 3 clusters Score -1209188 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1209521.250000 Penalty: 4750.808105
	Iteration 5Q: 3 clusters Score -1209521 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1209820.000000 Penalty: 4750.808105
	Iteration 6Q: 3 clusters Score -1209820 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1210171.750000 Penalty: 4750.808105
	Iteration 7Q: 3 clusters Score -1210172 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1210632.125000 Penalty: 4750.808105
	Iteration 8Q: 3 clusters Score -1210632 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1211314.875000 Penalty: 4750.808105
	Iteration 9Q: 3 clusters Score -1211315 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1212178.625000 Penalty: 4750.808105
	Iteration 10F: 3 clusters Score -1212179 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1212934.000000 Penalty: 4750.808105
	Iteration 11F: 3 clusters Score -1212934 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1213454.750000 Penalty: 4750.808105
	Iteration 12Q: 3 clusters Score -1213455 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1213819.375000 Penalty: 4750.808105
	Iteration 13Q: 3 clusters Score -1213819 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1214060.500000 Penalty: 4750.808105
	Iteration 14Q: 3 clusters Score -1214060 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1214228.750000 Penalty: 4750.808105
	Iteration 15Q: 3 clusters Score -1214229 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1214334.625000 Penalty: 4750.808105
	Iteration 16Q: 3 clusters Score -1214335 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1214400.750000 Penalty: 4750.808105
	Iteration 17Q: 3 clusters Score -1214401 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1214450.125000 Penalty: 4750.808105
	Iteration 18Q: 3 clusters Score -1214450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1214488.000000 Penalty: 4750.808105
	Iteration 19Q: 3 clusters Score -1214488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1214515.250000 Penalty: 4750.808105
	Iteration 20F: 3 clusters Score -1214515 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1214540.500000 Penalty: 4750.808105
	Iteration 21Q: 3 clusters Score -1214540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1214560.375000 Penalty: 4750.808105
	Iteration 22Q: 3 clusters Score -1214560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1214582.125000 Penalty: 4750.808105
	Iteration 23Q: 3 clusters Score -1214582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1214605.500000 Penalty: 4750.808105
	Iteration 24Q: 3 clusters Score -1214606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1214627.875000 Penalty: 4750.808105
	Iteration 25Q: 3 clusters Score -1214628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1214655.125000 Penalty: 4750.808105
	Iteration 26Q: 3 clusters Score -1214655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1214676.000000 Penalty: 4750.808105
	Iteration 27Q: 3 clusters Score -1214676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1214696.750000 Penalty: 4750.808105
	Iteration 28Q: 3 clusters Score -1214697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1214712.250000 Penalty: 4750.808105
	Iteration 29Q: 3 clusters Score -1214712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1214723.750000 Penalty: 4750.808105
	Iteration 30Q: 3 clusters Score -1214724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1214739.250000 Penalty: 4750.808105
	Iteration 31Q: 3 clusters Score -1214739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1214739.875000 Penalty: 4750.808105
	Iteration 32Q: 3 clusters Score -1214740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1214746.625000 Penalty: 4750.808105
	Iteration 33Q: 3 clusters Score -1214747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1214750.625000 Penalty: 4750.808105
	Iteration 34Q: 3 clusters Score -1214751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1214750.125000 Penalty: 4750.808105
	Iteration 35Q: 3 clusters Score -1214750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1214754.125000 Penalty: 4750.808105
	Iteration 36Q: 3 clusters Score -1214754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1214757.250000 Penalty: 4750.808105
	Iteration 37Q: 3 clusters Score -1214757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1214759.125000 Penalty: 4750.808105
	Iteration 38Q: 3 clusters Score -1214759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1214761.750000 Penalty: 4750.808105
	Iteration 39Q: 3 clusters Score -1214762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1214762.375000 Penalty: 4750.808105
	Iteration 40F: 3 clusters Score -1214762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1214764.625000 Penalty: 4750.808105
	Iteration 41Q: 3 clusters Score -1214765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1214761.625000 Penalty: 4750.808105
	Iteration 42Q: 3 clusters Score -1214762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1214767.000000 Penalty: 4750.808105
	Iteration 43Q: 3 clusters Score -1214767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1214762.625000 Penalty: 4750.808105
	Iteration 44Q: 3 clusters Score -1214763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1214764.625000 Penalty: 4750.808105
	Iteration 45Q: 3 clusters Score -1214765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1214766.500000 Penalty: 4750.808105
	Iteration 46Q: 3 clusters Score -1214766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1214768.125000 Penalty: 4750.808105
	Iteration 47Q: 3 clusters Score -1214768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1214768.250000 Penalty: 4750.808105
	Iteration 48Q: 3 clusters Score -1214768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1214770.125000 Penalty: 4750.808105
	Iteration 49Q: 3 clusters Score -1214770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1214771.375000 Penalty: 4750.808105
	Iteration 50Q: 3 clusters Score -1214771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1214769.875000 Penalty: 4750.808105
	Iteration 51Q: 3 clusters Score -1214770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1214774.125000 Penalty: 4750.808105
	Iteration 52Q: 3 clusters Score -1214774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1214774.500000 Penalty: 4750.808105
	Iteration 53Q: 3 clusters Score -1214774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1214775.500000 Penalty: 4750.808105
	Iteration 54Q: 3 clusters Score -1214776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1214775.125000 Penalty: 4750.808105
	Iteration 55Q: 3 clusters Score -1214775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1214775.125000 Penalty: 4750.808105
	Iteration 56F: 3 clusters Score -1214775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Entering Unmasked Estep 
Score: -423370.593750 Penalty: 2129.182129
	Iteration 0F: 2 clusters Score -423370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -418601.625000 Penalty: 4258.364258
	Iteration 0F: 3 clusters Score -418601.6 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -419877.843750 Penalty: 4258.364258
	Iteration 1F: 3 clusters Score -419877.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -420249.468750 Penalty: 4258.364258
	Iteration 2F: 3 clusters Score -420249.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -420676.375000 Penalty: 4258.364258
	Iteration 3F: 3 clusters Score -420676.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -421214.343750 Penalty: 4258.364258
	Iteration 4F: 3 clusters Score -421214.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -421723.937500 Penalty: 4258.364258
	Iteration 5F: 3 clusters Score -421723.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -422027.375000 Penalty: 4258.364258
	Iteration 6F: 3 clusters Score -422027.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -422276.406250 Penalty: 4258.364258
	Iteration 7F: 3 clusters Score -422276.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -422456.875000 Penalty: 4258.364258
	Iteration 8Q: 3 clusters Score -422456.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -422569.062500 Penalty: 4258.364258
	Iteration 9Q: 3 clusters Score -422569.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -422635.750000 Penalty: 4258.364258
	Iteration 10Q: 3 clusters Score -422635.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -422686.687500 Penalty: 4258.364258
	Iteration 11Q: 3 clusters Score -422686.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -422749.187500 Penalty: 4258.364258
	Iteration 12Q: 3 clusters Score -422749.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -422804.437500 Penalty: 4258.364258
	Iteration 13Q: 3 clusters Score -422804.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -422851.625000 Penalty: 4258.364258
	Iteration 14Q: 3 clusters Score -422851.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -422889.781250 Penalty: 4258.364258
	Iteration 15Q: 3 clusters Score -422889.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -422940.593750 Penalty: 4258.364258
	Iteration 16Q: 3 clusters Score -422940.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -422974.937500 Penalty: 4258.364258
	Iteration 17Q: 3 clusters Score -422974.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -422996.593750 Penalty: 4258.364258
	Iteration 18Q: 3 clusters Score -422996.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -423018.375000 Penalty: 4258.364258
	Iteration 19Q: 3 clusters Score -423018.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -423039.093750 Penalty: 4258.364258
	Iteration 20F: 3 clusters Score -423039.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -423059.281250 Penalty: 4258.364258
	Iteration 21Q: 3 clusters Score -423059.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -423077.531250 Penalty: 4258.364258
	Iteration 22Q: 3 clusters Score -423077.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -423096.156250 Penalty: 4258.364258
	Iteration 23Q: 3 clusters Score -423096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -423111.562500 Penalty: 4258.364258
	Iteration 24Q: 3 clusters Score -423111.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -423123.843750 Penalty: 4258.364258
	Iteration 25Q: 3 clusters Score -423123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -423129.500000 Penalty: 4258.364258
	Iteration 26Q: 3 clusters Score -423129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -423133.500000 Penalty: 4258.364258
	Iteration 27Q: 3 clusters Score -423133.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -423137.375000 Penalty: 4258.364258
	Iteration 28Q: 3 clusters Score -423137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -423140.281250 Penalty: 4258.364258
	Iteration 29Q: 3 clusters Score -423140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -423143.968750 Penalty: 4258.364258
	Iteration 30Q: 3 clusters Score -423144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -423151.843750 Penalty: 4258.364258
	Iteration 31Q: 3 clusters Score -423151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -423154.125000 Penalty: 4258.364258
	Iteration 32Q: 3 clusters Score -423154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -423155.656250 Penalty: 4258.364258
	Iteration 33Q: 3 clusters Score -423155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -423159.031250 Penalty: 4258.364258
	Iteration 34Q: 3 clusters Score -423159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -423163.125000 Penalty: 4258.364258
	Iteration 35Q: 3 clusters Score -423163.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -423169.781250 Penalty: 4258.364258
	Iteration 36Q: 3 clusters Score -423169.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -423173.343750 Penalty: 4258.364258
	Iteration 37Q: 3 clusters Score -423173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -423181.468750 Penalty: 4258.364258
	Iteration 38Q: 3 clusters Score -423181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -423192.281250 Penalty: 4258.364258
	Iteration 39Q: 3 clusters Score -423192.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -423203.812500 Penalty: 4258.364258
	Iteration 40F: 3 clusters Score -423203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -423212.500000 Penalty: 4258.364258
	Iteration 41Q: 3 clusters Score -423212.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -423222.093750 Penalty: 4258.364258
	Iteration 42Q: 3 clusters Score -423222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -423231.250000 Penalty: 4258.364258
	Iteration 43Q: 3 clusters Score -423231.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -423245.875000 Penalty: 4258.364258
	Iteration 44Q: 3 clusters Score -423245.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -423257.281250 Penalty: 4258.364258
	Iteration 45Q: 3 clusters Score -423257.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -423263.906250 Penalty: 4258.364258
	Iteration 46Q: 3 clusters Score -423263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -423269.656250 Penalty: 4258.364258
	Iteration 47Q: 3 clusters Score -423269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -423277.875000 Penalty: 4258.364258
	Iteration 48Q: 3 clusters Score -423277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -423283.343750 Penalty: 4258.364258
	Iteration 49Q: 3 clusters Score -423283.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -423286.062500 Penalty: 4258.364258
	Iteration 50Q: 3 clusters Score -423286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -423287.656250 Penalty: 4258.364258
	Iteration 51Q: 3 clusters Score -423287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -423289.687500 Penalty: 4258.364258
	Iteration 52Q: 3 clusters Score -423289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -423290.812500 Penalty: 4258.364258
	Iteration 53Q: 3 clusters Score -423290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -423290.937500 Penalty: 4258.364258
	Iteration 54Q: 3 clusters Score -423290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -423291.156250 Penalty: 4258.364258
	Iteration 55Q: 3 clusters Score -423291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -423291.500000 Penalty: 4258.364258
	Iteration 56Q: 3 clusters Score -423291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -423291.500000 Penalty: 4258.364258
	Iteration 57F: 3 clusters Score -423291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Entering Unmasked Estep 
Score: -1745632.250000 Penalty: 2468.259277
	Iteration 0F: 2 clusters Score -1745632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1731025.625000 Penalty: 4936.518555
	Iteration 0F: 3 clusters Score -1731026 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1736114.875000 Penalty: 4936.518555
	Iteration 1F: 3 clusters Score -1736115 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1736851.250000 Penalty: 4936.518555
	Iteration 2F: 3 clusters Score -1736851 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1737738.125000 Penalty: 4936.518555
	Iteration 3F: 3 clusters Score -1737738 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1738694.750000 Penalty: 4936.518555
	Iteration 4F: 3 clusters Score -1738695 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1739644.250000 Penalty: 4936.518555
	Iteration 5F: 3 clusters Score -1739644 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1740510.375000 Penalty: 4936.518555
	Iteration 6F: 3 clusters Score -1740510 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1741359.875000 Penalty: 4936.518555
	Iteration 7F: 3 clusters Score -1741360 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1742111.375000 Penalty: 4936.518555
	Iteration 8F: 3 clusters Score -1742111 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1742729.250000 Penalty: 4936.518555
	Iteration 9Q: 3 clusters Score -1742729 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1743152.625000 Penalty: 4936.518555
	Iteration 10Q: 3 clusters Score -1743153 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1743427.500000 Penalty: 4936.518555
	Iteration 11Q: 3 clusters Score -1743428 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1743615.500000 Penalty: 4936.518555
	Iteration 12Q: 3 clusters Score -1743616 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1743731.625000 Penalty: 4936.518555
	Iteration 13Q: 3 clusters Score -1743732 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1743808.625000 Penalty: 4936.518555
	Iteration 14Q: 3 clusters Score -1743809 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1743867.000000 Penalty: 4936.518555
	Iteration 15Q: 3 clusters Score -1743867 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1743911.750000 Penalty: 4936.518555
	Iteration 16Q: 3 clusters Score -1743912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1743947.875000 Penalty: 4936.518555
	Iteration 17Q: 3 clusters Score -1743948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1743973.500000 Penalty: 4936.518555
	Iteration 18Q: 3 clusters Score -1743974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1743997.250000 Penalty: 4936.518555
	Iteration 19Q: 3 clusters Score -1743997 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1744013 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1744023 nChanged 82
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Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1744032 nChanged 80
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Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1744046 nChanged 72
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Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1744053 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1744062 nChanged 50
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Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1744069 nChanged 49
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Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1744070 nChanged 44
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Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1744081 nChanged 43
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Mstep: Class 1 contains 10513 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1744088 nChanged 41
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Mstep: Class 1 contains 10520 members 
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	Iteration 30Q: 3 clusters Score -1744094 nChanged 32
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Mstep: Class 1 contains 10526 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1744099 nChanged 36
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Mstep: Class 1 contains 10536 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1744093 nChanged 35
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Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1744095 nChanged 22
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Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1744099 nChanged 17
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Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1744103 nChanged 21
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Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1744110 nChanged 29
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Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1744114 nChanged 22
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Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1744113 nChanged 26
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Mstep: Class 1 contains 10608 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1744111 nChanged 24
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Mstep: Class 1 contains 10620 members 
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	Iteration 40F: 3 clusters Score -1744118 nChanged 22
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Mstep: Class 1 contains 10626 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1744117 nChanged 20
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Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1744121 nChanged 13
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Mstep: Class 1 contains 10643 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1744124 nChanged 14
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Mstep: Class 1 contains 10655 members 
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	Iteration 44Q: 3 clusters Score -1744127 nChanged 30
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Mstep: Class 1 contains 10677 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1744130 nChanged 34
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Mstep: Class 1 contains 10701 members 
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	Iteration 46Q: 3 clusters Score -1744129 nChanged 38
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Mstep: Class 1 contains 10731 members 
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	Iteration 47Q: 3 clusters Score -1744139 nChanged 47
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Mstep: Class 1 contains 10770 members 
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	Iteration 48Q: 3 clusters Score -1744143 nChanged 50
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Mstep: Class 1 contains 10812 members 
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	Iteration 49Q: 3 clusters Score -1744144 nChanged 57
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Mstep: Class 1 contains 10863 members 
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	Iteration 50Q: 3 clusters Score -1744152 nChanged 53
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Mstep: Class 1 contains 10908 members 
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	Iteration 51Q: 3 clusters Score -1744168 nChanged 53
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Mstep: Class 1 contains 10941 members 
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	Iteration 52Q: 3 clusters Score -1744168 nChanged 59
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Mstep: Class 1 contains 10982 members 
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	Iteration 53Q: 3 clusters Score -1744180 nChanged 62
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Mstep: Class 1 contains 11036 members 
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	Iteration 54Q: 3 clusters Score -1744189 nChanged 62
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Mstep: Class 1 contains 11080 members 
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	Iteration 55Q: 3 clusters Score -1744201 nChanged 73
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Mstep: Class 1 contains 11135 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1744211 nChanged 71
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Mstep: Class 1 contains 11184 members 
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	Iteration 57Q: 3 clusters Score -1744227 nChanged 71
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Mstep: Class 1 contains 11237 members 
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	Iteration 58Q: 3 clusters Score -1744240 nChanged 69
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Mstep: Class 1 contains 11296 members 
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	Iteration 59Q: 3 clusters Score -1744251 nChanged 72
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Mstep: Class 1 contains 11354 members 
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	Iteration 60F: 3 clusters Score -1744265 nChanged 80
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Mstep: Class 1 contains 11420 members 
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	Iteration 61Q: 3 clusters Score -1744276 nChanged 94
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Mstep: Class 1 contains 11496 members 
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	Iteration 62Q: 3 clusters Score -1744293 nChanged 94
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Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9446 members 
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	Iteration 63Q: 3 clusters Score -1744320 nChanged 96
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Mstep: Class 1 contains 11646 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1744340 nChanged 110
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Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 9278 members 
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	Iteration 65Q: 3 clusters Score -1744369 nChanged 97
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Mstep: Class 1 contains 11807 members 
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	Iteration 66Q: 3 clusters Score -1744393 nChanged 99
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Mstep: Class 1 contains 11872 members 
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	Iteration 67Q: 3 clusters Score -1744426 nChanged 88
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Mstep: Class 1 contains 11934 members 
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	Iteration 68Q: 3 clusters Score -1744437 nChanged 84
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	Iteration 69Q: 3 clusters Score -1744450 nChanged 97
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Mstep: Class 1 contains 12059 members 
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	Iteration 70Q: 3 clusters Score -1744474 nChanged 108
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Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 8873 members 
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	Iteration 71Q: 3 clusters Score -1744519 nChanged 119
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Mstep: Class 1 contains 12216 members 
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	Iteration 72Q: 3 clusters Score -1744544 nChanged 124
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	Iteration 73Q: 3 clusters Score -1744572 nChanged 113
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	Iteration 74Q: 3 clusters Score -1744600 nChanged 126
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	Iteration 75Q: 3 clusters Score -1744640 nChanged 119
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Mstep: Class 1 contains 12550 members 
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	Iteration 76Q: 3 clusters Score -1744662 nChanged 120
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Mstep: Class 1 contains 12638 members 
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	Iteration 77Q: 3 clusters Score -1744687 nChanged 104
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Mstep: Class 1 contains 12708 members 
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	Iteration 78Q: 3 clusters Score -1744715 nChanged 91
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Mstep: Class 1 contains 12779 members 
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	Iteration 79Q: 3 clusters Score -1744734 nChanged 89
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Mstep: Class 1 contains 12844 members 
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	Iteration 80F: 3 clusters Score -1744746 nChanged 75
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Mstep: Class 1 contains 12891 members 
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	Iteration 81Q: 3 clusters Score -1744762 nChanged 52
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Mstep: Class 1 contains 12927 members 
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	Iteration 82Q: 3 clusters Score -1744771 nChanged 51
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Mstep: Class 1 contains 12964 members 
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	Iteration 83Q: 3 clusters Score -1744784 nChanged 44
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Mstep: Class 1 contains 12996 members 
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	Iteration 84Q: 3 clusters Score -1744793 nChanged 43
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Mstep: Class 1 contains 13027 members 
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	Iteration 85Q: 3 clusters Score -1744798 nChanged 35
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Mstep: Class 1 contains 13054 members 
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	Iteration 86Q: 3 clusters Score -1744800 nChanged 38
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Mstep: Class 1 contains 13086 members 
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	Iteration 87Q: 3 clusters Score -1744802 nChanged 31
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Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 7895 members 
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	Iteration 88Q: 3 clusters Score -1744805 nChanged 36
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Mstep: Class 1 contains 13147 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1744811 nChanged 27
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Mstep: Class 2 contains 7840 members 
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	Iteration 90Q: 3 clusters Score -1744820 nChanged 29
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	Iteration 91Q: 3 clusters Score -1744817 nChanged 24
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	Iteration 92Q: 3 clusters Score -1744815 nChanged 21
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Mstep: Class 1 contains 13222 members 
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	Iteration 93Q: 3 clusters Score -1744820 nChanged 13
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	Iteration 94Q: 3 clusters Score -1744818 nChanged 17
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	Iteration 95Q: 3 clusters Score -1744821 nChanged 24
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1744824 nChanged 29
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1744833 nChanged 26
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Mstep: Class 1 contains 13283 members 
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	Iteration 98Q: 3 clusters Score -1744833 nChanged 26
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	Iteration 99Q: 3 clusters Score -1744835 nChanged 26
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Mstep: Class 2 contains 7697 members 
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	Iteration 100F: 3 clusters Score -1744835 nChanged 21
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	Iteration 101Q: 3 clusters Score -1744838 nChanged 21
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	Iteration 102Q: 3 clusters Score -1744841 nChanged 18
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	Iteration 103Q: 3 clusters Score -1744841 nChanged 15
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	Iteration 104Q: 3 clusters Score -1744842 nChanged 23
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1744839 nChanged 15
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	Iteration 106Q: 3 clusters Score -1744842 nChanged 8
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	Iteration 107Q: 3 clusters Score -1744843 nChanged 5
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	Iteration 108Q: 3 clusters Score -1744842 nChanged 8
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	Iteration 109Q: 3 clusters Score -1744845 nChanged 6
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	Iteration 110Q: 3 clusters Score -1744848 nChanged 10
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	Iteration 111Q: 3 clusters Score -1744848 nChanged 12
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	Iteration 112Q: 3 clusters Score -1744847 nChanged 15
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Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1744852.750000 Penalty: 4936.518555
	Iteration 113Q: 3 clusters Score -1744853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1744848.625000 Penalty: 4936.518555
	Iteration 114Q: 3 clusters Score -1744849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1744846.750000 Penalty: 4936.518555
	Iteration 115Q: 3 clusters Score -1744847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1744848.500000 Penalty: 4936.518555
	Iteration 116Q: 3 clusters Score -1744848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1744851.750000 Penalty: 4936.518555
	Iteration 117Q: 3 clusters Score -1744852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1744853.125000 Penalty: 4936.518555
	Iteration 118Q: 3 clusters Score -1744853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1744854.125000 Penalty: 4936.518555
	Iteration 119Q: 3 clusters Score -1744854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1744851.125000 Penalty: 4936.518555
	Iteration 120F: 3 clusters Score -1744851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1744849.625000 Penalty: 4936.518555
	Iteration 121Q: 3 clusters Score -1744850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1744854.125000 Penalty: 4936.518555
	Iteration 122Q: 3 clusters Score -1744854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1744853.750000 Penalty: 4936.518555
	Iteration 123Q: 3 clusters Score -1744854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1744854.250000 Penalty: 4936.518555
	Iteration 124Q: 3 clusters Score -1744854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1744854.250000 Penalty: 4936.518555
	Iteration 125Q: 3 clusters Score -1744854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1744854.250000 Penalty: 4936.518555
	Iteration 126F: 3 clusters Score -1744854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Entering Unmasked Estep 
Score: -4469900.000000 Penalty: 2710.002686
	Iteration 0F: 2 clusters Score -4469900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4432237.000000 Penalty: 5420.005371
	Iteration 0F: 3 clusters Score -4432237 nChanged 25997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4446998.000000 Penalty: 5420.005371
	Iteration 1F: 3 clusters Score -4446998 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4447759.000000 Penalty: 5420.005371
	Iteration 2Q: 3 clusters Score -4447759 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4448625.000000 Penalty: 5420.005371
	Iteration 3Q: 3 clusters Score -4448625 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4449566.500000 Penalty: 5420.005371
	Iteration 4Q: 3 clusters Score -4449566 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4450662.000000 Penalty: 5420.005371
	Iteration 5Q: 3 clusters Score -4450662 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4451912.000000 Penalty: 5420.005371
	Iteration 6Q: 3 clusters Score -4451912 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4453414.500000 Penalty: 5420.005371
	Iteration 7F: 3 clusters Score -4453414 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -4455174.500000 Penalty: 5420.005371
	Iteration 8F: 3 clusters Score -4455174 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -4457190.500000 Penalty: 5420.005371
	Iteration 9F: 3 clusters Score -4457190 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -4459298.000000 Penalty: 5420.005371
	Iteration 10F: 3 clusters Score -4459298 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -4461486.500000 Penalty: 5420.005371
	Iteration 11F: 3 clusters Score -4461486 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -4463448.000000 Penalty: 5420.005371
	Iteration 12Q: 3 clusters Score -4463448 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -4464915.500000 Penalty: 5420.005371
	Iteration 13Q: 3 clusters Score -4464916 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -4465888.000000 Penalty: 5420.005371
	Iteration 14Q: 3 clusters Score -4465888 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -4466541.000000 Penalty: 5420.005371
	Iteration 15Q: 3 clusters Score -4466541 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -4466944.500000 Penalty: 5420.005371
	Iteration 16Q: 3 clusters Score -4466944 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -4467190.500000 Penalty: 5420.005371
	Iteration 17Q: 3 clusters Score -4467190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -4467325.500000 Penalty: 5420.005371
	Iteration 18Q: 3 clusters Score -4467326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -4467403.000000 Penalty: 5420.005371
	Iteration 19Q: 3 clusters Score -4467403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -4467450.000000 Penalty: 5420.005371
	Iteration 20F: 3 clusters Score -4467450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -4467478.500000 Penalty: 5420.005371
	Iteration 21Q: 3 clusters Score -4467478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -4467493.500000 Penalty: 5420.005371
	Iteration 22Q: 3 clusters Score -4467494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -4467510.500000 Penalty: 5420.005371
	Iteration 23Q: 3 clusters Score -4467510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -4467511.000000 Penalty: 5420.005371
	Iteration 24Q: 3 clusters Score -4467511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -4467520.500000 Penalty: 5420.005371
	Iteration 25Q: 3 clusters Score -4467520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -4467523.000000 Penalty: 5420.005371
	Iteration 26Q: 3 clusters Score -4467523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -4467525.500000 Penalty: 5420.005371
	Iteration 27Q: 3 clusters Score -4467526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -4467529.000000 Penalty: 5420.005371
	Iteration 28Q: 3 clusters Score -4467529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -4467528.500000 Penalty: 5420.005371
	Iteration 29Q: 3 clusters Score -4467528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -4467525.000000 Penalty: 5420.005371
	Iteration 30Q: 3 clusters Score -4467525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -4467524.500000 Penalty: 5420.005371
	Iteration 31Q: 3 clusters Score -4467524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -4467524.500000 Penalty: 5420.005371
	Iteration 32F: 3 clusters Score -4467524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -53098.542969 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -53098.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51424.250000 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -51424.25 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -51607.367188 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -51607.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51648.703125 Penalty: 3217.891357
	Iteration 2Q: 3 clusters Score -51648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51669.773438 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -51669.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51684.679688 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -51684.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51697.453125 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -51697.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51698.679688 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -51698.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51699.500000 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -51699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51699.500000 Penalty: 3217.891357
	Iteration 8F: 3 clusters Score -51699.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -119324.820312 Penalty: 1896.532593
	Iteration 0F: 2 clusters Score -119324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -116719.804688 Penalty: 3793.065186
	Iteration 0F: 3 clusters Score -116719.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -117467.445312 Penalty: 3793.065186
	Iteration 1F: 3 clusters Score -117467.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -117851.304688 Penalty: 3793.065186
	Iteration 2F: 3 clusters Score -117851.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -118310.968750 Penalty: 3793.065186
	Iteration 3F: 3 clusters Score -118311 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -118741.273438 Penalty: 3793.065186
	Iteration 4F: 3 clusters Score -118741.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -119041.812500 Penalty: 3793.065186
	Iteration 5F: 3 clusters Score -119041.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -119329.039062 Penalty: 3793.065186
	Iteration 6Q: 3 clusters Score -119329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -119567.890625 Penalty: 3793.065186
	Iteration 7Q: 3 clusters Score -119567.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -119683.968750 Penalty: 3793.065186
	Iteration 8Q: 3 clusters Score -119684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -119722.109375 Penalty: 3793.065186
	Iteration 9Q: 3 clusters Score -119722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -119737.078125 Penalty: 3793.065186
	Iteration 10Q: 3 clusters Score -119737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -119744.718750 Penalty: 3793.065186
	Iteration 11Q: 3 clusters Score -119744.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119753.054688 Penalty: 3793.065186
	Iteration 12Q: 3 clusters Score -119753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119770.820312 Penalty: 3793.065186
	Iteration 13Q: 3 clusters Score -119770.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -119785.859375 Penalty: 3793.065186
	Iteration 14Q: 3 clusters Score -119785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -119793.679688 Penalty: 3793.065186
	Iteration 15Q: 3 clusters Score -119793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119798.179688 Penalty: 3793.065186
	Iteration 16Q: 3 clusters Score -119798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119799.515625 Penalty: 3793.065186
	Iteration 17Q: 3 clusters Score -119799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -119799.984375 Penalty: 3793.065186
	Iteration 18Q: 3 clusters Score -119800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119802.015625 Penalty: 3793.065186
	Iteration 19Q: 3 clusters Score -119802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -119806.421875 Penalty: 3793.065186
	Iteration 20F: 3 clusters Score -119806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119820.039062 Penalty: 3793.065186
	Iteration 21Q: 3 clusters Score -119820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -119821.148438 Penalty: 3793.065186
	Iteration 22Q: 3 clusters Score -119821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -119822.812500 Penalty: 3793.065186
	Iteration 23Q: 3 clusters Score -119822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -119823.890625 Penalty: 3793.065186
	Iteration 24Q: 3 clusters Score -119823.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -119823.890625 Penalty: 3793.065186
	Iteration 25F: 3 clusters Score -119823.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Mstep: Class 51 contains 835 members 
Entering Unmasked Estep 
Score: -51158716.000000 Penalty: 169439.390625
Splitting cluster 17 changes total score from -51159660.000000 to -51158716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Entering Unmasked Estep 
Score: -1347525.125000 Penalty: 2405.742920
	Iteration 0F: 2 clusters Score -1347525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1335836.125000 Penalty: 4811.485840
	Iteration 0F: 3 clusters Score -1335836 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1339632.500000 Penalty: 4811.485840
	Iteration 1F: 3 clusters Score -1339632 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1339972.500000 Penalty: 4811.485840
	Iteration 2F: 3 clusters Score -1339972 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1340226.250000 Penalty: 4811.485840
	Iteration 3Q: 3 clusters Score -1340226 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1340425.875000 Penalty: 4811.485840
	Iteration 4Q: 3 clusters Score -1340426 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1340618.500000 Penalty: 4811.485840
	Iteration 5Q: 3 clusters Score -1340618 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1340813.875000 Penalty: 4811.485840
	Iteration 6Q: 3 clusters Score -1340814 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1341035.250000 Penalty: 4811.485840
	Iteration 7Q: 3 clusters Score -1341035 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1341306.500000 Penalty: 4811.485840
	Iteration 8Q: 3 clusters Score -1341306 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1341642.125000 Penalty: 4811.485840
	Iteration 9Q: 3 clusters Score -1341642 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1342073.125000 Penalty: 4811.485840
	Iteration 10Q: 3 clusters Score -1342073 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1342595.250000 Penalty: 4811.485840
	Iteration 11Q: 3 clusters Score -1342595 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1343157.875000 Penalty: 4811.485840
	Iteration 12F: 3 clusters Score -1343158 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1343667.875000 Penalty: 4811.485840
	Iteration 13Q: 3 clusters Score -1343668 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1344103.875000 Penalty: 4811.485840
	Iteration 14Q: 3 clusters Score -1344104 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1344498.375000 Penalty: 4811.485840
	Iteration 15Q: 3 clusters Score -1344498 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1344798.000000 Penalty: 4811.485840
	Iteration 16Q: 3 clusters Score -1344798 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1345017.000000 Penalty: 4811.485840
	Iteration 17Q: 3 clusters Score -1345017 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1345187.125000 Penalty: 4811.485840
	Iteration 18Q: 3 clusters Score -1345187 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1345312.375000 Penalty: 4811.485840
	Iteration 19Q: 3 clusters Score -1345312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1345388.000000 Penalty: 4811.485840
	Iteration 20F: 3 clusters Score -1345388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1345422.375000 Penalty: 4811.485840
	Iteration 21Q: 3 clusters Score -1345422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1345444.625000 Penalty: 4811.485840
	Iteration 22Q: 3 clusters Score -1345445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1345460.250000 Penalty: 4811.485840
	Iteration 23Q: 3 clusters Score -1345460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1345470.375000 Penalty: 4811.485840
	Iteration 24Q: 3 clusters Score -1345470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1345484.000000 Penalty: 4811.485840
	Iteration 25Q: 3 clusters Score -1345484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1345493.250000 Penalty: 4811.485840
	Iteration 26Q: 3 clusters Score -1345493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1345506.125000 Penalty: 4811.485840
	Iteration 27Q: 3 clusters Score -1345506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1345518.125000 Penalty: 4811.485840
	Iteration 28Q: 3 clusters Score -1345518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1345528.375000 Penalty: 4811.485840
	Iteration 29Q: 3 clusters Score -1345528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1345540.750000 Penalty: 4811.485840
	Iteration 30Q: 3 clusters Score -1345541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1345550.250000 Penalty: 4811.485840
	Iteration 31Q: 3 clusters Score -1345550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1345556.375000 Penalty: 4811.485840
	Iteration 32Q: 3 clusters Score -1345556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1345557.000000 Penalty: 4811.485840
	Iteration 33Q: 3 clusters Score -1345557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1345557.500000 Penalty: 4811.485840
	Iteration 34Q: 3 clusters Score -1345558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1345560.125000 Penalty: 4811.485840
	Iteration 35Q: 3 clusters Score -1345560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1345562.500000 Penalty: 4811.485840
	Iteration 36Q: 3 clusters Score -1345562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1345565.750000 Penalty: 4811.485840
	Iteration 37Q: 3 clusters Score -1345566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1345571.250000 Penalty: 4811.485840
	Iteration 38Q: 3 clusters Score -1345571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1345576.375000 Penalty: 4811.485840
	Iteration 39Q: 3 clusters Score -1345576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1345574.625000 Penalty: 4811.485840
	Iteration 40F: 3 clusters Score -1345575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Entering Unmasked Estep 
Score: -4654102.000000 Penalty: 2715.478027
	Iteration 0F: 2 clusters Score -4654102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4616085.500000 Penalty: 5430.956055
	Iteration 0F: 3 clusters Score -4616086 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4630850.500000 Penalty: 5430.956055
	Iteration 1F: 3 clusters Score -4630850 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4631676.500000 Penalty: 5430.956055
	Iteration 2Q: 3 clusters Score -4631676 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4632790.500000 Penalty: 5430.956055
	Iteration 3Q: 3 clusters Score -4632790 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4634247.500000 Penalty: 5430.956055
	Iteration 4F: 3 clusters Score -4634248 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4636258.000000 Penalty: 5430.956055
	Iteration 5F: 3 clusters Score -4636258 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4638818.000000 Penalty: 5430.956055
	Iteration 6F: 3 clusters Score -4638818 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4641741.500000 Penalty: 5430.956055
	Iteration 7F: 3 clusters Score -4641742 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4644517.000000 Penalty: 5430.956055
	Iteration 8F: 3 clusters Score -4644517 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4646955.500000 Penalty: 5430.956055
	Iteration 9F: 3 clusters Score -4646956 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4648878.500000 Penalty: 5430.956055
	Iteration 10Q: 3 clusters Score -4648878 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4650203.000000 Penalty: 5430.956055
	Iteration 11Q: 3 clusters Score -4650203 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4650952.500000 Penalty: 5430.956055
	Iteration 12Q: 3 clusters Score -4650952 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4651292.000000 Penalty: 5430.956055
	Iteration 13Q: 3 clusters Score -4651292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4651467.000000 Penalty: 5430.956055
	Iteration 14Q: 3 clusters Score -4651467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4651558.000000 Penalty: 5430.956055
	Iteration 15Q: 3 clusters Score -4651558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4651606.000000 Penalty: 5430.956055
	Iteration 16Q: 3 clusters Score -4651606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4651630.000000 Penalty: 5430.956055
	Iteration 17Q: 3 clusters Score -4651630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4651651.500000 Penalty: 5430.956055
	Iteration 18Q: 3 clusters Score -4651652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4651669.500000 Penalty: 5430.956055
	Iteration 19Q: 3 clusters Score -4651670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4651673.000000 Penalty: 5430.956055
	Iteration 20F: 3 clusters Score -4651673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4651685.000000 Penalty: 5430.956055
	Iteration 21Q: 3 clusters Score -4651685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4651684.000000 Penalty: 5430.956055
	Iteration 22Q: 3 clusters Score -4651684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4651684.000000 Penalty: 5430.956055
	Iteration 23F: 3 clusters Score -4651684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -269187.218750 Penalty: 2018.001587
	Iteration 0F: 2 clusters Score -269187.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -265684.375000 Penalty: 4036.003174
	Iteration 0F: 3 clusters Score -265684.4 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -266504.906250 Penalty: 4036.003174
	Iteration 1F: 3 clusters Score -266504.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -266766.031250 Penalty: 4036.003174
	Iteration 2F: 3 clusters Score -266766 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -266958.781250 Penalty: 4036.003174
	Iteration 3F: 3 clusters Score -266958.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -267149.843750 Penalty: 4036.003174
	Iteration 4F: 3 clusters Score -267149.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -267363.406250 Penalty: 4036.003174
	Iteration 5Q: 3 clusters Score -267363.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -267618.437500 Penalty: 4036.003174
	Iteration 6Q: 3 clusters Score -267618.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267802.593750 Penalty: 4036.003174
	Iteration 7Q: 3 clusters Score -267802.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -267936.875000 Penalty: 4036.003174
	Iteration 8Q: 3 clusters Score -267936.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -268045.156250 Penalty: 4036.003174
	Iteration 9Q: 3 clusters Score -268045.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -268207.875000 Penalty: 4036.003174
	Iteration 10Q: 3 clusters Score -268207.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -268415.750000 Penalty: 4036.003174
	Iteration 11Q: 3 clusters Score -268415.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -268645.343750 Penalty: 4036.003174
	Iteration 12Q: 3 clusters Score -268645.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -268897.531250 Penalty: 4036.003174
	Iteration 13Q: 3 clusters Score -268897.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -269153.718750 Penalty: 4036.003174
	Iteration 14Q: 3 clusters Score -269153.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -269257.437500 Penalty: 4036.003174
	Iteration 15Q: 3 clusters Score -269257.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -269277.781250 Penalty: 4036.003174
	Iteration 16Q: 3 clusters Score -269277.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -269288.968750 Penalty: 4036.003174
	Iteration 17Q: 3 clusters Score -269289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -269297.156250 Penalty: 4036.003174
	Iteration 18Q: 3 clusters Score -269297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -269300.656250 Penalty: 4036.003174
	Iteration 19Q: 3 clusters Score -269300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -269302.656250 Penalty: 4036.003174
	Iteration 20F: 3 clusters Score -269302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -269302.968750 Penalty: 4036.003174
	Iteration 21Q: 3 clusters Score -269303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -269303.937500 Penalty: 4036.003174
	Iteration 22Q: 3 clusters Score -269303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -269303.687500 Penalty: 4036.003174
	Iteration 23Q: 3 clusters Score -269303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -269305.062500 Penalty: 4036.003174
	Iteration 24Q: 3 clusters Score -269305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -269304.781250 Penalty: 4036.003174
	Iteration 25Q: 3 clusters Score -269304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -269305.343750 Penalty: 4036.003174
	Iteration 26Q: 3 clusters Score -269305.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -269305.250000 Penalty: 4036.003174
	Iteration 27Q: 3 clusters Score -269305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -269305.687500 Penalty: 4036.003174
	Iteration 28Q: 3 clusters Score -269305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -269305.906250 Penalty: 4036.003174
	Iteration 29Q: 3 clusters Score -269305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -269306.687500 Penalty: 4036.003174
	Iteration 30Q: 3 clusters Score -269306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -269307.531250 Penalty: 4036.003174
	Iteration 31Q: 3 clusters Score -269307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -269307.406250 Penalty: 4036.003174
	Iteration 32Q: 3 clusters Score -269307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -269307.406250 Penalty: 4036.003174
	Iteration 33F: 3 clusters Score -269307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 1430 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Mstep: Class 51 contains 1989 members 
Entering Unmasked Estep 
Score: -51158448.000000 Penalty: 169439.390625
Splitting cluster 20 changes total score from -51159660.000000 to -51158448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -124550.734375 Penalty: 1823.881836
	Iteration 0F: 2 clusters Score -124550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122187.468750 Penalty: 3647.763672
	Iteration 0F: 3 clusters Score -122187.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122569.625000 Penalty: 3647.763672
	Iteration 1F: 3 clusters Score -122569.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122682.710938 Penalty: 3647.763672
	Iteration 2F: 3 clusters Score -122682.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122749.789062 Penalty: 3647.763672
	Iteration 3Q: 3 clusters Score -122749.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122780.937500 Penalty: 3647.763672
	Iteration 4Q: 3 clusters Score -122780.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122797.117188 Penalty: 3647.763672
	Iteration 5Q: 3 clusters Score -122797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122807.281250 Penalty: 3647.763672
	Iteration 6Q: 3 clusters Score -122807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122818.226562 Penalty: 3647.763672
	Iteration 7Q: 3 clusters Score -122818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122826.250000 Penalty: 3647.763672
	Iteration 8Q: 3 clusters Score -122826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122834.609375 Penalty: 3647.763672
	Iteration 9Q: 3 clusters Score -122834.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122839.406250 Penalty: 3647.763672
	Iteration 10Q: 3 clusters Score -122839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122846.132812 Penalty: 3647.763672
	Iteration 11Q: 3 clusters Score -122846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -122849.929688 Penalty: 3647.763672
	Iteration 12Q: 3 clusters Score -122849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122851.992188 Penalty: 3647.763672
	Iteration 13Q: 3 clusters Score -122852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122852.718750 Penalty: 3647.763672
	Iteration 14Q: 3 clusters Score -122852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122852.718750 Penalty: 3647.763672
	Iteration 15F: 3 clusters Score -122852.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -110005.757812 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -110005.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -107637.414062 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -107637.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -108079.507812 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -108079.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -108237.328125 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -108237.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108358.117188 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -108358.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -108453.039062 Penalty: 3669.190430
	Iteration 4F: 3 clusters Score -108453 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108524.648438 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -108524.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -108576.148438 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -108576.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -108612.828125 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -108612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -108645.796875 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -108645.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -108685.843750 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -108685.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -108733.140625 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -108733.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -108792.164062 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -108792.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -108858.312500 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -108858.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -108900.687500 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -108900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -108934.726562 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -108934.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -108955.179688 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -108955.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108972.437500 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -108972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -109001.695312 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -109001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -109014.476562 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -109014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -109024.953125 Penalty: 3669.190430
	Iteration 19Q: 3 clusters Score -109025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -109038.187500 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -109038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -109043.523438 Penalty: 3669.190430
	Iteration 21Q: 3 clusters Score -109043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -109050.875000 Penalty: 3669.190430
	Iteration 22Q: 3 clusters Score -109050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -109052.734375 Penalty: 3669.190430
	Iteration 23Q: 3 clusters Score -109052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -109054.406250 Penalty: 3669.190430
	Iteration 24Q: 3 clusters Score -109054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -109054.789062 Penalty: 3669.190430
	Iteration 25Q: 3 clusters Score -109054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -109054.789062 Penalty: 3669.190430
	Iteration 26F: 3 clusters Score -109054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115312.210938 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115312.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -115725.414062 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115725.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115881.984375 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -115882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -116001.828125 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -116001.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -116129.726562 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -116129.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116345.546875 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -116345.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116665.257812 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -116665.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -116899.578125 Penalty: 3631.965088
	Iteration 7F: 3 clusters Score -116899.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -117068.039062 Penalty: 3631.965088
	Iteration 8F: 3 clusters Score -117068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -117222.718750 Penalty: 3631.965088
	Iteration 9F: 3 clusters Score -117222.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -117340.648438 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -117340.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -117410.914062 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -117410.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -117451.875000 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -117451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -117477.687500 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -117477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -117501.882812 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -117501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -117523.578125 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -117523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -117539.515625 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -117539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -117544.101562 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -117544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -117549.710938 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -117549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -117551.007812 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -117551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -117551.007812 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -117551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Entering Unmasked Estep 
Score: -5024455.000000 Penalty: 2729.897461
	Iteration 0F: 2 clusters Score -5024455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4984126.000000 Penalty: 5459.794922
	Iteration 0F: 3 clusters Score -4984126 nChanged 28017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4999748.000000 Penalty: 5459.794922
	Iteration 1F: 3 clusters Score -4999748 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5000523.000000 Penalty: 5459.794922
	Iteration 2Q: 3 clusters Score -5000523 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -5001534.000000 Penalty: 5459.794922
	Iteration 3Q: 3 clusters Score -5001534 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -5002786.500000 Penalty: 5459.794922
	Iteration 4Q: 3 clusters Score -5002786 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5004595.000000 Penalty: 5459.794922
	Iteration 5F: 3 clusters Score -5004595 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -5007238.000000 Penalty: 5459.794922
	Iteration 6F: 3 clusters Score -5007238 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5010530.500000 Penalty: 5459.794922
	Iteration 7F: 3 clusters Score -5010530 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -5014064.500000 Penalty: 5459.794922
	Iteration 8F: 3 clusters Score -5014064 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5017101.500000 Penalty: 5459.794922
	Iteration 9F: 3 clusters Score -5017102 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5019235.000000 Penalty: 5459.794922
	Iteration 10Q: 3 clusters Score -5019235 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5020538.000000 Penalty: 5459.794922
	Iteration 11Q: 3 clusters Score -5020538 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5021265.500000 Penalty: 5459.794922
	Iteration 12Q: 3 clusters Score -5021266 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5021631.000000 Penalty: 5459.794922
	Iteration 13Q: 3 clusters Score -5021631 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5021805.500000 Penalty: 5459.794922
	Iteration 14Q: 3 clusters Score -5021806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5021899.500000 Penalty: 5459.794922
	Iteration 15Q: 3 clusters Score -5021900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5021961.000000 Penalty: 5459.794922
	Iteration 16Q: 3 clusters Score -5021961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5021993.500000 Penalty: 5459.794922
	Iteration 17Q: 3 clusters Score -5021994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5022017.000000 Penalty: 5459.794922
	Iteration 18Q: 3 clusters Score -5022017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5022025.500000 Penalty: 5459.794922
	Iteration 19Q: 3 clusters Score -5022026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5022031.000000 Penalty: 5459.794922
	Iteration 20F: 3 clusters Score -5022031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5022033.000000 Penalty: 5459.794922
	Iteration 21Q: 3 clusters Score -5022033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5022038.000000 Penalty: 5459.794922
	Iteration 22Q: 3 clusters Score -5022038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5022040.500000 Penalty: 5459.794922
	Iteration 23Q: 3 clusters Score -5022040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5022045.000000 Penalty: 5459.794922
	Iteration 24Q: 3 clusters Score -5022045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5022051.500000 Penalty: 5459.794922
	Iteration 25Q: 3 clusters Score -5022052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5022059.000000 Penalty: 5459.794922
	Iteration 26Q: 3 clusters Score -5022059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5022062.500000 Penalty: 5459.794922
	Iteration 27Q: 3 clusters Score -5022062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5022062.000000 Penalty: 5459.794922
	Iteration 28Q: 3 clusters Score -5022062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5022062.000000 Penalty: 5459.794922
	Iteration 29F: 3 clusters Score -5022062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Entering Unmasked Estep 
Score: -875960.375000 Penalty: 2334.756836
	Iteration 0F: 2 clusters Score -875960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -866872.687500 Penalty: 4669.513672
	Iteration 0F: 3 clusters Score -866872.7 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -869898.625000 Penalty: 4669.513672
	Iteration 1F: 3 clusters Score -869898.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -870519.812500 Penalty: 4669.513672
	Iteration 2F: 3 clusters Score -870519.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -871173.750000 Penalty: 4669.513672
	Iteration 3F: 3 clusters Score -871173.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -871827.625000 Penalty: 4669.513672
	Iteration 4F: 3 clusters Score -871827.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -872620.375000 Penalty: 4669.513672
	Iteration 5F: 3 clusters Score -872620.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -873301.437500 Penalty: 4669.513672
	Iteration 6F: 3 clusters Score -873301.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -873714.812500 Penalty: 4669.513672
	Iteration 7F: 3 clusters Score -873714.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -873957.000000 Penalty: 4669.513672
	Iteration 8Q: 3 clusters Score -873957 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -874125.937500 Penalty: 4669.513672
	Iteration 9Q: 3 clusters Score -874125.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -874239.500000 Penalty: 4669.513672
	Iteration 10Q: 3 clusters Score -874239.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -874312.750000 Penalty: 4669.513672
	Iteration 11Q: 3 clusters Score -874312.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -874357.375000 Penalty: 4669.513672
	Iteration 12Q: 3 clusters Score -874357.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -874388.437500 Penalty: 4669.513672
	Iteration 13Q: 3 clusters Score -874388.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -874409.187500 Penalty: 4669.513672
	Iteration 14Q: 3 clusters Score -874409.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -874423.000000 Penalty: 4669.513672
	Iteration 15Q: 3 clusters Score -874423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -874434.812500 Penalty: 4669.513672
	Iteration 16Q: 3 clusters Score -874434.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -874445.937500 Penalty: 4669.513672
	Iteration 17Q: 3 clusters Score -874445.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -874454.875000 Penalty: 4669.513672
	Iteration 18Q: 3 clusters Score -874454.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -874465.125000 Penalty: 4669.513672
	Iteration 19Q: 3 clusters Score -874465.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -874474.937500 Penalty: 4669.513672
	Iteration 20F: 3 clusters Score -874474.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -874485.562500 Penalty: 4669.513672
	Iteration 21Q: 3 clusters Score -874485.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -874491.375000 Penalty: 4669.513672
	Iteration 22Q: 3 clusters Score -874491.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -874500.625000 Penalty: 4669.513672
	Iteration 23Q: 3 clusters Score -874500.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -874510.562500 Penalty: 4669.513672
	Iteration 24Q: 3 clusters Score -874510.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -874514.250000 Penalty: 4669.513672
	Iteration 25Q: 3 clusters Score -874514.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -874523.125000 Penalty: 4669.513672
	Iteration 26Q: 3 clusters Score -874523.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -874527.500000 Penalty: 4669.513672
	Iteration 27Q: 3 clusters Score -874527.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -874532.687500 Penalty: 4669.513672
	Iteration 28Q: 3 clusters Score -874532.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -874537.750000 Penalty: 4669.513672
	Iteration 29Q: 3 clusters Score -874537.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -874543.312500 Penalty: 4669.513672
	Iteration 30Q: 3 clusters Score -874543.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -874549.812500 Penalty: 4669.513672
	Iteration 31Q: 3 clusters Score -874549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -874553.250000 Penalty: 4669.513672
	Iteration 32Q: 3 clusters Score -874553.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -874552.750000 Penalty: 4669.513672
	Iteration 33Q: 3 clusters Score -874552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -874555.562500 Penalty: 4669.513672
	Iteration 34Q: 3 clusters Score -874555.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -874561.062500 Penalty: 4669.513672
	Iteration 35Q: 3 clusters Score -874561.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -874566.187500 Penalty: 4669.513672
	Iteration 36Q: 3 clusters Score -874566.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -874568.562500 Penalty: 4669.513672
	Iteration 37Q: 3 clusters Score -874568.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -874570.875000 Penalty: 4669.513672
	Iteration 38Q: 3 clusters Score -874570.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -874577.125000 Penalty: 4669.513672
	Iteration 39Q: 3 clusters Score -874577.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -874582.562500 Penalty: 4669.513672
	Iteration 40F: 3 clusters Score -874582.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -874585.875000 Penalty: 4669.513672
	Iteration 41Q: 3 clusters Score -874585.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -874594.625000 Penalty: 4669.513672
	Iteration 42Q: 3 clusters Score -874594.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -874599.812500 Penalty: 4669.513672
	Iteration 43Q: 3 clusters Score -874599.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -874600.312500 Penalty: 4669.513672
	Iteration 44Q: 3 clusters Score -874600.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -874604.812500 Penalty: 4669.513672
	Iteration 45Q: 3 clusters Score -874604.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -874609.875000 Penalty: 4669.513672
	Iteration 46Q: 3 clusters Score -874609.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -874615.062500 Penalty: 4669.513672
	Iteration 47Q: 3 clusters Score -874615.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -874623.437500 Penalty: 4669.513672
	Iteration 48Q: 3 clusters Score -874623.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -874628.062500 Penalty: 4669.513672
	Iteration 49Q: 3 clusters Score -874628.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -874630.000000 Penalty: 4669.513672
	Iteration 50Q: 3 clusters Score -874630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -874637.062500 Penalty: 4669.513672
	Iteration 51Q: 3 clusters Score -874637.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -874645.187500 Penalty: 4669.513672
	Iteration 52Q: 3 clusters Score -874645.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -874654.187500 Penalty: 4669.513672
	Iteration 53Q: 3 clusters Score -874654.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -874667.812500 Penalty: 4669.513672
	Iteration 54Q: 3 clusters Score -874667.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -874678.937500 Penalty: 4669.513672
	Iteration 55Q: 3 clusters Score -874678.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -874692.312500 Penalty: 4669.513672
	Iteration 56Q: 3 clusters Score -874692.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -874704.375000 Penalty: 4669.513672
	Iteration 57Q: 3 clusters Score -874704.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -874718.562500 Penalty: 4669.513672
	Iteration 58Q: 3 clusters Score -874718.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -874731.375000 Penalty: 4669.513672
	Iteration 59Q: 3 clusters Score -874731.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -874749.500000 Penalty: 4669.513672
	Iteration 60F: 3 clusters Score -874749.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -874767.375000 Penalty: 4669.513672
	Iteration 61Q: 3 clusters Score -874767.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -874781.812500 Penalty: 4669.513672
	Iteration 62Q: 3 clusters Score -874781.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -874792.125000 Penalty: 4669.513672
	Iteration 63Q: 3 clusters Score -874792.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -874810.375000 Penalty: 4669.513672
	Iteration 64Q: 3 clusters Score -874810.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -874820.937500 Penalty: 4669.513672
	Iteration 65Q: 3 clusters Score -874820.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -874840.250000 Penalty: 4669.513672
	Iteration 66Q: 3 clusters Score -874840.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -874857.812500 Penalty: 4669.513672
	Iteration 67Q: 3 clusters Score -874857.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -874875.500000 Penalty: 4669.513672
	Iteration 68Q: 3 clusters Score -874875.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -874887.125000 Penalty: 4669.513672
	Iteration 69Q: 3 clusters Score -874887.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -874901.000000 Penalty: 4669.513672
	Iteration 70Q: 3 clusters Score -874901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -874915.500000 Penalty: 4669.513672
	Iteration 71Q: 3 clusters Score -874915.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -874928.500000 Penalty: 4669.513672
	Iteration 72Q: 3 clusters Score -874928.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -874940.437500 Penalty: 4669.513672
	Iteration 73Q: 3 clusters Score -874940.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -874952.812500 Penalty: 4669.513672
	Iteration 74Q: 3 clusters Score -874952.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -874963.500000 Penalty: 4669.513672
	Iteration 75Q: 3 clusters Score -874963.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -874972.562500 Penalty: 4669.513672
	Iteration 76Q: 3 clusters Score -874972.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -874979.500000 Penalty: 4669.513672
	Iteration 77Q: 3 clusters Score -874979.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -874988.125000 Penalty: 4669.513672
	Iteration 78Q: 3 clusters Score -874988.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -874994.562500 Penalty: 4669.513672
	Iteration 79Q: 3 clusters Score -874994.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -875003.500000 Penalty: 4669.513672
	Iteration 80F: 3 clusters Score -875003.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -875010.187500 Penalty: 4669.513672
	Iteration 81Q: 3 clusters Score -875010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -875011.812500 Penalty: 4669.513672
	Iteration 82Q: 3 clusters Score -875011.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -875018.375000 Penalty: 4669.513672
	Iteration 83Q: 3 clusters Score -875018.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -875021.312500 Penalty: 4669.513672
	Iteration 84Q: 3 clusters Score -875021.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -875030.062500 Penalty: 4669.513672
	Iteration 85Q: 3 clusters Score -875030.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -875037.312500 Penalty: 4669.513672
	Iteration 86Q: 3 clusters Score -875037.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -875042.000000 Penalty: 4669.513672
	Iteration 87Q: 3 clusters Score -875042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -875050.937500 Penalty: 4669.513672
	Iteration 88Q: 3 clusters Score -875050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -875056.000000 Penalty: 4669.513672
	Iteration 89Q: 3 clusters Score -875056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -875063.000000 Penalty: 4669.513672
	Iteration 90Q: 3 clusters Score -875063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -875065.875000 Penalty: 4669.513672
	Iteration 91Q: 3 clusters Score -875065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -875070.437500 Penalty: 4669.513672
	Iteration 92Q: 3 clusters Score -875070.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -875072.875000 Penalty: 4669.513672
	Iteration 93Q: 3 clusters Score -875072.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -875082.562500 Penalty: 4669.513672
	Iteration 94Q: 3 clusters Score -875082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -875085.625000 Penalty: 4669.513672
	Iteration 95Q: 3 clusters Score -875085.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -875094.437500 Penalty: 4669.513672
	Iteration 96Q: 3 clusters Score -875094.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -875099.000000 Penalty: 4669.513672
	Iteration 97Q: 3 clusters Score -875099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -875104.687500 Penalty: 4669.513672
	Iteration 98Q: 3 clusters Score -875104.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -875108.187500 Penalty: 4669.513672
	Iteration 99Q: 3 clusters Score -875108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -875110.375000 Penalty: 4669.513672
	Iteration 100F: 3 clusters Score -875110.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -875113.750000 Penalty: 4669.513672
	Iteration 101Q: 3 clusters Score -875113.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -875116.875000 Penalty: 4669.513672
	Iteration 102Q: 3 clusters Score -875116.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -875123.437500 Penalty: 4669.513672
	Iteration 103Q: 3 clusters Score -875123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -875124.812500 Penalty: 4669.513672
	Iteration 104Q: 3 clusters Score -875124.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -875130.750000 Penalty: 4669.513672
	Iteration 105Q: 3 clusters Score -875130.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -875137.375000 Penalty: 4669.513672
	Iteration 106Q: 3 clusters Score -875137.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -875141.187500 Penalty: 4669.513672
	Iteration 107Q: 3 clusters Score -875141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -875142.562500 Penalty: 4669.513672
	Iteration 108Q: 3 clusters Score -875142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -875146.000000 Penalty: 4669.513672
	Iteration 109Q: 3 clusters Score -875146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -875150.687500 Penalty: 4669.513672
	Iteration 110Q: 3 clusters Score -875150.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -875152.062500 Penalty: 4669.513672
	Iteration 111Q: 3 clusters Score -875152.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -875158.312500 Penalty: 4669.513672
	Iteration 112Q: 3 clusters Score -875158.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -875162.875000 Penalty: 4669.513672
	Iteration 113Q: 3 clusters Score -875162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -875164.125000 Penalty: 4669.513672
	Iteration 114Q: 3 clusters Score -875164.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -875169.687500 Penalty: 4669.513672
	Iteration 115Q: 3 clusters Score -875169.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -875169.062500 Penalty: 4669.513672
	Iteration 116Q: 3 clusters Score -875169.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -875172.187500 Penalty: 4669.513672
	Iteration 117Q: 3 clusters Score -875172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -875170.125000 Penalty: 4669.513672
	Iteration 118Q: 3 clusters Score -875170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -875172.375000 Penalty: 4669.513672
	Iteration 119Q: 3 clusters Score -875172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -875173.062500 Penalty: 4669.513672
	Iteration 120F: 3 clusters Score -875173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -875177.187500 Penalty: 4669.513672
	Iteration 121Q: 3 clusters Score -875177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -875177.250000 Penalty: 4669.513672
	Iteration 122Q: 3 clusters Score -875177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -875178.000000 Penalty: 4669.513672
	Iteration 123Q: 3 clusters Score -875178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -875180.875000 Penalty: 4669.513672
	Iteration 124Q: 3 clusters Score -875180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -875181.250000 Penalty: 4669.513672
	Iteration 125Q: 3 clusters Score -875181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -875183.250000 Penalty: 4669.513672
	Iteration 126Q: 3 clusters Score -875183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -875183.562500 Penalty: 4669.513672
	Iteration 127Q: 3 clusters Score -875183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -875183.562500 Penalty: 4669.513672
	Iteration 128F: 3 clusters Score -875183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Entering Unmasked Estep 
Score: -1319649.250000 Penalty: 2397.166016
	Iteration 0F: 2 clusters Score -1319649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1308356.250000 Penalty: 4794.332031
	Iteration 0F: 3 clusters Score -1308356 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1312087.250000 Penalty: 4794.332031
	Iteration 1F: 3 clusters Score -1312087 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1312558.625000 Penalty: 4794.332031
	Iteration 2F: 3 clusters Score -1312559 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1312964.750000 Penalty: 4794.332031
	Iteration 3F: 3 clusters Score -1312965 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1313372.875000 Penalty: 4794.332031
	Iteration 4F: 3 clusters Score -1313373 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1313799.000000 Penalty: 4794.332031
	Iteration 5F: 3 clusters Score -1313799 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1314236.625000 Penalty: 4794.332031
	Iteration 6Q: 3 clusters Score -1314237 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1314736.125000 Penalty: 4794.332031
	Iteration 7F: 3 clusters Score -1314736 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1315196.125000 Penalty: 4794.332031
	Iteration 8F: 3 clusters Score -1315196 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1315583.250000 Penalty: 4794.332031
	Iteration 9Q: 3 clusters Score -1315583 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1315900.250000 Penalty: 4794.332031
	Iteration 10Q: 3 clusters Score -1315900 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1316120.625000 Penalty: 4794.332031
	Iteration 11Q: 3 clusters Score -1316121 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1316273.250000 Penalty: 4794.332031
	Iteration 12Q: 3 clusters Score -1316273 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1316417.125000 Penalty: 4794.332031
	Iteration 13Q: 3 clusters Score -1316417 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1316541.750000 Penalty: 4794.332031
	Iteration 14Q: 3 clusters Score -1316542 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1316656.750000 Penalty: 4794.332031
	Iteration 15Q: 3 clusters Score -1316657 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1316762.125000 Penalty: 4794.332031
	Iteration 16Q: 3 clusters Score -1316762 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1316867.250000 Penalty: 4794.332031
	Iteration 17Q: 3 clusters Score -1316867 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1316962.000000 Penalty: 4794.332031
	Iteration 18Q: 3 clusters Score -1316962 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1317047.500000 Penalty: 4794.332031
	Iteration 19Q: 3 clusters Score -1317048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1317128.750000 Penalty: 4794.332031
	Iteration 20F: 3 clusters Score -1317129 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1317192.625000 Penalty: 4794.332031
	Iteration 21Q: 3 clusters Score -1317193 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1317257.625000 Penalty: 4794.332031
	Iteration 22Q: 3 clusters Score -1317258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1317303.875000 Penalty: 4794.332031
	Iteration 23Q: 3 clusters Score -1317304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1317343.125000 Penalty: 4794.332031
	Iteration 24Q: 3 clusters Score -1317343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1317390.250000 Penalty: 4794.332031
	Iteration 25Q: 3 clusters Score -1317390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1317421.250000 Penalty: 4794.332031
	Iteration 26Q: 3 clusters Score -1317421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1317456.000000 Penalty: 4794.332031
	Iteration 27Q: 3 clusters Score -1317456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1317474.375000 Penalty: 4794.332031
	Iteration 28Q: 3 clusters Score -1317474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1317489.625000 Penalty: 4794.332031
	Iteration 29Q: 3 clusters Score -1317490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1317500.000000 Penalty: 4794.332031
	Iteration 30Q: 3 clusters Score -1317500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1317510.750000 Penalty: 4794.332031
	Iteration 31Q: 3 clusters Score -1317511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1317516.125000 Penalty: 4794.332031
	Iteration 32Q: 3 clusters Score -1317516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1317527.250000 Penalty: 4794.332031
	Iteration 33Q: 3 clusters Score -1317527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1317530.000000 Penalty: 4794.332031
	Iteration 34Q: 3 clusters Score -1317530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1317536.000000 Penalty: 4794.332031
	Iteration 35Q: 3 clusters Score -1317536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1317541.000000 Penalty: 4794.332031
	Iteration 36Q: 3 clusters Score -1317541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1317549.250000 Penalty: 4794.332031
	Iteration 37Q: 3 clusters Score -1317549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1317547.500000 Penalty: 4794.332031
	Iteration 38Q: 3 clusters Score -1317548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1317557.250000 Penalty: 4794.332031
	Iteration 39Q: 3 clusters Score -1317557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1317561.000000 Penalty: 4794.332031
	Iteration 40F: 3 clusters Score -1317561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1317563.250000 Penalty: 4794.332031
	Iteration 41Q: 3 clusters Score -1317563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1317566.750000 Penalty: 4794.332031
	Iteration 42Q: 3 clusters Score -1317567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1317566.625000 Penalty: 4794.332031
	Iteration 43Q: 3 clusters Score -1317567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1317570.250000 Penalty: 4794.332031
	Iteration 44Q: 3 clusters Score -1317570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1317575.500000 Penalty: 4794.332031
	Iteration 45Q: 3 clusters Score -1317576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1317578.875000 Penalty: 4794.332031
	Iteration 46Q: 3 clusters Score -1317579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1317582.750000 Penalty: 4794.332031
	Iteration 47Q: 3 clusters Score -1317583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1317590.500000 Penalty: 4794.332031
	Iteration 48Q: 3 clusters Score -1317590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1317595.375000 Penalty: 4794.332031
	Iteration 49Q: 3 clusters Score -1317595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1317603.125000 Penalty: 4794.332031
	Iteration 50Q: 3 clusters Score -1317603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1317610.750000 Penalty: 4794.332031
	Iteration 51Q: 3 clusters Score -1317611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1317619.375000 Penalty: 4794.332031
	Iteration 52Q: 3 clusters Score -1317619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1317620.750000 Penalty: 4794.332031
	Iteration 53Q: 3 clusters Score -1317621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1317627.000000 Penalty: 4794.332031
	Iteration 54Q: 3 clusters Score -1317627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1317631.625000 Penalty: 4794.332031
	Iteration 55Q: 3 clusters Score -1317632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1317635.750000 Penalty: 4794.332031
	Iteration 56Q: 3 clusters Score -1317636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1317639.125000 Penalty: 4794.332031
	Iteration 57Q: 3 clusters Score -1317639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1317644.500000 Penalty: 4794.332031
	Iteration 58Q: 3 clusters Score -1317644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1317645.000000 Penalty: 4794.332031
	Iteration 59Q: 3 clusters Score -1317645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1317645.125000 Penalty: 4794.332031
	Iteration 60F: 3 clusters Score -1317645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1317645.000000 Penalty: 4794.332031
	Iteration 61Q: 3 clusters Score -1317645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1317649.625000 Penalty: 4794.332031
	Iteration 62Q: 3 clusters Score -1317650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1317651.250000 Penalty: 4794.332031
	Iteration 63Q: 3 clusters Score -1317651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1317657.750000 Penalty: 4794.332031
	Iteration 64Q: 3 clusters Score -1317658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1317663.375000 Penalty: 4794.332031
	Iteration 65Q: 3 clusters Score -1317663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1317666.125000 Penalty: 4794.332031
	Iteration 66Q: 3 clusters Score -1317666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1317667.875000 Penalty: 4794.332031
	Iteration 67Q: 3 clusters Score -1317668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1317672.250000 Penalty: 4794.332031
	Iteration 68Q: 3 clusters Score -1317672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1317672.125000 Penalty: 4794.332031
	Iteration 69Q: 3 clusters Score -1317672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1317673.750000 Penalty: 4794.332031
	Iteration 70Q: 3 clusters Score -1317674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1317678.125000 Penalty: 4794.332031
	Iteration 71Q: 3 clusters Score -1317678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1317681.000000 Penalty: 4794.332031
	Iteration 72Q: 3 clusters Score -1317681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1317686.375000 Penalty: 4794.332031
	Iteration 73Q: 3 clusters Score -1317686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1317686.125000 Penalty: 4794.332031
	Iteration 74Q: 3 clusters Score -1317686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1317686.875000 Penalty: 4794.332031
	Iteration 75Q: 3 clusters Score -1317687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1317689.500000 Penalty: 4794.332031
	Iteration 76Q: 3 clusters Score -1317690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1317687.500000 Penalty: 4794.332031
	Iteration 77Q: 3 clusters Score -1317688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1317691.625000 Penalty: 4794.332031
	Iteration 78Q: 3 clusters Score -1317692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1317689.750000 Penalty: 4794.332031
	Iteration 79Q: 3 clusters Score -1317690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1317688.875000 Penalty: 4794.332031
	Iteration 80F: 3 clusters Score -1317689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -131828.453125 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -131828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -129391.554688 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -129391.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129892.351562 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -129892.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -130116.929688 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -130116.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -130349.296875 Penalty: 3703.248779
	Iteration 3F: 3 clusters Score -130349.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -130558.046875 Penalty: 3703.248779
	Iteration 4F: 3 clusters Score -130558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -130760.406250 Penalty: 3703.248779
	Iteration 5F: 3 clusters Score -130760.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -130947.671875 Penalty: 3703.248779
	Iteration 6F: 3 clusters Score -130947.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -131097.187500 Penalty: 3703.248779
	Iteration 7Q: 3 clusters Score -131097.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -131198.187500 Penalty: 3703.248779
	Iteration 8Q: 3 clusters Score -131198.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131260.343750 Penalty: 3703.248779
	Iteration 9Q: 3 clusters Score -131260.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -131311.562500 Penalty: 3703.248779
	Iteration 10Q: 3 clusters Score -131311.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -131346.625000 Penalty: 3703.248779
	Iteration 11Q: 3 clusters Score -131346.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -131376.250000 Penalty: 3703.248779
	Iteration 12Q: 3 clusters Score -131376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -131400.984375 Penalty: 3703.248779
	Iteration 13Q: 3 clusters Score -131401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -131417.562500 Penalty: 3703.248779
	Iteration 14Q: 3 clusters Score -131417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -131427.562500 Penalty: 3703.248779
	Iteration 15Q: 3 clusters Score -131427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131433.593750 Penalty: 3703.248779
	Iteration 16Q: 3 clusters Score -131433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -131440.968750 Penalty: 3703.248779
	Iteration 17Q: 3 clusters Score -131441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131448.453125 Penalty: 3703.248779
	Iteration 18Q: 3 clusters Score -131448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131455.734375 Penalty: 3703.248779
	Iteration 19Q: 3 clusters Score -131455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131459.937500 Penalty: 3703.248779
	Iteration 20F: 3 clusters Score -131459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -131461.046875 Penalty: 3703.248779
	Iteration 21Q: 3 clusters Score -131461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -131461.046875 Penalty: 3703.248779
	Iteration 22F: 3 clusters Score -131461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Entering Unmasked Estep 
Score: -849654.187500 Penalty: 2293.509277
	Iteration 0F: 2 clusters Score -849654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -841815.687500 Penalty: 4587.018555
	Iteration 0F: 3 clusters Score -841815.7 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -844093.250000 Penalty: 4587.018555
	Iteration 1F: 3 clusters Score -844093.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -844428.125000 Penalty: 4587.018555
	Iteration 2F: 3 clusters Score -844428.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -844688.125000 Penalty: 4587.018555
	Iteration 3F: 3 clusters Score -844688.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -844939.000000 Penalty: 4587.018555
	Iteration 4Q: 3 clusters Score -844939 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -845204.062500 Penalty: 4587.018555
	Iteration 5Q: 3 clusters Score -845204.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -845523.125000 Penalty: 4587.018555
	Iteration 6Q: 3 clusters Score -845523.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -845876.625000 Penalty: 4587.018555
	Iteration 7F: 3 clusters Score -845876.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -846234.125000 Penalty: 4587.018555
	Iteration 8Q: 3 clusters Score -846234.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -846580.750000 Penalty: 4587.018555
	Iteration 9Q: 3 clusters Score -846580.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -846838.312500 Penalty: 4587.018555
	Iteration 10Q: 3 clusters Score -846838.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -847017.937500 Penalty: 4587.018555
	Iteration 11Q: 3 clusters Score -847017.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -847135.000000 Penalty: 4587.018555
	Iteration 12Q: 3 clusters Score -847135 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -847213.000000 Penalty: 4587.018555
	Iteration 13Q: 3 clusters Score -847213 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -847273.000000 Penalty: 4587.018555
	Iteration 14Q: 3 clusters Score -847273 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -847322.812500 Penalty: 4587.018555
	Iteration 15Q: 3 clusters Score -847322.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -847358.812500 Penalty: 4587.018555
	Iteration 16Q: 3 clusters Score -847358.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -847396.125000 Penalty: 4587.018555
	Iteration 17Q: 3 clusters Score -847396.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -847427.812500 Penalty: 4587.018555
	Iteration 18Q: 3 clusters Score -847427.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -847464.500000 Penalty: 4587.018555
	Iteration 19Q: 3 clusters Score -847464.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -847501.812500 Penalty: 4587.018555
	Iteration 20F: 3 clusters Score -847501.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -847531.375000 Penalty: 4587.018555
	Iteration 21Q: 3 clusters Score -847531.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -847569.875000 Penalty: 4587.018555
	Iteration 22Q: 3 clusters Score -847569.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -847595.687500 Penalty: 4587.018555
	Iteration 23Q: 3 clusters Score -847595.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -847618.562500 Penalty: 4587.018555
	Iteration 24Q: 3 clusters Score -847618.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -847629.437500 Penalty: 4587.018555
	Iteration 25Q: 3 clusters Score -847629.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -847645.000000 Penalty: 4587.018555
	Iteration 26Q: 3 clusters Score -847645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -847655.937500 Penalty: 4587.018555
	Iteration 27Q: 3 clusters Score -847655.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -847662.687500 Penalty: 4587.018555
	Iteration 28Q: 3 clusters Score -847662.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -847666.312500 Penalty: 4587.018555
	Iteration 29Q: 3 clusters Score -847666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -847673.437500 Penalty: 4587.018555
	Iteration 30Q: 3 clusters Score -847673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -847679.375000 Penalty: 4587.018555
	Iteration 31Q: 3 clusters Score -847679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -847680.875000 Penalty: 4587.018555
	Iteration 32Q: 3 clusters Score -847680.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -847684.750000 Penalty: 4587.018555
	Iteration 33Q: 3 clusters Score -847684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -847685.750000 Penalty: 4587.018555
	Iteration 34Q: 3 clusters Score -847685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -847690.937500 Penalty: 4587.018555
	Iteration 35Q: 3 clusters Score -847690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -847692.000000 Penalty: 4587.018555
	Iteration 36Q: 3 clusters Score -847692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -847691.000000 Penalty: 4587.018555
	Iteration 37Q: 3 clusters Score -847691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -847691.000000 Penalty: 4587.018555
	Iteration 38F: 3 clusters Score -847691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Entering Unmasked Estep 
Score: -2060322.250000 Penalty: 2498.422607
	Iteration 0F: 2 clusters Score -2060322 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 11843 members 
Entering Unmasked Estep 
Score: -2043806.875000 Penalty: 4996.845215
	Iteration 0F: 3 clusters Score -2043807 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2049713.500000 Penalty: 4996.845215
	Iteration 1F: 3 clusters Score -2049714 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2050326.875000 Penalty: 4996.845215
	Iteration 2F: 3 clusters Score -2050327 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2051082.000000 Penalty: 4996.845215
	Iteration 3F: 3 clusters Score -2051082 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2052103.000000 Penalty: 4996.845215
	Iteration 4F: 3 clusters Score -2052103 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2053314.375000 Penalty: 4996.845215
	Iteration 5F: 3 clusters Score -2053314 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2054583.625000 Penalty: 4996.845215
	Iteration 6F: 3 clusters Score -2054584 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2055694.000000 Penalty: 4996.845215
	Iteration 7F: 3 clusters Score -2055694 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2056610.250000 Penalty: 4996.845215
	Iteration 8F: 3 clusters Score -2056610 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2057321.125000 Penalty: 4996.845215
	Iteration 9Q: 3 clusters Score -2057321 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2057852.375000 Penalty: 4996.845215
	Iteration 10Q: 3 clusters Score -2057852 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2058270.375000 Penalty: 4996.845215
	Iteration 11Q: 3 clusters Score -2058270 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2058572.125000 Penalty: 4996.845215
	Iteration 12Q: 3 clusters Score -2058572 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2058797.000000 Penalty: 4996.845215
	Iteration 13Q: 3 clusters Score -2058797 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2058948.125000 Penalty: 4996.845215
	Iteration 14Q: 3 clusters Score -2058948 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2059058.625000 Penalty: 4996.845215
	Iteration 15Q: 3 clusters Score -2059059 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2059159.375000 Penalty: 4996.845215
	Iteration 16Q: 3 clusters Score -2059159 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2059240.250000 Penalty: 4996.845215
	Iteration 17Q: 3 clusters Score -2059240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2059302.125000 Penalty: 4996.845215
	Iteration 18Q: 3 clusters Score -2059302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2059338.625000 Penalty: 4996.845215
	Iteration 19Q: 3 clusters Score -2059339 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2059356.875000 Penalty: 4996.845215
	Iteration 20F: 3 clusters Score -2059357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2059380.750000 Penalty: 4996.845215
	Iteration 21Q: 3 clusters Score -2059381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2059394.750000 Penalty: 4996.845215
	Iteration 22Q: 3 clusters Score -2059395 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2059411.750000 Penalty: 4996.845215
	Iteration 23Q: 3 clusters Score -2059412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2059431.125000 Penalty: 4996.845215
	Iteration 24Q: 3 clusters Score -2059431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2059438.750000 Penalty: 4996.845215
	Iteration 25Q: 3 clusters Score -2059439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2059448.125000 Penalty: 4996.845215
	Iteration 26Q: 3 clusters Score -2059448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2059461.625000 Penalty: 4996.845215
	Iteration 27Q: 3 clusters Score -2059462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2059473.250000 Penalty: 4996.845215
	Iteration 28Q: 3 clusters Score -2059473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2059479.000000 Penalty: 4996.845215
	Iteration 29Q: 3 clusters Score -2059479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2059485.875000 Penalty: 4996.845215
	Iteration 30Q: 3 clusters Score -2059486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2059489.000000 Penalty: 4996.845215
	Iteration 31Q: 3 clusters Score -2059489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2059487.875000 Penalty: 4996.845215
	Iteration 32Q: 3 clusters Score -2059488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2059496.375000 Penalty: 4996.845215
	Iteration 33Q: 3 clusters Score -2059496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2059502.375000 Penalty: 4996.845215
	Iteration 34Q: 3 clusters Score -2059502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2059512.500000 Penalty: 4996.845215
	Iteration 35Q: 3 clusters Score -2059512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2059523.250000 Penalty: 4996.845215
	Iteration 36Q: 3 clusters Score -2059523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2059530.875000 Penalty: 4996.845215
	Iteration 37Q: 3 clusters Score -2059531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2059543.125000 Penalty: 4996.845215
	Iteration 38Q: 3 clusters Score -2059543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2059560.250000 Penalty: 4996.845215
	Iteration 39Q: 3 clusters Score -2059560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2059574.000000 Penalty: 4996.845215
	Iteration 40F: 3 clusters Score -2059574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2059576.875000 Penalty: 4996.845215
	Iteration 41Q: 3 clusters Score -2059577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2059590.000000 Penalty: 4996.845215
	Iteration 42Q: 3 clusters Score -2059590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2059605.250000 Penalty: 4996.845215
	Iteration 43Q: 3 clusters Score -2059605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2059618.375000 Penalty: 4996.845215
	Iteration 44Q: 3 clusters Score -2059618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2059620.750000 Penalty: 4996.845215
	Iteration 45Q: 3 clusters Score -2059621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2059629.750000 Penalty: 4996.845215
	Iteration 46Q: 3 clusters Score -2059630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2059644.000000 Penalty: 4996.845215
	Iteration 47Q: 3 clusters Score -2059644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2059640.875000 Penalty: 4996.845215
	Iteration 48Q: 3 clusters Score -2059641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2059642.875000 Penalty: 4996.845215
	Iteration 49Q: 3 clusters Score -2059643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2059644.125000 Penalty: 4996.845215
	Iteration 50Q: 3 clusters Score -2059644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2059645.750000 Penalty: 4996.845215
	Iteration 51Q: 3 clusters Score -2059646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2059651.750000 Penalty: 4996.845215
	Iteration 52Q: 3 clusters Score -2059652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2059656.375000 Penalty: 4996.845215
	Iteration 53Q: 3 clusters Score -2059656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2059653.750000 Penalty: 4996.845215
	Iteration 54Q: 3 clusters Score -2059654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2059652.750000 Penalty: 4996.845215
	Iteration 55Q: 3 clusters Score -2059653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2059651.875000 Penalty: 4996.845215
	Iteration 56Q: 3 clusters Score -2059652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2059655.125000 Penalty: 4996.845215
	Iteration 57Q: 3 clusters Score -2059655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2059660.375000 Penalty: 4996.845215
	Iteration 58Q: 3 clusters Score -2059660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2059662.125000 Penalty: 4996.845215
	Iteration 59Q: 3 clusters Score -2059662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2059661.000000 Penalty: 4996.845215
	Iteration 60F: 3 clusters Score -2059661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2059661.625000 Penalty: 4996.845215
	Iteration 61Q: 3 clusters Score -2059662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2059664.000000 Penalty: 4996.845215
	Iteration 62Q: 3 clusters Score -2059664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2059662.500000 Penalty: 4996.845215
	Iteration 63Q: 3 clusters Score -2059662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2059671.750000 Penalty: 4996.845215
	Iteration 64Q: 3 clusters Score -2059672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2059670.000000 Penalty: 4996.845215
	Iteration 65Q: 3 clusters Score -2059670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2059673.125000 Penalty: 4996.845215
	Iteration 66Q: 3 clusters Score -2059673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2059669.500000 Penalty: 4996.845215
	Iteration 67Q: 3 clusters Score -2059670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2059682.375000 Penalty: 4996.845215
	Iteration 68Q: 3 clusters Score -2059682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2059685.875000 Penalty: 4996.845215
	Iteration 69Q: 3 clusters Score -2059686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2059689.250000 Penalty: 4996.845215
	Iteration 70Q: 3 clusters Score -2059689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2059685.000000 Penalty: 4996.845215
	Iteration 71Q: 3 clusters Score -2059685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2059691.125000 Penalty: 4996.845215
	Iteration 72Q: 3 clusters Score -2059691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2059699.500000 Penalty: 4996.845215
	Iteration 73Q: 3 clusters Score -2059700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2059696.750000 Penalty: 4996.845215
	Iteration 74Q: 3 clusters Score -2059697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2059695.875000 Penalty: 4996.845215
	Iteration 75Q: 3 clusters Score -2059696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2059703.500000 Penalty: 4996.845215
	Iteration 76Q: 3 clusters Score -2059704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2059710.000000 Penalty: 4996.845215
	Iteration 77Q: 3 clusters Score -2059710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2059719.000000 Penalty: 4996.845215
	Iteration 78Q: 3 clusters Score -2059719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2059715.125000 Penalty: 4996.845215
	Iteration 79Q: 3 clusters Score -2059715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2059713.125000 Penalty: 4996.845215
	Iteration 80F: 3 clusters Score -2059713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2059715.625000 Penalty: 4996.845215
	Iteration 81Q: 3 clusters Score -2059716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2059717.250000 Penalty: 4996.845215
	Iteration 82Q: 3 clusters Score -2059717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2059722.750000 Penalty: 4996.845215
	Iteration 83Q: 3 clusters Score -2059723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2059727.250000 Penalty: 4996.845215
	Iteration 84Q: 3 clusters Score -2059727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2059732.750000 Penalty: 4996.845215
	Iteration 85Q: 3 clusters Score -2059733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2059734.875000 Penalty: 4996.845215
	Iteration 86Q: 3 clusters Score -2059735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2059737.750000 Penalty: 4996.845215
	Iteration 87Q: 3 clusters Score -2059738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2059743.250000 Penalty: 4996.845215
	Iteration 88Q: 3 clusters Score -2059743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2059746.125000 Penalty: 4996.845215
	Iteration 89Q: 3 clusters Score -2059746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2059746.500000 Penalty: 4996.845215
	Iteration 90Q: 3 clusters Score -2059746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2059745.125000 Penalty: 4996.845215
	Iteration 91Q: 3 clusters Score -2059745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2059758.375000 Penalty: 4996.845215
	Iteration 92Q: 3 clusters Score -2059758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2059751.125000 Penalty: 4996.845215
	Iteration 93Q: 3 clusters Score -2059751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2059747.625000 Penalty: 4996.845215
	Iteration 94Q: 3 clusters Score -2059748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2059751.250000 Penalty: 4996.845215
	Iteration 95Q: 3 clusters Score -2059751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2059756.750000 Penalty: 4996.845215
	Iteration 96Q: 3 clusters Score -2059757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2059761.250000 Penalty: 4996.845215
	Iteration 97Q: 3 clusters Score -2059761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2059761.625000 Penalty: 4996.845215
	Iteration 98Q: 3 clusters Score -2059762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2059767.625000 Penalty: 4996.845215
	Iteration 99Q: 3 clusters Score -2059768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2059766.500000 Penalty: 4996.845215
	Iteration 100F: 3 clusters Score -2059766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2059769.375000 Penalty: 4996.845215
	Iteration 101Q: 3 clusters Score -2059769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2059771.250000 Penalty: 4996.845215
	Iteration 102Q: 3 clusters Score -2059771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2059774.500000 Penalty: 4996.845215
	Iteration 103Q: 3 clusters Score -2059774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2059778.875000 Penalty: 4996.845215
	Iteration 104Q: 3 clusters Score -2059779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2059779.125000 Penalty: 4996.845215
	Iteration 105Q: 3 clusters Score -2059779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2059779.750000 Penalty: 4996.845215
	Iteration 106Q: 3 clusters Score -2059780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2059781.250000 Penalty: 4996.845215
	Iteration 107Q: 3 clusters Score -2059781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2059781.000000 Penalty: 4996.845215
	Iteration 108Q: 3 clusters Score -2059781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2059786.750000 Penalty: 4996.845215
	Iteration 109Q: 3 clusters Score -2059787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2059788.375000 Penalty: 4996.845215
	Iteration 110Q: 3 clusters Score -2059788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2059788.250000 Penalty: 4996.845215
	Iteration 111Q: 3 clusters Score -2059788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2059790.750000 Penalty: 4996.845215
	Iteration 112Q: 3 clusters Score -2059791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2059788.750000 Penalty: 4996.845215
	Iteration 113Q: 3 clusters Score -2059789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2059788.750000 Penalty: 4996.845215
	Iteration 114F: 3 clusters Score -2059789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -210072.828125 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -210072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -207019.156250 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -207019.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -207693.468750 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -207693.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -207898.250000 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -207898.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -207988.609375 Penalty: 3910.936768
	Iteration 3Q: 3 clusters Score -207988.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -208071.265625 Penalty: 3910.936768
	Iteration 4Q: 3 clusters Score -208071.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -208141.343750 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -208141.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -208206.265625 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -208206.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -208261.890625 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -208261.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -208326.828125 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -208326.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -208398.218750 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -208398.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208494.437500 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -208494.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -208613.609375 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -208613.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -208766.578125 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -208766.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -208933.687500 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -208933.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -209123.656250 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -209123.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -209266.187500 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -209266.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -209342.968750 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -209343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -209407.625000 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -209407.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -209448.765625 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -209448.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -209491.531250 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -209491.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -209522.515625 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -209522.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -209556.046875 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -209556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -209578.140625 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -209578.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -209591.078125 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -209591.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -209603.890625 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -209603.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -209614.687500 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -209614.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -209632.234375 Penalty: 3910.936768
	Iteration 26Q: 3 clusters Score -209632.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -209647.218750 Penalty: 3910.936768
	Iteration 27Q: 3 clusters Score -209647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -209656.125000 Penalty: 3910.936768
	Iteration 28Q: 3 clusters Score -209656.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -209665.531250 Penalty: 3910.936768
	Iteration 29Q: 3 clusters Score -209665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -209672.281250 Penalty: 3910.936768
	Iteration 30Q: 3 clusters Score -209672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -209680.421875 Penalty: 3910.936768
	Iteration 31Q: 3 clusters Score -209680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209684.687500 Penalty: 3910.936768
	Iteration 32Q: 3 clusters Score -209684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209687.484375 Penalty: 3910.936768
	Iteration 33Q: 3 clusters Score -209687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209688.015625 Penalty: 3910.936768
	Iteration 34Q: 3 clusters Score -209688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209688.015625 Penalty: 3910.936768
	Iteration 35F: 3 clusters Score -209688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -782830.375000 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -782830.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -775437.687500 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -775437.7 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -777619.125000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -777619.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -777898.937500 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -777898.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -778089.687500 Penalty: 4543.878418
	Iteration 3Q: 3 clusters Score -778089.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -778210.000000 Penalty: 4543.878418
	Iteration 4Q: 3 clusters Score -778210 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -778305.000000 Penalty: 4543.878418
	Iteration 5Q: 3 clusters Score -778305 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -778403.500000 Penalty: 4543.878418
	Iteration 6Q: 3 clusters Score -778403.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -778509.687500 Penalty: 4543.878418
	Iteration 7Q: 3 clusters Score -778509.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -778622.687500 Penalty: 4543.878418
	Iteration 8Q: 3 clusters Score -778622.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -778794.062500 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -778794.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -779031.687500 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -779031.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -779291.500000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -779291.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -779619.875000 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -779619.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -779953.250000 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -779953.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -780213.250000 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -780213.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -780451.125000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -780451.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -780648.125000 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -780648.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -780860.750000 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -780860.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -781112.312500 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -781112.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -781418.062500 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -781418.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -781760.375000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -781760.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -782066.187500 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -782066.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -782270.875000 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -782270.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -782449.062500 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -782449.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -782630.812500 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -782630.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -782810.875000 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -782810.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -782967.375000 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -782967.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -783075.437500 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -783075.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -783137.000000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -783137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -783166.500000 Penalty: 4543.878418
	Iteration 29Q: 3 clusters Score -783166.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -783179.562500 Penalty: 4543.878418
	Iteration 30Q: 3 clusters Score -783179.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -783190.250000 Penalty: 4543.878418
	Iteration 31Q: 3 clusters Score -783190.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -783197.000000 Penalty: 4543.878418
	Iteration 32Q: 3 clusters Score -783197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -783200.500000 Penalty: 4543.878418
	Iteration 33Q: 3 clusters Score -783200.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -783201.500000 Penalty: 4543.878418
	Iteration 34Q: 3 clusters Score -783201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -783202.000000 Penalty: 4543.878418
	Iteration 35Q: 3 clusters Score -783202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -783202.562500 Penalty: 4543.878418
	Iteration 36Q: 3 clusters Score -783202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -783204.937500 Penalty: 4543.878418
	Iteration 37Q: 3 clusters Score -783204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -783204.312500 Penalty: 4543.878418
	Iteration 38Q: 3 clusters Score -783204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -783211.250000 Penalty: 4543.878418
	Iteration 39F: 3 clusters Score -783211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -783214.250000 Penalty: 4543.878418
	Iteration 40F: 3 clusters Score -783214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -783215.062500 Penalty: 4543.878418
	Iteration 41Q: 3 clusters Score -783215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -783215.875000 Penalty: 4543.878418
	Iteration 42Q: 3 clusters Score -783215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -783215.375000 Penalty: 4543.878418
	Iteration 43Q: 3 clusters Score -783215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -783216.250000 Penalty: 4543.878418
	Iteration 44Q: 3 clusters Score -783216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -783216.250000 Penalty: 4543.878418
	Iteration 45Q: 3 clusters Score -783216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -783216.500000 Penalty: 4543.878418
	Iteration 46Q: 3 clusters Score -783216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -783217.375000 Penalty: 4543.878418
	Iteration 47Q: 3 clusters Score -783217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -783217.375000 Penalty: 4543.878418
	Iteration 48F: 3 clusters Score -783217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 4288 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Mstep: Class 51 contains 5231 members 
Entering Unmasked Estep 
Score: -51158808.000000 Penalty: 169439.390625
Splitting cluster 31 changes total score from -51159660.000000 to -51158808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (55539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Entering Unmasked Estep 
Score: -4467401.000000 Penalty: 2709.360596
	Iteration 0F: 2 clusters Score -4467401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -4430032.000000 Penalty: 5418.721191
	Iteration 0F: 3 clusters Score -4430032 nChanged 25877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4444668.500000 Penalty: 5418.721191
	Iteration 1F: 3 clusters Score -4444668 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -4445453.000000 Penalty: 5418.721191
	Iteration 2Q: 3 clusters Score -4445453 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4446283.000000 Penalty: 5418.721191
	Iteration 3Q: 3 clusters Score -4446283 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -4447179.000000 Penalty: 5418.721191
	Iteration 4Q: 3 clusters Score -4447179 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4448233.500000 Penalty: 5418.721191
	Iteration 5Q: 3 clusters Score -4448234 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4449514.500000 Penalty: 5418.721191
	Iteration 6Q: 3 clusters Score -4449514 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -4451057.000000 Penalty: 5418.721191
	Iteration 7F: 3 clusters Score -4451057 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4452988.500000 Penalty: 5418.721191
	Iteration 8F: 3 clusters Score -4452988 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4454998.000000 Penalty: 5418.721191
	Iteration 9F: 3 clusters Score -4454998 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4456847.500000 Penalty: 5418.721191
	Iteration 10Q: 3 clusters Score -4456848 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -4458389.500000 Penalty: 5418.721191
	Iteration 11Q: 3 clusters Score -4458390 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4459408.000000 Penalty: 5418.721191
	Iteration 12Q: 3 clusters Score -4459408 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4460078.000000 Penalty: 5418.721191
	Iteration 13Q: 3 clusters Score -4460078 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -4460628.000000 Penalty: 5418.721191
	Iteration 14Q: 3 clusters Score -4460628 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4461089.000000 Penalty: 5418.721191
	Iteration 15Q: 3 clusters Score -4461089 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4461485.500000 Penalty: 5418.721191
	Iteration 16Q: 3 clusters Score -4461486 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4461856.000000 Penalty: 5418.721191
	Iteration 17Q: 3 clusters Score -4461856 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4462169.000000 Penalty: 5418.721191
	Iteration 18Q: 3 clusters Score -4462169 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4462462.500000 Penalty: 5418.721191
	Iteration 19Q: 3 clusters Score -4462462 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4462737.000000 Penalty: 5418.721191
	Iteration 20F: 3 clusters Score -4462737 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4463052.000000 Penalty: 5418.721191
	Iteration 21Q: 3 clusters Score -4463052 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4463327.500000 Penalty: 5418.721191
	Iteration 22Q: 3 clusters Score -4463328 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4463609.000000 Penalty: 5418.721191
	Iteration 23Q: 3 clusters Score -4463609 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4463882.500000 Penalty: 5418.721191
	Iteration 24Q: 3 clusters Score -4463882 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -4464126.000000 Penalty: 5418.721191
	Iteration 25Q: 3 clusters Score -4464126 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4464340.500000 Penalty: 5418.721191
	Iteration 26Q: 3 clusters Score -4464340 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -4464507.500000 Penalty: 5418.721191
	Iteration 27Q: 3 clusters Score -4464508 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4464679.500000 Penalty: 5418.721191
	Iteration 28Q: 3 clusters Score -4464680 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4464804.500000 Penalty: 5418.721191
	Iteration 29Q: 3 clusters Score -4464804 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4464894.000000 Penalty: 5418.721191
	Iteration 30Q: 3 clusters Score -4464894 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -4465001.500000 Penalty: 5418.721191
	Iteration 31Q: 3 clusters Score -4465002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4465114.500000 Penalty: 5418.721191
	Iteration 32Q: 3 clusters Score -4465114 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4465196.500000 Penalty: 5418.721191
	Iteration 33Q: 3 clusters Score -4465196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4465271.500000 Penalty: 5418.721191
	Iteration 34Q: 3 clusters Score -4465272 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -4465286.000000 Penalty: 5418.721191
	Iteration 35Q: 3 clusters Score -4465286 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4465343.500000 Penalty: 5418.721191
	Iteration 36Q: 3 clusters Score -4465344 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -4465405.000000 Penalty: 5418.721191
	Iteration 37Q: 3 clusters Score -4465405 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4465448.500000 Penalty: 5418.721191
	Iteration 38Q: 3 clusters Score -4465448 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -4465500.500000 Penalty: 5418.721191
	Iteration 39Q: 3 clusters Score -4465500 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4465595.500000 Penalty: 5418.721191
	Iteration 40F: 3 clusters Score -4465596 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4465633.500000 Penalty: 5418.721191
	Iteration 41Q: 3 clusters Score -4465634 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4465693.500000 Penalty: 5418.721191
	Iteration 42Q: 3 clusters Score -4465694 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4465721.500000 Penalty: 5418.721191
	Iteration 43Q: 3 clusters Score -4465722 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4465805.500000 Penalty: 5418.721191
	Iteration 44Q: 3 clusters Score -4465806 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -4465850.500000 Penalty: 5418.721191
	Iteration 45Q: 3 clusters Score -4465850 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4465917.500000 Penalty: 5418.721191
	Iteration 46Q: 3 clusters Score -4465918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4465987.500000 Penalty: 5418.721191
	Iteration 47Q: 3 clusters Score -4465988 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4466024.000000 Penalty: 5418.721191
	Iteration 48Q: 3 clusters Score -4466024 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4466080.500000 Penalty: 5418.721191
	Iteration 49Q: 3 clusters Score -4466080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4466115.500000 Penalty: 5418.721191
	Iteration 50Q: 3 clusters Score -4466116 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4466188.500000 Penalty: 5418.721191
	Iteration 51Q: 3 clusters Score -4466188 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4466237.500000 Penalty: 5418.721191
	Iteration 52Q: 3 clusters Score -4466238 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4466268.500000 Penalty: 5418.721191
	Iteration 53Q: 3 clusters Score -4466268 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4466321.500000 Penalty: 5418.721191
	Iteration 54Q: 3 clusters Score -4466322 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4466363.500000 Penalty: 5418.721191
	Iteration 55Q: 3 clusters Score -4466364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4466372.500000 Penalty: 5418.721191
	Iteration 56Q: 3 clusters Score -4466372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4466392.000000 Penalty: 5418.721191
	Iteration 57Q: 3 clusters Score -4466392 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -4466401.000000 Penalty: 5418.721191
	Iteration 58Q: 3 clusters Score -4466401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4466412.000000 Penalty: 5418.721191
	Iteration 59Q: 3 clusters Score -4466412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4466409.500000 Penalty: 5418.721191
	Iteration 60F: 3 clusters Score -4466410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4466438.500000 Penalty: 5418.721191
	Iteration 61Q: 3 clusters Score -4466438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -4466445.000000 Penalty: 5418.721191
	Iteration 62Q: 3 clusters Score -4466445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4466451.500000 Penalty: 5418.721191
	Iteration 63Q: 3 clusters Score -4466452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4466463.000000 Penalty: 5418.721191
	Iteration 64Q: 3 clusters Score -4466463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4466472.000000 Penalty: 5418.721191
	Iteration 65Q: 3 clusters Score -4466472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4466472.500000 Penalty: 5418.721191
	Iteration 66Q: 3 clusters Score -4466472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4466468.500000 Penalty: 5418.721191
	Iteration 67Q: 3 clusters Score -4466468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4466475.000000 Penalty: 5418.721191
	Iteration 68Q: 3 clusters Score -4466475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4466484.500000 Penalty: 5418.721191
	Iteration 69Q: 3 clusters Score -4466484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -4466482.000000 Penalty: 5418.721191
	Iteration 70Q: 3 clusters Score -4466482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4466477.500000 Penalty: 5418.721191
	Iteration 71Q: 3 clusters Score -4466478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4466479.500000 Penalty: 5418.721191
	Iteration 72Q: 3 clusters Score -4466480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4466477.500000 Penalty: 5418.721191
	Iteration 73Q: 3 clusters Score -4466478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4466466.000000 Penalty: 5418.721191
	Iteration 74Q: 3 clusters Score -4466466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -4466471.000000 Penalty: 5418.721191
	Iteration 75Q: 3 clusters Score -4466471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4466471.500000 Penalty: 5418.721191
	Iteration 76Q: 3 clusters Score -4466472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4466467.500000 Penalty: 5418.721191
	Iteration 77Q: 3 clusters Score -4466468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4466470.500000 Penalty: 5418.721191
	Iteration 78Q: 3 clusters Score -4466470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4466468.000000 Penalty: 5418.721191
	Iteration 79Q: 3 clusters Score -4466468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4466468.000000 Penalty: 5418.721191
	Iteration 80F: 3 clusters Score -4466468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Entering Unmasked Estep 
Score: -1701048.000000 Penalty: 2463.984619
	Iteration 0F: 2 clusters Score -1701048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1686477.625000 Penalty: 4927.969238
	Iteration 0F: 3 clusters Score -1686478 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1691516.250000 Penalty: 4927.969238
	Iteration 1F: 3 clusters Score -1691516 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1692121.375000 Penalty: 4927.969238
	Iteration 2F: 3 clusters Score -1692121 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1692792.750000 Penalty: 4927.969238
	Iteration 3F: 3 clusters Score -1692793 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1693450.000000 Penalty: 4927.969238
	Iteration 4F: 3 clusters Score -1693450 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1694198.625000 Penalty: 4927.969238
	Iteration 5F: 3 clusters Score -1694199 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1694980.750000 Penalty: 4927.969238
	Iteration 6F: 3 clusters Score -1694981 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1695833.375000 Penalty: 4927.969238
	Iteration 7F: 3 clusters Score -1695833 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1696900.250000 Penalty: 4927.969238
	Iteration 8F: 3 clusters Score -1696900 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1698090.125000 Penalty: 4927.969238
	Iteration 9F: 3 clusters Score -1698090 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1699315.750000 Penalty: 4927.969238
	Iteration 10F: 3 clusters Score -1699316 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1700169.375000 Penalty: 4927.969238
	Iteration 11Q: 3 clusters Score -1700169 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1700537.250000 Penalty: 4927.969238
	Iteration 12Q: 3 clusters Score -1700537 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1700687.625000 Penalty: 4927.969238
	Iteration 13Q: 3 clusters Score -1700688 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1700762.375000 Penalty: 4927.969238
	Iteration 14Q: 3 clusters Score -1700762 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1700805.875000 Penalty: 4927.969238
	Iteration 15Q: 3 clusters Score -1700806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1700833.250000 Penalty: 4927.969238
	Iteration 16Q: 3 clusters Score -1700833 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1700855.750000 Penalty: 4927.969238
	Iteration 17Q: 3 clusters Score -1700856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1700860.250000 Penalty: 4927.969238
	Iteration 18Q: 3 clusters Score -1700860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1700873.250000 Penalty: 4927.969238
	Iteration 19Q: 3 clusters Score -1700873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1700881.125000 Penalty: 4927.969238
	Iteration 20F: 3 clusters Score -1700881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1700890.625000 Penalty: 4927.969238
	Iteration 21Q: 3 clusters Score -1700891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1700893.250000 Penalty: 4927.969238
	Iteration 22Q: 3 clusters Score -1700893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1700892.500000 Penalty: 4927.969238
	Iteration 23Q: 3 clusters Score -1700892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1700906.875000 Penalty: 4927.969238
	Iteration 24Q: 3 clusters Score -1700907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1700915.500000 Penalty: 4927.969238
	Iteration 25Q: 3 clusters Score -1700916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1700916.750000 Penalty: 4927.969238
	Iteration 26Q: 3 clusters Score -1700917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1700919.125000 Penalty: 4927.969238
	Iteration 27Q: 3 clusters Score -1700919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1700922.125000 Penalty: 4927.969238
	Iteration 28Q: 3 clusters Score -1700922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1700926.125000 Penalty: 4927.969238
	Iteration 29Q: 3 clusters Score -1700926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1700930.125000 Penalty: 4927.969238
	Iteration 30Q: 3 clusters Score -1700930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1700939.125000 Penalty: 4927.969238
	Iteration 31Q: 3 clusters Score -1700939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1700939.000000 Penalty: 4927.969238
	Iteration 32Q: 3 clusters Score -1700939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1700946.500000 Penalty: 4927.969238
	Iteration 33Q: 3 clusters Score -1700946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1700944.625000 Penalty: 4927.969238
	Iteration 34Q: 3 clusters Score -1700945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1700949.750000 Penalty: 4927.969238
	Iteration 35Q: 3 clusters Score -1700950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1700948.125000 Penalty: 4927.969238
	Iteration 36Q: 3 clusters Score -1700948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1700951.000000 Penalty: 4927.969238
	Iteration 37Q: 3 clusters Score -1700951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1700949.500000 Penalty: 4927.969238
	Iteration 38Q: 3 clusters Score -1700950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1700948.625000 Penalty: 4927.969238
	Iteration 39Q: 3 clusters Score -1700949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1700950.500000 Penalty: 4927.969238
	Iteration 40F: 3 clusters Score -1700950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1700951.000000 Penalty: 4927.969238
	Iteration 41Q: 3 clusters Score -1700951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1700948.500000 Penalty: 4927.969238
	Iteration 42Q: 3 clusters Score -1700948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1700948.625000 Penalty: 4927.969238
	Iteration 43Q: 3 clusters Score -1700949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1700950.750000 Penalty: 4927.969238
	Iteration 44Q: 3 clusters Score -1700951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1700950.375000 Penalty: 4927.969238
	Iteration 45Q: 3 clusters Score -1700950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1700954.500000 Penalty: 4927.969238
	Iteration 46Q: 3 clusters Score -1700954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1700952.125000 Penalty: 4927.969238
	Iteration 47Q: 3 clusters Score -1700952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1700949.750000 Penalty: 4927.969238
	Iteration 48Q: 3 clusters Score -1700950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1700949.750000 Penalty: 4927.969238
	Iteration 49Q: 3 clusters Score -1700950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1700949.500000 Penalty: 4927.969238
	Iteration 50Q: 3 clusters Score -1700950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1700953.375000 Penalty: 4927.969238
	Iteration 51Q: 3 clusters Score -1700953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1700954.500000 Penalty: 4927.969238
	Iteration 52Q: 3 clusters Score -1700954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1700954.000000 Penalty: 4927.969238
	Iteration 53Q: 3 clusters Score -1700954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1700955.500000 Penalty: 4927.969238
	Iteration 54Q: 3 clusters Score -1700956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1700956.250000 Penalty: 4927.969238
	Iteration 55Q: 3 clusters Score -1700956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1700953.875000 Penalty: 4927.969238
	Iteration 56Q: 3 clusters Score -1700954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1700955.250000 Penalty: 4927.969238
	Iteration 57Q: 3 clusters Score -1700955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1700953.375000 Penalty: 4927.969238
	Iteration 58Q: 3 clusters Score -1700953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1700956.375000 Penalty: 4927.969238
	Iteration 59Q: 3 clusters Score -1700956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1700956.125000 Penalty: 4927.969238
	Iteration 60F: 3 clusters Score -1700956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1700952.375000 Penalty: 4927.969238
	Iteration 61Q: 3 clusters Score -1700952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1700953.000000 Penalty: 4927.969238
	Iteration 62Q: 3 clusters Score -1700953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1700954.500000 Penalty: 4927.969238
	Iteration 63Q: 3 clusters Score -1700954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1700952.750000 Penalty: 4927.969238
	Iteration 64Q: 3 clusters Score -1700953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1700952.625000 Penalty: 4927.969238
	Iteration 65Q: 3 clusters Score -1700953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1700955.500000 Penalty: 4927.969238
	Iteration 66Q: 3 clusters Score -1700956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1700957.125000 Penalty: 4927.969238
	Iteration 67Q: 3 clusters Score -1700957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1700961.375000 Penalty: 4927.969238
	Iteration 68Q: 3 clusters Score -1700961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1700962.625000 Penalty: 4927.969238
	Iteration 69Q: 3 clusters Score -1700963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1700963.375000 Penalty: 4927.969238
	Iteration 70Q: 3 clusters Score -1700963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1700964.750000 Penalty: 4927.969238
	Iteration 71Q: 3 clusters Score -1700965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1700960.625000 Penalty: 4927.969238
	Iteration 72Q: 3 clusters Score -1700961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1700964.000000 Penalty: 4927.969238
	Iteration 73Q: 3 clusters Score -1700964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1700966.250000 Penalty: 4927.969238
	Iteration 74Q: 3 clusters Score -1700966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1700966.250000 Penalty: 4927.969238
	Iteration 75F: 3 clusters Score -1700966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -475612.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -475612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -470069.093750 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -470069.1 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -472011.625000 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -472011.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -472704.468750 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -472704.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -473181.187500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -473181.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -473567.843750 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -473567.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -473885.937500 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -473885.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -474105.218750 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -474105.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -474261.031250 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -474261 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -474373.468750 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -474373.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -474457.156250 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -474457.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -474534.250000 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -474534.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -474613.000000 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -474613 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -474689.187500 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -474689.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -474759.562500 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -474759.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -474822.968750 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -474823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -474876.031250 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -474876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -474920.125000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -474920.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -474971.562500 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -474971.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -475031.093750 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -475031.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -475092.656250 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -475092.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -475160.562500 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -475160.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -475241.625000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -475241.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -475324.437500 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -475324.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -475379.937500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -475379.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -475409.437500 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -475409.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -475445.437500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -475445.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -475466.093750 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -475466.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -475476.562500 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -475476.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -475483.968750 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -475484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -475491.812500 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -475491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -475501.593750 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -475501.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -475509.937500 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -475509.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -475523.656250 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -475523.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -475533.250000 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -475533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -475539.031250 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -475539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -475543.937500 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -475543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -475545.125000 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -475545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -475547.406250 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -475547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -475549.812500 Penalty: 4376.748047
	Iteration 38Q: 3 clusters Score -475549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -475552.093750 Penalty: 4376.748047
	Iteration 39Q: 3 clusters Score -475552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -475553.843750 Penalty: 4376.748047
	Iteration 40F: 3 clusters Score -475553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -475555.093750 Penalty: 4376.748047
	Iteration 41Q: 3 clusters Score -475555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -475557.687500 Penalty: 4376.748047
	Iteration 42Q: 3 clusters Score -475557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -475558.843750 Penalty: 4376.748047
	Iteration 43Q: 3 clusters Score -475558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -475558.343750 Penalty: 4376.748047
	Iteration 44Q: 3 clusters Score -475558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -475559.687500 Penalty: 4376.748047
	Iteration 45Q: 3 clusters Score -475559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -475559.687500 Penalty: 4376.748047
	Iteration 46F: 3 clusters Score -475559.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Entering Unmasked Estep 
Score: -5000561.500000 Penalty: 2731.719727
	Iteration 0F: 2 clusters Score -5000562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4959577.000000 Penalty: 5463.439453
	Iteration 0F: 3 clusters Score -4959577 nChanged 28404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -4975866.500000 Penalty: 5463.439453
	Iteration 1F: 3 clusters Score -4975866 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4976983.500000 Penalty: 5463.439453
	Iteration 2Q: 3 clusters Score -4976984 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4978460.500000 Penalty: 5463.439453
	Iteration 3Q: 3 clusters Score -4978460 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4980373.500000 Penalty: 5463.439453
	Iteration 4F: 3 clusters Score -4980374 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -4982893.000000 Penalty: 5463.439453
	Iteration 5F: 3 clusters Score -4982893 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -4986005.000000 Penalty: 5463.439453
	Iteration 6F: 3 clusters Score -4986005 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -4989206.500000 Penalty: 5463.439453
	Iteration 7F: 3 clusters Score -4989206 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -4992098.000000 Penalty: 5463.439453
	Iteration 8F: 3 clusters Score -4992098 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -4994186.000000 Penalty: 5463.439453
	Iteration 9Q: 3 clusters Score -4994186 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -4995712.000000 Penalty: 5463.439453
	Iteration 10Q: 3 clusters Score -4995712 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -4996689.000000 Penalty: 5463.439453
	Iteration 11Q: 3 clusters Score -4996689 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -4997378.000000 Penalty: 5463.439453
	Iteration 12Q: 3 clusters Score -4997378 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -4997779.000000 Penalty: 5463.439453
	Iteration 13Q: 3 clusters Score -4997779 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -4998066.500000 Penalty: 5463.439453
	Iteration 14Q: 3 clusters Score -4998066 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -4998242.500000 Penalty: 5463.439453
	Iteration 15Q: 3 clusters Score -4998242 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -4998377.000000 Penalty: 5463.439453
	Iteration 16Q: 3 clusters Score -4998377 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -4998462.500000 Penalty: 5463.439453
	Iteration 17Q: 3 clusters Score -4998462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -4998534.500000 Penalty: 5463.439453
	Iteration 18Q: 3 clusters Score -4998534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -4998631.000000 Penalty: 5463.439453
	Iteration 19Q: 3 clusters Score -4998631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -4998791.000000 Penalty: 5463.439453
	Iteration 20F: 3 clusters Score -4998791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -4999018.000000 Penalty: 5463.439453
	Iteration 21Q: 3 clusters Score -4999018 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -4999127.500000 Penalty: 5463.439453
	Iteration 22Q: 3 clusters Score -4999128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -4999161.000000 Penalty: 5463.439453
	Iteration 23Q: 3 clusters Score -4999161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -4999188.500000 Penalty: 5463.439453
	Iteration 24Q: 3 clusters Score -4999188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -4999194.500000 Penalty: 5463.439453
	Iteration 25Q: 3 clusters Score -4999194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -4999217.500000 Penalty: 5463.439453
	Iteration 26Q: 3 clusters Score -4999218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -4999226.000000 Penalty: 5463.439453
	Iteration 27Q: 3 clusters Score -4999226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -4999228.500000 Penalty: 5463.439453
	Iteration 28Q: 3 clusters Score -4999228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -4999231.000000 Penalty: 5463.439453
	Iteration 29Q: 3 clusters Score -4999231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -4999236.500000 Penalty: 5463.439453
	Iteration 30Q: 3 clusters Score -4999236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -4999243.000000 Penalty: 5463.439453
	Iteration 31Q: 3 clusters Score -4999243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -4999259.000000 Penalty: 5463.439453
	Iteration 32Q: 3 clusters Score -4999259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -4999252.000000 Penalty: 5463.439453
	Iteration 33Q: 3 clusters Score -4999252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -4999256.500000 Penalty: 5463.439453
	Iteration 34Q: 3 clusters Score -4999256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -4999258.500000 Penalty: 5463.439453
	Iteration 35Q: 3 clusters Score -4999258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -4999259.000000 Penalty: 5463.439453
	Iteration 36Q: 3 clusters Score -4999259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -4999260.000000 Penalty: 5463.439453
	Iteration 37Q: 3 clusters Score -4999260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -4999260.000000 Penalty: 5463.439453
	Iteration 38Q: 3 clusters Score -4999260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -4999259.000000 Penalty: 5463.439453
	Iteration 39Q: 3 clusters Score -4999259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -4999259.500000 Penalty: 5463.439453
	Iteration 40F: 3 clusters Score -4999260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -4999263.500000 Penalty: 5463.439453
	Iteration 41Q: 3 clusters Score -4999264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -4999266.500000 Penalty: 5463.439453
	Iteration 42Q: 3 clusters Score -4999266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -4999272.000000 Penalty: 5463.439453
	Iteration 43Q: 3 clusters Score -4999272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -4999272.000000 Penalty: 5463.439453
	Iteration 44F: 3 clusters Score -4999272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Entering Unmasked Estep 
Score: -1273271.000000 Penalty: 2393.634277
	Iteration 0F: 2 clusters Score -1273271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1262062.750000 Penalty: 4787.268555
	Iteration 0F: 3 clusters Score -1262063 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1265579.625000 Penalty: 4787.268555
	Iteration 1F: 3 clusters Score -1265580 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1265920.250000 Penalty: 4787.268555
	Iteration 2F: 3 clusters Score -1265920 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1266180.250000 Penalty: 4787.268555
	Iteration 3Q: 3 clusters Score -1266180 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1266388.875000 Penalty: 4787.268555
	Iteration 4Q: 3 clusters Score -1266389 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1266590.125000 Penalty: 4787.268555
	Iteration 5Q: 3 clusters Score -1266590 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1266809.875000 Penalty: 4787.268555
	Iteration 6Q: 3 clusters Score -1266810 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1267029.250000 Penalty: 4787.268555
	Iteration 7Q: 3 clusters Score -1267029 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1267280.500000 Penalty: 4787.268555
	Iteration 8Q: 3 clusters Score -1267280 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1267556.500000 Penalty: 4787.268555
	Iteration 9Q: 3 clusters Score -1267556 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1267850.250000 Penalty: 4787.268555
	Iteration 10Q: 3 clusters Score -1267850 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1268185.375000 Penalty: 4787.268555
	Iteration 11Q: 3 clusters Score -1268185 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1268505.625000 Penalty: 4787.268555
	Iteration 12Q: 3 clusters Score -1268506 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1268760.375000 Penalty: 4787.268555
	Iteration 13Q: 3 clusters Score -1268760 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1268963.750000 Penalty: 4787.268555
	Iteration 14Q: 3 clusters Score -1268964 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1269138.125000 Penalty: 4787.268555
	Iteration 15Q: 3 clusters Score -1269138 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1269259.875000 Penalty: 4787.268555
	Iteration 16Q: 3 clusters Score -1269260 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1269359.500000 Penalty: 4787.268555
	Iteration 17Q: 3 clusters Score -1269360 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1269441.875000 Penalty: 4787.268555
	Iteration 18Q: 3 clusters Score -1269442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1269515.625000 Penalty: 4787.268555
	Iteration 19Q: 3 clusters Score -1269516 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1269574.125000 Penalty: 4787.268555
	Iteration 20F: 3 clusters Score -1269574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1269616.000000 Penalty: 4787.268555
	Iteration 21Q: 3 clusters Score -1269616 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1269677.125000 Penalty: 4787.268555
	Iteration 22Q: 3 clusters Score -1269677 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1269715.250000 Penalty: 4787.268555
	Iteration 23Q: 3 clusters Score -1269715 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1269762.000000 Penalty: 4787.268555
	Iteration 24Q: 3 clusters Score -1269762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1269813.375000 Penalty: 4787.268555
	Iteration 25Q: 3 clusters Score -1269813 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1269878.000000 Penalty: 4787.268555
	Iteration 26Q: 3 clusters Score -1269878 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1269946.875000 Penalty: 4787.268555
	Iteration 27Q: 3 clusters Score -1269947 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1270006.500000 Penalty: 4787.268555
	Iteration 28Q: 3 clusters Score -1270006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1270047.375000 Penalty: 4787.268555
	Iteration 29Q: 3 clusters Score -1270047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1270109.125000 Penalty: 4787.268555
	Iteration 30Q: 3 clusters Score -1270109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1270161.625000 Penalty: 4787.268555
	Iteration 31Q: 3 clusters Score -1270162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1270227.750000 Penalty: 4787.268555
	Iteration 32Q: 3 clusters Score -1270228 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1270283.625000 Penalty: 4787.268555
	Iteration 33Q: 3 clusters Score -1270284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1270356.250000 Penalty: 4787.268555
	Iteration 34Q: 3 clusters Score -1270356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1270422.875000 Penalty: 4787.268555
	Iteration 35Q: 3 clusters Score -1270423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1270484.125000 Penalty: 4787.268555
	Iteration 36Q: 3 clusters Score -1270484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1270556.500000 Penalty: 4787.268555
	Iteration 37Q: 3 clusters Score -1270556 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1270622.250000 Penalty: 4787.268555
	Iteration 38Q: 3 clusters Score -1270622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1270694.500000 Penalty: 4787.268555
	Iteration 39Q: 3 clusters Score -1270694 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1270753.750000 Penalty: 4787.268555
	Iteration 40F: 3 clusters Score -1270754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1270817.125000 Penalty: 4787.268555
	Iteration 41Q: 3 clusters Score -1270817 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1270873.375000 Penalty: 4787.268555
	Iteration 42Q: 3 clusters Score -1270873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1270929.375000 Penalty: 4787.268555
	Iteration 43Q: 3 clusters Score -1270929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1270974.250000 Penalty: 4787.268555
	Iteration 44Q: 3 clusters Score -1270974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1271003.000000 Penalty: 4787.268555
	Iteration 45Q: 3 clusters Score -1271003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1271033.750000 Penalty: 4787.268555
	Iteration 46Q: 3 clusters Score -1271034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1271054.125000 Penalty: 4787.268555
	Iteration 47Q: 3 clusters Score -1271054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1271069.625000 Penalty: 4787.268555
	Iteration 48Q: 3 clusters Score -1271070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1271087.500000 Penalty: 4787.268555
	Iteration 49Q: 3 clusters Score -1271088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1271102.125000 Penalty: 4787.268555
	Iteration 50Q: 3 clusters Score -1271102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1271123.000000 Penalty: 4787.268555
	Iteration 51Q: 3 clusters Score -1271123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1271138.250000 Penalty: 4787.268555
	Iteration 52Q: 3 clusters Score -1271138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1271152.750000 Penalty: 4787.268555
	Iteration 53Q: 3 clusters Score -1271153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1271161.125000 Penalty: 4787.268555
	Iteration 54Q: 3 clusters Score -1271161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1271166.875000 Penalty: 4787.268555
	Iteration 55Q: 3 clusters Score -1271167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1271179.250000 Penalty: 4787.268555
	Iteration 56Q: 3 clusters Score -1271179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1271184.000000 Penalty: 4787.268555
	Iteration 57Q: 3 clusters Score -1271184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1271189.750000 Penalty: 4787.268555
	Iteration 58Q: 3 clusters Score -1271190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1271189.500000 Penalty: 4787.268555
	Iteration 59Q: 3 clusters Score -1271190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1271197.000000 Penalty: 4787.268555
	Iteration 60F: 3 clusters Score -1271197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1271201.375000 Penalty: 4787.268555
	Iteration 61Q: 3 clusters Score -1271201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1271205.500000 Penalty: 4787.268555
	Iteration 62Q: 3 clusters Score -1271206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1271206.250000 Penalty: 4787.268555
	Iteration 63Q: 3 clusters Score -1271206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1271212.625000 Penalty: 4787.268555
	Iteration 64Q: 3 clusters Score -1271213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1271216.750000 Penalty: 4787.268555
	Iteration 65Q: 3 clusters Score -1271217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1271216.750000 Penalty: 4787.268555
	Iteration 66Q: 3 clusters Score -1271217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1271221.375000 Penalty: 4787.268555
	Iteration 67Q: 3 clusters Score -1271221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1271220.625000 Penalty: 4787.268555
	Iteration 68Q: 3 clusters Score -1271221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1271223.625000 Penalty: 4787.268555
	Iteration 69Q: 3 clusters Score -1271224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1271224.375000 Penalty: 4787.268555
	Iteration 70Q: 3 clusters Score -1271224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1271223.375000 Penalty: 4787.268555
	Iteration 71Q: 3 clusters Score -1271223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1271224.500000 Penalty: 4787.268555
	Iteration 72Q: 3 clusters Score -1271224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1271222.875000 Penalty: 4787.268555
	Iteration 73Q: 3 clusters Score -1271223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1271222.875000 Penalty: 4787.268555
	Iteration 74F: 3 clusters Score -1271223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -197045.000000 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -197045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -193891.281250 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -193891.3 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194705.578125 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -194705.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -195036.656250 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -195036.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -195339.781250 Penalty: 3935.341064
	Iteration 3F: 3 clusters Score -195339.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -195614.093750 Penalty: 3935.341064
	Iteration 4F: 3 clusters Score -195614.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -195855.468750 Penalty: 3935.341064
	Iteration 5F: 3 clusters Score -195855.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -196063.859375 Penalty: 3935.341064
	Iteration 6Q: 3 clusters Score -196063.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -196280.421875 Penalty: 3935.341064
	Iteration 7Q: 3 clusters Score -196280.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -196461.515625 Penalty: 3935.341064
	Iteration 8Q: 3 clusters Score -196461.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -196601.218750 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -196601.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196689.484375 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -196689.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -196740.171875 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -196740.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196772.140625 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -196772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -196792.156250 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -196792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196808.734375 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -196808.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196823.125000 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -196823.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196837.343750 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -196837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -196848.968750 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -196849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -196853.093750 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -196853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -196856.484375 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -196856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -196858.296875 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -196858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196859.078125 Penalty: 3935.341064
	Iteration 21Q: 3 clusters Score -196859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196859.078125 Penalty: 3935.341064
	Iteration 22F: 3 clusters Score -196859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Entering Unmasked Estep 
Score: -791012.625000 Penalty: 2273.937256
	Iteration 0F: 2 clusters Score -791012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -783581.437500 Penalty: 4547.874512
	Iteration 0F: 3 clusters Score -783581.4 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -785838.812500 Penalty: 4547.874512
	Iteration 1F: 3 clusters Score -785838.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -786177.000000 Penalty: 4547.874512
	Iteration 2F: 3 clusters Score -786177 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -786511.000000 Penalty: 4547.874512
	Iteration 3F: 3 clusters Score -786511 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -786870.250000 Penalty: 4547.874512
	Iteration 4F: 3 clusters Score -786870.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -787345.625000 Penalty: 4547.874512
	Iteration 5F: 3 clusters Score -787345.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -787880.812500 Penalty: 4547.874512
	Iteration 6F: 3 clusters Score -787880.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -788375.437500 Penalty: 4547.874512
	Iteration 7F: 3 clusters Score -788375.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -788773.687500 Penalty: 4547.874512
	Iteration 8F: 3 clusters Score -788773.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -789049.812500 Penalty: 4547.874512
	Iteration 9Q: 3 clusters Score -789049.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -789249.687500 Penalty: 4547.874512
	Iteration 10Q: 3 clusters Score -789249.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -789392.687500 Penalty: 4547.874512
	Iteration 11Q: 3 clusters Score -789392.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -789477.687500 Penalty: 4547.874512
	Iteration 12Q: 3 clusters Score -789477.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -789554.937500 Penalty: 4547.874512
	Iteration 13Q: 3 clusters Score -789554.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -789614.687500 Penalty: 4547.874512
	Iteration 14Q: 3 clusters Score -789614.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -789656.187500 Penalty: 4547.874512
	Iteration 15Q: 3 clusters Score -789656.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -789686.125000 Penalty: 4547.874512
	Iteration 16Q: 3 clusters Score -789686.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -789704.187500 Penalty: 4547.874512
	Iteration 17Q: 3 clusters Score -789704.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -789719.312500 Penalty: 4547.874512
	Iteration 18Q: 3 clusters Score -789719.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -789728.687500 Penalty: 4547.874512
	Iteration 19Q: 3 clusters Score -789728.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -789730.562500 Penalty: 4547.874512
	Iteration 20F: 3 clusters Score -789730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -789735.500000 Penalty: 4547.874512
	Iteration 21Q: 3 clusters Score -789735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -789738.187500 Penalty: 4547.874512
	Iteration 22Q: 3 clusters Score -789738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -789740.500000 Penalty: 4547.874512
	Iteration 23Q: 3 clusters Score -789740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -789739.187500 Penalty: 4547.874512
	Iteration 24Q: 3 clusters Score -789739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -789742.187500 Penalty: 4547.874512
	Iteration 25Q: 3 clusters Score -789742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -789741.125000 Penalty: 4547.874512
	Iteration 26Q: 3 clusters Score -789741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -789743.250000 Penalty: 4547.874512
	Iteration 27Q: 3 clusters Score -789743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -789749.125000 Penalty: 4547.874512
	Iteration 28Q: 3 clusters Score -789749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -789751.250000 Penalty: 4547.874512
	Iteration 29Q: 3 clusters Score -789751.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -789754.437500 Penalty: 4547.874512
	Iteration 30Q: 3 clusters Score -789754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -789755.812500 Penalty: 4547.874512
	Iteration 31Q: 3 clusters Score -789755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -789763.062500 Penalty: 4547.874512
	Iteration 32Q: 3 clusters Score -789763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -789769.187500 Penalty: 4547.874512
	Iteration 33Q: 3 clusters Score -789769.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -789771.750000 Penalty: 4547.874512
	Iteration 34Q: 3 clusters Score -789771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -789772.937500 Penalty: 4547.874512
	Iteration 35Q: 3 clusters Score -789772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -789775.750000 Penalty: 4547.874512
	Iteration 36Q: 3 clusters Score -789775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -789777.250000 Penalty: 4547.874512
	Iteration 37Q: 3 clusters Score -789777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -789777.250000 Penalty: 4547.874512
	Iteration 38F: 3 clusters Score -789777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -155059.421875 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -155059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152446.343750 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -152446.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -152980.531250 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -152980.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -153676.984375 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -153677 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -154348.453125 Penalty: 3762.802734
	Iteration 3F: 3 clusters Score -154348.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -154724.484375 Penalty: 3762.802734
	Iteration 4F: 3 clusters Score -154724.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154968.937500 Penalty: 3762.802734
	Iteration 5F: 3 clusters Score -154968.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -155071.500000 Penalty: 3762.802734
	Iteration 6Q: 3 clusters Score -155071.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -155131.109375 Penalty: 3762.802734
	Iteration 7Q: 3 clusters Score -155131.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -155174.515625 Penalty: 3762.802734
	Iteration 8Q: 3 clusters Score -155174.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -155204.265625 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -155204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -155214.968750 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -155215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -155223.421875 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -155223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -155230.109375 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -155230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -155232.796875 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -155232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -155235.109375 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -155235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -155237.718750 Penalty: 3762.802734
	Iteration 15Q: 3 clusters Score -155237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -155237.718750 Penalty: 3762.802734
	Iteration 16F: 3 clusters Score -155237.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1656 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Mstep: Class 51 contains 315 members 
Entering Unmasked Estep 
Score: -51158380.000000 Penalty: 169439.390625
Splitting cluster 39 changes total score from -51159660.000000 to -51158380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1037985.500000 Penalty: 2338.390625
	Iteration 0F: 2 clusters Score -1037986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1028698.062500 Penalty: 4676.781250
	Iteration 0F: 3 clusters Score -1028698 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1031455.687500 Penalty: 4676.781250
	Iteration 1F: 3 clusters Score -1031456 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1031871.125000 Penalty: 4676.781250
	Iteration 2F: 3 clusters Score -1031871 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1032198.687500 Penalty: 4676.781250
	Iteration 3F: 3 clusters Score -1032199 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1032537.312500 Penalty: 4676.781250
	Iteration 4F: 3 clusters Score -1032537 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1032861.312500 Penalty: 4676.781250
	Iteration 5Q: 3 clusters Score -1032861 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1033162.500000 Penalty: 4676.781250
	Iteration 6Q: 3 clusters Score -1033162 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1033444.125000 Penalty: 4676.781250
	Iteration 7Q: 3 clusters Score -1033444 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1033720.937500 Penalty: 4676.781250
	Iteration 8Q: 3 clusters Score -1033721 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1033958.812500 Penalty: 4676.781250
	Iteration 9Q: 3 clusters Score -1033959 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1034130.937500 Penalty: 4676.781250
	Iteration 10Q: 3 clusters Score -1034131 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1034261.687500 Penalty: 4676.781250
	Iteration 11Q: 3 clusters Score -1034262 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1034389.750000 Penalty: 4676.781250
	Iteration 12Q: 3 clusters Score -1034390 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1034507.562500 Penalty: 4676.781250
	Iteration 13Q: 3 clusters Score -1034508 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1034628.875000 Penalty: 4676.781250
	Iteration 14Q: 3 clusters Score -1034629 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1034721.187500 Penalty: 4676.781250
	Iteration 15Q: 3 clusters Score -1034721 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1034804.125000 Penalty: 4676.781250
	Iteration 16Q: 3 clusters Score -1034804 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1034893.000000 Penalty: 4676.781250
	Iteration 17Q: 3 clusters Score -1034893 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1035000.937500 Penalty: 4676.781250
	Iteration 18Q: 3 clusters Score -1035001 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1035116.875000 Penalty: 4676.781250
	Iteration 19Q: 3 clusters Score -1035117 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1035245.437500 Penalty: 4676.781250
	Iteration 20F: 3 clusters Score -1035245 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1035390.250000 Penalty: 4676.781250
	Iteration 21Q: 3 clusters Score -1035390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1035559.875000 Penalty: 4676.781250
	Iteration 22Q: 3 clusters Score -1035560 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1035688.375000 Penalty: 4676.781250
	Iteration 23Q: 3 clusters Score -1035688 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1035800.625000 Penalty: 4676.781250
	Iteration 24Q: 3 clusters Score -1035801 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1035897.625000 Penalty: 4676.781250
	Iteration 25Q: 3 clusters Score -1035898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1035996.875000 Penalty: 4676.781250
	Iteration 26Q: 3 clusters Score -1035997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1036079.000000 Penalty: 4676.781250
	Iteration 27Q: 3 clusters Score -1036079 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1036149.625000 Penalty: 4676.781250
	Iteration 28Q: 3 clusters Score -1036150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1036207.625000 Penalty: 4676.781250
	Iteration 29Q: 3 clusters Score -1036208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1036271.562500 Penalty: 4676.781250
	Iteration 30Q: 3 clusters Score -1036272 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1036331.687500 Penalty: 4676.781250
	Iteration 31Q: 3 clusters Score -1036332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1036381.562500 Penalty: 4676.781250
	Iteration 32Q: 3 clusters Score -1036382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1036404.562500 Penalty: 4676.781250
	Iteration 33Q: 3 clusters Score -1036405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1036418.687500 Penalty: 4676.781250
	Iteration 34Q: 3 clusters Score -1036419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1036424.687500 Penalty: 4676.781250
	Iteration 35Q: 3 clusters Score -1036425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1036433.000000 Penalty: 4676.781250
	Iteration 36Q: 3 clusters Score -1036433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1036436.062500 Penalty: 4676.781250
	Iteration 37Q: 3 clusters Score -1036436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1036437.312500 Penalty: 4676.781250
	Iteration 38Q: 3 clusters Score -1036437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1036439.062500 Penalty: 4676.781250
	Iteration 39Q: 3 clusters Score -1036439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1036441.312500 Penalty: 4676.781250
	Iteration 40F: 3 clusters Score -1036441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1036442.312500 Penalty: 4676.781250
	Iteration 41Q: 3 clusters Score -1036442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1036441.437500 Penalty: 4676.781250
	Iteration 42Q: 3 clusters Score -1036441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1036442.375000 Penalty: 4676.781250
	Iteration 43Q: 3 clusters Score -1036442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1036442.375000 Penalty: 4676.781250
	Iteration 44Q: 3 clusters Score -1036442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1036442.375000 Penalty: 4676.781250
	Iteration 45F: 3 clusters Score -1036442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Entering Unmasked Estep 
Score: -1766758.500000 Penalty: 2477.698486
	Iteration 0F: 2 clusters Score -1766758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1751519.000000 Penalty: 4955.396973
	Iteration 0F: 3 clusters Score -1751519 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1756549.000000 Penalty: 4955.396973
	Iteration 1F: 3 clusters Score -1756549 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1756984.625000 Penalty: 4955.396973
	Iteration 2F: 3 clusters Score -1756985 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1757353.250000 Penalty: 4955.396973
	Iteration 3Q: 3 clusters Score -1757353 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1757680.375000 Penalty: 4955.396973
	Iteration 4Q: 3 clusters Score -1757680 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1758000.875000 Penalty: 4955.396973
	Iteration 5Q: 3 clusters Score -1758001 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1758371.125000 Penalty: 4955.396973
	Iteration 6Q: 3 clusters Score -1758371 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1758749.625000 Penalty: 4955.396973
	Iteration 7Q: 3 clusters Score -1758750 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1759202.250000 Penalty: 4955.396973
	Iteration 8Q: 3 clusters Score -1759202 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1759695.875000 Penalty: 4955.396973
	Iteration 9Q: 3 clusters Score -1759696 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1760226.625000 Penalty: 4955.396973
	Iteration 10Q: 3 clusters Score -1760227 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1760700.375000 Penalty: 4955.396973
	Iteration 11Q: 3 clusters Score -1760700 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1761097.750000 Penalty: 4955.396973
	Iteration 12Q: 3 clusters Score -1761098 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1761438.625000 Penalty: 4955.396973
	Iteration 13Q: 3 clusters Score -1761439 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1761706.750000 Penalty: 4955.396973
	Iteration 14Q: 3 clusters Score -1761707 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1761920.625000 Penalty: 4955.396973
	Iteration 15Q: 3 clusters Score -1761921 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1762131.250000 Penalty: 4955.396973
	Iteration 16Q: 3 clusters Score -1762131 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1762353.250000 Penalty: 4955.396973
	Iteration 17Q: 3 clusters Score -1762353 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1762629.000000 Penalty: 4955.396973
	Iteration 18Q: 3 clusters Score -1762629 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1763012.250000 Penalty: 4955.396973
	Iteration 19Q: 3 clusters Score -1763012 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1763404.000000 Penalty: 4955.396973
	Iteration 20F: 3 clusters Score -1763404 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1763753.125000 Penalty: 4955.396973
	Iteration 21Q: 3 clusters Score -1763753 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1764032.500000 Penalty: 4955.396973
	Iteration 22Q: 3 clusters Score -1764032 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1764248.375000 Penalty: 4955.396973
	Iteration 23Q: 3 clusters Score -1764248 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1764383.000000 Penalty: 4955.396973
	Iteration 24Q: 3 clusters Score -1764383 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1764498.250000 Penalty: 4955.396973
	Iteration 25Q: 3 clusters Score -1764498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1764556.000000 Penalty: 4955.396973
	Iteration 26Q: 3 clusters Score -1764556 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1764588.000000 Penalty: 4955.396973
	Iteration 27Q: 3 clusters Score -1764588 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1764619.125000 Penalty: 4955.396973
	Iteration 28Q: 3 clusters Score -1764619 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1764626.750000 Penalty: 4955.396973
	Iteration 29Q: 3 clusters Score -1764627 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1764644.125000 Penalty: 4955.396973
	Iteration 30Q: 3 clusters Score -1764644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1764652.625000 Penalty: 4955.396973
	Iteration 31Q: 3 clusters Score -1764653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1764666.000000 Penalty: 4955.396973
	Iteration 32Q: 3 clusters Score -1764666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1764668.750000 Penalty: 4955.396973
	Iteration 33Q: 3 clusters Score -1764669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1764673.500000 Penalty: 4955.396973
	Iteration 34Q: 3 clusters Score -1764674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1764677.000000 Penalty: 4955.396973
	Iteration 35Q: 3 clusters Score -1764677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1764676.000000 Penalty: 4955.396973
	Iteration 36Q: 3 clusters Score -1764676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1764683.125000 Penalty: 4955.396973
	Iteration 37Q: 3 clusters Score -1764683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1764685.250000 Penalty: 4955.396973
	Iteration 38Q: 3 clusters Score -1764685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1764686.375000 Penalty: 4955.396973
	Iteration 39Q: 3 clusters Score -1764686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1764689.000000 Penalty: 4955.396973
	Iteration 40F: 3 clusters Score -1764689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1764688.875000 Penalty: 4955.396973
	Iteration 41Q: 3 clusters Score -1764689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1764689.250000 Penalty: 4955.396973
	Iteration 42Q: 3 clusters Score -1764689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1764691.000000 Penalty: 4955.396973
	Iteration 43Q: 3 clusters Score -1764691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1764697.000000 Penalty: 4955.396973
	Iteration 44Q: 3 clusters Score -1764697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1764695.875000 Penalty: 4955.396973
	Iteration 45Q: 3 clusters Score -1764696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1764695.375000 Penalty: 4955.396973
	Iteration 46Q: 3 clusters Score -1764695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1764698.375000 Penalty: 4955.396973
	Iteration 47Q: 3 clusters Score -1764698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1764697.750000 Penalty: 4955.396973
	Iteration 48Q: 3 clusters Score -1764698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1764695.000000 Penalty: 4955.396973
	Iteration 49Q: 3 clusters Score -1764695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1764696.250000 Penalty: 4955.396973
	Iteration 50Q: 3 clusters Score -1764696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1764696.250000 Penalty: 4955.396973
	Iteration 51F: 3 clusters Score -1764696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Entering Unmasked Estep 
Score: -942449.062500 Penalty: 2349.249756
	Iteration 0F: 2 clusters Score -942449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -932889.562500 Penalty: 4698.499512
	Iteration 0F: 3 clusters Score -932889.6 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -936215.625000 Penalty: 4698.499512
	Iteration 1F: 3 clusters Score -936215.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -936986.000000 Penalty: 4698.499512
	Iteration 2F: 3 clusters Score -936986 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -937606.187500 Penalty: 4698.499512
	Iteration 3F: 3 clusters Score -937606.2 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -938097.437500 Penalty: 4698.499512
	Iteration 4F: 3 clusters Score -938097.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -938501.312500 Penalty: 4698.499512
	Iteration 5F: 3 clusters Score -938501.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -938831.750000 Penalty: 4698.499512
	Iteration 6Q: 3 clusters Score -938831.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -939061.437500 Penalty: 4698.499512
	Iteration 7Q: 3 clusters Score -939061.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -939253.687500 Penalty: 4698.499512
	Iteration 8Q: 3 clusters Score -939253.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -939408.062500 Penalty: 4698.499512
	Iteration 9Q: 3 clusters Score -939408.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -939554.062500 Penalty: 4698.499512
	Iteration 10Q: 3 clusters Score -939554.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -939680.250000 Penalty: 4698.499512
	Iteration 11Q: 3 clusters Score -939680.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -939797.875000 Penalty: 4698.499512
	Iteration 12Q: 3 clusters Score -939797.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -939899.562500 Penalty: 4698.499512
	Iteration 13Q: 3 clusters Score -939899.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -939987.062500 Penalty: 4698.499512
	Iteration 14Q: 3 clusters Score -939987.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -940075.812500 Penalty: 4698.499512
	Iteration 15Q: 3 clusters Score -940075.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -940148.187500 Penalty: 4698.499512
	Iteration 16Q: 3 clusters Score -940148.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -940217.000000 Penalty: 4698.499512
	Iteration 17Q: 3 clusters Score -940217 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -940285.812500 Penalty: 4698.499512
	Iteration 18Q: 3 clusters Score -940285.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -940346.437500 Penalty: 4698.499512
	Iteration 19Q: 3 clusters Score -940346.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -940386.250000 Penalty: 4698.499512
	Iteration 20F: 3 clusters Score -940386.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -940418.500000 Penalty: 4698.499512
	Iteration 21Q: 3 clusters Score -940418.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -940451.937500 Penalty: 4698.499512
	Iteration 22Q: 3 clusters Score -940451.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -940489.250000 Penalty: 4698.499512
	Iteration 23Q: 3 clusters Score -940489.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -940528.750000 Penalty: 4698.499512
	Iteration 24Q: 3 clusters Score -940528.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -940579.312500 Penalty: 4698.499512
	Iteration 25Q: 3 clusters Score -940579.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -940619.687500 Penalty: 4698.499512
	Iteration 26Q: 3 clusters Score -940619.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -940657.000000 Penalty: 4698.499512
	Iteration 27Q: 3 clusters Score -940657 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -940689.875000 Penalty: 4698.499512
	Iteration 28Q: 3 clusters Score -940689.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -940718.500000 Penalty: 4698.499512
	Iteration 29Q: 3 clusters Score -940718.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -940737.562500 Penalty: 4698.499512
	Iteration 30Q: 3 clusters Score -940737.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -940754.562500 Penalty: 4698.499512
	Iteration 31Q: 3 clusters Score -940754.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -940771.375000 Penalty: 4698.499512
	Iteration 32Q: 3 clusters Score -940771.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -940785.250000 Penalty: 4698.499512
	Iteration 33Q: 3 clusters Score -940785.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -940800.000000 Penalty: 4698.499512
	Iteration 34Q: 3 clusters Score -940800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -940814.375000 Penalty: 4698.499512
	Iteration 35Q: 3 clusters Score -940814.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -940829.187500 Penalty: 4698.499512
	Iteration 36Q: 3 clusters Score -940829.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -940840.812500 Penalty: 4698.499512
	Iteration 37Q: 3 clusters Score -940840.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -940857.500000 Penalty: 4698.499512
	Iteration 38Q: 3 clusters Score -940857.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -940867.562500 Penalty: 4698.499512
	Iteration 39Q: 3 clusters Score -940867.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -940874.875000 Penalty: 4698.499512
	Iteration 40F: 3 clusters Score -940874.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -940887.125000 Penalty: 4698.499512
	Iteration 41Q: 3 clusters Score -940887.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -940897.500000 Penalty: 4698.499512
	Iteration 42Q: 3 clusters Score -940897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -940909.937500 Penalty: 4698.499512
	Iteration 43Q: 3 clusters Score -940909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -940922.437500 Penalty: 4698.499512
	Iteration 44Q: 3 clusters Score -940922.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -940931.875000 Penalty: 4698.499512
	Iteration 45Q: 3 clusters Score -940931.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -940941.312500 Penalty: 4698.499512
	Iteration 46Q: 3 clusters Score -940941.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -940945.000000 Penalty: 4698.499512
	Iteration 47Q: 3 clusters Score -940945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -940948.750000 Penalty: 4698.499512
	Iteration 48Q: 3 clusters Score -940948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -940952.000000 Penalty: 4698.499512
	Iteration 49Q: 3 clusters Score -940952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -940957.000000 Penalty: 4698.499512
	Iteration 50Q: 3 clusters Score -940957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -940959.375000 Penalty: 4698.499512
	Iteration 51Q: 3 clusters Score -940959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -940962.750000 Penalty: 4698.499512
	Iteration 52Q: 3 clusters Score -940962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -940962.062500 Penalty: 4698.499512
	Iteration 53Q: 3 clusters Score -940962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -940965.625000 Penalty: 4698.499512
	Iteration 54Q: 3 clusters Score -940965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -940966.812500 Penalty: 4698.499512
	Iteration 55Q: 3 clusters Score -940966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -940968.562500 Penalty: 4698.499512
	Iteration 56Q: 3 clusters Score -940968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -940968.187500 Penalty: 4698.499512
	Iteration 57Q: 3 clusters Score -940968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -940970.187500 Penalty: 4698.499512
	Iteration 58Q: 3 clusters Score -940970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -940969.687500 Penalty: 4698.499512
	Iteration 59Q: 3 clusters Score -940969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -940972.187500 Penalty: 4698.499512
	Iteration 60F: 3 clusters Score -940972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Entering Unmasked Estep 
Score: -627892.937500 Penalty: 2220.534912
	Iteration 0F: 2 clusters Score -627892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -621649.562500 Penalty: 4441.069824
	Iteration 0F: 3 clusters Score -621649.6 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -623438.125000 Penalty: 4441.069824
	Iteration 1F: 3 clusters Score -623438.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -623757.750000 Penalty: 4441.069824
	Iteration 2F: 3 clusters Score -623757.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -624071.000000 Penalty: 4441.069824
	Iteration 3F: 3 clusters Score -624071 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -624367.875000 Penalty: 4441.069824
	Iteration 4F: 3 clusters Score -624367.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -624638.125000 Penalty: 4441.069824
	Iteration 5Q: 3 clusters Score -624638.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -624881.375000 Penalty: 4441.069824
	Iteration 6Q: 3 clusters Score -624881.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -625114.500000 Penalty: 4441.069824
	Iteration 7Q: 3 clusters Score -625114.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -625308.125000 Penalty: 4441.069824
	Iteration 8Q: 3 clusters Score -625308.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -625487.000000 Penalty: 4441.069824
	Iteration 9Q: 3 clusters Score -625487 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -625663.187500 Penalty: 4441.069824
	Iteration 10Q: 3 clusters Score -625663.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -625814.812500 Penalty: 4441.069824
	Iteration 11Q: 3 clusters Score -625814.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -625950.437500 Penalty: 4441.069824
	Iteration 12Q: 3 clusters Score -625950.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -626072.375000 Penalty: 4441.069824
	Iteration 13Q: 3 clusters Score -626072.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -626180.375000 Penalty: 4441.069824
	Iteration 14Q: 3 clusters Score -626180.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -626278.187500 Penalty: 4441.069824
	Iteration 15Q: 3 clusters Score -626278.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -626372.875000 Penalty: 4441.069824
	Iteration 16Q: 3 clusters Score -626372.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -626474.187500 Penalty: 4441.069824
	Iteration 17Q: 3 clusters Score -626474.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -626562.437500 Penalty: 4441.069824
	Iteration 18Q: 3 clusters Score -626562.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -626632.625000 Penalty: 4441.069824
	Iteration 19Q: 3 clusters Score -626632.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -626695.375000 Penalty: 4441.069824
	Iteration 20F: 3 clusters Score -626695.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -626743.500000 Penalty: 4441.069824
	Iteration 21Q: 3 clusters Score -626743.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -626773.250000 Penalty: 4441.069824
	Iteration 22Q: 3 clusters Score -626773.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -626794.937500 Penalty: 4441.069824
	Iteration 23Q: 3 clusters Score -626794.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -626805.187500 Penalty: 4441.069824
	Iteration 24Q: 3 clusters Score -626805.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -626814.125000 Penalty: 4441.069824
	Iteration 25Q: 3 clusters Score -626814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -626819.500000 Penalty: 4441.069824
	Iteration 26Q: 3 clusters Score -626819.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -626823.000000 Penalty: 4441.069824
	Iteration 27Q: 3 clusters Score -626823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -626825.187500 Penalty: 4441.069824
	Iteration 28Q: 3 clusters Score -626825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -626827.812500 Penalty: 4441.069824
	Iteration 29Q: 3 clusters Score -626827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -626830.937500 Penalty: 4441.069824
	Iteration 30Q: 3 clusters Score -626830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -626832.250000 Penalty: 4441.069824
	Iteration 31Q: 3 clusters Score -626832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -626830.937500 Penalty: 4441.069824
	Iteration 32Q: 3 clusters Score -626830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -626833.312500 Penalty: 4441.069824
	Iteration 33Q: 3 clusters Score -626833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -626835.000000 Penalty: 4441.069824
	Iteration 34Q: 3 clusters Score -626835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -626836.312500 Penalty: 4441.069824
	Iteration 35Q: 3 clusters Score -626836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -626837.250000 Penalty: 4441.069824
	Iteration 36Q: 3 clusters Score -626837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -626837.437500 Penalty: 4441.069824
	Iteration 37Q: 3 clusters Score -626837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -626837.000000 Penalty: 4441.069824
	Iteration 38Q: 3 clusters Score -626837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -626838.125000 Penalty: 4441.069824
	Iteration 39Q: 3 clusters Score -626838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -626838.500000 Penalty: 4441.069824
	Iteration 40F: 3 clusters Score -626838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -67556.460938 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -67556.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65581.859375 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -65581.86 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -66297.164062 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -66297.16 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66664.375000 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -66664.38 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66865.437500 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -66865.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66953.101562 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -66953.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66994.601562 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -66994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67018.710938 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -67018.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67049.484375 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -67049.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67070.921875 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -67070.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67091.539062 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -67091.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67101.460938 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -67101.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67104.937500 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -67104.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67105.687500 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -67105.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67106.476562 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -67106.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67106.476562 Penalty: 3500.290283
	Iteration 14F: 3 clusters Score -67106.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -139989.203125 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -139989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -137490.656250 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -137490.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137975.687500 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -137975.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -138139.296875 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -138139.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -138231.500000 Penalty: 3720.810791
	Iteration 3F: 3 clusters Score -138231.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138287.125000 Penalty: 3720.810791
	Iteration 4Q: 3 clusters Score -138287.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138326.281250 Penalty: 3720.810791
	Iteration 5Q: 3 clusters Score -138326.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -138353.968750 Penalty: 3720.810791
	Iteration 6Q: 3 clusters Score -138354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138387.812500 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -138387.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -138417.640625 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -138417.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -138437.109375 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -138437.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -138451.390625 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -138451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -138462.390625 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -138462.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -138472.687500 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -138472.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -138483.250000 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -138483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -138490.140625 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -138490.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -138497.218750 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -138497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -138511.640625 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -138511.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -138536.656250 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -138536.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -138564.578125 Penalty: 3720.810791
	Iteration 18Q: 3 clusters Score -138564.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -138600.515625 Penalty: 3720.810791
	Iteration 19Q: 3 clusters Score -138600.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -138639.250000 Penalty: 3720.810791
	Iteration 20F: 3 clusters Score -138639.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -138679.921875 Penalty: 3720.810791
	Iteration 21Q: 3 clusters Score -138679.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -138716.984375 Penalty: 3720.810791
	Iteration 22Q: 3 clusters Score -138717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -138734.984375 Penalty: 3720.810791
	Iteration 23Q: 3 clusters Score -138735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -138758.875000 Penalty: 3720.810791
	Iteration 24Q: 3 clusters Score -138758.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -138778.609375 Penalty: 3720.810791
	Iteration 25Q: 3 clusters Score -138778.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -138791.703125 Penalty: 3720.810791
	Iteration 26Q: 3 clusters Score -138791.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -138805.843750 Penalty: 3720.810791
	Iteration 27Q: 3 clusters Score -138805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -138815.718750 Penalty: 3720.810791
	Iteration 28Q: 3 clusters Score -138815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -138821.250000 Penalty: 3720.810791
	Iteration 29Q: 3 clusters Score -138821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -138825.109375 Penalty: 3720.810791
	Iteration 30Q: 3 clusters Score -138825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -138831.812500 Penalty: 3720.810791
	Iteration 31Q: 3 clusters Score -138831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -138835.625000 Penalty: 3720.810791
	Iteration 32Q: 3 clusters Score -138835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -138840.359375 Penalty: 3720.810791
	Iteration 33Q: 3 clusters Score -138840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -138842.187500 Penalty: 3720.810791
	Iteration 34Q: 3 clusters Score -138842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -138844.546875 Penalty: 3720.810791
	Iteration 35Q: 3 clusters Score -138844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -138845.187500 Penalty: 3720.810791
	Iteration 36Q: 3 clusters Score -138845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -138845.578125 Penalty: 3720.810791
	Iteration 37Q: 3 clusters Score -138845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -138846.609375 Penalty: 3720.810791
	Iteration 38Q: 3 clusters Score -138846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -138849.671875 Penalty: 3720.810791
	Iteration 39Q: 3 clusters Score -138849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -138849.671875 Penalty: 3720.810791
	Iteration 40F: 3 clusters Score -138849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -84112.593750 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -84112.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -82103.265625 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -82103.27 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82425.648438 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -82425.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -82530.070312 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -82530.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82603.664062 Penalty: 3459.805176
	Iteration 3Q: 3 clusters Score -82603.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82662.289062 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -82662.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -82711.828125 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -82711.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -82766.054688 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -82766.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -82834.507812 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -82834.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -82943.031250 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -82943.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -83038.328125 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -83038.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -83115.414062 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -83115.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -83202.585938 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -83202.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83287.195312 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -83287.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83358.656250 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -83358.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83419.632812 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -83419.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83450.726562 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -83450.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83471.585938 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -83471.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83476.796875 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -83476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83481.820312 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -83481.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83484.195312 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -83484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83487.031250 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -83487.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83491.703125 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -83491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -83493.812500 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -83493.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83495.757812 Penalty: 3459.805176
	Iteration 23Q: 3 clusters Score -83495.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83496.960938 Penalty: 3459.805176
	Iteration 24Q: 3 clusters Score -83496.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83498.070312 Penalty: 3459.805176
	Iteration 25Q: 3 clusters Score -83498.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83498.546875 Penalty: 3459.805176
	Iteration 26Q: 3 clusters Score -83498.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83498.546875 Penalty: 3459.805176
	Iteration 27F: 3 clusters Score -83498.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -464648.656250 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -464648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -459647.000000 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -459647 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -460951.843750 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -460951.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -461245.125000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -461245.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -461491.687500 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -461491.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -461737.375000 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -461737.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -461983.656250 Penalty: 4289.082520
	Iteration 5F: 3 clusters Score -461983.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -462263.343750 Penalty: 4289.082520
	Iteration 6F: 3 clusters Score -462263.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -462717.687500 Penalty: 4289.082520
	Iteration 7F: 3 clusters Score -462717.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -463365.093750 Penalty: 4289.082520
	Iteration 8F: 3 clusters Score -463365.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -463781.031250 Penalty: 4289.082520
	Iteration 9F: 3 clusters Score -463781 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -463985.500000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -463985.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -464137.812500 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -464137.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -464277.468750 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -464277.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -464379.656250 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -464379.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -464489.093750 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -464489.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -464617.500000 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -464617.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -464753.375000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -464753.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -464877.250000 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -464877.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -464927.937500 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -464927.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -464949.000000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -464949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -464967.500000 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -464967.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -464979.125000 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -464979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -464985.625000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -464985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -464991.000000 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -464991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -464992.500000 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -464992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -464992.500000 Penalty: 4289.082520
	Iteration 25F: 3 clusters Score -464992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 1306 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Mstep: Class 51 contains 4389 members 
Entering Unmasked Estep 
Score: -51158764.000000 Penalty: 169439.390625
Splitting cluster 47 changes total score from -51159660.000000 to -51158764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -651093.312500 Penalty: 2232.333984
	Iteration 0F: 2 clusters Score -651093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -644596.875000 Penalty: 4464.667969
	Iteration 0F: 3 clusters Score -644596.9 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -646419.750000 Penalty: 4464.667969
	Iteration 1F: 3 clusters Score -646419.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -646730.937500 Penalty: 4464.667969
	Iteration 2F: 3 clusters Score -646730.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -646899.875000 Penalty: 4464.667969
	Iteration 3F: 3 clusters Score -646899.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -647025.062500 Penalty: 4464.667969
	Iteration 4Q: 3 clusters Score -647025.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -647124.062500 Penalty: 4464.667969
	Iteration 5Q: 3 clusters Score -647124.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -647210.437500 Penalty: 4464.667969
	Iteration 6Q: 3 clusters Score -647210.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -647298.312500 Penalty: 4464.667969
	Iteration 7Q: 3 clusters Score -647298.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -647386.187500 Penalty: 4464.667969
	Iteration 8Q: 3 clusters Score -647386.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -647488.750000 Penalty: 4464.667969
	Iteration 9Q: 3 clusters Score -647488.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -647620.437500 Penalty: 4464.667969
	Iteration 10Q: 3 clusters Score -647620.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -647781.937500 Penalty: 4464.667969
	Iteration 11Q: 3 clusters Score -647781.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -647959.875000 Penalty: 4464.667969
	Iteration 12Q: 3 clusters Score -647959.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -648176.375000 Penalty: 4464.667969
	Iteration 13Q: 3 clusters Score -648176.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -648398.187500 Penalty: 4464.667969
	Iteration 14Q: 3 clusters Score -648398.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -648595.562500 Penalty: 4464.667969
	Iteration 15Q: 3 clusters Score -648595.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -648749.937500 Penalty: 4464.667969
	Iteration 16Q: 3 clusters Score -648749.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -648887.250000 Penalty: 4464.667969
	Iteration 17Q: 3 clusters Score -648887.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -649005.312500 Penalty: 4464.667969
	Iteration 18Q: 3 clusters Score -649005.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -649078.625000 Penalty: 4464.667969
	Iteration 19Q: 3 clusters Score -649078.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -649143.500000 Penalty: 4464.667969
	Iteration 20F: 3 clusters Score -649143.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -649182.187500 Penalty: 4464.667969
	Iteration 21Q: 3 clusters Score -649182.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -649219.312500 Penalty: 4464.667969
	Iteration 22Q: 3 clusters Score -649219.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -649248.187500 Penalty: 4464.667969
	Iteration 23Q: 3 clusters Score -649248.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -649274.875000 Penalty: 4464.667969
	Iteration 24Q: 3 clusters Score -649274.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -649294.812500 Penalty: 4464.667969
	Iteration 25Q: 3 clusters Score -649294.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -649308.750000 Penalty: 4464.667969
	Iteration 26Q: 3 clusters Score -649308.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -649328.937500 Penalty: 4464.667969
	Iteration 27Q: 3 clusters Score -649328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -649341.750000 Penalty: 4464.667969
	Iteration 28Q: 3 clusters Score -649341.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -649354.187500 Penalty: 4464.667969
	Iteration 29Q: 3 clusters Score -649354.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -649361.750000 Penalty: 4464.667969
	Iteration 30Q: 3 clusters Score -649361.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -649365.125000 Penalty: 4464.667969
	Iteration 31Q: 3 clusters Score -649365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -649365.937500 Penalty: 4464.667969
	Iteration 32Q: 3 clusters Score -649365.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -649368.187500 Penalty: 4464.667969
	Iteration 33Q: 3 clusters Score -649368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -649369.750000 Penalty: 4464.667969
	Iteration 34Q: 3 clusters Score -649369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -649372.750000 Penalty: 4464.667969
	Iteration 35Q: 3 clusters Score -649372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -649372.562500 Penalty: 4464.667969
	Iteration 36Q: 3 clusters Score -649372.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -649373.812500 Penalty: 4464.667969
	Iteration 37Q: 3 clusters Score -649373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -649375.812500 Penalty: 4464.667969
	Iteration 38Q: 3 clusters Score -649375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -649375.437500 Penalty: 4464.667969
	Iteration 39Q: 3 clusters Score -649375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -649375.187500 Penalty: 4464.667969
	Iteration 40F: 3 clusters Score -649375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -195162.156250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -195162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -192061.375000 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -192061.4 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -192846.968750 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -192847 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -193132.171875 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -193132.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -193291.062500 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -193291.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -193372.781250 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -193372.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -193432.281250 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -193432.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -193488.703125 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -193488.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -193538.000000 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -193538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -193574.218750 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -193574.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -193617.671875 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -193617.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -193657.031250 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -193657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -193696.812500 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -193696.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -193738.171875 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -193738.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -193810.250000 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -193810.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -193894.093750 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -193894.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -193948.656250 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -193948.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -194013.031250 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -194013 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194073.031250 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -194073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194121.265625 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -194121.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -194152.234375 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -194152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194160.531250 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -194160.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -194168.906250 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -194168.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -194174.921875 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -194174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -194178.875000 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -194178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -194182.421875 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -194182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -194188.312500 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -194188.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -194192.781250 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -194192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -194194.671875 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -194194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194197.203125 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -194197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194200.062500 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -194200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -194208.671875 Penalty: 3941.697754
	Iteration 30Q: 3 clusters Score -194208.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194216.062500 Penalty: 3941.697754
	Iteration 31Q: 3 clusters Score -194216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194219.750000 Penalty: 3941.697754
	Iteration 32Q: 3 clusters Score -194219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194222.000000 Penalty: 3941.697754
	Iteration 33Q: 3 clusters Score -194222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -194225.718750 Penalty: 3941.697754
	Iteration 34Q: 3 clusters Score -194225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -194229.000000 Penalty: 3941.697754
	Iteration 35Q: 3 clusters Score -194229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -194230.015625 Penalty: 3941.697754
	Iteration 36Q: 3 clusters Score -194230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -194230.062500 Penalty: 3941.697754
	Iteration 37Q: 3 clusters Score -194230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -194230.062500 Penalty: 3941.697754
	Iteration 38F: 3 clusters Score -194230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -519339.156250 Penalty: 2201.071289
	Iteration 0F: 2 clusters Score -519339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -513560.500000 Penalty: 4402.142578
	Iteration 0F: 3 clusters Score -513560.5 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -515467.156250 Penalty: 4402.142578
	Iteration 1F: 3 clusters Score -515467.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -515974.718750 Penalty: 4402.142578
	Iteration 2F: 3 clusters Score -515974.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -516270.781250 Penalty: 4402.142578
	Iteration 3F: 3 clusters Score -516270.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -516486.625000 Penalty: 4402.142578
	Iteration 4Q: 3 clusters Score -516486.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -516676.000000 Penalty: 4402.142578
	Iteration 5Q: 3 clusters Score -516676 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -516841.906250 Penalty: 4402.142578
	Iteration 6Q: 3 clusters Score -516841.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516963.718750 Penalty: 4402.142578
	Iteration 7Q: 3 clusters Score -516963.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -517083.875000 Penalty: 4402.142578
	Iteration 8Q: 3 clusters Score -517083.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -517204.000000 Penalty: 4402.142578
	Iteration 9Q: 3 clusters Score -517204 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -517339.125000 Penalty: 4402.142578
	Iteration 10Q: 3 clusters Score -517339.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -517505.156250 Penalty: 4402.142578
	Iteration 11Q: 3 clusters Score -517505.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -517709.781250 Penalty: 4402.142578
	Iteration 12Q: 3 clusters Score -517709.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -517889.500000 Penalty: 4402.142578
	Iteration 13Q: 3 clusters Score -517889.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -518017.718750 Penalty: 4402.142578
	Iteration 14Q: 3 clusters Score -518017.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -518125.156250 Penalty: 4402.142578
	Iteration 15Q: 3 clusters Score -518125.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -518236.562500 Penalty: 4402.142578
	Iteration 16Q: 3 clusters Score -518236.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -518346.562500 Penalty: 4402.142578
	Iteration 17Q: 3 clusters Score -518346.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -518445.031250 Penalty: 4402.142578
	Iteration 18Q: 3 clusters Score -518445 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -518544.781250 Penalty: 4402.142578
	Iteration 19Q: 3 clusters Score -518544.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -518629.843750 Penalty: 4402.142578
	Iteration 20F: 3 clusters Score -518629.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -518694.125000 Penalty: 4402.142578
	Iteration 21Q: 3 clusters Score -518694.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -518748.718750 Penalty: 4402.142578
	Iteration 22Q: 3 clusters Score -518748.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -518811.625000 Penalty: 4402.142578
	Iteration 23Q: 3 clusters Score -518811.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -518881.250000 Penalty: 4402.142578
	Iteration 24Q: 3 clusters Score -518881.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -518978.718750 Penalty: 4402.142578
	Iteration 25Q: 3 clusters Score -518978.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -519083.531250 Penalty: 4402.142578
	Iteration 26Q: 3 clusters Score -519083.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -519227.812500 Penalty: 4402.142578
	Iteration 27Q: 3 clusters Score -519227.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -519441.437500 Penalty: 4402.142578
	Iteration 28Q: 3 clusters Score -519441.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -519651.125000 Penalty: 4402.142578
	Iteration 29Q: 3 clusters Score -519651.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -519760.750000 Penalty: 4402.142578
	Iteration 30Q: 3 clusters Score -519760.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -519794.781250 Penalty: 4402.142578
	Iteration 31Q: 3 clusters Score -519794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -519808.375000 Penalty: 4402.142578
	Iteration 32Q: 3 clusters Score -519808.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -519817.218750 Penalty: 4402.142578
	Iteration 33Q: 3 clusters Score -519817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -519820.812500 Penalty: 4402.142578
	Iteration 34Q: 3 clusters Score -519820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -519824.656250 Penalty: 4402.142578
	Iteration 35Q: 3 clusters Score -519824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -519827.625000 Penalty: 4402.142578
	Iteration 36Q: 3 clusters Score -519827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -519827.625000 Penalty: 4402.142578
	Iteration 37F: 3 clusters Score -519827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 6388 members 
Mstep: Class 51 contains 765 members 
Entering Unmasked Estep 
Score: -51159024.000000 Penalty: 169439.390625
Splitting cluster 50 changes total score from -51159660.000000 to -51159024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20930 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21008 members 
Mstep: Class 15 contains 55683 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56926 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60334 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15772 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55539 members 
Mstep: Class 33 contains 20649 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60779 members 
Mstep: Class 36 contains 15549 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12444 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13001 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159628.000000 Penalty: 166117.046875
Iteration 159Q: 51 clusters Score -5.115963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20925 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 55685 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 56928 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 55538 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60778 members 
Mstep: Class 36 contains 15546 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13006 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8116 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159616.000000 Penalty: 166117.046875
Iteration 160F: 51 clusters Score -5.115962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21007 members 
Mstep: Class 15 contains 55686 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56931 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9515 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60776 members 
Mstep: Class 36 contains 15543 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13013 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159624.000000 Penalty: 166117.046875
Iteration 161Q: 51 clusters Score -5.115962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20924 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21006 members 
Mstep: Class 15 contains 55687 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16325 members 
Mstep: Class 19 contains 56932 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60335 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60774 members 
Mstep: Class 36 contains 15541 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13019 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8118 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159624.000000 Penalty: 166117.046875
Iteration 162Q: 51 clusters Score -5.115962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20920 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14447 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21005 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60339 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9516 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60767 members 
Mstep: Class 36 contains 15536 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13024 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8119 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159632.000000 Penalty: 166117.046875
Iteration 163Q: 51 clusters Score -5.115963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20915 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21005 members 
Mstep: Class 15 contains 55691 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60341 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9517 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20647 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60768 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2792 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21823 members 
Mstep: Class 42 contains 13024 members 
Mstep: Class 43 contains 7737 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8118 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159632.000000 Penalty: 166117.046875
Iteration 164Q: 51 clusters Score -5.115963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 21005 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60343 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23725 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20647 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60765 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2793 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13028 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159656.000000 Penalty: 166117.046875
Iteration 165Q: 51 clusters Score -5.115966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20912 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 21003 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16328 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60344 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60766 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2792 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13030 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8114 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159636.000000 Penalty: 166117.046875
Iteration 166Q: 51 clusters Score -5.115964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20912 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16326 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60346 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15774 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60765 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2792 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13035 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8111 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159680.000000 Penalty: 166117.046875
Iteration 167Q: 51 clusters Score -5.115968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20912 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5352 members 
Mstep: Class 14 contains 21000 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16327 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60346 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15773 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9520 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60763 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2791 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12446 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13036 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8111 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159672.000000 Penalty: 166117.046875
Iteration 168Q: 51 clusters Score -5.115967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20912 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60346 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12445 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13037 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8113 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159700.000000 Penalty: 166117.046875
Iteration 169Q: 51 clusters Score -5.11597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20909 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12443 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13039 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8115 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159688.000000 Penalty: 166117.046875
Iteration 170Q: 51 clusters Score -5.115969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20906 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12442 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13041 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8116 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159668.000000 Penalty: 166117.046875
Iteration 171Q: 51 clusters Score -5.115967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12441 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159664.000000 Penalty: 166117.046875
Iteration 172Q: 51 clusters Score -5.115966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12440 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159660.000000 Penalty: 166117.046875
Iteration 173Q: 51 clusters Score -5.115966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159692.000000 Penalty: 166117.046875
Iteration 174Q: 51 clusters Score -5.115969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159692.000000 Penalty: 166117.046875
Iteration 175F: 51 clusters Score -5.115969e+07 nChanged 0
Entering ConstructFrom: 
Score: -51159692.000000 Penalty: 166117.046875
Entering ConstructFrom: 
Trying to split cluster 1 (21265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Entering Unmasked Estep 
Score: -1817402.500000 Penalty: 2471.274902
	Iteration 0F: 2 clusters Score -1817402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1802430.500000 Penalty: 4942.549805
	Iteration 0F: 3 clusters Score -1802430 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1807692.125000 Penalty: 4942.549805
	Iteration 1F: 3 clusters Score -1807692 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1808522.000000 Penalty: 4942.549805
	Iteration 2F: 3 clusters Score -1808522 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1809548.875000 Penalty: 4942.549805
	Iteration 3F: 3 clusters Score -1809549 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1810725.000000 Penalty: 4942.549805
	Iteration 4F: 3 clusters Score -1810725 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1811921.125000 Penalty: 4942.549805
	Iteration 5F: 3 clusters Score -1811921 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1812865.625000 Penalty: 4942.549805
	Iteration 6F: 3 clusters Score -1812866 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1813477.500000 Penalty: 4942.549805
	Iteration 7Q: 3 clusters Score -1813478 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1813874.625000 Penalty: 4942.549805
	Iteration 8Q: 3 clusters Score -1813875 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1814120.875000 Penalty: 4942.549805
	Iteration 9Q: 3 clusters Score -1814121 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1814321.625000 Penalty: 4942.549805
	Iteration 10Q: 3 clusters Score -1814322 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1814503.375000 Penalty: 4942.549805
	Iteration 11Q: 3 clusters Score -1814503 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1814671.375000 Penalty: 4942.549805
	Iteration 12Q: 3 clusters Score -1814671 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1814822.000000 Penalty: 4942.549805
	Iteration 13Q: 3 clusters Score -1814822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1814951.125000 Penalty: 4942.549805
	Iteration 14Q: 3 clusters Score -1814951 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1815056.250000 Penalty: 4942.549805
	Iteration 15Q: 3 clusters Score -1815056 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1815159.000000 Penalty: 4942.549805
	Iteration 16Q: 3 clusters Score -1815159 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1815259.000000 Penalty: 4942.549805
	Iteration 17Q: 3 clusters Score -1815259 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1815349.125000 Penalty: 4942.549805
	Iteration 18Q: 3 clusters Score -1815349 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1815429.500000 Penalty: 4942.549805
	Iteration 19Q: 3 clusters Score -1815430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1815490.625000 Penalty: 4942.549805
	Iteration 20F: 3 clusters Score -1815491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1815520.750000 Penalty: 4942.549805
	Iteration 21Q: 3 clusters Score -1815521 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1815554.250000 Penalty: 4942.549805
	Iteration 22Q: 3 clusters Score -1815554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1815573.250000 Penalty: 4942.549805
	Iteration 23Q: 3 clusters Score -1815573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1815590.000000 Penalty: 4942.549805
	Iteration 24Q: 3 clusters Score -1815590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1815603.250000 Penalty: 4942.549805
	Iteration 25Q: 3 clusters Score -1815603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1815617.000000 Penalty: 4942.549805
	Iteration 26Q: 3 clusters Score -1815617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1815609.250000 Penalty: 4942.549805
	Iteration 27Q: 3 clusters Score -1815609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1815621.250000 Penalty: 4942.549805
	Iteration 28Q: 3 clusters Score -1815621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1815618.625000 Penalty: 4942.549805
	Iteration 29Q: 3 clusters Score -1815619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1815627.750000 Penalty: 4942.549805
	Iteration 30Q: 3 clusters Score -1815628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1815629.250000 Penalty: 4942.549805
	Iteration 31Q: 3 clusters Score -1815629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1815634.375000 Penalty: 4942.549805
	Iteration 32Q: 3 clusters Score -1815634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1815634.250000 Penalty: 4942.549805
	Iteration 33Q: 3 clusters Score -1815634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1815638.125000 Penalty: 4942.549805
	Iteration 34Q: 3 clusters Score -1815638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1815635.625000 Penalty: 4942.549805
	Iteration 35Q: 3 clusters Score -1815636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1815641.875000 Penalty: 4942.549805
	Iteration 36Q: 3 clusters Score -1815642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1815640.375000 Penalty: 4942.549805
	Iteration 37Q: 3 clusters Score -1815640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1815638.250000 Penalty: 4942.549805
	Iteration 38Q: 3 clusters Score -1815638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1815639.250000 Penalty: 4942.549805
	Iteration 39Q: 3 clusters Score -1815639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1815639.875000 Penalty: 4942.549805
	Iteration 40F: 3 clusters Score -1815640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1815640.500000 Penalty: 4942.549805
	Iteration 41Q: 3 clusters Score -1815640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1815639.250000 Penalty: 4942.549805
	Iteration 42Q: 3 clusters Score -1815639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1815639.750000 Penalty: 4942.549805
	Iteration 43Q: 3 clusters Score -1815640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1815643.875000 Penalty: 4942.549805
	Iteration 44Q: 3 clusters Score -1815644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1815643.875000 Penalty: 4942.549805
	Iteration 45F: 3 clusters Score -1815644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99279.250000 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99279.25 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -99629.796875 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99629.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99748.343750 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99748.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99808.726562 Penalty: 3581.668213
	Iteration 3Q: 3 clusters Score -99808.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99853.757812 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -99853.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99907.507812 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -99907.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99957.906250 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -99957.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100000.515625 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -100000.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100038.250000 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -100038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100079.476562 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -100079.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100137.554688 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -100137.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100194.460938 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -100194.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100234.359375 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -100234.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100303.398438 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -100303.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100350.117188 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -100350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100372.554688 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -100372.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100397.179688 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -100397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100418.921875 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -100418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100434.140625 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -100434.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100451.078125 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -100451.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100463.984375 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -100464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100472.335938 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -100472.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100481.015625 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -100481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100486.429688 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -100486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100494.921875 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -100494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100504.070312 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -100504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100510.390625 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -100510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100515.359375 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -100515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100518.171875 Penalty: 3581.668213
	Iteration 28Q: 3 clusters Score -100518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100518.500000 Penalty: 3581.668213
	Iteration 29Q: 3 clusters Score -100518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100518.500000 Penalty: 3581.668213
	Iteration 30F: 3 clusters Score -100518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 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 837 members 
Entering Unmasked Estep 
Score: -133952.984375 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133953 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -134354.562500 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134354.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134477.171875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134477.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -134536.109375 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -134536.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -134580.187500 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134580.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -134616.843750 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134616.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -134643.234375 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134643.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -134661.765625 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134661.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -134671.218750 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -134680.125000 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134680.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -134689.328125 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134689.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -134694.640625 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -134699.578125 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -134705.968750 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -134720.218750 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134720.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -134732.000000 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -134743.328125 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -134752.125000 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -134752.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -134760.687500 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -134760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -134766.328125 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -134766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -134771.921875 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -134771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -134774.750000 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -134774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -134777.640625 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -134777.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -134780.140625 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -134780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -134783.265625 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -134783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -134787.921875 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -134787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -134791.187500 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -134791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -134797.562500 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -134797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -134801.296875 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -134801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -134805.468750 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -134805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -134813.578125 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -134813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -134824.750000 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -134824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -134833.734375 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -134833.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -134837.968750 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -134838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -134844.312500 Penalty: 3683.273193
	Iteration 34Q: 3 clusters Score -134844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -134853.359375 Penalty: 3683.273193
	Iteration 35Q: 3 clusters Score -134853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -134855.796875 Penalty: 3683.273193
	Iteration 36Q: 3 clusters Score -134855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -134858.281250 Penalty: 3683.273193
	Iteration 37Q: 3 clusters Score -134858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -134858.703125 Penalty: 3683.273193
	Iteration 38Q: 3 clusters Score -134858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -134858.703125 Penalty: 3683.273193
	Iteration 39F: 3 clusters Score -134858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -218749.140625 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -218749.1 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 1384 members 
Entering Unmasked Estep 
Score: -215693.843750 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -215693.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -216387.250000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -216387.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -216582.718750 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -216582.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -216713.421875 Penalty: 3928.541504
	Iteration 3F: 3 clusters Score -216713.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -216799.156250 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -216799.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -216860.281250 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -216860.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -216925.937500 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -216925.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -216977.437500 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -216977.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -217025.703125 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -217025.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -217073.046875 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -217073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -217136.734375 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -217136.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -217196.187500 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -217196.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -217242.890625 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -217242.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -217292.140625 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -217292.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -217334.218750 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -217334.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -217374.109375 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -217374.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -217408.828125 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -217408.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -217430.218750 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -217430.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -217449.140625 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -217449.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -217463.656250 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -217463.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -217472.250000 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -217472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -217476.953125 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -217477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -217482.390625 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -217482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -217485.250000 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -217485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -217490.640625 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -217490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -217496.328125 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -217496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -217499.593750 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -217499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -217505.453125 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -217505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -217509.750000 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -217509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -217513.406250 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -217513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -217514.156250 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -217514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -217514.156250 Penalty: 3928.541504
	Iteration 31F: 3 clusters Score -217514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -585105.312500 Penalty: 2197.368652
	Iteration 0F: 2 clusters Score -585105.3 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 3535 members 
Entering Unmasked Estep 
Score: -579321.750000 Penalty: 4394.737305
	Iteration 0F: 3 clusters Score -579321.8 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -580871.625000 Penalty: 4394.737305
	Iteration 1F: 3 clusters Score -580871.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -581190.375000 Penalty: 4394.737305
	Iteration 2F: 3 clusters Score -581190.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -581417.250000 Penalty: 4394.737305
	Iteration 3F: 3 clusters Score -581417.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -581602.750000 Penalty: 4394.737305
	Iteration 4Q: 3 clusters Score -581602.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -581760.187500 Penalty: 4394.737305
	Iteration 5Q: 3 clusters Score -581760.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -581902.562500 Penalty: 4394.737305
	Iteration 6Q: 3 clusters Score -581902.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -582042.437500 Penalty: 4394.737305
	Iteration 7Q: 3 clusters Score -582042.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -582158.750000 Penalty: 4394.737305
	Iteration 8Q: 3 clusters Score -582158.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -582267.250000 Penalty: 4394.737305
	Iteration 9Q: 3 clusters Score -582267.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -582353.125000 Penalty: 4394.737305
	Iteration 10Q: 3 clusters Score -582353.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -582439.000000 Penalty: 4394.737305
	Iteration 11Q: 3 clusters Score -582439 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -582517.812500 Penalty: 4394.737305
	Iteration 12Q: 3 clusters Score -582517.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -582574.375000 Penalty: 4394.737305
	Iteration 13Q: 3 clusters Score -582574.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -582626.937500 Penalty: 4394.737305
	Iteration 14Q: 3 clusters Score -582626.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -582677.437500 Penalty: 4394.737305
	Iteration 15Q: 3 clusters Score -582677.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -582715.687500 Penalty: 4394.737305
	Iteration 16Q: 3 clusters Score -582715.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -582742.625000 Penalty: 4394.737305
	Iteration 17Q: 3 clusters Score -582742.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -582766.125000 Penalty: 4394.737305
	Iteration 18Q: 3 clusters Score -582766.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -582787.937500 Penalty: 4394.737305
	Iteration 19Q: 3 clusters Score -582787.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -582800.437500 Penalty: 4394.737305
	Iteration 20F: 3 clusters Score -582800.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -582814.375000 Penalty: 4394.737305
	Iteration 21Q: 3 clusters Score -582814.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -582826.812500 Penalty: 4394.737305
	Iteration 22Q: 3 clusters Score -582826.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -582834.625000 Penalty: 4394.737305
	Iteration 23Q: 3 clusters Score -582834.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -582838.687500 Penalty: 4394.737305
	Iteration 24Q: 3 clusters Score -582838.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -582842.500000 Penalty: 4394.737305
	Iteration 25Q: 3 clusters Score -582842.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -582844.312500 Penalty: 4394.737305
	Iteration 26Q: 3 clusters Score -582844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -582848.062500 Penalty: 4394.737305
	Iteration 27Q: 3 clusters Score -582848.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -582846.812500 Penalty: 4394.737305
	Iteration 28Q: 3 clusters Score -582846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -582849.062500 Penalty: 4394.737305
	Iteration 29Q: 3 clusters Score -582849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -582849.500000 Penalty: 4394.737305
	Iteration 30Q: 3 clusters Score -582849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -582848.812500 Penalty: 4394.737305
	Iteration 31Q: 3 clusters Score -582848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -582850.000000 Penalty: 4394.737305
	Iteration 32Q: 3 clusters Score -582850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -582849.062500 Penalty: 4394.737305
	Iteration 33Q: 3 clusters Score -582849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -582849.687500 Penalty: 4394.737305
	Iteration 34Q: 3 clusters Score -582849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -582849.875000 Penalty: 4394.737305
	Iteration 35Q: 3 clusters Score -582849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -582849.875000 Penalty: 4394.737305
	Iteration 36F: 3 clusters Score -582849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -461891.375000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -461891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -456861.718750 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -456861.7 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -458060.468750 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -458060.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -458281.625000 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -458281.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -458433.625000 Penalty: 4294.108398
	Iteration 3F: 3 clusters Score -458433.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -458540.000000 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -458540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -458632.875000 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -458632.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -458709.250000 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -458709.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -458767.968750 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -458768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -458811.343750 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -458811.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -458855.937500 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -458855.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -458895.093750 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -458895.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -458927.625000 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -458927.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -458955.687500 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -458955.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -458983.875000 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -458983.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -459013.500000 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -459013.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -459046.625000 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -459046.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -459077.968750 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -459078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -459111.375000 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -459111.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -459145.125000 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -459145.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -459181.593750 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -459181.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -459229.593750 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -459229.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -459281.875000 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -459281.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -459344.906250 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -459344.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -459414.562500 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -459414.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -459488.968750 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -459489 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -459578.437500 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -459578.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -459657.625000 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -459657.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -459728.218750 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -459728.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -459800.281250 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -459800.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -459855.843750 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -459855.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -459885.281250 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -459885.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -459910.468750 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -459910.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -459928.500000 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -459928.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -459955.468750 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -459955.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -459981.093750 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -459981.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -460001.656250 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -460001.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -460011.968750 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -460012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -460024.687500 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -460024.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -460037.562500 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -460037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -460044.906250 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -460044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -460052.375000 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -460052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -460056.062500 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -460056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -460058.437500 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -460058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -460059.156250 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -460059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -460059.687500 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -460059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -460061.437500 Penalty: 4294.108398
	Iteration 45Q: 3 clusters Score -460061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -460064.218750 Penalty: 4294.108398
	Iteration 46Q: 3 clusters Score -460064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -460069.593750 Penalty: 4294.108398
	Iteration 47Q: 3 clusters Score -460069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -460073.062500 Penalty: 4294.108398
	Iteration 48Q: 3 clusters Score -460073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -460073.968750 Penalty: 4294.108398
	Iteration 49Q: 3 clusters Score -460074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -460074.593750 Penalty: 4294.108398
	Iteration 50Q: 3 clusters Score -460074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -460075.625000 Penalty: 4294.108398
	Iteration 51Q: 3 clusters Score -460075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -460075.468750 Penalty: 4294.108398
	Iteration 52Q: 3 clusters Score -460075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -460076.406250 Penalty: 4294.108398
	Iteration 53Q: 3 clusters Score -460076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -460076.406250 Penalty: 4294.108398
	Iteration 54F: 3 clusters Score -460076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Entering Unmasked Estep 
Score: -1710364.250000 Penalty: 2467.040283
	Iteration 0F: 2 clusters Score -1710364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1695687.625000 Penalty: 4934.080566
	Iteration 0F: 3 clusters Score -1695688 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1700838.625000 Penalty: 4934.080566
	Iteration 1F: 3 clusters Score -1700839 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1701599.625000 Penalty: 4934.080566
	Iteration 2F: 3 clusters Score -1701600 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1702350.500000 Penalty: 4934.080566
	Iteration 3F: 3 clusters Score -1702350 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1703067.500000 Penalty: 4934.080566
	Iteration 4F: 3 clusters Score -1703068 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1703650.250000 Penalty: 4934.080566
	Iteration 5F: 3 clusters Score -1703650 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1704108.500000 Penalty: 4934.080566
	Iteration 6Q: 3 clusters Score -1704108 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1704522.125000 Penalty: 4934.080566
	Iteration 7Q: 3 clusters Score -1704522 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1704867.125000 Penalty: 4934.080566
	Iteration 8Q: 3 clusters Score -1704867 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1705125.000000 Penalty: 4934.080566
	Iteration 9Q: 3 clusters Score -1705125 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1705359.250000 Penalty: 4934.080566
	Iteration 10Q: 3 clusters Score -1705359 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1705560.750000 Penalty: 4934.080566
	Iteration 11Q: 3 clusters Score -1705561 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1705782.625000 Penalty: 4934.080566
	Iteration 12Q: 3 clusters Score -1705783 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1705969.750000 Penalty: 4934.080566
	Iteration 13Q: 3 clusters Score -1705970 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1706139.000000 Penalty: 4934.080566
	Iteration 14Q: 3 clusters Score -1706139 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1706287.750000 Penalty: 4934.080566
	Iteration 15Q: 3 clusters Score -1706288 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1706450.875000 Penalty: 4934.080566
	Iteration 16Q: 3 clusters Score -1706451 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1706620.375000 Penalty: 4934.080566
	Iteration 17Q: 3 clusters Score -1706620 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1706795.875000 Penalty: 4934.080566
	Iteration 18Q: 3 clusters Score -1706796 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1706963.875000 Penalty: 4934.080566
	Iteration 19Q: 3 clusters Score -1706964 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1707122.500000 Penalty: 4934.080566
	Iteration 20F: 3 clusters Score -1707122 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1707268.625000 Penalty: 4934.080566
	Iteration 21Q: 3 clusters Score -1707269 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1707434.625000 Penalty: 4934.080566
	Iteration 22Q: 3 clusters Score -1707435 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1707597.375000 Penalty: 4934.080566
	Iteration 23Q: 3 clusters Score -1707597 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1707713.750000 Penalty: 4934.080566
	Iteration 24Q: 3 clusters Score -1707714 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1707833.875000 Penalty: 4934.080566
	Iteration 25Q: 3 clusters Score -1707834 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1707966.500000 Penalty: 4934.080566
	Iteration 26Q: 3 clusters Score -1707966 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1708093.500000 Penalty: 4934.080566
	Iteration 27Q: 3 clusters Score -1708094 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1708199.875000 Penalty: 4934.080566
	Iteration 28Q: 3 clusters Score -1708200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1708298.625000 Penalty: 4934.080566
	Iteration 29Q: 3 clusters Score -1708299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1708365.500000 Penalty: 4934.080566
	Iteration 30Q: 3 clusters Score -1708366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1708403.375000 Penalty: 4934.080566
	Iteration 31Q: 3 clusters Score -1708403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1708436.375000 Penalty: 4934.080566
	Iteration 32Q: 3 clusters Score -1708436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1708454.250000 Penalty: 4934.080566
	Iteration 33Q: 3 clusters Score -1708454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1708481.000000 Penalty: 4934.080566
	Iteration 34Q: 3 clusters Score -1708481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1708496.625000 Penalty: 4934.080566
	Iteration 35Q: 3 clusters Score -1708497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1708513.750000 Penalty: 4934.080566
	Iteration 36Q: 3 clusters Score -1708514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1708532.875000 Penalty: 4934.080566
	Iteration 37Q: 3 clusters Score -1708533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1708550.625000 Penalty: 4934.080566
	Iteration 38Q: 3 clusters Score -1708551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1708565.875000 Penalty: 4934.080566
	Iteration 39Q: 3 clusters Score -1708566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1708566.750000 Penalty: 4934.080566
	Iteration 40F: 3 clusters Score -1708567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1708576.500000 Penalty: 4934.080566
	Iteration 41Q: 3 clusters Score -1708576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1708586.500000 Penalty: 4934.080566
	Iteration 42Q: 3 clusters Score -1708586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1708591.500000 Penalty: 4934.080566
	Iteration 43Q: 3 clusters Score -1708592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1708594.625000 Penalty: 4934.080566
	Iteration 44Q: 3 clusters Score -1708595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1708598.250000 Penalty: 4934.080566
	Iteration 45Q: 3 clusters Score -1708598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1708597.875000 Penalty: 4934.080566
	Iteration 46Q: 3 clusters Score -1708598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1708600.500000 Penalty: 4934.080566
	Iteration 47Q: 3 clusters Score -1708600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1708605.125000 Penalty: 4934.080566
	Iteration 48Q: 3 clusters Score -1708605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1708606.750000 Penalty: 4934.080566
	Iteration 49Q: 3 clusters Score -1708607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1708610.125000 Penalty: 4934.080566
	Iteration 50Q: 3 clusters Score -1708610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1708613.375000 Penalty: 4934.080566
	Iteration 51Q: 3 clusters Score -1708613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1708615.750000 Penalty: 4934.080566
	Iteration 52Q: 3 clusters Score -1708616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1708619.000000 Penalty: 4934.080566
	Iteration 53Q: 3 clusters Score -1708619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1708617.500000 Penalty: 4934.080566
	Iteration 54Q: 3 clusters Score -1708618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1708620.000000 Penalty: 4934.080566
	Iteration 55Q: 3 clusters Score -1708620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1708619.500000 Penalty: 4934.080566
	Iteration 56Q: 3 clusters Score -1708620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1708623.000000 Penalty: 4934.080566
	Iteration 57Q: 3 clusters Score -1708623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1708623.000000 Penalty: 4934.080566
	Iteration 58Q: 3 clusters Score -1708623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1708629.000000 Penalty: 4934.080566
	Iteration 59Q: 3 clusters Score -1708629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1708631.875000 Penalty: 4934.080566
	Iteration 60F: 3 clusters Score -1708632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1708629.500000 Penalty: 4934.080566
	Iteration 61Q: 3 clusters Score -1708630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1708630.250000 Penalty: 4934.080566
	Iteration 62Q: 3 clusters Score -1708630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1708630.250000 Penalty: 4934.080566
	Iteration 63F: 3 clusters Score -1708630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -215176.343750 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -215176.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -212040.828125 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -212040.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -212648.828125 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -212648.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -212807.312500 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -212807.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -212944.046875 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -212944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -213155.343750 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -213155.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -213553.031250 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -213553 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -214078.140625 Penalty: 3926.555664
	Iteration 6F: 3 clusters Score -214078.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -214792.515625 Penalty: 3926.555664
	Iteration 7F: 3 clusters Score -214792.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -215197.843750 Penalty: 3926.555664
	Iteration 8F: 3 clusters Score -215197.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -215502.234375 Penalty: 3926.555664
	Iteration 9F: 3 clusters Score -215502.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -215717.937500 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -215717.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -215857.218750 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -215857.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -215971.109375 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -215971.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -216072.093750 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -216072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -216162.546875 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -216162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -216249.375000 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -216249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -216309.484375 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -216309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -216338.875000 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -216338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -216343.765625 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -216343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -216343.765625 Penalty: 3926.555664
	Iteration 19F: 3 clusters Score -216343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 2266 members 
Entering Unmasked Estep 
Score: -51159560.000000 Penalty: 169439.390625
Splitting cluster 8 changes total score from -51159692.000000 to -51159560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -776252.000000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -776252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -768726.375000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -768726.4 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -770856.812500 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -770856.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -771118.125000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -771118.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -771335.000000 Penalty: 4553.732422
	Iteration 3Q: 3 clusters Score -771335 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -771532.250000 Penalty: 4553.732422
	Iteration 4Q: 3 clusters Score -771532.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -771744.687500 Penalty: 4553.732422
	Iteration 5Q: 3 clusters Score -771744.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -771981.312500 Penalty: 4553.732422
	Iteration 6Q: 3 clusters Score -771981.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -772303.625000 Penalty: 4553.732422
	Iteration 7Q: 3 clusters Score -772303.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -772667.750000 Penalty: 4553.732422
	Iteration 8F: 3 clusters Score -772667.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -773052.937500 Penalty: 4553.732422
	Iteration 9F: 3 clusters Score -773052.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -773425.125000 Penalty: 4553.732422
	Iteration 10F: 3 clusters Score -773425.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -773771.750000 Penalty: 4553.732422
	Iteration 11F: 3 clusters Score -773771.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -774056.000000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -774056 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -774269.687500 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -774269.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -774388.000000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -774388 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -774483.437500 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -774483.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -774559.250000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -774559.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -774631.875000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -774631.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -774689.937500 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -774689.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -774737.750000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -774737.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -774781.000000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -774781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -774799.375000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -774799.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -774821.187500 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -774821.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -774837.375000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -774837.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -774857.250000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -774857.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -774876.125000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -774876.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -774887.500000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -774887.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -774901.875000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -774901.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -774910.812500 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -774910.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -774919.375000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -774919.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -774933.812500 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -774933.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -774940.125000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -774940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -774940.812500 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -774940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -774942.562500 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -774942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -774943.375000 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -774943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -774945.500000 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -774945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -774946.312500 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -774946.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -774948.875000 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -774948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -774950.562500 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -774950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -774952.000000 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -774952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -774954.312500 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -774954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -774957.062500 Penalty: 4553.732422
	Iteration 41Q: 3 clusters Score -774957.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -774957.687500 Penalty: 4553.732422
	Iteration 42Q: 3 clusters Score -774957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -774957.125000 Penalty: 4553.732422
	Iteration 43Q: 3 clusters Score -774957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -774957.312500 Penalty: 4553.732422
	Iteration 44Q: 3 clusters Score -774957.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -774961.937500 Penalty: 4553.732422
	Iteration 45Q: 3 clusters Score -774961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -774963.937500 Penalty: 4553.732422
	Iteration 46Q: 3 clusters Score -774963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -774965.875000 Penalty: 4553.732422
	Iteration 47Q: 3 clusters Score -774965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -774966.500000 Penalty: 4553.732422
	Iteration 48Q: 3 clusters Score -774966.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -774970.062500 Penalty: 4553.732422
	Iteration 49Q: 3 clusters Score -774970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -774972.875000 Penalty: 4553.732422
	Iteration 50Q: 3 clusters Score -774972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -774974.437500 Penalty: 4553.732422
	Iteration 51Q: 3 clusters Score -774974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -774975.437500 Penalty: 4553.732422
	Iteration 52Q: 3 clusters Score -774975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -774976.000000 Penalty: 4553.732422
	Iteration 53Q: 3 clusters Score -774976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -774978.062500 Penalty: 4553.732422
	Iteration 54Q: 3 clusters Score -774978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -774979.000000 Penalty: 4553.732422
	Iteration 55Q: 3 clusters Score -774979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -774979.687500 Penalty: 4553.732422
	Iteration 56Q: 3 clusters Score -774979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -774981.000000 Penalty: 4553.732422
	Iteration 57Q: 3 clusters Score -774981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -774981.000000 Penalty: 4553.732422
	Iteration 58F: 3 clusters Score -774981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -178128.515625 Penalty: 1922.045654
	Iteration 0F: 2 clusters Score -178128.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -175373.062500 Penalty: 3844.091309
	Iteration 0F: 3 clusters Score -175373.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -176003.515625 Penalty: 3844.091309
	Iteration 1F: 3 clusters Score -176003.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -176337.296875 Penalty: 3844.091309
	Iteration 2F: 3 clusters Score -176337.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176575.437500 Penalty: 3844.091309
	Iteration 3F: 3 clusters Score -176575.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -176742.515625 Penalty: 3844.091309
	Iteration 4F: 3 clusters Score -176742.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -176889.062500 Penalty: 3844.091309
	Iteration 5Q: 3 clusters Score -176889.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -176978.531250 Penalty: 3844.091309
	Iteration 6Q: 3 clusters Score -176978.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -177052.875000 Penalty: 3844.091309
	Iteration 7Q: 3 clusters Score -177052.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -177107.609375 Penalty: 3844.091309
	Iteration 8Q: 3 clusters Score -177107.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -177174.312500 Penalty: 3844.091309
	Iteration 9Q: 3 clusters Score -177174.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -177289.656250 Penalty: 3844.091309
	Iteration 10Q: 3 clusters Score -177289.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -177411.750000 Penalty: 3844.091309
	Iteration 11Q: 3 clusters Score -177411.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -177545.609375 Penalty: 3844.091309
	Iteration 12Q: 3 clusters Score -177545.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -177719.062500 Penalty: 3844.091309
	Iteration 13Q: 3 clusters Score -177719.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -177845.281250 Penalty: 3844.091309
	Iteration 14Q: 3 clusters Score -177845.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -177955.953125 Penalty: 3844.091309
	Iteration 15Q: 3 clusters Score -177956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -178012.781250 Penalty: 3844.091309
	Iteration 16Q: 3 clusters Score -178012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -178054.250000 Penalty: 3844.091309
	Iteration 17Q: 3 clusters Score -178054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -178094.828125 Penalty: 3844.091309
	Iteration 18Q: 3 clusters Score -178094.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -178142.734375 Penalty: 3844.091309
	Iteration 19Q: 3 clusters Score -178142.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -178187.265625 Penalty: 3844.091309
	Iteration 20F: 3 clusters Score -178187.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -178229.546875 Penalty: 3844.091309
	Iteration 21Q: 3 clusters Score -178229.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -178252.031250 Penalty: 3844.091309
	Iteration 22Q: 3 clusters Score -178252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -178268.203125 Penalty: 3844.091309
	Iteration 23Q: 3 clusters Score -178268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -178282.921875 Penalty: 3844.091309
	Iteration 24Q: 3 clusters Score -178282.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -178294.218750 Penalty: 3844.091309
	Iteration 25Q: 3 clusters Score -178294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -178304.375000 Penalty: 3844.091309
	Iteration 26Q: 3 clusters Score -178304.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -178314.843750 Penalty: 3844.091309
	Iteration 27Q: 3 clusters Score -178314.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -178331.765625 Penalty: 3844.091309
	Iteration 28Q: 3 clusters Score -178331.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -178351.859375 Penalty: 3844.091309
	Iteration 29Q: 3 clusters Score -178351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -178368.046875 Penalty: 3844.091309
	Iteration 30Q: 3 clusters Score -178368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -178384.656250 Penalty: 3844.091309
	Iteration 31Q: 3 clusters Score -178384.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -178408.953125 Penalty: 3844.091309
	Iteration 32Q: 3 clusters Score -178409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -178430.187500 Penalty: 3844.091309
	Iteration 33Q: 3 clusters Score -178430.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -178453.843750 Penalty: 3844.091309
	Iteration 34Q: 3 clusters Score -178453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -178476.312500 Penalty: 3844.091309
	Iteration 35Q: 3 clusters Score -178476.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -178514.531250 Penalty: 3844.091309
	Iteration 36Q: 3 clusters Score -178514.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -178563.953125 Penalty: 3844.091309
	Iteration 37Q: 3 clusters Score -178564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -178632.781250 Penalty: 3844.091309
	Iteration 38Q: 3 clusters Score -178632.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -178678.812500 Penalty: 3844.091309
	Iteration 39Q: 3 clusters Score -178678.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -178725.031250 Penalty: 3844.091309
	Iteration 40F: 3 clusters Score -178725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -178757.234375 Penalty: 3844.091309
	Iteration 41Q: 3 clusters Score -178757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -178790.953125 Penalty: 3844.091309
	Iteration 42Q: 3 clusters Score -178791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -178799.875000 Penalty: 3844.091309
	Iteration 43Q: 3 clusters Score -178799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -178800.203125 Penalty: 3844.091309
	Iteration 44Q: 3 clusters Score -178800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -178801.000000 Penalty: 3844.091309
	Iteration 45Q: 3 clusters Score -178801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -178801.718750 Penalty: 3844.091309
	Iteration 46Q: 3 clusters Score -178801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -178801.718750 Penalty: 3844.091309
	Iteration 47F: 3 clusters Score -178801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 1623 members 
Entering Unmasked Estep 
Score: -51158852.000000 Penalty: 169439.390625
Splitting cluster 10 changes total score from -51159692.000000 to -51158852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (8617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Entering Unmasked Estep 
Score: -743725.687500 Penalty: 2247.250000
	Iteration 0F: 2 clusters Score -743725.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -736937.812500 Penalty: 4494.500000
	Iteration 0F: 3 clusters Score -736937.8 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -738840.000000 Penalty: 4494.500000
	Iteration 1F: 3 clusters Score -738840 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -739230.562500 Penalty: 4494.500000
	Iteration 2F: 3 clusters Score -739230.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -739593.687500 Penalty: 4494.500000
	Iteration 3F: 3 clusters Score -739593.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -739929.375000 Penalty: 4494.500000
	Iteration 4F: 3 clusters Score -739929.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -740279.687500 Penalty: 4494.500000
	Iteration 5F: 3 clusters Score -740279.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -740580.500000 Penalty: 4494.500000
	Iteration 6F: 3 clusters Score -740580.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -740821.937500 Penalty: 4494.500000
	Iteration 7Q: 3 clusters Score -740821.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -741004.437500 Penalty: 4494.500000
	Iteration 8Q: 3 clusters Score -741004.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -741131.687500 Penalty: 4494.500000
	Iteration 9Q: 3 clusters Score -741131.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -741210.500000 Penalty: 4494.500000
	Iteration 10Q: 3 clusters Score -741210.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -741263.750000 Penalty: 4494.500000
	Iteration 11Q: 3 clusters Score -741263.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -741301.000000 Penalty: 4494.500000
	Iteration 12Q: 3 clusters Score -741301 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -741330.375000 Penalty: 4494.500000
	Iteration 13Q: 3 clusters Score -741330.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -741359.437500 Penalty: 4494.500000
	Iteration 14Q: 3 clusters Score -741359.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -741380.500000 Penalty: 4494.500000
	Iteration 15Q: 3 clusters Score -741380.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -741397.125000 Penalty: 4494.500000
	Iteration 16Q: 3 clusters Score -741397.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -741412.875000 Penalty: 4494.500000
	Iteration 17Q: 3 clusters Score -741412.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -741422.812500 Penalty: 4494.500000
	Iteration 18Q: 3 clusters Score -741422.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -741432.500000 Penalty: 4494.500000
	Iteration 19Q: 3 clusters Score -741432.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -741444.875000 Penalty: 4494.500000
	Iteration 20F: 3 clusters Score -741444.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -741458.812500 Penalty: 4494.500000
	Iteration 21Q: 3 clusters Score -741458.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -741478.812500 Penalty: 4494.500000
	Iteration 22Q: 3 clusters Score -741478.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -741492.500000 Penalty: 4494.500000
	Iteration 23Q: 3 clusters Score -741492.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -741504.750000 Penalty: 4494.500000
	Iteration 24Q: 3 clusters Score -741504.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -741512.500000 Penalty: 4494.500000
	Iteration 25Q: 3 clusters Score -741512.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -741524.062500 Penalty: 4494.500000
	Iteration 26Q: 3 clusters Score -741524.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -741530.812500 Penalty: 4494.500000
	Iteration 27Q: 3 clusters Score -741530.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -741537.687500 Penalty: 4494.500000
	Iteration 28Q: 3 clusters Score -741537.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -741549.000000 Penalty: 4494.500000
	Iteration 29Q: 3 clusters Score -741549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -741556.375000 Penalty: 4494.500000
	Iteration 30Q: 3 clusters Score -741556.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -741564.125000 Penalty: 4494.500000
	Iteration 31Q: 3 clusters Score -741564.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -741572.875000 Penalty: 4494.500000
	Iteration 32Q: 3 clusters Score -741572.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -741581.250000 Penalty: 4494.500000
	Iteration 33Q: 3 clusters Score -741581.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -741588.500000 Penalty: 4494.500000
	Iteration 34Q: 3 clusters Score -741588.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -741598.687500 Penalty: 4494.500000
	Iteration 35Q: 3 clusters Score -741598.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -741608.625000 Penalty: 4494.500000
	Iteration 36Q: 3 clusters Score -741608.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -741620.875000 Penalty: 4494.500000
	Iteration 37Q: 3 clusters Score -741620.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -741634.062500 Penalty: 4494.500000
	Iteration 38Q: 3 clusters Score -741634.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -741651.125000 Penalty: 4494.500000
	Iteration 39Q: 3 clusters Score -741651.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -741664.500000 Penalty: 4494.500000
	Iteration 40F: 3 clusters Score -741664.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -741676.125000 Penalty: 4494.500000
	Iteration 41Q: 3 clusters Score -741676.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -741686.000000 Penalty: 4494.500000
	Iteration 42Q: 3 clusters Score -741686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -741694.500000 Penalty: 4494.500000
	Iteration 43Q: 3 clusters Score -741694.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -741703.500000 Penalty: 4494.500000
	Iteration 44Q: 3 clusters Score -741703.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -741706.187500 Penalty: 4494.500000
	Iteration 45Q: 3 clusters Score -741706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -741714.437500 Penalty: 4494.500000
	Iteration 46Q: 3 clusters Score -741714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -741713.937500 Penalty: 4494.500000
	Iteration 47Q: 3 clusters Score -741713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -741718.375000 Penalty: 4494.500000
	Iteration 48Q: 3 clusters Score -741718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -741725.750000 Penalty: 4494.500000
	Iteration 49Q: 3 clusters Score -741725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -741728.625000 Penalty: 4494.500000
	Iteration 50Q: 3 clusters Score -741728.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -741733.000000 Penalty: 4494.500000
	Iteration 51Q: 3 clusters Score -741733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -741735.937500 Penalty: 4494.500000
	Iteration 52Q: 3 clusters Score -741735.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -741737.250000 Penalty: 4494.500000
	Iteration 53Q: 3 clusters Score -741737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -741740.375000 Penalty: 4494.500000
	Iteration 54Q: 3 clusters Score -741740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -741745.750000 Penalty: 4494.500000
	Iteration 55Q: 3 clusters Score -741745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -741752.062500 Penalty: 4494.500000
	Iteration 56Q: 3 clusters Score -741752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -741755.125000 Penalty: 4494.500000
	Iteration 57Q: 3 clusters Score -741755.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -741756.562500 Penalty: 4494.500000
	Iteration 58Q: 3 clusters Score -741756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -741756.812500 Penalty: 4494.500000
	Iteration 59Q: 3 clusters Score -741756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -741758.625000 Penalty: 4494.500000
	Iteration 60F: 3 clusters Score -741758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -741758.937500 Penalty: 4494.500000
	Iteration 61Q: 3 clusters Score -741758.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -741763.625000 Penalty: 4494.500000
	Iteration 62Q: 3 clusters Score -741763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -741770.125000 Penalty: 4494.500000
	Iteration 63Q: 3 clusters Score -741770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -741772.687500 Penalty: 4494.500000
	Iteration 64Q: 3 clusters Score -741772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -741775.937500 Penalty: 4494.500000
	Iteration 65Q: 3 clusters Score -741775.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -741782.187500 Penalty: 4494.500000
	Iteration 66Q: 3 clusters Score -741782.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -741788.750000 Penalty: 4494.500000
	Iteration 67Q: 3 clusters Score -741788.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -741794.750000 Penalty: 4494.500000
	Iteration 68Q: 3 clusters Score -741794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -741799.437500 Penalty: 4494.500000
	Iteration 69Q: 3 clusters Score -741799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -741804.437500 Penalty: 4494.500000
	Iteration 70Q: 3 clusters Score -741804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -741810.937500 Penalty: 4494.500000
	Iteration 71Q: 3 clusters Score -741810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -741814.187500 Penalty: 4494.500000
	Iteration 72Q: 3 clusters Score -741814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -741814.437500 Penalty: 4494.500000
	Iteration 73Q: 3 clusters Score -741814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -741818.375000 Penalty: 4494.500000
	Iteration 74Q: 3 clusters Score -741818.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -741824.062500 Penalty: 4494.500000
	Iteration 75Q: 3 clusters Score -741824.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -741826.437500 Penalty: 4494.500000
	Iteration 76Q: 3 clusters Score -741826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -741829.250000 Penalty: 4494.500000
	Iteration 77Q: 3 clusters Score -741829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -741831.375000 Penalty: 4494.500000
	Iteration 78Q: 3 clusters Score -741831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -741830.625000 Penalty: 4494.500000
	Iteration 79Q: 3 clusters Score -741830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -741833.812500 Penalty: 4494.500000
	Iteration 80F: 3 clusters Score -741833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -741836.812500 Penalty: 4494.500000
	Iteration 81Q: 3 clusters Score -741836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -741837.437500 Penalty: 4494.500000
	Iteration 82Q: 3 clusters Score -741837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -741839.750000 Penalty: 4494.500000
	Iteration 83Q: 3 clusters Score -741839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -741840.000000 Penalty: 4494.500000
	Iteration 84Q: 3 clusters Score -741840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -741841.500000 Penalty: 4494.500000
	Iteration 85Q: 3 clusters Score -741841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -741843.937500 Penalty: 4494.500000
	Iteration 86Q: 3 clusters Score -741843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -741844.062500 Penalty: 4494.500000
	Iteration 87Q: 3 clusters Score -741844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -741844.312500 Penalty: 4494.500000
	Iteration 88Q: 3 clusters Score -741844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -741843.125000 Penalty: 4494.500000
	Iteration 89Q: 3 clusters Score -741843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -741844.125000 Penalty: 4494.500000
	Iteration 90Q: 3 clusters Score -741844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -741844.125000 Penalty: 4494.500000
	Iteration 91F: 3 clusters Score -741844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -1215408.375000 Penalty: 2375.421143
	Iteration 0F: 2 clusters Score -1215408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1204912.500000 Penalty: 4750.842285
	Iteration 0F: 3 clusters Score -1204912 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1208345.375000 Penalty: 4750.842285
	Iteration 1F: 3 clusters Score -1208345 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1208955.250000 Penalty: 4750.842285
	Iteration 2F: 3 clusters Score -1208955 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1209756.125000 Penalty: 4750.842285
	Iteration 3F: 3 clusters Score -1209756 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1210764.500000 Penalty: 4750.842285
	Iteration 4F: 3 clusters Score -1210764 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1211672.250000 Penalty: 4750.842285
	Iteration 5F: 3 clusters Score -1211672 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1212451.750000 Penalty: 4750.842285
	Iteration 6F: 3 clusters Score -1212452 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1213058.625000 Penalty: 4750.842285
	Iteration 7F: 3 clusters Score -1213059 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1213601.125000 Penalty: 4750.842285
	Iteration 8Q: 3 clusters Score -1213601 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1214112.500000 Penalty: 4750.842285
	Iteration 9Q: 3 clusters Score -1214112 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1214544.125000 Penalty: 4750.842285
	Iteration 10Q: 3 clusters Score -1214544 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1214771.250000 Penalty: 4750.842285
	Iteration 11Q: 3 clusters Score -1214771 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1214873.375000 Penalty: 4750.842285
	Iteration 12Q: 3 clusters Score -1214873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1214912.750000 Penalty: 4750.842285
	Iteration 13Q: 3 clusters Score -1214913 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1214934.000000 Penalty: 4750.842285
	Iteration 14Q: 3 clusters Score -1214934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1214948.750000 Penalty: 4750.842285
	Iteration 15Q: 3 clusters Score -1214949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1214958.125000 Penalty: 4750.842285
	Iteration 16Q: 3 clusters Score -1214958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1214957.375000 Penalty: 4750.842285
	Iteration 17Q: 3 clusters Score -1214957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1214959.875000 Penalty: 4750.842285
	Iteration 18Q: 3 clusters Score -1214960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1214963.750000 Penalty: 4750.842285
	Iteration 19Q: 3 clusters Score -1214964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1214963.750000 Penalty: 4750.842285
	Iteration 20F: 3 clusters Score -1214964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1214965.125000 Penalty: 4750.842285
	Iteration 21Q: 3 clusters Score -1214965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1214967.750000 Penalty: 4750.842285
	Iteration 22Q: 3 clusters Score -1214968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1214969.250000 Penalty: 4750.842285
	Iteration 23Q: 3 clusters Score -1214969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1214969.375000 Penalty: 4750.842285
	Iteration 24Q: 3 clusters Score -1214969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1214969.375000 Penalty: 4750.842285
	Iteration 25Q: 3 clusters Score -1214969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1214970.000000 Penalty: 4750.842285
	Iteration 26Q: 3 clusters Score -1214970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1214971.000000 Penalty: 4750.842285
	Iteration 27Q: 3 clusters Score -1214971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1214971.000000 Penalty: 4750.842285
	Iteration 28Q: 3 clusters Score -1214971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1214971.875000 Penalty: 4750.842285
	Iteration 29Q: 3 clusters Score -1214972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1214972.625000 Penalty: 4750.842285
	Iteration 30Q: 3 clusters Score -1214973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1214970.375000 Penalty: 4750.842285
	Iteration 31Q: 3 clusters Score -1214970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1214974.750000 Penalty: 4750.842285
	Iteration 32Q: 3 clusters Score -1214975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1214974.875000 Penalty: 4750.842285
	Iteration 33Q: 3 clusters Score -1214975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1214975.000000 Penalty: 4750.842285
	Iteration 34Q: 3 clusters Score -1214975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1214976.125000 Penalty: 4750.842285
	Iteration 35Q: 3 clusters Score -1214976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1214977.000000 Penalty: 4750.842285
	Iteration 36Q: 3 clusters Score -1214977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1214977.125000 Penalty: 4750.842285
	Iteration 37Q: 3 clusters Score -1214977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1214979.250000 Penalty: 4750.842285
	Iteration 38Q: 3 clusters Score -1214979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1214978.250000 Penalty: 4750.842285
	Iteration 39Q: 3 clusters Score -1214978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1214979.250000 Penalty: 4750.842285
	Iteration 40F: 3 clusters Score -1214979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1214980.625000 Penalty: 4750.842285
	Iteration 41Q: 3 clusters Score -1214981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1214980.125000 Penalty: 4750.842285
	Iteration 42Q: 3 clusters Score -1214980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1214982.625000 Penalty: 4750.842285
	Iteration 43Q: 3 clusters Score -1214983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1214984.000000 Penalty: 4750.842285
	Iteration 44Q: 3 clusters Score -1214984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1214985.000000 Penalty: 4750.842285
	Iteration 45Q: 3 clusters Score -1214985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1214985.375000 Penalty: 4750.842285
	Iteration 46Q: 3 clusters Score -1214985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1214986.000000 Penalty: 4750.842285
	Iteration 47Q: 3 clusters Score -1214986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1214981.000000 Penalty: 4750.842285
	Iteration 48Q: 3 clusters Score -1214981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1214980.000000 Penalty: 4750.842285
	Iteration 49Q: 3 clusters Score -1214980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1214980.875000 Penalty: 4750.842285
	Iteration 50Q: 3 clusters Score -1214981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1214984.250000 Penalty: 4750.842285
	Iteration 51Q: 3 clusters Score -1214984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1214984.875000 Penalty: 4750.842285
	Iteration 52Q: 3 clusters Score -1214985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1214986.250000 Penalty: 4750.842285
	Iteration 53Q: 3 clusters Score -1214986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1214990.125000 Penalty: 4750.842285
	Iteration 54Q: 3 clusters Score -1214990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1214992.750000 Penalty: 4750.842285
	Iteration 55Q: 3 clusters Score -1214993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1214992.875000 Penalty: 4750.842285
	Iteration 56Q: 3 clusters Score -1214993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1214994.250000 Penalty: 4750.842285
	Iteration 57Q: 3 clusters Score -1214994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1214993.125000 Penalty: 4750.842285
	Iteration 58Q: 3 clusters Score -1214993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1214992.375000 Penalty: 4750.842285
	Iteration 59Q: 3 clusters Score -1214992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1214992.375000 Penalty: 4750.842285
	Iteration 60F: 3 clusters Score -1214992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -423608.062500 Penalty: 2129.321289
	Iteration 0F: 2 clusters Score -423608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -418854.406250 Penalty: 4258.642578
	Iteration 0F: 3 clusters Score -418854.4 nChanged 2082
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: -420061.093750 Penalty: 4258.642578
	Iteration 1F: 3 clusters Score -420061.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -420449.781250 Penalty: 4258.642578
	Iteration 2F: 3 clusters Score -420449.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -420852.437500 Penalty: 4258.642578
	Iteration 3F: 3 clusters Score -420852.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -421312.625000 Penalty: 4258.642578
	Iteration 4F: 3 clusters Score -421312.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -421708.843750 Penalty: 4258.642578
	Iteration 5F: 3 clusters Score -421708.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -421978.375000 Penalty: 4258.642578
	Iteration 6F: 3 clusters Score -421978.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -422233.781250 Penalty: 4258.642578
	Iteration 7F: 3 clusters Score -422233.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -422490.718750 Penalty: 4258.642578
	Iteration 8Q: 3 clusters Score -422490.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -422714.125000 Penalty: 4258.642578
	Iteration 9Q: 3 clusters Score -422714.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -422904.281250 Penalty: 4258.642578
	Iteration 10Q: 3 clusters Score -422904.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -423002.437500 Penalty: 4258.642578
	Iteration 11Q: 3 clusters Score -423002.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -423066.375000 Penalty: 4258.642578
	Iteration 12Q: 3 clusters Score -423066.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -423137.187500 Penalty: 4258.642578
	Iteration 13Q: 3 clusters Score -423137.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -423203.718750 Penalty: 4258.642578
	Iteration 14Q: 3 clusters Score -423203.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -423256.531250 Penalty: 4258.642578
	Iteration 15Q: 3 clusters Score -423256.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -423303.875000 Penalty: 4258.642578
	Iteration 16Q: 3 clusters Score -423303.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -423342.593750 Penalty: 4258.642578
	Iteration 17Q: 3 clusters Score -423342.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -423392.687500 Penalty: 4258.642578
	Iteration 18Q: 3 clusters Score -423392.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -423445.031250 Penalty: 4258.642578
	Iteration 19Q: 3 clusters Score -423445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -423502.031250 Penalty: 4258.642578
	Iteration 20F: 3 clusters Score -423502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -423546.906250 Penalty: 4258.642578
	Iteration 21Q: 3 clusters Score -423546.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -423579.812500 Penalty: 4258.642578
	Iteration 22Q: 3 clusters Score -423579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -423599.812500 Penalty: 4258.642578
	Iteration 23Q: 3 clusters Score -423599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -423608.187500 Penalty: 4258.642578
	Iteration 24Q: 3 clusters Score -423608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -423621.437500 Penalty: 4258.642578
	Iteration 25Q: 3 clusters Score -423621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -423628.968750 Penalty: 4258.642578
	Iteration 26Q: 3 clusters Score -423629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -423631.375000 Penalty: 4258.642578
	Iteration 27Q: 3 clusters Score -423631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -423631.375000 Penalty: 4258.642578
	Iteration 28F: 3 clusters Score -423631.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 627 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 4729 members 
Entering Unmasked Estep 
Score: -51158400.000000 Penalty: 169439.390625
Splitting cluster 13 changes total score from -51159692.000000 to -51158400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (20996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Entering Unmasked Estep 
Score: -1744718.125000 Penalty: 2468.117676
	Iteration 0F: 2 clusters Score -1744718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1730014.875000 Penalty: 4936.235352
	Iteration 0F: 3 clusters Score -1730015 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1734953.125000 Penalty: 4936.235352
	Iteration 1F: 3 clusters Score -1734953 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1735491.125000 Penalty: 4936.235352
	Iteration 2F: 3 clusters Score -1735491 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1736208.250000 Penalty: 4936.235352
	Iteration 3F: 3 clusters Score -1736208 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1737149.250000 Penalty: 4936.235352
	Iteration 4F: 3 clusters Score -1737149 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1738242.375000 Penalty: 4936.235352
	Iteration 5F: 3 clusters Score -1738242 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1739262.250000 Penalty: 4936.235352
	Iteration 6F: 3 clusters Score -1739262 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1739990.625000 Penalty: 4936.235352
	Iteration 7F: 3 clusters Score -1739991 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1740491.500000 Penalty: 4936.235352
	Iteration 8Q: 3 clusters Score -1740492 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1740816.125000 Penalty: 4936.235352
	Iteration 9Q: 3 clusters Score -1740816 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1741068.875000 Penalty: 4936.235352
	Iteration 10Q: 3 clusters Score -1741069 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1741268.375000 Penalty: 4936.235352
	Iteration 11Q: 3 clusters Score -1741268 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1741463.250000 Penalty: 4936.235352
	Iteration 12Q: 3 clusters Score -1741463 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1741689.625000 Penalty: 4936.235352
	Iteration 13Q: 3 clusters Score -1741690 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1741936.875000 Penalty: 4936.235352
	Iteration 14Q: 3 clusters Score -1741937 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1742246.000000 Penalty: 4936.235352
	Iteration 15Q: 3 clusters Score -1742246 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1742636.625000 Penalty: 4936.235352
	Iteration 16Q: 3 clusters Score -1742637 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1742988.125000 Penalty: 4936.235352
	Iteration 17Q: 3 clusters Score -1742988 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1743327.125000 Penalty: 4936.235352
	Iteration 18Q: 3 clusters Score -1743327 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1743588.500000 Penalty: 4936.235352
	Iteration 19Q: 3 clusters Score -1743588 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1743803.625000 Penalty: 4936.235352
	Iteration 20F: 3 clusters Score -1743804 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1743944.125000 Penalty: 4936.235352
	Iteration 21Q: 3 clusters Score -1743944 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1744030.000000 Penalty: 4936.235352
	Iteration 22Q: 3 clusters Score -1744030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1744093.375000 Penalty: 4936.235352
	Iteration 23Q: 3 clusters Score -1744093 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1744146.500000 Penalty: 4936.235352
	Iteration 24Q: 3 clusters Score -1744146 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1744181.125000 Penalty: 4936.235352
	Iteration 25Q: 3 clusters Score -1744181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1744215.250000 Penalty: 4936.235352
	Iteration 26Q: 3 clusters Score -1744215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1744248.625000 Penalty: 4936.235352
	Iteration 27Q: 3 clusters Score -1744249 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1744267.500000 Penalty: 4936.235352
	Iteration 28Q: 3 clusters Score -1744268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1744276.875000 Penalty: 4936.235352
	Iteration 29Q: 3 clusters Score -1744277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1744280.750000 Penalty: 4936.235352
	Iteration 30Q: 3 clusters Score -1744281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1744287.375000 Penalty: 4936.235352
	Iteration 31Q: 3 clusters Score -1744287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1744296.625000 Penalty: 4936.235352
	Iteration 32Q: 3 clusters Score -1744297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1744305.750000 Penalty: 4936.235352
	Iteration 33Q: 3 clusters Score -1744306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1744303.500000 Penalty: 4936.235352
	Iteration 34Q: 3 clusters Score -1744304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1744305.500000 Penalty: 4936.235352
	Iteration 35Q: 3 clusters Score -1744306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1744308.000000 Penalty: 4936.235352
	Iteration 36Q: 3 clusters Score -1744308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1744304.875000 Penalty: 4936.235352
	Iteration 37Q: 3 clusters Score -1744305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1744310.750000 Penalty: 4936.235352
	Iteration 38Q: 3 clusters Score -1744311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1744309.500000 Penalty: 4936.235352
	Iteration 39Q: 3 clusters Score -1744310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1744308.500000 Penalty: 4936.235352
	Iteration 40F: 3 clusters Score -1744308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1744310.875000 Penalty: 4936.235352
	Iteration 41Q: 3 clusters Score -1744311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1744312.125000 Penalty: 4936.235352
	Iteration 42Q: 3 clusters Score -1744312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1744312.125000 Penalty: 4936.235352
	Iteration 43F: 3 clusters Score -1744312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Entering Unmasked Estep 
Score: -4470457.500000 Penalty: 2710.033936
	Iteration 0F: 2 clusters Score -4470458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4432994.500000 Penalty: 5420.067871
	Iteration 0F: 3 clusters Score -4432994 nChanged 25728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4447430.000000 Penalty: 5420.067871
	Iteration 1F: 3 clusters Score -4447430 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4448139.000000 Penalty: 5420.067871
	Iteration 2Q: 3 clusters Score -4448139 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4448934.000000 Penalty: 5420.067871
	Iteration 3Q: 3 clusters Score -4448934 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4449959.000000 Penalty: 5420.067871
	Iteration 4Q: 3 clusters Score -4449959 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4451355.500000 Penalty: 5420.067871
	Iteration 5F: 3 clusters Score -4451356 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4453131.000000 Penalty: 5420.067871
	Iteration 6F: 3 clusters Score -4453131 nChanged 3441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4455250.500000 Penalty: 5420.067871
	Iteration 7F: 3 clusters Score -4455250 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -4457445.500000 Penalty: 5420.067871
	Iteration 8F: 3 clusters Score -4457446 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -4459676.500000 Penalty: 5420.067871
	Iteration 9F: 3 clusters Score -4459676 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -4461728.000000 Penalty: 5420.067871
	Iteration 10F: 3 clusters Score -4461728 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -4463660.500000 Penalty: 5420.067871
	Iteration 11Q: 3 clusters Score -4463660 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -4465162.500000 Penalty: 5420.067871
	Iteration 12Q: 3 clusters Score -4465162 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -4466263.500000 Penalty: 5420.067871
	Iteration 13Q: 3 clusters Score -4466264 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4466961 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4467376 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -4467613.500000 Penalty: 5420.067871
	Iteration 16Q: 3 clusters Score -4467614 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4467772 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -4467844.000000 Penalty: 5420.067871
	Iteration 18Q: 3 clusters Score -4467844 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 53284 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4467888 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -4467923.000000 Penalty: 5420.067871
	Iteration 20F: 3 clusters Score -4467923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -4467966.500000 Penalty: 5420.067871
	Iteration 21Q: 3 clusters Score -4467966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -4467991.000000 Penalty: 5420.067871
	Iteration 22Q: 3 clusters Score -4467991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -4468008.500000 Penalty: 5420.067871
	Iteration 23Q: 3 clusters Score -4468008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -4468040.000000 Penalty: 5420.067871
	Iteration 24Q: 3 clusters Score -4468040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -4468048.500000 Penalty: 5420.067871
	Iteration 25Q: 3 clusters Score -4468048 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -4468058.500000 Penalty: 5420.067871
	Iteration 26Q: 3 clusters Score -4468058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -4468076.500000 Penalty: 5420.067871
	Iteration 27Q: 3 clusters Score -4468076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4468089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -4468094.500000 Penalty: 5420.067871
	Iteration 29Q: 3 clusters Score -4468094 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -4468101.500000 Penalty: 5420.067871
	Iteration 30Q: 3 clusters Score -4468102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -4468103.000000 Penalty: 5420.067871
	Iteration 31Q: 3 clusters Score -4468103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -4468104.000000 Penalty: 5420.067871
	Iteration 32Q: 3 clusters Score -4468104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -4468107.000000 Penalty: 5420.067871
	Iteration 33Q: 3 clusters Score -4468107 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -4468112.500000 Penalty: 5420.067871
	Iteration 34Q: 3 clusters Score -4468112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -4468114.500000 Penalty: 5420.067871
	Iteration 35Q: 3 clusters Score -4468114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -4468123.500000 Penalty: 5420.067871
	Iteration 36Q: 3 clusters Score -4468124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -4468127.500000 Penalty: 5420.067871
	Iteration 37Q: 3 clusters Score -4468128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -4468130.000000 Penalty: 5420.067871
	Iteration 38Q: 3 clusters Score -4468130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -4468133.500000 Penalty: 5420.067871
	Iteration 39Q: 3 clusters Score -4468134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -4468136.000000 Penalty: 5420.067871
	Iteration 40F: 3 clusters Score -4468136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -4468139.500000 Penalty: 5420.067871
	Iteration 41Q: 3 clusters Score -4468140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -4468156.500000 Penalty: 5420.067871
	Iteration 42Q: 3 clusters Score -4468156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -4468161.000000 Penalty: 5420.067871
	Iteration 43Q: 3 clusters Score -4468161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -4468164.000000 Penalty: 5420.067871
	Iteration 44Q: 3 clusters Score -4468164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -4468173.500000 Penalty: 5420.067871
	Iteration 45Q: 3 clusters Score -4468174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -4468173.500000 Penalty: 5420.067871
	Iteration 46Q: 3 clusters Score -4468174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -4468178.000000 Penalty: 5420.067871
	Iteration 47Q: 3 clusters Score -4468178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -4468177.000000 Penalty: 5420.067871
	Iteration 48Q: 3 clusters Score -4468177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -4468174.500000 Penalty: 5420.067871
	Iteration 49Q: 3 clusters Score -4468174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -4468176.500000 Penalty: 5420.067871
	Iteration 50Q: 3 clusters Score -4468176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -4468177.500000 Penalty: 5420.067871
	Iteration 51Q: 3 clusters Score -4468178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -4468181.500000 Penalty: 5420.067871
	Iteration 52Q: 3 clusters Score -4468182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -4468181.000000 Penalty: 5420.067871
	Iteration 53Q: 3 clusters Score -4468181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -4468190.500000 Penalty: 5420.067871
	Iteration 54Q: 3 clusters Score -4468190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -4468188.000000 Penalty: 5420.067871
	Iteration 55Q: 3 clusters Score -4468188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -4468193.000000 Penalty: 5420.067871
	Iteration 56Q: 3 clusters Score -4468193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -4468191.500000 Penalty: 5420.067871
	Iteration 57Q: 3 clusters Score -4468192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -4468203.000000 Penalty: 5420.067871
	Iteration 58Q: 3 clusters Score -4468203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -4468200.000000 Penalty: 5420.067871
	Iteration 59Q: 3 clusters Score -4468200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -4468198.000000 Penalty: 5420.067871
	Iteration 60F: 3 clusters Score -4468198 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -4468196.500000 Penalty: 5420.067871
	Iteration 61Q: 3 clusters Score -4468196 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -4468202.000000 Penalty: 5420.067871
	Iteration 62Q: 3 clusters Score -4468202 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -4468205.000000 Penalty: 5420.067871
	Iteration 63Q: 3 clusters Score -4468205 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -4468206.000000 Penalty: 5420.067871
	Iteration 64Q: 3 clusters Score -4468206 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -4468210.500000 Penalty: 5420.067871
	Iteration 65Q: 3 clusters Score -4468210 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -4468211.500000 Penalty: 5420.067871
	Iteration 66Q: 3 clusters Score -4468212 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -4468217.500000 Penalty: 5420.067871
	Iteration 67Q: 3 clusters Score -4468218 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -4468222.000000 Penalty: 5420.067871
	Iteration 68Q: 3 clusters Score -4468222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -4468225.500000 Penalty: 5420.067871
	Iteration 69Q: 3 clusters Score -4468226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -4468231.500000 Penalty: 5420.067871
	Iteration 70Q: 3 clusters Score -4468232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -4468236.500000 Penalty: 5420.067871
	Iteration 71Q: 3 clusters Score -4468236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -4468242.000000 Penalty: 5420.067871
	Iteration 72Q: 3 clusters Score -4468242 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -4468248.000000 Penalty: 5420.067871
	Iteration 73Q: 3 clusters Score -4468248 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -4468249.500000 Penalty: 5420.067871
	Iteration 74Q: 3 clusters Score -4468250 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -4468245.000000 Penalty: 5420.067871
	Iteration 75Q: 3 clusters Score -4468245 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -4468246.000000 Penalty: 5420.067871
	Iteration 76Q: 3 clusters Score -4468246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -4468247.500000 Penalty: 5420.067871
	Iteration 77Q: 3 clusters Score -4468248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -4468245.500000 Penalty: 5420.067871
	Iteration 78Q: 3 clusters Score -4468246 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -4468247.000000 Penalty: 5420.067871
	Iteration 79Q: 3 clusters Score -4468247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -4468246.500000 Penalty: 5420.067871
	Iteration 80F: 3 clusters Score -4468246 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -4468245.500000 Penalty: 5420.067871
	Iteration 81Q: 3 clusters Score -4468246 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -4468240.500000 Penalty: 5420.067871
	Iteration 82Q: 3 clusters Score -4468240 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -4468240.500000 Penalty: 5420.067871
	Iteration 83Q: 3 clusters Score -4468240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -4468244.000000 Penalty: 5420.067871
	Iteration 84Q: 3 clusters Score -4468244 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1633 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4468246 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1634 members 
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Entering Unmasked Estep 
Score: -4468254.500000 Penalty: 5420.067871
	Iteration 86Q: 3 clusters Score -4468254 nChanged 6
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Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -4468257.000000 Penalty: 5420.067871
	Iteration 87Q: 3 clusters Score -4468257 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -4468259.000000 Penalty: 5420.067871
	Iteration 88Q: 3 clusters Score -4468259 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -4468257.500000 Penalty: 5420.067871
	Iteration 89Q: 3 clusters Score -4468258 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -4468262.000000 Penalty: 5420.067871
	Iteration 90Q: 3 clusters Score -4468262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -4468259.500000 Penalty: 5420.067871
	Iteration 91Q: 3 clusters Score -4468260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -4468256.000000 Penalty: 5420.067871
	Iteration 92Q: 3 clusters Score -4468256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
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Entering Unmasked Estep 
Score: -4468258.500000 Penalty: 5420.067871
	Iteration 93Q: 3 clusters Score -4468258 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4468260 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4468263.000000 Penalty: 5420.067871
	Iteration 95Q: 3 clusters Score -4468263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -4468262.000000 Penalty: 5420.067871
	Iteration 96Q: 3 clusters Score -4468262 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1610 members 
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Entering Unmasked Estep 
Score: -4468267.500000 Penalty: 5420.067871
	Iteration 97Q: 3 clusters Score -4468268 nChanged 3
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Entering Unmasked Estep 
Score: -4468269.500000 Penalty: 5420.067871
	Iteration 98Q: 3 clusters Score -4468270 nChanged 3
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4468266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -4468268.500000 Penalty: 5420.067871
	Iteration 100F: 3 clusters Score -4468268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -4468272.000000 Penalty: 5420.067871
	Iteration 101Q: 3 clusters Score -4468272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -4468272.000000 Penalty: 5420.067871
	Iteration 102Q: 3 clusters Score -4468272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -4468273.000000 Penalty: 5420.067871
	Iteration 103Q: 3 clusters Score -4468273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -4468278.500000 Penalty: 5420.067871
	Iteration 104Q: 3 clusters Score -4468278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -4468278.000000 Penalty: 5420.067871
	Iteration 105Q: 3 clusters Score -4468278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -4468278.000000 Penalty: 5420.067871
	Iteration 106F: 3 clusters Score -4468278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -53098.542969 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -53098.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51411.175781 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -51411.18 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51630.230469 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -51630.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51681.296875 Penalty: 3217.891357
	Iteration 2Q: 3 clusters Score -51681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51702.031250 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -51702.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51712.140625 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -51712.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51719.363281 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -51719.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51721.777344 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -51721.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51724.062500 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -51724.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51724.062500 Penalty: 3217.891357
	Iteration 8F: 3 clusters Score -51724.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -119327.984375 Penalty: 1896.532593
	Iteration 0F: 2 clusters Score -119328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -116744.117188 Penalty: 3793.065186
	Iteration 0F: 3 clusters Score -116744.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -117526.710938 Penalty: 3793.065186
	Iteration 1F: 3 clusters Score -117526.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -118011.070312 Penalty: 3793.065186
	Iteration 2F: 3 clusters Score -118011.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -118346.539062 Penalty: 3793.065186
	Iteration 3F: 3 clusters Score -118346.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -118555.851562 Penalty: 3793.065186
	Iteration 4F: 3 clusters Score -118555.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -118692.054688 Penalty: 3793.065186
	Iteration 5Q: 3 clusters Score -118692.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118775.898438 Penalty: 3793.065186
	Iteration 6Q: 3 clusters Score -118775.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -118848.335938 Penalty: 3793.065186
	Iteration 7Q: 3 clusters Score -118848.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -118910.171875 Penalty: 3793.065186
	Iteration 8Q: 3 clusters Score -118910.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -118988.015625 Penalty: 3793.065186
	Iteration 9Q: 3 clusters Score -118988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -119029.992188 Penalty: 3793.065186
	Iteration 10Q: 3 clusters Score -119030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -119049.062500 Penalty: 3793.065186
	Iteration 11Q: 3 clusters Score -119049.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -119067.203125 Penalty: 3793.065186
	Iteration 12Q: 3 clusters Score -119067.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -119080.492188 Penalty: 3793.065186
	Iteration 13Q: 3 clusters Score -119080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -119089.984375 Penalty: 3793.065186
	Iteration 14Q: 3 clusters Score -119090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -119102.632812 Penalty: 3793.065186
	Iteration 15Q: 3 clusters Score -119102.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -119115.609375 Penalty: 3793.065186
	Iteration 16Q: 3 clusters Score -119115.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -119138.781250 Penalty: 3793.065186
	Iteration 17Q: 3 clusters Score -119138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -119166.750000 Penalty: 3793.065186
	Iteration 18Q: 3 clusters Score -119166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -119198.367188 Penalty: 3793.065186
	Iteration 19Q: 3 clusters Score -119198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -119223.695312 Penalty: 3793.065186
	Iteration 20F: 3 clusters Score -119223.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119248.101562 Penalty: 3793.065186
	Iteration 21Q: 3 clusters Score -119248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -119273.632812 Penalty: 3793.065186
	Iteration 22Q: 3 clusters Score -119273.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119327.140625 Penalty: 3793.065186
	Iteration 23Q: 3 clusters Score -119327.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119386.429688 Penalty: 3793.065186
	Iteration 24Q: 3 clusters Score -119386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -119441.156250 Penalty: 3793.065186
	Iteration 25Q: 3 clusters Score -119441.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -119454.726562 Penalty: 3793.065186
	Iteration 26Q: 3 clusters Score -119454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -119458.289062 Penalty: 3793.065186
	Iteration 27Q: 3 clusters Score -119458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -119459.648438 Penalty: 3793.065186
	Iteration 28Q: 3 clusters Score -119459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -119459.937500 Penalty: 3793.065186
	Iteration 29Q: 3 clusters Score -119459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -119460.625000 Penalty: 3793.065186
	Iteration 30Q: 3 clusters Score -119460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -119460.625000 Penalty: 3793.065186
	Iteration 31F: 3 clusters Score -119460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 955 members 
Entering Unmasked Estep 
Score: -51158496.000000 Penalty: 169439.390625
Splitting cluster 17 changes total score from -51159692.000000 to -51158496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Entering Unmasked Estep 
Score: -1347708.750000 Penalty: 2405.773193
	Iteration 0F: 2 clusters Score -1347709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1335958.625000 Penalty: 4811.546387
	Iteration 0F: 3 clusters Score -1335959 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1339723.250000 Penalty: 4811.546387
	Iteration 1F: 3 clusters Score -1339723 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1340100.250000 Penalty: 4811.546387
	Iteration 2F: 3 clusters Score -1340100 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1340411.125000 Penalty: 4811.546387
	Iteration 3Q: 3 clusters Score -1340411 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1340729.500000 Penalty: 4811.546387
	Iteration 4Q: 3 clusters Score -1340730 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1341127.250000 Penalty: 4811.546387
	Iteration 5Q: 3 clusters Score -1341127 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1341554.500000 Penalty: 4811.546387
	Iteration 6F: 3 clusters Score -1341554 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1341979.750000 Penalty: 4811.546387
	Iteration 7F: 3 clusters Score -1341980 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1342337.250000 Penalty: 4811.546387
	Iteration 8Q: 3 clusters Score -1342337 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1342627.625000 Penalty: 4811.546387
	Iteration 9Q: 3 clusters Score -1342628 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1342858.000000 Penalty: 4811.546387
	Iteration 10Q: 3 clusters Score -1342858 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1343045.750000 Penalty: 4811.546387
	Iteration 11Q: 3 clusters Score -1343046 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1343185.250000 Penalty: 4811.546387
	Iteration 12Q: 3 clusters Score -1343185 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1343313.375000 Penalty: 4811.546387
	Iteration 13Q: 3 clusters Score -1343313 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1343436.625000 Penalty: 4811.546387
	Iteration 14Q: 3 clusters Score -1343437 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1343562.625000 Penalty: 4811.546387
	Iteration 15Q: 3 clusters Score -1343563 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1343711.625000 Penalty: 4811.546387
	Iteration 16Q: 3 clusters Score -1343712 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1343851.250000 Penalty: 4811.546387
	Iteration 17Q: 3 clusters Score -1343851 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1343991.500000 Penalty: 4811.546387
	Iteration 18Q: 3 clusters Score -1343992 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1344143.750000 Penalty: 4811.546387
	Iteration 19Q: 3 clusters Score -1344144 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1344291.750000 Penalty: 4811.546387
	Iteration 20F: 3 clusters Score -1344292 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1344430.000000 Penalty: 4811.546387
	Iteration 21Q: 3 clusters Score -1344430 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1344587.250000 Penalty: 4811.546387
	Iteration 22Q: 3 clusters Score -1344587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1344743.625000 Penalty: 4811.546387
	Iteration 23Q: 3 clusters Score -1344744 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1344912.000000 Penalty: 4811.546387
	Iteration 24Q: 3 clusters Score -1344912 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1345060.375000 Penalty: 4811.546387
	Iteration 25Q: 3 clusters Score -1345060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1345169.125000 Penalty: 4811.546387
	Iteration 26Q: 3 clusters Score -1345169 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1345241.750000 Penalty: 4811.546387
	Iteration 27Q: 3 clusters Score -1345242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1345306.625000 Penalty: 4811.546387
	Iteration 28Q: 3 clusters Score -1345307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1345352.875000 Penalty: 4811.546387
	Iteration 29Q: 3 clusters Score -1345353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1345383.500000 Penalty: 4811.546387
	Iteration 30Q: 3 clusters Score -1345384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1345416.000000 Penalty: 4811.546387
	Iteration 31Q: 3 clusters Score -1345416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1345446.750000 Penalty: 4811.546387
	Iteration 32Q: 3 clusters Score -1345447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1345478.250000 Penalty: 4811.546387
	Iteration 33Q: 3 clusters Score -1345478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1345504.125000 Penalty: 4811.546387
	Iteration 34Q: 3 clusters Score -1345504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1345524.875000 Penalty: 4811.546387
	Iteration 35Q: 3 clusters Score -1345525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1345548.875000 Penalty: 4811.546387
	Iteration 36Q: 3 clusters Score -1345549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1345554.375000 Penalty: 4811.546387
	Iteration 37Q: 3 clusters Score -1345554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1345558.000000 Penalty: 4811.546387
	Iteration 38Q: 3 clusters Score -1345558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1345565.250000 Penalty: 4811.546387
	Iteration 39Q: 3 clusters Score -1345565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1345567.125000 Penalty: 4811.546387
	Iteration 40F: 3 clusters Score -1345567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1345569.500000 Penalty: 4811.546387
	Iteration 41Q: 3 clusters Score -1345570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1345577.250000 Penalty: 4811.546387
	Iteration 42Q: 3 clusters Score -1345577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1345587.375000 Penalty: 4811.546387
	Iteration 43Q: 3 clusters Score -1345587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1345592.750000 Penalty: 4811.546387
	Iteration 44Q: 3 clusters Score -1345593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1345602.000000 Penalty: 4811.546387
	Iteration 45Q: 3 clusters Score -1345602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1345607.500000 Penalty: 4811.546387
	Iteration 46Q: 3 clusters Score -1345608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1345619.125000 Penalty: 4811.546387
	Iteration 47Q: 3 clusters Score -1345619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1345629.125000 Penalty: 4811.546387
	Iteration 48Q: 3 clusters Score -1345629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1345635.500000 Penalty: 4811.546387
	Iteration 49Q: 3 clusters Score -1345636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1345634.625000 Penalty: 4811.546387
	Iteration 50Q: 3 clusters Score -1345635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1345635.500000 Penalty: 4811.546387
	Iteration 51Q: 3 clusters Score -1345636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1345636.625000 Penalty: 4811.546387
	Iteration 52Q: 3 clusters Score -1345637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1345636.625000 Penalty: 4811.546387
	Iteration 53F: 3 clusters Score -1345637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Entering Unmasked Estep 
Score: -4654743.000000 Penalty: 2715.512695
	Iteration 0F: 2 clusters Score -4654743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4616568.500000 Penalty: 5431.025391
	Iteration 0F: 3 clusters Score -4616568 nChanged 26325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4631286.500000 Penalty: 5431.025391
	Iteration 1F: 3 clusters Score -4631286 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -4631906.500000 Penalty: 5431.025391
	Iteration 2Q: 3 clusters Score -4631906 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4632632.000000 Penalty: 5431.025391
	Iteration 3Q: 3 clusters Score -4632632 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4633555.000000 Penalty: 5431.025391
	Iteration 4Q: 3 clusters Score -4633555 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4634747.000000 Penalty: 5431.025391
	Iteration 5Q: 3 clusters Score -4634747 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4636225.000000 Penalty: 5431.025391
	Iteration 6F: 3 clusters Score -4636225 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4637874.000000 Penalty: 5431.025391
	Iteration 7F: 3 clusters Score -4637874 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4639383.000000 Penalty: 5431.025391
	Iteration 8F: 3 clusters Score -4639383 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4640468.000000 Penalty: 5431.025391
	Iteration 9Q: 3 clusters Score -4640468 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4641128.000000 Penalty: 5431.025391
	Iteration 10Q: 3 clusters Score -4641128 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4641583.500000 Penalty: 5431.025391
	Iteration 11Q: 3 clusters Score -4641584 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4641872.500000 Penalty: 5431.025391
	Iteration 12Q: 3 clusters Score -4641872 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4642065.000000 Penalty: 5431.025391
	Iteration 13Q: 3 clusters Score -4642065 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4642241.000000 Penalty: 5431.025391
	Iteration 14Q: 3 clusters Score -4642241 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4642369.000000 Penalty: 5431.025391
	Iteration 15Q: 3 clusters Score -4642369 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4642503.000000 Penalty: 5431.025391
	Iteration 16Q: 3 clusters Score -4642503 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4642638.000000 Penalty: 5431.025391
	Iteration 17Q: 3 clusters Score -4642638 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4642804.000000 Penalty: 5431.025391
	Iteration 18Q: 3 clusters Score -4642804 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -4643005.000000 Penalty: 5431.025391
	Iteration 19Q: 3 clusters Score -4643005 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4643320.500000 Penalty: 5431.025391
	Iteration 20F: 3 clusters Score -4643320 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -4643668.000000 Penalty: 5431.025391
	Iteration 21Q: 3 clusters Score -4643668 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -4644065.000000 Penalty: 5431.025391
	Iteration 22Q: 3 clusters Score -4644065 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -4644644.000000 Penalty: 5431.025391
	Iteration 23Q: 3 clusters Score -4644644 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -4645369.000000 Penalty: 5431.025391
	Iteration 24Q: 3 clusters Score -4645369 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -4646266.000000 Penalty: 5431.025391
	Iteration 25Q: 3 clusters Score -4646266 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -4647356.000000 Penalty: 5431.025391
	Iteration 26Q: 3 clusters Score -4647356 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -4648534.500000 Penalty: 5431.025391
	Iteration 27Q: 3 clusters Score -4648534 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -4649755.500000 Penalty: 5431.025391
	Iteration 28Q: 3 clusters Score -4649756 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 54885 members 
Entering Unmasked Estep 
Score: -4650852.000000 Penalty: 5431.025391
	Iteration 29Q: 3 clusters Score -4650852 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -4651488.500000 Penalty: 5431.025391
	Iteration 30Q: 3 clusters Score -4651488 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -4651817.000000 Penalty: 5431.025391
	Iteration 31Q: 3 clusters Score -4651817 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -4652009.500000 Penalty: 5431.025391
	Iteration 32Q: 3 clusters Score -4652010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -4652131.000000 Penalty: 5431.025391
	Iteration 33Q: 3 clusters Score -4652131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -4652189.500000 Penalty: 5431.025391
	Iteration 34Q: 3 clusters Score -4652190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -4652217.000000 Penalty: 5431.025391
	Iteration 35Q: 3 clusters Score -4652217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -4652253.500000 Penalty: 5431.025391
	Iteration 36Q: 3 clusters Score -4652254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -4652287.000000 Penalty: 5431.025391
	Iteration 37Q: 3 clusters Score -4652287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -4652300.000000 Penalty: 5431.025391
	Iteration 38Q: 3 clusters Score -4652300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -4652316.000000 Penalty: 5431.025391
	Iteration 39Q: 3 clusters Score -4652316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -4652321.500000 Penalty: 5431.025391
	Iteration 40F: 3 clusters Score -4652322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -4652317.000000 Penalty: 5431.025391
	Iteration 41Q: 3 clusters Score -4652317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -4652318.500000 Penalty: 5431.025391
	Iteration 42Q: 3 clusters Score -4652318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -4652321.000000 Penalty: 5431.025391
	Iteration 43Q: 3 clusters Score -4652321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -4652320.000000 Penalty: 5431.025391
	Iteration 44Q: 3 clusters Score -4652320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -4652320.000000 Penalty: 5431.025391
	Iteration 45F: 3 clusters Score -4652320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -269187.218750 Penalty: 2018.001587
	Iteration 0F: 2 clusters Score -269187.2 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 1714 members 
Entering Unmasked Estep 
Score: -265670.000000 Penalty: 4036.003174
	Iteration 0F: 3 clusters Score -265670 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -266483.562500 Penalty: 4036.003174
	Iteration 1F: 3 clusters Score -266483.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -266699.718750 Penalty: 4036.003174
	Iteration 2F: 3 clusters Score -266699.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -266926.375000 Penalty: 4036.003174
	Iteration 3F: 3 clusters Score -266926.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -267260.968750 Penalty: 4036.003174
	Iteration 4F: 3 clusters Score -267261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -267577.250000 Penalty: 4036.003174
	Iteration 5F: 3 clusters Score -267577.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -267856.718750 Penalty: 4036.003174
	Iteration 6F: 3 clusters Score -267856.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -268088.468750 Penalty: 4036.003174
	Iteration 7F: 3 clusters Score -268088.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -268279.312500 Penalty: 4036.003174
	Iteration 8Q: 3 clusters Score -268279.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -268478.562500 Penalty: 4036.003174
	Iteration 9Q: 3 clusters Score -268478.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -268693.812500 Penalty: 4036.003174
	Iteration 10Q: 3 clusters Score -268693.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -268948.250000 Penalty: 4036.003174
	Iteration 11Q: 3 clusters Score -268948.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -269152.937500 Penalty: 4036.003174
	Iteration 12Q: 3 clusters Score -269152.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -269247.468750 Penalty: 4036.003174
	Iteration 13Q: 3 clusters Score -269247.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -269277.062500 Penalty: 4036.003174
	Iteration 14Q: 3 clusters Score -269277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -269288.437500 Penalty: 4036.003174
	Iteration 15Q: 3 clusters Score -269288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -269292.125000 Penalty: 4036.003174
	Iteration 16Q: 3 clusters Score -269292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -269293.093750 Penalty: 4036.003174
	Iteration 17Q: 3 clusters Score -269293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -269293.906250 Penalty: 4036.003174
	Iteration 18Q: 3 clusters Score -269293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269295.187500 Penalty: 4036.003174
	Iteration 19Q: 3 clusters Score -269295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -269296.093750 Penalty: 4036.003174
	Iteration 20F: 3 clusters Score -269296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -269296.156250 Penalty: 4036.003174
	Iteration 21Q: 3 clusters Score -269296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -269296.156250 Penalty: 4036.003174
	Iteration 22F: 3 clusters Score -269296.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 1480 members 
Entering Unmasked Estep 
Score: -51158520.000000 Penalty: 169439.390625
Splitting cluster 20 changes total score from -51159692.000000 to -51158520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -124550.734375 Penalty: 1823.881836
	Iteration 0F: 2 clusters Score -124550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -122254.617188 Penalty: 3647.763672
	Iteration 0F: 3 clusters Score -122254.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -122654.429688 Penalty: 3647.763672
	Iteration 1F: 3 clusters Score -122654.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -122743.562500 Penalty: 3647.763672
	Iteration 2F: 3 clusters Score -122743.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122786.773438 Penalty: 3647.763672
	Iteration 3Q: 3 clusters Score -122786.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122815.789062 Penalty: 3647.763672
	Iteration 4Q: 3 clusters Score -122815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122829.148438 Penalty: 3647.763672
	Iteration 5Q: 3 clusters Score -122829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122837.632812 Penalty: 3647.763672
	Iteration 6Q: 3 clusters Score -122837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122842.679688 Penalty: 3647.763672
	Iteration 7Q: 3 clusters Score -122842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122845.289062 Penalty: 3647.763672
	Iteration 8Q: 3 clusters Score -122845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122845.289062 Penalty: 3647.763672
	Iteration 9F: 3 clusters Score -122845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -110005.757812 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -110005.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -107651.492188 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -107651.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -108107.546875 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -108107.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -108278.164062 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -108278.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -108384.609375 Penalty: 3669.190430
	Iteration 3Q: 3 clusters Score -108384.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -108500.382812 Penalty: 3669.190430
	Iteration 4Q: 3 clusters Score -108500.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -108611.304688 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -108611.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -108722.296875 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -108722.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -108787.054688 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -108787.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -108829.476562 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -108829.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108861.210938 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -108861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108885.578125 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -108885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108915.960938 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -108916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108935.796875 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -108935.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108947.984375 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -108948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108959.195312 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -108959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108966.578125 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -108966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -108969.906250 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -108969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -108973.867188 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -108973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -108978.554688 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -108978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -108981.679688 Penalty: 3669.190430
	Iteration 19Q: 3 clusters Score -108981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -108982.375000 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -108982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -108983.226562 Penalty: 3669.190430
	Iteration 21Q: 3 clusters Score -108983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -108984.593750 Penalty: 3669.190430
	Iteration 22Q: 3 clusters Score -108984.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -108984.593750 Penalty: 3669.190430
	Iteration 23F: 3 clusters Score -108984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -115341.914062 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115341.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -115768.250000 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115768.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115910.007812 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -115910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116035.929688 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -116035.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116175.437500 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -116175.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -116445.398438 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -116445.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -116783.007812 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -116783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -116921.562500 Penalty: 3631.965088
	Iteration 7F: 3 clusters Score -116921.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -117030.195312 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -117030.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -117133.132812 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -117133.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -117218.250000 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -117218.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -117300.898438 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -117300.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -117345.500000 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -117345.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -117399.539062 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -117399.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -117451.734375 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -117451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -117492.671875 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -117492.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -117535.132812 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -117535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -117564.531250 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -117564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -117584.140625 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -117584.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -117605.500000 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -117605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -117637.726562 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -117637.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -117680.679688 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -117680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -117711.460938 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -117711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -117716.554688 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -117716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -117716.554688 Penalty: 3631.965088
	Iteration 24F: 3 clusters Score -117716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 332 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 1182 members 
Entering Unmasked Estep 
Score: -51158272.000000 Penalty: 169439.390625
Splitting cluster 23 changes total score from -51159692.000000 to -51158272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (60345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Entering Unmasked Estep 
Score: -5025284.500000 Penalty: 2729.942627
	Iteration 0F: 2 clusters Score -5025284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4984888.000000 Penalty: 5459.885254
	Iteration 0F: 3 clusters Score -4984888 nChanged 28121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5000402.500000 Penalty: 5459.885254
	Iteration 1F: 3 clusters Score -5000402 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5001004.000000 Penalty: 5459.885254
	Iteration 2Q: 3 clusters Score -5001004 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5001650.500000 Penalty: 5459.885254
	Iteration 3Q: 3 clusters Score -5001650 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5002415.000000 Penalty: 5459.885254
	Iteration 4Q: 3 clusters Score -5002415 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5003340.500000 Penalty: 5459.885254
	Iteration 5Q: 3 clusters Score -5003340 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5004680.500000 Penalty: 5459.885254
	Iteration 6Q: 3 clusters Score -5004680 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -5006556.500000 Penalty: 5459.885254
	Iteration 7F: 3 clusters Score -5006556 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -5009105.500000 Penalty: 5459.885254
	Iteration 8F: 3 clusters Score -5009106 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -5012112.500000 Penalty: 5459.885254
	Iteration 9F: 3 clusters Score -5012112 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -5015207.500000 Penalty: 5459.885254
	Iteration 10F: 3 clusters Score -5015208 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -5017700.000000 Penalty: 5459.885254
	Iteration 11F: 3 clusters Score -5017700 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -5019532.000000 Penalty: 5459.885254
	Iteration 12Q: 3 clusters Score -5019532 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -5020858.500000 Penalty: 5459.885254
	Iteration 13Q: 3 clusters Score -5020858 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -5021706.500000 Penalty: 5459.885254
	Iteration 14Q: 3 clusters Score -5021706 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -5022216.500000 Penalty: 5459.885254
	Iteration 15Q: 3 clusters Score -5022216 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -5022530.000000 Penalty: 5459.885254
	Iteration 16Q: 3 clusters Score -5022530 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -5022736.500000 Penalty: 5459.885254
	Iteration 17Q: 3 clusters Score -5022736 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -5022850.500000 Penalty: 5459.885254
	Iteration 18Q: 3 clusters Score -5022850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -5022926.000000 Penalty: 5459.885254
	Iteration 19Q: 3 clusters Score -5022926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -5022941.000000 Penalty: 5459.885254
	Iteration 20F: 3 clusters Score -5022941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -5022975.500000 Penalty: 5459.885254
	Iteration 21Q: 3 clusters Score -5022976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -5023005.000000 Penalty: 5459.885254
	Iteration 22Q: 3 clusters Score -5023005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -5023023.500000 Penalty: 5459.885254
	Iteration 23Q: 3 clusters Score -5023024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -5023056.500000 Penalty: 5459.885254
	Iteration 24Q: 3 clusters Score -5023056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -5023076.000000 Penalty: 5459.885254
	Iteration 25Q: 3 clusters Score -5023076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -5023088.500000 Penalty: 5459.885254
	Iteration 26Q: 3 clusters Score -5023088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -5023108.500000 Penalty: 5459.885254
	Iteration 27Q: 3 clusters Score -5023108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -5023113.500000 Penalty: 5459.885254
	Iteration 28Q: 3 clusters Score -5023114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -5023124.000000 Penalty: 5459.885254
	Iteration 29Q: 3 clusters Score -5023124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -5023130.000000 Penalty: 5459.885254
	Iteration 30Q: 3 clusters Score -5023130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023134.500000 Penalty: 5459.885254
	Iteration 31Q: 3 clusters Score -5023134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -5023153.500000 Penalty: 5459.885254
	Iteration 32Q: 3 clusters Score -5023154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023167.000000 Penalty: 5459.885254
	Iteration 33Q: 3 clusters Score -5023167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -5023179.500000 Penalty: 5459.885254
	Iteration 34Q: 3 clusters Score -5023180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023193.000000 Penalty: 5459.885254
	Iteration 35Q: 3 clusters Score -5023193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -5023206.000000 Penalty: 5459.885254
	Iteration 36Q: 3 clusters Score -5023206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -5023220.000000 Penalty: 5459.885254
	Iteration 37Q: 3 clusters Score -5023220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -5023215.000000 Penalty: 5459.885254
	Iteration 38Q: 3 clusters Score -5023215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -5023216.000000 Penalty: 5459.885254
	Iteration 39Q: 3 clusters Score -5023216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -5023218.000000 Penalty: 5459.885254
	Iteration 40F: 3 clusters Score -5023218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -5023220.500000 Penalty: 5459.885254
	Iteration 41Q: 3 clusters Score -5023220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -5023220.500000 Penalty: 5459.885254
	Iteration 42Q: 3 clusters Score -5023220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023227.000000 Penalty: 5459.885254
	Iteration 43Q: 3 clusters Score -5023227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -5023234.000000 Penalty: 5459.885254
	Iteration 44Q: 3 clusters Score -5023234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -5023238.500000 Penalty: 5459.885254
	Iteration 45Q: 3 clusters Score -5023238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -5023239.000000 Penalty: 5459.885254
	Iteration 46Q: 3 clusters Score -5023239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023243.500000 Penalty: 5459.885254
	Iteration 47Q: 3 clusters Score -5023244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -5023240.500000 Penalty: 5459.885254
	Iteration 48Q: 3 clusters Score -5023240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023239.500000 Penalty: 5459.885254
	Iteration 49Q: 3 clusters Score -5023240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -5023239.500000 Penalty: 5459.885254
	Iteration 50F: 3 clusters Score -5023240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Entering Unmasked Estep 
Score: -875960.375000 Penalty: 2334.756836
	Iteration 0F: 2 clusters Score -875960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -866920.375000 Penalty: 4669.513672
	Iteration 0F: 3 clusters Score -866920.4 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -870293.812500 Penalty: 4669.513672
	Iteration 1F: 3 clusters Score -870293.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -871244.312500 Penalty: 4669.513672
	Iteration 2F: 3 clusters Score -871244.3 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -872254.937500 Penalty: 4669.513672
	Iteration 3F: 3 clusters Score -872254.9 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -873100.437500 Penalty: 4669.513672
	Iteration 4F: 3 clusters Score -873100.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -873635.000000 Penalty: 4669.513672
	Iteration 5F: 3 clusters Score -873635 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -873963.375000 Penalty: 4669.513672
	Iteration 6Q: 3 clusters Score -873963.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -874165.125000 Penalty: 4669.513672
	Iteration 7Q: 3 clusters Score -874165.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -874323.562500 Penalty: 4669.513672
	Iteration 8Q: 3 clusters Score -874323.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -874417.312500 Penalty: 4669.513672
	Iteration 9Q: 3 clusters Score -874417.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -874474.812500 Penalty: 4669.513672
	Iteration 10Q: 3 clusters Score -874474.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -874507.375000 Penalty: 4669.513672
	Iteration 11Q: 3 clusters Score -874507.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -874527.625000 Penalty: 4669.513672
	Iteration 12Q: 3 clusters Score -874527.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -874544.125000 Penalty: 4669.513672
	Iteration 13Q: 3 clusters Score -874544.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -874550.562500 Penalty: 4669.513672
	Iteration 14Q: 3 clusters Score -874550.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -874556.187500 Penalty: 4669.513672
	Iteration 15Q: 3 clusters Score -874556.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -874565.250000 Penalty: 4669.513672
	Iteration 16Q: 3 clusters Score -874565.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -874569.312500 Penalty: 4669.513672
	Iteration 17Q: 3 clusters Score -874569.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -874574.875000 Penalty: 4669.513672
	Iteration 18Q: 3 clusters Score -874574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -874580.125000 Penalty: 4669.513672
	Iteration 19Q: 3 clusters Score -874580.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -874581.625000 Penalty: 4669.513672
	Iteration 20F: 3 clusters Score -874581.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -874585.312500 Penalty: 4669.513672
	Iteration 21Q: 3 clusters Score -874585.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -874585.875000 Penalty: 4669.513672
	Iteration 22Q: 3 clusters Score -874585.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -874585.187500 Penalty: 4669.513672
	Iteration 23Q: 3 clusters Score -874585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -874591.750000 Penalty: 4669.513672
	Iteration 24Q: 3 clusters Score -874591.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -874593.312500 Penalty: 4669.513672
	Iteration 25Q: 3 clusters Score -874593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -874594.000000 Penalty: 4669.513672
	Iteration 26Q: 3 clusters Score -874594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -874595.312500 Penalty: 4669.513672
	Iteration 27Q: 3 clusters Score -874595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -874597.250000 Penalty: 4669.513672
	Iteration 28Q: 3 clusters Score -874597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -874597.250000 Penalty: 4669.513672
	Iteration 29Q: 3 clusters Score -874597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -874597.250000 Penalty: 4669.513672
	Iteration 30F: 3 clusters Score -874597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Entering Unmasked Estep 
Score: -1319559.125000 Penalty: 2397.150146
	Iteration 0F: 2 clusters Score -1319559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1308237.500000 Penalty: 4794.300293
	Iteration 0F: 3 clusters Score -1308238 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1311858.625000 Penalty: 4794.300293
	Iteration 1F: 3 clusters Score -1311859 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1312218.625000 Penalty: 4794.300293
	Iteration 2F: 3 clusters Score -1312219 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1312460.000000 Penalty: 4794.300293
	Iteration 3Q: 3 clusters Score -1312460 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1312644.000000 Penalty: 4794.300293
	Iteration 4Q: 3 clusters Score -1312644 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1312809.625000 Penalty: 4794.300293
	Iteration 5Q: 3 clusters Score -1312810 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1312973.625000 Penalty: 4794.300293
	Iteration 6Q: 3 clusters Score -1312974 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1313140.000000 Penalty: 4794.300293
	Iteration 7Q: 3 clusters Score -1313140 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1313330.625000 Penalty: 4794.300293
	Iteration 8Q: 3 clusters Score -1313331 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1313540.500000 Penalty: 4794.300293
	Iteration 9Q: 3 clusters Score -1313540 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1313813.875000 Penalty: 4794.300293
	Iteration 10Q: 3 clusters Score -1313814 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1314165.000000 Penalty: 4794.300293
	Iteration 11Q: 3 clusters Score -1314165 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1314563.000000 Penalty: 4794.300293
	Iteration 12Q: 3 clusters Score -1314563 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1315017.750000 Penalty: 4794.300293
	Iteration 13Q: 3 clusters Score -1315018 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1315493.750000 Penalty: 4794.300293
	Iteration 14Q: 3 clusters Score -1315494 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1315912.875000 Penalty: 4794.300293
	Iteration 15Q: 3 clusters Score -1315913 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1316288.875000 Penalty: 4794.300293
	Iteration 16Q: 3 clusters Score -1316289 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1316612.500000 Penalty: 4794.300293
	Iteration 17Q: 3 clusters Score -1316612 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1316941.625000 Penalty: 4794.300293
	Iteration 18Q: 3 clusters Score -1316942 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1317279.500000 Penalty: 4794.300293
	Iteration 19Q: 3 clusters Score -1317280 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1317572.250000 Penalty: 4794.300293
	Iteration 20F: 3 clusters Score -1317572 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1317801.750000 Penalty: 4794.300293
	Iteration 21Q: 3 clusters Score -1317802 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1317984.875000 Penalty: 4794.300293
	Iteration 22Q: 3 clusters Score -1317985 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1318111.625000 Penalty: 4794.300293
	Iteration 23Q: 3 clusters Score -1318112 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1318197.250000 Penalty: 4794.300293
	Iteration 24Q: 3 clusters Score -1318197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1318263.000000 Penalty: 4794.300293
	Iteration 25Q: 3 clusters Score -1318263 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1318320.125000 Penalty: 4794.300293
	Iteration 26Q: 3 clusters Score -1318320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1318361.625000 Penalty: 4794.300293
	Iteration 27Q: 3 clusters Score -1318362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1318401.500000 Penalty: 4794.300293
	Iteration 28Q: 3 clusters Score -1318402 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1318443.000000 Penalty: 4794.300293
	Iteration 29Q: 3 clusters Score -1318443 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1318480.625000 Penalty: 4794.300293
	Iteration 30Q: 3 clusters Score -1318481 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1318506.375000 Penalty: 4794.300293
	Iteration 31Q: 3 clusters Score -1318506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1318531.125000 Penalty: 4794.300293
	Iteration 32Q: 3 clusters Score -1318531 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1318550.875000 Penalty: 4794.300293
	Iteration 33Q: 3 clusters Score -1318551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1318570.125000 Penalty: 4794.300293
	Iteration 34Q: 3 clusters Score -1318570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1318586.500000 Penalty: 4794.300293
	Iteration 35Q: 3 clusters Score -1318586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1318599.125000 Penalty: 4794.300293
	Iteration 36Q: 3 clusters Score -1318599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1318608.625000 Penalty: 4794.300293
	Iteration 37Q: 3 clusters Score -1318609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1318626.500000 Penalty: 4794.300293
	Iteration 38Q: 3 clusters Score -1318626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1318634.625000 Penalty: 4794.300293
	Iteration 39Q: 3 clusters Score -1318635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1318641.375000 Penalty: 4794.300293
	Iteration 40F: 3 clusters Score -1318641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1318647.750000 Penalty: 4794.300293
	Iteration 41Q: 3 clusters Score -1318648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1318646.750000 Penalty: 4794.300293
	Iteration 42Q: 3 clusters Score -1318647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1318654.750000 Penalty: 4794.300293
	Iteration 43Q: 3 clusters Score -1318655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1318654.625000 Penalty: 4794.300293
	Iteration 44Q: 3 clusters Score -1318655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1318662.500000 Penalty: 4794.300293
	Iteration 45Q: 3 clusters Score -1318662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1318666.375000 Penalty: 4794.300293
	Iteration 46Q: 3 clusters Score -1318666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1318668.375000 Penalty: 4794.300293
	Iteration 47Q: 3 clusters Score -1318668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1318674.250000 Penalty: 4794.300293
	Iteration 48Q: 3 clusters Score -1318674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1318672.125000 Penalty: 4794.300293
	Iteration 49Q: 3 clusters Score -1318672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1318673.750000 Penalty: 4794.300293
	Iteration 50Q: 3 clusters Score -1318674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1318673.875000 Penalty: 4794.300293
	Iteration 51Q: 3 clusters Score -1318674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1318676.000000 Penalty: 4794.300293
	Iteration 52Q: 3 clusters Score -1318676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1318678.375000 Penalty: 4794.300293
	Iteration 53Q: 3 clusters Score -1318678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1318677.500000 Penalty: 4794.300293
	Iteration 54Q: 3 clusters Score -1318678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1318679.000000 Penalty: 4794.300293
	Iteration 55Q: 3 clusters Score -1318679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1318677.875000 Penalty: 4794.300293
	Iteration 56Q: 3 clusters Score -1318678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1318680.625000 Penalty: 4794.300293
	Iteration 57Q: 3 clusters Score -1318681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1318680.625000 Penalty: 4794.300293
	Iteration 58F: 3 clusters Score -1318681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -131828.453125 Penalty: 1851.624390
	Iteration 0F: 2 clusters Score -131828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -129402.085938 Penalty: 3703.248779
	Iteration 0F: 3 clusters Score -129402.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -129920.484375 Penalty: 3703.248779
	Iteration 1F: 3 clusters Score -129920.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -130120.234375 Penalty: 3703.248779
	Iteration 2F: 3 clusters Score -130120.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -130246.828125 Penalty: 3703.248779
	Iteration 3F: 3 clusters Score -130246.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -130346.710938 Penalty: 3703.248779
	Iteration 4Q: 3 clusters Score -130346.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -130484.898438 Penalty: 3703.248779
	Iteration 5Q: 3 clusters Score -130484.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -130671.148438 Penalty: 3703.248779
	Iteration 6Q: 3 clusters Score -130671.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -130947.812500 Penalty: 3703.248779
	Iteration 7F: 3 clusters Score -130947.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -131108.484375 Penalty: 3703.248779
	Iteration 8Q: 3 clusters Score -131108.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -131174.828125 Penalty: 3703.248779
	Iteration 9Q: 3 clusters Score -131174.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131241.937500 Penalty: 3703.248779
	Iteration 10Q: 3 clusters Score -131241.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131350.593750 Penalty: 3703.248779
	Iteration 11Q: 3 clusters Score -131350.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131549.515625 Penalty: 3703.248779
	Iteration 12Q: 3 clusters Score -131549.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -131637.359375 Penalty: 3703.248779
	Iteration 13Q: 3 clusters Score -131637.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -131656.359375 Penalty: 3703.248779
	Iteration 14Q: 3 clusters Score -131656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -131664.968750 Penalty: 3703.248779
	Iteration 15Q: 3 clusters Score -131665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131669.812500 Penalty: 3703.248779
	Iteration 16Q: 3 clusters Score -131669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -131672.328125 Penalty: 3703.248779
	Iteration 17Q: 3 clusters Score -131672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -131673.375000 Penalty: 3703.248779
	Iteration 18Q: 3 clusters Score -131673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -131673.375000 Penalty: 3703.248779
	Iteration 19F: 3 clusters Score -131673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Entering Unmasked Estep 
Score: -849654.187500 Penalty: 2293.509277
	Iteration 0F: 2 clusters Score -849654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -841777.187500 Penalty: 4587.018555
	Iteration 0F: 3 clusters Score -841777.2 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -844136.062500 Penalty: 4587.018555
	Iteration 1F: 3 clusters Score -844136.1 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -844564.062500 Penalty: 4587.018555
	Iteration 2F: 3 clusters Score -844564.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -844968.375000 Penalty: 4587.018555
	Iteration 3F: 3 clusters Score -844968.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -845426.312500 Penalty: 4587.018555
	Iteration 4F: 3 clusters Score -845426.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -845932.562500 Penalty: 4587.018555
	Iteration 5F: 3 clusters Score -845932.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -846389.500000 Penalty: 4587.018555
	Iteration 6F: 3 clusters Score -846389.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -846761.125000 Penalty: 4587.018555
	Iteration 7F: 3 clusters Score -846761.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -846998.875000 Penalty: 4587.018555
	Iteration 8Q: 3 clusters Score -846998.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -847141.812500 Penalty: 4587.018555
	Iteration 9Q: 3 clusters Score -847141.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -847238.000000 Penalty: 4587.018555
	Iteration 10Q: 3 clusters Score -847238 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -847306.125000 Penalty: 4587.018555
	Iteration 11Q: 3 clusters Score -847306.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -847346.875000 Penalty: 4587.018555
	Iteration 12Q: 3 clusters Score -847346.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -847374.187500 Penalty: 4587.018555
	Iteration 13Q: 3 clusters Score -847374.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -847397.750000 Penalty: 4587.018555
	Iteration 14Q: 3 clusters Score -847397.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -847415.812500 Penalty: 4587.018555
	Iteration 15Q: 3 clusters Score -847415.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -847432.812500 Penalty: 4587.018555
	Iteration 16Q: 3 clusters Score -847432.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -847449.437500 Penalty: 4587.018555
	Iteration 17Q: 3 clusters Score -847449.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -847459.375000 Penalty: 4587.018555
	Iteration 18Q: 3 clusters Score -847459.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -847472.562500 Penalty: 4587.018555
	Iteration 19Q: 3 clusters Score -847472.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -847477.437500 Penalty: 4587.018555
	Iteration 20F: 3 clusters Score -847477.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -847484.312500 Penalty: 4587.018555
	Iteration 21Q: 3 clusters Score -847484.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -847486.625000 Penalty: 4587.018555
	Iteration 22Q: 3 clusters Score -847486.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -847491.187500 Penalty: 4587.018555
	Iteration 23Q: 3 clusters Score -847491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -847490.500000 Penalty: 4587.018555
	Iteration 24Q: 3 clusters Score -847490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -847491.437500 Penalty: 4587.018555
	Iteration 25Q: 3 clusters Score -847491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -847494.562500 Penalty: 4587.018555
	Iteration 26Q: 3 clusters Score -847494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -847496.312500 Penalty: 4587.018555
	Iteration 27Q: 3 clusters Score -847496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -847495.875000 Penalty: 4587.018555
	Iteration 28Q: 3 clusters Score -847495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -847495.687500 Penalty: 4587.018555
	Iteration 29Q: 3 clusters Score -847495.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -847497.625000 Penalty: 4587.018555
	Iteration 30Q: 3 clusters Score -847497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -847500.375000 Penalty: 4587.018555
	Iteration 31Q: 3 clusters Score -847500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -847499.000000 Penalty: 4587.018555
	Iteration 32Q: 3 clusters Score -847499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -847501.562500 Penalty: 4587.018555
	Iteration 33Q: 3 clusters Score -847501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -847501.000000 Penalty: 4587.018555
	Iteration 34Q: 3 clusters Score -847501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -847501.125000 Penalty: 4587.018555
	Iteration 35Q: 3 clusters Score -847501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -847503.562500 Penalty: 4587.018555
	Iteration 36Q: 3 clusters Score -847503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -847503.187500 Penalty: 4587.018555
	Iteration 37Q: 3 clusters Score -847503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -847505.000000 Penalty: 4587.018555
	Iteration 38Q: 3 clusters Score -847505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -847508.000000 Penalty: 4587.018555
	Iteration 39Q: 3 clusters Score -847508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -847509.187500 Penalty: 4587.018555
	Iteration 40F: 3 clusters Score -847509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -847510.187500 Penalty: 4587.018555
	Iteration 41Q: 3 clusters Score -847510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -847510.000000 Penalty: 4587.018555
	Iteration 42Q: 3 clusters Score -847510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -847511.187500 Penalty: 4587.018555
	Iteration 43Q: 3 clusters Score -847511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -847511.500000 Penalty: 4587.018555
	Iteration 44Q: 3 clusters Score -847511.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -847511.000000 Penalty: 4587.018555
	Iteration 45Q: 3 clusters Score -847511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -847511.000000 Penalty: 4587.018555
	Iteration 46F: 3 clusters Score -847511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Entering Unmasked Estep 
Score: -2060232.250000 Penalty: 2498.412109
	Iteration 0F: 2 clusters Score -2060232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2043670.250000 Penalty: 4996.824219
	Iteration 0F: 3 clusters Score -2043670 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2049298.875000 Penalty: 4996.824219
	Iteration 1F: 3 clusters Score -2049299 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2049760.250000 Penalty: 4996.824219
	Iteration 2F: 3 clusters Score -2049760 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2050200.625000 Penalty: 4996.824219
	Iteration 3Q: 3 clusters Score -2050201 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2050686.250000 Penalty: 4996.824219
	Iteration 4Q: 3 clusters Score -2050686 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2051198.375000 Penalty: 4996.824219
	Iteration 5Q: 3 clusters Score -2051198 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2051776.500000 Penalty: 4996.824219
	Iteration 6Q: 3 clusters Score -2051776 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2052413.375000 Penalty: 4996.824219
	Iteration 7Q: 3 clusters Score -2052413 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2053164.500000 Penalty: 4996.824219
	Iteration 8Q: 3 clusters Score -2053164 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2053932.750000 Penalty: 4996.824219
	Iteration 9Q: 3 clusters Score -2053933 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2054683.375000 Penalty: 4996.824219
	Iteration 10Q: 3 clusters Score -2054683 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2055426.375000 Penalty: 4996.824219
	Iteration 11Q: 3 clusters Score -2055426 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2056090.125000 Penalty: 4996.824219
	Iteration 12Q: 3 clusters Score -2056090 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2056666.875000 Penalty: 4996.824219
	Iteration 13Q: 3 clusters Score -2056667 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2057149.125000 Penalty: 4996.824219
	Iteration 14Q: 3 clusters Score -2057149 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2057539.250000 Penalty: 4996.824219
	Iteration 15Q: 3 clusters Score -2057539 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2057775.875000 Penalty: 4996.824219
	Iteration 16Q: 3 clusters Score -2057776 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2057946.625000 Penalty: 4996.824219
	Iteration 17Q: 3 clusters Score -2057947 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2058091.250000 Penalty: 4996.824219
	Iteration 18Q: 3 clusters Score -2058091 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2058165.000000 Penalty: 4996.824219
	Iteration 19Q: 3 clusters Score -2058165 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2058227.000000 Penalty: 4996.824219
	Iteration 20F: 3 clusters Score -2058227 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2058264.125000 Penalty: 4996.824219
	Iteration 21Q: 3 clusters Score -2058264 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2058294.750000 Penalty: 4996.824219
	Iteration 22Q: 3 clusters Score -2058295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2058328.125000 Penalty: 4996.824219
	Iteration 23Q: 3 clusters Score -2058328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2058352.500000 Penalty: 4996.824219
	Iteration 24Q: 3 clusters Score -2058352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2058380.625000 Penalty: 4996.824219
	Iteration 25Q: 3 clusters Score -2058381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2058402.250000 Penalty: 4996.824219
	Iteration 26Q: 3 clusters Score -2058402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2058411.125000 Penalty: 4996.824219
	Iteration 27Q: 3 clusters Score -2058411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2058429.375000 Penalty: 4996.824219
	Iteration 28Q: 3 clusters Score -2058429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2058431.375000 Penalty: 4996.824219
	Iteration 29Q: 3 clusters Score -2058431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2058441.375000 Penalty: 4996.824219
	Iteration 30Q: 3 clusters Score -2058441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2058446.000000 Penalty: 4996.824219
	Iteration 31Q: 3 clusters Score -2058446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2058455.500000 Penalty: 4996.824219
	Iteration 32Q: 3 clusters Score -2058456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2058458.375000 Penalty: 4996.824219
	Iteration 33Q: 3 clusters Score -2058458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2058468.000000 Penalty: 4996.824219
	Iteration 34Q: 3 clusters Score -2058468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2058475.875000 Penalty: 4996.824219
	Iteration 35Q: 3 clusters Score -2058476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2058480.125000 Penalty: 4996.824219
	Iteration 36Q: 3 clusters Score -2058480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2058488.125000 Penalty: 4996.824219
	Iteration 37Q: 3 clusters Score -2058488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2058498.375000 Penalty: 4996.824219
	Iteration 38Q: 3 clusters Score -2058498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2058499.125000 Penalty: 4996.824219
	Iteration 39Q: 3 clusters Score -2058499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2058504.500000 Penalty: 4996.824219
	Iteration 40F: 3 clusters Score -2058504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2058507.375000 Penalty: 4996.824219
	Iteration 41Q: 3 clusters Score -2058507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2058512.875000 Penalty: 4996.824219
	Iteration 42Q: 3 clusters Score -2058513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2058513.875000 Penalty: 4996.824219
	Iteration 43Q: 3 clusters Score -2058514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2058510.500000 Penalty: 4996.824219
	Iteration 44Q: 3 clusters Score -2058510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2058515.125000 Penalty: 4996.824219
	Iteration 45Q: 3 clusters Score -2058515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2058517.000000 Penalty: 4996.824219
	Iteration 46Q: 3 clusters Score -2058517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2058521.000000 Penalty: 4996.824219
	Iteration 47Q: 3 clusters Score -2058521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2058526.250000 Penalty: 4996.824219
	Iteration 48Q: 3 clusters Score -2058526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2058528.750000 Penalty: 4996.824219
	Iteration 49Q: 3 clusters Score -2058529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2058525.875000 Penalty: 4996.824219
	Iteration 50Q: 3 clusters Score -2058526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2058531.875000 Penalty: 4996.824219
	Iteration 51Q: 3 clusters Score -2058532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2058531.000000 Penalty: 4996.824219
	Iteration 52Q: 3 clusters Score -2058531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2058532.625000 Penalty: 4996.824219
	Iteration 53Q: 3 clusters Score -2058533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2058530.875000 Penalty: 4996.824219
	Iteration 54Q: 3 clusters Score -2058531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2058529.375000 Penalty: 4996.824219
	Iteration 55Q: 3 clusters Score -2058529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2058532.250000 Penalty: 4996.824219
	Iteration 56Q: 3 clusters Score -2058532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2058537.625000 Penalty: 4996.824219
	Iteration 57Q: 3 clusters Score -2058538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2058540.250000 Penalty: 4996.824219
	Iteration 58Q: 3 clusters Score -2058540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2058538.375000 Penalty: 4996.824219
	Iteration 59Q: 3 clusters Score -2058538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2058539.250000 Penalty: 4996.824219
	Iteration 60F: 3 clusters Score -2058539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2058542.500000 Penalty: 4996.824219
	Iteration 61Q: 3 clusters Score -2058542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2058545.250000 Penalty: 4996.824219
	Iteration 62Q: 3 clusters Score -2058545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2058549.750000 Penalty: 4996.824219
	Iteration 63Q: 3 clusters Score -2058550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2058551.625000 Penalty: 4996.824219
	Iteration 64Q: 3 clusters Score -2058552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2058557.375000 Penalty: 4996.824219
	Iteration 65Q: 3 clusters Score -2058557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2058559.625000 Penalty: 4996.824219
	Iteration 66Q: 3 clusters Score -2058560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2058561.375000 Penalty: 4996.824219
	Iteration 67Q: 3 clusters Score -2058561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2058559.750000 Penalty: 4996.824219
	Iteration 68Q: 3 clusters Score -2058560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2058566.125000 Penalty: 4996.824219
	Iteration 69Q: 3 clusters Score -2058566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2058565.875000 Penalty: 4996.824219
	Iteration 70Q: 3 clusters Score -2058566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2058568.125000 Penalty: 4996.824219
	Iteration 71Q: 3 clusters Score -2058568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2058568.750000 Penalty: 4996.824219
	Iteration 72Q: 3 clusters Score -2058569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2058569.875000 Penalty: 4996.824219
	Iteration 73Q: 3 clusters Score -2058570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2058569.625000 Penalty: 4996.824219
	Iteration 74Q: 3 clusters Score -2058570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2058569.500000 Penalty: 4996.824219
	Iteration 75Q: 3 clusters Score -2058570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2058567.750000 Penalty: 4996.824219
	Iteration 76Q: 3 clusters Score -2058568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2058567.750000 Penalty: 4996.824219
	Iteration 77F: 3 clusters Score -2058568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -210072.828125 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -210072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -207092.890625 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -207092.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -207735.359375 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -207735.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -207943.734375 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -207943.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208128.078125 Penalty: 3910.936768
	Iteration 3F: 3 clusters Score -208128.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -208264.281250 Penalty: 3910.936768
	Iteration 4F: 3 clusters Score -208264.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -208396.765625 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -208396.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -208575.937500 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -208575.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -208756.328125 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -208756.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -208891.750000 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -208891.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -209011.343750 Penalty: 3910.936768
	Iteration 9Q: 3 clusters Score -209011.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -209077.171875 Penalty: 3910.936768
	Iteration 10Q: 3 clusters Score -209077.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -209115.421875 Penalty: 3910.936768
	Iteration 11Q: 3 clusters Score -209115.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -209139.578125 Penalty: 3910.936768
	Iteration 12Q: 3 clusters Score -209139.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -209150.984375 Penalty: 3910.936768
	Iteration 13Q: 3 clusters Score -209151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -209154.906250 Penalty: 3910.936768
	Iteration 14Q: 3 clusters Score -209154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -209162.078125 Penalty: 3910.936768
	Iteration 15Q: 3 clusters Score -209162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -209169.328125 Penalty: 3910.936768
	Iteration 16Q: 3 clusters Score -209169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -209172.812500 Penalty: 3910.936768
	Iteration 17Q: 3 clusters Score -209172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -209177.468750 Penalty: 3910.936768
	Iteration 18Q: 3 clusters Score -209177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -209182.687500 Penalty: 3910.936768
	Iteration 19Q: 3 clusters Score -209182.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209194.734375 Penalty: 3910.936768
	Iteration 20F: 3 clusters Score -209194.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -209210.625000 Penalty: 3910.936768
	Iteration 21Q: 3 clusters Score -209210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -209235.218750 Penalty: 3910.936768
	Iteration 22Q: 3 clusters Score -209235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -209261.750000 Penalty: 3910.936768
	Iteration 23Q: 3 clusters Score -209261.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -209296.312500 Penalty: 3910.936768
	Iteration 24Q: 3 clusters Score -209296.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -209343.796875 Penalty: 3910.936768
	Iteration 25Q: 3 clusters Score -209343.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209396.937500 Penalty: 3910.936768
	Iteration 26Q: 3 clusters Score -209396.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -209435.781250 Penalty: 3910.936768
	Iteration 27Q: 3 clusters Score -209435.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -209466.890625 Penalty: 3910.936768
	Iteration 28Q: 3 clusters Score -209466.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -209495.734375 Penalty: 3910.936768
	Iteration 29Q: 3 clusters Score -209495.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -209513.578125 Penalty: 3910.936768
	Iteration 30Q: 3 clusters Score -209513.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -209535.437500 Penalty: 3910.936768
	Iteration 31Q: 3 clusters Score -209535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -209548.234375 Penalty: 3910.936768
	Iteration 32Q: 3 clusters Score -209548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -209576.203125 Penalty: 3910.936768
	Iteration 33Q: 3 clusters Score -209576.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -209590.671875 Penalty: 3910.936768
	Iteration 34Q: 3 clusters Score -209590.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -209601.984375 Penalty: 3910.936768
	Iteration 35Q: 3 clusters Score -209602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -209613.953125 Penalty: 3910.936768
	Iteration 36Q: 3 clusters Score -209614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -209622.968750 Penalty: 3910.936768
	Iteration 37Q: 3 clusters Score -209623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -209633.484375 Penalty: 3910.936768
	Iteration 38Q: 3 clusters Score -209633.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -209647.859375 Penalty: 3910.936768
	Iteration 39Q: 3 clusters Score -209647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -209658.625000 Penalty: 3910.936768
	Iteration 40F: 3 clusters Score -209658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -209666.031250 Penalty: 3910.936768
	Iteration 41Q: 3 clusters Score -209666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -209671.500000 Penalty: 3910.936768
	Iteration 42Q: 3 clusters Score -209671.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209678.609375 Penalty: 3910.936768
	Iteration 43Q: 3 clusters Score -209678.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209687.937500 Penalty: 3910.936768
	Iteration 44Q: 3 clusters Score -209687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -209690.937500 Penalty: 3910.936768
	Iteration 45Q: 3 clusters Score -209690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209691.187500 Penalty: 3910.936768
	Iteration 46Q: 3 clusters Score -209691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209691.187500 Penalty: 3910.936768
	Iteration 47F: 3 clusters Score -209691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -782860.687500 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -782860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -775480.375000 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -775480.4 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -777570.125000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -777570.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -777896.000000 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -777896 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -778126.187500 Penalty: 4543.878418
	Iteration 3F: 3 clusters Score -778126.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -778327.937500 Penalty: 4543.878418
	Iteration 4Q: 3 clusters Score -778327.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -778532.250000 Penalty: 4543.878418
	Iteration 5Q: 3 clusters Score -778532.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -778783.687500 Penalty: 4543.878418
	Iteration 6Q: 3 clusters Score -778783.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -779047.625000 Penalty: 4543.878418
	Iteration 7Q: 3 clusters Score -779047.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -779373.125000 Penalty: 4543.878418
	Iteration 8Q: 3 clusters Score -779373.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -779724.437500 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -779724.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -780096.250000 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -780096.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -780411.500000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -780411.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -780658.312500 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -780658.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -780816.375000 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -780816.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -780927.937500 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -780927.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -781017.125000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -781017.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -781089.062500 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -781089.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -781175.937500 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -781175.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -781289.437500 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -781289.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -781417.250000 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -781417.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -781566.000000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -781566 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -781733.625000 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -781733.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -781967.312500 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -781967.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -782253.125000 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -782253.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -782546.625000 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -782546.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -782822.687500 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -782822.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -783026.875000 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -783026.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -783134.937500 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -783134.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -783187.750000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -783187.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -783212.375000 Penalty: 4543.878418
	Iteration 29Q: 3 clusters Score -783212.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -783224.312500 Penalty: 4543.878418
	Iteration 30Q: 3 clusters Score -783224.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -783233.625000 Penalty: 4543.878418
	Iteration 31Q: 3 clusters Score -783233.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -783239.625000 Penalty: 4543.878418
	Iteration 32Q: 3 clusters Score -783239.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -783242.250000 Penalty: 4543.878418
	Iteration 33Q: 3 clusters Score -783242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -783244.937500 Penalty: 4543.878418
	Iteration 34Q: 3 clusters Score -783244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -783243.562500 Penalty: 4543.878418
	Iteration 35Q: 3 clusters Score -783243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -783246.937500 Penalty: 4543.878418
	Iteration 36Q: 3 clusters Score -783246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -783246.500000 Penalty: 4543.878418
	Iteration 37Q: 3 clusters Score -783246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -783246.375000 Penalty: 4543.878418
	Iteration 38Q: 3 clusters Score -783246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -783246.375000 Penalty: 4543.878418
	Iteration 39F: 3 clusters Score -783246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 5119 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 60762 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 4400 members 
Entering Unmasked Estep 
Score: -51158856.000000 Penalty: 169439.390625
Splitting cluster 31 changes total score from -51159692.000000 to -51158856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (55537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Entering Unmasked Estep 
Score: -4467245.500000 Penalty: 2709.351562
	Iteration 0F: 2 clusters Score -4467246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4429913.500000 Penalty: 5418.703125
	Iteration 0F: 3 clusters Score -4429914 nChanged 25823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4444218.000000 Penalty: 5418.703125
	Iteration 1F: 3 clusters Score -4444218 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -4445128.000000 Penalty: 5418.703125
	Iteration 2Q: 3 clusters Score -4445128 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4446402.000000 Penalty: 5418.703125
	Iteration 3F: 3 clusters Score -4446402 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4448265.000000 Penalty: 5418.703125
	Iteration 4F: 3 clusters Score -4448265 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4450606.000000 Penalty: 5418.703125
	Iteration 5F: 3 clusters Score -4450606 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4453187.500000 Penalty: 5418.703125
	Iteration 6F: 3 clusters Score -4453188 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4455436.000000 Penalty: 5418.703125
	Iteration 7F: 3 clusters Score -4455436 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4457348.500000 Penalty: 5418.703125
	Iteration 8F: 3 clusters Score -4457348 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4459048.500000 Penalty: 5418.703125
	Iteration 9Q: 3 clusters Score -4459048 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4460609.500000 Penalty: 5418.703125
	Iteration 10Q: 3 clusters Score -4460610 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4461864.500000 Penalty: 5418.703125
	Iteration 11Q: 3 clusters Score -4461864 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4462723.000000 Penalty: 5418.703125
	Iteration 12Q: 3 clusters Score -4462723 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4463291.000000 Penalty: 5418.703125
	Iteration 13Q: 3 clusters Score -4463291 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4463676.500000 Penalty: 5418.703125
	Iteration 14Q: 3 clusters Score -4463676 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4463932.000000 Penalty: 5418.703125
	Iteration 15Q: 3 clusters Score -4463932 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4464153.500000 Penalty: 5418.703125
	Iteration 16Q: 3 clusters Score -4464154 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4464362.000000 Penalty: 5418.703125
	Iteration 17Q: 3 clusters Score -4464362 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4464531.500000 Penalty: 5418.703125
	Iteration 18Q: 3 clusters Score -4464532 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4464622.500000 Penalty: 5418.703125
	Iteration 19Q: 3 clusters Score -4464622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4464712.000000 Penalty: 5418.703125
	Iteration 20F: 3 clusters Score -4464712 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4464785.000000 Penalty: 5418.703125
	Iteration 21Q: 3 clusters Score -4464785 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4464854.500000 Penalty: 5418.703125
	Iteration 22Q: 3 clusters Score -4464854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4464928.000000 Penalty: 5418.703125
	Iteration 23Q: 3 clusters Score -4464928 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4465000.000000 Penalty: 5418.703125
	Iteration 24Q: 3 clusters Score -4465000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4465043.000000 Penalty: 5418.703125
	Iteration 25Q: 3 clusters Score -4465043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4465081.500000 Penalty: 5418.703125
	Iteration 26Q: 3 clusters Score -4465082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4465104.000000 Penalty: 5418.703125
	Iteration 27Q: 3 clusters Score -4465104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4465129.000000 Penalty: 5418.703125
	Iteration 28Q: 3 clusters Score -4465129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4465154.500000 Penalty: 5418.703125
	Iteration 29Q: 3 clusters Score -4465154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4465170.500000 Penalty: 5418.703125
	Iteration 30Q: 3 clusters Score -4465170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4465175.000000 Penalty: 5418.703125
	Iteration 31Q: 3 clusters Score -4465175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4465183.000000 Penalty: 5418.703125
	Iteration 32Q: 3 clusters Score -4465183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4465173.000000 Penalty: 5418.703125
	Iteration 33Q: 3 clusters Score -4465173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4465174.000000 Penalty: 5418.703125
	Iteration 34Q: 3 clusters Score -4465174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4465181.000000 Penalty: 5418.703125
	Iteration 35Q: 3 clusters Score -4465181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4465181.000000 Penalty: 5418.703125
	Iteration 36Q: 3 clusters Score -4465181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4465181.000000 Penalty: 5418.703125
	Iteration 37Q: 3 clusters Score -4465181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4465183.500000 Penalty: 5418.703125
	Iteration 38Q: 3 clusters Score -4465184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4465186.000000 Penalty: 5418.703125
	Iteration 39Q: 3 clusters Score -4465186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4465194.000000 Penalty: 5418.703125
	Iteration 40F: 3 clusters Score -4465194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4465195.500000 Penalty: 5418.703125
	Iteration 41Q: 3 clusters Score -4465196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4465198.500000 Penalty: 5418.703125
	Iteration 42Q: 3 clusters Score -4465198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4465203.000000 Penalty: 5418.703125
	Iteration 43Q: 3 clusters Score -4465203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4465205.500000 Penalty: 5418.703125
	Iteration 44Q: 3 clusters Score -4465206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4465205.500000 Penalty: 5418.703125
	Iteration 45Q: 3 clusters Score -4465206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4465214.000000 Penalty: 5418.703125
	Iteration 46Q: 3 clusters Score -4465214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4465209.000000 Penalty: 5418.703125
	Iteration 47Q: 3 clusters Score -4465209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4465215.500000 Penalty: 5418.703125
	Iteration 48Q: 3 clusters Score -4465216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4465216.500000 Penalty: 5418.703125
	Iteration 49Q: 3 clusters Score -4465216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4465221.500000 Penalty: 5418.703125
	Iteration 50Q: 3 clusters Score -4465222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4465217.500000 Penalty: 5418.703125
	Iteration 51Q: 3 clusters Score -4465218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4465221.000000 Penalty: 5418.703125
	Iteration 52Q: 3 clusters Score -4465221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4465225.500000 Penalty: 5418.703125
	Iteration 53Q: 3 clusters Score -4465226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4465237.500000 Penalty: 5418.703125
	Iteration 54Q: 3 clusters Score -4465238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4465238.500000 Penalty: 5418.703125
	Iteration 55Q: 3 clusters Score -4465238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4465239.500000 Penalty: 5418.703125
	Iteration 56Q: 3 clusters Score -4465240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4465240.000000 Penalty: 5418.703125
	Iteration 57Q: 3 clusters Score -4465240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4465243.000000 Penalty: 5418.703125
	Iteration 58Q: 3 clusters Score -4465243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4465241.500000 Penalty: 5418.703125
	Iteration 59Q: 3 clusters Score -4465242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4465247.000000 Penalty: 5418.703125
	Iteration 60F: 3 clusters Score -4465247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Entering Unmasked Estep 
Score: -1700959.875000 Penalty: 2463.972656
	Iteration 0F: 2 clusters Score -1700960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1686545.875000 Penalty: 4927.945312
	Iteration 0F: 3 clusters Score -1686546 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1691291.500000 Penalty: 4927.945312
	Iteration 1F: 3 clusters Score -1691292 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1691841.375000 Penalty: 4927.945312
	Iteration 2F: 3 clusters Score -1691841 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1692383.625000 Penalty: 4927.945312
	Iteration 3F: 3 clusters Score -1692384 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1693008.750000 Penalty: 4927.945312
	Iteration 4F: 3 clusters Score -1693009 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1693802.500000 Penalty: 4927.945312
	Iteration 5F: 3 clusters Score -1693802 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1694726.625000 Penalty: 4927.945312
	Iteration 6F: 3 clusters Score -1694727 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1695744.125000 Penalty: 4927.945312
	Iteration 7F: 3 clusters Score -1695744 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1696819.250000 Penalty: 4927.945312
	Iteration 8F: 3 clusters Score -1696819 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1697815.625000 Penalty: 4927.945312
	Iteration 9F: 3 clusters Score -1697816 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1698496.500000 Penalty: 4927.945312
	Iteration 10Q: 3 clusters Score -1698496 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1698912.375000 Penalty: 4927.945312
	Iteration 11Q: 3 clusters Score -1698912 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1699220.875000 Penalty: 4927.945312
	Iteration 12Q: 3 clusters Score -1699221 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1699466.000000 Penalty: 4927.945312
	Iteration 13Q: 3 clusters Score -1699466 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1699637.625000 Penalty: 4927.945312
	Iteration 14Q: 3 clusters Score -1699638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1699787.875000 Penalty: 4927.945312
	Iteration 15Q: 3 clusters Score -1699788 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1699917.125000 Penalty: 4927.945312
	Iteration 16Q: 3 clusters Score -1699917 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1700039.875000 Penalty: 4927.945312
	Iteration 17Q: 3 clusters Score -1700040 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1700139.125000 Penalty: 4927.945312
	Iteration 18Q: 3 clusters Score -1700139 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1700251.875000 Penalty: 4927.945312
	Iteration 19Q: 3 clusters Score -1700252 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1700346.750000 Penalty: 4927.945312
	Iteration 20F: 3 clusters Score -1700347 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1700425.500000 Penalty: 4927.945312
	Iteration 21Q: 3 clusters Score -1700426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1700494.500000 Penalty: 4927.945312
	Iteration 22Q: 3 clusters Score -1700494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1700557.250000 Penalty: 4927.945312
	Iteration 23Q: 3 clusters Score -1700557 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1700620.375000 Penalty: 4927.945312
	Iteration 24Q: 3 clusters Score -1700620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1700657.875000 Penalty: 4927.945312
	Iteration 25Q: 3 clusters Score -1700658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1700696.375000 Penalty: 4927.945312
	Iteration 26Q: 3 clusters Score -1700696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1700736.625000 Penalty: 4927.945312
	Iteration 27Q: 3 clusters Score -1700737 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1700752.375000 Penalty: 4927.945312
	Iteration 28Q: 3 clusters Score -1700752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1700780.250000 Penalty: 4927.945312
	Iteration 29Q: 3 clusters Score -1700780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1700787.750000 Penalty: 4927.945312
	Iteration 30Q: 3 clusters Score -1700788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1700803.000000 Penalty: 4927.945312
	Iteration 31Q: 3 clusters Score -1700803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1700806.125000 Penalty: 4927.945312
	Iteration 32Q: 3 clusters Score -1700806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1700811.500000 Penalty: 4927.945312
	Iteration 33Q: 3 clusters Score -1700812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1700814.875000 Penalty: 4927.945312
	Iteration 34Q: 3 clusters Score -1700815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1700820.375000 Penalty: 4927.945312
	Iteration 35Q: 3 clusters Score -1700820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1700828.750000 Penalty: 4927.945312
	Iteration 36Q: 3 clusters Score -1700829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1700831.875000 Penalty: 4927.945312
	Iteration 37Q: 3 clusters Score -1700832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1700832.375000 Penalty: 4927.945312
	Iteration 38Q: 3 clusters Score -1700832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1700840.000000 Penalty: 4927.945312
	Iteration 39Q: 3 clusters Score -1700840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1700842.125000 Penalty: 4927.945312
	Iteration 40F: 3 clusters Score -1700842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1700843.875000 Penalty: 4927.945312
	Iteration 41Q: 3 clusters Score -1700844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1700846.250000 Penalty: 4927.945312
	Iteration 42Q: 3 clusters Score -1700846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1700848.375000 Penalty: 4927.945312
	Iteration 43Q: 3 clusters Score -1700848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1700850.125000 Penalty: 4927.945312
	Iteration 44Q: 3 clusters Score -1700850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1700852.125000 Penalty: 4927.945312
	Iteration 45Q: 3 clusters Score -1700852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1700855.750000 Penalty: 4927.945312
	Iteration 46Q: 3 clusters Score -1700856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1700855.375000 Penalty: 4927.945312
	Iteration 47Q: 3 clusters Score -1700855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1700864.625000 Penalty: 4927.945312
	Iteration 48Q: 3 clusters Score -1700865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1700862.000000 Penalty: 4927.945312
	Iteration 49Q: 3 clusters Score -1700862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1700863.750000 Penalty: 4927.945312
	Iteration 50Q: 3 clusters Score -1700864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1700863.875000 Penalty: 4927.945312
	Iteration 51Q: 3 clusters Score -1700864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1700864.375000 Penalty: 4927.945312
	Iteration 52Q: 3 clusters Score -1700864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1700860.000000 Penalty: 4927.945312
	Iteration 53Q: 3 clusters Score -1700860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1700862.250000 Penalty: 4927.945312
	Iteration 54Q: 3 clusters Score -1700862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1700863.125000 Penalty: 4927.945312
	Iteration 55Q: 3 clusters Score -1700863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1700862.625000 Penalty: 4927.945312
	Iteration 56Q: 3 clusters Score -1700863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1700863.125000 Penalty: 4927.945312
	Iteration 57Q: 3 clusters Score -1700863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1700863.125000 Penalty: 4927.945312
	Iteration 58F: 3 clusters Score -1700863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -475612.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -475612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -470041.375000 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -470041.4 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -471820.531250 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -471820.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -472256.656250 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -472256.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -472670.687500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -472670.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -473176.593750 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -473176.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -473755.718750 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -473755.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -474238.593750 Penalty: 4376.748047
	Iteration 6F: 3 clusters Score -474238.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -474596.937500 Penalty: 4376.748047
	Iteration 7F: 3 clusters Score -474596.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -474847.906250 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -474847.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -474966.312500 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -474966.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -475039.250000 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -475039.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -475082.125000 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -475082.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -475112.000000 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -475112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -475136.500000 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -475136.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -475153.375000 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -475153.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -475165.781250 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -475165.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -475181.812500 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -475181.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -475204.906250 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -475204.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -475223.875000 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -475223.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -475237.656250 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -475237.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -475249.375000 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -475249.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -475257.718750 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -475257.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -475261.562500 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -475261.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -475264.437500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -475264.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -475267.687500 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -475267.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -475269.812500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -475269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -475272.593750 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -475272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -475273.062500 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -475273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -475275.937500 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -475275.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -475279.937500 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -475279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -475280.531250 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -475280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -475280.281250 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -475280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -475282.500000 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -475282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -475282.531250 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -475282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -475283.093750 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -475283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -475283.500000 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -475283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -475283.500000 Penalty: 4376.748047
	Iteration 36F: 3 clusters Score -475283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (60762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Entering Unmasked Estep 
Score: -4999276.000000 Penalty: 2731.650635
	Iteration 0F: 2 clusters Score -4999276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4958462.000000 Penalty: 5463.301270
	Iteration 0F: 3 clusters Score -4958462 nChanged 28188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4974096.500000 Penalty: 5463.301270
	Iteration 1F: 3 clusters Score -4974096 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4974817.000000 Penalty: 5463.301270
	Iteration 2Q: 3 clusters Score -4974817 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4975754.500000 Penalty: 5463.301270
	Iteration 3Q: 3 clusters Score -4975754 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4977034.000000 Penalty: 5463.301270
	Iteration 4Q: 3 clusters Score -4977034 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4979117.000000 Penalty: 5463.301270
	Iteration 5F: 3 clusters Score -4979117 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4982287.500000 Penalty: 5463.301270
	Iteration 6F: 3 clusters Score -4982288 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4986868.000000 Penalty: 5463.301270
	Iteration 7F: 3 clusters Score -4986868 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4992555.000000 Penalty: 5463.301270
	Iteration 8F: 3 clusters Score -4992555 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4997354.000000 Penalty: 5463.301270
	Iteration 9F: 3 clusters Score -4997354 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -5000307.000000 Penalty: 5463.301270
	Iteration 10F: 3 clusters Score -5000307 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -5001731.000000 Penalty: 5463.301270
	Iteration 11Q: 3 clusters Score -5001731 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5002379.000000 Penalty: 5463.301270
	Iteration 12Q: 3 clusters Score -5002379 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5002706.500000 Penalty: 5463.301270
	Iteration 13Q: 3 clusters Score -5002706 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -5002876.500000 Penalty: 5463.301270
	Iteration 14Q: 3 clusters Score -5002876 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5002956.000000 Penalty: 5463.301270
	Iteration 15Q: 3 clusters Score -5002956 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5003008.000000 Penalty: 5463.301270
	Iteration 16Q: 3 clusters Score -5003008 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5003057.000000 Penalty: 5463.301270
	Iteration 17Q: 3 clusters Score -5003057 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5003083.500000 Penalty: 5463.301270
	Iteration 18Q: 3 clusters Score -5003084 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5003096.000000 Penalty: 5463.301270
	Iteration 19Q: 3 clusters Score -5003096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5003103.000000 Penalty: 5463.301270
	Iteration 20F: 3 clusters Score -5003103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5003123.000000 Penalty: 5463.301270
	Iteration 21Q: 3 clusters Score -5003123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5003128.000000 Penalty: 5463.301270
	Iteration 22Q: 3 clusters Score -5003128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5003119.000000 Penalty: 5463.301270
	Iteration 23Q: 3 clusters Score -5003119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5003117.000000 Penalty: 5463.301270
	Iteration 24Q: 3 clusters Score -5003117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -5003116.000000 Penalty: 5463.301270
	Iteration 25Q: 3 clusters Score -5003116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -5003118.000000 Penalty: 5463.301270
	Iteration 26Q: 3 clusters Score -5003118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -5003110.000000 Penalty: 5463.301270
	Iteration 27Q: 3 clusters Score -5003110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5003109.000000 Penalty: 5463.301270
	Iteration 28Q: 3 clusters Score -5003109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5003108.500000 Penalty: 5463.301270
	Iteration 29Q: 3 clusters Score -5003108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5003115.500000 Penalty: 5463.301270
	Iteration 30Q: 3 clusters Score -5003116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -5003110.500000 Penalty: 5463.301270
	Iteration 31Q: 3 clusters Score -5003110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -5003111.000000 Penalty: 5463.301270
	Iteration 32Q: 3 clusters Score -5003111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5003110.500000 Penalty: 5463.301270
	Iteration 33Q: 3 clusters Score -5003110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5003114.500000 Penalty: 5463.301270
	Iteration 34Q: 3 clusters Score -5003114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5003109.000000 Penalty: 5463.301270
	Iteration 35Q: 3 clusters Score -5003109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -5003107.000000 Penalty: 5463.301270
	Iteration 36Q: 3 clusters Score -5003107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5003101.500000 Penalty: 5463.301270
	Iteration 37Q: 3 clusters Score -5003102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -5003102.000000 Penalty: 5463.301270
	Iteration 38Q: 3 clusters Score -5003102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5003103.500000 Penalty: 5463.301270
	Iteration 39Q: 3 clusters Score -5003104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5003101.000000 Penalty: 5463.301270
	Iteration 40F: 3 clusters Score -5003101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5003104.500000 Penalty: 5463.301270
	Iteration 41Q: 3 clusters Score -5003104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5003102.500000 Penalty: 5463.301270
	Iteration 42Q: 3 clusters Score -5003102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5003108.500000 Penalty: 5463.301270
	Iteration 43Q: 3 clusters Score -5003108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5003103.500000 Penalty: 5463.301270
	Iteration 44Q: 3 clusters Score -5003104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5003103.500000 Penalty: 5463.301270
	Iteration 45F: 3 clusters Score -5003104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23153 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1971 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 37609 members 
Entering Unmasked Estep 
Score: -51163148.000000 Penalty: 169439.390625
Splitting cluster 35 changes total score from -51159692.000000 to -51163148.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 36 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -1272133.500000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -1272134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1260947.125000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -1260947 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1264419.375000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -1264419 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1264743.125000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -1264743 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1265014.375000 Penalty: 4786.822266
	Iteration 3Q: 3 clusters Score -1265014 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1265268.625000 Penalty: 4786.822266
	Iteration 4Q: 3 clusters Score -1265269 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1265562.250000 Penalty: 4786.822266
	Iteration 5Q: 3 clusters Score -1265562 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1265865.000000 Penalty: 4786.822266
	Iteration 6Q: 3 clusters Score -1265865 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1266223.625000 Penalty: 4786.822266
	Iteration 7Q: 3 clusters Score -1266224 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1266698.750000 Penalty: 4786.822266
	Iteration 8F: 3 clusters Score -1266699 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1267155.500000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -1267156 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1267641.750000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -1267642 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1268054.375000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -1268054 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1268363.875000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -1268364 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1268609.875000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -1268610 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1268815.625000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -1268816 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1268986.125000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -1268986 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1269139.750000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -1269140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1269267.125000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -1269267 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1269378.625000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -1269379 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1269486.250000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -1269486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1269588.000000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -1269588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1269664.125000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -1269664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1269733.250000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -1269733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1269783.750000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -1269784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1269822.500000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -1269822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1269860.875000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -1269861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1269894.250000 Penalty: 4786.822266
	Iteration 26Q: 3 clusters Score -1269894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1269933.250000 Penalty: 4786.822266
	Iteration 27Q: 3 clusters Score -1269933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1269957.625000 Penalty: 4786.822266
	Iteration 28Q: 3 clusters Score -1269958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1269983.375000 Penalty: 4786.822266
	Iteration 29Q: 3 clusters Score -1269983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1269998.375000 Penalty: 4786.822266
	Iteration 30Q: 3 clusters Score -1269998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1270011.500000 Penalty: 4786.822266
	Iteration 31Q: 3 clusters Score -1270012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1270024.750000 Penalty: 4786.822266
	Iteration 32Q: 3 clusters Score -1270025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1270035.250000 Penalty: 4786.822266
	Iteration 33Q: 3 clusters Score -1270035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1270042.000000 Penalty: 4786.822266
	Iteration 34Q: 3 clusters Score -1270042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1270045.500000 Penalty: 4786.822266
	Iteration 35Q: 3 clusters Score -1270046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1270049.250000 Penalty: 4786.822266
	Iteration 36Q: 3 clusters Score -1270049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1270052.375000 Penalty: 4786.822266
	Iteration 37Q: 3 clusters Score -1270052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1270053.875000 Penalty: 4786.822266
	Iteration 38Q: 3 clusters Score -1270054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1270058.875000 Penalty: 4786.822266
	Iteration 39Q: 3 clusters Score -1270059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1270060.125000 Penalty: 4786.822266
	Iteration 40F: 3 clusters Score -1270060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1270061.750000 Penalty: 4786.822266
	Iteration 41Q: 3 clusters Score -1270062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1270061.250000 Penalty: 4786.822266
	Iteration 42Q: 3 clusters Score -1270061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1270065.375000 Penalty: 4786.822266
	Iteration 43Q: 3 clusters Score -1270065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1270067.125000 Penalty: 4786.822266
	Iteration 44Q: 3 clusters Score -1270067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1270068.125000 Penalty: 4786.822266
	Iteration 45Q: 3 clusters Score -1270068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1270070.375000 Penalty: 4786.822266
	Iteration 46Q: 3 clusters Score -1270070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1270071.750000 Penalty: 4786.822266
	Iteration 47Q: 3 clusters Score -1270072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1270074.500000 Penalty: 4786.822266
	Iteration 48Q: 3 clusters Score -1270074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1270075.000000 Penalty: 4786.822266
	Iteration 49Q: 3 clusters Score -1270075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1270075.000000 Penalty: 4786.822266
	Iteration 50F: 3 clusters Score -1270075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -196956.921875 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -196956.9 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 1397 members 
Entering Unmasked Estep 
Score: -193884.750000 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -193884.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -194631.703125 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -194631.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -194964.750000 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -194964.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -195257.421875 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -195257.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -195447.718750 Penalty: 3935.163330
	Iteration 4F: 3 clusters Score -195447.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -195574.859375 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -195574.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195668.312500 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -195668.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -195734.109375 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -195734.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -195790.093750 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -195790.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -195832.406250 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -195832.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -195876.250000 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -195876.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -195914.812500 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -195914.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -195948.375000 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -195948.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -195980.250000 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -195980.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -196018.312500 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -196018.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -196050.703125 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -196050.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -196083.609375 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -196083.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -196120.312500 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -196120.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -196155.000000 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -196155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -196188.640625 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -196188.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -196222.015625 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -196222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -196253.953125 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -196254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -196285.359375 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -196285.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -196312.328125 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -196312.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -196336.046875 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -196336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -196362.125000 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -196362.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -196388.593750 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -196388.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -196410.828125 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -196410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -196439.062500 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -196439.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -196468.546875 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -196468.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -196501.984375 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -196502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -196558.718750 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -196558.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -196620.593750 Penalty: 3935.163330
	Iteration 32Q: 3 clusters Score -196620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -196664.125000 Penalty: 3935.163330
	Iteration 33Q: 3 clusters Score -196664.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -196692.015625 Penalty: 3935.163330
	Iteration 34Q: 3 clusters Score -196692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -196710.328125 Penalty: 3935.163330
	Iteration 35Q: 3 clusters Score -196710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -196722.031250 Penalty: 3935.163330
	Iteration 36Q: 3 clusters Score -196722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -196735.265625 Penalty: 3935.163330
	Iteration 37Q: 3 clusters Score -196735.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -196750.375000 Penalty: 3935.163330
	Iteration 38Q: 3 clusters Score -196750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -196756.921875 Penalty: 3935.163330
	Iteration 39Q: 3 clusters Score -196756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -196762.281250 Penalty: 3935.163330
	Iteration 40F: 3 clusters Score -196762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -196763.500000 Penalty: 3935.163330
	Iteration 41Q: 3 clusters Score -196763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -196763.500000 Penalty: 3935.163330
	Iteration 42F: 3 clusters Score -196763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Entering Unmasked Estep 
Score: -791012.625000 Penalty: 2273.937256
	Iteration 0F: 2 clusters Score -791012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -783639.812500 Penalty: 4547.874512
	Iteration 0F: 3 clusters Score -783639.8 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -785714.062500 Penalty: 4547.874512
	Iteration 1F: 3 clusters Score -785714.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -786040.500000 Penalty: 4547.874512
	Iteration 2F: 3 clusters Score -786040.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -786342.250000 Penalty: 4547.874512
	Iteration 3F: 3 clusters Score -786342.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -786631.000000 Penalty: 4547.874512
	Iteration 4Q: 3 clusters Score -786631 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -786953.250000 Penalty: 4547.874512
	Iteration 5Q: 3 clusters Score -786953.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -787332.562500 Penalty: 4547.874512
	Iteration 6Q: 3 clusters Score -787332.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -787696.562500 Penalty: 4547.874512
	Iteration 7F: 3 clusters Score -787696.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -787998.875000 Penalty: 4547.874512
	Iteration 8Q: 3 clusters Score -787998.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -788225.750000 Penalty: 4547.874512
	Iteration 9Q: 3 clusters Score -788225.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -788419.250000 Penalty: 4547.874512
	Iteration 10Q: 3 clusters Score -788419.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -788564.250000 Penalty: 4547.874512
	Iteration 11Q: 3 clusters Score -788564.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -788700.437500 Penalty: 4547.874512
	Iteration 12Q: 3 clusters Score -788700.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -788842.062500 Penalty: 4547.874512
	Iteration 13Q: 3 clusters Score -788842.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -789006.437500 Penalty: 4547.874512
	Iteration 14Q: 3 clusters Score -789006.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -789170.437500 Penalty: 4547.874512
	Iteration 15Q: 3 clusters Score -789170.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -789346.000000 Penalty: 4547.874512
	Iteration 16Q: 3 clusters Score -789346 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -789511.750000 Penalty: 4547.874512
	Iteration 17Q: 3 clusters Score -789511.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -789681.437500 Penalty: 4547.874512
	Iteration 18Q: 3 clusters Score -789681.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -789847.562500 Penalty: 4547.874512
	Iteration 19Q: 3 clusters Score -789847.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -789973.937500 Penalty: 4547.874512
	Iteration 20F: 3 clusters Score -789973.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -790078.750000 Penalty: 4547.874512
	Iteration 21Q: 3 clusters Score -790078.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -790160.125000 Penalty: 4547.874512
	Iteration 22Q: 3 clusters Score -790160.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -790225.750000 Penalty: 4547.874512
	Iteration 23Q: 3 clusters Score -790225.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -790273.937500 Penalty: 4547.874512
	Iteration 24Q: 3 clusters Score -790273.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -790307.250000 Penalty: 4547.874512
	Iteration 25Q: 3 clusters Score -790307.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -790333.312500 Penalty: 4547.874512
	Iteration 26Q: 3 clusters Score -790333.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -790353.312500 Penalty: 4547.874512
	Iteration 27Q: 3 clusters Score -790353.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -790372.375000 Penalty: 4547.874512
	Iteration 28Q: 3 clusters Score -790372.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -790385.500000 Penalty: 4547.874512
	Iteration 29Q: 3 clusters Score -790385.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -790405.625000 Penalty: 4547.874512
	Iteration 30Q: 3 clusters Score -790405.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -790429.062500 Penalty: 4547.874512
	Iteration 31Q: 3 clusters Score -790429.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -790445.000000 Penalty: 4547.874512
	Iteration 32Q: 3 clusters Score -790445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -790457.937500 Penalty: 4547.874512
	Iteration 33Q: 3 clusters Score -790457.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -790471.125000 Penalty: 4547.874512
	Iteration 34Q: 3 clusters Score -790471.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -790498.562500 Penalty: 4547.874512
	Iteration 35Q: 3 clusters Score -790498.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -790521.750000 Penalty: 4547.874512
	Iteration 36Q: 3 clusters Score -790521.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -790553.312500 Penalty: 4547.874512
	Iteration 37Q: 3 clusters Score -790553.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -790587.562500 Penalty: 4547.874512
	Iteration 38Q: 3 clusters Score -790587.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -790613.500000 Penalty: 4547.874512
	Iteration 39Q: 3 clusters Score -790613.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -790633.812500 Penalty: 4547.874512
	Iteration 40F: 3 clusters Score -790633.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -790650.562500 Penalty: 4547.874512
	Iteration 41Q: 3 clusters Score -790650.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -790665.875000 Penalty: 4547.874512
	Iteration 42Q: 3 clusters Score -790665.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -790678.625000 Penalty: 4547.874512
	Iteration 43Q: 3 clusters Score -790678.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -790684.000000 Penalty: 4547.874512
	Iteration 44Q: 3 clusters Score -790684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -790690.312500 Penalty: 4547.874512
	Iteration 45Q: 3 clusters Score -790690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -790692.125000 Penalty: 4547.874512
	Iteration 46Q: 3 clusters Score -790692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -790693.812500 Penalty: 4547.874512
	Iteration 47Q: 3 clusters Score -790693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -790692.875000 Penalty: 4547.874512
	Iteration 48Q: 3 clusters Score -790692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -790696.625000 Penalty: 4547.874512
	Iteration 49Q: 3 clusters Score -790696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -790697.562500 Penalty: 4547.874512
	Iteration 50Q: 3 clusters Score -790697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -790698.375000 Penalty: 4547.874512
	Iteration 51Q: 3 clusters Score -790698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -790698.375000 Penalty: 4547.874512
	Iteration 52F: 3 clusters Score -790698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -155059.421875 Penalty: 1881.401367
	Iteration 0F: 2 clusters Score -155059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -152502.890625 Penalty: 3762.802734
	Iteration 0F: 3 clusters Score -152502.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -152937.421875 Penalty: 3762.802734
	Iteration 1F: 3 clusters Score -152937.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153095.718750 Penalty: 3762.802734
	Iteration 2F: 3 clusters Score -153095.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -153243.171875 Penalty: 3762.802734
	Iteration 3Q: 3 clusters Score -153243.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153569.750000 Penalty: 3762.802734
	Iteration 4Q: 3 clusters Score -153569.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -154094.421875 Penalty: 3762.802734
	Iteration 5F: 3 clusters Score -154094.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -154418.906250 Penalty: 3762.802734
	Iteration 6F: 3 clusters Score -154418.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154724.859375 Penalty: 3762.802734
	Iteration 7F: 3 clusters Score -154724.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -154948.640625 Penalty: 3762.802734
	Iteration 8F: 3 clusters Score -154948.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -155091.421875 Penalty: 3762.802734
	Iteration 9Q: 3 clusters Score -155091.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -155143.984375 Penalty: 3762.802734
	Iteration 10Q: 3 clusters Score -155144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -155165.421875 Penalty: 3762.802734
	Iteration 11Q: 3 clusters Score -155165.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -155175.093750 Penalty: 3762.802734
	Iteration 12Q: 3 clusters Score -155175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -155179.859375 Penalty: 3762.802734
	Iteration 13Q: 3 clusters Score -155179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -155180.640625 Penalty: 3762.802734
	Iteration 14Q: 3 clusters Score -155180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -155180.640625 Penalty: 3762.802734
	Iteration 15F: 3 clusters Score -155180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23153 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 37609 members 
Mstep: Class 52 contains 358 members 
Entering Unmasked Estep 
Score: -51161912.000000 Penalty: 172761.734375
Splitting cluster 39 changes total score from -51159692.000000 to -51161912.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 40 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1037571.875000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1037572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1028371.250000 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -1028371 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1031170.437500 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -1031170 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1031544.375000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -1031544 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1031863.375000 Penalty: 4676.581543
	Iteration 3F: 3 clusters Score -1031863 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1032173.437500 Penalty: 4676.581543
	Iteration 4Q: 3 clusters Score -1032173 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1032486.375000 Penalty: 4676.581543
	Iteration 5Q: 3 clusters Score -1032486 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1032777.500000 Penalty: 4676.581543
	Iteration 6Q: 3 clusters Score -1032778 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1033051.812500 Penalty: 4676.581543
	Iteration 7Q: 3 clusters Score -1033052 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1033273.687500 Penalty: 4676.581543
	Iteration 8Q: 3 clusters Score -1033274 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1033455.000000 Penalty: 4676.581543
	Iteration 9Q: 3 clusters Score -1033455 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1033615.875000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1033616 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1033766.062500 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1033766 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1033886.625000 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1033887 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1034006.187500 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1034006 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1034117.875000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1034118 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1034232.437500 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1034232 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1034359.625000 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1034360 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1034488.562500 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1034489 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1034634.062500 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1034634 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1034797.437500 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1034797 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1035027.312500 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1035027 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1035253.312500 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1035253 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1035411.625000 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1035412 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1035552.687500 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1035553 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1035660.375000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1035660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1035740.500000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1035740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1035802.375000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1035802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1035844.250000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1035844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1035876.812500 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1035877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1035905.812500 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1035906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1035941.625000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1035942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1035966.500000 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1035966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1035982.312500 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1035982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1035997.375000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1035997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1036001.687500 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1036002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1036006.500000 Penalty: 4676.581543
	Iteration 35Q: 3 clusters Score -1036006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1036013.250000 Penalty: 4676.581543
	Iteration 36Q: 3 clusters Score -1036013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1036015.500000 Penalty: 4676.581543
	Iteration 37Q: 3 clusters Score -1036016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1036018.125000 Penalty: 4676.581543
	Iteration 38Q: 3 clusters Score -1036018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1036019.312500 Penalty: 4676.581543
	Iteration 39Q: 3 clusters Score -1036019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1036023.750000 Penalty: 4676.581543
	Iteration 40F: 3 clusters Score -1036024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1036028.375000 Penalty: 4676.581543
	Iteration 41Q: 3 clusters Score -1036028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1036028.125000 Penalty: 4676.581543
	Iteration 42Q: 3 clusters Score -1036028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1036032.375000 Penalty: 4676.581543
	Iteration 43Q: 3 clusters Score -1036032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1036032.687500 Penalty: 4676.581543
	Iteration 44Q: 3 clusters Score -1036033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1036032.750000 Penalty: 4676.581543
	Iteration 45Q: 3 clusters Score -1036033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1036032.312500 Penalty: 4676.581543
	Iteration 46Q: 3 clusters Score -1036032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1036033.375000 Penalty: 4676.581543
	Iteration 47Q: 3 clusters Score -1036033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1036036.625000 Penalty: 4676.581543
	Iteration 48Q: 3 clusters Score -1036037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1036035.500000 Penalty: 4676.581543
	Iteration 49Q: 3 clusters Score -1036036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1036037.562500 Penalty: 4676.581543
	Iteration 50Q: 3 clusters Score -1036038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1036039.250000 Penalty: 4676.581543
	Iteration 51Q: 3 clusters Score -1036039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1036039.250000 Penalty: 4676.581543
	Iteration 52F: 3 clusters Score -1036039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -1766839.000000 Penalty: 2477.709961
	Iteration 0F: 2 clusters Score -1766839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1751504.625000 Penalty: 4955.419922
	Iteration 0F: 3 clusters Score -1751505 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1756735.125000 Penalty: 4955.419922
	Iteration 1F: 3 clusters Score -1756735 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1757069.125000 Penalty: 4955.419922
	Iteration 2F: 3 clusters Score -1757069 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1757333.375000 Penalty: 4955.419922
	Iteration 3Q: 3 clusters Score -1757333 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1757544.250000 Penalty: 4955.419922
	Iteration 4Q: 3 clusters Score -1757544 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1757708.625000 Penalty: 4955.419922
	Iteration 5Q: 3 clusters Score -1757709 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1757839.125000 Penalty: 4955.419922
	Iteration 6Q: 3 clusters Score -1757839 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1757957.375000 Penalty: 4955.419922
	Iteration 7Q: 3 clusters Score -1757957 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1758087.000000 Penalty: 4955.419922
	Iteration 8Q: 3 clusters Score -1758087 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1758277.375000 Penalty: 4955.419922
	Iteration 9Q: 3 clusters Score -1758277 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1758480.750000 Penalty: 4955.419922
	Iteration 10Q: 3 clusters Score -1758481 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1758724.125000 Penalty: 4955.419922
	Iteration 11Q: 3 clusters Score -1758724 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1759066.875000 Penalty: 4955.419922
	Iteration 12Q: 3 clusters Score -1759067 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1759509.250000 Penalty: 4955.419922
	Iteration 13Q: 3 clusters Score -1759509 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1760082.500000 Penalty: 4955.419922
	Iteration 14Q: 3 clusters Score -1760082 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1760816.750000 Penalty: 4955.419922
	Iteration 15F: 3 clusters Score -1760817 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1761640.500000 Penalty: 4955.419922
	Iteration 16F: 3 clusters Score -1761640 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1762396.625000 Penalty: 4955.419922
	Iteration 17Q: 3 clusters Score -1762397 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1763040.500000 Penalty: 4955.419922
	Iteration 18Q: 3 clusters Score -1763040 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1763573.875000 Penalty: 4955.419922
	Iteration 19Q: 3 clusters Score -1763574 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1763939.125000 Penalty: 4955.419922
	Iteration 20F: 3 clusters Score -1763939 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1764184.500000 Penalty: 4955.419922
	Iteration 21Q: 3 clusters Score -1764184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1764345.750000 Penalty: 4955.419922
	Iteration 22Q: 3 clusters Score -1764346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1764455.375000 Penalty: 4955.419922
	Iteration 23Q: 3 clusters Score -1764455 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1764530.750000 Penalty: 4955.419922
	Iteration 24Q: 3 clusters Score -1764531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -1764579.375000 Penalty: 4955.419922
	Iteration 25Q: 3 clusters Score -1764579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1764624.250000 Penalty: 4955.419922
	Iteration 26Q: 3 clusters Score -1764624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1764663.125000 Penalty: 4955.419922
	Iteration 27Q: 3 clusters Score -1764663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -1764681.500000 Penalty: 4955.419922
	Iteration 28Q: 3 clusters Score -1764682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1764688.000000 Penalty: 4955.419922
	Iteration 29Q: 3 clusters Score -1764688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -1764694.250000 Penalty: 4955.419922
	Iteration 30Q: 3 clusters Score -1764694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1764698.000000 Penalty: 4955.419922
	Iteration 31Q: 3 clusters Score -1764698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -1764703.250000 Penalty: 4955.419922
	Iteration 32Q: 3 clusters Score -1764703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1764708.000000 Penalty: 4955.419922
	Iteration 33Q: 3 clusters Score -1764708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -1764713.250000 Penalty: 4955.419922
	Iteration 34Q: 3 clusters Score -1764713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -1764714.000000 Penalty: 4955.419922
	Iteration 35Q: 3 clusters Score -1764714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1764715.125000 Penalty: 4955.419922
	Iteration 36Q: 3 clusters Score -1764715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1764715.125000 Penalty: 4955.419922
	Iteration 37F: 3 clusters Score -1764715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Entering Unmasked Estep 
Score: -945369.750000 Penalty: 2350.030762
	Iteration 0F: 2 clusters Score -945369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -935791.625000 Penalty: 4700.061523
	Iteration 0F: 3 clusters Score -935791.6 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -938885.812500 Penalty: 4700.061523
	Iteration 1F: 3 clusters Score -938885.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -939537.250000 Penalty: 4700.061523
	Iteration 2F: 3 clusters Score -939537.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -940217.125000 Penalty: 4700.061523
	Iteration 3F: 3 clusters Score -940217.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -940836.625000 Penalty: 4700.061523
	Iteration 4F: 3 clusters Score -940836.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -941340.375000 Penalty: 4700.061523
	Iteration 5F: 3 clusters Score -941340.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -941704.812500 Penalty: 4700.061523
	Iteration 6Q: 3 clusters Score -941704.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -941971.937500 Penalty: 4700.061523
	Iteration 7Q: 3 clusters Score -941971.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -942184.625000 Penalty: 4700.061523
	Iteration 8Q: 3 clusters Score -942184.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -942368.000000 Penalty: 4700.061523
	Iteration 9Q: 3 clusters Score -942368 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -942528.125000 Penalty: 4700.061523
	Iteration 10Q: 3 clusters Score -942528.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -942668.625000 Penalty: 4700.061523
	Iteration 11Q: 3 clusters Score -942668.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -942818.750000 Penalty: 4700.061523
	Iteration 12Q: 3 clusters Score -942818.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -942954.687500 Penalty: 4700.061523
	Iteration 13Q: 3 clusters Score -942954.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -943079.875000 Penalty: 4700.061523
	Iteration 14Q: 3 clusters Score -943079.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -943219.375000 Penalty: 4700.061523
	Iteration 15Q: 3 clusters Score -943219.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -943353.625000 Penalty: 4700.061523
	Iteration 16Q: 3 clusters Score -943353.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -943470.187500 Penalty: 4700.061523
	Iteration 17Q: 3 clusters Score -943470.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -943564.625000 Penalty: 4700.061523
	Iteration 18Q: 3 clusters Score -943564.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -943657.187500 Penalty: 4700.061523
	Iteration 19Q: 3 clusters Score -943657.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -943731.437500 Penalty: 4700.061523
	Iteration 20F: 3 clusters Score -943731.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -943784.937500 Penalty: 4700.061523
	Iteration 21Q: 3 clusters Score -943784.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -943835.125000 Penalty: 4700.061523
	Iteration 22Q: 3 clusters Score -943835.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -943879.750000 Penalty: 4700.061523
	Iteration 23Q: 3 clusters Score -943879.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -943907.125000 Penalty: 4700.061523
	Iteration 24Q: 3 clusters Score -943907.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -943924.000000 Penalty: 4700.061523
	Iteration 25Q: 3 clusters Score -943924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -943945.875000 Penalty: 4700.061523
	Iteration 26Q: 3 clusters Score -943945.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -943957.437500 Penalty: 4700.061523
	Iteration 27Q: 3 clusters Score -943957.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -943971.562500 Penalty: 4700.061523
	Iteration 28Q: 3 clusters Score -943971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -943988.125000 Penalty: 4700.061523
	Iteration 29Q: 3 clusters Score -943988.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -943998.562500 Penalty: 4700.061523
	Iteration 30Q: 3 clusters Score -943998.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -944011.187500 Penalty: 4700.061523
	Iteration 31Q: 3 clusters Score -944011.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -944015.125000 Penalty: 4700.061523
	Iteration 32Q: 3 clusters Score -944015.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -944022.187500 Penalty: 4700.061523
	Iteration 33Q: 3 clusters Score -944022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -944027.375000 Penalty: 4700.061523
	Iteration 34Q: 3 clusters Score -944027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -944028.687500 Penalty: 4700.061523
	Iteration 35Q: 3 clusters Score -944028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -944028.625000 Penalty: 4700.061523
	Iteration 36Q: 3 clusters Score -944028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -944032.125000 Penalty: 4700.061523
	Iteration 37Q: 3 clusters Score -944032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -944033.625000 Penalty: 4700.061523
	Iteration 38Q: 3 clusters Score -944033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -944034.562500 Penalty: 4700.061523
	Iteration 39Q: 3 clusters Score -944034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -944037.125000 Penalty: 4700.061523
	Iteration 40F: 3 clusters Score -944037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -944038.687500 Penalty: 4700.061523
	Iteration 41Q: 3 clusters Score -944038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -944040.437500 Penalty: 4700.061523
	Iteration 42Q: 3 clusters Score -944040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -944041.375000 Penalty: 4700.061523
	Iteration 43Q: 3 clusters Score -944041.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -944041.375000 Penalty: 4700.061523
	Iteration 44F: 3 clusters Score -944041.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -627813.562500 Penalty: 2220.502686
	Iteration 0F: 2 clusters Score -627813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -621529.062500 Penalty: 4441.005371
	Iteration 0F: 3 clusters Score -621529.1 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -623348.125000 Penalty: 4441.005371
	Iteration 1F: 3 clusters Score -623348.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -623766.750000 Penalty: 4441.005371
	Iteration 2F: 3 clusters Score -623766.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -624162.312500 Penalty: 4441.005371
	Iteration 3F: 3 clusters Score -624162.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -624479.625000 Penalty: 4441.005371
	Iteration 4F: 3 clusters Score -624479.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -624745.062500 Penalty: 4441.005371
	Iteration 5F: 3 clusters Score -624745.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -624978.375000 Penalty: 4441.005371
	Iteration 6Q: 3 clusters Score -624978.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -625202.750000 Penalty: 4441.005371
	Iteration 7Q: 3 clusters Score -625202.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -625434.250000 Penalty: 4441.005371
	Iteration 8Q: 3 clusters Score -625434.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -625699.500000 Penalty: 4441.005371
	Iteration 9Q: 3 clusters Score -625699.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -626045.750000 Penalty: 4441.005371
	Iteration 10Q: 3 clusters Score -626045.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -626380.812500 Penalty: 4441.005371
	Iteration 11Q: 3 clusters Score -626380.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -626620.937500 Penalty: 4441.005371
	Iteration 12Q: 3 clusters Score -626620.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -626742.375000 Penalty: 4441.005371
	Iteration 13Q: 3 clusters Score -626742.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -626806.437500 Penalty: 4441.005371
	Iteration 14Q: 3 clusters Score -626806.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -626843.312500 Penalty: 4441.005371
	Iteration 15Q: 3 clusters Score -626843.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -626855.375000 Penalty: 4441.005371
	Iteration 16Q: 3 clusters Score -626855.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -626862.625000 Penalty: 4441.005371
	Iteration 17Q: 3 clusters Score -626862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -626865.312500 Penalty: 4441.005371
	Iteration 18Q: 3 clusters Score -626865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -626867.062500 Penalty: 4441.005371
	Iteration 19Q: 3 clusters Score -626867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -626868.312500 Penalty: 4441.005371
	Iteration 20F: 3 clusters Score -626868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -626867.250000 Penalty: 4441.005371
	Iteration 21Q: 3 clusters Score -626867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -626867.250000 Penalty: 4441.005371
	Iteration 22F: 3 clusters Score -626867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -67556.460938 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -67556.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65577.328125 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -65577.33 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66005.617188 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -66005.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -66169.039062 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -66169.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -66278.593750 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -66278.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66374.906250 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -66374.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -66431.312500 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -66431.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -66480.804688 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -66480.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -66514.210938 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -66514.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -66536.085938 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -66536.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -66556.429688 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -66556.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66578.234375 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -66578.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -66589.218750 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -66589.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66604.515625 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -66604.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66618.640625 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -66618.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -66635.023438 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -66635.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -66647.234375 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -66647.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66655.671875 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -66655.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66662.671875 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -66662.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66665.593750 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -66665.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66667.101562 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -66667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66667.101562 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -66667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -140060.187500 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -140060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -137594.421875 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -137594.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138045.453125 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -138045.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -138221.796875 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -138221.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -138328.109375 Penalty: 3721.084473
	Iteration 3F: 3 clusters Score -138328.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -138379.156250 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -138379.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -138428.609375 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -138428.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138467.609375 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -138467.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -138508.453125 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -138508.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -138536.156250 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -138536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -138565.546875 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -138565.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -138582.890625 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -138582.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -138594.640625 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -138594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -138604.468750 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -138604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -138611.046875 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -138611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -138616.781250 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -138616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -138623.296875 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -138623.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -138631.218750 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -138631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -138638.593750 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -138638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -138648.750000 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -138648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -138662.734375 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -138662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -138679.234375 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -138679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -138695.812500 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -138695.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -138718.328125 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -138718.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -138740.156250 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -138740.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -138757.328125 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -138757.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -138772.671875 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -138772.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -138785.687500 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -138785.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -138793.640625 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -138793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -138798.015625 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -138798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -138799.796875 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -138799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -138800.281250 Penalty: 3721.084473
	Iteration 30Q: 3 clusters Score -138800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -138802.921875 Penalty: 3721.084473
	Iteration 31Q: 3 clusters Score -138802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -138804.515625 Penalty: 3721.084473
	Iteration 32Q: 3 clusters Score -138804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -138807.953125 Penalty: 3721.084473
	Iteration 33Q: 3 clusters Score -138808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -138808.734375 Penalty: 3721.084473
	Iteration 34Q: 3 clusters Score -138808.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -138808.734375 Penalty: 3721.084473
	Iteration 35F: 3 clusters Score -138808.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -84112.593750 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -84112.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -82157.398438 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -82157.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82439.062500 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -82439.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82532.218750 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -82532.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82583.070312 Penalty: 3459.805176
	Iteration 3Q: 3 clusters Score -82583.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82609.148438 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -82609.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82640.187500 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -82640.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82668.671875 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -82668.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82693.796875 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -82693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82718.945312 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -82718.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82739.570312 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -82739.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82769.468750 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -82769.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82840.210938 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -82840.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83013.789062 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -83013.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83200.296875 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -83200.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83250.648438 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -83250.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83287.687500 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -83287.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -83319.421875 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -83319.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -83348.226562 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -83348.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -83396.140625 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -83396.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83459.820312 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -83459.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -83523.210938 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -83523.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -83605.125000 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -83605.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -83628.460938 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -83628.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -83642.890625 Penalty: 3459.805176
	Iteration 23Q: 3 clusters Score -83642.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -83650.460938 Penalty: 3459.805176
	Iteration 24Q: 3 clusters Score -83650.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -83659.375000 Penalty: 3459.805176
	Iteration 25Q: 3 clusters Score -83659.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83661.906250 Penalty: 3459.805176
	Iteration 26Q: 3 clusters Score -83661.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83661.906250 Penalty: 3459.805176
	Iteration 27F: 3 clusters Score -83661.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -464648.656250 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -464648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -459659.875000 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -459659.9 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -460907.468750 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -460907.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -461249.625000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -461249.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -461531.781250 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -461531.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -461832.062500 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -461832.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -462191.968750 Penalty: 4289.082520
	Iteration 5F: 3 clusters Score -462192 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -462604.093750 Penalty: 4289.082520
	Iteration 6F: 3 clusters Score -462604.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -463044.468750 Penalty: 4289.082520
	Iteration 7F: 3 clusters Score -463044.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -463423.687500 Penalty: 4289.082520
	Iteration 8F: 3 clusters Score -463423.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -463720.968750 Penalty: 4289.082520
	Iteration 9F: 3 clusters Score -463721 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -463937.687500 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -463937.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -464096.187500 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -464096.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -464228.218750 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -464228.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -464379.875000 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -464379.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -464525.625000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -464525.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -464703.375000 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -464703.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -464857.281250 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -464857.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -464940.031250 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -464940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -464970.062500 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -464970.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -464979.875000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -464979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -464986.750000 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -464986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -464991.000000 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -464991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -464992.500000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -464992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -464992.500000 Penalty: 4289.082520
	Iteration 23F: 3 clusters Score -464992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23153 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 4389 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 7145 members 
Mstep: Class 51 contains 37609 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 1306 members 
Entering Unmasked Estep 
Score: -51161056.000000 Penalty: 176084.062500
Splitting cluster 47 changes total score from -51159692.000000 to -51161056.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 48 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -651346.500000 Penalty: 2232.425537
	Iteration 0F: 2 clusters Score -651346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -644866.937500 Penalty: 4464.851074
	Iteration 0F: 3 clusters Score -644866.9 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -646718.375000 Penalty: 4464.851074
	Iteration 1F: 3 clusters Score -646718.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -647036.875000 Penalty: 4464.851074
	Iteration 2F: 3 clusters Score -647036.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -647308.562500 Penalty: 4464.851074
	Iteration 3F: 3 clusters Score -647308.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -647572.125000 Penalty: 4464.851074
	Iteration 4Q: 3 clusters Score -647572.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -647809.812500 Penalty: 4464.851074
	Iteration 5Q: 3 clusters Score -647809.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -648024.312500 Penalty: 4464.851074
	Iteration 6Q: 3 clusters Score -648024.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -648212.437500 Penalty: 4464.851074
	Iteration 7Q: 3 clusters Score -648212.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -648370.812500 Penalty: 4464.851074
	Iteration 8Q: 3 clusters Score -648370.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -648539.125000 Penalty: 4464.851074
	Iteration 9Q: 3 clusters Score -648539.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -648688.937500 Penalty: 4464.851074
	Iteration 10Q: 3 clusters Score -648688.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -648804.625000 Penalty: 4464.851074
	Iteration 11Q: 3 clusters Score -648804.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -648901.562500 Penalty: 4464.851074
	Iteration 12Q: 3 clusters Score -648901.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -648967.937500 Penalty: 4464.851074
	Iteration 13Q: 3 clusters Score -648967.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -649010.687500 Penalty: 4464.851074
	Iteration 14Q: 3 clusters Score -649010.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -649045.250000 Penalty: 4464.851074
	Iteration 15Q: 3 clusters Score -649045.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -649070.312500 Penalty: 4464.851074
	Iteration 16Q: 3 clusters Score -649070.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -649091.625000 Penalty: 4464.851074
	Iteration 17Q: 3 clusters Score -649091.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -649107.687500 Penalty: 4464.851074
	Iteration 18Q: 3 clusters Score -649107.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -649132.000000 Penalty: 4464.851074
	Iteration 19Q: 3 clusters Score -649132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -649150.937500 Penalty: 4464.851074
	Iteration 20F: 3 clusters Score -649150.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -649167.625000 Penalty: 4464.851074
	Iteration 21Q: 3 clusters Score -649167.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -649186.937500 Penalty: 4464.851074
	Iteration 22Q: 3 clusters Score -649186.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -649201.687500 Penalty: 4464.851074
	Iteration 23Q: 3 clusters Score -649201.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -649218.500000 Penalty: 4464.851074
	Iteration 24Q: 3 clusters Score -649218.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -649228.187500 Penalty: 4464.851074
	Iteration 25Q: 3 clusters Score -649228.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -649235.312500 Penalty: 4464.851074
	Iteration 26Q: 3 clusters Score -649235.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -649245.437500 Penalty: 4464.851074
	Iteration 27Q: 3 clusters Score -649245.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -649259.625000 Penalty: 4464.851074
	Iteration 28Q: 3 clusters Score -649259.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -649272.250000 Penalty: 4464.851074
	Iteration 29Q: 3 clusters Score -649272.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -649288.875000 Penalty: 4464.851074
	Iteration 30Q: 3 clusters Score -649288.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -649304.437500 Penalty: 4464.851074
	Iteration 31Q: 3 clusters Score -649304.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -649313.250000 Penalty: 4464.851074
	Iteration 32Q: 3 clusters Score -649313.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -649325.937500 Penalty: 4464.851074
	Iteration 33Q: 3 clusters Score -649325.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -649336.250000 Penalty: 4464.851074
	Iteration 34Q: 3 clusters Score -649336.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -649342.437500 Penalty: 4464.851074
	Iteration 35Q: 3 clusters Score -649342.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -649351.125000 Penalty: 4464.851074
	Iteration 36Q: 3 clusters Score -649351.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -649357.250000 Penalty: 4464.851074
	Iteration 37Q: 3 clusters Score -649357.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -649365.687500 Penalty: 4464.851074
	Iteration 38Q: 3 clusters Score -649365.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -649372.125000 Penalty: 4464.851074
	Iteration 39Q: 3 clusters Score -649372.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -649375.437500 Penalty: 4464.851074
	Iteration 40F: 3 clusters Score -649375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -649378.062500 Penalty: 4464.851074
	Iteration 41Q: 3 clusters Score -649378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -649382.125000 Penalty: 4464.851074
	Iteration 42Q: 3 clusters Score -649382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -649384.750000 Penalty: 4464.851074
	Iteration 43Q: 3 clusters Score -649384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -649387.000000 Penalty: 4464.851074
	Iteration 44Q: 3 clusters Score -649387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -649388.750000 Penalty: 4464.851074
	Iteration 45Q: 3 clusters Score -649388.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -649399.250000 Penalty: 4464.851074
	Iteration 46Q: 3 clusters Score -649399.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -649407.687500 Penalty: 4464.851074
	Iteration 47Q: 3 clusters Score -649407.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -649413.875000 Penalty: 4464.851074
	Iteration 48Q: 3 clusters Score -649413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -649419.437500 Penalty: 4464.851074
	Iteration 49Q: 3 clusters Score -649419.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -649424.500000 Penalty: 4464.851074
	Iteration 50Q: 3 clusters Score -649424.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -649431.500000 Penalty: 4464.851074
	Iteration 51Q: 3 clusters Score -649431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -649436.625000 Penalty: 4464.851074
	Iteration 52Q: 3 clusters Score -649436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -649440.062500 Penalty: 4464.851074
	Iteration 53Q: 3 clusters Score -649440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -649444.687500 Penalty: 4464.851074
	Iteration 54Q: 3 clusters Score -649444.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -649446.937500 Penalty: 4464.851074
	Iteration 55Q: 3 clusters Score -649446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -649449.625000 Penalty: 4464.851074
	Iteration 56Q: 3 clusters Score -649449.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -649452.000000 Penalty: 4464.851074
	Iteration 57Q: 3 clusters Score -649452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -649454.000000 Penalty: 4464.851074
	Iteration 58Q: 3 clusters Score -649454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -649456.750000 Penalty: 4464.851074
	Iteration 59Q: 3 clusters Score -649456.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -649459.500000 Penalty: 4464.851074
	Iteration 60F: 3 clusters Score -649459.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -649464.687500 Penalty: 4464.851074
	Iteration 61Q: 3 clusters Score -649464.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -649473.125000 Penalty: 4464.851074
	Iteration 62Q: 3 clusters Score -649473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -649475.312500 Penalty: 4464.851074
	Iteration 63Q: 3 clusters Score -649475.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -649483.125000 Penalty: 4464.851074
	Iteration 64Q: 3 clusters Score -649483.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -649491.875000 Penalty: 4464.851074
	Iteration 65Q: 3 clusters Score -649491.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -649501.250000 Penalty: 4464.851074
	Iteration 66Q: 3 clusters Score -649501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -649510.000000 Penalty: 4464.851074
	Iteration 67Q: 3 clusters Score -649510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -649514.125000 Penalty: 4464.851074
	Iteration 68Q: 3 clusters Score -649514.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -649522.187500 Penalty: 4464.851074
	Iteration 69Q: 3 clusters Score -649522.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -649529.187500 Penalty: 4464.851074
	Iteration 70Q: 3 clusters Score -649529.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -649532.937500 Penalty: 4464.851074
	Iteration 71Q: 3 clusters Score -649532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -649534.687500 Penalty: 4464.851074
	Iteration 72Q: 3 clusters Score -649534.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -649536.062500 Penalty: 4464.851074
	Iteration 73Q: 3 clusters Score -649536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -649538.062500 Penalty: 4464.851074
	Iteration 74Q: 3 clusters Score -649538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -649540.875000 Penalty: 4464.851074
	Iteration 75Q: 3 clusters Score -649540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -649543.062500 Penalty: 4464.851074
	Iteration 76Q: 3 clusters Score -649543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -649543.687500 Penalty: 4464.851074
	Iteration 77Q: 3 clusters Score -649543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -649542.875000 Penalty: 4464.851074
	Iteration 78Q: 3 clusters Score -649542.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -649545.375000 Penalty: 4464.851074
	Iteration 79Q: 3 clusters Score -649545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -649546.250000 Penalty: 4464.851074
	Iteration 80F: 3 clusters Score -649546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -649550.437500 Penalty: 4464.851074
	Iteration 81Q: 3 clusters Score -649550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -649552.437500 Penalty: 4464.851074
	Iteration 82Q: 3 clusters Score -649552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -649556.250000 Penalty: 4464.851074
	Iteration 83Q: 3 clusters Score -649556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -649557.687500 Penalty: 4464.851074
	Iteration 84Q: 3 clusters Score -649557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -649560.812500 Penalty: 4464.851074
	Iteration 85Q: 3 clusters Score -649560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -649563.062500 Penalty: 4464.851074
	Iteration 86Q: 3 clusters Score -649563.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -649566.562500 Penalty: 4464.851074
	Iteration 87Q: 3 clusters Score -649566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -649570.500000 Penalty: 4464.851074
	Iteration 88Q: 3 clusters Score -649570.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -649575.437500 Penalty: 4464.851074
	Iteration 89Q: 3 clusters Score -649575.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -649581.812500 Penalty: 4464.851074
	Iteration 90Q: 3 clusters Score -649581.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -649588.812500 Penalty: 4464.851074
	Iteration 91Q: 3 clusters Score -649588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -649595.500000 Penalty: 4464.851074
	Iteration 92Q: 3 clusters Score -649595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -649599.750000 Penalty: 4464.851074
	Iteration 93Q: 3 clusters Score -649599.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -649608.250000 Penalty: 4464.851074
	Iteration 94Q: 3 clusters Score -649608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -649613.375000 Penalty: 4464.851074
	Iteration 95Q: 3 clusters Score -649613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -649618.375000 Penalty: 4464.851074
	Iteration 96Q: 3 clusters Score -649618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -649622.250000 Penalty: 4464.851074
	Iteration 97Q: 3 clusters Score -649622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -649630.875000 Penalty: 4464.851074
	Iteration 98Q: 3 clusters Score -649630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -649636.000000 Penalty: 4464.851074
	Iteration 99Q: 3 clusters Score -649636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -649643.312500 Penalty: 4464.851074
	Iteration 100F: 3 clusters Score -649643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -649651.000000 Penalty: 4464.851074
	Iteration 101Q: 3 clusters Score -649651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -649659.062500 Penalty: 4464.851074
	Iteration 102Q: 3 clusters Score -649659.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -649670.062500 Penalty: 4464.851074
	Iteration 103Q: 3 clusters Score -649670.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -649678.437500 Penalty: 4464.851074
	Iteration 104Q: 3 clusters Score -649678.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -649688.000000 Penalty: 4464.851074
	Iteration 105Q: 3 clusters Score -649688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -649694.437500 Penalty: 4464.851074
	Iteration 106Q: 3 clusters Score -649694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -649699.875000 Penalty: 4464.851074
	Iteration 107Q: 3 clusters Score -649699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -649708.750000 Penalty: 4464.851074
	Iteration 108Q: 3 clusters Score -649708.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -649720.500000 Penalty: 4464.851074
	Iteration 109Q: 3 clusters Score -649720.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -649733.437500 Penalty: 4464.851074
	Iteration 110Q: 3 clusters Score -649733.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -649748.562500 Penalty: 4464.851074
	Iteration 111Q: 3 clusters Score -649748.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -649767.187500 Penalty: 4464.851074
	Iteration 112Q: 3 clusters Score -649767.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -649783.562500 Penalty: 4464.851074
	Iteration 113Q: 3 clusters Score -649783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -649795.625000 Penalty: 4464.851074
	Iteration 114Q: 3 clusters Score -649795.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -649808.562500 Penalty: 4464.851074
	Iteration 115Q: 3 clusters Score -649808.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -649822.750000 Penalty: 4464.851074
	Iteration 116Q: 3 clusters Score -649822.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -649842.062500 Penalty: 4464.851074
	Iteration 117Q: 3 clusters Score -649842.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -649861.562500 Penalty: 4464.851074
	Iteration 118Q: 3 clusters Score -649861.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -649872.687500 Penalty: 4464.851074
	Iteration 119Q: 3 clusters Score -649872.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -649886.312500 Penalty: 4464.851074
	Iteration 120F: 3 clusters Score -649886.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -649897.812500 Penalty: 4464.851074
	Iteration 121Q: 3 clusters Score -649897.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -649903.750000 Penalty: 4464.851074
	Iteration 122Q: 3 clusters Score -649903.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -649915.250000 Penalty: 4464.851074
	Iteration 123Q: 3 clusters Score -649915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -649926.375000 Penalty: 4464.851074
	Iteration 124Q: 3 clusters Score -649926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -649932.687500 Penalty: 4464.851074
	Iteration 125Q: 3 clusters Score -649932.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -649942.125000 Penalty: 4464.851074
	Iteration 126Q: 3 clusters Score -649942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -649951.625000 Penalty: 4464.851074
	Iteration 127Q: 3 clusters Score -649951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -649952.500000 Penalty: 4464.851074
	Iteration 128Q: 3 clusters Score -649952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -649954.562500 Penalty: 4464.851074
	Iteration 129Q: 3 clusters Score -649954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -649955.875000 Penalty: 4464.851074
	Iteration 130Q: 3 clusters Score -649955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -649957.250000 Penalty: 4464.851074
	Iteration 131Q: 3 clusters Score -649957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -649960.625000 Penalty: 4464.851074
	Iteration 132Q: 3 clusters Score -649960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -649964.562500 Penalty: 4464.851074
	Iteration 133Q: 3 clusters Score -649964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -649965.562500 Penalty: 4464.851074
	Iteration 134Q: 3 clusters Score -649965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -649967.062500 Penalty: 4464.851074
	Iteration 135Q: 3 clusters Score -649967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -649968.375000 Penalty: 4464.851074
	Iteration 136Q: 3 clusters Score -649968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -649969.187500 Penalty: 4464.851074
	Iteration 137Q: 3 clusters Score -649969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -649969.187500 Penalty: 4464.851074
	Iteration 138F: 3 clusters Score -649969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -195162.156250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -195162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -191984.765625 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -191984.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -192718.437500 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -192718.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -193051.484375 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -193051.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -193260.828125 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -193260.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -193408.609375 Penalty: 3941.697754
	Iteration 4F: 3 clusters Score -193408.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -193511.000000 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -193511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -193577.625000 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -193577.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -193619.718750 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -193619.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -193648.734375 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -193648.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -193689.000000 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -193689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -193719.593750 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -193719.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -193751.453125 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -193751.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -193779.546875 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -193779.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -193808.421875 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -193808.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -193835.125000 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -193835.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -193877.109375 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -193877.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -193913.234375 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -193913.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -193940.937500 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -193940.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -193969.281250 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -193969.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -194004.500000 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -194004.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -194035.093750 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -194035.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -194077.718750 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -194077.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -194138.671875 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -194138.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -194218.281250 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -194218.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -194278.109375 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -194278.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -194335.843750 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -194335.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -194365.984375 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -194366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -194388.640625 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -194388.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -194399.843750 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -194399.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -194409.656250 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -194409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -194417.359375 Penalty: 3941.697754
	Iteration 30Q: 3 clusters Score -194417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -194423.187500 Penalty: 3941.697754
	Iteration 31Q: 3 clusters Score -194423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -194431.609375 Penalty: 3941.697754
	Iteration 32Q: 3 clusters Score -194431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -194433.343750 Penalty: 3941.697754
	Iteration 33Q: 3 clusters Score -194433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -194434.140625 Penalty: 3941.697754
	Iteration 34Q: 3 clusters Score -194434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -194435.531250 Penalty: 3941.697754
	Iteration 35Q: 3 clusters Score -194435.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -194437.312500 Penalty: 3941.697754
	Iteration 36Q: 3 clusters Score -194437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -194440.437500 Penalty: 3941.697754
	Iteration 37Q: 3 clusters Score -194440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -194442.859375 Penalty: 3941.697754
	Iteration 38Q: 3 clusters Score -194442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -194442.906250 Penalty: 3941.697754
	Iteration 39Q: 3 clusters Score -194442.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -194443.312500 Penalty: 3941.697754
	Iteration 40F: 3 clusters Score -194443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -518900.250000 Penalty: 2200.793701
	Iteration 0F: 2 clusters Score -518900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -513061.562500 Penalty: 4401.587402
	Iteration 0F: 3 clusters Score -513061.6 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -514718.937500 Penalty: 4401.587402
	Iteration 1F: 3 clusters Score -514718.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -515118.781250 Penalty: 4401.587402
	Iteration 2F: 3 clusters Score -515118.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -515480.781250 Penalty: 4401.587402
	Iteration 3F: 3 clusters Score -515480.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -515901.812500 Penalty: 4401.587402
	Iteration 4F: 3 clusters Score -515901.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -516261.437500 Penalty: 4401.587402
	Iteration 5F: 3 clusters Score -516261.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -516527.093750 Penalty: 4401.587402
	Iteration 6F: 3 clusters Score -516527.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -516730.500000 Penalty: 4401.587402
	Iteration 7Q: 3 clusters Score -516730.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -516914.718750 Penalty: 4401.587402
	Iteration 8Q: 3 clusters Score -516914.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -517078.281250 Penalty: 4401.587402
	Iteration 9Q: 3 clusters Score -517078.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -517244.750000 Penalty: 4401.587402
	Iteration 10Q: 3 clusters Score -517244.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -517383.500000 Penalty: 4401.587402
	Iteration 11Q: 3 clusters Score -517383.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -517522.906250 Penalty: 4401.587402
	Iteration 12Q: 3 clusters Score -517522.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -517657.406250 Penalty: 4401.587402
	Iteration 13Q: 3 clusters Score -517657.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -517815.843750 Penalty: 4401.587402
	Iteration 14Q: 3 clusters Score -517815.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -517982.875000 Penalty: 4401.587402
	Iteration 15Q: 3 clusters Score -517982.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -518155.437500 Penalty: 4401.587402
	Iteration 16Q: 3 clusters Score -518155.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -518316.250000 Penalty: 4401.587402
	Iteration 17Q: 3 clusters Score -518316.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -518451.781250 Penalty: 4401.587402
	Iteration 18Q: 3 clusters Score -518451.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -518599.468750 Penalty: 4401.587402
	Iteration 19Q: 3 clusters Score -518599.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -518757.281250 Penalty: 4401.587402
	Iteration 20F: 3 clusters Score -518757.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -518925.156250 Penalty: 4401.587402
	Iteration 21Q: 3 clusters Score -518925.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -519037.031250 Penalty: 4401.587402
	Iteration 22Q: 3 clusters Score -519037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -519145.125000 Penalty: 4401.587402
	Iteration 23Q: 3 clusters Score -519145.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -519213.468750 Penalty: 4401.587402
	Iteration 24Q: 3 clusters Score -519213.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -519257.031250 Penalty: 4401.587402
	Iteration 25Q: 3 clusters Score -519257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -519290.687500 Penalty: 4401.587402
	Iteration 26Q: 3 clusters Score -519290.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -519314.312500 Penalty: 4401.587402
	Iteration 27Q: 3 clusters Score -519314.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -519340.187500 Penalty: 4401.587402
	Iteration 28Q: 3 clusters Score -519340.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -519352.062500 Penalty: 4401.587402
	Iteration 29Q: 3 clusters Score -519352.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -519361.375000 Penalty: 4401.587402
	Iteration 30Q: 3 clusters Score -519361.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -519369.812500 Penalty: 4401.587402
	Iteration 31Q: 3 clusters Score -519369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -519379.093750 Penalty: 4401.587402
	Iteration 32Q: 3 clusters Score -519379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -519381.156250 Penalty: 4401.587402
	Iteration 33Q: 3 clusters Score -519381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -519382.375000 Penalty: 4401.587402
	Iteration 34Q: 3 clusters Score -519382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -519383.531250 Penalty: 4401.587402
	Iteration 35Q: 3 clusters Score -519383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -519383.750000 Penalty: 4401.587402
	Iteration 36Q: 3 clusters Score -519383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -519384.812500 Penalty: 4401.587402
	Iteration 37Q: 3 clusters Score -519384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -519384.812500 Penalty: 4401.587402
	Iteration 38F: 3 clusters Score -519384.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23153 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 4389 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 769 members 
Mstep: Class 51 contains 37609 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 1306 members 
Mstep: Class 54 contains 6376 members 
Entering Unmasked Estep 
Score: -51160524.000000 Penalty: 179406.406250
Splitting cluster 50 changes total score from -51159692.000000 to -51160524.000000
So it's getting split into cluster 54.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 2742 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 16329 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60345 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15771 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23724 members 
Mstep: Class 30 contains 2657 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23153 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 12439 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 7736 members 
Mstep: Class 44 contains 1161 members 
Mstep: Class 45 contains 1812 members 
Mstep: Class 46 contains 1070 members 
Mstep: Class 47 contains 4389 members 
Mstep: Class 48 contains 8117 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 52. Lose 3158.606201 but Gain 3322.343750
Score: -51163460.000000 Penalty: 176084.062500
Iteration 176F: 54 clusters Score -5.116346e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21035 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 8661 members 
Mstep: Class 12 contains 14304 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 20994 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 16457 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60685 members 
Mstep: Class 25 contains 12263 members 
Mstep: Class 26 contains 15762 members 
Mstep: Class 27 contains 1791 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 23289 members 
Mstep: Class 30 contains 2659 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20605 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23113 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1755 members 
Mstep: Class 40 contains 12442 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13066 members 
Mstep: Class 43 contains 7739 members 
Mstep: Class 44 contains 1197 members 
Mstep: Class 45 contains 1813 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 4364 members 
Mstep: Class 48 contains 8113 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 875 members 
Mstep: Class 51 contains 37572 members 
Mstep: Class 53 contains 1420 members 
Mstep: Class 54 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166808.000000 Penalty: 176084.062500
Iteration 177Q: 54 clusters Score -5.116681e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 7043 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21088 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 14175 members 
Mstep: Class 13 contains 5323 members 
Mstep: Class 14 contains 20995 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 16537 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3416 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60865 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15762 members 
Mstep: Class 27 contains 1772 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 22991 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 9501 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20569 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23102 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2759 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 12438 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13144 members 
Mstep: Class 43 contains 7750 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 1000 members 
Mstep: Class 47 contains 4364 members 
Mstep: Class 48 contains 8112 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 903 members 
Mstep: Class 51 contains 37573 members 
Mstep: Class 53 contains 1548 members 
Mstep: Class 54 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51167492.000000 Penalty: 176084.062500
Iteration 178Q: 54 clusters Score -5.116749e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 7040 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21127 members 
Mstep: Class 8 contains 2937 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2338 members 
Mstep: Class 11 contains 8701 members 
Mstep: Class 12 contains 14040 members 
Mstep: Class 13 contains 5290 members 
Mstep: Class 14 contains 20976 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 16605 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 60972 members 
Mstep: Class 25 contains 12259 members 
Mstep: Class 26 contains 15762 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22779 members 
Mstep: Class 30 contains 2640 members 
Mstep: Class 31 contains 9512 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20540 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23115 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1825 members 
Mstep: Class 40 contains 12436 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13199 members 
Mstep: Class 43 contains 7755 members 
Mstep: Class 44 contains 1169 members 
Mstep: Class 45 contains 1815 members 
Mstep: Class 46 contains 978 members 
Mstep: Class 47 contains 4369 members 
Mstep: Class 48 contains 8104 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 923 members 
Mstep: Class 51 contains 37576 members 
Mstep: Class 53 contains 1691 members 
Mstep: Class 54 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51167996.000000 Penalty: 176084.062500
Iteration 179Q: 54 clusters Score -5.1168e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7038 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21161 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2344 members 
Mstep: Class 11 contains 8708 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 20967 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16655 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3412 members 
Mstep: Class 21 contains 1576 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61024 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15759 members 
Mstep: Class 27 contains 1753 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22627 members 
Mstep: Class 30 contains 2632 members 
Mstep: Class 31 contains 9519 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20535 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23091 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 9595 members 
Mstep: Class 39 contains 1849 members 
Mstep: Class 40 contains 12430 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13282 members 
Mstep: Class 43 contains 7761 members 
Mstep: Class 44 contains 1169 members 
Mstep: Class 45 contains 1815 members 
Mstep: Class 46 contains 957 members 
Mstep: Class 47 contains 4370 members 
Mstep: Class 48 contains 8099 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 936 members 
Mstep: Class 51 contains 37593 members 
Mstep: Class 53 contains 1823 members 
Mstep: Class 54 contains 6410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168196.000000 Penalty: 176084.062500
Iteration 180F: 54 clusters Score -5.11682e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7037 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21185 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2347 members 
Mstep: Class 11 contains 8714 members 
Mstep: Class 12 contains 13801 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 20959 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16686 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61070 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22512 members 
Mstep: Class 30 contains 2622 members 
Mstep: Class 31 contains 9528 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20530 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23065 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2718 members 
Mstep: Class 38 contains 9596 members 
Mstep: Class 39 contains 1866 members 
Mstep: Class 40 contains 12426 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13323 members 
Mstep: Class 43 contains 7769 members 
Mstep: Class 44 contains 1168 members 
Mstep: Class 45 contains 1816 members 
Mstep: Class 46 contains 940 members 
Mstep: Class 47 contains 4378 members 
Mstep: Class 48 contains 8097 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 946 members 
Mstep: Class 51 contains 37615 members 
Mstep: Class 53 contains 1938 members 
Mstep: Class 54 contains 6432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168280.000000 Penalty: 176084.062500
Iteration 181Q: 54 clusters Score -5.116828e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 8720 members 
Mstep: Class 12 contains 13708 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 20953 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16704 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 1579 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61105 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15749 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22419 members 
Mstep: Class 30 contains 2619 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20526 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23044 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 9594 members 
Mstep: Class 39 contains 1884 members 
Mstep: Class 40 contains 12421 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13358 members 
Mstep: Class 43 contains 7770 members 
Mstep: Class 44 contains 1170 members 
Mstep: Class 45 contains 1819 members 
Mstep: Class 46 contains 924 members 
Mstep: Class 47 contains 4381 members 
Mstep: Class 48 contains 8089 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 954 members 
Mstep: Class 51 contains 37646 members 
Mstep: Class 53 contains 2020 members 
Mstep: Class 54 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168304.000000 Penalty: 176084.062500
Iteration 182Q: 54 clusters Score -5.11683e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21197 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 8725 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 20949 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16716 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 1578 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61130 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15748 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22351 members 
Mstep: Class 30 contains 2622 members 
Mstep: Class 31 contains 9549 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23047 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 9592 members 
Mstep: Class 39 contains 1907 members 
Mstep: Class 40 contains 12419 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13374 members 
Mstep: Class 43 contains 7774 members 
Mstep: Class 44 contains 1171 members 
Mstep: Class 45 contains 1822 members 
Mstep: Class 46 contains 902 members 
Mstep: Class 47 contains 4383 members 
Mstep: Class 48 contains 8087 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 963 members 
Mstep: Class 51 contains 37649 members 
Mstep: Class 53 contains 2088 members 
Mstep: Class 54 contains 6455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168408.000000 Penalty: 176084.062500
Iteration 183Q: 54 clusters Score -5.116841e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21202 members 
Mstep: Class 8 contains 2898 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 13590 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1581 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61145 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22302 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 9558 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20520 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23054 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2680 members 
Mstep: Class 38 contains 9593 members 
Mstep: Class 39 contains 1931 members 
Mstep: Class 40 contains 12416 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13406 members 
Mstep: Class 43 contains 7780 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1822 members 
Mstep: Class 46 contains 878 members 
Mstep: Class 47 contains 4386 members 
Mstep: Class 48 contains 8086 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 971 members 
Mstep: Class 51 contains 37655 members 
Mstep: Class 53 contains 2144 members 
Mstep: Class 54 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168632.000000 Penalty: 176084.062500
Iteration 184Q: 54 clusters Score -5.116863e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 2892 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 11 contains 8728 members 
Mstep: Class 12 contains 13539 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 20933 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 1585 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61158 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15755 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22262 members 
Mstep: Class 30 contains 2618 members 
Mstep: Class 31 contains 9563 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23056 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2665 members 
Mstep: Class 38 contains 9593 members 
Mstep: Class 39 contains 1950 members 
Mstep: Class 40 contains 12417 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13431 members 
Mstep: Class 43 contains 7781 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1822 members 
Mstep: Class 46 contains 860 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 977 members 
Mstep: Class 51 contains 37666 members 
Mstep: Class 53 contains 2194 members 
Mstep: Class 54 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168472.000000 Penalty: 176084.062500
Iteration 185Q: 54 clusters Score -5.116847e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7028 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 1587 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61163 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15755 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22239 members 
Mstep: Class 30 contains 2617 members 
Mstep: Class 31 contains 9566 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20515 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23072 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 9592 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 12417 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13448 members 
Mstep: Class 43 contains 7789 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1822 members 
Mstep: Class 46 contains 845 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 984 members 
Mstep: Class 51 contains 37660 members 
Mstep: Class 53 contains 2223 members 
Mstep: Class 54 contains 6490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168484.000000 Penalty: 176084.062500
Iteration 186Q: 54 clusters Score -5.116848e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7028 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3404 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61166 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15755 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 9568 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20512 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23078 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2655 members 
Mstep: Class 38 contains 9592 members 
Mstep: Class 39 contains 1984 members 
Mstep: Class 40 contains 12414 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13454 members 
Mstep: Class 43 contains 7790 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1823 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8083 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 989 members 
Mstep: Class 51 contains 37660 members 
Mstep: Class 53 contains 2257 members 
Mstep: Class 54 contains 6496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168688.000000 Penalty: 176084.062500
Iteration 187Q: 54 clusters Score -5.116869e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7027 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 8734 members 
Mstep: Class 12 contains 13431 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16728 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 1592 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61175 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15753 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22203 members 
Mstep: Class 30 contains 2616 members 
Mstep: Class 31 contains 9571 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20513 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23081 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2654 members 
Mstep: Class 38 contains 9589 members 
Mstep: Class 39 contains 1997 members 
Mstep: Class 40 contains 12412 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13452 members 
Mstep: Class 43 contains 7793 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1824 members 
Mstep: Class 46 contains 817 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8084 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37660 members 
Mstep: Class 53 contains 2281 members 
Mstep: Class 54 contains 6501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168740.000000 Penalty: 176084.062500
Iteration 188Q: 54 clusters Score -5.116874e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7027 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21197 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 8733 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 5223 members 
Mstep: Class 14 contains 20925 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16728 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3401 members 
Mstep: Class 21 contains 1597 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61182 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15753 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22196 members 
Mstep: Class 30 contains 2616 members 
Mstep: Class 31 contains 9575 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20512 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2651 members 
Mstep: Class 38 contains 9585 members 
Mstep: Class 39 contains 2013 members 
Mstep: Class 40 contains 12410 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13453 members 
Mstep: Class 43 contains 7796 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1823 members 
Mstep: Class 46 contains 804 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37658 members 
Mstep: Class 53 contains 2309 members 
Mstep: Class 54 contains 6510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168712.000000 Penalty: 176084.062500
Iteration 189Q: 54 clusters Score -5.116871e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 7026 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2376 members 
Mstep: Class 11 contains 8735 members 
Mstep: Class 12 contains 13370 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 20928 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 1602 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61188 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22186 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 9580 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20510 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23084 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2651 members 
Mstep: Class 38 contains 9583 members 
Mstep: Class 39 contains 2026 members 
Mstep: Class 40 contains 12402 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13462 members 
Mstep: Class 43 contains 7797 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1823 members 
Mstep: Class 46 contains 789 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37659 members 
Mstep: Class 53 contains 2331 members 
Mstep: Class 54 contains 6514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168932.000000 Penalty: 176084.062500
Iteration 190Q: 54 clusters Score -5.116893e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7026 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 20931 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61193 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22175 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 9583 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20502 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23090 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2649 members 
Mstep: Class 38 contains 9576 members 
Mstep: Class 39 contains 2027 members 
Mstep: Class 40 contains 12400 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 7794 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 791 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37658 members 
Mstep: Class 53 contains 2352 members 
Mstep: Class 54 contains 6515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168880.000000 Penalty: 176084.062500
Iteration 191Q: 54 clusters Score -5.116888e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7024 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 20932 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 1615 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61203 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22165 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20496 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23093 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2645 members 
Mstep: Class 38 contains 9574 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13479 members 
Mstep: Class 43 contains 7794 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 793 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37653 members 
Mstep: Class 53 contains 2381 members 
Mstep: Class 54 contains 6515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168808.000000 Penalty: 176084.062500
Iteration 192Q: 54 clusters Score -5.116881e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7024 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 13276 members 
Mstep: Class 13 contains 5228 members 
Mstep: Class 14 contains 20934 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61213 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22154 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20494 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23094 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9572 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13479 members 
Mstep: Class 43 contains 7795 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37652 members 
Mstep: Class 53 contains 2420 members 
Mstep: Class 54 contains 6519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169004.000000 Penalty: 176084.062500
Iteration 193Q: 54 clusters Score -5.1169e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7024 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 2829 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13234 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 20935 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61221 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15753 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22147 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20492 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23092 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9571 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13477 members 
Mstep: Class 43 contains 7794 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37649 members 
Mstep: Class 53 contains 2465 members 
Mstep: Class 54 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169024.000000 Penalty: 176084.062500
Iteration 194Q: 54 clusters Score -5.116902e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7024 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21197 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13201 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 20936 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61225 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22142 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20493 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23091 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9571 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13482 members 
Mstep: Class 43 contains 7793 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37647 members 
Mstep: Class 53 contains 2500 members 
Mstep: Class 54 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169136.000000 Penalty: 176084.062500
Iteration 195Q: 54 clusters Score -5.116914e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13177 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61225 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22138 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20495 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23090 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13487 members 
Mstep: Class 43 contains 7787 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4388 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37646 members 
Mstep: Class 53 contains 2540 members 
Mstep: Class 54 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169288.000000 Penalty: 176084.062500
Iteration 196Q: 54 clusters Score -5.116929e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21197 members 
Mstep: Class 8 contains 2779 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2371 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13134 members 
Mstep: Class 13 contains 5223 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61228 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15750 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22138 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20494 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23089 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12397 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13490 members 
Mstep: Class 43 contains 7793 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4389 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37644 members 
Mstep: Class 53 contains 2582 members 
Mstep: Class 54 contains 6527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169352.000000 Penalty: 176084.062500
Iteration 197Q: 54 clusters Score -5.116935e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 2757 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13075 members 
Mstep: Class 13 contains 5223 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61229 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22138 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23093 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2631 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13497 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4389 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 53 contains 2616 members 
Mstep: Class 54 contains 6529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169392.000000 Penalty: 176084.062500
Iteration 198Q: 54 clusters Score -5.116939e+07 nChanged 115
Entering ConstructFrom: 
Score: -51169392.000000 Penalty: 176084.062500
Entering ConstructFrom: 
Trying to split cluster 1 (21014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Entering Unmasked Estep 
Score: -1797431.250000 Penalty: 2468.330078
	Iteration 0F: 2 clusters Score -1797431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1782644.125000 Penalty: 4936.660156
	Iteration 0F: 3 clusters Score -1782644 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1787756.375000 Penalty: 4936.660156
	Iteration 1F: 3 clusters Score -1787756 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1788287.750000 Penalty: 4936.660156
	Iteration 2F: 3 clusters Score -1788288 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1788858.750000 Penalty: 4936.660156
	Iteration 3F: 3 clusters Score -1788859 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1789497.875000 Penalty: 4936.660156
	Iteration 4F: 3 clusters Score -1789498 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1790342.625000 Penalty: 4936.660156
	Iteration 5F: 3 clusters Score -1790343 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1791356.375000 Penalty: 4936.660156
	Iteration 6F: 3 clusters Score -1791356 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1792330.125000 Penalty: 4936.660156
	Iteration 7F: 3 clusters Score -1792330 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1793207.500000 Penalty: 4936.660156
	Iteration 8F: 3 clusters Score -1793208 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1793810.625000 Penalty: 4936.660156
	Iteration 9Q: 3 clusters Score -1793811 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1794181.125000 Penalty: 4936.660156
	Iteration 10Q: 3 clusters Score -1794181 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1794399.000000 Penalty: 4936.660156
	Iteration 11Q: 3 clusters Score -1794399 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1794504.000000 Penalty: 4936.660156
	Iteration 12Q: 3 clusters Score -1794504 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1794556.625000 Penalty: 4936.660156
	Iteration 13Q: 3 clusters Score -1794557 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1794596.625000 Penalty: 4936.660156
	Iteration 14Q: 3 clusters Score -1794597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1794611.125000 Penalty: 4936.660156
	Iteration 15Q: 3 clusters Score -1794611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1794626.750000 Penalty: 4936.660156
	Iteration 16Q: 3 clusters Score -1794627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1794639.000000 Penalty: 4936.660156
	Iteration 17Q: 3 clusters Score -1794639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1794643.500000 Penalty: 4936.660156
	Iteration 18Q: 3 clusters Score -1794644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1794650.000000 Penalty: 4936.660156
	Iteration 19Q: 3 clusters Score -1794650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1794649.625000 Penalty: 4936.660156
	Iteration 20F: 3 clusters Score -1794650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1794655.875000 Penalty: 4936.660156
	Iteration 21Q: 3 clusters Score -1794656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1794660.250000 Penalty: 4936.660156
	Iteration 22Q: 3 clusters Score -1794660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1794657.750000 Penalty: 4936.660156
	Iteration 23Q: 3 clusters Score -1794658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1794658.875000 Penalty: 4936.660156
	Iteration 24Q: 3 clusters Score -1794659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1794660.750000 Penalty: 4936.660156
	Iteration 25Q: 3 clusters Score -1794661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1794664.500000 Penalty: 4936.660156
	Iteration 26Q: 3 clusters Score -1794664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1794669.625000 Penalty: 4936.660156
	Iteration 27Q: 3 clusters Score -1794670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1794671.250000 Penalty: 4936.660156
	Iteration 28Q: 3 clusters Score -1794671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1794669.875000 Penalty: 4936.660156
	Iteration 29Q: 3 clusters Score -1794670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1794673.375000 Penalty: 4936.660156
	Iteration 30Q: 3 clusters Score -1794673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1794671.000000 Penalty: 4936.660156
	Iteration 31Q: 3 clusters Score -1794671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1794671.750000 Penalty: 4936.660156
	Iteration 32Q: 3 clusters Score -1794672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1794671.125000 Penalty: 4936.660156
	Iteration 33Q: 3 clusters Score -1794671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1794671.625000 Penalty: 4936.660156
	Iteration 34Q: 3 clusters Score -1794672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1794671.625000 Penalty: 4936.660156
	Iteration 35F: 3 clusters Score -1794672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99299.578125 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99299.58 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -99745.351562 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99745.35 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -99921.242188 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99921.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -100051.187500 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -100051.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -100121.515625 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -100121.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -100158.296875 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -100158.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -100194.429688 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -100194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -100246.000000 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -100246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -100318.781250 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -100318.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -100396.304688 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -100396.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -100447.203125 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -100447.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -100475.437500 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -100475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -100498.406250 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -100498.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -100517.718750 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -100517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -100534.804688 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -100534.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -100567.281250 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -100567.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -100589.937500 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -100589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -100599.335938 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -100599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -100604.734375 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -100604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -100604.734375 Penalty: 3581.668213
	Iteration 19F: 3 clusters Score -100604.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -133925.140625 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133925.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134313.031250 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -134422.140625 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134422.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134467.625000 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -134467.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -134504.906250 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134504.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134538.203125 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134538.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134565.906250 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134565.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -134589.687500 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134589.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134605.453125 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134605.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134614.218750 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134625.031250 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134638.828125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134638.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134652.546875 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134652.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134675.421875 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134675.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134697.625000 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134697.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134710.015625 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134716.625000 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134716.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134722.187500 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -134722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -134728.046875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -134728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -134732.500000 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -134732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -134733.625000 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -134733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -134735.625000 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -134735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134736.765625 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -134736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134736.765625 Penalty: 3683.273193
	Iteration 23F: 3 clusters Score -134736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -217373.656250 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -217373.7 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 1363 members 
Entering Unmasked Estep 
Score: -214305.562500 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -214305.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -214976.078125 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -214976.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -215235.906250 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -215235.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -215427.000000 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -215427 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -215572.453125 Penalty: 3925.650391
	Iteration 4F: 3 clusters Score -215572.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -215706.015625 Penalty: 3925.650391
	Iteration 5F: 3 clusters Score -215706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -215797.828125 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -215797.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -215874.875000 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -215874.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -215937.703125 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -215937.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -215997.046875 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -215997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -216038.421875 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -216038.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -216063.984375 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -216064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -216082.078125 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -216082.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -216094.843750 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -216094.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -216110.171875 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -216110.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -216120.718750 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -216120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -216126.390625 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -216126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -216131.375000 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -216131.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -216137.500000 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -216137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -216140.734375 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -216140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216144.453125 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -216144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216146.671875 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -216146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -216147.437500 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -216147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -216147.484375 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -216147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -216147.484375 Penalty: 3925.650391
	Iteration 24F: 3 clusters Score -216147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Entering Unmasked Estep 
Score: -583188.937500 Penalty: 2196.487061
	Iteration 0F: 2 clusters Score -583188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -577343.250000 Penalty: 4392.974121
	Iteration 0F: 3 clusters Score -577343.2 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -578898.125000 Penalty: 4392.974121
	Iteration 1F: 3 clusters Score -578898.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -579175.437500 Penalty: 4392.974121
	Iteration 2F: 3 clusters Score -579175.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -579374.562500 Penalty: 4392.974121
	Iteration 3F: 3 clusters Score -579374.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -579533.562500 Penalty: 4392.974121
	Iteration 4Q: 3 clusters Score -579533.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -579673.062500 Penalty: 4392.974121
	Iteration 5Q: 3 clusters Score -579673.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -579797.750000 Penalty: 4392.974121
	Iteration 6Q: 3 clusters Score -579797.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -579907.812500 Penalty: 4392.974121
	Iteration 7Q: 3 clusters Score -579907.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -580013.125000 Penalty: 4392.974121
	Iteration 8Q: 3 clusters Score -580013.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -580111.500000 Penalty: 4392.974121
	Iteration 9Q: 3 clusters Score -580111.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -580194.687500 Penalty: 4392.974121
	Iteration 10Q: 3 clusters Score -580194.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -580292.562500 Penalty: 4392.974121
	Iteration 11Q: 3 clusters Score -580292.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -580384.437500 Penalty: 4392.974121
	Iteration 12Q: 3 clusters Score -580384.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -580468.687500 Penalty: 4392.974121
	Iteration 13Q: 3 clusters Score -580468.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -580564.375000 Penalty: 4392.974121
	Iteration 14Q: 3 clusters Score -580564.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -580652.250000 Penalty: 4392.974121
	Iteration 15Q: 3 clusters Score -580652.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -580729.687500 Penalty: 4392.974121
	Iteration 16Q: 3 clusters Score -580729.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -580794.687500 Penalty: 4392.974121
	Iteration 17Q: 3 clusters Score -580794.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -580851.625000 Penalty: 4392.974121
	Iteration 18Q: 3 clusters Score -580851.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -580891.437500 Penalty: 4392.974121
	Iteration 19Q: 3 clusters Score -580891.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -580920.687500 Penalty: 4392.974121
	Iteration 20F: 3 clusters Score -580920.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -580953.312500 Penalty: 4392.974121
	Iteration 21Q: 3 clusters Score -580953.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -580987.750000 Penalty: 4392.974121
	Iteration 22Q: 3 clusters Score -580987.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -581032.062500 Penalty: 4392.974121
	Iteration 23Q: 3 clusters Score -581032.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -581071.062500 Penalty: 4392.974121
	Iteration 24Q: 3 clusters Score -581071.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -581102.312500 Penalty: 4392.974121
	Iteration 25Q: 3 clusters Score -581102.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -581123.562500 Penalty: 4392.974121
	Iteration 26Q: 3 clusters Score -581123.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -581140.000000 Penalty: 4392.974121
	Iteration 27Q: 3 clusters Score -581140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -581150.500000 Penalty: 4392.974121
	Iteration 28Q: 3 clusters Score -581150.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -581160.375000 Penalty: 4392.974121
	Iteration 29Q: 3 clusters Score -581160.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -581175.875000 Penalty: 4392.974121
	Iteration 30Q: 3 clusters Score -581175.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -581190.375000 Penalty: 4392.974121
	Iteration 31Q: 3 clusters Score -581190.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -581207.500000 Penalty: 4392.974121
	Iteration 32Q: 3 clusters Score -581207.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -581224.562500 Penalty: 4392.974121
	Iteration 33Q: 3 clusters Score -581224.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -581239.187500 Penalty: 4392.974121
	Iteration 34Q: 3 clusters Score -581239.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -581259.375000 Penalty: 4392.974121
	Iteration 35Q: 3 clusters Score -581259.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -581274.062500 Penalty: 4392.974121
	Iteration 36Q: 3 clusters Score -581274.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -581291.250000 Penalty: 4392.974121
	Iteration 37Q: 3 clusters Score -581291.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -581308.312500 Penalty: 4392.974121
	Iteration 38Q: 3 clusters Score -581308.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -581322.000000 Penalty: 4392.974121
	Iteration 39Q: 3 clusters Score -581322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -581331.812500 Penalty: 4392.974121
	Iteration 40F: 3 clusters Score -581331.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -581342.250000 Penalty: 4392.974121
	Iteration 41Q: 3 clusters Score -581342.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -581347.437500 Penalty: 4392.974121
	Iteration 42Q: 3 clusters Score -581347.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -581354.750000 Penalty: 4392.974121
	Iteration 43Q: 3 clusters Score -581354.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -581363.187500 Penalty: 4392.974121
	Iteration 44Q: 3 clusters Score -581363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -581369.312500 Penalty: 4392.974121
	Iteration 45Q: 3 clusters Score -581369.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -581373.750000 Penalty: 4392.974121
	Iteration 46Q: 3 clusters Score -581373.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -581380.625000 Penalty: 4392.974121
	Iteration 47Q: 3 clusters Score -581380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -581383.250000 Penalty: 4392.974121
	Iteration 48Q: 3 clusters Score -581383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -581387.437500 Penalty: 4392.974121
	Iteration 49Q: 3 clusters Score -581387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -581389.625000 Penalty: 4392.974121
	Iteration 50Q: 3 clusters Score -581389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -581391.625000 Penalty: 4392.974121
	Iteration 51Q: 3 clusters Score -581391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -581394.375000 Penalty: 4392.974121
	Iteration 52Q: 3 clusters Score -581394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -581394.812500 Penalty: 4392.974121
	Iteration 53Q: 3 clusters Score -581394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -581395.750000 Penalty: 4392.974121
	Iteration 54Q: 3 clusters Score -581395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -581398.687500 Penalty: 4392.974121
	Iteration 55Q: 3 clusters Score -581398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -581398.562500 Penalty: 4392.974121
	Iteration 56Q: 3 clusters Score -581398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -581399.062500 Penalty: 4392.974121
	Iteration 57Q: 3 clusters Score -581399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -581398.937500 Penalty: 4392.974121
	Iteration 58Q: 3 clusters Score -581398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -581398.937500 Penalty: 4392.974121
	Iteration 59F: 3 clusters Score -581398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -461891.375000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -461891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -456879.656250 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -456879.7 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -458104.281250 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -458104.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -458299.718750 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -458299.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -458406.218750 Penalty: 4294.108398
	Iteration 3Q: 3 clusters Score -458406.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -458498.500000 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -458498.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -458571.687500 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -458571.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -458636.562500 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -458636.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -458697.031250 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -458697 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -458749.406250 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -458749.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -458806.531250 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -458806.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -458845.687500 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -458845.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -458879.031250 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -458879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -458909.406250 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -458909.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -458942.906250 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -458942.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -458971.218750 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -458971.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -458998.718750 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -458998.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -459034.593750 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -459034.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -459073.656250 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -459073.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -459116.625000 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -459116.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -459172.031250 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -459172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -459231.875000 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -459231.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -459293.562500 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -459293.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -459360.281250 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -459360.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -459419.437500 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -459419.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -459477.593750 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -459477.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -459534.531250 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -459534.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -459592.562500 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -459592.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -459653.031250 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -459653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -459705.687500 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -459705.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -459746.531250 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -459746.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -459778.375000 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -459778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -459811.187500 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -459811.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -459834.500000 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -459834.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -459855.468750 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -459855.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -459879.812500 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -459879.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -459898.687500 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -459898.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -459917.062500 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -459917.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -459930.468750 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -459930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -459938.968750 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -459939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -459947.687500 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -459947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -459953.968750 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -459954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -459958.062500 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -459958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -459962.937500 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -459962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -459963.687500 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -459963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -459966.093750 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -459966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -459966.093750 Penalty: 4294.108398
	Iteration 45F: 3 clusters Score -459966.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Entering Unmasked Estep 
Score: -1734470.875000 Penalty: 2470.527344
	Iteration 0F: 2 clusters Score -1734471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1719667.000000 Penalty: 4941.054688
	Iteration 0F: 3 clusters Score -1719667 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1724726.625000 Penalty: 4941.054688
	Iteration 1F: 3 clusters Score -1724727 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1725210.000000 Penalty: 4941.054688
	Iteration 2F: 3 clusters Score -1725210 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1725723.750000 Penalty: 4941.054688
	Iteration 3F: 3 clusters Score -1725724 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1726250.500000 Penalty: 4941.054688
	Iteration 4F: 3 clusters Score -1726250 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1726775.625000 Penalty: 4941.054688
	Iteration 5Q: 3 clusters Score -1726776 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1727339.625000 Penalty: 4941.054688
	Iteration 6Q: 3 clusters Score -1727340 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1727926.625000 Penalty: 4941.054688
	Iteration 7Q: 3 clusters Score -1727927 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1728453.625000 Penalty: 4941.054688
	Iteration 8Q: 3 clusters Score -1728454 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1728917.750000 Penalty: 4941.054688
	Iteration 9Q: 3 clusters Score -1728918 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1729357.625000 Penalty: 4941.054688
	Iteration 10Q: 3 clusters Score -1729358 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1729798.500000 Penalty: 4941.054688
	Iteration 11Q: 3 clusters Score -1729798 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1730186.125000 Penalty: 4941.054688
	Iteration 12Q: 3 clusters Score -1730186 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1730489.625000 Penalty: 4941.054688
	Iteration 13Q: 3 clusters Score -1730490 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1730754.625000 Penalty: 4941.054688
	Iteration 14Q: 3 clusters Score -1730755 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1730974.250000 Penalty: 4941.054688
	Iteration 15Q: 3 clusters Score -1730974 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1731156.500000 Penalty: 4941.054688
	Iteration 16Q: 3 clusters Score -1731156 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1731304.250000 Penalty: 4941.054688
	Iteration 17Q: 3 clusters Score -1731304 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1731414.625000 Penalty: 4941.054688
	Iteration 18Q: 3 clusters Score -1731415 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1731486.500000 Penalty: 4941.054688
	Iteration 19Q: 3 clusters Score -1731486 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1731543.375000 Penalty: 4941.054688
	Iteration 20F: 3 clusters Score -1731543 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1731596.625000 Penalty: 4941.054688
	Iteration 21Q: 3 clusters Score -1731597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1731633.125000 Penalty: 4941.054688
	Iteration 22Q: 3 clusters Score -1731633 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1731670.000000 Penalty: 4941.054688
	Iteration 23Q: 3 clusters Score -1731670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1731696.000000 Penalty: 4941.054688
	Iteration 24Q: 3 clusters Score -1731696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1731723.125000 Penalty: 4941.054688
	Iteration 25Q: 3 clusters Score -1731723 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1731739.125000 Penalty: 4941.054688
	Iteration 26Q: 3 clusters Score -1731739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1731762.500000 Penalty: 4941.054688
	Iteration 27Q: 3 clusters Score -1731762 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -1731791.750000 Penalty: 4941.054688
	Iteration 28Q: 3 clusters Score -1731792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1731813.000000 Penalty: 4941.054688
	Iteration 29Q: 3 clusters Score -1731813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1731837.250000 Penalty: 4941.054688
	Iteration 30Q: 3 clusters Score -1731837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1731864.125000 Penalty: 4941.054688
	Iteration 31Q: 3 clusters Score -1731864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1731891.875000 Penalty: 4941.054688
	Iteration 32Q: 3 clusters Score -1731892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1731924.625000 Penalty: 4941.054688
	Iteration 33Q: 3 clusters Score -1731925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1731973.000000 Penalty: 4941.054688
	Iteration 34Q: 3 clusters Score -1731973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1732008.875000 Penalty: 4941.054688
	Iteration 35Q: 3 clusters Score -1732009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1732045.875000 Penalty: 4941.054688
	Iteration 36Q: 3 clusters Score -1732046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1732067.875000 Penalty: 4941.054688
	Iteration 37Q: 3 clusters Score -1732068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1732092.250000 Penalty: 4941.054688
	Iteration 38Q: 3 clusters Score -1732092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1732125.125000 Penalty: 4941.054688
	Iteration 39Q: 3 clusters Score -1732125 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1732148.750000 Penalty: 4941.054688
	Iteration 40F: 3 clusters Score -1732149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1732168.500000 Penalty: 4941.054688
	Iteration 41Q: 3 clusters Score -1732168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1732184.625000 Penalty: 4941.054688
	Iteration 42Q: 3 clusters Score -1732185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1732193.250000 Penalty: 4941.054688
	Iteration 43Q: 3 clusters Score -1732193 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1732203.250000 Penalty: 4941.054688
	Iteration 44Q: 3 clusters Score -1732203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1732217.250000 Penalty: 4941.054688
	Iteration 45Q: 3 clusters Score -1732217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1732230.375000 Penalty: 4941.054688
	Iteration 46Q: 3 clusters Score -1732230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1732248.500000 Penalty: 4941.054688
	Iteration 47Q: 3 clusters Score -1732248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1732263.625000 Penalty: 4941.054688
	Iteration 48Q: 3 clusters Score -1732264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1732268.125000 Penalty: 4941.054688
	Iteration 49Q: 3 clusters Score -1732268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1732271.125000 Penalty: 4941.054688
	Iteration 50Q: 3 clusters Score -1732271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1732278.750000 Penalty: 4941.054688
	Iteration 51Q: 3 clusters Score -1732279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1732287.250000 Penalty: 4941.054688
	Iteration 52Q: 3 clusters Score -1732287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1732293.625000 Penalty: 4941.054688
	Iteration 53Q: 3 clusters Score -1732294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1732299.750000 Penalty: 4941.054688
	Iteration 54Q: 3 clusters Score -1732300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1732305.500000 Penalty: 4941.054688
	Iteration 55Q: 3 clusters Score -1732306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1732311.250000 Penalty: 4941.054688
	Iteration 56Q: 3 clusters Score -1732311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1732316.250000 Penalty: 4941.054688
	Iteration 57Q: 3 clusters Score -1732316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1732325.625000 Penalty: 4941.054688
	Iteration 58Q: 3 clusters Score -1732326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1732338.250000 Penalty: 4941.054688
	Iteration 59Q: 3 clusters Score -1732338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1732345.000000 Penalty: 4941.054688
	Iteration 60F: 3 clusters Score -1732345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1732350.375000 Penalty: 4941.054688
	Iteration 61Q: 3 clusters Score -1732350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1732351.375000 Penalty: 4941.054688
	Iteration 62Q: 3 clusters Score -1732351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1732355.125000 Penalty: 4941.054688
	Iteration 63Q: 3 clusters Score -1732355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1732356.375000 Penalty: 4941.054688
	Iteration 64Q: 3 clusters Score -1732356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1732361.375000 Penalty: 4941.054688
	Iteration 65Q: 3 clusters Score -1732361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1732363.250000 Penalty: 4941.054688
	Iteration 66Q: 3 clusters Score -1732363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -1732364.875000 Penalty: 4941.054688
	Iteration 67Q: 3 clusters Score -1732365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1732370.625000 Penalty: 4941.054688
	Iteration 68Q: 3 clusters Score -1732371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1732367.875000 Penalty: 4941.054688
	Iteration 69Q: 3 clusters Score -1732368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1732370.250000 Penalty: 4941.054688
	Iteration 70Q: 3 clusters Score -1732370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1732368.000000 Penalty: 4941.054688
	Iteration 71Q: 3 clusters Score -1732368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1732367.000000 Penalty: 4941.054688
	Iteration 72Q: 3 clusters Score -1732367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1732367.000000 Penalty: 4941.054688
	Iteration 73F: 3 clusters Score -1732367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -214382.906250 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -214382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -211346.656250 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -211346.7 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -212250.781250 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -212250.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -212934.156250 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -212934.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -214379.406250 Penalty: 3926.012695
	Iteration 3F: 3 clusters Score -214379.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -215164.093750 Penalty: 3926.012695
	Iteration 4F: 3 clusters Score -215164.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -215344.687500 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -215344.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -215489.203125 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -215489.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -215619.703125 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -215619.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -215719.140625 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -215719.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -215781.234375 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -215781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -215801.921875 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -215801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -215806.750000 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -215806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -215813.203125 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -215813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -215814.796875 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -215814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -215814.796875 Penalty: 3926.012695
	Iteration 14F: 3 clusters Score -215814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8076 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 52 contains 2138 members 
Mstep: Class 53 contains 2656 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
Score: -51169472.000000 Penalty: 179406.406250
Splitting cluster 8 changes total score from -51169392.000000 to -51169472.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 9 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -776252.000000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -776252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -768783.312500 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -768783.3 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -771183.875000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -771183.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -771887.187500 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -771887.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -772679.937500 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -772679.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -773450.937500 Penalty: 4553.732422
	Iteration 4F: 3 clusters Score -773450.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -774047.312500 Penalty: 4553.732422
	Iteration 5F: 3 clusters Score -774047.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -774409.000000 Penalty: 4553.732422
	Iteration 6F: 3 clusters Score -774409 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -774626.812500 Penalty: 4553.732422
	Iteration 7Q: 3 clusters Score -774626.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -774752.500000 Penalty: 4553.732422
	Iteration 8Q: 3 clusters Score -774752.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -774820.250000 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -774820.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -774859.562500 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -774859.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -774887.750000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -774887.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -774906.875000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -774906.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -774930.687500 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -774930.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -774951.687500 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -774951.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -774963.187500 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -774963.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -774974.312500 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -774974.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -774984.312500 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -774984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -774986.562500 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -774986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -774988.812500 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -774988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -774990.562500 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -774990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -774993.125000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -774993.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -774999.437500 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -774999.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -775001.062500 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -775001.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -775006.750000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -775006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -775009.062500 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -775009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -775012.687500 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -775012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -775013.812500 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -775013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -775015.312500 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -775015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -775017.312500 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -775017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -775016.937500 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -775016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -775016.250000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -775016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -775016.250000 Penalty: 4553.732422
	Iteration 32F: 3 clusters Score -775016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -184282.906250 Penalty: 1930.549438
	Iteration 0F: 2 clusters Score -184282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -181450.187500 Penalty: 3861.098877
	Iteration 0F: 3 clusters Score -181450.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -182154.390625 Penalty: 3861.098877
	Iteration 1F: 3 clusters Score -182154.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -182420.500000 Penalty: 3861.098877
	Iteration 2F: 3 clusters Score -182420.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -182595.250000 Penalty: 3861.098877
	Iteration 3F: 3 clusters Score -182595.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -182732.578125 Penalty: 3861.098877
	Iteration 4Q: 3 clusters Score -182732.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -182807.765625 Penalty: 3861.098877
	Iteration 5Q: 3 clusters Score -182807.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -182867.234375 Penalty: 3861.098877
	Iteration 6Q: 3 clusters Score -182867.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -182925.859375 Penalty: 3861.098877
	Iteration 7Q: 3 clusters Score -182925.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -182992.625000 Penalty: 3861.098877
	Iteration 8Q: 3 clusters Score -182992.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -183045.593750 Penalty: 3861.098877
	Iteration 9Q: 3 clusters Score -183045.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -183080.906250 Penalty: 3861.098877
	Iteration 10Q: 3 clusters Score -183080.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183118.609375 Penalty: 3861.098877
	Iteration 11Q: 3 clusters Score -183118.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -183153.296875 Penalty: 3861.098877
	Iteration 12Q: 3 clusters Score -183153.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -183189.671875 Penalty: 3861.098877
	Iteration 13Q: 3 clusters Score -183189.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -183224.859375 Penalty: 3861.098877
	Iteration 14Q: 3 clusters Score -183224.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -183257.046875 Penalty: 3861.098877
	Iteration 15Q: 3 clusters Score -183257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -183275.781250 Penalty: 3861.098877
	Iteration 16Q: 3 clusters Score -183275.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -183286.906250 Penalty: 3861.098877
	Iteration 17Q: 3 clusters Score -183286.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -183296.859375 Penalty: 3861.098877
	Iteration 18Q: 3 clusters Score -183296.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -183309.484375 Penalty: 3861.098877
	Iteration 19Q: 3 clusters Score -183309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -183319.984375 Penalty: 3861.098877
	Iteration 20F: 3 clusters Score -183320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -183336.781250 Penalty: 3861.098877
	Iteration 21Q: 3 clusters Score -183336.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -183355.531250 Penalty: 3861.098877
	Iteration 22Q: 3 clusters Score -183355.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -183366.593750 Penalty: 3861.098877
	Iteration 23Q: 3 clusters Score -183366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -183374.718750 Penalty: 3861.098877
	Iteration 24Q: 3 clusters Score -183374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -183380.265625 Penalty: 3861.098877
	Iteration 25Q: 3 clusters Score -183380.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -183383.812500 Penalty: 3861.098877
	Iteration 26Q: 3 clusters Score -183383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183387.953125 Penalty: 3861.098877
	Iteration 27Q: 3 clusters Score -183388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -183391.156250 Penalty: 3861.098877
	Iteration 28Q: 3 clusters Score -183391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -183398.765625 Penalty: 3861.098877
	Iteration 29Q: 3 clusters Score -183398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183405.250000 Penalty: 3861.098877
	Iteration 30Q: 3 clusters Score -183405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -183406.671875 Penalty: 3861.098877
	Iteration 31Q: 3 clusters Score -183406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -183407.812500 Penalty: 3861.098877
	Iteration 32Q: 3 clusters Score -183407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -183408.765625 Penalty: 3861.098877
	Iteration 33Q: 3 clusters Score -183408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -183411.046875 Penalty: 3861.098877
	Iteration 34Q: 3 clusters Score -183411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -183414.796875 Penalty: 3861.098877
	Iteration 35Q: 3 clusters Score -183414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183416.828125 Penalty: 3861.098877
	Iteration 36Q: 3 clusters Score -183416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183417.375000 Penalty: 3861.098877
	Iteration 37Q: 3 clusters Score -183417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -183417.375000 Penalty: 3861.098877
	Iteration 38F: 3 clusters Score -183417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -753929.375000 Penalty: 2250.821777
	Iteration 0F: 2 clusters Score -753929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -747176.437500 Penalty: 4501.643555
	Iteration 0F: 3 clusters Score -747176.4 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -749065.937500 Penalty: 4501.643555
	Iteration 1F: 3 clusters Score -749065.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -749345.687500 Penalty: 4501.643555
	Iteration 2F: 3 clusters Score -749345.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -749549.500000 Penalty: 4501.643555
	Iteration 3F: 3 clusters Score -749549.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -749686.187500 Penalty: 4501.643555
	Iteration 4Q: 3 clusters Score -749686.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -749784.687500 Penalty: 4501.643555
	Iteration 5Q: 3 clusters Score -749784.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -749859.250000 Penalty: 4501.643555
	Iteration 6Q: 3 clusters Score -749859.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -749929.937500 Penalty: 4501.643555
	Iteration 7Q: 3 clusters Score -749929.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -749995.187500 Penalty: 4501.643555
	Iteration 8Q: 3 clusters Score -749995.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -750049.750000 Penalty: 4501.643555
	Iteration 9Q: 3 clusters Score -750049.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -750119.437500 Penalty: 4501.643555
	Iteration 10Q: 3 clusters Score -750119.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -750174.750000 Penalty: 4501.643555
	Iteration 11Q: 3 clusters Score -750174.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -750232.937500 Penalty: 4501.643555
	Iteration 12Q: 3 clusters Score -750232.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -750291.312500 Penalty: 4501.643555
	Iteration 13Q: 3 clusters Score -750291.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -750358.125000 Penalty: 4501.643555
	Iteration 14Q: 3 clusters Score -750358.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -750434.437500 Penalty: 4501.643555
	Iteration 15Q: 3 clusters Score -750434.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -750527.250000 Penalty: 4501.643555
	Iteration 16Q: 3 clusters Score -750527.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -750639.937500 Penalty: 4501.643555
	Iteration 17Q: 3 clusters Score -750639.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -750761.000000 Penalty: 4501.643555
	Iteration 18Q: 3 clusters Score -750761 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -750874.312500 Penalty: 4501.643555
	Iteration 19Q: 3 clusters Score -750874.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -750969.812500 Penalty: 4501.643555
	Iteration 20F: 3 clusters Score -750969.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -751064.125000 Penalty: 4501.643555
	Iteration 21Q: 3 clusters Score -751064.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -751162.687500 Penalty: 4501.643555
	Iteration 22Q: 3 clusters Score -751162.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -751268.062500 Penalty: 4501.643555
	Iteration 23Q: 3 clusters Score -751268.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -751365.187500 Penalty: 4501.643555
	Iteration 24Q: 3 clusters Score -751365.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -751454.875000 Penalty: 4501.643555
	Iteration 25Q: 3 clusters Score -751454.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -751557.062500 Penalty: 4501.643555
	Iteration 26Q: 3 clusters Score -751557.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -751661.375000 Penalty: 4501.643555
	Iteration 27Q: 3 clusters Score -751661.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -751759.437500 Penalty: 4501.643555
	Iteration 28Q: 3 clusters Score -751759.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -751855.250000 Penalty: 4501.643555
	Iteration 29Q: 3 clusters Score -751855.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -751934.687500 Penalty: 4501.643555
	Iteration 30Q: 3 clusters Score -751934.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -751984.375000 Penalty: 4501.643555
	Iteration 31Q: 3 clusters Score -751984.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -752025.812500 Penalty: 4501.643555
	Iteration 32Q: 3 clusters Score -752025.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -752051.375000 Penalty: 4501.643555
	Iteration 33Q: 3 clusters Score -752051.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -752082.625000 Penalty: 4501.643555
	Iteration 34Q: 3 clusters Score -752082.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -752117.000000 Penalty: 4501.643555
	Iteration 35Q: 3 clusters Score -752117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -752133.250000 Penalty: 4501.643555
	Iteration 36Q: 3 clusters Score -752133.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -752153.562500 Penalty: 4501.643555
	Iteration 37Q: 3 clusters Score -752153.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -752166.875000 Penalty: 4501.643555
	Iteration 38Q: 3 clusters Score -752166.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -752175.187500 Penalty: 4501.643555
	Iteration 39Q: 3 clusters Score -752175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -752179.250000 Penalty: 4501.643555
	Iteration 40F: 3 clusters Score -752179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -752182.437500 Penalty: 4501.643555
	Iteration 41Q: 3 clusters Score -752182.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -752185.937500 Penalty: 4501.643555
	Iteration 42Q: 3 clusters Score -752185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -752187.625000 Penalty: 4501.643555
	Iteration 43Q: 3 clusters Score -752187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -752188.937500 Penalty: 4501.643555
	Iteration 44Q: 3 clusters Score -752188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -752192.187500 Penalty: 4501.643555
	Iteration 45Q: 3 clusters Score -752192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -752190.812500 Penalty: 4501.643555
	Iteration 46Q: 3 clusters Score -752190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -752191.375000 Penalty: 4501.643555
	Iteration 47Q: 3 clusters Score -752191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -752190.625000 Penalty: 4501.643555
	Iteration 48Q: 3 clusters Score -752190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -752193.187500 Penalty: 4501.643555
	Iteration 49Q: 3 clusters Score -752193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -752193.750000 Penalty: 4501.643555
	Iteration 50Q: 3 clusters Score -752193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -752193.437500 Penalty: 4501.643555
	Iteration 51Q: 3 clusters Score -752193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -752193.437500 Penalty: 4501.643555
	Iteration 52F: 3 clusters Score -752193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Entering Unmasked Estep 
Score: -1101097.375000 Penalty: 2349.802490
	Iteration 0F: 2 clusters Score -1101097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1091558.750000 Penalty: 4699.604980
	Iteration 0F: 3 clusters Score -1091559 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1094573.125000 Penalty: 4699.604980
	Iteration 1F: 3 clusters Score -1094573 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1095052.875000 Penalty: 4699.604980
	Iteration 2F: 3 clusters Score -1095053 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1095495.125000 Penalty: 4699.604980
	Iteration 3F: 3 clusters Score -1095495 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1096001.125000 Penalty: 4699.604980
	Iteration 4F: 3 clusters Score -1096001 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1096550.625000 Penalty: 4699.604980
	Iteration 5F: 3 clusters Score -1096551 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1097140.625000 Penalty: 4699.604980
	Iteration 6F: 3 clusters Score -1097141 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1097709.625000 Penalty: 4699.604980
	Iteration 7F: 3 clusters Score -1097710 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1098130.750000 Penalty: 4699.604980
	Iteration 8Q: 3 clusters Score -1098131 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1098470.375000 Penalty: 4699.604980
	Iteration 9Q: 3 clusters Score -1098470 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1098832.250000 Penalty: 4699.604980
	Iteration 10Q: 3 clusters Score -1098832 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1099254.250000 Penalty: 4699.604980
	Iteration 11Q: 3 clusters Score -1099254 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1099651.750000 Penalty: 4699.604980
	Iteration 12Q: 3 clusters Score -1099652 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1099861.875000 Penalty: 4699.604980
	Iteration 13Q: 3 clusters Score -1099862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1099963.750000 Penalty: 4699.604980
	Iteration 14Q: 3 clusters Score -1099964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1099996.500000 Penalty: 4699.604980
	Iteration 15Q: 3 clusters Score -1099996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1100032.375000 Penalty: 4699.604980
	Iteration 16Q: 3 clusters Score -1100032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1100047.375000 Penalty: 4699.604980
	Iteration 17Q: 3 clusters Score -1100047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1100059.625000 Penalty: 4699.604980
	Iteration 18Q: 3 clusters Score -1100060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1100065.625000 Penalty: 4699.604980
	Iteration 19Q: 3 clusters Score -1100066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1100073.125000 Penalty: 4699.604980
	Iteration 20F: 3 clusters Score -1100073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1100081.000000 Penalty: 4699.604980
	Iteration 21Q: 3 clusters Score -1100081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1100081.375000 Penalty: 4699.604980
	Iteration 22Q: 3 clusters Score -1100081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1100088.500000 Penalty: 4699.604980
	Iteration 23Q: 3 clusters Score -1100088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1100090.625000 Penalty: 4699.604980
	Iteration 24Q: 3 clusters Score -1100091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1100099.625000 Penalty: 4699.604980
	Iteration 25Q: 3 clusters Score -1100100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1100103.125000 Penalty: 4699.604980
	Iteration 26Q: 3 clusters Score -1100103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1100103.125000 Penalty: 4699.604980
	Iteration 27Q: 3 clusters Score -1100103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1100106.625000 Penalty: 4699.604980
	Iteration 28Q: 3 clusters Score -1100107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1100109.875000 Penalty: 4699.604980
	Iteration 29Q: 3 clusters Score -1100110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1100111.125000 Penalty: 4699.604980
	Iteration 30Q: 3 clusters Score -1100111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1100111.250000 Penalty: 4699.604980
	Iteration 31Q: 3 clusters Score -1100111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1100110.000000 Penalty: 4699.604980
	Iteration 32Q: 3 clusters Score -1100110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1100109.875000 Penalty: 4699.604980
	Iteration 33Q: 3 clusters Score -1100110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1100111.000000 Penalty: 4699.604980
	Iteration 34Q: 3 clusters Score -1100111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1100113.250000 Penalty: 4699.604980
	Iteration 35Q: 3 clusters Score -1100113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1100113.375000 Penalty: 4699.604980
	Iteration 36Q: 3 clusters Score -1100113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1100112.250000 Penalty: 4699.604980
	Iteration 37Q: 3 clusters Score -1100112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1100112.500000 Penalty: 4699.604980
	Iteration 38Q: 3 clusters Score -1100112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1100113.000000 Penalty: 4699.604980
	Iteration 39Q: 3 clusters Score -1100113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1100113.875000 Penalty: 4699.604980
	Iteration 40F: 3 clusters Score -1100114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1100117.125000 Penalty: 4699.604980
	Iteration 41Q: 3 clusters Score -1100117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1100116.875000 Penalty: 4699.604980
	Iteration 42Q: 3 clusters Score -1100117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1100117.500000 Penalty: 4699.604980
	Iteration 43Q: 3 clusters Score -1100118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1100119.250000 Penalty: 4699.604980
	Iteration 44Q: 3 clusters Score -1100119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1100115.875000 Penalty: 4699.604980
	Iteration 45Q: 3 clusters Score -1100116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1100116.500000 Penalty: 4699.604980
	Iteration 46Q: 3 clusters Score -1100116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1100116.375000 Penalty: 4699.604980
	Iteration 47Q: 3 clusters Score -1100116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1100117.125000 Penalty: 4699.604980
	Iteration 48Q: 3 clusters Score -1100117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1100117.125000 Penalty: 4699.604980
	Iteration 49Q: 3 clusters Score -1100117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1100115.250000 Penalty: 4699.604980
	Iteration 50Q: 3 clusters Score -1100115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1100115.250000 Penalty: 4699.604980
	Iteration 51F: 3 clusters Score -1100115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -413392.500000 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -413392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -408728.750000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -408728.8 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -409927.656250 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -409927.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -410401.218750 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -410401.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -411042.343750 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -411042.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -411593.125000 Penalty: 4245.790527
	Iteration 4F: 3 clusters Score -411593.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -411889.281250 Penalty: 4245.790527
	Iteration 5F: 3 clusters Score -411889.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -412121.843750 Penalty: 4245.790527
	Iteration 6F: 3 clusters Score -412121.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -412292.156250 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -412292.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412410.625000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -412410.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -412497.062500 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -412497.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -412586.625000 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -412586.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -412660.781250 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -412660.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -412728.406250 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -412728.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -412820.218750 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -412820.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -412918.125000 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -412918.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -412991.187500 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -412991.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -413034.468750 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -413034.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -413061.062500 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -413061.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -413075.218750 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -413075.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -413099.718750 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -413099.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -413121.625000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -413121.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -413134.906250 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -413134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -413144.375000 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -413144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -413147.718750 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -413147.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -413150.062500 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -413150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -413153.843750 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -413153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -413156.375000 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -413156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -413159.781250 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -413159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -413164.750000 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -413164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -413167.093750 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -413167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -413170.468750 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -413170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -413172.718750 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -413172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -413175.093750 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -413175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -413175.250000 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -413175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -413176.093750 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -413176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -413176.843750 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -413176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -413178.281250 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -413178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -413178.281250 Penalty: 4245.790527
	Iteration 37F: 3 clusters Score -413178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Entering Unmasked Estep 
Score: -1739630.000000 Penalty: 2467.443359
	Iteration 0F: 2 clusters Score -1739630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1724807.125000 Penalty: 4934.886719
	Iteration 0F: 3 clusters Score -1724807 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1729936.375000 Penalty: 4934.886719
	Iteration 1F: 3 clusters Score -1729936 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1730465.500000 Penalty: 4934.886719
	Iteration 2F: 3 clusters Score -1730466 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1731008.500000 Penalty: 4934.886719
	Iteration 3F: 3 clusters Score -1731008 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1731580.125000 Penalty: 4934.886719
	Iteration 4F: 3 clusters Score -1731580 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1732179.125000 Penalty: 4934.886719
	Iteration 5F: 3 clusters Score -1732179 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1732869.125000 Penalty: 4934.886719
	Iteration 6F: 3 clusters Score -1732869 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1733777.750000 Penalty: 4934.886719
	Iteration 7F: 3 clusters Score -1733778 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1734750.375000 Penalty: 4934.886719
	Iteration 8F: 3 clusters Score -1734750 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1735867.000000 Penalty: 4934.886719
	Iteration 9F: 3 clusters Score -1735867 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1736845.500000 Penalty: 4934.886719
	Iteration 10F: 3 clusters Score -1736846 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1737507.750000 Penalty: 4934.886719
	Iteration 11Q: 3 clusters Score -1737508 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1737950.375000 Penalty: 4934.886719
	Iteration 12Q: 3 clusters Score -1737950 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1738258.000000 Penalty: 4934.886719
	Iteration 13Q: 3 clusters Score -1738258 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1738455.375000 Penalty: 4934.886719
	Iteration 14Q: 3 clusters Score -1738455 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1738580.000000 Penalty: 4934.886719
	Iteration 15Q: 3 clusters Score -1738580 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1738648.250000 Penalty: 4934.886719
	Iteration 16Q: 3 clusters Score -1738648 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1738700.375000 Penalty: 4934.886719
	Iteration 17Q: 3 clusters Score -1738700 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1738726.625000 Penalty: 4934.886719
	Iteration 18Q: 3 clusters Score -1738727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1738742.000000 Penalty: 4934.886719
	Iteration 19Q: 3 clusters Score -1738742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1738766.750000 Penalty: 4934.886719
	Iteration 20F: 3 clusters Score -1738767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1738780.125000 Penalty: 4934.886719
	Iteration 21Q: 3 clusters Score -1738780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1738797.125000 Penalty: 4934.886719
	Iteration 22Q: 3 clusters Score -1738797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1738817.500000 Penalty: 4934.886719
	Iteration 23Q: 3 clusters Score -1738818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1738841.750000 Penalty: 4934.886719
	Iteration 24Q: 3 clusters Score -1738842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1738873.750000 Penalty: 4934.886719
	Iteration 25Q: 3 clusters Score -1738874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1738907.375000 Penalty: 4934.886719
	Iteration 26Q: 3 clusters Score -1738907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1738936.375000 Penalty: 4934.886719
	Iteration 27Q: 3 clusters Score -1738936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1738971.625000 Penalty: 4934.886719
	Iteration 28Q: 3 clusters Score -1738972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1739028.500000 Penalty: 4934.886719
	Iteration 29Q: 3 clusters Score -1739028 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1739084.875000 Penalty: 4934.886719
	Iteration 30Q: 3 clusters Score -1739085 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1739128.000000 Penalty: 4934.886719
	Iteration 31Q: 3 clusters Score -1739128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1739176.500000 Penalty: 4934.886719
	Iteration 32Q: 3 clusters Score -1739176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1739194.250000 Penalty: 4934.886719
	Iteration 33Q: 3 clusters Score -1739194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1739209.000000 Penalty: 4934.886719
	Iteration 34Q: 3 clusters Score -1739209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1739222.250000 Penalty: 4934.886719
	Iteration 35Q: 3 clusters Score -1739222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1739234.625000 Penalty: 4934.886719
	Iteration 36Q: 3 clusters Score -1739235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1739239.500000 Penalty: 4934.886719
	Iteration 37Q: 3 clusters Score -1739240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1739239.250000 Penalty: 4934.886719
	Iteration 38Q: 3 clusters Score -1739239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1739242.500000 Penalty: 4934.886719
	Iteration 39Q: 3 clusters Score -1739242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1739245.250000 Penalty: 4934.886719
	Iteration 40F: 3 clusters Score -1739245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1739244.250000 Penalty: 4934.886719
	Iteration 41Q: 3 clusters Score -1739244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1739246.625000 Penalty: 4934.886719
	Iteration 42Q: 3 clusters Score -1739247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1739248.375000 Penalty: 4934.886719
	Iteration 43Q: 3 clusters Score -1739248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1739249.000000 Penalty: 4934.886719
	Iteration 44Q: 3 clusters Score -1739249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1739252.375000 Penalty: 4934.886719
	Iteration 45Q: 3 clusters Score -1739252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1739252.000000 Penalty: 4934.886719
	Iteration 46Q: 3 clusters Score -1739252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1739252.125000 Penalty: 4934.886719
	Iteration 47Q: 3 clusters Score -1739252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1739253.125000 Penalty: 4934.886719
	Iteration 48Q: 3 clusters Score -1739253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1739254.875000 Penalty: 4934.886719
	Iteration 49Q: 3 clusters Score -1739255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1739255.250000 Penalty: 4934.886719
	Iteration 50Q: 3 clusters Score -1739255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1739255.250000 Penalty: 4934.886719
	Iteration 51F: 3 clusters Score -1739255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Entering Unmasked Estep 
Score: -4470457.500000 Penalty: 2710.033936
	Iteration 0F: 2 clusters Score -4470458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4433199.000000 Penalty: 5420.067871
	Iteration 0F: 3 clusters Score -4433199 nChanged 25653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4447294.500000 Penalty: 5420.067871
	Iteration 1F: 3 clusters Score -4447294 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4447907.500000 Penalty: 5420.067871
	Iteration 2Q: 3 clusters Score -4447908 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4448529.000000 Penalty: 5420.067871
	Iteration 3Q: 3 clusters Score -4448529 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -4449147.500000 Penalty: 5420.067871
	Iteration 4Q: 3 clusters Score -4449148 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -4449901.500000 Penalty: 5420.067871
	Iteration 5Q: 3 clusters Score -4449902 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -4450780.500000 Penalty: 5420.067871
	Iteration 6Q: 3 clusters Score -4450780 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4451903.500000 Penalty: 5420.067871
	Iteration 7Q: 3 clusters Score -4451904 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4453144.000000 Penalty: 5420.067871
	Iteration 8Q: 3 clusters Score -4453144 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4454739.500000 Penalty: 5420.067871
	Iteration 9F: 3 clusters Score -4454740 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4456675.000000 Penalty: 5420.067871
	Iteration 10F: 3 clusters Score -4456675 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4458716.000000 Penalty: 5420.067871
	Iteration 11F: 3 clusters Score -4458716 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4460394.500000 Penalty: 5420.067871
	Iteration 12Q: 3 clusters Score -4460394 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4461531.000000 Penalty: 5420.067871
	Iteration 13Q: 3 clusters Score -4461531 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -4462311.000000 Penalty: 5420.067871
	Iteration 14Q: 3 clusters Score -4462311 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4462806.500000 Penalty: 5420.067871
	Iteration 15Q: 3 clusters Score -4462806 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4463159.500000 Penalty: 5420.067871
	Iteration 16Q: 3 clusters Score -4463160 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4463392.500000 Penalty: 5420.067871
	Iteration 17Q: 3 clusters Score -4463392 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4463589.500000 Penalty: 5420.067871
	Iteration 18Q: 3 clusters Score -4463590 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -4463741.500000 Penalty: 5420.067871
	Iteration 19Q: 3 clusters Score -4463742 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4463905.000000 Penalty: 5420.067871
	Iteration 20F: 3 clusters Score -4463905 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4464074.000000 Penalty: 5420.067871
	Iteration 21Q: 3 clusters Score -4464074 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4464223.000000 Penalty: 5420.067871
	Iteration 22Q: 3 clusters Score -4464223 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4464344.500000 Penalty: 5420.067871
	Iteration 23Q: 3 clusters Score -4464344 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4464464.000000 Penalty: 5420.067871
	Iteration 24Q: 3 clusters Score -4464464 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -4464550.000000 Penalty: 5420.067871
	Iteration 25Q: 3 clusters Score -4464550 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -4464672.000000 Penalty: 5420.067871
	Iteration 26Q: 3 clusters Score -4464672 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4464771.500000 Penalty: 5420.067871
	Iteration 27Q: 3 clusters Score -4464772 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4464904.000000 Penalty: 5420.067871
	Iteration 28Q: 3 clusters Score -4464904 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4465063.000000 Penalty: 5420.067871
	Iteration 29Q: 3 clusters Score -4465063 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4465233.500000 Penalty: 5420.067871
	Iteration 30Q: 3 clusters Score -4465234 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4465447.500000 Penalty: 5420.067871
	Iteration 31Q: 3 clusters Score -4465448 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4465636.500000 Penalty: 5420.067871
	Iteration 32Q: 3 clusters Score -4465636 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -4465841.500000 Penalty: 5420.067871
	Iteration 33Q: 3 clusters Score -4465842 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4466128.500000 Penalty: 5420.067871
	Iteration 34Q: 3 clusters Score -4466128 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -4466373.500000 Penalty: 5420.067871
	Iteration 35Q: 3 clusters Score -4466374 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4466653.000000 Penalty: 5420.067871
	Iteration 36Q: 3 clusters Score -4466653 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4466927.000000 Penalty: 5420.067871
	Iteration 37Q: 3 clusters Score -4466927 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4467281.000000 Penalty: 5420.067871
	Iteration 38Q: 3 clusters Score -4467281 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4467645.000000 Penalty: 5420.067871
	Iteration 39Q: 3 clusters Score -4467645 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4467949.000000 Penalty: 5420.067871
	Iteration 40F: 3 clusters Score -4467949 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4468143.000000 Penalty: 5420.067871
	Iteration 41Q: 3 clusters Score -4468143 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4468300.500000 Penalty: 5420.067871
	Iteration 42Q: 3 clusters Score -4468300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4468379.000000 Penalty: 5420.067871
	Iteration 43Q: 3 clusters Score -4468379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4468448.000000 Penalty: 5420.067871
	Iteration 44Q: 3 clusters Score -4468448 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4468501.500000 Penalty: 5420.067871
	Iteration 45Q: 3 clusters Score -4468502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4468580.000000 Penalty: 5420.067871
	Iteration 46Q: 3 clusters Score -4468580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4468659.500000 Penalty: 5420.067871
	Iteration 47Q: 3 clusters Score -4468660 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4468723.000000 Penalty: 5420.067871
	Iteration 48Q: 3 clusters Score -4468723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4468770.500000 Penalty: 5420.067871
	Iteration 49Q: 3 clusters Score -4468770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4468785.500000 Penalty: 5420.067871
	Iteration 50Q: 3 clusters Score -4468786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4468823.500000 Penalty: 5420.067871
	Iteration 51Q: 3 clusters Score -4468824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4468837.000000 Penalty: 5420.067871
	Iteration 52Q: 3 clusters Score -4468837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4468858.500000 Penalty: 5420.067871
	Iteration 53Q: 3 clusters Score -4468858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4468889.000000 Penalty: 5420.067871
	Iteration 54Q: 3 clusters Score -4468889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4468897.000000 Penalty: 5420.067871
	Iteration 55Q: 3 clusters Score -4468897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4468907.500000 Penalty: 5420.067871
	Iteration 56Q: 3 clusters Score -4468908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4468907.000000 Penalty: 5420.067871
	Iteration 57Q: 3 clusters Score -4468907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4468913.000000 Penalty: 5420.067871
	Iteration 58Q: 3 clusters Score -4468913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4468918.000000 Penalty: 5420.067871
	Iteration 59Q: 3 clusters Score -4468918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4468928.500000 Penalty: 5420.067871
	Iteration 60F: 3 clusters Score -4468928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4468930.000000 Penalty: 5420.067871
	Iteration 61Q: 3 clusters Score -4468930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4468929.500000 Penalty: 5420.067871
	Iteration 62Q: 3 clusters Score -4468930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4468925.000000 Penalty: 5420.067871
	Iteration 63Q: 3 clusters Score -4468925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4468921.500000 Penalty: 5420.067871
	Iteration 64Q: 3 clusters Score -4468922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4468929.000000 Penalty: 5420.067871
	Iteration 65Q: 3 clusters Score -4468929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4468934.500000 Penalty: 5420.067871
	Iteration 66Q: 3 clusters Score -4468934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4468932.000000 Penalty: 5420.067871
	Iteration 67Q: 3 clusters Score -4468932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4468934.000000 Penalty: 5420.067871
	Iteration 68Q: 3 clusters Score -4468934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4468933.000000 Penalty: 5420.067871
	Iteration 69Q: 3 clusters Score -4468933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4468933.000000 Penalty: 5420.067871
	Iteration 70F: 3 clusters Score -4468933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -53098.542969 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -53098.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51432.710938 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -51432.71 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51621.984375 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -51621.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51680.328125 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -51680.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51697.324219 Penalty: 3217.891357
	Iteration 3Q: 3 clusters Score -51697.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51712.585938 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -51712.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51721.468750 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -51721.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51730.289062 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -51730.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51733.855469 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -51733.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51733.855469 Penalty: 3217.891357
	Iteration 8F: 3 clusters Score -51733.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -119018.968750 Penalty: 1895.940063
	Iteration 0F: 2 clusters Score -119019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -116421.843750 Penalty: 3791.880127
	Iteration 0F: 3 clusters Score -116421.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -117327.242188 Penalty: 3791.880127
	Iteration 1F: 3 clusters Score -117327.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -117904.765625 Penalty: 3791.880127
	Iteration 2F: 3 clusters Score -117904.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -118320.140625 Penalty: 3791.880127
	Iteration 3F: 3 clusters Score -118320.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -118536.460938 Penalty: 3791.880127
	Iteration 4F: 3 clusters Score -118536.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -118686.132812 Penalty: 3791.880127
	Iteration 5Q: 3 clusters Score -118686.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -118810.632812 Penalty: 3791.880127
	Iteration 6Q: 3 clusters Score -118810.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -118924.734375 Penalty: 3791.880127
	Iteration 7Q: 3 clusters Score -118924.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -119054.718750 Penalty: 3791.880127
	Iteration 8Q: 3 clusters Score -119054.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -119179.031250 Penalty: 3791.880127
	Iteration 9Q: 3 clusters Score -119179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -119270.437500 Penalty: 3791.880127
	Iteration 10Q: 3 clusters Score -119270.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -119365.070312 Penalty: 3791.880127
	Iteration 11Q: 3 clusters Score -119365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -119399.312500 Penalty: 3791.880127
	Iteration 12Q: 3 clusters Score -119399.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -119407.281250 Penalty: 3791.880127
	Iteration 13Q: 3 clusters Score -119407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -119411.914062 Penalty: 3791.880127
	Iteration 14Q: 3 clusters Score -119411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -119415.500000 Penalty: 3791.880127
	Iteration 15Q: 3 clusters Score -119415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -119417.351562 Penalty: 3791.880127
	Iteration 16Q: 3 clusters Score -119417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -119423.070312 Penalty: 3791.880127
	Iteration 17Q: 3 clusters Score -119423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -119423.070312 Penalty: 3791.880127
	Iteration 18F: 3 clusters Score -119423.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8076 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 52 contains 2138 members 
Mstep: Class 53 contains 2656 members 
Mstep: Class 54 contains 6532 members 
Mstep: Class 55 contains 1113 members 
Entering Unmasked Estep 
Score: -51168548.000000 Penalty: 182728.750000
Splitting cluster 17 changes total score from -51169392.000000 to -51168548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Entering Unmasked Estep 
Score: -1379200.375000 Penalty: 2411.552490
	Iteration 0F: 2 clusters Score -1379200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1367231.750000 Penalty: 4823.104980
	Iteration 0F: 3 clusters Score -1367232 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1371066.125000 Penalty: 4823.104980
	Iteration 1F: 3 clusters Score -1371066 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1371423.875000 Penalty: 4823.104980
	Iteration 2F: 3 clusters Score -1371424 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1371732.375000 Penalty: 4823.104980
	Iteration 3Q: 3 clusters Score -1371732 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1371969.875000 Penalty: 4823.104980
	Iteration 4Q: 3 clusters Score -1371970 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1372188.250000 Penalty: 4823.104980
	Iteration 5Q: 3 clusters Score -1372188 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1372378.750000 Penalty: 4823.104980
	Iteration 6Q: 3 clusters Score -1372379 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1372579.750000 Penalty: 4823.104980
	Iteration 7Q: 3 clusters Score -1372580 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1372780.500000 Penalty: 4823.104980
	Iteration 8Q: 3 clusters Score -1372780 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1372996.125000 Penalty: 4823.104980
	Iteration 9Q: 3 clusters Score -1372996 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1373236.125000 Penalty: 4823.104980
	Iteration 10Q: 3 clusters Score -1373236 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1373516.000000 Penalty: 4823.104980
	Iteration 11Q: 3 clusters Score -1373516 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1373859.500000 Penalty: 4823.104980
	Iteration 12Q: 3 clusters Score -1373860 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1374258.250000 Penalty: 4823.104980
	Iteration 13Q: 3 clusters Score -1374258 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1374702.750000 Penalty: 4823.104980
	Iteration 14Q: 3 clusters Score -1374703 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1375216.875000 Penalty: 4823.104980
	Iteration 15Q: 3 clusters Score -1375217 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1375679.250000 Penalty: 4823.104980
	Iteration 16Q: 3 clusters Score -1375679 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1376046.875000 Penalty: 4823.104980
	Iteration 17Q: 3 clusters Score -1376047 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1376363.875000 Penalty: 4823.104980
	Iteration 18Q: 3 clusters Score -1376364 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1376589.125000 Penalty: 4823.104980
	Iteration 19Q: 3 clusters Score -1376589 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1376776.125000 Penalty: 4823.104980
	Iteration 20F: 3 clusters Score -1376776 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1376933.000000 Penalty: 4823.104980
	Iteration 21Q: 3 clusters Score -1376933 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1377035.625000 Penalty: 4823.104980
	Iteration 22Q: 3 clusters Score -1377036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1377116.750000 Penalty: 4823.104980
	Iteration 23Q: 3 clusters Score -1377117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1377180.125000 Penalty: 4823.104980
	Iteration 24Q: 3 clusters Score -1377180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1377234.250000 Penalty: 4823.104980
	Iteration 25Q: 3 clusters Score -1377234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1377289.250000 Penalty: 4823.104980
	Iteration 26Q: 3 clusters Score -1377289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1377325.125000 Penalty: 4823.104980
	Iteration 27Q: 3 clusters Score -1377325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1377357.875000 Penalty: 4823.104980
	Iteration 28Q: 3 clusters Score -1377358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1377394.500000 Penalty: 4823.104980
	Iteration 29Q: 3 clusters Score -1377394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1377417.000000 Penalty: 4823.104980
	Iteration 30Q: 3 clusters Score -1377417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1377430.375000 Penalty: 4823.104980
	Iteration 31Q: 3 clusters Score -1377430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1377446.250000 Penalty: 4823.104980
	Iteration 32Q: 3 clusters Score -1377446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1377454.750000 Penalty: 4823.104980
	Iteration 33Q: 3 clusters Score -1377455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1377467.625000 Penalty: 4823.104980
	Iteration 34Q: 3 clusters Score -1377468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1377470.375000 Penalty: 4823.104980
	Iteration 35Q: 3 clusters Score -1377470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1377473.625000 Penalty: 4823.104980
	Iteration 36Q: 3 clusters Score -1377474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1377476.125000 Penalty: 4823.104980
	Iteration 37Q: 3 clusters Score -1377476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1377479.625000 Penalty: 4823.104980
	Iteration 38Q: 3 clusters Score -1377480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1377487.625000 Penalty: 4823.104980
	Iteration 39Q: 3 clusters Score -1377488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1377490.375000 Penalty: 4823.104980
	Iteration 40F: 3 clusters Score -1377490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1377492.625000 Penalty: 4823.104980
	Iteration 41Q: 3 clusters Score -1377493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1377498.125000 Penalty: 4823.104980
	Iteration 42Q: 3 clusters Score -1377498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1377500.750000 Penalty: 4823.104980
	Iteration 43Q: 3 clusters Score -1377501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1377501.375000 Penalty: 4823.104980
	Iteration 44Q: 3 clusters Score -1377501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1377502.875000 Penalty: 4823.104980
	Iteration 45Q: 3 clusters Score -1377503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1377506.500000 Penalty: 4823.104980
	Iteration 46Q: 3 clusters Score -1377506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1377510.875000 Penalty: 4823.104980
	Iteration 47Q: 3 clusters Score -1377511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1377515.125000 Penalty: 4823.104980
	Iteration 48Q: 3 clusters Score -1377515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1377515.500000 Penalty: 4823.104980
	Iteration 49Q: 3 clusters Score -1377516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1377519.625000 Penalty: 4823.104980
	Iteration 50Q: 3 clusters Score -1377520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1377521.000000 Penalty: 4823.104980
	Iteration 51Q: 3 clusters Score -1377521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1377522.000000 Penalty: 4823.104980
	Iteration 52Q: 3 clusters Score -1377522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1377523.625000 Penalty: 4823.104980
	Iteration 53Q: 3 clusters Score -1377524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1377525.375000 Penalty: 4823.104980
	Iteration 54Q: 3 clusters Score -1377525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1377526.875000 Penalty: 4823.104980
	Iteration 55Q: 3 clusters Score -1377527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1377529.625000 Penalty: 4823.104980
	Iteration 56Q: 3 clusters Score -1377530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1377529.125000 Penalty: 4823.104980
	Iteration 57Q: 3 clusters Score -1377529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1377530.000000 Penalty: 4823.104980
	Iteration 58Q: 3 clusters Score -1377530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1377530.250000 Penalty: 4823.104980
	Iteration 59Q: 3 clusters Score -1377530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1377530.250000 Penalty: 4823.104980
	Iteration 60F: 3 clusters Score -1377530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Entering Unmasked Estep 
Score: -4654745.500000 Penalty: 2715.512695
	Iteration 0F: 2 clusters Score -4654746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4616331.500000 Penalty: 5431.025391
	Iteration 0F: 3 clusters Score -4616332 nChanged 26584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4630996.500000 Penalty: 5431.025391
	Iteration 1F: 3 clusters Score -4630996 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4631513.500000 Penalty: 5431.025391
	Iteration 2Q: 3 clusters Score -4631514 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -4631946.000000 Penalty: 5431.025391
	Iteration 3Q: 3 clusters Score -4631946 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4632381.000000 Penalty: 5431.025391
	Iteration 4Q: 3 clusters Score -4632381 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4632778.500000 Penalty: 5431.025391
	Iteration 5Q: 3 clusters Score -4632778 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4633173.500000 Penalty: 5431.025391
	Iteration 6Q: 3 clusters Score -4633174 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4633674.500000 Penalty: 5431.025391
	Iteration 7Q: 3 clusters Score -4633674 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -4634329.500000 Penalty: 5431.025391
	Iteration 8Q: 3 clusters Score -4634330 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -4635227.500000 Penalty: 5431.025391
	Iteration 9Q: 3 clusters Score -4635228 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4636475.000000 Penalty: 5431.025391
	Iteration 10Q: 3 clusters Score -4636475 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4638261.000000 Penalty: 5431.025391
	Iteration 11Q: 3 clusters Score -4638261 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4640420.500000 Penalty: 5431.025391
	Iteration 12F: 3 clusters Score -4640420 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4642579.000000 Penalty: 5431.025391
	Iteration 13F: 3 clusters Score -4642579 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4644468.500000 Penalty: 5431.025391
	Iteration 14Q: 3 clusters Score -4644468 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4645749.500000 Penalty: 5431.025391
	Iteration 15Q: 3 clusters Score -4645750 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4646584.000000 Penalty: 5431.025391
	Iteration 16Q: 3 clusters Score -4646584 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4647081.500000 Penalty: 5431.025391
	Iteration 17Q: 3 clusters Score -4647082 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4647494.500000 Penalty: 5431.025391
	Iteration 18Q: 3 clusters Score -4647494 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -4647809.000000 Penalty: 5431.025391
	Iteration 19Q: 3 clusters Score -4647809 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4648147.500000 Penalty: 5431.025391
	Iteration 20F: 3 clusters Score -4648148 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4648429.000000 Penalty: 5431.025391
	Iteration 21Q: 3 clusters Score -4648429 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -4648702.500000 Penalty: 5431.025391
	Iteration 22Q: 3 clusters Score -4648702 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4648966.000000 Penalty: 5431.025391
	Iteration 23Q: 3 clusters Score -4648966 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4649252.500000 Penalty: 5431.025391
	Iteration 24Q: 3 clusters Score -4649252 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4649500.500000 Penalty: 5431.025391
	Iteration 25Q: 3 clusters Score -4649500 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -4649774.000000 Penalty: 5431.025391
	Iteration 26Q: 3 clusters Score -4649774 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -4650049.000000 Penalty: 5431.025391
	Iteration 27Q: 3 clusters Score -4650049 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -4650276.500000 Penalty: 5431.025391
	Iteration 28Q: 3 clusters Score -4650276 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4650522.000000 Penalty: 5431.025391
	Iteration 29Q: 3 clusters Score -4650522 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4650758.500000 Penalty: 5431.025391
	Iteration 30Q: 3 clusters Score -4650758 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4651014.500000 Penalty: 5431.025391
	Iteration 31Q: 3 clusters Score -4651014 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4651201.000000 Penalty: 5431.025391
	Iteration 32Q: 3 clusters Score -4651201 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4651371.000000 Penalty: 5431.025391
	Iteration 33Q: 3 clusters Score -4651371 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4651523.000000 Penalty: 5431.025391
	Iteration 34Q: 3 clusters Score -4651523 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4651686.500000 Penalty: 5431.025391
	Iteration 35Q: 3 clusters Score -4651686 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4651801.500000 Penalty: 5431.025391
	Iteration 36Q: 3 clusters Score -4651802 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4651893.500000 Penalty: 5431.025391
	Iteration 37Q: 3 clusters Score -4651894 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4651950.000000 Penalty: 5431.025391
	Iteration 38Q: 3 clusters Score -4651950 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4652014.000000 Penalty: 5431.025391
	Iteration 39Q: 3 clusters Score -4652014 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4652077.500000 Penalty: 5431.025391
	Iteration 40F: 3 clusters Score -4652078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4652105.000000 Penalty: 5431.025391
	Iteration 41Q: 3 clusters Score -4652105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4652153.000000 Penalty: 5431.025391
	Iteration 42Q: 3 clusters Score -4652153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4652170.500000 Penalty: 5431.025391
	Iteration 43Q: 3 clusters Score -4652170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4652184.000000 Penalty: 5431.025391
	Iteration 44Q: 3 clusters Score -4652184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4652204.500000 Penalty: 5431.025391
	Iteration 45Q: 3 clusters Score -4652204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4652233.000000 Penalty: 5431.025391
	Iteration 46Q: 3 clusters Score -4652233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4652252.500000 Penalty: 5431.025391
	Iteration 47Q: 3 clusters Score -4652252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4652267.500000 Penalty: 5431.025391
	Iteration 48Q: 3 clusters Score -4652268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4652274.500000 Penalty: 5431.025391
	Iteration 49Q: 3 clusters Score -4652274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4652290.000000 Penalty: 5431.025391
	Iteration 50Q: 3 clusters Score -4652290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4652307.000000 Penalty: 5431.025391
	Iteration 51Q: 3 clusters Score -4652307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4652338.000000 Penalty: 5431.025391
	Iteration 52Q: 3 clusters Score -4652338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4652352.000000 Penalty: 5431.025391
	Iteration 53Q: 3 clusters Score -4652352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4652375.000000 Penalty: 5431.025391
	Iteration 54Q: 3 clusters Score -4652375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4652379.000000 Penalty: 5431.025391
	Iteration 55Q: 3 clusters Score -4652379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4652386.000000 Penalty: 5431.025391
	Iteration 56Q: 3 clusters Score -4652386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4652388.000000 Penalty: 5431.025391
	Iteration 57Q: 3 clusters Score -4652388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4652393.500000 Penalty: 5431.025391
	Iteration 58Q: 3 clusters Score -4652394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4652399.500000 Penalty: 5431.025391
	Iteration 59Q: 3 clusters Score -4652400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4652403.500000 Penalty: 5431.025391
	Iteration 60F: 3 clusters Score -4652404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4652417.500000 Penalty: 5431.025391
	Iteration 61Q: 3 clusters Score -4652418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4652423.000000 Penalty: 5431.025391
	Iteration 62Q: 3 clusters Score -4652423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4652422.000000 Penalty: 5431.025391
	Iteration 63Q: 3 clusters Score -4652422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4652437.500000 Penalty: 5431.025391
	Iteration 64Q: 3 clusters Score -4652438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4652444.000000 Penalty: 5431.025391
	Iteration 65Q: 3 clusters Score -4652444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4652450.500000 Penalty: 5431.025391
	Iteration 66Q: 3 clusters Score -4652450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4652445.000000 Penalty: 5431.025391
	Iteration 67Q: 3 clusters Score -4652445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4652450.000000 Penalty: 5431.025391
	Iteration 68Q: 3 clusters Score -4652450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4652459.500000 Penalty: 5431.025391
	Iteration 69Q: 3 clusters Score -4652460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4652475.000000 Penalty: 5431.025391
	Iteration 70Q: 3 clusters Score -4652475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4652474.000000 Penalty: 5431.025391
	Iteration 71Q: 3 clusters Score -4652474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4652477.000000 Penalty: 5431.025391
	Iteration 72Q: 3 clusters Score -4652477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4652489.000000 Penalty: 5431.025391
	Iteration 73Q: 3 clusters Score -4652489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4652496.000000 Penalty: 5431.025391
	Iteration 74Q: 3 clusters Score -4652496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4652490.500000 Penalty: 5431.025391
	Iteration 75Q: 3 clusters Score -4652490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4652494.000000 Penalty: 5431.025391
	Iteration 76Q: 3 clusters Score -4652494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4652500.500000 Penalty: 5431.025391
	Iteration 77Q: 3 clusters Score -4652500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4652504.500000 Penalty: 5431.025391
	Iteration 78Q: 3 clusters Score -4652504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4652504.000000 Penalty: 5431.025391
	Iteration 79Q: 3 clusters Score -4652504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4652501.000000 Penalty: 5431.025391
	Iteration 80F: 3 clusters Score -4652501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4652507.500000 Penalty: 5431.025391
	Iteration 81Q: 3 clusters Score -4652508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4652508.000000 Penalty: 5431.025391
	Iteration 82Q: 3 clusters Score -4652508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4652507.500000 Penalty: 5431.025391
	Iteration 83Q: 3 clusters Score -4652508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4652514.500000 Penalty: 5431.025391
	Iteration 84Q: 3 clusters Score -4652514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4652525.000000 Penalty: 5431.025391
	Iteration 85Q: 3 clusters Score -4652525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4652532.000000 Penalty: 5431.025391
	Iteration 86Q: 3 clusters Score -4652532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4652531.500000 Penalty: 5431.025391
	Iteration 87Q: 3 clusters Score -4652532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4652527.000000 Penalty: 5431.025391
	Iteration 88Q: 3 clusters Score -4652527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4652528.500000 Penalty: 5431.025391
	Iteration 89Q: 3 clusters Score -4652528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4652527.000000 Penalty: 5431.025391
	Iteration 90Q: 3 clusters Score -4652527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4652530.000000 Penalty: 5431.025391
	Iteration 91Q: 3 clusters Score -4652530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4652529.000000 Penalty: 5431.025391
	Iteration 92Q: 3 clusters Score -4652529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4652531.500000 Penalty: 5431.025391
	Iteration 93Q: 3 clusters Score -4652532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4652536.500000 Penalty: 5431.025391
	Iteration 94Q: 3 clusters Score -4652536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4652536.500000 Penalty: 5431.025391
	Iteration 95F: 3 clusters Score -4652536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -267356.906250 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -267356.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -263899.062500 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -263899.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -264864.687500 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -264864.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -265169.687500 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -265169.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -265393.031250 Penalty: 4032.509277
	Iteration 3F: 3 clusters Score -265393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -265577.875000 Penalty: 4032.509277
	Iteration 4F: 3 clusters Score -265577.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -265746.593750 Penalty: 4032.509277
	Iteration 5Q: 3 clusters Score -265746.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -265919.812500 Penalty: 4032.509277
	Iteration 6Q: 3 clusters Score -265919.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -266099.750000 Penalty: 4032.509277
	Iteration 7Q: 3 clusters Score -266099.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -266242.031250 Penalty: 4032.509277
	Iteration 8Q: 3 clusters Score -266242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -266357.343750 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -266357.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266454.343750 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -266454.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -266526.531250 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -266526.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -266589.937500 Penalty: 4032.509277
	Iteration 12Q: 3 clusters Score -266589.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -266657.781250 Penalty: 4032.509277
	Iteration 13Q: 3 clusters Score -266657.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -266739.062500 Penalty: 4032.509277
	Iteration 14Q: 3 clusters Score -266739.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -266851.531250 Penalty: 4032.509277
	Iteration 15Q: 3 clusters Score -266851.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -266996.906250 Penalty: 4032.509277
	Iteration 16Q: 3 clusters Score -266996.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -267123.093750 Penalty: 4032.509277
	Iteration 17Q: 3 clusters Score -267123.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -267236.906250 Penalty: 4032.509277
	Iteration 18Q: 3 clusters Score -267236.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267334.281250 Penalty: 4032.509277
	Iteration 19Q: 3 clusters Score -267334.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267399.656250 Penalty: 4032.509277
	Iteration 20F: 3 clusters Score -267399.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -267435.750000 Penalty: 4032.509277
	Iteration 21Q: 3 clusters Score -267435.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -267457.562500 Penalty: 4032.509277
	Iteration 22Q: 3 clusters Score -267457.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -267470.656250 Penalty: 4032.509277
	Iteration 23Q: 3 clusters Score -267470.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -267483.937500 Penalty: 4032.509277
	Iteration 24Q: 3 clusters Score -267483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -267491.656250 Penalty: 4032.509277
	Iteration 25Q: 3 clusters Score -267491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -267496.218750 Penalty: 4032.509277
	Iteration 26Q: 3 clusters Score -267496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267498.375000 Penalty: 4032.509277
	Iteration 27Q: 3 clusters Score -267498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -267500.906250 Penalty: 4032.509277
	Iteration 28Q: 3 clusters Score -267500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -267507.031250 Penalty: 4032.509277
	Iteration 29Q: 3 clusters Score -267507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -267513.250000 Penalty: 4032.509277
	Iteration 30Q: 3 clusters Score -267513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -267514.593750 Penalty: 4032.509277
	Iteration 31Q: 3 clusters Score -267514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -267514.781250 Penalty: 4032.509277
	Iteration 32Q: 3 clusters Score -267514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -267516.218750 Penalty: 4032.509277
	Iteration 33Q: 3 clusters Score -267516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -267516.218750 Penalty: 4032.509277
	Iteration 34F: 3 clusters Score -267516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8076 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 52 contains 2138 members 
Mstep: Class 53 contains 2656 members 
Mstep: Class 54 contains 6532 members 
Mstep: Class 55 contains 1596 members 
Entering Unmasked Estep 
Score: -51168360.000000 Penalty: 182728.750000
Splitting cluster 20 changes total score from -51169392.000000 to -51168360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -135024.843750 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -135024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -132604.031250 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -132604 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -133045.000000 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -133045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133157.546875 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -133157.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -133227.375000 Penalty: 3689.146484
	Iteration 3Q: 3 clusters Score -133227.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -133266.484375 Penalty: 3689.146484
	Iteration 4Q: 3 clusters Score -133266.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -133302.187500 Penalty: 3689.146484
	Iteration 5Q: 3 clusters Score -133302.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -133337.421875 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -133337.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -133375.250000 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -133375.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133414.250000 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -133414.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133444.406250 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -133444.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -133468.296875 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -133468.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133485.468750 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -133485.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -133498.406250 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -133498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -133508.703125 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -133508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -133518.484375 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -133518.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -133521.234375 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -133521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -133522.656250 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -133522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -133523.171875 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -133523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -133525.546875 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -133525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -133526.531250 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -133526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -133530.015625 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -133530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -133532.687500 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -133532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133538.718750 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -133538.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -133550.656250 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -133550.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -133558.187500 Penalty: 3689.146484
	Iteration 24Q: 3 clusters Score -133558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -133561.078125 Penalty: 3689.146484
	Iteration 25Q: 3 clusters Score -133561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133563.078125 Penalty: 3689.146484
	Iteration 26Q: 3 clusters Score -133563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133563.875000 Penalty: 3689.146484
	Iteration 27Q: 3 clusters Score -133563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -133564.078125 Penalty: 3689.146484
	Iteration 28Q: 3 clusters Score -133564.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -133564.078125 Penalty: 3689.146484
	Iteration 29F: 3 clusters Score -133564.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -110071.625000 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -110071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -107760.109375 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -107760.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -108231.984375 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -108232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -108416.625000 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -108416.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -108590.132812 Penalty: 3669.494385
	Iteration 3F: 3 clusters Score -108590.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -108725.734375 Penalty: 3669.494385
	Iteration 4F: 3 clusters Score -108725.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -108847.382812 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -108847.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -108926.906250 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -108926.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109010.867188 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -109010.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -109070.421875 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -109070.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109108.406250 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -109108.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -109140.125000 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -109140.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109178.890625 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -109178.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -109224.867188 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -109224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109281.507812 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -109281.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -109313.710938 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -109313.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109349.953125 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -109350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -109367.656250 Penalty: 3669.494385
	Iteration 16Q: 3 clusters Score -109367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -109380.820312 Penalty: 3669.494385
	Iteration 17Q: 3 clusters Score -109380.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -109386.117188 Penalty: 3669.494385
	Iteration 18Q: 3 clusters Score -109386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109388.257812 Penalty: 3669.494385
	Iteration 19Q: 3 clusters Score -109388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -109389.195312 Penalty: 3669.494385
	Iteration 20F: 3 clusters Score -109389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109390.312500 Penalty: 3669.494385
	Iteration 21Q: 3 clusters Score -109390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -109390.312500 Penalty: 3669.494385
	Iteration 22F: 3 clusters Score -109390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115344.046875 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115344 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -115858.546875 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115858.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -116037.054688 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -116037.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -116153.140625 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -116153.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -116286.273438 Penalty: 3631.965088
	Iteration 4F: 3 clusters Score -116286.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -116391.882812 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -116391.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -116612.101562 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -116612.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -117050.257812 Penalty: 3631.965088
	Iteration 7F: 3 clusters Score -117050.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -117319.406250 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -117319.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -117387.929688 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -117387.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -117425.210938 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -117425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -117439.859375 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -117439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -117450.656250 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -117450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -117459.625000 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -117459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -117471.164062 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -117471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -117476.781250 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -117476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -117480.062500 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -117480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -117480.062500 Penalty: 3631.965088
	Iteration 17F: 3 clusters Score -117480.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Entering Unmasked Estep 
Score: -5096366.500000 Penalty: 2733.553223
	Iteration 0F: 2 clusters Score -5096366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5055378.000000 Penalty: 5467.106445
	Iteration 0F: 3 clusters Score -5055378 nChanged 28506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -5071506.000000 Penalty: 5467.106445
	Iteration 1F: 3 clusters Score -5071506 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -5072291.500000 Penalty: 5467.106445
	Iteration 2Q: 3 clusters Score -5072292 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -5073307.000000 Penalty: 5467.106445
	Iteration 3Q: 3 clusters Score -5073307 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5074565.000000 Penalty: 5467.106445
	Iteration 4Q: 3 clusters Score -5074565 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5076273.500000 Penalty: 5467.106445
	Iteration 5F: 3 clusters Score -5076274 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5078697.000000 Penalty: 5467.106445
	Iteration 6F: 3 clusters Score -5078697 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5081723.000000 Penalty: 5467.106445
	Iteration 7F: 3 clusters Score -5081723 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -5085137.000000 Penalty: 5467.106445
	Iteration 8F: 3 clusters Score -5085137 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -5088225.000000 Penalty: 5467.106445
	Iteration 9F: 3 clusters Score -5088225 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -5090496.500000 Penalty: 5467.106445
	Iteration 10Q: 3 clusters Score -5090496 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -5092005.500000 Penalty: 5467.106445
	Iteration 11Q: 3 clusters Score -5092006 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -5092951.000000 Penalty: 5467.106445
	Iteration 12Q: 3 clusters Score -5092951 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -5093489.000000 Penalty: 5467.106445
	Iteration 13Q: 3 clusters Score -5093489 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -5093743.500000 Penalty: 5467.106445
	Iteration 14Q: 3 clusters Score -5093744 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -5093875.500000 Penalty: 5467.106445
	Iteration 15Q: 3 clusters Score -5093876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -5093950.000000 Penalty: 5467.106445
	Iteration 16Q: 3 clusters Score -5093950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -5094009.500000 Penalty: 5467.106445
	Iteration 17Q: 3 clusters Score -5094010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -5094042.000000 Penalty: 5467.106445
	Iteration 18Q: 3 clusters Score -5094042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -5094068.500000 Penalty: 5467.106445
	Iteration 19Q: 3 clusters Score -5094068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -5094099.000000 Penalty: 5467.106445
	Iteration 20F: 3 clusters Score -5094099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -5094103.000000 Penalty: 5467.106445
	Iteration 21Q: 3 clusters Score -5094103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -5094107.000000 Penalty: 5467.106445
	Iteration 22Q: 3 clusters Score -5094107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -5094116.500000 Penalty: 5467.106445
	Iteration 23Q: 3 clusters Score -5094116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -5094122.000000 Penalty: 5467.106445
	Iteration 24Q: 3 clusters Score -5094122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -5094123.000000 Penalty: 5467.106445
	Iteration 25Q: 3 clusters Score -5094123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -5094135.500000 Penalty: 5467.106445
	Iteration 26Q: 3 clusters Score -5094136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -5094136.000000 Penalty: 5467.106445
	Iteration 27Q: 3 clusters Score -5094136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -5094145.500000 Penalty: 5467.106445
	Iteration 28Q: 3 clusters Score -5094146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -5094152.500000 Penalty: 5467.106445
	Iteration 29Q: 3 clusters Score -5094152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -5094151.000000 Penalty: 5467.106445
	Iteration 30Q: 3 clusters Score -5094151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -5094156.500000 Penalty: 5467.106445
	Iteration 31Q: 3 clusters Score -5094156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -5094153.500000 Penalty: 5467.106445
	Iteration 32Q: 3 clusters Score -5094154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -5094150.500000 Penalty: 5467.106445
	Iteration 33Q: 3 clusters Score -5094150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -5094150.500000 Penalty: 5467.106445
	Iteration 34F: 3 clusters Score -5094150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Entering Unmasked Estep 
Score: -875767.000000 Penalty: 2334.696045
	Iteration 0F: 2 clusters Score -875767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -866640.625000 Penalty: 4669.392090
	Iteration 0F: 3 clusters Score -866640.6 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -869918.687500 Penalty: 4669.392090
	Iteration 1F: 3 clusters Score -869918.7 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -870612.000000 Penalty: 4669.392090
	Iteration 2F: 3 clusters Score -870612 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -871215.312500 Penalty: 4669.392090
	Iteration 3F: 3 clusters Score -871215.3 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -871821.125000 Penalty: 4669.392090
	Iteration 4F: 3 clusters Score -871821.1 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -872435.312500 Penalty: 4669.392090
	Iteration 5F: 3 clusters Score -872435.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -872951.875000 Penalty: 4669.392090
	Iteration 6F: 3 clusters Score -872951.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -873354.062500 Penalty: 4669.392090
	Iteration 7Q: 3 clusters Score -873354.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -873663.187500 Penalty: 4669.392090
	Iteration 8Q: 3 clusters Score -873663.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -873897.312500 Penalty: 4669.392090
	Iteration 9Q: 3 clusters Score -873897.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -874132.375000 Penalty: 4669.392090
	Iteration 10Q: 3 clusters Score -874132.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -874328.687500 Penalty: 4669.392090
	Iteration 11Q: 3 clusters Score -874328.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -874481.937500 Penalty: 4669.392090
	Iteration 12Q: 3 clusters Score -874481.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -874628.000000 Penalty: 4669.392090
	Iteration 13Q: 3 clusters Score -874628 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -874764.625000 Penalty: 4669.392090
	Iteration 14Q: 3 clusters Score -874764.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -874864.500000 Penalty: 4669.392090
	Iteration 15Q: 3 clusters Score -874864.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -874941.375000 Penalty: 4669.392090
	Iteration 16Q: 3 clusters Score -874941.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -875001.562500 Penalty: 4669.392090
	Iteration 17Q: 3 clusters Score -875001.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -875052.937500 Penalty: 4669.392090
	Iteration 18Q: 3 clusters Score -875052.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -875096.750000 Penalty: 4669.392090
	Iteration 19Q: 3 clusters Score -875096.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -875124.437500 Penalty: 4669.392090
	Iteration 20F: 3 clusters Score -875124.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -875145.062500 Penalty: 4669.392090
	Iteration 21Q: 3 clusters Score -875145.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -875171.062500 Penalty: 4669.392090
	Iteration 22Q: 3 clusters Score -875171.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -875186.937500 Penalty: 4669.392090
	Iteration 23Q: 3 clusters Score -875186.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -875207.562500 Penalty: 4669.392090
	Iteration 24Q: 3 clusters Score -875207.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -875228.312500 Penalty: 4669.392090
	Iteration 25Q: 3 clusters Score -875228.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -875247.000000 Penalty: 4669.392090
	Iteration 26Q: 3 clusters Score -875247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -875271.250000 Penalty: 4669.392090
	Iteration 27Q: 3 clusters Score -875271.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -875287.125000 Penalty: 4669.392090
	Iteration 28Q: 3 clusters Score -875287.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -875302.625000 Penalty: 4669.392090
	Iteration 29Q: 3 clusters Score -875302.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -875309.312500 Penalty: 4669.392090
	Iteration 30Q: 3 clusters Score -875309.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -875318.250000 Penalty: 4669.392090
	Iteration 31Q: 3 clusters Score -875318.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -875323.000000 Penalty: 4669.392090
	Iteration 32Q: 3 clusters Score -875323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -875326.812500 Penalty: 4669.392090
	Iteration 33Q: 3 clusters Score -875326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -875327.812500 Penalty: 4669.392090
	Iteration 34Q: 3 clusters Score -875327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -875329.750000 Penalty: 4669.392090
	Iteration 35Q: 3 clusters Score -875329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -875329.312500 Penalty: 4669.392090
	Iteration 36Q: 3 clusters Score -875329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -875329.000000 Penalty: 4669.392090
	Iteration 37Q: 3 clusters Score -875329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -875330.625000 Penalty: 4669.392090
	Iteration 38Q: 3 clusters Score -875330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -875330.625000 Penalty: 4669.392090
	Iteration 39Q: 3 clusters Score -875330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -875331.125000 Penalty: 4669.392090
	Iteration 40F: 3 clusters Score -875331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -875330.687500 Penalty: 4669.392090
	Iteration 41Q: 3 clusters Score -875330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -875332.062500 Penalty: 4669.392090
	Iteration 42Q: 3 clusters Score -875332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -875332.062500 Penalty: 4669.392090
	Iteration 43F: 3 clusters Score -875332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Entering Unmasked Estep 
Score: -1318235.250000 Penalty: 2396.835449
	Iteration 0F: 2 clusters Score -1318235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1306923.125000 Penalty: 4793.670898
	Iteration 0F: 3 clusters Score -1306923 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1310513.500000 Penalty: 4793.670898
	Iteration 1F: 3 clusters Score -1310514 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1310997.625000 Penalty: 4793.670898
	Iteration 2F: 3 clusters Score -1310998 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1311491.375000 Penalty: 4793.670898
	Iteration 3F: 3 clusters Score -1311491 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1312078.500000 Penalty: 4793.670898
	Iteration 4F: 3 clusters Score -1312078 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1312743.500000 Penalty: 4793.670898
	Iteration 5F: 3 clusters Score -1312744 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1313436.750000 Penalty: 4793.670898
	Iteration 6F: 3 clusters Score -1313437 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1314069.625000 Penalty: 4793.670898
	Iteration 7F: 3 clusters Score -1314070 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1314633.875000 Penalty: 4793.670898
	Iteration 8Q: 3 clusters Score -1314634 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1315094.375000 Penalty: 4793.670898
	Iteration 9Q: 3 clusters Score -1315094 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1315485.375000 Penalty: 4793.670898
	Iteration 10Q: 3 clusters Score -1315485 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1315816.250000 Penalty: 4793.670898
	Iteration 11Q: 3 clusters Score -1315816 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1316065.875000 Penalty: 4793.670898
	Iteration 12Q: 3 clusters Score -1316066 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1316250.875000 Penalty: 4793.670898
	Iteration 13Q: 3 clusters Score -1316251 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1316397.875000 Penalty: 4793.670898
	Iteration 14Q: 3 clusters Score -1316398 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1316493.250000 Penalty: 4793.670898
	Iteration 15Q: 3 clusters Score -1316493 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1316561.125000 Penalty: 4793.670898
	Iteration 16Q: 3 clusters Score -1316561 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1316610.250000 Penalty: 4793.670898
	Iteration 17Q: 3 clusters Score -1316610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1316630.875000 Penalty: 4793.670898
	Iteration 18Q: 3 clusters Score -1316631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1316646.500000 Penalty: 4793.670898
	Iteration 19Q: 3 clusters Score -1316646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1316663.250000 Penalty: 4793.670898
	Iteration 20F: 3 clusters Score -1316663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1316676.750000 Penalty: 4793.670898
	Iteration 21Q: 3 clusters Score -1316677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1316693.750000 Penalty: 4793.670898
	Iteration 22Q: 3 clusters Score -1316694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1316706.000000 Penalty: 4793.670898
	Iteration 23Q: 3 clusters Score -1316706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1316718.375000 Penalty: 4793.670898
	Iteration 24Q: 3 clusters Score -1316718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1316725.625000 Penalty: 4793.670898
	Iteration 25Q: 3 clusters Score -1316726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1316736.125000 Penalty: 4793.670898
	Iteration 26Q: 3 clusters Score -1316736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1316752.000000 Penalty: 4793.670898
	Iteration 27Q: 3 clusters Score -1316752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1316761.125000 Penalty: 4793.670898
	Iteration 28Q: 3 clusters Score -1316761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1316764.625000 Penalty: 4793.670898
	Iteration 29Q: 3 clusters Score -1316765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1316769.875000 Penalty: 4793.670898
	Iteration 30Q: 3 clusters Score -1316770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1316776.625000 Penalty: 4793.670898
	Iteration 31Q: 3 clusters Score -1316777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1316778.000000 Penalty: 4793.670898
	Iteration 32Q: 3 clusters Score -1316778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1316779.250000 Penalty: 4793.670898
	Iteration 33Q: 3 clusters Score -1316779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1316779.000000 Penalty: 4793.670898
	Iteration 34Q: 3 clusters Score -1316779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1316781.875000 Penalty: 4793.670898
	Iteration 35Q: 3 clusters Score -1316782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1316782.625000 Penalty: 4793.670898
	Iteration 36Q: 3 clusters Score -1316783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1316782.250000 Penalty: 4793.670898
	Iteration 37Q: 3 clusters Score -1316782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1316783.875000 Penalty: 4793.670898
	Iteration 38Q: 3 clusters Score -1316784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1316782.875000 Penalty: 4793.670898
	Iteration 39Q: 3 clusters Score -1316783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1316795.500000 Penalty: 4793.670898
	Iteration 40F: 3 clusters Score -1316796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1316796.500000 Penalty: 4793.670898
	Iteration 41Q: 3 clusters Score -1316796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1316799.375000 Penalty: 4793.670898
	Iteration 42Q: 3 clusters Score -1316799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1316798.500000 Penalty: 4793.670898
	Iteration 43Q: 3 clusters Score -1316798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1316805.250000 Penalty: 4793.670898
	Iteration 44Q: 3 clusters Score -1316805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1316806.125000 Penalty: 4793.670898
	Iteration 45Q: 3 clusters Score -1316806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1316809.625000 Penalty: 4793.670898
	Iteration 46Q: 3 clusters Score -1316810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1316811.375000 Penalty: 4793.670898
	Iteration 47Q: 3 clusters Score -1316811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1316813.250000 Penalty: 4793.670898
	Iteration 48Q: 3 clusters Score -1316813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1316812.000000 Penalty: 4793.670898
	Iteration 49Q: 3 clusters Score -1316812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1316814.000000 Penalty: 4793.670898
	Iteration 50Q: 3 clusters Score -1316814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1316815.875000 Penalty: 4793.670898
	Iteration 51Q: 3 clusters Score -1316816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1316814.500000 Penalty: 4793.670898
	Iteration 52Q: 3 clusters Score -1316814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1316817.750000 Penalty: 4793.670898
	Iteration 53Q: 3 clusters Score -1316818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1316821.000000 Penalty: 4793.670898
	Iteration 54Q: 3 clusters Score -1316821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1316822.125000 Penalty: 4793.670898
	Iteration 55Q: 3 clusters Score -1316822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1316819.750000 Penalty: 4793.670898
	Iteration 56Q: 3 clusters Score -1316820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1316824.375000 Penalty: 4793.670898
	Iteration 57Q: 3 clusters Score -1316824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1316827.625000 Penalty: 4793.670898
	Iteration 58Q: 3 clusters Score -1316828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1316831.500000 Penalty: 4793.670898
	Iteration 59Q: 3 clusters Score -1316832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1316832.250000 Penalty: 4793.670898
	Iteration 60F: 3 clusters Score -1316832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1316832.250000 Penalty: 4793.670898
	Iteration 61Q: 3 clusters Score -1316832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1316833.750000 Penalty: 4793.670898
	Iteration 62Q: 3 clusters Score -1316834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1316836.250000 Penalty: 4793.670898
	Iteration 63Q: 3 clusters Score -1316836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1316835.250000 Penalty: 4793.670898
	Iteration 64Q: 3 clusters Score -1316835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1316833.000000 Penalty: 4793.670898
	Iteration 65Q: 3 clusters Score -1316833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1316833.875000 Penalty: 4793.670898
	Iteration 66Q: 3 clusters Score -1316834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1316833.625000 Penalty: 4793.670898
	Iteration 67Q: 3 clusters Score -1316834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1316832.250000 Penalty: 4793.670898
	Iteration 68Q: 3 clusters Score -1316832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1316832.500000 Penalty: 4793.670898
	Iteration 69Q: 3 clusters Score -1316832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1316832.500000 Penalty: 4793.670898
	Iteration 70F: 3 clusters Score -1316832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -131995.140625 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -131995.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129553.226562 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -129553.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -130039.117188 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -130039.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130260.320312 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -130260.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -130415.031250 Penalty: 3703.532471
	Iteration 3F: 3 clusters Score -130415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -130564.320312 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -130564.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -130689.351562 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -130689.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -130793.343750 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -130793.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -130877.210938 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -130877.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -130977.093750 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -130977.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131072.062500 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -131072.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -131142.765625 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -131142.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -131197.937500 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -131197.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131265.031250 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -131265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131311.781250 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -131311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131330.593750 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -131330.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131346.531250 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -131346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -131354.625000 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -131354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -131364.468750 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -131364.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -131378.843750 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -131378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -131387.265625 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -131387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -131398.359375 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -131398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -131407.218750 Penalty: 3703.532471
	Iteration 21Q: 3 clusters Score -131407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -131414.953125 Penalty: 3703.532471
	Iteration 22Q: 3 clusters Score -131415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -131418.625000 Penalty: 3703.532471
	Iteration 23Q: 3 clusters Score -131418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -131425.140625 Penalty: 3703.532471
	Iteration 24Q: 3 clusters Score -131425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -131431.515625 Penalty: 3703.532471
	Iteration 25Q: 3 clusters Score -131431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -131443.640625 Penalty: 3703.532471
	Iteration 26Q: 3 clusters Score -131443.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -131451.343750 Penalty: 3703.532471
	Iteration 27Q: 3 clusters Score -131451.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131458.281250 Penalty: 3703.532471
	Iteration 28Q: 3 clusters Score -131458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131463.531250 Penalty: 3703.532471
	Iteration 29Q: 3 clusters Score -131463.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -131470.203125 Penalty: 3703.532471
	Iteration 30Q: 3 clusters Score -131470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -131475.281250 Penalty: 3703.532471
	Iteration 31Q: 3 clusters Score -131475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131476.640625 Penalty: 3703.532471
	Iteration 32Q: 3 clusters Score -131476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -131477.468750 Penalty: 3703.532471
	Iteration 33Q: 3 clusters Score -131477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -131477.468750 Penalty: 3703.532471
	Iteration 34F: 3 clusters Score -131477.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -849724.437500 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -849724.4 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 5066 members 
Entering Unmasked Estep 
Score: -841880.000000 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -841880 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -844189.187500 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -844189.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -844594.375000 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -844594.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -844947.625000 Penalty: 4587.066406
	Iteration 3F: 3 clusters Score -844947.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -845330.062500 Penalty: 4587.066406
	Iteration 4F: 3 clusters Score -845330.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -845769.812500 Penalty: 4587.066406
	Iteration 5F: 3 clusters Score -845769.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -846245.187500 Penalty: 4587.066406
	Iteration 6F: 3 clusters Score -846245.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -846693.875000 Penalty: 4587.066406
	Iteration 7F: 3 clusters Score -846693.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -847049.625000 Penalty: 4587.066406
	Iteration 8Q: 3 clusters Score -847049.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -847302.250000 Penalty: 4587.066406
	Iteration 9Q: 3 clusters Score -847302.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -847431.562500 Penalty: 4587.066406
	Iteration 10Q: 3 clusters Score -847431.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -847532.250000 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -847532.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -847601.312500 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -847601.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -847640.250000 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -847640.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -847673.562500 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -847673.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -847699.250000 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -847699.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -847714.187500 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -847714.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -847737.000000 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -847737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -847749.312500 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -847749.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -847755.437500 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -847755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -847763.437500 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -847763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -847770.125000 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -847770.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -847777.312500 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -847777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -847785.250000 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -847785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -847786.500000 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -847786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -847790.125000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -847790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -847792.937500 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -847792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -847794.937500 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -847794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -847794.250000 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -847794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -847794.250000 Penalty: 4587.066406
	Iteration 29F: 3 clusters Score -847794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Entering Unmasked Estep 
Score: -1925984.000000 Penalty: 2481.229980
	Iteration 0F: 2 clusters Score -1925984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1910692.000000 Penalty: 4962.459961
	Iteration 0F: 3 clusters Score -1910692 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1915834.000000 Penalty: 4962.459961
	Iteration 1F: 3 clusters Score -1915834 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1916359.875000 Penalty: 4962.459961
	Iteration 2F: 3 clusters Score -1916360 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1916952.250000 Penalty: 4962.459961
	Iteration 3F: 3 clusters Score -1916952 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1917690.125000 Penalty: 4962.459961
	Iteration 4F: 3 clusters Score -1917690 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1918556.750000 Penalty: 4962.459961
	Iteration 5F: 3 clusters Score -1918557 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1919459.750000 Penalty: 4962.459961
	Iteration 6F: 3 clusters Score -1919460 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1920285.750000 Penalty: 4962.459961
	Iteration 7F: 3 clusters Score -1920286 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1920859.500000 Penalty: 4962.459961
	Iteration 8F: 3 clusters Score -1920860 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1921236.375000 Penalty: 4962.459961
	Iteration 9Q: 3 clusters Score -1921236 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1921459.500000 Penalty: 4962.459961
	Iteration 10Q: 3 clusters Score -1921460 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1921622.750000 Penalty: 4962.459961
	Iteration 11Q: 3 clusters Score -1921623 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1921753.375000 Penalty: 4962.459961
	Iteration 12Q: 3 clusters Score -1921753 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1921851.250000 Penalty: 4962.459961
	Iteration 13Q: 3 clusters Score -1921851 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1921923.875000 Penalty: 4962.459961
	Iteration 14Q: 3 clusters Score -1921924 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1921983.000000 Penalty: 4962.459961
	Iteration 15Q: 3 clusters Score -1921983 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1922038.250000 Penalty: 4962.459961
	Iteration 16Q: 3 clusters Score -1922038 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1922100.375000 Penalty: 4962.459961
	Iteration 17Q: 3 clusters Score -1922100 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1922177.750000 Penalty: 4962.459961
	Iteration 18Q: 3 clusters Score -1922178 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1922256.000000 Penalty: 4962.459961
	Iteration 19Q: 3 clusters Score -1922256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1922351.000000 Penalty: 4962.459961
	Iteration 20F: 3 clusters Score -1922351 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1922449.125000 Penalty: 4962.459961
	Iteration 21Q: 3 clusters Score -1922449 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1922546.375000 Penalty: 4962.459961
	Iteration 22Q: 3 clusters Score -1922546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1922660.250000 Penalty: 4962.459961
	Iteration 23Q: 3 clusters Score -1922660 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1922776.750000 Penalty: 4962.459961
	Iteration 24Q: 3 clusters Score -1922777 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1922913.125000 Penalty: 4962.459961
	Iteration 25Q: 3 clusters Score -1922913 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1923045.125000 Penalty: 4962.459961
	Iteration 26Q: 3 clusters Score -1923045 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1923156.000000 Penalty: 4962.459961
	Iteration 27Q: 3 clusters Score -1923156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1923255.875000 Penalty: 4962.459961
	Iteration 28Q: 3 clusters Score -1923256 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1923359.000000 Penalty: 4962.459961
	Iteration 29Q: 3 clusters Score -1923359 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1923444.000000 Penalty: 4962.459961
	Iteration 30Q: 3 clusters Score -1923444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1923511.000000 Penalty: 4962.459961
	Iteration 31Q: 3 clusters Score -1923511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1923556.375000 Penalty: 4962.459961
	Iteration 32Q: 3 clusters Score -1923556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -1923602.000000 Penalty: 4962.459961
	Iteration 33Q: 3 clusters Score -1923602 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1923645.875000 Penalty: 4962.459961
	Iteration 34Q: 3 clusters Score -1923646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1923688.125000 Penalty: 4962.459961
	Iteration 35Q: 3 clusters Score -1923688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -1923728.875000 Penalty: 4962.459961
	Iteration 36Q: 3 clusters Score -1923729 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -1923756.375000 Penalty: 4962.459961
	Iteration 37Q: 3 clusters Score -1923756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1923781.125000 Penalty: 4962.459961
	Iteration 38Q: 3 clusters Score -1923781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -1923810.500000 Penalty: 4962.459961
	Iteration 39Q: 3 clusters Score -1923810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -1923822.000000 Penalty: 4962.459961
	Iteration 40F: 3 clusters Score -1923822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1923834.250000 Penalty: 4962.459961
	Iteration 41Q: 3 clusters Score -1923834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1923844.625000 Penalty: 4962.459961
	Iteration 42Q: 3 clusters Score -1923845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1923855.500000 Penalty: 4962.459961
	Iteration 43Q: 3 clusters Score -1923856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -1923863.000000 Penalty: 4962.459961
	Iteration 44Q: 3 clusters Score -1923863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1923863.250000 Penalty: 4962.459961
	Iteration 45Q: 3 clusters Score -1923863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -1923867.500000 Penalty: 4962.459961
	Iteration 46Q: 3 clusters Score -1923868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -1923869.250000 Penalty: 4962.459961
	Iteration 47Q: 3 clusters Score -1923869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -1923872.875000 Penalty: 4962.459961
	Iteration 48Q: 3 clusters Score -1923873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1923878.250000 Penalty: 4962.459961
	Iteration 49Q: 3 clusters Score -1923878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1923882.125000 Penalty: 4962.459961
	Iteration 50Q: 3 clusters Score -1923882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1923877.625000 Penalty: 4962.459961
	Iteration 51Q: 3 clusters Score -1923878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -1923877.375000 Penalty: 4962.459961
	Iteration 52Q: 3 clusters Score -1923877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -1923884.500000 Penalty: 4962.459961
	Iteration 53Q: 3 clusters Score -1923884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -1923886.125000 Penalty: 4962.459961
	Iteration 54Q: 3 clusters Score -1923886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -1923891.875000 Penalty: 4962.459961
	Iteration 55Q: 3 clusters Score -1923892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -1923895.250000 Penalty: 4962.459961
	Iteration 56Q: 3 clusters Score -1923895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -1923896.875000 Penalty: 4962.459961
	Iteration 57Q: 3 clusters Score -1923897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -1923904.125000 Penalty: 4962.459961
	Iteration 58Q: 3 clusters Score -1923904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1923905.625000 Penalty: 4962.459961
	Iteration 59Q: 3 clusters Score -1923906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1923908.750000 Penalty: 4962.459961
	Iteration 60F: 3 clusters Score -1923909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1923909.875000 Penalty: 4962.459961
	Iteration 61Q: 3 clusters Score -1923910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1923909.375000 Penalty: 4962.459961
	Iteration 62Q: 3 clusters Score -1923909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -1923907.375000 Penalty: 4962.459961
	Iteration 63Q: 3 clusters Score -1923907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -1923912.625000 Penalty: 4962.459961
	Iteration 64Q: 3 clusters Score -1923913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -1923913.125000 Penalty: 4962.459961
	Iteration 65Q: 3 clusters Score -1923913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -1923913.750000 Penalty: 4962.459961
	Iteration 66Q: 3 clusters Score -1923914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -1923913.250000 Penalty: 4962.459961
	Iteration 67Q: 3 clusters Score -1923913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -1923913.250000 Penalty: 4962.459961
	Iteration 68F: 3 clusters Score -1923913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -206455.453125 Penalty: 1951.232056
	Iteration 0F: 2 clusters Score -206455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203444.796875 Penalty: 3902.464111
	Iteration 0F: 3 clusters Score -203444.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -204202.796875 Penalty: 3902.464111
	Iteration 1F: 3 clusters Score -204202.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -204437.015625 Penalty: 3902.464111
	Iteration 2F: 3 clusters Score -204437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -204591.234375 Penalty: 3902.464111
	Iteration 3F: 3 clusters Score -204591.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -204697.875000 Penalty: 3902.464111
	Iteration 4Q: 3 clusters Score -204697.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -204788.859375 Penalty: 3902.464111
	Iteration 5Q: 3 clusters Score -204788.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -204901.937500 Penalty: 3902.464111
	Iteration 6Q: 3 clusters Score -204901.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -205073.125000 Penalty: 3902.464111
	Iteration 7Q: 3 clusters Score -205073.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -205289.375000 Penalty: 3902.464111
	Iteration 8Q: 3 clusters Score -205289.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -205516.453125 Penalty: 3902.464111
	Iteration 9Q: 3 clusters Score -205516.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -205665.703125 Penalty: 3902.464111
	Iteration 10Q: 3 clusters Score -205665.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -205775.078125 Penalty: 3902.464111
	Iteration 11Q: 3 clusters Score -205775.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -205847.796875 Penalty: 3902.464111
	Iteration 12Q: 3 clusters Score -205847.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -205892.593750 Penalty: 3902.464111
	Iteration 13Q: 3 clusters Score -205892.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -205920.187500 Penalty: 3902.464111
	Iteration 14Q: 3 clusters Score -205920.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -205952.984375 Penalty: 3902.464111
	Iteration 15Q: 3 clusters Score -205953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -205981.812500 Penalty: 3902.464111
	Iteration 16Q: 3 clusters Score -205981.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -206000.156250 Penalty: 3902.464111
	Iteration 17Q: 3 clusters Score -206000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -206010.671875 Penalty: 3902.464111
	Iteration 18Q: 3 clusters Score -206010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -206015.500000 Penalty: 3902.464111
	Iteration 19Q: 3 clusters Score -206015.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -206023.250000 Penalty: 3902.464111
	Iteration 20F: 3 clusters Score -206023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -206029.562500 Penalty: 3902.464111
	Iteration 21Q: 3 clusters Score -206029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -206033.953125 Penalty: 3902.464111
	Iteration 22Q: 3 clusters Score -206034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -206037.593750 Penalty: 3902.464111
	Iteration 23Q: 3 clusters Score -206037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -206040.046875 Penalty: 3902.464111
	Iteration 24Q: 3 clusters Score -206040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -206041.484375 Penalty: 3902.464111
	Iteration 25Q: 3 clusters Score -206041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -206041.718750 Penalty: 3902.464111
	Iteration 26Q: 3 clusters Score -206041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -206042.640625 Penalty: 3902.464111
	Iteration 27Q: 3 clusters Score -206042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -206042.640625 Penalty: 3902.464111
	Iteration 28F: 3 clusters Score -206042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -787898.687500 Penalty: 2273.626953
	Iteration 0F: 2 clusters Score -787898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -780435.375000 Penalty: 4547.253906
	Iteration 0F: 3 clusters Score -780435.4 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -782580.375000 Penalty: 4547.253906
	Iteration 1F: 3 clusters Score -782580.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -782865.062500 Penalty: 4547.253906
	Iteration 2F: 3 clusters Score -782865.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -783078.687500 Penalty: 4547.253906
	Iteration 3Q: 3 clusters Score -783078.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -783278.125000 Penalty: 4547.253906
	Iteration 4Q: 3 clusters Score -783278.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -783505.062500 Penalty: 4547.253906
	Iteration 5Q: 3 clusters Score -783505.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -783784.687500 Penalty: 4547.253906
	Iteration 6Q: 3 clusters Score -783784.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -784134.750000 Penalty: 4547.253906
	Iteration 7Q: 3 clusters Score -784134.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -784533.562500 Penalty: 4547.253906
	Iteration 8F: 3 clusters Score -784533.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -784986.125000 Penalty: 4547.253906
	Iteration 9F: 3 clusters Score -784986.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -785602.062500 Penalty: 4547.253906
	Iteration 10F: 3 clusters Score -785602.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -786441.625000 Penalty: 4547.253906
	Iteration 11F: 3 clusters Score -786441.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -787334.312500 Penalty: 4547.253906
	Iteration 12F: 3 clusters Score -787334.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -787946.750000 Penalty: 4547.253906
	Iteration 13Q: 3 clusters Score -787946.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -788165.875000 Penalty: 4547.253906
	Iteration 14Q: 3 clusters Score -788165.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -788230.250000 Penalty: 4547.253906
	Iteration 15Q: 3 clusters Score -788230.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -788249.125000 Penalty: 4547.253906
	Iteration 16Q: 3 clusters Score -788249.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -788257.937500 Penalty: 4547.253906
	Iteration 17Q: 3 clusters Score -788257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -788258.625000 Penalty: 4547.253906
	Iteration 18Q: 3 clusters Score -788258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -788259.437500 Penalty: 4547.253906
	Iteration 19Q: 3 clusters Score -788259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -788260.875000 Penalty: 4547.253906
	Iteration 20F: 3 clusters Score -788260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -788262.187500 Penalty: 4547.253906
	Iteration 21Q: 3 clusters Score -788262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -788261.250000 Penalty: 4547.253906
	Iteration 22Q: 3 clusters Score -788261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -788263.187500 Penalty: 4547.253906
	Iteration 23Q: 3 clusters Score -788263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -788263.187500 Penalty: 4547.253906
	Iteration 24Q: 3 clusters Score -788263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -788263.187500 Penalty: 4547.253906
	Iteration 25F: 3 clusters Score -788263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 4469 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8076 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 52 contains 2138 members 
Mstep: Class 53 contains 2656 members 
Mstep: Class 54 contains 6532 members 
Mstep: Class 55 contains 5115 members 
Entering Unmasked Estep 
Score: -51168600.000000 Penalty: 182728.750000
Splitting cluster 31 changes total score from -51169392.000000 to -51168600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (55537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Entering Unmasked Estep 
Score: -4467245.500000 Penalty: 2709.351562
	Iteration 0F: 2 clusters Score -4467246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -4430026.000000 Penalty: 5418.703125
	Iteration 0F: 3 clusters Score -4430026 nChanged 25725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4444724.500000 Penalty: 5418.703125
	Iteration 1F: 3 clusters Score -4444724 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4445701.500000 Penalty: 5418.703125
	Iteration 2Q: 3 clusters Score -4445702 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4446850.500000 Penalty: 5418.703125
	Iteration 3F: 3 clusters Score -4446850 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4448142.500000 Penalty: 5418.703125
	Iteration 4F: 3 clusters Score -4448142 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4449775.500000 Penalty: 5418.703125
	Iteration 5F: 3 clusters Score -4449776 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4451703.500000 Penalty: 5418.703125
	Iteration 6F: 3 clusters Score -4451704 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4453664.000000 Penalty: 5418.703125
	Iteration 7F: 3 clusters Score -4453664 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -4455442.000000 Penalty: 5418.703125
	Iteration 8F: 3 clusters Score -4455442 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -4457111.500000 Penalty: 5418.703125
	Iteration 9Q: 3 clusters Score -4457112 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -4458550.500000 Penalty: 5418.703125
	Iteration 10Q: 3 clusters Score -4458550 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -4459605.000000 Penalty: 5418.703125
	Iteration 11Q: 3 clusters Score -4459605 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -4460426.000000 Penalty: 5418.703125
	Iteration 12Q: 3 clusters Score -4460426 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -4461030.500000 Penalty: 5418.703125
	Iteration 13Q: 3 clusters Score -4461030 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -4461455.000000 Penalty: 5418.703125
	Iteration 14Q: 3 clusters Score -4461455 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -4461870.000000 Penalty: 5418.703125
	Iteration 15Q: 3 clusters Score -4461870 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -4462306.500000 Penalty: 5418.703125
	Iteration 16Q: 3 clusters Score -4462306 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -4462728.000000 Penalty: 5418.703125
	Iteration 17Q: 3 clusters Score -4462728 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4463181.000000 Penalty: 5418.703125
	Iteration 18Q: 3 clusters Score -4463181 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -4463681.000000 Penalty: 5418.703125
	Iteration 19Q: 3 clusters Score -4463681 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -4464085.500000 Penalty: 5418.703125
	Iteration 20F: 3 clusters Score -4464086 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -4464368.500000 Penalty: 5418.703125
	Iteration 21Q: 3 clusters Score -4464368 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -4464609.000000 Penalty: 5418.703125
	Iteration 22Q: 3 clusters Score -4464609 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -4464766.500000 Penalty: 5418.703125
	Iteration 23Q: 3 clusters Score -4464766 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -4464906.000000 Penalty: 5418.703125
	Iteration 24Q: 3 clusters Score -4464906 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -4465052.500000 Penalty: 5418.703125
	Iteration 25Q: 3 clusters Score -4465052 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -4465161.500000 Penalty: 5418.703125
	Iteration 26Q: 3 clusters Score -4465162 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -4465251.500000 Penalty: 5418.703125
	Iteration 27Q: 3 clusters Score -4465252 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -4465335.000000 Penalty: 5418.703125
	Iteration 28Q: 3 clusters Score -4465335 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -4465424.500000 Penalty: 5418.703125
	Iteration 29Q: 3 clusters Score -4465424 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -4465470.000000 Penalty: 5418.703125
	Iteration 30Q: 3 clusters Score -4465470 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -4465527.500000 Penalty: 5418.703125
	Iteration 31Q: 3 clusters Score -4465528 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -4465574.000000 Penalty: 5418.703125
	Iteration 32Q: 3 clusters Score -4465574 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -4465648.500000 Penalty: 5418.703125
	Iteration 33Q: 3 clusters Score -4465648 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -4465691.000000 Penalty: 5418.703125
	Iteration 34Q: 3 clusters Score -4465691 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -4465762.000000 Penalty: 5418.703125
	Iteration 35Q: 3 clusters Score -4465762 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -4465776.500000 Penalty: 5418.703125
	Iteration 36Q: 3 clusters Score -4465776 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -4465828.000000 Penalty: 5418.703125
	Iteration 37Q: 3 clusters Score -4465828 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -4465874.500000 Penalty: 5418.703125
	Iteration 38Q: 3 clusters Score -4465874 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -4465908.500000 Penalty: 5418.703125
	Iteration 39Q: 3 clusters Score -4465908 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -4465983.500000 Penalty: 5418.703125
	Iteration 40F: 3 clusters Score -4465984 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -4466014.500000 Penalty: 5418.703125
	Iteration 41Q: 3 clusters Score -4466014 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -4466051.000000 Penalty: 5418.703125
	Iteration 42Q: 3 clusters Score -4466051 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -4466110.000000 Penalty: 5418.703125
	Iteration 43Q: 3 clusters Score -4466110 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -4466161.000000 Penalty: 5418.703125
	Iteration 44Q: 3 clusters Score -4466161 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -4466187.500000 Penalty: 5418.703125
	Iteration 45Q: 3 clusters Score -4466188 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -4466195.500000 Penalty: 5418.703125
	Iteration 46Q: 3 clusters Score -4466196 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -4466223.000000 Penalty: 5418.703125
	Iteration 47Q: 3 clusters Score -4466223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -4466244.000000 Penalty: 5418.703125
	Iteration 48Q: 3 clusters Score -4466244 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -4466256.000000 Penalty: 5418.703125
	Iteration 49Q: 3 clusters Score -4466256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -4466256.000000 Penalty: 5418.703125
	Iteration 50Q: 3 clusters Score -4466256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4466280.500000 Penalty: 5418.703125
	Iteration 51Q: 3 clusters Score -4466280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -4466301.000000 Penalty: 5418.703125
	Iteration 52Q: 3 clusters Score -4466301 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -4466307.000000 Penalty: 5418.703125
	Iteration 53Q: 3 clusters Score -4466307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4466301.000000 Penalty: 5418.703125
	Iteration 54Q: 3 clusters Score -4466301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -4466319.000000 Penalty: 5418.703125
	Iteration 55Q: 3 clusters Score -4466319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4466321.500000 Penalty: 5418.703125
	Iteration 56Q: 3 clusters Score -4466322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -4466322.000000 Penalty: 5418.703125
	Iteration 57Q: 3 clusters Score -4466322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -4466328.000000 Penalty: 5418.703125
	Iteration 58Q: 3 clusters Score -4466328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -4466326.500000 Penalty: 5418.703125
	Iteration 59Q: 3 clusters Score -4466326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -4466321.500000 Penalty: 5418.703125
	Iteration 60F: 3 clusters Score -4466322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -4466319.000000 Penalty: 5418.703125
	Iteration 61Q: 3 clusters Score -4466319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4466313.500000 Penalty: 5418.703125
	Iteration 62Q: 3 clusters Score -4466314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4466322.000000 Penalty: 5418.703125
	Iteration 63Q: 3 clusters Score -4466322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -4466318.000000 Penalty: 5418.703125
	Iteration 64Q: 3 clusters Score -4466318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -4466316.500000 Penalty: 5418.703125
	Iteration 65Q: 3 clusters Score -4466316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4466315.500000 Penalty: 5418.703125
	Iteration 66Q: 3 clusters Score -4466316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -4466313.500000 Penalty: 5418.703125
	Iteration 67Q: 3 clusters Score -4466314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4466316.500000 Penalty: 5418.703125
	Iteration 68Q: 3 clusters Score -4466316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -4466316.000000 Penalty: 5418.703125
	Iteration 69Q: 3 clusters Score -4466316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -4466308.500000 Penalty: 5418.703125
	Iteration 70Q: 3 clusters Score -4466308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -4466309.000000 Penalty: 5418.703125
	Iteration 71Q: 3 clusters Score -4466309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4466308.000000 Penalty: 5418.703125
	Iteration 72Q: 3 clusters Score -4466308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4466308.000000 Penalty: 5418.703125
	Iteration 73F: 3 clusters Score -4466308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Entering Unmasked Estep 
Score: -1689206.125000 Penalty: 2462.188477
	Iteration 0F: 2 clusters Score -1689206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1674778.500000 Penalty: 4924.376953
	Iteration 0F: 3 clusters Score -1674778 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1679680.875000 Penalty: 4924.376953
	Iteration 1F: 3 clusters Score -1679681 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1680335.750000 Penalty: 4924.376953
	Iteration 2F: 3 clusters Score -1680336 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1681108.250000 Penalty: 4924.376953
	Iteration 3F: 3 clusters Score -1681108 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1682010.875000 Penalty: 4924.376953
	Iteration 4F: 3 clusters Score -1682011 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1683065.125000 Penalty: 4924.376953
	Iteration 5F: 3 clusters Score -1683065 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1684325.750000 Penalty: 4924.376953
	Iteration 6F: 3 clusters Score -1684326 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1685641.250000 Penalty: 4924.376953
	Iteration 7F: 3 clusters Score -1685641 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1686891.750000 Penalty: 4924.376953
	Iteration 8F: 3 clusters Score -1686892 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1687887.125000 Penalty: 4924.376953
	Iteration 9Q: 3 clusters Score -1687887 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1688537.750000 Penalty: 4924.376953
	Iteration 10Q: 3 clusters Score -1688538 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1688879.250000 Penalty: 4924.376953
	Iteration 11Q: 3 clusters Score -1688879 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1689035.625000 Penalty: 4924.376953
	Iteration 12Q: 3 clusters Score -1689036 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1689105.875000 Penalty: 4924.376953
	Iteration 13Q: 3 clusters Score -1689106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1689130.750000 Penalty: 4924.376953
	Iteration 14Q: 3 clusters Score -1689131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1689147.375000 Penalty: 4924.376953
	Iteration 15Q: 3 clusters Score -1689147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1689161.750000 Penalty: 4924.376953
	Iteration 16Q: 3 clusters Score -1689162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1689166.000000 Penalty: 4924.376953
	Iteration 17Q: 3 clusters Score -1689166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1689167.500000 Penalty: 4924.376953
	Iteration 18Q: 3 clusters Score -1689168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1689162.500000 Penalty: 4924.376953
	Iteration 19Q: 3 clusters Score -1689162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1689170.875000 Penalty: 4924.376953
	Iteration 20F: 3 clusters Score -1689171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1689166.250000 Penalty: 4924.376953
	Iteration 21Q: 3 clusters Score -1689166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1689170.125000 Penalty: 4924.376953
	Iteration 22Q: 3 clusters Score -1689170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1689168.750000 Penalty: 4924.376953
	Iteration 23Q: 3 clusters Score -1689169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1689171.125000 Penalty: 4924.376953
	Iteration 24Q: 3 clusters Score -1689171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1689173.375000 Penalty: 4924.376953
	Iteration 25Q: 3 clusters Score -1689173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1689175.375000 Penalty: 4924.376953
	Iteration 26Q: 3 clusters Score -1689175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1689174.125000 Penalty: 4924.376953
	Iteration 27Q: 3 clusters Score -1689174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1689177.750000 Penalty: 4924.376953
	Iteration 28Q: 3 clusters Score -1689178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1689177.375000 Penalty: 4924.376953
	Iteration 29Q: 3 clusters Score -1689177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1689175.125000 Penalty: 4924.376953
	Iteration 30Q: 3 clusters Score -1689175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1689178.250000 Penalty: 4924.376953
	Iteration 31Q: 3 clusters Score -1689178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1689183.750000 Penalty: 4924.376953
	Iteration 32Q: 3 clusters Score -1689184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1689182.750000 Penalty: 4924.376953
	Iteration 33Q: 3 clusters Score -1689183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1689181.500000 Penalty: 4924.376953
	Iteration 34Q: 3 clusters Score -1689182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1689182.750000 Penalty: 4924.376953
	Iteration 35Q: 3 clusters Score -1689183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1689182.875000 Penalty: 4924.376953
	Iteration 36Q: 3 clusters Score -1689183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1689183.125000 Penalty: 4924.376953
	Iteration 37Q: 3 clusters Score -1689183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1689180.125000 Penalty: 4924.376953
	Iteration 38Q: 3 clusters Score -1689180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1689181.000000 Penalty: 4924.376953
	Iteration 39Q: 3 clusters Score -1689181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1689182.250000 Penalty: 4924.376953
	Iteration 40F: 3 clusters Score -1689182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1689180.875000 Penalty: 4924.376953
	Iteration 41Q: 3 clusters Score -1689181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1689182.875000 Penalty: 4924.376953
	Iteration 42Q: 3 clusters Score -1689183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1689181.500000 Penalty: 4924.376953
	Iteration 43Q: 3 clusters Score -1689182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1689181.500000 Penalty: 4924.376953
	Iteration 44F: 3 clusters Score -1689182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -475612.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -475612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -470001.312500 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -470001.3 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -471730.375000 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -471730.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -472172.156250 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -472172.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -472520.593750 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -472520.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -472902.812500 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -472902.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -473319.500000 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -473319.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -473799.343750 Penalty: 4376.748047
	Iteration 6F: 3 clusters Score -473799.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -474309.968750 Penalty: 4376.748047
	Iteration 7F: 3 clusters Score -474310 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -474709.281250 Penalty: 4376.748047
	Iteration 8F: 3 clusters Score -474709.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -474970.906250 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -474970.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -475131.312500 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -475131.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -475219.906250 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -475219.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -475263.093750 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -475263.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -475298.125000 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -475298.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -475327.656250 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -475327.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -475351.593750 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -475351.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -475365.312500 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -475365.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -475373.875000 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -475373.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -475384.000000 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -475384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -475389.656250 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -475389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -475392.750000 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -475392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -475396.593750 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -475396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -475401.250000 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -475401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -475402.718750 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -475402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -475404.656250 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -475404.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -475404.656250 Penalty: 4376.748047
	Iteration 25F: 3 clusters Score -475404.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Entering Unmasked Estep 
Score: -1915803.750000 Penalty: 2491.769531
	Iteration 0F: 2 clusters Score -1915804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1899744.125000 Penalty: 4983.539062
	Iteration 0F: 3 clusters Score -1899744 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1905207.125000 Penalty: 4983.539062
	Iteration 1F: 3 clusters Score -1905207 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1905695.500000 Penalty: 4983.539062
	Iteration 2F: 3 clusters Score -1905696 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1906212.750000 Penalty: 4983.539062
	Iteration 3F: 3 clusters Score -1906213 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1906864.625000 Penalty: 4983.539062
	Iteration 4F: 3 clusters Score -1906865 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1907684.000000 Penalty: 4983.539062
	Iteration 5F: 3 clusters Score -1907684 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1908640.500000 Penalty: 4983.539062
	Iteration 6F: 3 clusters Score -1908640 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1909642.125000 Penalty: 4983.539062
	Iteration 7F: 3 clusters Score -1909642 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1910632.250000 Penalty: 4983.539062
	Iteration 8F: 3 clusters Score -1910632 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1911530.750000 Penalty: 4983.539062
	Iteration 9Q: 3 clusters Score -1911531 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -1912285.500000 Penalty: 4983.539062
	Iteration 10Q: 3 clusters Score -1912286 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -1912858.625000 Penalty: 4983.539062
	Iteration 11Q: 3 clusters Score -1912859 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1913189.750000 Penalty: 4983.539062
	Iteration 12Q: 3 clusters Score -1913190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -1913395.750000 Penalty: 4983.539062
	Iteration 13Q: 3 clusters Score -1913396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -1913500.250000 Penalty: 4983.539062
	Iteration 14Q: 3 clusters Score -1913500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -1913575.875000 Penalty: 4983.539062
	Iteration 15Q: 3 clusters Score -1913576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1913624.625000 Penalty: 4983.539062
	Iteration 16Q: 3 clusters Score -1913625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1913658.250000 Penalty: 4983.539062
	Iteration 17Q: 3 clusters Score -1913658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -1913681.875000 Penalty: 4983.539062
	Iteration 18Q: 3 clusters Score -1913682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -1913690.250000 Penalty: 4983.539062
	Iteration 19Q: 3 clusters Score -1913690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -1913695.375000 Penalty: 4983.539062
	Iteration 20F: 3 clusters Score -1913695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -1913700.000000 Penalty: 4983.539062
	Iteration 21Q: 3 clusters Score -1913700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -1913706.250000 Penalty: 4983.539062
	Iteration 22Q: 3 clusters Score -1913706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -1913711.750000 Penalty: 4983.539062
	Iteration 23Q: 3 clusters Score -1913712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -1913712.000000 Penalty: 4983.539062
	Iteration 24Q: 3 clusters Score -1913712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -1913715.125000 Penalty: 4983.539062
	Iteration 25Q: 3 clusters Score -1913715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1913718.125000 Penalty: 4983.539062
	Iteration 26Q: 3 clusters Score -1913718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -1913715.500000 Penalty: 4983.539062
	Iteration 27Q: 3 clusters Score -1913716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -1913717.625000 Penalty: 4983.539062
	Iteration 28Q: 3 clusters Score -1913718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1913720.750000 Penalty: 4983.539062
	Iteration 29Q: 3 clusters Score -1913721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -1913722.625000 Penalty: 4983.539062
	Iteration 30Q: 3 clusters Score -1913723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -1913723.000000 Penalty: 4983.539062
	Iteration 31Q: 3 clusters Score -1913723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1913725.625000 Penalty: 4983.539062
	Iteration 32Q: 3 clusters Score -1913726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -1913725.625000 Penalty: 4983.539062
	Iteration 33F: 3 clusters Score -1913726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -1272133.500000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -1272134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1260952.375000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -1260952 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1264631.625000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -1264632 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1264998.625000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -1264999 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1265241.125000 Penalty: 4786.822266
	Iteration 3Q: 3 clusters Score -1265241 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1265430.000000 Penalty: 4786.822266
	Iteration 4Q: 3 clusters Score -1265430 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1265604.375000 Penalty: 4786.822266
	Iteration 5Q: 3 clusters Score -1265604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1265784.250000 Penalty: 4786.822266
	Iteration 6Q: 3 clusters Score -1265784 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1265967.375000 Penalty: 4786.822266
	Iteration 7Q: 3 clusters Score -1265967 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1266173.625000 Penalty: 4786.822266
	Iteration 8Q: 3 clusters Score -1266174 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1266396.125000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -1266396 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1266657.125000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -1266657 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1266947.625000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -1266948 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1267227.750000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -1267228 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1267500.625000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -1267501 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1267771.375000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -1267771 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1267989.375000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -1267989 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1268146.250000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -1268146 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1268273.250000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -1268273 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1268379.875000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -1268380 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1268444.750000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -1268445 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1268513.750000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -1268514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1268573.000000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -1268573 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1268636.000000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -1268636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1268710.375000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -1268710 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1268771.875000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -1268772 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1268839.000000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -1268839 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1268893.500000 Penalty: 4786.822266
	Iteration 26Q: 3 clusters Score -1268894 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1268962.625000 Penalty: 4786.822266
	Iteration 27Q: 3 clusters Score -1268963 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1269032.375000 Penalty: 4786.822266
	Iteration 28Q: 3 clusters Score -1269032 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1269108.625000 Penalty: 4786.822266
	Iteration 29Q: 3 clusters Score -1269109 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1269181.500000 Penalty: 4786.822266
	Iteration 30Q: 3 clusters Score -1269182 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1269260.625000 Penalty: 4786.822266
	Iteration 31Q: 3 clusters Score -1269261 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1269333.625000 Penalty: 4786.822266
	Iteration 32Q: 3 clusters Score -1269334 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1269410.000000 Penalty: 4786.822266
	Iteration 33Q: 3 clusters Score -1269410 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1269490.000000 Penalty: 4786.822266
	Iteration 34Q: 3 clusters Score -1269490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1269549.875000 Penalty: 4786.822266
	Iteration 35Q: 3 clusters Score -1269550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1269608.500000 Penalty: 4786.822266
	Iteration 36Q: 3 clusters Score -1269608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1269667.000000 Penalty: 4786.822266
	Iteration 37Q: 3 clusters Score -1269667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1269722.625000 Penalty: 4786.822266
	Iteration 38Q: 3 clusters Score -1269723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1269774.625000 Penalty: 4786.822266
	Iteration 39Q: 3 clusters Score -1269775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1269821.375000 Penalty: 4786.822266
	Iteration 40F: 3 clusters Score -1269821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1269851.250000 Penalty: 4786.822266
	Iteration 41Q: 3 clusters Score -1269851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1269890.000000 Penalty: 4786.822266
	Iteration 42Q: 3 clusters Score -1269890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1269923.750000 Penalty: 4786.822266
	Iteration 43Q: 3 clusters Score -1269924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1269954.625000 Penalty: 4786.822266
	Iteration 44Q: 3 clusters Score -1269955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1269980.250000 Penalty: 4786.822266
	Iteration 45Q: 3 clusters Score -1269980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1269998.500000 Penalty: 4786.822266
	Iteration 46Q: 3 clusters Score -1269998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1270014.875000 Penalty: 4786.822266
	Iteration 47Q: 3 clusters Score -1270015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1270019.000000 Penalty: 4786.822266
	Iteration 48Q: 3 clusters Score -1270019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1270024.500000 Penalty: 4786.822266
	Iteration 49Q: 3 clusters Score -1270024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1270031.625000 Penalty: 4786.822266
	Iteration 50Q: 3 clusters Score -1270032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1270041.000000 Penalty: 4786.822266
	Iteration 51Q: 3 clusters Score -1270041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1270047.250000 Penalty: 4786.822266
	Iteration 52Q: 3 clusters Score -1270047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1270046.875000 Penalty: 4786.822266
	Iteration 53Q: 3 clusters Score -1270047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1270048.375000 Penalty: 4786.822266
	Iteration 54Q: 3 clusters Score -1270048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1270047.125000 Penalty: 4786.822266
	Iteration 55Q: 3 clusters Score -1270047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1270051.000000 Penalty: 4786.822266
	Iteration 56Q: 3 clusters Score -1270051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1270051.625000 Penalty: 4786.822266
	Iteration 57Q: 3 clusters Score -1270052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1270054.500000 Penalty: 4786.822266
	Iteration 58Q: 3 clusters Score -1270054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1270056.000000 Penalty: 4786.822266
	Iteration 59Q: 3 clusters Score -1270056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1270059.375000 Penalty: 4786.822266
	Iteration 60F: 3 clusters Score -1270059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1270059.500000 Penalty: 4786.822266
	Iteration 61Q: 3 clusters Score -1270060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1270059.750000 Penalty: 4786.822266
	Iteration 62Q: 3 clusters Score -1270060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1270060.125000 Penalty: 4786.822266
	Iteration 63Q: 3 clusters Score -1270060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1270062.750000 Penalty: 4786.822266
	Iteration 64Q: 3 clusters Score -1270063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1270063.125000 Penalty: 4786.822266
	Iteration 65Q: 3 clusters Score -1270063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1270065.000000 Penalty: 4786.822266
	Iteration 66Q: 3 clusters Score -1270065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1270066.625000 Penalty: 4786.822266
	Iteration 67Q: 3 clusters Score -1270067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1270069.375000 Penalty: 4786.822266
	Iteration 68Q: 3 clusters Score -1270069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1270069.750000 Penalty: 4786.822266
	Iteration 69Q: 3 clusters Score -1270070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1270070.625000 Penalty: 4786.822266
	Iteration 70Q: 3 clusters Score -1270071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1270073.625000 Penalty: 4786.822266
	Iteration 71Q: 3 clusters Score -1270074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1270081.250000 Penalty: 4786.822266
	Iteration 72Q: 3 clusters Score -1270081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1270084.000000 Penalty: 4786.822266
	Iteration 73Q: 3 clusters Score -1270084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1270085.125000 Penalty: 4786.822266
	Iteration 74Q: 3 clusters Score -1270085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1270085.125000 Penalty: 4786.822266
	Iteration 75F: 3 clusters Score -1270085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -185802.515625 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -185802.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -182772.171875 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -182772.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -183560.640625 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -183560.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -183933.406250 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -183933.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -184268.328125 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -184268.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -184553.812500 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -184553.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -184769.171875 Penalty: 3906.624512
	Iteration 5F: 3 clusters Score -184769.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -184922.625000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -184922.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -185023.109375 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -185023.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -185080.093750 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -185080.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -185117.906250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -185117.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -185154.421875 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -185154.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -185181.468750 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -185181.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -185201.156250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -185201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -185212.296875 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -185212.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -185225.328125 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -185225.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -185234.531250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -185234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -185243.312500 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -185243.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -185251.437500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -185251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -185264.812500 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -185264.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -185279.390625 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -185279.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -185297.031250 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -185297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -185315.875000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -185315.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -185336.875000 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -185336.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -185359.250000 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -185359.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -185373.937500 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -185373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -185386.578125 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -185386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185407.531250 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -185407.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -185434.093750 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -185434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -185454.000000 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -185454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185474.921875 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -185474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185495.031250 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -185495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185510.937500 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -185510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185525.578125 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -185525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -185533.531250 Penalty: 3906.624512
	Iteration 33Q: 3 clusters Score -185533.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -185537.562500 Penalty: 3906.624512
	Iteration 34Q: 3 clusters Score -185537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185540.359375 Penalty: 3906.624512
	Iteration 35Q: 3 clusters Score -185540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -185549.953125 Penalty: 3906.624512
	Iteration 36Q: 3 clusters Score -185550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -185558.796875 Penalty: 3906.624512
	Iteration 37Q: 3 clusters Score -185558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185565.125000 Penalty: 3906.624512
	Iteration 38Q: 3 clusters Score -185565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185571.281250 Penalty: 3906.624512
	Iteration 39Q: 3 clusters Score -185571.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -185584.609375 Penalty: 3906.624512
	Iteration 40F: 3 clusters Score -185584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -185596.375000 Penalty: 3906.624512
	Iteration 41Q: 3 clusters Score -185596.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -185601.406250 Penalty: 3906.624512
	Iteration 42Q: 3 clusters Score -185601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -185607.671875 Penalty: 3906.624512
	Iteration 43Q: 3 clusters Score -185607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -185615.953125 Penalty: 3906.624512
	Iteration 44Q: 3 clusters Score -185616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185618.812500 Penalty: 3906.624512
	Iteration 45Q: 3 clusters Score -185618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185618.812500 Penalty: 3906.624512
	Iteration 46F: 3 clusters Score -185618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Entering Unmasked Estep 
Score: -788970.687500 Penalty: 2273.264404
	Iteration 0F: 2 clusters Score -788970.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -781608.937500 Penalty: 4546.528809
	Iteration 0F: 3 clusters Score -781608.9 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -783775.875000 Penalty: 4546.528809
	Iteration 1F: 3 clusters Score -783775.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -784209.687500 Penalty: 4546.528809
	Iteration 2F: 3 clusters Score -784209.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -784638.187500 Penalty: 4546.528809
	Iteration 3F: 3 clusters Score -784638.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -785037.000000 Penalty: 4546.528809
	Iteration 4F: 3 clusters Score -785037 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -785365.937500 Penalty: 4546.528809
	Iteration 5F: 3 clusters Score -785365.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -785631.062500 Penalty: 4546.528809
	Iteration 6Q: 3 clusters Score -785631.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -785849.750000 Penalty: 4546.528809
	Iteration 7Q: 3 clusters Score -785849.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -786009.625000 Penalty: 4546.528809
	Iteration 8Q: 3 clusters Score -786009.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -786160.437500 Penalty: 4546.528809
	Iteration 9Q: 3 clusters Score -786160.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -786284.500000 Penalty: 4546.528809
	Iteration 10Q: 3 clusters Score -786284.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -786391.937500 Penalty: 4546.528809
	Iteration 11Q: 3 clusters Score -786391.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -786491.250000 Penalty: 4546.528809
	Iteration 12Q: 3 clusters Score -786491.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -786573.125000 Penalty: 4546.528809
	Iteration 13Q: 3 clusters Score -786573.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -786651.062500 Penalty: 4546.528809
	Iteration 14Q: 3 clusters Score -786651.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -786720.687500 Penalty: 4546.528809
	Iteration 15Q: 3 clusters Score -786720.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -786792.375000 Penalty: 4546.528809
	Iteration 16Q: 3 clusters Score -786792.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -786874.812500 Penalty: 4546.528809
	Iteration 17Q: 3 clusters Score -786874.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -786975.250000 Penalty: 4546.528809
	Iteration 18Q: 3 clusters Score -786975.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -787083.250000 Penalty: 4546.528809
	Iteration 19Q: 3 clusters Score -787083.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -787181.625000 Penalty: 4546.528809
	Iteration 20F: 3 clusters Score -787181.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -787256.500000 Penalty: 4546.528809
	Iteration 21Q: 3 clusters Score -787256.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -787317.000000 Penalty: 4546.528809
	Iteration 22Q: 3 clusters Score -787317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -787359.812500 Penalty: 4546.528809
	Iteration 23Q: 3 clusters Score -787359.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -787399.687500 Penalty: 4546.528809
	Iteration 24Q: 3 clusters Score -787399.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -787432.312500 Penalty: 4546.528809
	Iteration 25Q: 3 clusters Score -787432.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -787460.125000 Penalty: 4546.528809
	Iteration 26Q: 3 clusters Score -787460.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -787489.875000 Penalty: 4546.528809
	Iteration 27Q: 3 clusters Score -787489.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -787511.187500 Penalty: 4546.528809
	Iteration 28Q: 3 clusters Score -787511.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -787525.562500 Penalty: 4546.528809
	Iteration 29Q: 3 clusters Score -787525.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -787541.875000 Penalty: 4546.528809
	Iteration 30Q: 3 clusters Score -787541.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -787559.062500 Penalty: 4546.528809
	Iteration 31Q: 3 clusters Score -787559.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -787575.937500 Penalty: 4546.528809
	Iteration 32Q: 3 clusters Score -787575.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -787590.750000 Penalty: 4546.528809
	Iteration 33Q: 3 clusters Score -787590.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -787605.125000 Penalty: 4546.528809
	Iteration 34Q: 3 clusters Score -787605.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -787618.062500 Penalty: 4546.528809
	Iteration 35Q: 3 clusters Score -787618.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -787624.500000 Penalty: 4546.528809
	Iteration 36Q: 3 clusters Score -787624.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -787631.625000 Penalty: 4546.528809
	Iteration 37Q: 3 clusters Score -787631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -787637.062500 Penalty: 4546.528809
	Iteration 38Q: 3 clusters Score -787637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -787648.187500 Penalty: 4546.528809
	Iteration 39Q: 3 clusters Score -787648.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -787657.062500 Penalty: 4546.528809
	Iteration 40F: 3 clusters Score -787657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -787660.937500 Penalty: 4546.528809
	Iteration 41Q: 3 clusters Score -787660.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -787667.625000 Penalty: 4546.528809
	Iteration 42Q: 3 clusters Score -787667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -787673.500000 Penalty: 4546.528809
	Iteration 43Q: 3 clusters Score -787673.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -787677.500000 Penalty: 4546.528809
	Iteration 44Q: 3 clusters Score -787677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -787681.250000 Penalty: 4546.528809
	Iteration 45Q: 3 clusters Score -787681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -787683.812500 Penalty: 4546.528809
	Iteration 46Q: 3 clusters Score -787683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -787690.062500 Penalty: 4546.528809
	Iteration 47Q: 3 clusters Score -787690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -787698.187500 Penalty: 4546.528809
	Iteration 48Q: 3 clusters Score -787698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -787700.562500 Penalty: 4546.528809
	Iteration 49Q: 3 clusters Score -787700.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -787708.437500 Penalty: 4546.528809
	Iteration 50Q: 3 clusters Score -787708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -787713.562500 Penalty: 4546.528809
	Iteration 51Q: 3 clusters Score -787713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -787717.687500 Penalty: 4546.528809
	Iteration 52Q: 3 clusters Score -787717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -787721.062500 Penalty: 4546.528809
	Iteration 53Q: 3 clusters Score -787721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -787724.500000 Penalty: 4546.528809
	Iteration 54Q: 3 clusters Score -787724.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -787727.437500 Penalty: 4546.528809
	Iteration 55Q: 3 clusters Score -787727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -787728.937500 Penalty: 4546.528809
	Iteration 56Q: 3 clusters Score -787728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -787732.750000 Penalty: 4546.528809
	Iteration 57Q: 3 clusters Score -787732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -787737.562500 Penalty: 4546.528809
	Iteration 58Q: 3 clusters Score -787737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -787735.937500 Penalty: 4546.528809
	Iteration 59Q: 3 clusters Score -787735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -787736.750000 Penalty: 4546.528809
	Iteration 60F: 3 clusters Score -787736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -787737.812500 Penalty: 4546.528809
	Iteration 61Q: 3 clusters Score -787737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -787739.375000 Penalty: 4546.528809
	Iteration 62Q: 3 clusters Score -787739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -787739.562500 Penalty: 4546.528809
	Iteration 63Q: 3 clusters Score -787739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -787740.500000 Penalty: 4546.528809
	Iteration 64Q: 3 clusters Score -787740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -787740.187500 Penalty: 4546.528809
	Iteration 65Q: 3 clusters Score -787740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -787741.937500 Penalty: 4546.528809
	Iteration 66Q: 3 clusters Score -787741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -787743.875000 Penalty: 4546.528809
	Iteration 67Q: 3 clusters Score -787743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -787743.875000 Penalty: 4546.528809
	Iteration 68F: 3 clusters Score -787743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -161714.828125 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -161714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -159094.828125 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -159094.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -159589.125000 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -159589.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -159745.171875 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -159745.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -159835.375000 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -159835.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -159879.687500 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -159879.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -159910.390625 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -159910.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159937.468750 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -159937.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159959.890625 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -159959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159979.062500 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -159979.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160001.906250 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -160001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160023.593750 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -160023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160038.625000 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -160038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -160050.125000 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -160050.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160056.703125 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -160056.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160066.046875 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -160066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -160076.687500 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -160076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160088.375000 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -160088.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -160100.218750 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -160100.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160114.406250 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -160114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -160132.093750 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -160132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160152.062500 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -160152.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160166.421875 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -160166.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -160178.296875 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -160178.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160190.343750 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -160190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160208.531250 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -160208.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -160223.671875 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -160223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160237.218750 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -160237.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160259.453125 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -160259.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160288.765625 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -160288.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160313.578125 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -160313.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160329.546875 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -160329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160337.625000 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -160337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -160342.765625 Penalty: 3777.187988
	Iteration 32Q: 3 clusters Score -160342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160344.015625 Penalty: 3777.187988
	Iteration 33Q: 3 clusters Score -160344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -160345.718750 Penalty: 3777.187988
	Iteration 34Q: 3 clusters Score -160345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -160346.750000 Penalty: 3777.187988
	Iteration 35Q: 3 clusters Score -160346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160346.953125 Penalty: 3777.187988
	Iteration 36Q: 3 clusters Score -160347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160346.953125 Penalty: 3777.187988
	Iteration 37F: 3 clusters Score -160347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Entering Unmasked Estep 
Score: -1034236.187500 Penalty: 2337.431885
	Iteration 0F: 2 clusters Score -1034236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1024981.250000 Penalty: 4674.863770
	Iteration 0F: 3 clusters Score -1024981 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1027926.375000 Penalty: 4674.863770
	Iteration 1F: 3 clusters Score -1027926 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1028361.875000 Penalty: 4674.863770
	Iteration 2F: 3 clusters Score -1028362 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1028751.062500 Penalty: 4674.863770
	Iteration 3F: 3 clusters Score -1028751 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1029141.250000 Penalty: 4674.863770
	Iteration 4F: 3 clusters Score -1029141 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1029509.687500 Penalty: 4674.863770
	Iteration 5F: 3 clusters Score -1029510 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1029868.937500 Penalty: 4674.863770
	Iteration 6Q: 3 clusters Score -1029869 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1030201.500000 Penalty: 4674.863770
	Iteration 7Q: 3 clusters Score -1030202 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1030551.750000 Penalty: 4674.863770
	Iteration 8Q: 3 clusters Score -1030552 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1030849.437500 Penalty: 4674.863770
	Iteration 9Q: 3 clusters Score -1030849 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1031134.125000 Penalty: 4674.863770
	Iteration 10Q: 3 clusters Score -1031134 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1031453.312500 Penalty: 4674.863770
	Iteration 11Q: 3 clusters Score -1031453 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1031771.437500 Penalty: 4674.863770
	Iteration 12Q: 3 clusters Score -1031771 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1032053.750000 Penalty: 4674.863770
	Iteration 13Q: 3 clusters Score -1032054 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1032288.250000 Penalty: 4674.863770
	Iteration 14Q: 3 clusters Score -1032288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1032461.437500 Penalty: 4674.863770
	Iteration 15Q: 3 clusters Score -1032461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1032555.500000 Penalty: 4674.863770
	Iteration 16Q: 3 clusters Score -1032556 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1032619.687500 Penalty: 4674.863770
	Iteration 17Q: 3 clusters Score -1032620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1032648.562500 Penalty: 4674.863770
	Iteration 18Q: 3 clusters Score -1032649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1032662.312500 Penalty: 4674.863770
	Iteration 19Q: 3 clusters Score -1032662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1032673.750000 Penalty: 4674.863770
	Iteration 20F: 3 clusters Score -1032674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1032682.500000 Penalty: 4674.863770
	Iteration 21Q: 3 clusters Score -1032682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1032688.500000 Penalty: 4674.863770
	Iteration 22Q: 3 clusters Score -1032688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1032689.187500 Penalty: 4674.863770
	Iteration 23Q: 3 clusters Score -1032689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1032693.437500 Penalty: 4674.863770
	Iteration 24Q: 3 clusters Score -1032693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1032693.687500 Penalty: 4674.863770
	Iteration 25Q: 3 clusters Score -1032694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1032693.250000 Penalty: 4674.863770
	Iteration 26Q: 3 clusters Score -1032693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1032693.625000 Penalty: 4674.863770
	Iteration 27Q: 3 clusters Score -1032694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1032694.125000 Penalty: 4674.863770
	Iteration 28Q: 3 clusters Score -1032694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1032693.312500 Penalty: 4674.863770
	Iteration 29Q: 3 clusters Score -1032693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1032694.062500 Penalty: 4674.863770
	Iteration 30Q: 3 clusters Score -1032694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1032695.562500 Penalty: 4674.863770
	Iteration 31Q: 3 clusters Score -1032696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1032694.812500 Penalty: 4674.863770
	Iteration 32Q: 3 clusters Score -1032695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1032694.812500 Penalty: 4674.863770
	Iteration 33F: 3 clusters Score -1032695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -1766839.000000 Penalty: 2477.709961
	Iteration 0F: 2 clusters Score -1766839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1751583.125000 Penalty: 4955.419922
	Iteration 0F: 3 clusters Score -1751583 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1757004.875000 Penalty: 4955.419922
	Iteration 1F: 3 clusters Score -1757005 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1757463.875000 Penalty: 4955.419922
	Iteration 2F: 3 clusters Score -1757464 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1757900.000000 Penalty: 4955.419922
	Iteration 3Q: 3 clusters Score -1757900 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1758327.750000 Penalty: 4955.419922
	Iteration 4Q: 3 clusters Score -1758328 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1758815.625000 Penalty: 4955.419922
	Iteration 5Q: 3 clusters Score -1758816 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1759385.875000 Penalty: 4955.419922
	Iteration 6F: 3 clusters Score -1759386 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1760019.500000 Penalty: 4955.419922
	Iteration 7F: 3 clusters Score -1760020 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1760680.750000 Penalty: 4955.419922
	Iteration 8F: 3 clusters Score -1760681 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1761318.875000 Penalty: 4955.419922
	Iteration 9Q: 3 clusters Score -1761319 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1761936.500000 Penalty: 4955.419922
	Iteration 10Q: 3 clusters Score -1761936 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1762430.125000 Penalty: 4955.419922
	Iteration 11Q: 3 clusters Score -1762430 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1762819.750000 Penalty: 4955.419922
	Iteration 12Q: 3 clusters Score -1762820 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1763163.500000 Penalty: 4955.419922
	Iteration 13Q: 3 clusters Score -1763164 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1763468.125000 Penalty: 4955.419922
	Iteration 14Q: 3 clusters Score -1763468 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1763744.250000 Penalty: 4955.419922
	Iteration 15Q: 3 clusters Score -1763744 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1763995.375000 Penalty: 4955.419922
	Iteration 16Q: 3 clusters Score -1763995 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1764209.750000 Penalty: 4955.419922
	Iteration 17Q: 3 clusters Score -1764210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1764360.000000 Penalty: 4955.419922
	Iteration 18Q: 3 clusters Score -1764360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1764503.500000 Penalty: 4955.419922
	Iteration 19Q: 3 clusters Score -1764504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1764626.625000 Penalty: 4955.419922
	Iteration 20F: 3 clusters Score -1764627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1764720.625000 Penalty: 4955.419922
	Iteration 21Q: 3 clusters Score -1764721 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1764802.500000 Penalty: 4955.419922
	Iteration 22Q: 3 clusters Score -1764802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1764876.625000 Penalty: 4955.419922
	Iteration 23Q: 3 clusters Score -1764877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1764905.000000 Penalty: 4955.419922
	Iteration 24Q: 3 clusters Score -1764905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1764926.625000 Penalty: 4955.419922
	Iteration 25Q: 3 clusters Score -1764927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1764940.625000 Penalty: 4955.419922
	Iteration 26Q: 3 clusters Score -1764941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1764945.875000 Penalty: 4955.419922
	Iteration 27Q: 3 clusters Score -1764946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1764950.500000 Penalty: 4955.419922
	Iteration 28Q: 3 clusters Score -1764950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1764953.000000 Penalty: 4955.419922
	Iteration 29Q: 3 clusters Score -1764953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1764956.875000 Penalty: 4955.419922
	Iteration 30Q: 3 clusters Score -1764957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1764960.125000 Penalty: 4955.419922
	Iteration 31Q: 3 clusters Score -1764960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1764960.375000 Penalty: 4955.419922
	Iteration 32Q: 3 clusters Score -1764960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1764962.500000 Penalty: 4955.419922
	Iteration 33Q: 3 clusters Score -1764962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1764964.250000 Penalty: 4955.419922
	Iteration 34Q: 3 clusters Score -1764964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1764964.750000 Penalty: 4955.419922
	Iteration 35Q: 3 clusters Score -1764965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1764964.875000 Penalty: 4955.419922
	Iteration 36Q: 3 clusters Score -1764965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1764968.125000 Penalty: 4955.419922
	Iteration 37Q: 3 clusters Score -1764968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1764968.125000 Penalty: 4955.419922
	Iteration 38F: 3 clusters Score -1764968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Entering Unmasked Estep 
Score: -980799.812500 Penalty: 2358.479980
	Iteration 0F: 2 clusters Score -980799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -970918.500000 Penalty: 4716.959961
	Iteration 0F: 3 clusters Score -970918.5 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -974111.125000 Penalty: 4716.959961
	Iteration 1F: 3 clusters Score -974111.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -974670.437500 Penalty: 4716.959961
	Iteration 2F: 3 clusters Score -974670.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -975157.437500 Penalty: 4716.959961
	Iteration 3F: 3 clusters Score -975157.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -975521.812500 Penalty: 4716.959961
	Iteration 4F: 3 clusters Score -975521.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -975843.062500 Penalty: 4716.959961
	Iteration 5Q: 3 clusters Score -975843.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -976142.187500 Penalty: 4716.959961
	Iteration 6Q: 3 clusters Score -976142.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -976410.875000 Penalty: 4716.959961
	Iteration 7Q: 3 clusters Score -976410.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -976634.875000 Penalty: 4716.959961
	Iteration 8Q: 3 clusters Score -976634.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -976826.937500 Penalty: 4716.959961
	Iteration 9Q: 3 clusters Score -976826.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -976982.687500 Penalty: 4716.959961
	Iteration 10Q: 3 clusters Score -976982.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -977108.250000 Penalty: 4716.959961
	Iteration 11Q: 3 clusters Score -977108.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -977236.437500 Penalty: 4716.959961
	Iteration 12Q: 3 clusters Score -977236.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -977382.000000 Penalty: 4716.959961
	Iteration 13Q: 3 clusters Score -977382 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -977522.000000 Penalty: 4716.959961
	Iteration 14Q: 3 clusters Score -977522 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -977683.812500 Penalty: 4716.959961
	Iteration 15Q: 3 clusters Score -977683.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -977833.375000 Penalty: 4716.959961
	Iteration 16Q: 3 clusters Score -977833.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -977976.437500 Penalty: 4716.959961
	Iteration 17Q: 3 clusters Score -977976.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -978128.687500 Penalty: 4716.959961
	Iteration 18Q: 3 clusters Score -978128.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -978267.625000 Penalty: 4716.959961
	Iteration 19Q: 3 clusters Score -978267.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -978425.375000 Penalty: 4716.959961
	Iteration 20F: 3 clusters Score -978425.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -978548.437500 Penalty: 4716.959961
	Iteration 21Q: 3 clusters Score -978548.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -978652.187500 Penalty: 4716.959961
	Iteration 22Q: 3 clusters Score -978652.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -978736.000000 Penalty: 4716.959961
	Iteration 23Q: 3 clusters Score -978736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -978795.062500 Penalty: 4716.959961
	Iteration 24Q: 3 clusters Score -978795.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -978837.750000 Penalty: 4716.959961
	Iteration 25Q: 3 clusters Score -978837.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -978885.312500 Penalty: 4716.959961
	Iteration 26Q: 3 clusters Score -978885.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -978925.312500 Penalty: 4716.959961
	Iteration 27Q: 3 clusters Score -978925.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -978960.687500 Penalty: 4716.959961
	Iteration 28Q: 3 clusters Score -978960.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -978987.312500 Penalty: 4716.959961
	Iteration 29Q: 3 clusters Score -978987.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -979021.937500 Penalty: 4716.959961
	Iteration 30Q: 3 clusters Score -979021.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -979051.625000 Penalty: 4716.959961
	Iteration 31Q: 3 clusters Score -979051.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -979081.687500 Penalty: 4716.959961
	Iteration 32Q: 3 clusters Score -979081.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -979096.812500 Penalty: 4716.959961
	Iteration 33Q: 3 clusters Score -979096.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -979109.750000 Penalty: 4716.959961
	Iteration 34Q: 3 clusters Score -979109.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -979119.062500 Penalty: 4716.959961
	Iteration 35Q: 3 clusters Score -979119.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -979129.500000 Penalty: 4716.959961
	Iteration 36Q: 3 clusters Score -979129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -979135.687500 Penalty: 4716.959961
	Iteration 37Q: 3 clusters Score -979135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -979139.750000 Penalty: 4716.959961
	Iteration 38Q: 3 clusters Score -979139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -979142.625000 Penalty: 4716.959961
	Iteration 39Q: 3 clusters Score -979142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -979146.937500 Penalty: 4716.959961
	Iteration 40F: 3 clusters Score -979146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -979148.437500 Penalty: 4716.959961
	Iteration 41Q: 3 clusters Score -979148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -979149.500000 Penalty: 4716.959961
	Iteration 42Q: 3 clusters Score -979149.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -979152.750000 Penalty: 4716.959961
	Iteration 43Q: 3 clusters Score -979152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -979156.250000 Penalty: 4716.959961
	Iteration 44Q: 3 clusters Score -979156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -979157.625000 Penalty: 4716.959961
	Iteration 45Q: 3 clusters Score -979157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -979158.500000 Penalty: 4716.959961
	Iteration 46Q: 3 clusters Score -979158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -979158.937500 Penalty: 4716.959961
	Iteration 47Q: 3 clusters Score -979158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -979159.125000 Penalty: 4716.959961
	Iteration 48Q: 3 clusters Score -979159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -979159.125000 Penalty: 4716.959961
	Iteration 49F: 3 clusters Score -979159.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Entering Unmasked Estep 
Score: -632846.062500 Penalty: 2222.545898
	Iteration 0F: 2 clusters Score -632846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -626627.750000 Penalty: 4445.091797
	Iteration 0F: 3 clusters Score -626627.8 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -628530.500000 Penalty: 4445.091797
	Iteration 1F: 3 clusters Score -628530.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -628950.875000 Penalty: 4445.091797
	Iteration 2F: 3 clusters Score -628950.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -629252.250000 Penalty: 4445.091797
	Iteration 3F: 3 clusters Score -629252.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -629565.937500 Penalty: 4445.091797
	Iteration 4F: 3 clusters Score -629565.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -629898.750000 Penalty: 4445.091797
	Iteration 5F: 3 clusters Score -629898.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -630218.125000 Penalty: 4445.091797
	Iteration 6F: 3 clusters Score -630218.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -630476.750000 Penalty: 4445.091797
	Iteration 7Q: 3 clusters Score -630476.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -630727.062500 Penalty: 4445.091797
	Iteration 8Q: 3 clusters Score -630727.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -630910.875000 Penalty: 4445.091797
	Iteration 9Q: 3 clusters Score -630910.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -631027.812500 Penalty: 4445.091797
	Iteration 10Q: 3 clusters Score -631027.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -631110.750000 Penalty: 4445.091797
	Iteration 11Q: 3 clusters Score -631110.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -631176.750000 Penalty: 4445.091797
	Iteration 12Q: 3 clusters Score -631176.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -631245.250000 Penalty: 4445.091797
	Iteration 13Q: 3 clusters Score -631245.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -631295.500000 Penalty: 4445.091797
	Iteration 14Q: 3 clusters Score -631295.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -631333.187500 Penalty: 4445.091797
	Iteration 15Q: 3 clusters Score -631333.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -631369.937500 Penalty: 4445.091797
	Iteration 16Q: 3 clusters Score -631369.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -631403.250000 Penalty: 4445.091797
	Iteration 17Q: 3 clusters Score -631403.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -631423.812500 Penalty: 4445.091797
	Iteration 18Q: 3 clusters Score -631423.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -631438.500000 Penalty: 4445.091797
	Iteration 19Q: 3 clusters Score -631438.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -631449.125000 Penalty: 4445.091797
	Iteration 20F: 3 clusters Score -631449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -631458.937500 Penalty: 4445.091797
	Iteration 21Q: 3 clusters Score -631458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -631467.000000 Penalty: 4445.091797
	Iteration 22Q: 3 clusters Score -631467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -631477.875000 Penalty: 4445.091797
	Iteration 23Q: 3 clusters Score -631477.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -631484.750000 Penalty: 4445.091797
	Iteration 24Q: 3 clusters Score -631484.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -631491.812500 Penalty: 4445.091797
	Iteration 25Q: 3 clusters Score -631491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -631494.937500 Penalty: 4445.091797
	Iteration 26Q: 3 clusters Score -631494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -631494.062500 Penalty: 4445.091797
	Iteration 27Q: 3 clusters Score -631494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -631495.437500 Penalty: 4445.091797
	Iteration 28Q: 3 clusters Score -631495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -631496.000000 Penalty: 4445.091797
	Iteration 29Q: 3 clusters Score -631496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -631496.312500 Penalty: 4445.091797
	Iteration 30Q: 3 clusters Score -631496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -631497.500000 Penalty: 4445.091797
	Iteration 31Q: 3 clusters Score -631497.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -631498.750000 Penalty: 4445.091797
	Iteration 32Q: 3 clusters Score -631498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -631498.750000 Penalty: 4445.091797
	Iteration 33Q: 3 clusters Score -631498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -631499.937500 Penalty: 4445.091797
	Iteration 34Q: 3 clusters Score -631499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -631498.875000 Penalty: 4445.091797
	Iteration 35Q: 3 clusters Score -631498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -631498.875000 Penalty: 4445.091797
	Iteration 36F: 3 clusters Score -631498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -68236.171875 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -68236.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -66224.273438 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -66224.27 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66714.593750 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -66714.59 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -66936.085938 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -66936.09 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -67044.539062 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -67044.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -67102.843750 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -67102.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67157.976562 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -67157.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -67209.226562 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -67209.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -67247.773438 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -67247.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67267.343750 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -67267.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67288.835938 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -67288.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -67304.429688 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -67304.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -67311.398438 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -67311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -67316.203125 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -67316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -67331.312500 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -67331.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -67354.757812 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -67354.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67400.179688 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -67400.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67452.843750 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -67452.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -67507.398438 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -67507.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67573.101562 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -67573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -67594.820312 Penalty: 3504.967529
	Iteration 19Q: 3 clusters Score -67594.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -67611.289062 Penalty: 3504.967529
	Iteration 20F: 3 clusters Score -67611.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67626.312500 Penalty: 3504.967529
	Iteration 21Q: 3 clusters Score -67626.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -67634.453125 Penalty: 3504.967529
	Iteration 22Q: 3 clusters Score -67634.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -67637.109375 Penalty: 3504.967529
	Iteration 23Q: 3 clusters Score -67637.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -67637.109375 Penalty: 3504.967529
	Iteration 24F: 3 clusters Score -67637.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -141058.531250 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -141058.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -138574.828125 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -138574.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -139044.968750 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -139045 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139150.875000 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -139150.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -139192.640625 Penalty: 3724.630127
	Iteration 3Q: 3 clusters Score -139192.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -139222.312500 Penalty: 3724.630127
	Iteration 4Q: 3 clusters Score -139222.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -139255.265625 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -139255.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139290.968750 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -139291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -139326.578125 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -139326.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139351.656250 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -139351.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -139380.593750 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -139380.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -139416.171875 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -139416.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139436.046875 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -139436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -139458.656250 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -139458.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -139486.390625 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -139486.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -139519.734375 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -139519.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -139547.390625 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -139547.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -139577.281250 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -139577.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -139602.921875 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -139602.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -139625.406250 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -139625.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -139648.875000 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -139648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -139681.140625 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -139681.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -139727.250000 Penalty: 3724.630127
	Iteration 21Q: 3 clusters Score -139727.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -139766.765625 Penalty: 3724.630127
	Iteration 22Q: 3 clusters Score -139766.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -139806.562500 Penalty: 3724.630127
	Iteration 23Q: 3 clusters Score -139806.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -139839.437500 Penalty: 3724.630127
	Iteration 24Q: 3 clusters Score -139839.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -139860.546875 Penalty: 3724.630127
	Iteration 25Q: 3 clusters Score -139860.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -139873.625000 Penalty: 3724.630127
	Iteration 26Q: 3 clusters Score -139873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -139885.859375 Penalty: 3724.630127
	Iteration 27Q: 3 clusters Score -139885.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -139899.093750 Penalty: 3724.630127
	Iteration 28Q: 3 clusters Score -139899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -139907.812500 Penalty: 3724.630127
	Iteration 29Q: 3 clusters Score -139907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -139915.328125 Penalty: 3724.630127
	Iteration 30Q: 3 clusters Score -139915.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -139920.265625 Penalty: 3724.630127
	Iteration 31Q: 3 clusters Score -139920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -139923.125000 Penalty: 3724.630127
	Iteration 32Q: 3 clusters Score -139923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -139928.312500 Penalty: 3724.630127
	Iteration 33Q: 3 clusters Score -139928.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -139934.234375 Penalty: 3724.630127
	Iteration 34Q: 3 clusters Score -139934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -139938.656250 Penalty: 3724.630127
	Iteration 35Q: 3 clusters Score -139938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -139940.796875 Penalty: 3724.630127
	Iteration 36Q: 3 clusters Score -139940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -139941.453125 Penalty: 3724.630127
	Iteration 37Q: 3 clusters Score -139941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -139946.000000 Penalty: 3724.630127
	Iteration 38Q: 3 clusters Score -139946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -139952.062500 Penalty: 3724.630127
	Iteration 39Q: 3 clusters Score -139952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -139952.765625 Penalty: 3724.630127
	Iteration 40F: 3 clusters Score -139952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -139955.296875 Penalty: 3724.630127
	Iteration 41Q: 3 clusters Score -139955.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -139955.296875 Penalty: 3724.630127
	Iteration 42F: 3 clusters Score -139955.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -63129.300781 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -63129.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61333.054688 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -61333.05 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61572.703125 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -61572.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61662.167969 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -61662.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61713.000000 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -61713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61729.605469 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -61729.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61735.929688 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -61735.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61741.667969 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -61741.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61749.347656 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -61749.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61750.796875 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -61750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61750.796875 Penalty: 3312.457520
	Iteration 9F: 3 clusters Score -61750.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -361851.750000 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -361851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -357702.500000 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -357702.5 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -358621.593750 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -358621.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -358834.031250 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -358834 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -359014.718750 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -359014.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -359144.218750 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -359144.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -359255.125000 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -359255.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -359356.812500 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -359356.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -359461.593750 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -359461.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -359575.437500 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -359575.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -359686.375000 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -359686.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -359780.906250 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -359780.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -359847.593750 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -359847.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -359894.343750 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -359894.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -359933.312500 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -359933.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -359962.156250 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -359962.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -360001.781250 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -360001.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -360048.187500 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -360048.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -360094.625000 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -360094.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -360133.625000 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -360133.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -360159.812500 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -360159.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -360183.718750 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -360183.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -360208.312500 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -360208.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -360224.812500 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -360224.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -360236.062500 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -360236.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -360244.500000 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -360244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -360248.062500 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -360248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -360252.843750 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -360252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -360259.281250 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -360259.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -360269.843750 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -360269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -360278.375000 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -360278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -360285.875000 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -360285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -360291.406250 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -360291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -360294.250000 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -360294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -360295.843750 Penalty: 4159.994141
	Iteration 33Q: 3 clusters Score -360295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -360297.718750 Penalty: 4159.994141
	Iteration 34Q: 3 clusters Score -360297.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -360297.406250 Penalty: 4159.994141
	Iteration 35Q: 3 clusters Score -360297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -360299.031250 Penalty: 4159.994141
	Iteration 36Q: 3 clusters Score -360299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -360300.375000 Penalty: 4159.994141
	Iteration 37Q: 3 clusters Score -360300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -360302.187500 Penalty: 4159.994141
	Iteration 38Q: 3 clusters Score -360302.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -360304.562500 Penalty: 4159.994141
	Iteration 39Q: 3 clusters Score -360304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -360304.593750 Penalty: 4159.994141
	Iteration 40F: 3 clusters Score -360304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -360305.468750 Penalty: 4159.994141
	Iteration 41Q: 3 clusters Score -360305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -360306.093750 Penalty: 4159.994141
	Iteration 42Q: 3 clusters Score -360306.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -360306.093750 Penalty: 4159.994141
	Iteration 43F: 3 clusters Score -360306.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Entering Unmasked Estep 
Score: -648329.187500 Penalty: 2231.169678
	Iteration 0F: 2 clusters Score -648329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -641835.187500 Penalty: 4462.339355
	Iteration 0F: 3 clusters Score -641835.2 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -643609.062500 Penalty: 4462.339355
	Iteration 1F: 3 clusters Score -643609.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -643938.875000 Penalty: 4462.339355
	Iteration 2F: 3 clusters Score -643938.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -644157.062500 Penalty: 4462.339355
	Iteration 3F: 3 clusters Score -644157.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -644325.625000 Penalty: 4462.339355
	Iteration 4Q: 3 clusters Score -644325.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -644526.125000 Penalty: 4462.339355
	Iteration 5Q: 3 clusters Score -644526.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -644748.750000 Penalty: 4462.339355
	Iteration 6Q: 3 clusters Score -644748.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -645004.312500 Penalty: 4462.339355
	Iteration 7Q: 3 clusters Score -645004.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -645281.437500 Penalty: 4462.339355
	Iteration 8Q: 3 clusters Score -645281.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -645551.062500 Penalty: 4462.339355
	Iteration 9Q: 3 clusters Score -645551.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -645811.562500 Penalty: 4462.339355
	Iteration 10Q: 3 clusters Score -645811.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -646043.500000 Penalty: 4462.339355
	Iteration 11Q: 3 clusters Score -646043.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -646188.000000 Penalty: 4462.339355
	Iteration 12Q: 3 clusters Score -646188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -646286.750000 Penalty: 4462.339355
	Iteration 13Q: 3 clusters Score -646286.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -646355.062500 Penalty: 4462.339355
	Iteration 14Q: 3 clusters Score -646355.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -646412.250000 Penalty: 4462.339355
	Iteration 15Q: 3 clusters Score -646412.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -646458.875000 Penalty: 4462.339355
	Iteration 16Q: 3 clusters Score -646458.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -646494.875000 Penalty: 4462.339355
	Iteration 17Q: 3 clusters Score -646494.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -646521.125000 Penalty: 4462.339355
	Iteration 18Q: 3 clusters Score -646521.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -646539.625000 Penalty: 4462.339355
	Iteration 19Q: 3 clusters Score -646539.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -646547.375000 Penalty: 4462.339355
	Iteration 20F: 3 clusters Score -646547.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -646554.750000 Penalty: 4462.339355
	Iteration 21Q: 3 clusters Score -646554.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -646559.375000 Penalty: 4462.339355
	Iteration 22Q: 3 clusters Score -646559.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -646563.750000 Penalty: 4462.339355
	Iteration 23Q: 3 clusters Score -646563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -646565.625000 Penalty: 4462.339355
	Iteration 24Q: 3 clusters Score -646565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -646567.937500 Penalty: 4462.339355
	Iteration 25Q: 3 clusters Score -646567.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -646571.687500 Penalty: 4462.339355
	Iteration 26Q: 3 clusters Score -646571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -646573.562500 Penalty: 4462.339355
	Iteration 27Q: 3 clusters Score -646573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -646574.687500 Penalty: 4462.339355
	Iteration 28Q: 3 clusters Score -646574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -646576.812500 Penalty: 4462.339355
	Iteration 29Q: 3 clusters Score -646576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -646578.875000 Penalty: 4462.339355
	Iteration 30Q: 3 clusters Score -646578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -646579.937500 Penalty: 4462.339355
	Iteration 31Q: 3 clusters Score -646579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -646580.625000 Penalty: 4462.339355
	Iteration 32Q: 3 clusters Score -646580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -646580.812500 Penalty: 4462.339355
	Iteration 33Q: 3 clusters Score -646580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -646581.250000 Penalty: 4462.339355
	Iteration 34Q: 3 clusters Score -646581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -646581.062500 Penalty: 4462.339355
	Iteration 35Q: 3 clusters Score -646581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -646581.812500 Penalty: 4462.339355
	Iteration 36Q: 3 clusters Score -646581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -646582.937500 Penalty: 4462.339355
	Iteration 37Q: 3 clusters Score -646582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -646584.437500 Penalty: 4462.339355
	Iteration 38Q: 3 clusters Score -646584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -646584.500000 Penalty: 4462.339355
	Iteration 39Q: 3 clusters Score -646584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -646586.562500 Penalty: 4462.339355
	Iteration 40F: 3 clusters Score -646586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -646588.125000 Penalty: 4462.339355
	Iteration 41Q: 3 clusters Score -646588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -646590.562500 Penalty: 4462.339355
	Iteration 42Q: 3 clusters Score -646590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -646592.250000 Penalty: 4462.339355
	Iteration 43Q: 3 clusters Score -646592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -646594.375000 Penalty: 4462.339355
	Iteration 44Q: 3 clusters Score -646594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -646598.000000 Penalty: 4462.339355
	Iteration 45Q: 3 clusters Score -646598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -646600.500000 Penalty: 4462.339355
	Iteration 46Q: 3 clusters Score -646600.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -646601.125000 Penalty: 4462.339355
	Iteration 47Q: 3 clusters Score -646601.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -646604.250000 Penalty: 4462.339355
	Iteration 48Q: 3 clusters Score -646604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -646605.437500 Penalty: 4462.339355
	Iteration 49Q: 3 clusters Score -646605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -646604.937500 Penalty: 4462.339355
	Iteration 50Q: 3 clusters Score -646604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -646607.500000 Penalty: 4462.339355
	Iteration 51Q: 3 clusters Score -646607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -646610.000000 Penalty: 4462.339355
	Iteration 52Q: 3 clusters Score -646610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -646611.500000 Penalty: 4462.339355
	Iteration 53Q: 3 clusters Score -646611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -646615.312500 Penalty: 4462.339355
	Iteration 54Q: 3 clusters Score -646615.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -646617.000000 Penalty: 4462.339355
	Iteration 55Q: 3 clusters Score -646617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -646618.562500 Penalty: 4462.339355
	Iteration 56Q: 3 clusters Score -646618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -646619.625000 Penalty: 4462.339355
	Iteration 57Q: 3 clusters Score -646619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -646621.125000 Penalty: 4462.339355
	Iteration 58Q: 3 clusters Score -646621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -646622.500000 Penalty: 4462.339355
	Iteration 59Q: 3 clusters Score -646622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -646621.937500 Penalty: 4462.339355
	Iteration 60F: 3 clusters Score -646621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -646622.750000 Penalty: 4462.339355
	Iteration 61Q: 3 clusters Score -646622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -646624.437500 Penalty: 4462.339355
	Iteration 62Q: 3 clusters Score -646624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -646625.500000 Penalty: 4462.339355
	Iteration 63Q: 3 clusters Score -646625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -646626.937500 Penalty: 4462.339355
	Iteration 64Q: 3 clusters Score -646626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -646628.375000 Penalty: 4462.339355
	Iteration 65Q: 3 clusters Score -646628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -646629.187500 Penalty: 4462.339355
	Iteration 66Q: 3 clusters Score -646629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -646630.937500 Penalty: 4462.339355
	Iteration 67Q: 3 clusters Score -646630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -646631.250000 Penalty: 4462.339355
	Iteration 68Q: 3 clusters Score -646631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -646632.250000 Penalty: 4462.339355
	Iteration 69Q: 3 clusters Score -646632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -646632.687500 Penalty: 4462.339355
	Iteration 70Q: 3 clusters Score -646632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -646632.312500 Penalty: 4462.339355
	Iteration 71Q: 3 clusters Score -646632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -646632.437500 Penalty: 4462.339355
	Iteration 72Q: 3 clusters Score -646632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -646632.000000 Penalty: 4462.339355
	Iteration 73Q: 3 clusters Score -646632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -646633.062500 Penalty: 4462.339355
	Iteration 74Q: 3 clusters Score -646633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -646633.500000 Penalty: 4462.339355
	Iteration 75Q: 3 clusters Score -646633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -646633.500000 Penalty: 4462.339355
	Iteration 76F: 3 clusters Score -646633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -195162.156250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -195162.2 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 1420 members 
Entering Unmasked Estep 
Score: -191996.812500 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -191996.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -192710.687500 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -192710.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -193072.312500 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -193072.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -193383.546875 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -193383.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -193626.468750 Penalty: 3941.697754
	Iteration 4F: 3 clusters Score -193626.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -193825.468750 Penalty: 3941.697754
	Iteration 5F: 3 clusters Score -193825.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -194016.125000 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -194016.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -194120.484375 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -194120.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -194175.109375 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -194175.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -194207.203125 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -194207.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -194237.781250 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -194237.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -194267.296875 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -194267.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -194299.140625 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -194299.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -194324.406250 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -194324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -194337.406250 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -194337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -194347.218750 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -194347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -194352.140625 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -194352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -194355.484375 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -194355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -194357.671875 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -194357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -194359.968750 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -194360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -194361.656250 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -194361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -194363.359375 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -194363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -194364.078125 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -194364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -194365.765625 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -194365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -194367.140625 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -194367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -194368.906250 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -194368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -194370.078125 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -194370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -194371.296875 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -194371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -194371.937500 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -194371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -194373.281250 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -194373.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -194373.281250 Penalty: 3941.697754
	Iteration 30F: 3 clusters Score -194373.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -80194.875000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -80194.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78235.570312 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -78235.57 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -78497.703125 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -78497.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78590.000000 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -78590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -78635.000000 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -78635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78668.640625 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -78668.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78675.929688 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -78675.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78676.945312 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -78676.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78678.140625 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -78678.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78684.468750 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -78684.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78688.007812 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -78688.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78688.007812 Penalty: 3421.762451
	Iteration 10F: 3 clusters Score -78688.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (37643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Entering Unmasked Estep 
Score: -3139263.500000 Penalty: 2612.903809
	Iteration 0F: 2 clusters Score -3139264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3113629.250000 Penalty: 5225.807617
	Iteration 0F: 3 clusters Score -3113629 nChanged 17194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3123464.000000 Penalty: 5225.807617
	Iteration 1F: 3 clusters Score -3123464 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3124348.250000 Penalty: 5225.807617
	Iteration 2F: 3 clusters Score -3124348 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3125482.750000 Penalty: 5225.807617
	Iteration 3F: 3 clusters Score -3125483 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3127093.250000 Penalty: 5225.807617
	Iteration 4F: 3 clusters Score -3127093 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3129202.000000 Penalty: 5225.807617
	Iteration 5F: 3 clusters Score -3129202 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3131513.750000 Penalty: 5225.807617
	Iteration 6F: 3 clusters Score -3131514 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3133618.750000 Penalty: 5225.807617
	Iteration 7F: 3 clusters Score -3133619 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3135167.250000 Penalty: 5225.807617
	Iteration 8Q: 3 clusters Score -3135167 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3136104.250000 Penalty: 5225.807617
	Iteration 9Q: 3 clusters Score -3136104 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3136568.750000 Penalty: 5225.807617
	Iteration 10Q: 3 clusters Score -3136569 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3136833.250000 Penalty: 5225.807617
	Iteration 11Q: 3 clusters Score -3136833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3136951.500000 Penalty: 5225.807617
	Iteration 12Q: 3 clusters Score -3136952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3137041.500000 Penalty: 5225.807617
	Iteration 13Q: 3 clusters Score -3137042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3137104.750000 Penalty: 5225.807617
	Iteration 14Q: 3 clusters Score -3137105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3137162.750000 Penalty: 5225.807617
	Iteration 15Q: 3 clusters Score -3137163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3137190.750000 Penalty: 5225.807617
	Iteration 16Q: 3 clusters Score -3137191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3137205.500000 Penalty: 5225.807617
	Iteration 17Q: 3 clusters Score -3137206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3137223.250000 Penalty: 5225.807617
	Iteration 18Q: 3 clusters Score -3137223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3137252.250000 Penalty: 5225.807617
	Iteration 19Q: 3 clusters Score -3137252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3137259.750000 Penalty: 5225.807617
	Iteration 20F: 3 clusters Score -3137260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3137270.250000 Penalty: 5225.807617
	Iteration 21Q: 3 clusters Score -3137270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3137276.750000 Penalty: 5225.807617
	Iteration 22Q: 3 clusters Score -3137277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3137286.750000 Penalty: 5225.807617
	Iteration 23Q: 3 clusters Score -3137287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3137286.000000 Penalty: 5225.807617
	Iteration 24Q: 3 clusters Score -3137286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3137289.500000 Penalty: 5225.807617
	Iteration 25Q: 3 clusters Score -3137290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3137289.500000 Penalty: 5225.807617
	Iteration 26Q: 3 clusters Score -3137290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3137290.000000 Penalty: 5225.807617
	Iteration 27Q: 3 clusters Score -3137290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3137288.250000 Penalty: 5225.807617
	Iteration 28Q: 3 clusters Score -3137288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3137292.750000 Penalty: 5225.807617
	Iteration 29Q: 3 clusters Score -3137293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3137297.250000 Penalty: 5225.807617
	Iteration 30Q: 3 clusters Score -3137297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3137300.500000 Penalty: 5225.807617
	Iteration 31Q: 3 clusters Score -3137300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3137300.500000 Penalty: 5225.807617
	Iteration 32F: 3 clusters Score -3137300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (2656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Entering Unmasked Estep 
Score: -217142.671875 Penalty: 1955.374878
	Iteration 0F: 2 clusters Score -217142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -214073.031250 Penalty: 3910.749756
	Iteration 0F: 3 clusters Score -214073 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -214640.015625 Penalty: 3910.749756
	Iteration 1F: 3 clusters Score -214640 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214779.015625 Penalty: 3910.749756
	Iteration 2F: 3 clusters Score -214779 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -214862.453125 Penalty: 3910.749756
	Iteration 3Q: 3 clusters Score -214862.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -214913.218750 Penalty: 3910.749756
	Iteration 4Q: 3 clusters Score -214913.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -214955.875000 Penalty: 3910.749756
	Iteration 5Q: 3 clusters Score -214955.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214992.140625 Penalty: 3910.749756
	Iteration 6Q: 3 clusters Score -214992.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -215024.656250 Penalty: 3910.749756
	Iteration 7Q: 3 clusters Score -215024.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -215057.328125 Penalty: 3910.749756
	Iteration 8Q: 3 clusters Score -215057.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -215081.312500 Penalty: 3910.749756
	Iteration 9Q: 3 clusters Score -215081.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -215106.281250 Penalty: 3910.749756
	Iteration 10Q: 3 clusters Score -215106.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -215138.093750 Penalty: 3910.749756
	Iteration 11Q: 3 clusters Score -215138.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -215163.968750 Penalty: 3910.749756
	Iteration 12Q: 3 clusters Score -215164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215188.343750 Penalty: 3910.749756
	Iteration 13Q: 3 clusters Score -215188.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -215204.359375 Penalty: 3910.749756
	Iteration 14Q: 3 clusters Score -215204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -215221.750000 Penalty: 3910.749756
	Iteration 15Q: 3 clusters Score -215221.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -215239.484375 Penalty: 3910.749756
	Iteration 16Q: 3 clusters Score -215239.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -215256.187500 Penalty: 3910.749756
	Iteration 17Q: 3 clusters Score -215256.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -215268.437500 Penalty: 3910.749756
	Iteration 18Q: 3 clusters Score -215268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -215283.625000 Penalty: 3910.749756
	Iteration 19Q: 3 clusters Score -215283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -215297.171875 Penalty: 3910.749756
	Iteration 20F: 3 clusters Score -215297.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -215310.046875 Penalty: 3910.749756
	Iteration 21Q: 3 clusters Score -215310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215316.140625 Penalty: 3910.749756
	Iteration 22Q: 3 clusters Score -215316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215318.453125 Penalty: 3910.749756
	Iteration 23Q: 3 clusters Score -215318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215323.078125 Penalty: 3910.749756
	Iteration 24Q: 3 clusters Score -215323.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215326.984375 Penalty: 3910.749756
	Iteration 25Q: 3 clusters Score -215327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -215329.578125 Penalty: 3910.749756
	Iteration 26Q: 3 clusters Score -215329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -215332.578125 Penalty: 3910.749756
	Iteration 27Q: 3 clusters Score -215332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -215336.046875 Penalty: 3910.749756
	Iteration 28Q: 3 clusters Score -215336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -215340.453125 Penalty: 3910.749756
	Iteration 29Q: 3 clusters Score -215340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -215342.687500 Penalty: 3910.749756
	Iteration 30Q: 3 clusters Score -215342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -215344.859375 Penalty: 3910.749756
	Iteration 31Q: 3 clusters Score -215344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -215347.890625 Penalty: 3910.749756
	Iteration 32Q: 3 clusters Score -215347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -215352.718750 Penalty: 3910.749756
	Iteration 33Q: 3 clusters Score -215352.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -215360.265625 Penalty: 3910.749756
	Iteration 34Q: 3 clusters Score -215360.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -215371.546875 Penalty: 3910.749756
	Iteration 35Q: 3 clusters Score -215371.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -215385.328125 Penalty: 3910.749756
	Iteration 36Q: 3 clusters Score -215385.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -215393.843750 Penalty: 3910.749756
	Iteration 37Q: 3 clusters Score -215393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -215409.093750 Penalty: 3910.749756
	Iteration 38Q: 3 clusters Score -215409.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -215419.390625 Penalty: 3910.749756
	Iteration 39Q: 3 clusters Score -215419.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215431.703125 Penalty: 3910.749756
	Iteration 40F: 3 clusters Score -215431.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -215443.562500 Penalty: 3910.749756
	Iteration 41Q: 3 clusters Score -215443.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -215455.625000 Penalty: 3910.749756
	Iteration 42Q: 3 clusters Score -215455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -215461.078125 Penalty: 3910.749756
	Iteration 43Q: 3 clusters Score -215461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -215462.796875 Penalty: 3910.749756
	Iteration 44Q: 3 clusters Score -215462.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -215465.171875 Penalty: 3910.749756
	Iteration 45Q: 3 clusters Score -215465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -215468.734375 Penalty: 3910.749756
	Iteration 46Q: 3 clusters Score -215468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -215472.281250 Penalty: 3910.749756
	Iteration 47Q: 3 clusters Score -215472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -215475.218750 Penalty: 3910.749756
	Iteration 48Q: 3 clusters Score -215475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -215478.546875 Penalty: 3910.749756
	Iteration 49Q: 3 clusters Score -215478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215481.156250 Penalty: 3910.749756
	Iteration 50Q: 3 clusters Score -215481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215481.328125 Penalty: 3910.749756
	Iteration 51Q: 3 clusters Score -215481.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215481.328125 Penalty: 3910.749756
	Iteration 52F: 3 clusters Score -215481.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Entering Unmasked Estep 
Score: -469972.250000 Penalty: 2178.548340
	Iteration 0F: 2 clusters Score -469972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -464468.781250 Penalty: 4357.096680
	Iteration 0F: 3 clusters Score -464468.8 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -465976.343750 Penalty: 4357.096680
	Iteration 1F: 3 clusters Score -465976.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -466313.093750 Penalty: 4357.096680
	Iteration 2F: 3 clusters Score -466313.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -466546.812500 Penalty: 4357.096680
	Iteration 3F: 3 clusters Score -466546.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -466738.781250 Penalty: 4357.096680
	Iteration 4Q: 3 clusters Score -466738.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -466896.218750 Penalty: 4357.096680
	Iteration 5Q: 3 clusters Score -466896.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -467029.781250 Penalty: 4357.096680
	Iteration 6Q: 3 clusters Score -467029.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -467149.375000 Penalty: 4357.096680
	Iteration 7Q: 3 clusters Score -467149.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -467280.156250 Penalty: 4357.096680
	Iteration 8Q: 3 clusters Score -467280.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -467392.718750 Penalty: 4357.096680
	Iteration 9Q: 3 clusters Score -467392.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -467502.937500 Penalty: 4357.096680
	Iteration 10Q: 3 clusters Score -467502.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -467591.750000 Penalty: 4357.096680
	Iteration 11Q: 3 clusters Score -467591.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -467662.812500 Penalty: 4357.096680
	Iteration 12Q: 3 clusters Score -467662.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -467730.125000 Penalty: 4357.096680
	Iteration 13Q: 3 clusters Score -467730.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -467803.781250 Penalty: 4357.096680
	Iteration 14Q: 3 clusters Score -467803.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -467893.593750 Penalty: 4357.096680
	Iteration 15Q: 3 clusters Score -467893.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -467958.593750 Penalty: 4357.096680
	Iteration 16Q: 3 clusters Score -467958.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -468006.500000 Penalty: 4357.096680
	Iteration 17Q: 3 clusters Score -468006.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -468045.437500 Penalty: 4357.096680
	Iteration 18Q: 3 clusters Score -468045.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -468089.375000 Penalty: 4357.096680
	Iteration 19Q: 3 clusters Score -468089.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -468125.937500 Penalty: 4357.096680
	Iteration 20F: 3 clusters Score -468125.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -468155.312500 Penalty: 4357.096680
	Iteration 21Q: 3 clusters Score -468155.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -468184.406250 Penalty: 4357.096680
	Iteration 22Q: 3 clusters Score -468184.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -468203.812500 Penalty: 4357.096680
	Iteration 23Q: 3 clusters Score -468203.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -468217.375000 Penalty: 4357.096680
	Iteration 24Q: 3 clusters Score -468217.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -468226.468750 Penalty: 4357.096680
	Iteration 25Q: 3 clusters Score -468226.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -468234.718750 Penalty: 4357.096680
	Iteration 26Q: 3 clusters Score -468234.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -468240.531250 Penalty: 4357.096680
	Iteration 27Q: 3 clusters Score -468240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -468242.000000 Penalty: 4357.096680
	Iteration 28Q: 3 clusters Score -468242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -468245.343750 Penalty: 4357.096680
	Iteration 29Q: 3 clusters Score -468245.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -468247.218750 Penalty: 4357.096680
	Iteration 30Q: 3 clusters Score -468247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -468251.875000 Penalty: 4357.096680
	Iteration 31Q: 3 clusters Score -468251.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -468252.875000 Penalty: 4357.096680
	Iteration 32Q: 3 clusters Score -468252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -468257.593750 Penalty: 4357.096680
	Iteration 33Q: 3 clusters Score -468257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -468259.343750 Penalty: 4357.096680
	Iteration 34Q: 3 clusters Score -468259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -468263.906250 Penalty: 4357.096680
	Iteration 35Q: 3 clusters Score -468263.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -468268.937500 Penalty: 4357.096680
	Iteration 36Q: 3 clusters Score -468268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -468272.906250 Penalty: 4357.096680
	Iteration 37Q: 3 clusters Score -468272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -468279.031250 Penalty: 4357.096680
	Iteration 38Q: 3 clusters Score -468279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -468284.531250 Penalty: 4357.096680
	Iteration 39Q: 3 clusters Score -468284.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -468285.968750 Penalty: 4357.096680
	Iteration 40F: 3 clusters Score -468286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -468289.312500 Penalty: 4357.096680
	Iteration 41Q: 3 clusters Score -468289.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -468297.531250 Penalty: 4357.096680
	Iteration 42Q: 3 clusters Score -468297.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -468304.343750 Penalty: 4357.096680
	Iteration 43Q: 3 clusters Score -468304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -468307.562500 Penalty: 4357.096680
	Iteration 44Q: 3 clusters Score -468307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -468307.750000 Penalty: 4357.096680
	Iteration 45Q: 3 clusters Score -468307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -468310.312500 Penalty: 4357.096680
	Iteration 46Q: 3 clusters Score -468310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -468310.312500 Penalty: 4357.096680
	Iteration 47F: 3 clusters Score -468310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2612 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20500 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1172 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8076 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 53 contains 2656 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169596.000000 Penalty: 179406.406250
Iteration 199Q: 55 clusters Score -5.11696e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2340 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 12977 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56934 members 
Mstep: Class 20 contains 3399 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61230 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2611 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20502 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23099 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13495 members 
Mstep: Class 43 contains 7802 members 
Mstep: Class 44 contains 1166 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37644 members 
Mstep: Class 52 contains 2129 members 
Mstep: Class 53 contains 2694 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169840.000000 Penalty: 179406.406250
Iteration 200F: 55 clusters Score -5.116984e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21202 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12920 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61231 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15752 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20501 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23098 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2633 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13497 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1164 members 
Mstep: Class 45 contains 1825 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4390 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37644 members 
Mstep: Class 52 contains 2183 members 
Mstep: Class 53 contains 2743 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169992.000000 Penalty: 179406.406250
Iteration 201Q: 55 clusters Score -5.116999e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7022 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12855 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61233 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2589 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20502 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23100 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2633 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13503 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1164 members 
Mstep: Class 45 contains 1826 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37643 members 
Mstep: Class 52 contains 2201 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170108.000000 Penalty: 179406.406250
Iteration 202Q: 55 clusters Score -5.117011e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 859 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12791 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3395 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61234 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2589 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20501 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23106 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 9568 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13499 members 
Mstep: Class 43 contains 7806 members 
Mstep: Class 44 contains 1164 members 
Mstep: Class 45 contains 1831 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37642 members 
Mstep: Class 52 contains 2209 members 
Mstep: Class 53 contains 2865 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170092.000000 Penalty: 179406.406250
Iteration 203Q: 55 clusters Score -5.117009e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12731 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61236 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15751 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20501 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23106 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9565 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7807 members 
Mstep: Class 44 contains 1164 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37641 members 
Mstep: Class 52 contains 2215 members 
Mstep: Class 53 contains 2934 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170292.000000 Penalty: 179406.406250
Iteration 204Q: 55 clusters Score -5.117029e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 942 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12670 members 
Mstep: Class 13 contains 5216 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61236 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15750 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23107 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9563 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13493 members 
Mstep: Class 43 contains 7807 members 
Mstep: Class 44 contains 1164 members 
Mstep: Class 45 contains 1838 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37638 members 
Mstep: Class 52 contains 2220 members 
Mstep: Class 53 contains 2994 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170576.000000 Penalty: 179406.406250
Iteration 205Q: 55 clusters Score -5.117058e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12610 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61236 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 15750 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23103 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13496 members 
Mstep: Class 43 contains 7807 members 
Mstep: Class 44 contains 1165 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37635 members 
Mstep: Class 52 contains 2222 members 
Mstep: Class 53 contains 3063 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170572.000000 Penalty: 179406.406250
Iteration 206Q: 55 clusters Score -5.117057e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21199 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61238 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15748 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23103 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13494 members 
Mstep: Class 43 contains 7806 members 
Mstep: Class 44 contains 1166 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37633 members 
Mstep: Class 52 contains 2227 members 
Mstep: Class 53 contains 3124 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170644.000000 Penalty: 179406.406250
Iteration 207Q: 55 clusters Score -5.117064e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1985 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12479 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 16711 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61239 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15746 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20506 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23101 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13492 members 
Mstep: Class 43 contains 7806 members 
Mstep: Class 44 contains 1166 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37632 members 
Mstep: Class 52 contains 2236 members 
Mstep: Class 53 contains 3182 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170732.000000 Penalty: 179406.406250
Iteration 208Q: 55 clusters Score -5.117073e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1972 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12417 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61241 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15746 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23102 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13485 members 
Mstep: Class 43 contains 7806 members 
Mstep: Class 44 contains 1166 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8077 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37633 members 
Mstep: Class 52 contains 2247 members 
Mstep: Class 53 contains 3250 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170784.000000 Penalty: 179406.406250
Iteration 209Q: 55 clusters Score -5.117078e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12338 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 16711 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61241 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15746 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20503 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23103 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13480 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1167 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37632 members 
Mstep: Class 52 contains 2249 members 
Mstep: Class 53 contains 3321 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170920.000000 Penalty: 179406.406250
Iteration 210Q: 55 clusters Score -5.117092e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 989 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1964 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3385 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61244 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15745 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20505 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13478 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1168 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37632 members 
Mstep: Class 52 contains 2252 members 
Mstep: Class 53 contains 3414 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171016.000000 Penalty: 179406.406250
Iteration 211Q: 55 clusters Score -5.117102e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21199 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3378 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61244 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22135 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20501 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23102 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13476 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1169 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37629 members 
Mstep: Class 52 contains 2259 members 
Mstep: Class 53 contains 3516 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171004.000000 Penalty: 179406.406250
Iteration 212Q: 55 clusters Score -5.1171e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1957 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 12071 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61244 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22134 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20490 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23107 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13482 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1169 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4391 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37626 members 
Mstep: Class 52 contains 2266 members 
Mstep: Class 53 contains 3623 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171044.000000 Penalty: 179406.406250
Iteration 213Q: 55 clusters Score -5.117104e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 974 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1956 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11966 members 
Mstep: Class 13 contains 5205 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22133 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20485 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23108 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13482 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1169 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37626 members 
Mstep: Class 52 contains 2271 members 
Mstep: Class 53 contains 3743 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171128.000000 Penalty: 179406.406250
Iteration 214Q: 55 clusters Score -5.117113e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3361 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22133 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20475 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23109 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13481 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1173 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37626 members 
Mstep: Class 52 contains 2280 members 
Mstep: Class 53 contains 3843 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171264.000000 Penalty: 179406.406250
Iteration 215Q: 55 clusters Score -5.117126e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1952 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 16712 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3356 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61247 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22133 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20465 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23111 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13478 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37627 members 
Mstep: Class 52 contains 2297 members 
Mstep: Class 53 contains 3940 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171432.000000 Penalty: 179406.406250
Iteration 216Q: 55 clusters Score -5.117143e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 5197 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61247 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22133 members 
Mstep: Class 30 contains 2605 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20453 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23109 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2637 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13481 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1178 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 794 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37626 members 
Mstep: Class 52 contains 2314 members 
Mstep: Class 53 contains 4041 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171648.000000 Penalty: 179406.406250
Iteration 217Q: 55 clusters Score -5.117165e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 5196 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61247 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15744 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22133 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20444 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23110 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2637 members 
Mstep: Class 38 contains 9561 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13478 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1176 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 795 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37624 members 
Mstep: Class 52 contains 2319 members 
Mstep: Class 53 contains 4145 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171668.000000 Penalty: 179406.406250
Iteration 218Q: 55 clusters Score -5.117167e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1948 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 16715 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20435 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23108 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2638 members 
Mstep: Class 38 contains 9560 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13478 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 796 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37626 members 
Mstep: Class 52 contains 2323 members 
Mstep: Class 53 contains 4246 members 
Mstep: Class 54 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171620.000000 Penalty: 179406.406250
Iteration 219Q: 55 clusters Score -5.117162e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1947 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11488 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3303 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61245 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20436 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23104 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2637 members 
Mstep: Class 38 contains 9559 members 
Mstep: Class 39 contains 2028 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13477 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37626 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 4329 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171684.000000 Penalty: 179406.406250
Iteration 220F: 55 clusters Score -5.117168e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11418 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20441 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23098 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 9558 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13477 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1845 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37625 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 4415 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171932.000000 Penalty: 179406.406250
Iteration 221Q: 55 clusters Score -5.117193e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 1024 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 5194 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61245 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15743 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20439 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23093 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2638 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13475 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1848 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37622 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 4504 members 
Mstep: Class 54 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172088.000000 Penalty: 179406.406250
Iteration 222Q: 55 clusters Score -5.117209e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1807 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11303 members 
Mstep: Class 13 contains 5192 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3273 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61245 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20430 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23089 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2639 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12396 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13473 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1849 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37622 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 4592 members 
Mstep: Class 54 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172296.000000 Penalty: 179406.406250
Iteration 223Q: 55 clusters Score -5.11723e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 20939 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 16716 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3265 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20415 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23087 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12395 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 7802 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37622 members 
Mstep: Class 52 contains 2324 members 
Mstep: Class 53 contains 4675 members 
Mstep: Class 54 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172452.000000 Penalty: 179406.406250
Iteration 224Q: 55 clusters Score -5.117245e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20940 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3257 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20407 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23080 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2637 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12393 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13467 members 
Mstep: Class 43 contains 7801 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37622 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 4744 members 
Mstep: Class 54 contains 6535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172472.000000 Penalty: 179406.406250
Iteration 225Q: 55 clusters Score -5.117247e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21204 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11169 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 20941 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3246 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15742 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2601 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20394 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2638 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12393 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13469 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37621 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 4821 members 
Mstep: Class 54 contains 6535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172544.000000 Penalty: 179406.406250
Iteration 226Q: 55 clusters Score -5.117254e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11125 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 20941 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3239 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61247 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20381 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23082 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2638 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13478 members 
Mstep: Class 43 contains 7800 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4396 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37621 members 
Mstep: Class 52 contains 2325 members 
Mstep: Class 53 contains 4900 members 
Mstep: Class 54 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172696.000000 Penalty: 179406.406250
Iteration 227Q: 55 clusters Score -5.11727e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21201 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1746 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 20942 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61246 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20376 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2639 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13473 members 
Mstep: Class 43 contains 7802 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4397 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37620 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 4979 members 
Mstep: Class 54 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172680.000000 Penalty: 179406.406250
Iteration 228Q: 55 clusters Score -5.117268e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1742 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 20942 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15740 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20375 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23080 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2639 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13458 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4396 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5050 members 
Mstep: Class 54 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172660.000000 Penalty: 179406.406250
Iteration 229Q: 55 clusters Score -5.117266e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7017 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1740 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 20942 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3219 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15740 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20371 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23078 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13455 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5113 members 
Mstep: Class 54 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172696.000000 Penalty: 179406.406250
Iteration 230Q: 55 clusters Score -5.11727e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 20942 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20370 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23079 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13449 members 
Mstep: Class 43 contains 7803 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37618 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5173 members 
Mstep: Class 54 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172800.000000 Penalty: 179406.406250
Iteration 231Q: 55 clusters Score -5.11728e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 10910 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 20943 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3208 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61247 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20372 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23082 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12394 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13445 members 
Mstep: Class 43 contains 7802 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5237 members 
Mstep: Class 54 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172764.000000 Penalty: 179406.406250
Iteration 232Q: 55 clusters Score -5.117276e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 20944 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61247 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15741 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20372 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23079 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12393 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13442 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5308 members 
Mstep: Class 54 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172796.000000 Penalty: 179406.406250
Iteration 233Q: 55 clusters Score -5.11728e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1735 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 10838 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15740 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20370 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23078 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12393 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13438 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5377 members 
Mstep: Class 54 contains 6535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172808.000000 Penalty: 179406.406250
Iteration 234Q: 55 clusters Score -5.117281e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 10813 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15739 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20364 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23079 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12392 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13437 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5448 members 
Mstep: Class 54 contains 6537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172788.000000 Penalty: 179406.406250
Iteration 235Q: 55 clusters Score -5.117279e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 10792 members 
Mstep: Class 13 contains 5182 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22132 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20358 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23077 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13431 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1174 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5523 members 
Mstep: Class 54 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172832.000000 Penalty: 179406.406250
Iteration 236Q: 55 clusters Score -5.117283e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 10777 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22130 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20350 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23077 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13425 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37619 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5589 members 
Mstep: Class 54 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172792.000000 Penalty: 179406.406250
Iteration 237Q: 55 clusters Score -5.117279e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 10755 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22127 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20333 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23081 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13411 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37620 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5669 members 
Mstep: Class 54 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172856.000000 Penalty: 179406.406250
Iteration 238Q: 55 clusters Score -5.117286e+07 nChanged 117
Entering ConstructFrom: 
Score: -51172856.000000 Penalty: 179406.406250
Entering ConstructFrom: 
Trying to split cluster 1 (20817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Entering Unmasked Estep 
Score: -1782608.125000 Penalty: 2465.994385
	Iteration 0F: 2 clusters Score -1782608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1767952.625000 Penalty: 4931.988770
	Iteration 0F: 3 clusters Score -1767953 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1772952.125000 Penalty: 4931.988770
	Iteration 1F: 3 clusters Score -1772952 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1773352.125000 Penalty: 4931.988770
	Iteration 2F: 3 clusters Score -1773352 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1773666.000000 Penalty: 4931.988770
	Iteration 3Q: 3 clusters Score -1773666 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1773943.750000 Penalty: 4931.988770
	Iteration 4Q: 3 clusters Score -1773944 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1774229.000000 Penalty: 4931.988770
	Iteration 5Q: 3 clusters Score -1774229 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1774577.250000 Penalty: 4931.988770
	Iteration 6Q: 3 clusters Score -1774577 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1775041.250000 Penalty: 4931.988770
	Iteration 7Q: 3 clusters Score -1775041 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1775653.875000 Penalty: 4931.988770
	Iteration 8F: 3 clusters Score -1775654 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1776474.000000 Penalty: 4931.988770
	Iteration 9F: 3 clusters Score -1776474 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1777371.250000 Penalty: 4931.988770
	Iteration 10F: 3 clusters Score -1777371 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1778207.500000 Penalty: 4931.988770
	Iteration 11F: 3 clusters Score -1778208 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1778851.000000 Penalty: 4931.988770
	Iteration 12Q: 3 clusters Score -1778851 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1779302.625000 Penalty: 4931.988770
	Iteration 13Q: 3 clusters Score -1779303 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1779632.750000 Penalty: 4931.988770
	Iteration 14Q: 3 clusters Score -1779633 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -1779860.000000 Penalty: 4931.988770
	Iteration 15Q: 3 clusters Score -1779860 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -1780021.375000 Penalty: 4931.988770
	Iteration 16Q: 3 clusters Score -1780021 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1780119.375000 Penalty: 4931.988770
	Iteration 17Q: 3 clusters Score -1780119 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1780190.375000 Penalty: 4931.988770
	Iteration 18Q: 3 clusters Score -1780190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -1780217.375000 Penalty: 4931.988770
	Iteration 19Q: 3 clusters Score -1780217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1780237.250000 Penalty: 4931.988770
	Iteration 20F: 3 clusters Score -1780237 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1780271.250000 Penalty: 4931.988770
	Iteration 21Q: 3 clusters Score -1780271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1780286.875000 Penalty: 4931.988770
	Iteration 22Q: 3 clusters Score -1780287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1780300.125000 Penalty: 4931.988770
	Iteration 23Q: 3 clusters Score -1780300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1780313.125000 Penalty: 4931.988770
	Iteration 24Q: 3 clusters Score -1780313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1780315.625000 Penalty: 4931.988770
	Iteration 25Q: 3 clusters Score -1780316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1780320.500000 Penalty: 4931.988770
	Iteration 26Q: 3 clusters Score -1780320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1780326.375000 Penalty: 4931.988770
	Iteration 27Q: 3 clusters Score -1780326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1780330.125000 Penalty: 4931.988770
	Iteration 28Q: 3 clusters Score -1780330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1780334.500000 Penalty: 4931.988770
	Iteration 29Q: 3 clusters Score -1780334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1780334.125000 Penalty: 4931.988770
	Iteration 30Q: 3 clusters Score -1780334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1780338.375000 Penalty: 4931.988770
	Iteration 31Q: 3 clusters Score -1780338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1780338.750000 Penalty: 4931.988770
	Iteration 32Q: 3 clusters Score -1780339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1780340.875000 Penalty: 4931.988770
	Iteration 33Q: 3 clusters Score -1780341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1780340.000000 Penalty: 4931.988770
	Iteration 34Q: 3 clusters Score -1780340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1780345.000000 Penalty: 4931.988770
	Iteration 35Q: 3 clusters Score -1780345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1780349.250000 Penalty: 4931.988770
	Iteration 36Q: 3 clusters Score -1780349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1780353.375000 Penalty: 4931.988770
	Iteration 37Q: 3 clusters Score -1780353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1780354.875000 Penalty: 4931.988770
	Iteration 38Q: 3 clusters Score -1780355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1780356.125000 Penalty: 4931.988770
	Iteration 39Q: 3 clusters Score -1780356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1780356.125000 Penalty: 4931.988770
	Iteration 40F: 3 clusters Score -1780356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1780359.500000 Penalty: 4931.988770
	Iteration 41Q: 3 clusters Score -1780360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1780362.000000 Penalty: 4931.988770
	Iteration 42Q: 3 clusters Score -1780362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1780362.375000 Penalty: 4931.988770
	Iteration 43Q: 3 clusters Score -1780362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1780365.375000 Penalty: 4931.988770
	Iteration 44Q: 3 clusters Score -1780365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1780366.125000 Penalty: 4931.988770
	Iteration 45Q: 3 clusters Score -1780366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1780364.750000 Penalty: 4931.988770
	Iteration 46Q: 3 clusters Score -1780365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1780363.000000 Penalty: 4931.988770
	Iteration 47Q: 3 clusters Score -1780363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1780363.875000 Penalty: 4931.988770
	Iteration 48Q: 3 clusters Score -1780364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1780363.875000 Penalty: 4931.988770
	Iteration 49F: 3 clusters Score -1780364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -99258.898438 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99258.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -99611.593750 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99611.59 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -99698.164062 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99698.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -99746.164062 Penalty: 3581.668213
	Iteration 3Q: 3 clusters Score -99746.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -99773.539062 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -99773.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99787.296875 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -99787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99805.734375 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -99805.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99828.289062 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -99828.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99843.773438 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -99843.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99864.757812 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -99864.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99889.953125 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -99889.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99916.843750 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -99916.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -99953.953125 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -99953.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -99997.031250 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -99997.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100021.671875 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -100021.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -100040.390625 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -100040.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -100062.164062 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -100062.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100095.593750 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -100095.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100131.148438 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -100131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100150.859375 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -100150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100164.718750 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -100164.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100181.765625 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -100181.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100190.343750 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -100190.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -100203.296875 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -100203.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100221.921875 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -100221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100235.429688 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -100235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -100253.234375 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -100253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -100276.312500 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -100276.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100290.140625 Penalty: 3581.668213
	Iteration 28Q: 3 clusters Score -100290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100302.257812 Penalty: 3581.668213
	Iteration 29Q: 3 clusters Score -100302.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100316.609375 Penalty: 3581.668213
	Iteration 30Q: 3 clusters Score -100316.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100332.671875 Penalty: 3581.668213
	Iteration 31Q: 3 clusters Score -100332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100339.710938 Penalty: 3581.668213
	Iteration 32Q: 3 clusters Score -100339.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100353.601562 Penalty: 3581.668213
	Iteration 33Q: 3 clusters Score -100353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100360.734375 Penalty: 3581.668213
	Iteration 34Q: 3 clusters Score -100360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100369.531250 Penalty: 3581.668213
	Iteration 35Q: 3 clusters Score -100369.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -100379.812500 Penalty: 3581.668213
	Iteration 36Q: 3 clusters Score -100379.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100389.359375 Penalty: 3581.668213
	Iteration 37Q: 3 clusters Score -100389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100396.601562 Penalty: 3581.668213
	Iteration 38Q: 3 clusters Score -100396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100404.015625 Penalty: 3581.668213
	Iteration 39Q: 3 clusters Score -100404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100414.195312 Penalty: 3581.668213
	Iteration 40F: 3 clusters Score -100414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100420.039062 Penalty: 3581.668213
	Iteration 41Q: 3 clusters Score -100420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100424.453125 Penalty: 3581.668213
	Iteration 42Q: 3 clusters Score -100424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100425.289062 Penalty: 3581.668213
	Iteration 43Q: 3 clusters Score -100425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100429.453125 Penalty: 3581.668213
	Iteration 44Q: 3 clusters Score -100429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100432.937500 Penalty: 3581.668213
	Iteration 45Q: 3 clusters Score -100432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100436.640625 Penalty: 3581.668213
	Iteration 46Q: 3 clusters Score -100436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100437.640625 Penalty: 3581.668213
	Iteration 47Q: 3 clusters Score -100437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100437.640625 Penalty: 3581.668213
	Iteration 48F: 3 clusters Score -100437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133942.546875 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133942.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134298.000000 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134414.937500 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134414.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134480.812500 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -134480.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134518.078125 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134518.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134556.875000 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134556.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -134583.671875 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134583.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134606.625000 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134606.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134631.953125 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -134645.609375 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -134658.312500 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134658.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134672.890625 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134672.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134688.718750 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134688.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134706.328125 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134706.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134727.250000 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134744.687500 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134744.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134760.109375 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134760.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134769.937500 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -134769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134788.296875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -134788.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134802.812500 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -134802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134834.390625 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -134834.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134855.375000 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -134855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -134873.750000 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -134873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134885.671875 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -134885.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134903.015625 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -134903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134921.375000 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -134921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134932.375000 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -134932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -134940.140625 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -134940.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134950.609375 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -134950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134955.390625 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -134955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134961.578125 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -134961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134963.921875 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -134963.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134966.312500 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -134966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134968.140625 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -134968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134971.656250 Penalty: 3683.273193
	Iteration 34Q: 3 clusters Score -134971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134975.734375 Penalty: 3683.273193
	Iteration 35Q: 3 clusters Score -134975.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -134984.546875 Penalty: 3683.273193
	Iteration 36Q: 3 clusters Score -134984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -134988.000000 Penalty: 3683.273193
	Iteration 37Q: 3 clusters Score -134988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -134989.375000 Penalty: 3683.273193
	Iteration 38Q: 3 clusters Score -134989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -134989.375000 Penalty: 3683.273193
	Iteration 39F: 3 clusters Score -134989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Entering Unmasked Estep 
Score: -217511.140625 Penalty: 1963.006348
	Iteration 0F: 2 clusters Score -217511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -214458.765625 Penalty: 3926.012695
	Iteration 0F: 3 clusters Score -214458.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -215097.843750 Penalty: 3926.012695
	Iteration 1F: 3 clusters Score -215097.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -215332.031250 Penalty: 3926.012695
	Iteration 2F: 3 clusters Score -215332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -215461.406250 Penalty: 3926.012695
	Iteration 3F: 3 clusters Score -215461.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -215551.953125 Penalty: 3926.012695
	Iteration 4Q: 3 clusters Score -215552 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -215614.375000 Penalty: 3926.012695
	Iteration 5Q: 3 clusters Score -215614.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -215652.406250 Penalty: 3926.012695
	Iteration 6Q: 3 clusters Score -215652.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -215681.843750 Penalty: 3926.012695
	Iteration 7Q: 3 clusters Score -215681.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215710.359375 Penalty: 3926.012695
	Iteration 8Q: 3 clusters Score -215710.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -215742.937500 Penalty: 3926.012695
	Iteration 9Q: 3 clusters Score -215742.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -215766.640625 Penalty: 3926.012695
	Iteration 10Q: 3 clusters Score -215766.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215782.640625 Penalty: 3926.012695
	Iteration 11Q: 3 clusters Score -215782.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -215798.703125 Penalty: 3926.012695
	Iteration 12Q: 3 clusters Score -215798.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215814.656250 Penalty: 3926.012695
	Iteration 13Q: 3 clusters Score -215814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -215834.921875 Penalty: 3926.012695
	Iteration 14Q: 3 clusters Score -215834.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -215851.125000 Penalty: 3926.012695
	Iteration 15Q: 3 clusters Score -215851.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -215871.734375 Penalty: 3926.012695
	Iteration 16Q: 3 clusters Score -215871.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -215885.812500 Penalty: 3926.012695
	Iteration 17Q: 3 clusters Score -215885.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -215897.218750 Penalty: 3926.012695
	Iteration 18Q: 3 clusters Score -215897.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -215906.609375 Penalty: 3926.012695
	Iteration 19Q: 3 clusters Score -215906.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -215916.000000 Penalty: 3926.012695
	Iteration 20F: 3 clusters Score -215916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215925.453125 Penalty: 3926.012695
	Iteration 21Q: 3 clusters Score -215925.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -215932.125000 Penalty: 3926.012695
	Iteration 22Q: 3 clusters Score -215932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215934.000000 Penalty: 3926.012695
	Iteration 23Q: 3 clusters Score -215934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -215936.203125 Penalty: 3926.012695
	Iteration 24Q: 3 clusters Score -215936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -215937.937500 Penalty: 3926.012695
	Iteration 25Q: 3 clusters Score -215937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215940.375000 Penalty: 3926.012695
	Iteration 26Q: 3 clusters Score -215940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -215944.171875 Penalty: 3926.012695
	Iteration 27Q: 3 clusters Score -215944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -215947.359375 Penalty: 3926.012695
	Iteration 28Q: 3 clusters Score -215947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -215950.796875 Penalty: 3926.012695
	Iteration 29Q: 3 clusters Score -215950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -215955.500000 Penalty: 3926.012695
	Iteration 30Q: 3 clusters Score -215955.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215960.390625 Penalty: 3926.012695
	Iteration 31Q: 3 clusters Score -215960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -215964.125000 Penalty: 3926.012695
	Iteration 32Q: 3 clusters Score -215964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215968.640625 Penalty: 3926.012695
	Iteration 33Q: 3 clusters Score -215968.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -215974.781250 Penalty: 3926.012695
	Iteration 34Q: 3 clusters Score -215974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215983.156250 Penalty: 3926.012695
	Iteration 35Q: 3 clusters Score -215983.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -215999.015625 Penalty: 3926.012695
	Iteration 36Q: 3 clusters Score -215999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -216019.171875 Penalty: 3926.012695
	Iteration 37Q: 3 clusters Score -216019.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -216046.828125 Penalty: 3926.012695
	Iteration 38Q: 3 clusters Score -216046.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -216084.203125 Penalty: 3926.012695
	Iteration 39Q: 3 clusters Score -216084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -216119.218750 Penalty: 3926.012695
	Iteration 40F: 3 clusters Score -216119.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -216146.234375 Penalty: 3926.012695
	Iteration 41Q: 3 clusters Score -216146.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -216157.406250 Penalty: 3926.012695
	Iteration 42Q: 3 clusters Score -216157.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -216166.359375 Penalty: 3926.012695
	Iteration 43Q: 3 clusters Score -216166.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -216174.218750 Penalty: 3926.012695
	Iteration 44Q: 3 clusters Score -216174.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -216181.781250 Penalty: 3926.012695
	Iteration 45Q: 3 clusters Score -216181.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216191.640625 Penalty: 3926.012695
	Iteration 46Q: 3 clusters Score -216191.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -216201.296875 Penalty: 3926.012695
	Iteration 47Q: 3 clusters Score -216201.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -216205.562500 Penalty: 3926.012695
	Iteration 48Q: 3 clusters Score -216205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -216209.390625 Penalty: 3926.012695
	Iteration 49Q: 3 clusters Score -216209.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -216214.703125 Penalty: 3926.012695
	Iteration 50Q: 3 clusters Score -216214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -216217.406250 Penalty: 3926.012695
	Iteration 51Q: 3 clusters Score -216217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216218.468750 Penalty: 3926.012695
	Iteration 52Q: 3 clusters Score -216218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216219.250000 Penalty: 3926.012695
	Iteration 53Q: 3 clusters Score -216219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216219.250000 Penalty: 3926.012695
	Iteration 54F: 3 clusters Score -216219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -582866.625000 Penalty: 2196.345947
	Iteration 0F: 2 clusters Score -582866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -577102.875000 Penalty: 4392.691895
	Iteration 0F: 3 clusters Score -577102.9 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -578659.062500 Penalty: 4392.691895
	Iteration 1F: 3 clusters Score -578659.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -578933.125000 Penalty: 4392.691895
	Iteration 2F: 3 clusters Score -578933.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -579150.937500 Penalty: 4392.691895
	Iteration 3F: 3 clusters Score -579150.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -579344.250000 Penalty: 4392.691895
	Iteration 4Q: 3 clusters Score -579344.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -579521.000000 Penalty: 4392.691895
	Iteration 5Q: 3 clusters Score -579521 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -579667.875000 Penalty: 4392.691895
	Iteration 6Q: 3 clusters Score -579667.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -579799.187500 Penalty: 4392.691895
	Iteration 7Q: 3 clusters Score -579799.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -579907.187500 Penalty: 4392.691895
	Iteration 8Q: 3 clusters Score -579907.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -580010.687500 Penalty: 4392.691895
	Iteration 9Q: 3 clusters Score -580010.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -580109.625000 Penalty: 4392.691895
	Iteration 10Q: 3 clusters Score -580109.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -580180.875000 Penalty: 4392.691895
	Iteration 11Q: 3 clusters Score -580180.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -580238.375000 Penalty: 4392.691895
	Iteration 12Q: 3 clusters Score -580238.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -580280.437500 Penalty: 4392.691895
	Iteration 13Q: 3 clusters Score -580280.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -580312.375000 Penalty: 4392.691895
	Iteration 14Q: 3 clusters Score -580312.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -580336.812500 Penalty: 4392.691895
	Iteration 15Q: 3 clusters Score -580336.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -580352.750000 Penalty: 4392.691895
	Iteration 16Q: 3 clusters Score -580352.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -580368.000000 Penalty: 4392.691895
	Iteration 17Q: 3 clusters Score -580368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -580392.625000 Penalty: 4392.691895
	Iteration 18Q: 3 clusters Score -580392.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -580411.812500 Penalty: 4392.691895
	Iteration 19Q: 3 clusters Score -580411.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -580425.687500 Penalty: 4392.691895
	Iteration 20F: 3 clusters Score -580425.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -580435.562500 Penalty: 4392.691895
	Iteration 21Q: 3 clusters Score -580435.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -580444.437500 Penalty: 4392.691895
	Iteration 22Q: 3 clusters Score -580444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -580451.125000 Penalty: 4392.691895
	Iteration 23Q: 3 clusters Score -580451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -580459.500000 Penalty: 4392.691895
	Iteration 24Q: 3 clusters Score -580459.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -580466.500000 Penalty: 4392.691895
	Iteration 25Q: 3 clusters Score -580466.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -580478.937500 Penalty: 4392.691895
	Iteration 26Q: 3 clusters Score -580478.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -580486.437500 Penalty: 4392.691895
	Iteration 27Q: 3 clusters Score -580486.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -580493.312500 Penalty: 4392.691895
	Iteration 28Q: 3 clusters Score -580493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -580498.062500 Penalty: 4392.691895
	Iteration 29Q: 3 clusters Score -580498.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -580500.687500 Penalty: 4392.691895
	Iteration 30Q: 3 clusters Score -580500.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -580505.500000 Penalty: 4392.691895
	Iteration 31Q: 3 clusters Score -580505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -580504.875000 Penalty: 4392.691895
	Iteration 32Q: 3 clusters Score -580504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -580507.125000 Penalty: 4392.691895
	Iteration 33Q: 3 clusters Score -580507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -580507.375000 Penalty: 4392.691895
	Iteration 34Q: 3 clusters Score -580507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -580508.937500 Penalty: 4392.691895
	Iteration 35Q: 3 clusters Score -580508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -580508.500000 Penalty: 4392.691895
	Iteration 36Q: 3 clusters Score -580508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -580507.937500 Penalty: 4392.691895
	Iteration 37Q: 3 clusters Score -580507.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -580507.937500 Penalty: 4392.691895
	Iteration 38F: 3 clusters Score -580507.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -461891.375000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -461891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -456929.812500 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -456929.8 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -458113.750000 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -458113.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -458331.218750 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -458331.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -458502.968750 Penalty: 4294.108398
	Iteration 3F: 3 clusters Score -458503 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -458631.187500 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -458631.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -458752.187500 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -458752.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -458875.093750 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -458875.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -458989.343750 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -458989.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -459105.312500 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -459105.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -459231.656250 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -459231.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -459349.343750 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -459349.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -459476.875000 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -459476.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -459585.812500 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -459585.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -459680.250000 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -459680.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -459761.187500 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -459761.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -459821.937500 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -459821.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -459875.031250 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -459875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -459910.875000 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -459910.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -459939.125000 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -459939.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -459962.781250 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -459962.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -459983.656250 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -459983.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -460002.156250 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -460002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -460024.750000 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -460024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -460036.593750 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -460036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -460045.125000 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -460045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -460051.562500 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -460051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -460056.125000 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -460056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -460056.937500 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -460056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -460059.968750 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -460060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -460061.500000 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -460061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -460064.750000 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -460064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -460066.562500 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -460066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -460066.531250 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -460066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -460067.312500 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -460067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -460067.437500 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -460067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -460067.312500 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -460067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -460069.375000 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -460069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -460070.187500 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -460070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -460071.718750 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -460071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -460072.187500 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -460072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -460077.437500 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -460077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -460081.781250 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -460081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -460086.562500 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -460086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -460089.718750 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -460089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -460091.937500 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -460091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -460093.906250 Penalty: 4294.108398
	Iteration 45Q: 3 clusters Score -460093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -460095.593750 Penalty: 4294.108398
	Iteration 46Q: 3 clusters Score -460095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -460097.625000 Penalty: 4294.108398
	Iteration 47Q: 3 clusters Score -460097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -460097.625000 Penalty: 4294.108398
	Iteration 48F: 3 clusters Score -460097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Entering Unmasked Estep 
Score: -1733588.750000 Penalty: 2470.410400
	Iteration 0F: 2 clusters Score -1733589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1718703.375000 Penalty: 4940.820801
	Iteration 0F: 3 clusters Score -1718703 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1723732.750000 Penalty: 4940.820801
	Iteration 1F: 3 clusters Score -1723733 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1724272.625000 Penalty: 4940.820801
	Iteration 2F: 3 clusters Score -1724273 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1724848.375000 Penalty: 4940.820801
	Iteration 3F: 3 clusters Score -1724848 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1725426.500000 Penalty: 4940.820801
	Iteration 4F: 3 clusters Score -1725426 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1726084.750000 Penalty: 4940.820801
	Iteration 5F: 3 clusters Score -1726085 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1726805.625000 Penalty: 4940.820801
	Iteration 6F: 3 clusters Score -1726806 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1727679.375000 Penalty: 4940.820801
	Iteration 7F: 3 clusters Score -1727679 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1728661.250000 Penalty: 4940.820801
	Iteration 8F: 3 clusters Score -1728661 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1729698.125000 Penalty: 4940.820801
	Iteration 9Q: 3 clusters Score -1729698 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1730651.000000 Penalty: 4940.820801
	Iteration 10Q: 3 clusters Score -1730651 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1731373.000000 Penalty: 4940.820801
	Iteration 11Q: 3 clusters Score -1731373 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1731762.250000 Penalty: 4940.820801
	Iteration 12Q: 3 clusters Score -1731762 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1731981.375000 Penalty: 4940.820801
	Iteration 13Q: 3 clusters Score -1731981 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1732105.125000 Penalty: 4940.820801
	Iteration 14Q: 3 clusters Score -1732105 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1732195.250000 Penalty: 4940.820801
	Iteration 15Q: 3 clusters Score -1732195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1732260.375000 Penalty: 4940.820801
	Iteration 16Q: 3 clusters Score -1732260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1732298.125000 Penalty: 4940.820801
	Iteration 17Q: 3 clusters Score -1732298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1732340.625000 Penalty: 4940.820801
	Iteration 18Q: 3 clusters Score -1732341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1732368.250000 Penalty: 4940.820801
	Iteration 19Q: 3 clusters Score -1732368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1732393.625000 Penalty: 4940.820801
	Iteration 20F: 3 clusters Score -1732394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1732412.500000 Penalty: 4940.820801
	Iteration 21Q: 3 clusters Score -1732412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1732434.000000 Penalty: 4940.820801
	Iteration 22Q: 3 clusters Score -1732434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1732447.750000 Penalty: 4940.820801
	Iteration 23Q: 3 clusters Score -1732448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1732453.375000 Penalty: 4940.820801
	Iteration 24Q: 3 clusters Score -1732453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1732461.750000 Penalty: 4940.820801
	Iteration 25Q: 3 clusters Score -1732462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1732468.125000 Penalty: 4940.820801
	Iteration 26Q: 3 clusters Score -1732468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1732476.625000 Penalty: 4940.820801
	Iteration 27Q: 3 clusters Score -1732477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1732484.250000 Penalty: 4940.820801
	Iteration 28Q: 3 clusters Score -1732484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1732499.000000 Penalty: 4940.820801
	Iteration 29Q: 3 clusters Score -1732499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1732504.625000 Penalty: 4940.820801
	Iteration 30Q: 3 clusters Score -1732505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1732508.625000 Penalty: 4940.820801
	Iteration 31Q: 3 clusters Score -1732509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1732511.500000 Penalty: 4940.820801
	Iteration 32Q: 3 clusters Score -1732512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1732513.500000 Penalty: 4940.820801
	Iteration 33Q: 3 clusters Score -1732514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1732516.500000 Penalty: 4940.820801
	Iteration 34Q: 3 clusters Score -1732516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1732519.250000 Penalty: 4940.820801
	Iteration 35Q: 3 clusters Score -1732519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1732522.250000 Penalty: 4940.820801
	Iteration 36Q: 3 clusters Score -1732522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1732521.500000 Penalty: 4940.820801
	Iteration 37Q: 3 clusters Score -1732522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1732523.750000 Penalty: 4940.820801
	Iteration 38Q: 3 clusters Score -1732524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1732522.625000 Penalty: 4940.820801
	Iteration 39Q: 3 clusters Score -1732523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1732522.625000 Penalty: 4940.820801
	Iteration 40F: 3 clusters Score -1732523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -87555.265625 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -87555.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -85513.039062 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -85513.04 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85797.531250 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -85797.53 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85884.007812 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -85884.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85923.109375 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -85923.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85941.578125 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -85941.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85957.335938 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -85957.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -85980.460938 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -85980.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85991.820312 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -85991.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86001.968750 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -86001.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86009.304688 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -86009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -86010.109375 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -86010.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86013.289062 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -86013.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86013.289062 Penalty: 3481.127197
	Iteration 12F: 3 clusters Score -86013.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -776252.000000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -776252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -768798.375000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -768798.4 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -770960.437500 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -770960.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -771280.000000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -771280 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -771579.562500 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -771579.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -771858.937500 Penalty: 4553.732422
	Iteration 4Q: 3 clusters Score -771858.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -772161.750000 Penalty: 4553.732422
	Iteration 5Q: 3 clusters Score -772161.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -772527.250000 Penalty: 4553.732422
	Iteration 6F: 3 clusters Score -772527.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -772955.250000 Penalty: 4553.732422
	Iteration 7F: 3 clusters Score -772955.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -773455.062500 Penalty: 4553.732422
	Iteration 8F: 3 clusters Score -773455.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -773926.000000 Penalty: 4553.732422
	Iteration 9F: 3 clusters Score -773926 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -774299.062500 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -774299.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -774558.687500 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -774558.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -774721.250000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -774721.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -774810.562500 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -774810.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -774875.812500 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -774875.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -774925.562500 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -774925.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -774958.875000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -774958.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -774983.500000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -774983.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -775003.375000 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -775003.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -775014.812500 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -775014.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -775025.937500 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -775025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -775035.312500 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -775035.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -775037.250000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -775037.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -775038.562500 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -775038.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -775042.000000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -775042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -775047.250000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -775047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -775046.937500 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -775046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -775049.187500 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -775049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -775049.562500 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -775049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -775050.625000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -775050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -775050.562500 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -775050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -775049.312500 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -775049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -775049.750000 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -775049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -775049.750000 Penalty: 4553.732422
	Iteration 33F: 3 clusters Score -775049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -134645.437500 Penalty: 1850.058838
	Iteration 0F: 2 clusters Score -134645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -132194.031250 Penalty: 3700.117676
	Iteration 0F: 3 clusters Score -132194 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -132616.609375 Penalty: 3700.117676
	Iteration 1F: 3 clusters Score -132616.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -132823.296875 Penalty: 3700.117676
	Iteration 2F: 3 clusters Score -132823.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -133057.890625 Penalty: 3700.117676
	Iteration 3F: 3 clusters Score -133057.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -133298.109375 Penalty: 3700.117676
	Iteration 4F: 3 clusters Score -133298.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133482.312500 Penalty: 3700.117676
	Iteration 5F: 3 clusters Score -133482.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -133611.968750 Penalty: 3700.117676
	Iteration 6F: 3 clusters Score -133612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -133749.796875 Penalty: 3700.117676
	Iteration 7F: 3 clusters Score -133749.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -133868.437500 Penalty: 3700.117676
	Iteration 8Q: 3 clusters Score -133868.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -133954.593750 Penalty: 3700.117676
	Iteration 9Q: 3 clusters Score -133954.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -134024.109375 Penalty: 3700.117676
	Iteration 10Q: 3 clusters Score -134024.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -134095.203125 Penalty: 3700.117676
	Iteration 11Q: 3 clusters Score -134095.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -134126.375000 Penalty: 3700.117676
	Iteration 12Q: 3 clusters Score -134126.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -134150.906250 Penalty: 3700.117676
	Iteration 13Q: 3 clusters Score -134150.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -134171.375000 Penalty: 3700.117676
	Iteration 14Q: 3 clusters Score -134171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -134188.265625 Penalty: 3700.117676
	Iteration 15Q: 3 clusters Score -134188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -134198.453125 Penalty: 3700.117676
	Iteration 16Q: 3 clusters Score -134198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -134204.609375 Penalty: 3700.117676
	Iteration 17Q: 3 clusters Score -134204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -134206.296875 Penalty: 3700.117676
	Iteration 18Q: 3 clusters Score -134206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -134208.390625 Penalty: 3700.117676
	Iteration 19Q: 3 clusters Score -134208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -134208.390625 Penalty: 3700.117676
	Iteration 20F: 3 clusters Score -134208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -753932.125000 Penalty: 2250.821777
	Iteration 0F: 2 clusters Score -753932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -746995.687500 Penalty: 4501.643555
	Iteration 0F: 3 clusters Score -746995.7 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -748820.125000 Penalty: 4501.643555
	Iteration 1F: 3 clusters Score -748820.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -749071.437500 Penalty: 4501.643555
	Iteration 2F: 3 clusters Score -749071.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -749257.500000 Penalty: 4501.643555
	Iteration 3Q: 3 clusters Score -749257.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -749387.750000 Penalty: 4501.643555
	Iteration 4Q: 3 clusters Score -749387.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -749488.875000 Penalty: 4501.643555
	Iteration 5Q: 3 clusters Score -749488.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -749567.562500 Penalty: 4501.643555
	Iteration 6Q: 3 clusters Score -749567.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -749636.562500 Penalty: 4501.643555
	Iteration 7Q: 3 clusters Score -749636.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -749704.062500 Penalty: 4501.643555
	Iteration 8Q: 3 clusters Score -749704.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -749791.437500 Penalty: 4501.643555
	Iteration 9Q: 3 clusters Score -749791.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -749898.750000 Penalty: 4501.643555
	Iteration 10Q: 3 clusters Score -749898.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -750039.687500 Penalty: 4501.643555
	Iteration 11Q: 3 clusters Score -750039.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -750230.875000 Penalty: 4501.643555
	Iteration 12Q: 3 clusters Score -750230.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -750496.500000 Penalty: 4501.643555
	Iteration 13Q: 3 clusters Score -750496.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -750804.750000 Penalty: 4501.643555
	Iteration 14Q: 3 clusters Score -750804.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -751100.312500 Penalty: 4501.643555
	Iteration 15Q: 3 clusters Score -751100.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -751376.250000 Penalty: 4501.643555
	Iteration 16Q: 3 clusters Score -751376.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -751584.625000 Penalty: 4501.643555
	Iteration 17Q: 3 clusters Score -751584.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -751722.187500 Penalty: 4501.643555
	Iteration 18Q: 3 clusters Score -751722.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -751809.250000 Penalty: 4501.643555
	Iteration 19Q: 3 clusters Score -751809.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -751876.375000 Penalty: 4501.643555
	Iteration 20F: 3 clusters Score -751876.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -751928.000000 Penalty: 4501.643555
	Iteration 21Q: 3 clusters Score -751928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -751972.562500 Penalty: 4501.643555
	Iteration 22Q: 3 clusters Score -751972.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -752010.312500 Penalty: 4501.643555
	Iteration 23Q: 3 clusters Score -752010.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -752040.000000 Penalty: 4501.643555
	Iteration 24Q: 3 clusters Score -752040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -752061.312500 Penalty: 4501.643555
	Iteration 25Q: 3 clusters Score -752061.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -752073.625000 Penalty: 4501.643555
	Iteration 26Q: 3 clusters Score -752073.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -752084.250000 Penalty: 4501.643555
	Iteration 27Q: 3 clusters Score -752084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -752092.250000 Penalty: 4501.643555
	Iteration 28Q: 3 clusters Score -752092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -752099.375000 Penalty: 4501.643555
	Iteration 29Q: 3 clusters Score -752099.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -752105.062500 Penalty: 4501.643555
	Iteration 30Q: 3 clusters Score -752105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -752108.937500 Penalty: 4501.643555
	Iteration 31Q: 3 clusters Score -752108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -752110.187500 Penalty: 4501.643555
	Iteration 32Q: 3 clusters Score -752110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -752111.375000 Penalty: 4501.643555
	Iteration 33Q: 3 clusters Score -752111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -752112.000000 Penalty: 4501.643555
	Iteration 34Q: 3 clusters Score -752112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -752112.437500 Penalty: 4501.643555
	Iteration 35Q: 3 clusters Score -752112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -752113.375000 Penalty: 4501.643555
	Iteration 36Q: 3 clusters Score -752113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -752115.750000 Penalty: 4501.643555
	Iteration 37Q: 3 clusters Score -752115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -752118.000000 Penalty: 4501.643555
	Iteration 38Q: 3 clusters Score -752118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -752121.937500 Penalty: 4501.643555
	Iteration 39Q: 3 clusters Score -752121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -752123.750000 Penalty: 4501.643555
	Iteration 40F: 3 clusters Score -752123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -752126.937500 Penalty: 4501.643555
	Iteration 41Q: 3 clusters Score -752126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -752128.562500 Penalty: 4501.643555
	Iteration 42Q: 3 clusters Score -752128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -752131.875000 Penalty: 4501.643555
	Iteration 43Q: 3 clusters Score -752131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -752134.437500 Penalty: 4501.643555
	Iteration 44Q: 3 clusters Score -752134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -752136.187500 Penalty: 4501.643555
	Iteration 45Q: 3 clusters Score -752136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -752138.187500 Penalty: 4501.643555
	Iteration 46Q: 3 clusters Score -752138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -752138.437500 Penalty: 4501.643555
	Iteration 47Q: 3 clusters Score -752138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -752139.062500 Penalty: 4501.643555
	Iteration 48Q: 3 clusters Score -752139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -752140.812500 Penalty: 4501.643555
	Iteration 49Q: 3 clusters Score -752140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -752141.750000 Penalty: 4501.643555
	Iteration 50Q: 3 clusters Score -752141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -752141.750000 Penalty: 4501.643555
	Iteration 51F: 3 clusters Score -752141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -912286.625000 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -912286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -904052.125000 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -904052.1 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -906522.187500 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -906522.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -906811.000000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -906811 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -907034.812500 Penalty: 4603.368652
	Iteration 3Q: 3 clusters Score -907034.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -907224.000000 Penalty: 4603.368652
	Iteration 4Q: 3 clusters Score -907224 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -907439.812500 Penalty: 4603.368652
	Iteration 5Q: 3 clusters Score -907439.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -907703.187500 Penalty: 4603.368652
	Iteration 6Q: 3 clusters Score -907703.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -908001.125000 Penalty: 4603.368652
	Iteration 7Q: 3 clusters Score -908001.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -908357.187500 Penalty: 4603.368652
	Iteration 8F: 3 clusters Score -908357.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -908727.437500 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -908727.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -909111.062500 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -909111.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -909463.562500 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -909463.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -909728.625000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -909728.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -909944.937500 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -909944.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -910104.500000 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -910104.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -910199.250000 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -910199.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -910265.187500 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -910265.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -910314.937500 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -910314.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -910344.250000 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -910344.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -910367.937500 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -910367.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -910379.687500 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -910379.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -910388.437500 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -910388.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -910395.562500 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -910395.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -910402.312500 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -910402.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -910406.625000 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -910406.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -910407.125000 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -910407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -910413.625000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -910413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -910417.375000 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -910417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -910417.625000 Penalty: 4603.368652
	Iteration 28Q: 3 clusters Score -910417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -910420.000000 Penalty: 4603.368652
	Iteration 29Q: 3 clusters Score -910420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -910421.812500 Penalty: 4603.368652
	Iteration 30Q: 3 clusters Score -910421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -910422.937500 Penalty: 4603.368652
	Iteration 31Q: 3 clusters Score -910422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -910424.000000 Penalty: 4603.368652
	Iteration 32Q: 3 clusters Score -910424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -910426.687500 Penalty: 4603.368652
	Iteration 33Q: 3 clusters Score -910426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -910427.375000 Penalty: 4603.368652
	Iteration 34Q: 3 clusters Score -910427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -910430.937500 Penalty: 4603.368652
	Iteration 35Q: 3 clusters Score -910430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -910429.750000 Penalty: 4603.368652
	Iteration 36Q: 3 clusters Score -910429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -910430.250000 Penalty: 4603.368652
	Iteration 37Q: 3 clusters Score -910430.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -910428.687500 Penalty: 4603.368652
	Iteration 38Q: 3 clusters Score -910428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -910430.562500 Penalty: 4603.368652
	Iteration 39Q: 3 clusters Score -910430.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -910431.937500 Penalty: 4603.368652
	Iteration 40F: 3 clusters Score -910431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -910430.750000 Penalty: 4603.368652
	Iteration 41Q: 3 clusters Score -910430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -910430.750000 Penalty: 4603.368652
	Iteration 42F: 3 clusters Score -910430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -410537.937500 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -410537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -405908.062500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -405908.1 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -407531.656250 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -407531.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -408222.968750 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -408223 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -408721.500000 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -408721.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -409135.531250 Penalty: 4242.357422
	Iteration 4F: 3 clusters Score -409135.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -409435.968750 Penalty: 4242.357422
	Iteration 5F: 3 clusters Score -409436 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -409632.343750 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -409632.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -409757.656250 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -409757.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -409835.968750 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -409836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -409888.750000 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -409888.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409939.906250 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -409939.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -410009.875000 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -410009.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -410088.312500 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -410088.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410171.875000 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -410171.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -410245.093750 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -410245.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -410283.093750 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -410283.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -410302.875000 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -410302.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -410318.562500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -410318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -410327.437500 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -410327.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -410335.687500 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -410335.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -410345.375000 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -410345.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -410353.093750 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -410353.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -410357.531250 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -410357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -410360.125000 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -410360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -410363.000000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -410363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -410364.593750 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -410364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -410366.750000 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -410366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -410368.375000 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -410368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -410371.062500 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -410371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -410373.468750 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -410373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -410375.406250 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -410375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -410377.250000 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -410377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -410379.437500 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -410379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -410381.875000 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -410381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -410382.750000 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -410382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -410383.093750 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -410383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -410385.250000 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -410385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -410386.281250 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -410386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -410388.468750 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -410388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -410388.812500 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -410388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -410391.406250 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -410391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -410392.718750 Penalty: 4242.357422
	Iteration 41Q: 3 clusters Score -410392.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -410392.718750 Penalty: 4242.357422
	Iteration 42F: 3 clusters Score -410392.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Entering Unmasked Estep 
Score: -1740175.875000 Penalty: 2467.526367
	Iteration 0F: 2 clusters Score -1740176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1725473.125000 Penalty: 4935.052734
	Iteration 0F: 3 clusters Score -1725473 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1730508.000000 Penalty: 4935.052734
	Iteration 1F: 3 clusters Score -1730508 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1731163.875000 Penalty: 4935.052734
	Iteration 2F: 3 clusters Score -1731164 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1732008.500000 Penalty: 4935.052734
	Iteration 3F: 3 clusters Score -1732008 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1733197.625000 Penalty: 4935.052734
	Iteration 4F: 3 clusters Score -1733198 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1734577.000000 Penalty: 4935.052734
	Iteration 5F: 3 clusters Score -1734577 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1735891.750000 Penalty: 4935.052734
	Iteration 6F: 3 clusters Score -1735892 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1736993.250000 Penalty: 4935.052734
	Iteration 7F: 3 clusters Score -1736993 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1737744.125000 Penalty: 4935.052734
	Iteration 8Q: 3 clusters Score -1737744 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1738216.000000 Penalty: 4935.052734
	Iteration 9Q: 3 clusters Score -1738216 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1738501.000000 Penalty: 4935.052734
	Iteration 10Q: 3 clusters Score -1738501 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1738710.500000 Penalty: 4935.052734
	Iteration 11Q: 3 clusters Score -1738710 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1738884.000000 Penalty: 4935.052734
	Iteration 12Q: 3 clusters Score -1738884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1739082.125000 Penalty: 4935.052734
	Iteration 13Q: 3 clusters Score -1739082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1739251.875000 Penalty: 4935.052734
	Iteration 14Q: 3 clusters Score -1739252 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1739359.125000 Penalty: 4935.052734
	Iteration 15Q: 3 clusters Score -1739359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1739399.750000 Penalty: 4935.052734
	Iteration 16Q: 3 clusters Score -1739400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1739422.750000 Penalty: 4935.052734
	Iteration 17Q: 3 clusters Score -1739423 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1739436.375000 Penalty: 4935.052734
	Iteration 18Q: 3 clusters Score -1739436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1739447.750000 Penalty: 4935.052734
	Iteration 19Q: 3 clusters Score -1739448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1739453.500000 Penalty: 4935.052734
	Iteration 20F: 3 clusters Score -1739454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1739464.875000 Penalty: 4935.052734
	Iteration 21Q: 3 clusters Score -1739465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1739467.000000 Penalty: 4935.052734
	Iteration 22Q: 3 clusters Score -1739467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1739466.875000 Penalty: 4935.052734
	Iteration 23Q: 3 clusters Score -1739467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1739470.625000 Penalty: 4935.052734
	Iteration 24Q: 3 clusters Score -1739471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1739470.000000 Penalty: 4935.052734
	Iteration 25Q: 3 clusters Score -1739470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1739472.625000 Penalty: 4935.052734
	Iteration 26Q: 3 clusters Score -1739473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1739476.625000 Penalty: 4935.052734
	Iteration 27Q: 3 clusters Score -1739477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1739476.625000 Penalty: 4935.052734
	Iteration 28Q: 3 clusters Score -1739477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1739474.750000 Penalty: 4935.052734
	Iteration 29Q: 3 clusters Score -1739475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1739474.375000 Penalty: 4935.052734
	Iteration 30Q: 3 clusters Score -1739474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1739474.375000 Penalty: 4935.052734
	Iteration 31F: 3 clusters Score -1739474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Entering Unmasked Estep 
Score: -4470457.500000 Penalty: 2710.033936
	Iteration 0F: 2 clusters Score -4470458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4433033.000000 Penalty: 5420.067871
	Iteration 0F: 3 clusters Score -4433033 nChanged 25900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4447384.000000 Penalty: 5420.067871
	Iteration 1F: 3 clusters Score -4447384 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4448030.000000 Penalty: 5420.067871
	Iteration 2Q: 3 clusters Score -4448030 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4448775.000000 Penalty: 5420.067871
	Iteration 3Q: 3 clusters Score -4448775 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4449717.500000 Penalty: 5420.067871
	Iteration 4Q: 3 clusters Score -4449718 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4450873.500000 Penalty: 5420.067871
	Iteration 5Q: 3 clusters Score -4450874 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4452108.500000 Penalty: 5420.067871
	Iteration 6Q: 3 clusters Score -4452108 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4453386.500000 Penalty: 5420.067871
	Iteration 7Q: 3 clusters Score -4453386 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4454656.500000 Penalty: 5420.067871
	Iteration 8Q: 3 clusters Score -4454656 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4456133.000000 Penalty: 5420.067871
	Iteration 9Q: 3 clusters Score -4456133 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4457838.000000 Penalty: 5420.067871
	Iteration 10F: 3 clusters Score -4457838 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -4459558.500000 Penalty: 5420.067871
	Iteration 11F: 3 clusters Score -4459558 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4460821.500000 Penalty: 5420.067871
	Iteration 12Q: 3 clusters Score -4460822 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4461730.000000 Penalty: 5420.067871
	Iteration 13Q: 3 clusters Score -4461730 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4462340.500000 Penalty: 5420.067871
	Iteration 14Q: 3 clusters Score -4462340 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4462895.500000 Penalty: 5420.067871
	Iteration 15Q: 3 clusters Score -4462896 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -4463419.000000 Penalty: 5420.067871
	Iteration 16Q: 3 clusters Score -4463419 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -4463930.500000 Penalty: 5420.067871
	Iteration 17Q: 3 clusters Score -4463930 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4464486.000000 Penalty: 5420.067871
	Iteration 18Q: 3 clusters Score -4464486 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4465044.000000 Penalty: 5420.067871
	Iteration 19Q: 3 clusters Score -4465044 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4465575.000000 Penalty: 5420.067871
	Iteration 20F: 3 clusters Score -4465575 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4466000.500000 Penalty: 5420.067871
	Iteration 21Q: 3 clusters Score -4466000 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4466370.500000 Penalty: 5420.067871
	Iteration 22Q: 3 clusters Score -4466370 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -4466647.500000 Penalty: 5420.067871
	Iteration 23Q: 3 clusters Score -4466648 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -4466877.500000 Penalty: 5420.067871
	Iteration 24Q: 3 clusters Score -4466878 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -4467099.000000 Penalty: 5420.067871
	Iteration 25Q: 3 clusters Score -4467099 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4467229.000000 Penalty: 5420.067871
	Iteration 26Q: 3 clusters Score -4467229 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4467337.500000 Penalty: 5420.067871
	Iteration 27Q: 3 clusters Score -4467338 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4467416.500000 Penalty: 5420.067871
	Iteration 28Q: 3 clusters Score -4467416 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -4467509.500000 Penalty: 5420.067871
	Iteration 29Q: 3 clusters Score -4467510 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4467574.500000 Penalty: 5420.067871
	Iteration 30Q: 3 clusters Score -4467574 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4467639.000000 Penalty: 5420.067871
	Iteration 31Q: 3 clusters Score -4467639 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4467677.000000 Penalty: 5420.067871
	Iteration 32Q: 3 clusters Score -4467677 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4467711.000000 Penalty: 5420.067871
	Iteration 33Q: 3 clusters Score -4467711 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -4467733.500000 Penalty: 5420.067871
	Iteration 34Q: 3 clusters Score -4467734 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4467759.500000 Penalty: 5420.067871
	Iteration 35Q: 3 clusters Score -4467760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4467795.500000 Penalty: 5420.067871
	Iteration 36Q: 3 clusters Score -4467796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -4467833.000000 Penalty: 5420.067871
	Iteration 37Q: 3 clusters Score -4467833 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4467871.000000 Penalty: 5420.067871
	Iteration 38Q: 3 clusters Score -4467871 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4467885.500000 Penalty: 5420.067871
	Iteration 39Q: 3 clusters Score -4467886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4467902.500000 Penalty: 5420.067871
	Iteration 40F: 3 clusters Score -4467902 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4467920.500000 Penalty: 5420.067871
	Iteration 41Q: 3 clusters Score -4467920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4467924.000000 Penalty: 5420.067871
	Iteration 42Q: 3 clusters Score -4467924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4467932.500000 Penalty: 5420.067871
	Iteration 43Q: 3 clusters Score -4467932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4467936.500000 Penalty: 5420.067871
	Iteration 44Q: 3 clusters Score -4467936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4467950.500000 Penalty: 5420.067871
	Iteration 45Q: 3 clusters Score -4467950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4467959.500000 Penalty: 5420.067871
	Iteration 46Q: 3 clusters Score -4467960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4467962.000000 Penalty: 5420.067871
	Iteration 47Q: 3 clusters Score -4467962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4467968.000000 Penalty: 5420.067871
	Iteration 48Q: 3 clusters Score -4467968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -4467965.500000 Penalty: 5420.067871
	Iteration 49Q: 3 clusters Score -4467966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4467965.000000 Penalty: 5420.067871
	Iteration 50Q: 3 clusters Score -4467965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4467967.500000 Penalty: 5420.067871
	Iteration 51Q: 3 clusters Score -4467968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4467977.000000 Penalty: 5420.067871
	Iteration 52Q: 3 clusters Score -4467977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4467983.000000 Penalty: 5420.067871
	Iteration 53Q: 3 clusters Score -4467983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4467985.500000 Penalty: 5420.067871
	Iteration 54Q: 3 clusters Score -4467986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4467996.000000 Penalty: 5420.067871
	Iteration 55Q: 3 clusters Score -4467996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4467996.500000 Penalty: 5420.067871
	Iteration 56Q: 3 clusters Score -4467996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4468003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4468002 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4468000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4468014.500000 Penalty: 5420.067871
	Iteration 60F: 3 clusters Score -4468014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4468018.500000 Penalty: 5420.067871
	Iteration 61Q: 3 clusters Score -4468018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4468020.500000 Penalty: 5420.067871
	Iteration 62Q: 3 clusters Score -4468020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4468021.500000 Penalty: 5420.067871
	Iteration 63Q: 3 clusters Score -4468022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4468020.500000 Penalty: 5420.067871
	Iteration 64Q: 3 clusters Score -4468020 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4468029.500000 Penalty: 5420.067871
	Iteration 65Q: 3 clusters Score -4468030 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4468029.500000 Penalty: 5420.067871
	Iteration 66Q: 3 clusters Score -4468030 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4468023.500000 Penalty: 5420.067871
	Iteration 67Q: 3 clusters Score -4468024 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4468024.500000 Penalty: 5420.067871
	Iteration 68Q: 3 clusters Score -4468024 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4468029.500000 Penalty: 5420.067871
	Iteration 69Q: 3 clusters Score -4468030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4468029.000000 Penalty: 5420.067871
	Iteration 70Q: 3 clusters Score -4468029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4468028.500000 Penalty: 5420.067871
	Iteration 71Q: 3 clusters Score -4468028 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4468027.000000 Penalty: 5420.067871
	Iteration 72Q: 3 clusters Score -4468027 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4468040.000000 Penalty: 5420.067871
	Iteration 73Q: 3 clusters Score -4468040 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4468041.500000 Penalty: 5420.067871
	Iteration 74Q: 3 clusters Score -4468042 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -4468039.500000 Penalty: 5420.067871
	Iteration 75Q: 3 clusters Score -4468040 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4468037.000000 Penalty: 5420.067871
	Iteration 76Q: 3 clusters Score -4468037 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4468035.500000 Penalty: 5420.067871
	Iteration 77Q: 3 clusters Score -4468036 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4468032.000000 Penalty: 5420.067871
	Iteration 78Q: 3 clusters Score -4468032 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4468030 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4468032.500000 Penalty: 5420.067871
	Iteration 80F: 3 clusters Score -4468032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4468029.500000 Penalty: 5420.067871
	Iteration 81Q: 3 clusters Score -4468030 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4468030 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4468034.500000 Penalty: 5420.067871
	Iteration 83Q: 3 clusters Score -4468034 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4468027.500000 Penalty: 5420.067871
	Iteration 84Q: 3 clusters Score -4468028 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4468032.500000 Penalty: 5420.067871
	Iteration 85Q: 3 clusters Score -4468032 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4468033.000000 Penalty: 5420.067871
	Iteration 86Q: 3 clusters Score -4468033 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4468025.000000 Penalty: 5420.067871
	Iteration 87Q: 3 clusters Score -4468025 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4468027 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4468026.000000 Penalty: 5420.067871
	Iteration 89Q: 3 clusters Score -4468026 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4468028 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4468026 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4468028 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4468028 nChanged 10
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Mstep: Class 1 contains 51630 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4468032 nChanged 10
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Mstep: Class 1 contains 51640 members 
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Entering Unmasked Estep 
Score: -4468025.500000 Penalty: 5420.067871
	Iteration 95Q: 3 clusters Score -4468026 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4468028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4468031.500000 Penalty: 5420.067871
	Iteration 97Q: 3 clusters Score -4468032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4468033.500000 Penalty: 5420.067871
	Iteration 98Q: 3 clusters Score -4468034 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4468035.000000 Penalty: 5420.067871
	Iteration 99Q: 3 clusters Score -4468035 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4468045.000000 Penalty: 5420.067871
	Iteration 100F: 3 clusters Score -4468045 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4468051.500000 Penalty: 5420.067871
	Iteration 101Q: 3 clusters Score -4468052 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4468050.000000 Penalty: 5420.067871
	Iteration 102Q: 3 clusters Score -4468050 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4468049.500000 Penalty: 5420.067871
	Iteration 103Q: 3 clusters Score -4468050 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4468055.000000 Penalty: 5420.067871
	Iteration 104Q: 3 clusters Score -4468055 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4468064.000000 Penalty: 5420.067871
	Iteration 105Q: 3 clusters Score -4468064 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4468060.000000 Penalty: 5420.067871
	Iteration 106Q: 3 clusters Score -4468060 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4468062.000000 Penalty: 5420.067871
	Iteration 107Q: 3 clusters Score -4468062 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4468061.500000 Penalty: 5420.067871
	Iteration 108Q: 3 clusters Score -4468062 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 3730 members 
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	Iteration 109Q: 3 clusters Score -4468068 nChanged 29
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Mstep: Class 1 contains 51985 members 
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Entering Unmasked Estep 
Score: -4468063.500000 Penalty: 5420.067871
	Iteration 110Q: 3 clusters Score -4468064 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52008 members 
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Entering Unmasked Estep 
Score: -4468073.000000 Penalty: 5420.067871
	Iteration 111Q: 3 clusters Score -4468073 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4468077.500000 Penalty: 5420.067871
	Iteration 112Q: 3 clusters Score -4468078 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4468083.000000 Penalty: 5420.067871
	Iteration 113Q: 3 clusters Score -4468083 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52108 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4468090 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52156 members 
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Score: -4468110.000000 Penalty: 5420.067871
	Iteration 115Q: 3 clusters Score -4468110 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52200 members 
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Entering Unmasked Estep 
Score: -4468119.500000 Penalty: 5420.067871
	Iteration 116Q: 3 clusters Score -4468120 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4468130.000000 Penalty: 5420.067871
	Iteration 117Q: 3 clusters Score -4468130 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4468150.500000 Penalty: 5420.067871
	Iteration 118Q: 3 clusters Score -4468150 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4468170.500000 Penalty: 5420.067871
	Iteration 119Q: 3 clusters Score -4468170 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4468190.000000 Penalty: 5420.067871
	Iteration 120F: 3 clusters Score -4468190 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4468193.500000 Penalty: 5420.067871
	Iteration 121Q: 3 clusters Score -4468194 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4468211.000000 Penalty: 5420.067871
	Iteration 122Q: 3 clusters Score -4468211 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4468223.500000 Penalty: 5420.067871
	Iteration 123Q: 3 clusters Score -4468224 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4468232.500000 Penalty: 5420.067871
	Iteration 124Q: 3 clusters Score -4468232 nChanged 47
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Mstep: Class 1 contains 52645 members 
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Score: -4468248.500000 Penalty: 5420.067871
	Iteration 125Q: 3 clusters Score -4468248 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4468255.500000 Penalty: 5420.067871
	Iteration 126Q: 3 clusters Score -4468256 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4468259.500000 Penalty: 5420.067871
	Iteration 127Q: 3 clusters Score -4468260 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4468263.000000 Penalty: 5420.067871
	Iteration 128Q: 3 clusters Score -4468263 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52768 members 
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Entering Unmasked Estep 
Score: -4468276.500000 Penalty: 5420.067871
	Iteration 129Q: 3 clusters Score -4468276 nChanged 34
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Mstep: Class 1 contains 52800 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4468286 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4468302.000000 Penalty: 5420.067871
	Iteration 131Q: 3 clusters Score -4468302 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4468300.500000 Penalty: 5420.067871
	Iteration 132Q: 3 clusters Score -4468300 nChanged 24
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Mstep: Class 1 contains 52876 members 
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Entering Unmasked Estep 
Score: -4468309.500000 Penalty: 5420.067871
	Iteration 133Q: 3 clusters Score -4468310 nChanged 31
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Entering Unmasked Estep 
Score: -4468323.000000 Penalty: 5420.067871
	Iteration 134Q: 3 clusters Score -4468323 nChanged 29
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	Iteration 135Q: 3 clusters Score -4468330 nChanged 26
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	Iteration 136Q: 3 clusters Score -4468334 nChanged 17
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4468334 nChanged 13
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4468343 nChanged 15
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Entering Unmasked Estep 
Score: -4468350.500000 Penalty: 5420.067871
	Iteration 139Q: 3 clusters Score -4468350 nChanged 15
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Entering Unmasked Estep 
Score: -4468352.500000 Penalty: 5420.067871
	Iteration 140F: 3 clusters Score -4468352 nChanged 18
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	Iteration 141Q: 3 clusters Score -4468354 nChanged 19
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4468358 nChanged 20
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	Iteration 143Q: 3 clusters Score -4468368 nChanged 21
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	Iteration 144Q: 3 clusters Score -4468369 nChanged 30
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4468378 nChanged 37
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4468396 nChanged 36
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Entering Unmasked Estep 
Score: -4468411.500000 Penalty: 5420.067871
	Iteration 147Q: 3 clusters Score -4468412 nChanged 44
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Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4468413.000000 Penalty: 5420.067871
	Iteration 148Q: 3 clusters Score -4468413 nChanged 48
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Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4468424 nChanged 51
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Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4468447.500000 Penalty: 5420.067871
	Iteration 150Q: 3 clusters Score -4468448 nChanged 45
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Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4468463.500000 Penalty: 5420.067871
	Iteration 151Q: 3 clusters Score -4468464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4468468.500000 Penalty: 5420.067871
	Iteration 152Q: 3 clusters Score -4468468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4468476.500000 Penalty: 5420.067871
	Iteration 153Q: 3 clusters Score -4468476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4468499.500000 Penalty: 5420.067871
	Iteration 154Q: 3 clusters Score -4468500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4468507.000000 Penalty: 5420.067871
	Iteration 155Q: 3 clusters Score -4468507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4468508.000000 Penalty: 5420.067871
	Iteration 156Q: 3 clusters Score -4468508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4468512.500000 Penalty: 5420.067871
	Iteration 157Q: 3 clusters Score -4468512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4468516.500000 Penalty: 5420.067871
	Iteration 158Q: 3 clusters Score -4468516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4468524.500000 Penalty: 5420.067871
	Iteration 159Q: 3 clusters Score -4468524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4468528.500000 Penalty: 5420.067871
	Iteration 160F: 3 clusters Score -4468528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4468534.000000 Penalty: 5420.067871
	Iteration 161Q: 3 clusters Score -4468534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4468543.000000 Penalty: 5420.067871
	Iteration 162Q: 3 clusters Score -4468543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4468546.500000 Penalty: 5420.067871
	Iteration 163Q: 3 clusters Score -4468546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4468546.500000 Penalty: 5420.067871
	Iteration 164Q: 3 clusters Score -4468546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4468546.500000 Penalty: 5420.067871
	Iteration 165Q: 3 clusters Score -4468546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4468552.000000 Penalty: 5420.067871
	Iteration 166Q: 3 clusters Score -4468552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4468552.000000 Penalty: 5420.067871
	Iteration 167Q: 3 clusters Score -4468552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4468552.000000 Penalty: 5420.067871
	Iteration 168F: 3 clusters Score -4468552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -53159.667969 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -53159.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51479.812500 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -51479.81 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51666.582031 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51666.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51736.593750 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -51736.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51774.468750 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -51774.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51802.375000 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -51802.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51823.648438 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -51823.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51835.562500 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -51835.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51835.562500 Penalty: 3218.645508
	Iteration 7F: 3 clusters Score -51835.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -119180.750000 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -119180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -116644.187500 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -116644.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -117500.421875 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -117500.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -117906.859375 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -117906.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -118273.679688 Penalty: 3792.591553
	Iteration 3F: 3 clusters Score -118273.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -118505.703125 Penalty: 3792.591553
	Iteration 4F: 3 clusters Score -118505.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -118669.468750 Penalty: 3792.591553
	Iteration 5F: 3 clusters Score -118669.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -118770.031250 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -118770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -118831.945312 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -118831.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -118892.937500 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -118892.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -118934.734375 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -118934.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -118979.992188 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -118980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -119015.804688 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -119015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -119049.226562 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -119049.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -119071.023438 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -119071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119082.445312 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -119082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -119089.054688 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -119089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -119099.023438 Penalty: 3792.591553
	Iteration 16Q: 3 clusters Score -119099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -119106.046875 Penalty: 3792.591553
	Iteration 17Q: 3 clusters Score -119106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119112.523438 Penalty: 3792.591553
	Iteration 18Q: 3 clusters Score -119112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119113.750000 Penalty: 3792.591553
	Iteration 19Q: 3 clusters Score -119113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -119114.632812 Penalty: 3792.591553
	Iteration 20F: 3 clusters Score -119114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Entering Unmasked Estep 
Score: -1379828.875000 Penalty: 2411.656250
	Iteration 0F: 2 clusters Score -1379829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1367942.500000 Penalty: 4823.312500
	Iteration 0F: 3 clusters Score -1367942 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1371721.375000 Penalty: 4823.312500
	Iteration 1F: 3 clusters Score -1371721 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1372067.000000 Penalty: 4823.312500
	Iteration 2F: 3 clusters Score -1372067 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1372317.000000 Penalty: 4823.312500
	Iteration 3Q: 3 clusters Score -1372317 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1372518.125000 Penalty: 4823.312500
	Iteration 4Q: 3 clusters Score -1372518 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1372730.250000 Penalty: 4823.312500
	Iteration 5Q: 3 clusters Score -1372730 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1372952.750000 Penalty: 4823.312500
	Iteration 6Q: 3 clusters Score -1372953 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1373168.750000 Penalty: 4823.312500
	Iteration 7Q: 3 clusters Score -1373169 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1373396.500000 Penalty: 4823.312500
	Iteration 8Q: 3 clusters Score -1373396 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1373681.250000 Penalty: 4823.312500
	Iteration 9Q: 3 clusters Score -1373681 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1374012.375000 Penalty: 4823.312500
	Iteration 10Q: 3 clusters Score -1374012 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1374402.250000 Penalty: 4823.312500
	Iteration 11Q: 3 clusters Score -1374402 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1374833.625000 Penalty: 4823.312500
	Iteration 12Q: 3 clusters Score -1374834 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1375324.875000 Penalty: 4823.312500
	Iteration 13Q: 3 clusters Score -1375325 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1375839.625000 Penalty: 4823.312500
	Iteration 14Q: 3 clusters Score -1375840 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1376274.250000 Penalty: 4823.312500
	Iteration 15Q: 3 clusters Score -1376274 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1376658.750000 Penalty: 4823.312500
	Iteration 16Q: 3 clusters Score -1376659 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1377003.500000 Penalty: 4823.312500
	Iteration 17Q: 3 clusters Score -1377004 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1377258.625000 Penalty: 4823.312500
	Iteration 18Q: 3 clusters Score -1377259 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1377423.750000 Penalty: 4823.312500
	Iteration 19Q: 3 clusters Score -1377424 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1377558.125000 Penalty: 4823.312500
	Iteration 20F: 3 clusters Score -1377558 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1377671.625000 Penalty: 4823.312500
	Iteration 21Q: 3 clusters Score -1377672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1377782.625000 Penalty: 4823.312500
	Iteration 22Q: 3 clusters Score -1377783 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1377875.625000 Penalty: 4823.312500
	Iteration 23Q: 3 clusters Score -1377876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1377957.250000 Penalty: 4823.312500
	Iteration 24Q: 3 clusters Score -1377957 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1378016.375000 Penalty: 4823.312500
	Iteration 25Q: 3 clusters Score -1378016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1378057.750000 Penalty: 4823.312500
	Iteration 26Q: 3 clusters Score -1378058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1378080.000000 Penalty: 4823.312500
	Iteration 27Q: 3 clusters Score -1378080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1378107.125000 Penalty: 4823.312500
	Iteration 28Q: 3 clusters Score -1378107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1378121.125000 Penalty: 4823.312500
	Iteration 29Q: 3 clusters Score -1378121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1378135.500000 Penalty: 4823.312500
	Iteration 30Q: 3 clusters Score -1378136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1378153.000000 Penalty: 4823.312500
	Iteration 31Q: 3 clusters Score -1378153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1378163.625000 Penalty: 4823.312500
	Iteration 32Q: 3 clusters Score -1378164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1378177.125000 Penalty: 4823.312500
	Iteration 33Q: 3 clusters Score -1378177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1378189.500000 Penalty: 4823.312500
	Iteration 34Q: 3 clusters Score -1378190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1378194.750000 Penalty: 4823.312500
	Iteration 35Q: 3 clusters Score -1378195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1378200.750000 Penalty: 4823.312500
	Iteration 36Q: 3 clusters Score -1378201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1378199.250000 Penalty: 4823.312500
	Iteration 37Q: 3 clusters Score -1378199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1378197.875000 Penalty: 4823.312500
	Iteration 38Q: 3 clusters Score -1378198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1378199.000000 Penalty: 4823.312500
	Iteration 39Q: 3 clusters Score -1378199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1378199.000000 Penalty: 4823.312500
	Iteration 40F: 3 clusters Score -1378199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Entering Unmasked Estep 
Score: -4654813.000000 Penalty: 2715.516846
	Iteration 0F: 2 clusters Score -4654813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4616544.000000 Penalty: 5431.033691
	Iteration 0F: 3 clusters Score -4616544 nChanged 26387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4631252.000000 Penalty: 5431.033691
	Iteration 1F: 3 clusters Score -4631252 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4631959.500000 Penalty: 5431.033691
	Iteration 2Q: 3 clusters Score -4631960 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4632724.500000 Penalty: 5431.033691
	Iteration 3Q: 3 clusters Score -4632724 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4633601.000000 Penalty: 5431.033691
	Iteration 4Q: 3 clusters Score -4633601 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4634652.000000 Penalty: 5431.033691
	Iteration 5Q: 3 clusters Score -4634652 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4636118.500000 Penalty: 5431.033691
	Iteration 6Q: 3 clusters Score -4636118 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4638109.500000 Penalty: 5431.033691
	Iteration 7F: 3 clusters Score -4638110 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4640564.000000 Penalty: 5431.033691
	Iteration 8F: 3 clusters Score -4640564 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4642879.500000 Penalty: 5431.033691
	Iteration 9F: 3 clusters Score -4642880 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -4644697.000000 Penalty: 5431.033691
	Iteration 10Q: 3 clusters Score -4644697 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -4645894.500000 Penalty: 5431.033691
	Iteration 11Q: 3 clusters Score -4645894 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -4646785.000000 Penalty: 5431.033691
	Iteration 12Q: 3 clusters Score -4646785 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -4647476.500000 Penalty: 5431.033691
	Iteration 13Q: 3 clusters Score -4647476 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -4648080.500000 Penalty: 5431.033691
	Iteration 14Q: 3 clusters Score -4648080 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -4648640.000000 Penalty: 5431.033691
	Iteration 15Q: 3 clusters Score -4648640 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -4649151.500000 Penalty: 5431.033691
	Iteration 16Q: 3 clusters Score -4649152 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -4649618.000000 Penalty: 5431.033691
	Iteration 17Q: 3 clusters Score -4649618 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -4650079.500000 Penalty: 5431.033691
	Iteration 18Q: 3 clusters Score -4650080 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -4650478.000000 Penalty: 5431.033691
	Iteration 19Q: 3 clusters Score -4650478 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -4650817.000000 Penalty: 5431.033691
	Iteration 20F: 3 clusters Score -4650817 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -4651110.000000 Penalty: 5431.033691
	Iteration 21Q: 3 clusters Score -4651110 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -4651364.500000 Penalty: 5431.033691
	Iteration 22Q: 3 clusters Score -4651364 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -4651592.500000 Penalty: 5431.033691
	Iteration 23Q: 3 clusters Score -4651592 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -4651778.500000 Penalty: 5431.033691
	Iteration 24Q: 3 clusters Score -4651778 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -4651878.500000 Penalty: 5431.033691
	Iteration 25Q: 3 clusters Score -4651878 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -4651988.500000 Penalty: 5431.033691
	Iteration 26Q: 3 clusters Score -4651988 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -4652067.000000 Penalty: 5431.033691
	Iteration 27Q: 3 clusters Score -4652067 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -4652116.000000 Penalty: 5431.033691
	Iteration 28Q: 3 clusters Score -4652116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -4652195.500000 Penalty: 5431.033691
	Iteration 29Q: 3 clusters Score -4652196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -4652254.000000 Penalty: 5431.033691
	Iteration 30Q: 3 clusters Score -4652254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -4652294.500000 Penalty: 5431.033691
	Iteration 31Q: 3 clusters Score -4652294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -4652336.000000 Penalty: 5431.033691
	Iteration 32Q: 3 clusters Score -4652336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -4652367.500000 Penalty: 5431.033691
	Iteration 33Q: 3 clusters Score -4652368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -4652387.000000 Penalty: 5431.033691
	Iteration 34Q: 3 clusters Score -4652387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -4652405.500000 Penalty: 5431.033691
	Iteration 35Q: 3 clusters Score -4652406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -4652423.000000 Penalty: 5431.033691
	Iteration 36Q: 3 clusters Score -4652423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 55391 members 
Entering Unmasked Estep 
Score: -4652445.500000 Penalty: 5431.033691
	Iteration 37Q: 3 clusters Score -4652446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -4652451.000000 Penalty: 5431.033691
	Iteration 38Q: 3 clusters Score -4652451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -4652473.500000 Penalty: 5431.033691
	Iteration 39Q: 3 clusters Score -4652474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -4652472.500000 Penalty: 5431.033691
	Iteration 40F: 3 clusters Score -4652472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -4652497.000000 Penalty: 5431.033691
	Iteration 41Q: 3 clusters Score -4652497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -4652502.000000 Penalty: 5431.033691
	Iteration 42Q: 3 clusters Score -4652502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -4652512.500000 Penalty: 5431.033691
	Iteration 43Q: 3 clusters Score -4652512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -4652511.000000 Penalty: 5431.033691
	Iteration 44Q: 3 clusters Score -4652511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -4652523.000000 Penalty: 5431.033691
	Iteration 45Q: 3 clusters Score -4652523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -4652529.500000 Penalty: 5431.033691
	Iteration 46Q: 3 clusters Score -4652530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -4652530.500000 Penalty: 5431.033691
	Iteration 47Q: 3 clusters Score -4652530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -4652527.500000 Penalty: 5431.033691
	Iteration 48Q: 3 clusters Score -4652528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -4652534.500000 Penalty: 5431.033691
	Iteration 49Q: 3 clusters Score -4652534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -4652542.500000 Penalty: 5431.033691
	Iteration 50Q: 3 clusters Score -4652542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -4652542.000000 Penalty: 5431.033691
	Iteration 51Q: 3 clusters Score -4652542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -4652552.000000 Penalty: 5431.033691
	Iteration 52Q: 3 clusters Score -4652552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -4652551.000000 Penalty: 5431.033691
	Iteration 53Q: 3 clusters Score -4652551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -4652546.500000 Penalty: 5431.033691
	Iteration 54Q: 3 clusters Score -4652546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -4652555.500000 Penalty: 5431.033691
	Iteration 55Q: 3 clusters Score -4652556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -4652558.000000 Penalty: 5431.033691
	Iteration 56Q: 3 clusters Score -4652558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -4652554.000000 Penalty: 5431.033691
	Iteration 57Q: 3 clusters Score -4652554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -4652560.500000 Penalty: 5431.033691
	Iteration 58Q: 3 clusters Score -4652560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -4652563.500000 Penalty: 5431.033691
	Iteration 59Q: 3 clusters Score -4652564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -4652554.500000 Penalty: 5431.033691
	Iteration 60F: 3 clusters Score -4652554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -4652560.500000 Penalty: 5431.033691
	Iteration 61Q: 3 clusters Score -4652560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -4652560.500000 Penalty: 5431.033691
	Iteration 62Q: 3 clusters Score -4652560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -4652558.000000 Penalty: 5431.033691
	Iteration 63Q: 3 clusters Score -4652558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -4652558.500000 Penalty: 5431.033691
	Iteration 64Q: 3 clusters Score -4652558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -4652562.500000 Penalty: 5431.033691
	Iteration 65Q: 3 clusters Score -4652562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -4652565.000000 Penalty: 5431.033691
	Iteration 66Q: 3 clusters Score -4652565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -4652562.000000 Penalty: 5431.033691
	Iteration 67Q: 3 clusters Score -4652562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -4652562.500000 Penalty: 5431.033691
	Iteration 68Q: 3 clusters Score -4652562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -4652562.500000 Penalty: 5431.033691
	Iteration 69F: 3 clusters Score -4652562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -244181.031250 Penalty: 1994.190552
	Iteration 0F: 2 clusters Score -244181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -240864.484375 Penalty: 3988.381104
	Iteration 0F: 3 clusters Score -240864.5 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -241533.484375 Penalty: 3988.381104
	Iteration 1F: 3 clusters Score -241533.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -241746.562500 Penalty: 3988.381104
	Iteration 2F: 3 clusters Score -241746.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -241911.718750 Penalty: 3988.381104
	Iteration 3F: 3 clusters Score -241911.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -242047.656250 Penalty: 3988.381104
	Iteration 4Q: 3 clusters Score -242047.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -242223.937500 Penalty: 3988.381104
	Iteration 5F: 3 clusters Score -242223.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242439.218750 Penalty: 3988.381104
	Iteration 6F: 3 clusters Score -242439.2 nChanged 178
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: -242698.109375 Penalty: 3988.381104
	Iteration 7F: 3 clusters Score -242698.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243011.953125 Penalty: 3988.381104
	Iteration 8F: 3 clusters Score -243012 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -243190.437500 Penalty: 3988.381104
	Iteration 9Q: 3 clusters Score -243190.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243262.687500 Penalty: 3988.381104
	Iteration 10Q: 3 clusters Score -243262.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -243288.406250 Penalty: 3988.381104
	Iteration 11Q: 3 clusters Score -243288.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243302.953125 Penalty: 3988.381104
	Iteration 12Q: 3 clusters Score -243303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -243314.281250 Penalty: 3988.381104
	Iteration 13Q: 3 clusters Score -243314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -243319.937500 Penalty: 3988.381104
	Iteration 14Q: 3 clusters Score -243319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243323.796875 Penalty: 3988.381104
	Iteration 15Q: 3 clusters Score -243323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243326.140625 Penalty: 3988.381104
	Iteration 16Q: 3 clusters Score -243326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243329.734375 Penalty: 3988.381104
	Iteration 17Q: 3 clusters Score -243329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243333.203125 Penalty: 3988.381104
	Iteration 18Q: 3 clusters Score -243333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243338.218750 Penalty: 3988.381104
	Iteration 19Q: 3 clusters Score -243338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -243340.140625 Penalty: 3988.381104
	Iteration 20F: 3 clusters Score -243340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243342.843750 Penalty: 3988.381104
	Iteration 21Q: 3 clusters Score -243342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243345.031250 Penalty: 3988.381104
	Iteration 22Q: 3 clusters Score -243345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -243345.500000 Penalty: 3988.381104
	Iteration 23Q: 3 clusters Score -243345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -243346.468750 Penalty: 3988.381104
	Iteration 24Q: 3 clusters Score -243346.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -243346.468750 Penalty: 3988.381104
	Iteration 25F: 3 clusters Score -243346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -135372.656250 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -135372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -132932.765625 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -132932.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133333.312500 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -133333.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133425.375000 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -133425.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133485.687500 Penalty: 3690.604004
	Iteration 3Q: 3 clusters Score -133485.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -133537.531250 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -133537.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -133576.640625 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -133576.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133619.890625 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -133619.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -133656.906250 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -133656.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133693.859375 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -133693.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133724.515625 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -133724.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -133748.656250 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -133748.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133767.968750 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -133768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -133791.828125 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -133791.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133812.000000 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -133812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133837.156250 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -133837.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -133861.937500 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -133861.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -133880.546875 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -133880.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133907.218750 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -133907.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133929.781250 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -133929.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -133959.062500 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -133959.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -133997.312500 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -133997.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -134021.250000 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -134021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -134031.828125 Penalty: 3690.604004
	Iteration 22Q: 3 clusters Score -134031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134040.640625 Penalty: 3690.604004
	Iteration 23Q: 3 clusters Score -134040.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134048.484375 Penalty: 3690.604004
	Iteration 24Q: 3 clusters Score -134048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134054.625000 Penalty: 3690.604004
	Iteration 25Q: 3 clusters Score -134054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -134058.984375 Penalty: 3690.604004
	Iteration 26Q: 3 clusters Score -134059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134061.796875 Penalty: 3690.604004
	Iteration 27Q: 3 clusters Score -134061.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -134066.968750 Penalty: 3690.604004
	Iteration 28Q: 3 clusters Score -134067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -134071.718750 Penalty: 3690.604004
	Iteration 29Q: 3 clusters Score -134071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -134080.062500 Penalty: 3690.604004
	Iteration 30Q: 3 clusters Score -134080.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134091.328125 Penalty: 3690.604004
	Iteration 31Q: 3 clusters Score -134091.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -134105.187500 Penalty: 3690.604004
	Iteration 32Q: 3 clusters Score -134105.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -134117.109375 Penalty: 3690.604004
	Iteration 33Q: 3 clusters Score -134117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -134124.453125 Penalty: 3690.604004
	Iteration 34Q: 3 clusters Score -134124.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -134130.656250 Penalty: 3690.604004
	Iteration 35Q: 3 clusters Score -134130.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -134136.218750 Penalty: 3690.604004
	Iteration 36Q: 3 clusters Score -134136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -134142.984375 Penalty: 3690.604004
	Iteration 37Q: 3 clusters Score -134143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134146.203125 Penalty: 3690.604004
	Iteration 38Q: 3 clusters Score -134146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134150.578125 Penalty: 3690.604004
	Iteration 39Q: 3 clusters Score -134150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134157.687500 Penalty: 3690.604004
	Iteration 40F: 3 clusters Score -134157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134167.578125 Penalty: 3690.604004
	Iteration 41Q: 3 clusters Score -134167.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -134173.250000 Penalty: 3690.604004
	Iteration 42Q: 3 clusters Score -134173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134177.359375 Penalty: 3690.604004
	Iteration 43Q: 3 clusters Score -134177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134179.625000 Penalty: 3690.604004
	Iteration 44Q: 3 clusters Score -134179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134183.859375 Penalty: 3690.604004
	Iteration 45Q: 3 clusters Score -134183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -134185.437500 Penalty: 3690.604004
	Iteration 46Q: 3 clusters Score -134185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134186.828125 Penalty: 3690.604004
	Iteration 47Q: 3 clusters Score -134186.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134188.906250 Penalty: 3690.604004
	Iteration 48Q: 3 clusters Score -134188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134188.906250 Penalty: 3690.604004
	Iteration 49F: 3 clusters Score -134188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -109876.539062 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -109876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -107552.343750 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -107552.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107999.960938 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -108000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108143.554688 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -108143.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -108243.335938 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -108243.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -108358.359375 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -108358.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -108476.375000 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -108476.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108560.875000 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -108560.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108628.078125 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -108628.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -108665.476562 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -108665.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108705.257812 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -108705.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108735.257812 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -108735.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -108753.179688 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -108753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108770.835938 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -108770.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108788.804688 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -108788.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108802.726562 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -108802.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -108821.421875 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -108821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -108831.203125 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -108831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108845.570312 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -108845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108850.804688 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -108850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108856.218750 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -108856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108859.820312 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -108859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -108871.421875 Penalty: 3668.582275
	Iteration 21Q: 3 clusters Score -108871.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108878.132812 Penalty: 3668.582275
	Iteration 22Q: 3 clusters Score -108878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108889.187500 Penalty: 3668.582275
	Iteration 23Q: 3 clusters Score -108889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -108896.031250 Penalty: 3668.582275
	Iteration 24Q: 3 clusters Score -108896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108898.539062 Penalty: 3668.582275
	Iteration 25Q: 3 clusters Score -108898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -108899.656250 Penalty: 3668.582275
	Iteration 26Q: 3 clusters Score -108899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -108904.984375 Penalty: 3668.582275
	Iteration 27Q: 3 clusters Score -108905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -108906.617188 Penalty: 3668.582275
	Iteration 28Q: 3 clusters Score -108906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108907.445312 Penalty: 3668.582275
	Iteration 29Q: 3 clusters Score -108907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108908.406250 Penalty: 3668.582275
	Iteration 30Q: 3 clusters Score -108908.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -108908.406250 Penalty: 3668.582275
	Iteration 31F: 3 clusters Score -108908.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115321.062500 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115321.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -115704.453125 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115704.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -115836.476562 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -115836.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -115895.492188 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -115895.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -115931.843750 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -115931.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115956.304688 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -115956.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -115995.453125 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -115995.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116042.984375 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -116043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -116099.726562 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -116099.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -116197.867188 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -116197.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -116401.054688 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -116401.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -116666.906250 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -116666.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -116924.445312 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -116924.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -117048.671875 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -117048.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -117125.015625 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -117125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -117184.945312 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -117184.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -117233.718750 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -117233.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -117280.945312 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -117280.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -117330.148438 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -117330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -117357.156250 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -117357.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -117395.781250 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -117395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -117421.468750 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -117421.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -117435.726562 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -117435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -117438.289062 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -117438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -117441.531250 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -117441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -117443.882812 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -117443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -117449.632812 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -117449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -117454.398438 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -117454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -117458.914062 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -117458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -117468.632812 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -117468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -117469.609375 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -117469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -117470.859375 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -117470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -117470.859375 Penalty: 3631.965088
	Iteration 32F: 3 clusters Score -117470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Entering Unmasked Estep 
Score: -5097845.500000 Penalty: 2733.630371
	Iteration 0F: 2 clusters Score -5097846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5056717.000000 Penalty: 5467.260742
	Iteration 0F: 3 clusters Score -5056717 nChanged 28608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -5072619.500000 Penalty: 5467.260742
	Iteration 1F: 3 clusters Score -5072620 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -5073159.000000 Penalty: 5467.260742
	Iteration 2Q: 3 clusters Score -5073159 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5073617.000000 Penalty: 5467.260742
	Iteration 3Q: 3 clusters Score -5073617 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5074099.000000 Penalty: 5467.260742
	Iteration 4Q: 3 clusters Score -5074099 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5074590.500000 Penalty: 5467.260742
	Iteration 5Q: 3 clusters Score -5074590 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5075154.000000 Penalty: 5467.260742
	Iteration 6Q: 3 clusters Score -5075154 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5075793.000000 Penalty: 5467.260742
	Iteration 7Q: 3 clusters Score -5075793 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5076659.000000 Penalty: 5467.260742
	Iteration 8Q: 3 clusters Score -5076659 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5077804.500000 Penalty: 5467.260742
	Iteration 9Q: 3 clusters Score -5077804 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5079348.000000 Penalty: 5467.260742
	Iteration 10Q: 3 clusters Score -5079348 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -5081416.500000 Penalty: 5467.260742
	Iteration 11F: 3 clusters Score -5081416 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5084022.000000 Penalty: 5467.260742
	Iteration 12F: 3 clusters Score -5084022 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5086871.500000 Penalty: 5467.260742
	Iteration 13F: 3 clusters Score -5086872 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -5089495.500000 Penalty: 5467.260742
	Iteration 14F: 3 clusters Score -5089496 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -5091571.500000 Penalty: 5467.260742
	Iteration 15Q: 3 clusters Score -5091572 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -5093046.500000 Penalty: 5467.260742
	Iteration 16Q: 3 clusters Score -5093046 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5093961.000000 Penalty: 5467.260742
	Iteration 17Q: 3 clusters Score -5093961 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5094538.500000 Penalty: 5467.260742
	Iteration 18Q: 3 clusters Score -5094538 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5094902.000000 Penalty: 5467.260742
	Iteration 19Q: 3 clusters Score -5094902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5095099.000000 Penalty: 5467.260742
	Iteration 20F: 3 clusters Score -5095099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5095198.500000 Penalty: 5467.260742
	Iteration 21Q: 3 clusters Score -5095198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5095278.000000 Penalty: 5467.260742
	Iteration 22Q: 3 clusters Score -5095278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5095337.500000 Penalty: 5467.260742
	Iteration 23Q: 3 clusters Score -5095338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5095367.500000 Penalty: 5467.260742
	Iteration 24Q: 3 clusters Score -5095368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5095391.500000 Penalty: 5467.260742
	Iteration 25Q: 3 clusters Score -5095392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5095417.500000 Penalty: 5467.260742
	Iteration 26Q: 3 clusters Score -5095418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5095428.000000 Penalty: 5467.260742
	Iteration 27Q: 3 clusters Score -5095428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5095437.000000 Penalty: 5467.260742
	Iteration 28Q: 3 clusters Score -5095437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5095449.500000 Penalty: 5467.260742
	Iteration 29Q: 3 clusters Score -5095450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5095453.500000 Penalty: 5467.260742
	Iteration 30Q: 3 clusters Score -5095454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5095454.500000 Penalty: 5467.260742
	Iteration 31Q: 3 clusters Score -5095454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5095457.000000 Penalty: 5467.260742
	Iteration 32Q: 3 clusters Score -5095457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5095459.000000 Penalty: 5467.260742
	Iteration 33Q: 3 clusters Score -5095459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5095463.000000 Penalty: 5467.260742
	Iteration 34Q: 3 clusters Score -5095463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5095463.000000 Penalty: 5467.260742
	Iteration 35F: 3 clusters Score -5095463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -875828.625000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -875828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -866781.187500 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -866781.2 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -870131.437500 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -870131.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -871143.250000 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -871143.2 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -872196.250000 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -872196.2 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -873074.625000 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -873074.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -873599.375000 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -873599.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -873956.187500 Penalty: 4669.432617
	Iteration 6Q: 3 clusters Score -873956.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -874198.812500 Penalty: 4669.432617
	Iteration 7Q: 3 clusters Score -874198.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -874345.000000 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -874345 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -874462.437500 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -874462.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -874563.687500 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -874563.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -874630.937500 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -874630.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -874684.687500 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -874684.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -874732.250000 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -874732.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -874773.750000 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -874773.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -874804.375000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -874804.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -874832.437500 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -874832.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -874853.500000 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -874853.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -874885.250000 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -874885.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -874919.375000 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -874919.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -874963.062500 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -874963.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -874990.812500 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -874990.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -875028.000000 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -875028 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -875066.500000 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -875066.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -875111.625000 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -875111.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -875158.250000 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -875158.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -875202.125000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -875202.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -875253.125000 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -875253.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -875301.125000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -875301.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -875355.125000 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -875355.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -875408.375000 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -875408.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -875466.250000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -875466.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -875522.000000 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -875522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -875569.375000 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -875569.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -875616.937500 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -875616.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -875651.687500 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -875651.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -875695.375000 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -875695.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -875742.937500 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -875742.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -875800.062500 Penalty: 4669.432617
	Iteration 38Q: 3 clusters Score -875800.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -875867.250000 Penalty: 4669.432617
	Iteration 39Q: 3 clusters Score -875867.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -875968.250000 Penalty: 4669.432617
	Iteration 40F: 3 clusters Score -875968.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -876063.062500 Penalty: 4669.432617
	Iteration 41Q: 3 clusters Score -876063.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -876109.687500 Penalty: 4669.432617
	Iteration 42Q: 3 clusters Score -876109.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -876140.812500 Penalty: 4669.432617
	Iteration 43Q: 3 clusters Score -876140.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -876159.750000 Penalty: 4669.432617
	Iteration 44Q: 3 clusters Score -876159.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -876174.125000 Penalty: 4669.432617
	Iteration 45Q: 3 clusters Score -876174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -876178.437500 Penalty: 4669.432617
	Iteration 46Q: 3 clusters Score -876178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -876185.312500 Penalty: 4669.432617
	Iteration 47Q: 3 clusters Score -876185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -876185.062500 Penalty: 4669.432617
	Iteration 48Q: 3 clusters Score -876185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -876185.375000 Penalty: 4669.432617
	Iteration 49Q: 3 clusters Score -876185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -876185.375000 Penalty: 4669.432617
	Iteration 50F: 3 clusters Score -876185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 11117 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22122 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20323 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13402 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37625 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5740 members 
Mstep: Class 54 contains 6539 members 
Mstep: Class 55 contains 1144 members 
Entering Unmasked Estep 
Score: -51172212.000000 Penalty: 182728.750000
Splitting cluster 25 changes total score from -51172856.000000 to -51172212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (15738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Entering Unmasked Estep 
Score: -1317242.125000 Penalty: 2396.630859
	Iteration 0F: 2 clusters Score -1317242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1305982.500000 Penalty: 4793.261719
	Iteration 0F: 3 clusters Score -1305982 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1309701.125000 Penalty: 4793.261719
	Iteration 1F: 3 clusters Score -1309701 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1310167.625000 Penalty: 4793.261719
	Iteration 2F: 3 clusters Score -1310168 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1310634.125000 Penalty: 4793.261719
	Iteration 3F: 3 clusters Score -1310634 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1311179.000000 Penalty: 4793.261719
	Iteration 4F: 3 clusters Score -1311179 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1311794.125000 Penalty: 4793.261719
	Iteration 5F: 3 clusters Score -1311794 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1312540.125000 Penalty: 4793.261719
	Iteration 6F: 3 clusters Score -1312540 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1313329.750000 Penalty: 4793.261719
	Iteration 7F: 3 clusters Score -1313330 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1314087.625000 Penalty: 4793.261719
	Iteration 8F: 3 clusters Score -1314088 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1314564.875000 Penalty: 4793.261719
	Iteration 9Q: 3 clusters Score -1314565 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1314793.250000 Penalty: 4793.261719
	Iteration 10Q: 3 clusters Score -1314793 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1314896.375000 Penalty: 4793.261719
	Iteration 11Q: 3 clusters Score -1314896 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1314956.625000 Penalty: 4793.261719
	Iteration 12Q: 3 clusters Score -1314957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1314989.375000 Penalty: 4793.261719
	Iteration 13Q: 3 clusters Score -1314989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1315014.875000 Penalty: 4793.261719
	Iteration 14Q: 3 clusters Score -1315015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1315045.125000 Penalty: 4793.261719
	Iteration 15Q: 3 clusters Score -1315045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1315080.750000 Penalty: 4793.261719
	Iteration 16Q: 3 clusters Score -1315081 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1315117.125000 Penalty: 4793.261719
	Iteration 17Q: 3 clusters Score -1315117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1315137.125000 Penalty: 4793.261719
	Iteration 18Q: 3 clusters Score -1315137 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1315159.500000 Penalty: 4793.261719
	Iteration 19Q: 3 clusters Score -1315160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1315171.625000 Penalty: 4793.261719
	Iteration 20F: 3 clusters Score -1315172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1315187.000000 Penalty: 4793.261719
	Iteration 21Q: 3 clusters Score -1315187 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1315215.000000 Penalty: 4793.261719
	Iteration 22Q: 3 clusters Score -1315215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1315245.375000 Penalty: 4793.261719
	Iteration 23Q: 3 clusters Score -1315245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1315275.750000 Penalty: 4793.261719
	Iteration 24Q: 3 clusters Score -1315276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1315292.250000 Penalty: 4793.261719
	Iteration 25Q: 3 clusters Score -1315292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1315316.875000 Penalty: 4793.261719
	Iteration 26Q: 3 clusters Score -1315317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1315344.625000 Penalty: 4793.261719
	Iteration 27Q: 3 clusters Score -1315345 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1315380.875000 Penalty: 4793.261719
	Iteration 28Q: 3 clusters Score -1315381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1315404.750000 Penalty: 4793.261719
	Iteration 29Q: 3 clusters Score -1315405 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1315430.125000 Penalty: 4793.261719
	Iteration 30Q: 3 clusters Score -1315430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1315457.625000 Penalty: 4793.261719
	Iteration 31Q: 3 clusters Score -1315458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1315491.500000 Penalty: 4793.261719
	Iteration 32Q: 3 clusters Score -1315492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1315527.500000 Penalty: 4793.261719
	Iteration 33Q: 3 clusters Score -1315528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1315564.875000 Penalty: 4793.261719
	Iteration 34Q: 3 clusters Score -1315565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1315595.250000 Penalty: 4793.261719
	Iteration 35Q: 3 clusters Score -1315595 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1315619.750000 Penalty: 4793.261719
	Iteration 36Q: 3 clusters Score -1315620 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1315646.375000 Penalty: 4793.261719
	Iteration 37Q: 3 clusters Score -1315646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1315684.875000 Penalty: 4793.261719
	Iteration 38Q: 3 clusters Score -1315685 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1315722.875000 Penalty: 4793.261719
	Iteration 39Q: 3 clusters Score -1315723 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1315766.750000 Penalty: 4793.261719
	Iteration 40F: 3 clusters Score -1315767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1315825.750000 Penalty: 4793.261719
	Iteration 41Q: 3 clusters Score -1315826 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1315902.375000 Penalty: 4793.261719
	Iteration 42Q: 3 clusters Score -1315902 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1315980.625000 Penalty: 4793.261719
	Iteration 43Q: 3 clusters Score -1315981 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1316050.000000 Penalty: 4793.261719
	Iteration 44Q: 3 clusters Score -1316050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1316110.250000 Penalty: 4793.261719
	Iteration 45Q: 3 clusters Score -1316110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1316150.250000 Penalty: 4793.261719
	Iteration 46Q: 3 clusters Score -1316150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1316187.375000 Penalty: 4793.261719
	Iteration 47Q: 3 clusters Score -1316187 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1316211.250000 Penalty: 4793.261719
	Iteration 48Q: 3 clusters Score -1316211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1316229.000000 Penalty: 4793.261719
	Iteration 49Q: 3 clusters Score -1316229 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1316248.250000 Penalty: 4793.261719
	Iteration 50Q: 3 clusters Score -1316248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1316258.750000 Penalty: 4793.261719
	Iteration 51Q: 3 clusters Score -1316259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1316269.500000 Penalty: 4793.261719
	Iteration 52Q: 3 clusters Score -1316270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1316277.500000 Penalty: 4793.261719
	Iteration 53Q: 3 clusters Score -1316278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1316277.375000 Penalty: 4793.261719
	Iteration 54Q: 3 clusters Score -1316277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1316284.000000 Penalty: 4793.261719
	Iteration 55Q: 3 clusters Score -1316284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1316289.375000 Penalty: 4793.261719
	Iteration 56Q: 3 clusters Score -1316289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1316293.125000 Penalty: 4793.261719
	Iteration 57Q: 3 clusters Score -1316293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1316293.375000 Penalty: 4793.261719
	Iteration 58Q: 3 clusters Score -1316293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1316303.625000 Penalty: 4793.261719
	Iteration 59Q: 3 clusters Score -1316304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1316303.750000 Penalty: 4793.261719
	Iteration 60F: 3 clusters Score -1316304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1316308.000000 Penalty: 4793.261719
	Iteration 61Q: 3 clusters Score -1316308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1316313.500000 Penalty: 4793.261719
	Iteration 62Q: 3 clusters Score -1316314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1316316.750000 Penalty: 4793.261719
	Iteration 63Q: 3 clusters Score -1316317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1316321.875000 Penalty: 4793.261719
	Iteration 64Q: 3 clusters Score -1316322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1316325.000000 Penalty: 4793.261719
	Iteration 65Q: 3 clusters Score -1316325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1316328.000000 Penalty: 4793.261719
	Iteration 66Q: 3 clusters Score -1316328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1316327.500000 Penalty: 4793.261719
	Iteration 67Q: 3 clusters Score -1316328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1316328.875000 Penalty: 4793.261719
	Iteration 68Q: 3 clusters Score -1316329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1316334.625000 Penalty: 4793.261719
	Iteration 69Q: 3 clusters Score -1316335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1316336.125000 Penalty: 4793.261719
	Iteration 70Q: 3 clusters Score -1316336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1316343.250000 Penalty: 4793.261719
	Iteration 71Q: 3 clusters Score -1316343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1316346.250000 Penalty: 4793.261719
	Iteration 72Q: 3 clusters Score -1316346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1316345.250000 Penalty: 4793.261719
	Iteration 73Q: 3 clusters Score -1316345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1316349.375000 Penalty: 4793.261719
	Iteration 74Q: 3 clusters Score -1316349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1316347.750000 Penalty: 4793.261719
	Iteration 75Q: 3 clusters Score -1316348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1316347.250000 Penalty: 4793.261719
	Iteration 76Q: 3 clusters Score -1316347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1316346.750000 Penalty: 4793.261719
	Iteration 77Q: 3 clusters Score -1316347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1316349.250000 Penalty: 4793.261719
	Iteration 78Q: 3 clusters Score -1316349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1316349.750000 Penalty: 4793.261719
	Iteration 79Q: 3 clusters Score -1316350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1316350.125000 Penalty: 4793.261719
	Iteration 80F: 3 clusters Score -1316350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -130338.351562 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -130338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -127879.890625 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -127879.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128406.507812 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -128406.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -128578.671875 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -128578.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -128726.093750 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -128726.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -128899.195312 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -128899.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -129155.460938 Penalty: 3697.541016
	Iteration 5F: 3 clusters Score -129155.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -129366.546875 Penalty: 3697.541016
	Iteration 6F: 3 clusters Score -129366.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129615.296875 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -129615.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -129958.812500 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -129958.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130163.718750 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -130163.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -130329.070312 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -130329.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -130462.335938 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -130462.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130560.343750 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -130560.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130583.312500 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -130583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -130596.890625 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -130596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130611.398438 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -130611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130614.109375 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -130614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -130615.585938 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -130615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130617.234375 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -130617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -130617.234375 Penalty: 3697.541016
	Iteration 19F: 3 clusters Score -130617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 904 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22122 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20323 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13402 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37625 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5740 members 
Mstep: Class 54 contains 6539 members 
Mstep: Class 55 contains 824 members 
Entering Unmasked Estep 
Score: -51171576.000000 Penalty: 182728.750000
Splitting cluster 27 changes total score from -51172856.000000 to -51171576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -849724.437500 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -849724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -841794.312500 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -841794.3 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -843942.437500 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -843942.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -844206.500000 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -844206.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -844408.000000 Penalty: 4587.066406
	Iteration 3Q: 3 clusters Score -844408 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -844580.812500 Penalty: 4587.066406
	Iteration 4Q: 3 clusters Score -844580.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -844775.750000 Penalty: 4587.066406
	Iteration 5Q: 3 clusters Score -844775.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -845006.375000 Penalty: 4587.066406
	Iteration 6Q: 3 clusters Score -845006.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -845338.625000 Penalty: 4587.066406
	Iteration 7F: 3 clusters Score -845338.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -845764.000000 Penalty: 4587.066406
	Iteration 8F: 3 clusters Score -845764 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -846230.687500 Penalty: 4587.066406
	Iteration 9F: 3 clusters Score -846230.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -846677.625000 Penalty: 4587.066406
	Iteration 10F: 3 clusters Score -846677.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -847033.062500 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -847033.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -847241.500000 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -847241.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -847347.562500 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -847347.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -847408.687500 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -847408.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -847446.875000 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -847446.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -847475.125000 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -847475.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -847503.562500 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -847503.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -847527.625000 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -847527.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -847543.125000 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -847543.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -847560.875000 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -847560.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -847571.250000 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -847571.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -847576.812500 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -847576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -847581.125000 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -847581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -847590.437500 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -847590.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -847593.500000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -847593.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -847597.625000 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -847597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -847599.250000 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -847599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -847601.187500 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -847601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -847602.312500 Penalty: 4587.066406
	Iteration 29Q: 3 clusters Score -847602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -847604.625000 Penalty: 4587.066406
	Iteration 30Q: 3 clusters Score -847604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -847608.812500 Penalty: 4587.066406
	Iteration 31Q: 3 clusters Score -847608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -847611.125000 Penalty: 4587.066406
	Iteration 32Q: 3 clusters Score -847611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -847611.625000 Penalty: 4587.066406
	Iteration 33Q: 3 clusters Score -847611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -847613.187500 Penalty: 4587.066406
	Iteration 34Q: 3 clusters Score -847613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -847615.562500 Penalty: 4587.066406
	Iteration 35Q: 3 clusters Score -847615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -847614.750000 Penalty: 4587.066406
	Iteration 36Q: 3 clusters Score -847614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -847616.062500 Penalty: 4587.066406
	Iteration 37Q: 3 clusters Score -847616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -847616.062500 Penalty: 4587.066406
	Iteration 38F: 3 clusters Score -847616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -1924867.500000 Penalty: 2481.073242
	Iteration 0F: 2 clusters Score -1924868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1909391.625000 Penalty: 4962.146484
	Iteration 0F: 3 clusters Score -1909392 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1914595.375000 Penalty: 4962.146484
	Iteration 1F: 3 clusters Score -1914595 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1915027.500000 Penalty: 4962.146484
	Iteration 2F: 3 clusters Score -1915028 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1915539.750000 Penalty: 4962.146484
	Iteration 3F: 3 clusters Score -1915540 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1916211.250000 Penalty: 4962.146484
	Iteration 4F: 3 clusters Score -1916211 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1917173.750000 Penalty: 4962.146484
	Iteration 5F: 3 clusters Score -1917174 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1918330.250000 Penalty: 4962.146484
	Iteration 6F: 3 clusters Score -1918330 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1919450.375000 Penalty: 4962.146484
	Iteration 7F: 3 clusters Score -1919450 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1920284.750000 Penalty: 4962.146484
	Iteration 8F: 3 clusters Score -1920285 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1920861.375000 Penalty: 4962.146484
	Iteration 9Q: 3 clusters Score -1920861 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1921262.500000 Penalty: 4962.146484
	Iteration 10Q: 3 clusters Score -1921262 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1921569.250000 Penalty: 4962.146484
	Iteration 11Q: 3 clusters Score -1921569 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1921826.250000 Penalty: 4962.146484
	Iteration 12Q: 3 clusters Score -1921826 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1922048.000000 Penalty: 4962.146484
	Iteration 13Q: 3 clusters Score -1922048 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1922232.500000 Penalty: 4962.146484
	Iteration 14Q: 3 clusters Score -1922232 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1922364.750000 Penalty: 4962.146484
	Iteration 15Q: 3 clusters Score -1922365 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1922462.875000 Penalty: 4962.146484
	Iteration 16Q: 3 clusters Score -1922463 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1922529.375000 Penalty: 4962.146484
	Iteration 17Q: 3 clusters Score -1922529 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1922588.000000 Penalty: 4962.146484
	Iteration 18Q: 3 clusters Score -1922588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1922629.875000 Penalty: 4962.146484
	Iteration 19Q: 3 clusters Score -1922630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1922655.625000 Penalty: 4962.146484
	Iteration 20F: 3 clusters Score -1922656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1922683.250000 Penalty: 4962.146484
	Iteration 21Q: 3 clusters Score -1922683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1922714.000000 Penalty: 4962.146484
	Iteration 22Q: 3 clusters Score -1922714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1922734.125000 Penalty: 4962.146484
	Iteration 23Q: 3 clusters Score -1922734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1922752.125000 Penalty: 4962.146484
	Iteration 24Q: 3 clusters Score -1922752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1922766.875000 Penalty: 4962.146484
	Iteration 25Q: 3 clusters Score -1922767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1922775.875000 Penalty: 4962.146484
	Iteration 26Q: 3 clusters Score -1922776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1922789.375000 Penalty: 4962.146484
	Iteration 27Q: 3 clusters Score -1922789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1922795.375000 Penalty: 4962.146484
	Iteration 28Q: 3 clusters Score -1922795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1922802.250000 Penalty: 4962.146484
	Iteration 29Q: 3 clusters Score -1922802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1922804.375000 Penalty: 4962.146484
	Iteration 30Q: 3 clusters Score -1922804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1922807.500000 Penalty: 4962.146484
	Iteration 31Q: 3 clusters Score -1922808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1922808.625000 Penalty: 4962.146484
	Iteration 32Q: 3 clusters Score -1922809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1922811.875000 Penalty: 4962.146484
	Iteration 33Q: 3 clusters Score -1922812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1922813.750000 Penalty: 4962.146484
	Iteration 34Q: 3 clusters Score -1922814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1922814.375000 Penalty: 4962.146484
	Iteration 35Q: 3 clusters Score -1922814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1922818.625000 Penalty: 4962.146484
	Iteration 36Q: 3 clusters Score -1922819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1922823.500000 Penalty: 4962.146484
	Iteration 37Q: 3 clusters Score -1922824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1922823.625000 Penalty: 4962.146484
	Iteration 38Q: 3 clusters Score -1922824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1922823.625000 Penalty: 4962.146484
	Iteration 39Q: 3 clusters Score -1922824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1922826.000000 Penalty: 4962.146484
	Iteration 40F: 3 clusters Score -1922826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1922826.625000 Penalty: 4962.146484
	Iteration 41Q: 3 clusters Score -1922827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1922826.500000 Penalty: 4962.146484
	Iteration 42Q: 3 clusters Score -1922826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1922826.500000 Penalty: 4962.146484
	Iteration 43F: 3 clusters Score -1922826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -204971.187500 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -204971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -201964.125000 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -201964.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -202534.750000 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -202534.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -202703.656250 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -202703.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -202816.343750 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -202816.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -202918.968750 Penalty: 3899.034180
	Iteration 4Q: 3 clusters Score -202919 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -203001.812500 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -203001.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -203076.296875 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -203076.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -203158.968750 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -203159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -203221.109375 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -203221.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -203325.984375 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -203326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -203472.859375 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -203472.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -203647.593750 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -203647.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -203834.000000 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -203834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -203998.203125 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -203998.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -204164.406250 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -204164.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -204306.187500 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -204306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -204422.609375 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -204422.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -204498.718750 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -204498.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -204538.421875 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -204538.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -204556.890625 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -204556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -204569.312500 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -204569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -204576.984375 Penalty: 3899.034180
	Iteration 21Q: 3 clusters Score -204577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -204580.125000 Penalty: 3899.034180
	Iteration 22Q: 3 clusters Score -204580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -204582.750000 Penalty: 3899.034180
	Iteration 23Q: 3 clusters Score -204582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -204583.046875 Penalty: 3899.034180
	Iteration 24Q: 3 clusters Score -204583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -204583.046875 Penalty: 3899.034180
	Iteration 25F: 3 clusters Score -204583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Entering Unmasked Estep 
Score: -787896.187500 Penalty: 2273.626953
	Iteration 0F: 2 clusters Score -787896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -780479.687500 Penalty: 4547.253906
	Iteration 0F: 3 clusters Score -780479.7 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -782620.562500 Penalty: 4547.253906
	Iteration 1F: 3 clusters Score -782620.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -782916.562500 Penalty: 4547.253906
	Iteration 2F: 3 clusters Score -782916.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -783151.875000 Penalty: 4547.253906
	Iteration 3F: 3 clusters Score -783151.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -783338.250000 Penalty: 4547.253906
	Iteration 4Q: 3 clusters Score -783338.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -783525.250000 Penalty: 4547.253906
	Iteration 5Q: 3 clusters Score -783525.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -783731.000000 Penalty: 4547.253906
	Iteration 6Q: 3 clusters Score -783731 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -783971.562500 Penalty: 4547.253906
	Iteration 7Q: 3 clusters Score -783971.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -784197.750000 Penalty: 4547.253906
	Iteration 8Q: 3 clusters Score -784197.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -784476.000000 Penalty: 4547.253906
	Iteration 9Q: 3 clusters Score -784476 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -784818.250000 Penalty: 4547.253906
	Iteration 10Q: 3 clusters Score -784818.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -785259.812500 Penalty: 4547.253906
	Iteration 11Q: 3 clusters Score -785259.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -785854.812500 Penalty: 4547.253906
	Iteration 12Q: 3 clusters Score -785854.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -786329.187500 Penalty: 4547.253906
	Iteration 13Q: 3 clusters Score -786329.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -786637.625000 Penalty: 4547.253906
	Iteration 14Q: 3 clusters Score -786637.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -786834.250000 Penalty: 4547.253906
	Iteration 15Q: 3 clusters Score -786834.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -786980.875000 Penalty: 4547.253906
	Iteration 16Q: 3 clusters Score -786980.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -787095.250000 Penalty: 4547.253906
	Iteration 17Q: 3 clusters Score -787095.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -787216.312500 Penalty: 4547.253906
	Iteration 18Q: 3 clusters Score -787216.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -787347.437500 Penalty: 4547.253906
	Iteration 19Q: 3 clusters Score -787347.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -787485.312500 Penalty: 4547.253906
	Iteration 20F: 3 clusters Score -787485.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -787646.812500 Penalty: 4547.253906
	Iteration 21Q: 3 clusters Score -787646.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -787810.625000 Penalty: 4547.253906
	Iteration 22Q: 3 clusters Score -787810.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -787940.187500 Penalty: 4547.253906
	Iteration 23Q: 3 clusters Score -787940.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -788041.937500 Penalty: 4547.253906
	Iteration 24Q: 3 clusters Score -788041.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -788139.187500 Penalty: 4547.253906
	Iteration 25Q: 3 clusters Score -788139.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -788198.250000 Penalty: 4547.253906
	Iteration 26Q: 3 clusters Score -788198.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -788223.875000 Penalty: 4547.253906
	Iteration 27Q: 3 clusters Score -788223.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -788237.500000 Penalty: 4547.253906
	Iteration 28Q: 3 clusters Score -788237.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -788248.375000 Penalty: 4547.253906
	Iteration 29Q: 3 clusters Score -788248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -788253.625000 Penalty: 4547.253906
	Iteration 30Q: 3 clusters Score -788253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -788257.562500 Penalty: 4547.253906
	Iteration 31Q: 3 clusters Score -788257.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -788258.812500 Penalty: 4547.253906
	Iteration 32Q: 3 clusters Score -788258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -788260.687500 Penalty: 4547.253906
	Iteration 33Q: 3 clusters Score -788260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -788261.000000 Penalty: 4547.253906
	Iteration 34Q: 3 clusters Score -788261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -788259.437500 Penalty: 4547.253906
	Iteration 35Q: 3 clusters Score -788259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -788260.750000 Penalty: 4547.253906
	Iteration 36Q: 3 clusters Score -788260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -788261.437500 Penalty: 4547.253906
	Iteration 37Q: 3 clusters Score -788261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -788261.562500 Penalty: 4547.253906
	Iteration 38F: 3 clusters Score -788261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -788261.500000 Penalty: 4547.253906
	Iteration 39Q: 3 clusters Score -788261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -788261.062500 Penalty: 4547.253906
	Iteration 40F: 3 clusters Score -788261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -788261.875000 Penalty: 4547.253906
	Iteration 41Q: 3 clusters Score -788261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -788261.312500 Penalty: 4547.253906
	Iteration 42Q: 3 clusters Score -788261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -788262.062500 Penalty: 4547.253906
	Iteration 43Q: 3 clusters Score -788262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -788263.250000 Penalty: 4547.253906
	Iteration 44Q: 3 clusters Score -788263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -788263.250000 Penalty: 4547.253906
	Iteration 45F: 3 clusters Score -788263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22122 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20323 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13402 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37625 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5740 members 
Mstep: Class 54 contains 6539 members 
Mstep: Class 55 contains 5113 members 
Entering Unmasked Estep 
Score: -51171992.000000 Penalty: 182728.750000
Splitting cluster 31 changes total score from -51172856.000000 to -51171992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (55537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Entering Unmasked Estep 
Score: -4467245.500000 Penalty: 2709.351562
	Iteration 0F: 2 clusters Score -4467246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4429833.000000 Penalty: 5418.703125
	Iteration 0F: 3 clusters Score -4429833 nChanged 25835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -4444455.000000 Penalty: 5418.703125
	Iteration 1F: 3 clusters Score -4444455 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -4445024.500000 Penalty: 5418.703125
	Iteration 2Q: 3 clusters Score -4445024 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4445627.000000 Penalty: 5418.703125
	Iteration 3Q: 3 clusters Score -4445627 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4446327.500000 Penalty: 5418.703125
	Iteration 4Q: 3 clusters Score -4446328 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4447179.500000 Penalty: 5418.703125
	Iteration 5Q: 3 clusters Score -4447180 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4448266.500000 Penalty: 5418.703125
	Iteration 6Q: 3 clusters Score -4448266 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4449581.000000 Penalty: 5418.703125
	Iteration 7Q: 3 clusters Score -4449581 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4451095.500000 Penalty: 5418.703125
	Iteration 8F: 3 clusters Score -4451096 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4452773.500000 Penalty: 5418.703125
	Iteration 9F: 3 clusters Score -4452774 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4454652.500000 Penalty: 5418.703125
	Iteration 10F: 3 clusters Score -4454652 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -4456472.000000 Penalty: 5418.703125
	Iteration 11Q: 3 clusters Score -4456472 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -4458134.500000 Penalty: 5418.703125
	Iteration 12Q: 3 clusters Score -4458134 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -4459411.000000 Penalty: 5418.703125
	Iteration 13Q: 3 clusters Score -4459411 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -4460249.000000 Penalty: 5418.703125
	Iteration 14Q: 3 clusters Score -4460249 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -4460870.500000 Penalty: 5418.703125
	Iteration 15Q: 3 clusters Score -4460870 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -4461318.500000 Penalty: 5418.703125
	Iteration 16Q: 3 clusters Score -4461318 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -4461672.500000 Penalty: 5418.703125
	Iteration 17Q: 3 clusters Score -4461672 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -4462005.500000 Penalty: 5418.703125
	Iteration 18Q: 3 clusters Score -4462006 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -4462245.500000 Penalty: 5418.703125
	Iteration 19Q: 3 clusters Score -4462246 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -4462484.000000 Penalty: 5418.703125
	Iteration 20F: 3 clusters Score -4462484 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -4462665.000000 Penalty: 5418.703125
	Iteration 21Q: 3 clusters Score -4462665 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -4462891.000000 Penalty: 5418.703125
	Iteration 22Q: 3 clusters Score -4462891 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -4463143.500000 Penalty: 5418.703125
	Iteration 23Q: 3 clusters Score -4463144 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -4463403.500000 Penalty: 5418.703125
	Iteration 24Q: 3 clusters Score -4463404 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -4463588.000000 Penalty: 5418.703125
	Iteration 25Q: 3 clusters Score -4463588 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -4463792.500000 Penalty: 5418.703125
	Iteration 26Q: 3 clusters Score -4463792 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -4463951.000000 Penalty: 5418.703125
	Iteration 27Q: 3 clusters Score -4463951 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -4464098.000000 Penalty: 5418.703125
	Iteration 28Q: 3 clusters Score -4464098 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -4464226.500000 Penalty: 5418.703125
	Iteration 29Q: 3 clusters Score -4464226 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -4464304.500000 Penalty: 5418.703125
	Iteration 30Q: 3 clusters Score -4464304 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -4464392.500000 Penalty: 5418.703125
	Iteration 31Q: 3 clusters Score -4464392 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -4464456.000000 Penalty: 5418.703125
	Iteration 32Q: 3 clusters Score -4464456 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -4464492.500000 Penalty: 5418.703125
	Iteration 33Q: 3 clusters Score -4464492 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -4464526.000000 Penalty: 5418.703125
	Iteration 34Q: 3 clusters Score -4464526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -4464565.500000 Penalty: 5418.703125
	Iteration 35Q: 3 clusters Score -4464566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -4464608.000000 Penalty: 5418.703125
	Iteration 36Q: 3 clusters Score -4464608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -4464614.500000 Penalty: 5418.703125
	Iteration 37Q: 3 clusters Score -4464614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -4464660.500000 Penalty: 5418.703125
	Iteration 38Q: 3 clusters Score -4464660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -4464688.000000 Penalty: 5418.703125
	Iteration 39Q: 3 clusters Score -4464688 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -4464730.500000 Penalty: 5418.703125
	Iteration 40F: 3 clusters Score -4464730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -4464782.500000 Penalty: 5418.703125
	Iteration 41Q: 3 clusters Score -4464782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -4464846.000000 Penalty: 5418.703125
	Iteration 42Q: 3 clusters Score -4464846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -4464921.000000 Penalty: 5418.703125
	Iteration 43Q: 3 clusters Score -4464921 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -4464958.000000 Penalty: 5418.703125
	Iteration 44Q: 3 clusters Score -4464958 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -4465012.000000 Penalty: 5418.703125
	Iteration 45Q: 3 clusters Score -4465012 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -4465088.500000 Penalty: 5418.703125
	Iteration 46Q: 3 clusters Score -4465088 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -4465142.000000 Penalty: 5418.703125
	Iteration 47Q: 3 clusters Score -4465142 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -4465263.000000 Penalty: 5418.703125
	Iteration 48Q: 3 clusters Score -4465263 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -4465324.000000 Penalty: 5418.703125
	Iteration 49Q: 3 clusters Score -4465324 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -4465367.000000 Penalty: 5418.703125
	Iteration 50Q: 3 clusters Score -4465367 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -4465441.500000 Penalty: 5418.703125
	Iteration 51Q: 3 clusters Score -4465442 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -4465479.000000 Penalty: 5418.703125
	Iteration 52Q: 3 clusters Score -4465479 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -4465580.000000 Penalty: 5418.703125
	Iteration 53Q: 3 clusters Score -4465580 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -4465633.500000 Penalty: 5418.703125
	Iteration 54Q: 3 clusters Score -4465634 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -4465683.000000 Penalty: 5418.703125
	Iteration 55Q: 3 clusters Score -4465683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -4465735.000000 Penalty: 5418.703125
	Iteration 56Q: 3 clusters Score -4465735 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -4465780.500000 Penalty: 5418.703125
	Iteration 57Q: 3 clusters Score -4465780 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -4465857.500000 Penalty: 5418.703125
	Iteration 58Q: 3 clusters Score -4465858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -4465879.000000 Penalty: 5418.703125
	Iteration 59Q: 3 clusters Score -4465879 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4465959.000000 Penalty: 5418.703125
	Iteration 60F: 3 clusters Score -4465959 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -4466001.500000 Penalty: 5418.703125
	Iteration 61Q: 3 clusters Score -4466002 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -4466071.500000 Penalty: 5418.703125
	Iteration 62Q: 3 clusters Score -4466072 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -4466102.000000 Penalty: 5418.703125
	Iteration 63Q: 3 clusters Score -4466102 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -4466156.500000 Penalty: 5418.703125
	Iteration 64Q: 3 clusters Score -4466156 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -4466193.000000 Penalty: 5418.703125
	Iteration 65Q: 3 clusters Score -4466193 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4466210.000000 Penalty: 5418.703125
	Iteration 66Q: 3 clusters Score -4466210 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -4466236.000000 Penalty: 5418.703125
	Iteration 67Q: 3 clusters Score -4466236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -4466253.000000 Penalty: 5418.703125
	Iteration 68Q: 3 clusters Score -4466253 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -4466264.000000 Penalty: 5418.703125
	Iteration 69Q: 3 clusters Score -4466264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -4466262.000000 Penalty: 5418.703125
	Iteration 70Q: 3 clusters Score -4466262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4466285.500000 Penalty: 5418.703125
	Iteration 71Q: 3 clusters Score -4466286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -4466290.000000 Penalty: 5418.703125
	Iteration 72Q: 3 clusters Score -4466290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -4466286.500000 Penalty: 5418.703125
	Iteration 73Q: 3 clusters Score -4466286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -4466301.000000 Penalty: 5418.703125
	Iteration 74Q: 3 clusters Score -4466301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -4466316.500000 Penalty: 5418.703125
	Iteration 75Q: 3 clusters Score -4466316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -4466316.000000 Penalty: 5418.703125
	Iteration 76Q: 3 clusters Score -4466316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -4466310.500000 Penalty: 5418.703125
	Iteration 77Q: 3 clusters Score -4466310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -4466319.000000 Penalty: 5418.703125
	Iteration 78Q: 3 clusters Score -4466319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4466327.500000 Penalty: 5418.703125
	Iteration 79Q: 3 clusters Score -4466328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -4466328.500000 Penalty: 5418.703125
	Iteration 80F: 3 clusters Score -4466328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -4466323.000000 Penalty: 5418.703125
	Iteration 81Q: 3 clusters Score -4466323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -4466316.000000 Penalty: 5418.703125
	Iteration 82Q: 3 clusters Score -4466316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -4466318.500000 Penalty: 5418.703125
	Iteration 83Q: 3 clusters Score -4466318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4466323.000000 Penalty: 5418.703125
	Iteration 84Q: 3 clusters Score -4466323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -4466325.000000 Penalty: 5418.703125
	Iteration 85Q: 3 clusters Score -4466325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4466323.500000 Penalty: 5418.703125
	Iteration 86Q: 3 clusters Score -4466324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -4466324.000000 Penalty: 5418.703125
	Iteration 87Q: 3 clusters Score -4466324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -4466317.000000 Penalty: 5418.703125
	Iteration 88Q: 3 clusters Score -4466317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4466317.000000 Penalty: 5418.703125
	Iteration 89Q: 3 clusters Score -4466317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4466317.000000 Penalty: 5418.703125
	Iteration 90F: 3 clusters Score -4466317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Entering Unmasked Estep 
Score: -1675295.875000 Penalty: 2460.038330
	Iteration 0F: 2 clusters Score -1675296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1661045.875000 Penalty: 4920.076660
	Iteration 0F: 3 clusters Score -1661046 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1666114.125000 Penalty: 4920.076660
	Iteration 1F: 3 clusters Score -1666114 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1666897.875000 Penalty: 4920.076660
	Iteration 2F: 3 clusters Score -1666898 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1667805.125000 Penalty: 4920.076660
	Iteration 3F: 3 clusters Score -1667805 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1668835.000000 Penalty: 4920.076660
	Iteration 4F: 3 clusters Score -1668835 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1669876.750000 Penalty: 4920.076660
	Iteration 5F: 3 clusters Score -1669877 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1670934.250000 Penalty: 4920.076660
	Iteration 6F: 3 clusters Score -1670934 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1671994.500000 Penalty: 4920.076660
	Iteration 7F: 3 clusters Score -1671994 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1672967.125000 Penalty: 4920.076660
	Iteration 8Q: 3 clusters Score -1672967 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1673611.500000 Penalty: 4920.076660
	Iteration 9Q: 3 clusters Score -1673612 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1673894.375000 Penalty: 4920.076660
	Iteration 10Q: 3 clusters Score -1673894 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1674037.875000 Penalty: 4920.076660
	Iteration 11Q: 3 clusters Score -1674038 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1674128.875000 Penalty: 4920.076660
	Iteration 12Q: 3 clusters Score -1674129 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1674180.500000 Penalty: 4920.076660
	Iteration 13Q: 3 clusters Score -1674180 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1674201.750000 Penalty: 4920.076660
	Iteration 14Q: 3 clusters Score -1674202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1674219.500000 Penalty: 4920.076660
	Iteration 15Q: 3 clusters Score -1674220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1674227.875000 Penalty: 4920.076660
	Iteration 16Q: 3 clusters Score -1674228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1674233.125000 Penalty: 4920.076660
	Iteration 17Q: 3 clusters Score -1674233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1674242.875000 Penalty: 4920.076660
	Iteration 18Q: 3 clusters Score -1674243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1674250.000000 Penalty: 4920.076660
	Iteration 19Q: 3 clusters Score -1674250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1674256.875000 Penalty: 4920.076660
	Iteration 20F: 3 clusters Score -1674257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1674267.750000 Penalty: 4920.076660
	Iteration 21Q: 3 clusters Score -1674268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1674274.250000 Penalty: 4920.076660
	Iteration 22Q: 3 clusters Score -1674274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1674275.625000 Penalty: 4920.076660
	Iteration 23Q: 3 clusters Score -1674276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1674287.000000 Penalty: 4920.076660
	Iteration 24Q: 3 clusters Score -1674287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1674296.875000 Penalty: 4920.076660
	Iteration 25Q: 3 clusters Score -1674297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1674304.250000 Penalty: 4920.076660
	Iteration 26Q: 3 clusters Score -1674304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1674306.375000 Penalty: 4920.076660
	Iteration 27Q: 3 clusters Score -1674306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1674315.750000 Penalty: 4920.076660
	Iteration 28Q: 3 clusters Score -1674316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1674332.750000 Penalty: 4920.076660
	Iteration 29Q: 3 clusters Score -1674333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1674351.375000 Penalty: 4920.076660
	Iteration 30Q: 3 clusters Score -1674351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1674367.000000 Penalty: 4920.076660
	Iteration 31Q: 3 clusters Score -1674367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1674385.000000 Penalty: 4920.076660
	Iteration 32Q: 3 clusters Score -1674385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1674408.125000 Penalty: 4920.076660
	Iteration 33Q: 3 clusters Score -1674408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1674437.250000 Penalty: 4920.076660
	Iteration 34Q: 3 clusters Score -1674437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1674463.500000 Penalty: 4920.076660
	Iteration 35Q: 3 clusters Score -1674464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1674494.875000 Penalty: 4920.076660
	Iteration 36Q: 3 clusters Score -1674495 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1674527.375000 Penalty: 4920.076660
	Iteration 37Q: 3 clusters Score -1674527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1674557.125000 Penalty: 4920.076660
	Iteration 38Q: 3 clusters Score -1674557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1674580.250000 Penalty: 4920.076660
	Iteration 39Q: 3 clusters Score -1674580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1674611.000000 Penalty: 4920.076660
	Iteration 40F: 3 clusters Score -1674611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1674649.875000 Penalty: 4920.076660
	Iteration 41Q: 3 clusters Score -1674650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1674684.750000 Penalty: 4920.076660
	Iteration 42Q: 3 clusters Score -1674685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1674725.750000 Penalty: 4920.076660
	Iteration 43Q: 3 clusters Score -1674726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1674759.875000 Penalty: 4920.076660
	Iteration 44Q: 3 clusters Score -1674760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1674790.375000 Penalty: 4920.076660
	Iteration 45Q: 3 clusters Score -1674790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1674832.875000 Penalty: 4920.076660
	Iteration 46Q: 3 clusters Score -1674833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1674873.625000 Penalty: 4920.076660
	Iteration 47Q: 3 clusters Score -1674874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1674909.000000 Penalty: 4920.076660
	Iteration 48Q: 3 clusters Score -1674909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1674940.000000 Penalty: 4920.076660
	Iteration 49Q: 3 clusters Score -1674940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1674977.625000 Penalty: 4920.076660
	Iteration 50Q: 3 clusters Score -1674978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1674996.875000 Penalty: 4920.076660
	Iteration 51Q: 3 clusters Score -1674997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1675020.000000 Penalty: 4920.076660
	Iteration 52Q: 3 clusters Score -1675020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1675040.750000 Penalty: 4920.076660
	Iteration 53Q: 3 clusters Score -1675041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1675065.875000 Penalty: 4920.076660
	Iteration 54Q: 3 clusters Score -1675066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1675083.375000 Penalty: 4920.076660
	Iteration 55Q: 3 clusters Score -1675083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1675100.375000 Penalty: 4920.076660
	Iteration 56Q: 3 clusters Score -1675100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1675121.500000 Penalty: 4920.076660
	Iteration 57Q: 3 clusters Score -1675122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1675140.250000 Penalty: 4920.076660
	Iteration 58Q: 3 clusters Score -1675140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1675151.750000 Penalty: 4920.076660
	Iteration 59Q: 3 clusters Score -1675152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1675171.875000 Penalty: 4920.076660
	Iteration 60F: 3 clusters Score -1675172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1675191.625000 Penalty: 4920.076660
	Iteration 61Q: 3 clusters Score -1675192 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1675201.750000 Penalty: 4920.076660
	Iteration 62Q: 3 clusters Score -1675202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1675209.125000 Penalty: 4920.076660
	Iteration 63Q: 3 clusters Score -1675209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1675209.875000 Penalty: 4920.076660
	Iteration 64Q: 3 clusters Score -1675210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1675214.000000 Penalty: 4920.076660
	Iteration 65Q: 3 clusters Score -1675214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1675223.875000 Penalty: 4920.076660
	Iteration 66Q: 3 clusters Score -1675224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1675226.125000 Penalty: 4920.076660
	Iteration 67Q: 3 clusters Score -1675226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1675233.125000 Penalty: 4920.076660
	Iteration 68Q: 3 clusters Score -1675233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1675235.125000 Penalty: 4920.076660
	Iteration 69Q: 3 clusters Score -1675235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1675239.125000 Penalty: 4920.076660
	Iteration 70Q: 3 clusters Score -1675239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1675236.125000 Penalty: 4920.076660
	Iteration 71Q: 3 clusters Score -1675236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1675241.500000 Penalty: 4920.076660
	Iteration 72Q: 3 clusters Score -1675242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1675239.000000 Penalty: 4920.076660
	Iteration 73Q: 3 clusters Score -1675239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1675245.375000 Penalty: 4920.076660
	Iteration 74Q: 3 clusters Score -1675245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1675250.375000 Penalty: 4920.076660
	Iteration 75Q: 3 clusters Score -1675250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1675246.250000 Penalty: 4920.076660
	Iteration 76Q: 3 clusters Score -1675246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1675247.750000 Penalty: 4920.076660
	Iteration 77Q: 3 clusters Score -1675248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1675247.750000 Penalty: 4920.076660
	Iteration 78F: 3 clusters Score -1675248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -475612.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -475612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -469965.531250 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -469965.5 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -471564.156250 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -471564.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -472056.687500 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -472056.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -472664.437500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -472664.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -473284.812500 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -473284.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -473796.312500 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -473796.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -474185.531250 Penalty: 4376.748047
	Iteration 6F: 3 clusters Score -474185.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -474547.687500 Penalty: 4376.748047
	Iteration 7F: 3 clusters Score -474547.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -474857.750000 Penalty: 4376.748047
	Iteration 8F: 3 clusters Score -474857.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -475036.750000 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -475036.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -475139.062500 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -475139.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -475180.500000 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -475180.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -475207.375000 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -475207.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -475225.000000 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -475225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -475241.875000 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -475241.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -475261.687500 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -475261.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -475282.500000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -475282.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -475297.531250 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -475297.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -475307.218750 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -475307.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -475315.312500 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -475315.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -475322.250000 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -475322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -475327.375000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -475327.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -475332.593750 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -475332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -475335.562500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -475335.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -475337.812500 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -475337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -475337.687500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -475337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -475339.718750 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -475339.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -475341.843750 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -475341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -475341.531250 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -475341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -475343.031250 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -475343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -475344.781250 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -475344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -475344.843750 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -475344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -475344.843750 Penalty: 4376.748047
	Iteration 32F: 3 clusters Score -475344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Entering Unmasked Estep 
Score: -1914761.625000 Penalty: 2491.619385
	Iteration 0F: 2 clusters Score -1914762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1898614.250000 Penalty: 4983.238770
	Iteration 0F: 3 clusters Score -1898614 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1904152.375000 Penalty: 4983.238770
	Iteration 1F: 3 clusters Score -1904152 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1904668.500000 Penalty: 4983.238770
	Iteration 2F: 3 clusters Score -1904668 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1905160.000000 Penalty: 4983.238770
	Iteration 3Q: 3 clusters Score -1905160 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1905711.125000 Penalty: 4983.238770
	Iteration 4F: 3 clusters Score -1905711 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1906353.250000 Penalty: 4983.238770
	Iteration 5F: 3 clusters Score -1906353 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1907031.625000 Penalty: 4983.238770
	Iteration 6F: 3 clusters Score -1907032 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1907698.125000 Penalty: 4983.238770
	Iteration 7F: 3 clusters Score -1907698 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1908411.875000 Penalty: 4983.238770
	Iteration 8F: 3 clusters Score -1908412 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1909211.750000 Penalty: 4983.238770
	Iteration 9F: 3 clusters Score -1909212 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1910038.875000 Penalty: 4983.238770
	Iteration 10Q: 3 clusters Score -1910039 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1910760.625000 Penalty: 4983.238770
	Iteration 11Q: 3 clusters Score -1910761 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -1911347.000000 Penalty: 4983.238770
	Iteration 12Q: 3 clusters Score -1911347 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1911784.750000 Penalty: 4983.238770
	Iteration 13Q: 3 clusters Score -1911785 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -1912066.750000 Penalty: 4983.238770
	Iteration 14Q: 3 clusters Score -1912067 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1912232.125000 Penalty: 4983.238770
	Iteration 15Q: 3 clusters Score -1912232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -1912337.000000 Penalty: 4983.238770
	Iteration 16Q: 3 clusters Score -1912337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -1912399.875000 Penalty: 4983.238770
	Iteration 17Q: 3 clusters Score -1912400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1912441.500000 Penalty: 4983.238770
	Iteration 18Q: 3 clusters Score -1912442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -1912482.375000 Penalty: 4983.238770
	Iteration 19Q: 3 clusters Score -1912482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -1912499.500000 Penalty: 4983.238770
	Iteration 20F: 3 clusters Score -1912500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -1912520.000000 Penalty: 4983.238770
	Iteration 21Q: 3 clusters Score -1912520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1912535.500000 Penalty: 4983.238770
	Iteration 22Q: 3 clusters Score -1912536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1912566.250000 Penalty: 4983.238770
	Iteration 23Q: 3 clusters Score -1912566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -1912592.375000 Penalty: 4983.238770
	Iteration 24Q: 3 clusters Score -1912592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1912607.500000 Penalty: 4983.238770
	Iteration 25Q: 3 clusters Score -1912608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1912612.000000 Penalty: 4983.238770
	Iteration 26Q: 3 clusters Score -1912612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1912620.875000 Penalty: 4983.238770
	Iteration 27Q: 3 clusters Score -1912621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1912631.125000 Penalty: 4983.238770
	Iteration 28Q: 3 clusters Score -1912631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -1912641.750000 Penalty: 4983.238770
	Iteration 29Q: 3 clusters Score -1912642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1912653.375000 Penalty: 4983.238770
	Iteration 30Q: 3 clusters Score -1912653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -1912656.875000 Penalty: 4983.238770
	Iteration 31Q: 3 clusters Score -1912657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -1912661.625000 Penalty: 4983.238770
	Iteration 32Q: 3 clusters Score -1912662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -1912666.625000 Penalty: 4983.238770
	Iteration 33Q: 3 clusters Score -1912667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -1912671.625000 Penalty: 4983.238770
	Iteration 34Q: 3 clusters Score -1912672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1912673.375000 Penalty: 4983.238770
	Iteration 35Q: 3 clusters Score -1912673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -1912678.375000 Penalty: 4983.238770
	Iteration 36Q: 3 clusters Score -1912678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -1912681.250000 Penalty: 4983.238770
	Iteration 37Q: 3 clusters Score -1912681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1912680.125000 Penalty: 4983.238770
	Iteration 38Q: 3 clusters Score -1912680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -1912689.000000 Penalty: 4983.238770
	Iteration 39Q: 3 clusters Score -1912689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -1912696.375000 Penalty: 4983.238770
	Iteration 40F: 3 clusters Score -1912696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -1912701.125000 Penalty: 4983.238770
	Iteration 41Q: 3 clusters Score -1912701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1912705.625000 Penalty: 4983.238770
	Iteration 42Q: 3 clusters Score -1912706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -1912714.250000 Penalty: 4983.238770
	Iteration 43Q: 3 clusters Score -1912714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1912724.125000 Penalty: 4983.238770
	Iteration 44Q: 3 clusters Score -1912724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1912724.875000 Penalty: 4983.238770
	Iteration 45Q: 3 clusters Score -1912725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1912725.000000 Penalty: 4983.238770
	Iteration 46Q: 3 clusters Score -1912725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1912726.625000 Penalty: 4983.238770
	Iteration 47Q: 3 clusters Score -1912727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1912728.125000 Penalty: 4983.238770
	Iteration 48Q: 3 clusters Score -1912728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1912728.125000 Penalty: 4983.238770
	Iteration 49F: 3 clusters Score -1912728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -1272133.500000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -1272134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1260921.875000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -1260922 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1264470.375000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -1264470 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1264871.125000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -1264871 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1265248.500000 Penalty: 4786.822266
	Iteration 3F: 3 clusters Score -1265248 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1265642.000000 Penalty: 4786.822266
	Iteration 4F: 3 clusters Score -1265642 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1266100.375000 Penalty: 4786.822266
	Iteration 5F: 3 clusters Score -1266100 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1266663.000000 Penalty: 4786.822266
	Iteration 6F: 3 clusters Score -1266663 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1267274.500000 Penalty: 4786.822266
	Iteration 7F: 3 clusters Score -1267274 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1267897.625000 Penalty: 4786.822266
	Iteration 8F: 3 clusters Score -1267898 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1268420.750000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -1268421 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1268826.500000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -1268826 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1269122.875000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -1269123 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1269332.750000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -1269333 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1269486.125000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -1269486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1269607.375000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -1269607 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1269706.875000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -1269707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1269781.125000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -1269781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1269833.875000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -1269834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1269883.375000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -1269883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1269918.500000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -1269918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1269944.875000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -1269945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1269960.750000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -1269961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1269969.375000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -1269969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1269975.125000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -1269975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1269975.750000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -1269976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1269976.500000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -1269976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1269976.500000 Penalty: 4786.822266
	Iteration 26F: 3 clusters Score -1269976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -186245.437500 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -186245.4 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 1289 members 
Entering Unmasked Estep 
Score: -183284.171875 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -183284.2 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -184123.703125 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -184123.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -184477.140625 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -184477.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -184738.218750 Penalty: 3907.752930
	Iteration 3F: 3 clusters Score -184738.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -184930.203125 Penalty: 3907.752930
	Iteration 4F: 3 clusters Score -184930.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -185070.937500 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -185070.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -185179.593750 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -185179.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -185273.437500 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -185273.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -185342.687500 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -185342.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -185439.765625 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -185439.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -185567.906250 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -185567.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -185657.062500 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -185657.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -185709.937500 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -185709.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -185746.125000 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -185746.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -185772.843750 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -185772.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -185799.734375 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -185799.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -185829.453125 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -185829.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -185859.625000 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -185859.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -185895.640625 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -185895.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -185926.296875 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -185926.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -185949.875000 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -185949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -185964.468750 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -185964.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -185980.484375 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -185980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -185990.218750 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -185990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -186000.218750 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -186000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -186007.890625 Penalty: 3907.752930
	Iteration 25Q: 3 clusters Score -186007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -186012.421875 Penalty: 3907.752930
	Iteration 26Q: 3 clusters Score -186012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -186015.437500 Penalty: 3907.752930
	Iteration 27Q: 3 clusters Score -186015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -186016.921875 Penalty: 3907.752930
	Iteration 28Q: 3 clusters Score -186016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -186018.890625 Penalty: 3907.752930
	Iteration 29Q: 3 clusters Score -186018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -186019.468750 Penalty: 3907.752930
	Iteration 30Q: 3 clusters Score -186019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -186020.546875 Penalty: 3907.752930
	Iteration 31Q: 3 clusters Score -186020.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -186022.187500 Penalty: 3907.752930
	Iteration 32Q: 3 clusters Score -186022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -186024.562500 Penalty: 3907.752930
	Iteration 33Q: 3 clusters Score -186024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -186025.781250 Penalty: 3907.752930
	Iteration 34Q: 3 clusters Score -186025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -186026.343750 Penalty: 3907.752930
	Iteration 35Q: 3 clusters Score -186026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -186028.421875 Penalty: 3907.752930
	Iteration 36Q: 3 clusters Score -186028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -186029.781250 Penalty: 3907.752930
	Iteration 37Q: 3 clusters Score -186029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -186031.125000 Penalty: 3907.752930
	Iteration 38Q: 3 clusters Score -186031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -186032.281250 Penalty: 3907.752930
	Iteration 39Q: 3 clusters Score -186032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -186032.906250 Penalty: 3907.752930
	Iteration 40F: 3 clusters Score -186032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -186033.031250 Penalty: 3907.752930
	Iteration 41Q: 3 clusters Score -186033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -186033.031250 Penalty: 3907.752930
	Iteration 42F: 3 clusters Score -186033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Entering Unmasked Estep 
Score: -787885.812500 Penalty: 2272.901367
	Iteration 0F: 2 clusters Score -787885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -780403.000000 Penalty: 4545.802734
	Iteration 0F: 3 clusters Score -780403 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -782952.625000 Penalty: 4545.802734
	Iteration 1F: 3 clusters Score -782952.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -784087.812500 Penalty: 4545.802734
	Iteration 2F: 3 clusters Score -784087.8 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -785232.500000 Penalty: 4545.802734
	Iteration 3F: 3 clusters Score -785232.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -786100.062500 Penalty: 4545.802734
	Iteration 4F: 3 clusters Score -786100.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -786642.562500 Penalty: 4545.802734
	Iteration 5F: 3 clusters Score -786642.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -786919.250000 Penalty: 4545.802734
	Iteration 6Q: 3 clusters Score -786919.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -787066.250000 Penalty: 4545.802734
	Iteration 7Q: 3 clusters Score -787066.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -787159.375000 Penalty: 4545.802734
	Iteration 8Q: 3 clusters Score -787159.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -787221.250000 Penalty: 4545.802734
	Iteration 9Q: 3 clusters Score -787221.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -787254.500000 Penalty: 4545.802734
	Iteration 10Q: 3 clusters Score -787254.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -787274.375000 Penalty: 4545.802734
	Iteration 11Q: 3 clusters Score -787274.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -787294.062500 Penalty: 4545.802734
	Iteration 12Q: 3 clusters Score -787294.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -787308.562500 Penalty: 4545.802734
	Iteration 13Q: 3 clusters Score -787308.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -787321.750000 Penalty: 4545.802734
	Iteration 14Q: 3 clusters Score -787321.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -787325.625000 Penalty: 4545.802734
	Iteration 15Q: 3 clusters Score -787325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -787330.500000 Penalty: 4545.802734
	Iteration 16Q: 3 clusters Score -787330.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -787335.625000 Penalty: 4545.802734
	Iteration 17Q: 3 clusters Score -787335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -787347.062500 Penalty: 4545.802734
	Iteration 18Q: 3 clusters Score -787347.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -787354.125000 Penalty: 4545.802734
	Iteration 19Q: 3 clusters Score -787354.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -787363.000000 Penalty: 4545.802734
	Iteration 20F: 3 clusters Score -787363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -787373.000000 Penalty: 4545.802734
	Iteration 21Q: 3 clusters Score -787373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -787382.000000 Penalty: 4545.802734
	Iteration 22Q: 3 clusters Score -787382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -787391.437500 Penalty: 4545.802734
	Iteration 23Q: 3 clusters Score -787391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -787400.562500 Penalty: 4545.802734
	Iteration 24Q: 3 clusters Score -787400.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -787408.250000 Penalty: 4545.802734
	Iteration 25Q: 3 clusters Score -787408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -787416.875000 Penalty: 4545.802734
	Iteration 26Q: 3 clusters Score -787416.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -787427.187500 Penalty: 4545.802734
	Iteration 27Q: 3 clusters Score -787427.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -787441.937500 Penalty: 4545.802734
	Iteration 28Q: 3 clusters Score -787441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -787452.000000 Penalty: 4545.802734
	Iteration 29Q: 3 clusters Score -787452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -787460.000000 Penalty: 4545.802734
	Iteration 30Q: 3 clusters Score -787460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -787473.000000 Penalty: 4545.802734
	Iteration 31Q: 3 clusters Score -787473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -787481.062500 Penalty: 4545.802734
	Iteration 32Q: 3 clusters Score -787481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -787486.750000 Penalty: 4545.802734
	Iteration 33Q: 3 clusters Score -787486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -787490.312500 Penalty: 4545.802734
	Iteration 34Q: 3 clusters Score -787490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -787493.312500 Penalty: 4545.802734
	Iteration 35Q: 3 clusters Score -787493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -787492.875000 Penalty: 4545.802734
	Iteration 36Q: 3 clusters Score -787492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -787496.937500 Penalty: 4545.802734
	Iteration 37Q: 3 clusters Score -787496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -787497.125000 Penalty: 4545.802734
	Iteration 38Q: 3 clusters Score -787497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -787499.250000 Penalty: 4545.802734
	Iteration 39Q: 3 clusters Score -787499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -787499.250000 Penalty: 4545.802734
	Iteration 40F: 3 clusters Score -787499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -161722.171875 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -161722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -159081.578125 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -159081.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -159558.843750 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -159558.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -159736.968750 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -159737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159865.687500 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -159865.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159968.500000 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -159968.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160054.265625 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -160054.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -160124.718750 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -160124.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160182.156250 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -160182.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -160237.000000 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -160237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160289.656250 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -160289.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160335.687500 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -160335.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160367.843750 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -160367.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160401.984375 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -160402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160424.218750 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -160424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160442.156250 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -160442.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160454.890625 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -160454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -160467.328125 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -160467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160472.734375 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -160472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160477.031250 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -160477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160480.093750 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -160480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160483.062500 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -160483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160484.968750 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -160485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160485.312500 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -160485.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160485.312500 Penalty: 3777.187988
	Iteration 23F: 3 clusters Score -160485.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Entering Unmasked Estep 
Score: -1033817.125000 Penalty: 2337.332031
	Iteration 0F: 2 clusters Score -1033817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1024611.250000 Penalty: 4674.664062
	Iteration 0F: 3 clusters Score -1024611 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1027393.125000 Penalty: 4674.664062
	Iteration 1F: 3 clusters Score -1027393 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1027712.875000 Penalty: 4674.664062
	Iteration 2F: 3 clusters Score -1027713 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1027967.625000 Penalty: 4674.664062
	Iteration 3Q: 3 clusters Score -1027968 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1028222.750000 Penalty: 4674.664062
	Iteration 4Q: 3 clusters Score -1028223 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1028473.937500 Penalty: 4674.664062
	Iteration 5Q: 3 clusters Score -1028474 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1028708.812500 Penalty: 4674.664062
	Iteration 6Q: 3 clusters Score -1028709 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1028967.875000 Penalty: 4674.664062
	Iteration 7Q: 3 clusters Score -1028968 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1029302.062500 Penalty: 4674.664062
	Iteration 8Q: 3 clusters Score -1029302 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1029689.937500 Penalty: 4674.664062
	Iteration 9Q: 3 clusters Score -1029690 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1030134.625000 Penalty: 4674.664062
	Iteration 10Q: 3 clusters Score -1030135 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1030645.375000 Penalty: 4674.664062
	Iteration 11F: 3 clusters Score -1030645 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1031047.375000 Penalty: 4674.664062
	Iteration 12Q: 3 clusters Score -1031047 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1031370.875000 Penalty: 4674.664062
	Iteration 13Q: 3 clusters Score -1031371 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1031642.625000 Penalty: 4674.664062
	Iteration 14Q: 3 clusters Score -1031643 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1031797.750000 Penalty: 4674.664062
	Iteration 15Q: 3 clusters Score -1031798 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1031882.437500 Penalty: 4674.664062
	Iteration 16Q: 3 clusters Score -1031882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1031938.187500 Penalty: 4674.664062
	Iteration 17Q: 3 clusters Score -1031938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1031979.375000 Penalty: 4674.664062
	Iteration 18Q: 3 clusters Score -1031979 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1032006.437500 Penalty: 4674.664062
	Iteration 19Q: 3 clusters Score -1032006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1032022.125000 Penalty: 4674.664062
	Iteration 20F: 3 clusters Score -1032022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1032032.187500 Penalty: 4674.664062
	Iteration 21Q: 3 clusters Score -1032032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1032035.625000 Penalty: 4674.664062
	Iteration 22Q: 3 clusters Score -1032036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1032043.125000 Penalty: 4674.664062
	Iteration 23Q: 3 clusters Score -1032043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1032045.500000 Penalty: 4674.664062
	Iteration 24Q: 3 clusters Score -1032046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1032047.875000 Penalty: 4674.664062
	Iteration 25Q: 3 clusters Score -1032048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1032044.875000 Penalty: 4674.664062
	Iteration 26Q: 3 clusters Score -1032045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1032045.125000 Penalty: 4674.664062
	Iteration 27Q: 3 clusters Score -1032045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1032045.312500 Penalty: 4674.664062
	Iteration 28Q: 3 clusters Score -1032045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1032046.375000 Penalty: 4674.664062
	Iteration 29Q: 3 clusters Score -1032046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1032047.125000 Penalty: 4674.664062
	Iteration 30Q: 3 clusters Score -1032047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1032048.000000 Penalty: 4674.664062
	Iteration 31Q: 3 clusters Score -1032048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1032048.000000 Penalty: 4674.664062
	Iteration 32Q: 3 clusters Score -1032048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1032048.062500 Penalty: 4674.664062
	Iteration 33Q: 3 clusters Score -1032048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1032048.187500 Penalty: 4674.664062
	Iteration 34Q: 3 clusters Score -1032048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1032049.812500 Penalty: 4674.664062
	Iteration 35Q: 3 clusters Score -1032050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1032050.437500 Penalty: 4674.664062
	Iteration 36Q: 3 clusters Score -1032050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1032049.562500 Penalty: 4674.664062
	Iteration 37Q: 3 clusters Score -1032050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1032048.687500 Penalty: 4674.664062
	Iteration 38Q: 3 clusters Score -1032049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1032048.375000 Penalty: 4674.664062
	Iteration 39Q: 3 clusters Score -1032048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1032049.125000 Penalty: 4674.664062
	Iteration 40F: 3 clusters Score -1032049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1032048.937500 Penalty: 4674.664062
	Iteration 41Q: 3 clusters Score -1032049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1032049.750000 Penalty: 4674.664062
	Iteration 42Q: 3 clusters Score -1032050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1032051.125000 Penalty: 4674.664062
	Iteration 43Q: 3 clusters Score -1032051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1032050.875000 Penalty: 4674.664062
	Iteration 44Q: 3 clusters Score -1032051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1032052.312500 Penalty: 4674.664062
	Iteration 45Q: 3 clusters Score -1032052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1032051.125000 Penalty: 4674.664062
	Iteration 46Q: 3 clusters Score -1032051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1032052.125000 Penalty: 4674.664062
	Iteration 47Q: 3 clusters Score -1032052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1032052.125000 Penalty: 4674.664062
	Iteration 48F: 3 clusters Score -1032052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -1766839.000000 Penalty: 2477.709961
	Iteration 0F: 2 clusters Score -1766839 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 10911 members 
Entering Unmasked Estep 
Score: -1751551.625000 Penalty: 4955.419922
	Iteration 0F: 3 clusters Score -1751552 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1756675.500000 Penalty: 4955.419922
	Iteration 1F: 3 clusters Score -1756676 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1757121.000000 Penalty: 4955.419922
	Iteration 2F: 3 clusters Score -1757121 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1757499.875000 Penalty: 4955.419922
	Iteration 3Q: 3 clusters Score -1757500 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1757882.125000 Penalty: 4955.419922
	Iteration 4Q: 3 clusters Score -1757882 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1758311.375000 Penalty: 4955.419922
	Iteration 5Q: 3 clusters Score -1758311 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1758754.875000 Penalty: 4955.419922
	Iteration 6Q: 3 clusters Score -1758755 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1759263.250000 Penalty: 4955.419922
	Iteration 7Q: 3 clusters Score -1759263 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1759876.125000 Penalty: 4955.419922
	Iteration 8Q: 3 clusters Score -1759876 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1760515.500000 Penalty: 4955.419922
	Iteration 9F: 3 clusters Score -1760516 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1761118.375000 Penalty: 4955.419922
	Iteration 10Q: 3 clusters Score -1761118 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1761675.750000 Penalty: 4955.419922
	Iteration 11Q: 3 clusters Score -1761676 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1762182.875000 Penalty: 4955.419922
	Iteration 12Q: 3 clusters Score -1762183 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1762682.125000 Penalty: 4955.419922
	Iteration 13Q: 3 clusters Score -1762682 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1763216.500000 Penalty: 4955.419922
	Iteration 14Q: 3 clusters Score -1763216 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1763667.125000 Penalty: 4955.419922
	Iteration 15Q: 3 clusters Score -1763667 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1764032.625000 Penalty: 4955.419922
	Iteration 16Q: 3 clusters Score -1764033 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1764280.125000 Penalty: 4955.419922
	Iteration 17Q: 3 clusters Score -1764280 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1764470.875000 Penalty: 4955.419922
	Iteration 18Q: 3 clusters Score -1764471 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1764592.875000 Penalty: 4955.419922
	Iteration 19Q: 3 clusters Score -1764593 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1764651.750000 Penalty: 4955.419922
	Iteration 20F: 3 clusters Score -1764652 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1764705.125000 Penalty: 4955.419922
	Iteration 21Q: 3 clusters Score -1764705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1764744.125000 Penalty: 4955.419922
	Iteration 22Q: 3 clusters Score -1764744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1764760.875000 Penalty: 4955.419922
	Iteration 23Q: 3 clusters Score -1764761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1764771.875000 Penalty: 4955.419922
	Iteration 24Q: 3 clusters Score -1764772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1764775.750000 Penalty: 4955.419922
	Iteration 25Q: 3 clusters Score -1764776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1764780.500000 Penalty: 4955.419922
	Iteration 26Q: 3 clusters Score -1764780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1764784.875000 Penalty: 4955.419922
	Iteration 27Q: 3 clusters Score -1764785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1764790.000000 Penalty: 4955.419922
	Iteration 28Q: 3 clusters Score -1764790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1764792.125000 Penalty: 4955.419922
	Iteration 29Q: 3 clusters Score -1764792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1764800.750000 Penalty: 4955.419922
	Iteration 30Q: 3 clusters Score -1764801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1764800.000000 Penalty: 4955.419922
	Iteration 31Q: 3 clusters Score -1764800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1764801.125000 Penalty: 4955.419922
	Iteration 32Q: 3 clusters Score -1764801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1764801.500000 Penalty: 4955.419922
	Iteration 33Q: 3 clusters Score -1764802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1764807.000000 Penalty: 4955.419922
	Iteration 34Q: 3 clusters Score -1764807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1764807.500000 Penalty: 4955.419922
	Iteration 35Q: 3 clusters Score -1764808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1764805.000000 Penalty: 4955.419922
	Iteration 36Q: 3 clusters Score -1764805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1764808.375000 Penalty: 4955.419922
	Iteration 37Q: 3 clusters Score -1764808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1764810.500000 Penalty: 4955.419922
	Iteration 38Q: 3 clusters Score -1764810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1764809.250000 Penalty: 4955.419922
	Iteration 39Q: 3 clusters Score -1764809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1764810.000000 Penalty: 4955.419922
	Iteration 40F: 3 clusters Score -1764810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1764808.000000 Penalty: 4955.419922
	Iteration 41Q: 3 clusters Score -1764808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1764807.375000 Penalty: 4955.419922
	Iteration 42Q: 3 clusters Score -1764807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1764807.375000 Penalty: 4955.419922
	Iteration 43F: 3 clusters Score -1764807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Entering Unmasked Estep 
Score: -973951.437500 Penalty: 2356.783447
	Iteration 0F: 2 clusters Score -973951.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -964200.937500 Penalty: 4713.566895
	Iteration 0F: 3 clusters Score -964200.9 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -967441.375000 Penalty: 4713.566895
	Iteration 1F: 3 clusters Score -967441.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -967908.625000 Penalty: 4713.566895
	Iteration 2F: 3 clusters Score -967908.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -968299.937500 Penalty: 4713.566895
	Iteration 3F: 3 clusters Score -968299.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -968679.250000 Penalty: 4713.566895
	Iteration 4F: 3 clusters Score -968679.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -969044.937500 Penalty: 4713.566895
	Iteration 5Q: 3 clusters Score -969044.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -969389.000000 Penalty: 4713.566895
	Iteration 6Q: 3 clusters Score -969389 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -969706.875000 Penalty: 4713.566895
	Iteration 7Q: 3 clusters Score -969706.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -969965.437500 Penalty: 4713.566895
	Iteration 8Q: 3 clusters Score -969965.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -970186.250000 Penalty: 4713.566895
	Iteration 9Q: 3 clusters Score -970186.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -970389.625000 Penalty: 4713.566895
	Iteration 10Q: 3 clusters Score -970389.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -970583.187500 Penalty: 4713.566895
	Iteration 11Q: 3 clusters Score -970583.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -970776.000000 Penalty: 4713.566895
	Iteration 12Q: 3 clusters Score -970776 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -970928.437500 Penalty: 4713.566895
	Iteration 13Q: 3 clusters Score -970928.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -971027.187500 Penalty: 4713.566895
	Iteration 14Q: 3 clusters Score -971027.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -971127.500000 Penalty: 4713.566895
	Iteration 15Q: 3 clusters Score -971127.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -971212.625000 Penalty: 4713.566895
	Iteration 16Q: 3 clusters Score -971212.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -971279.062500 Penalty: 4713.566895
	Iteration 17Q: 3 clusters Score -971279.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -971332.250000 Penalty: 4713.566895
	Iteration 18Q: 3 clusters Score -971332.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -971373.312500 Penalty: 4713.566895
	Iteration 19Q: 3 clusters Score -971373.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -971410.625000 Penalty: 4713.566895
	Iteration 20F: 3 clusters Score -971410.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -971435.000000 Penalty: 4713.566895
	Iteration 21Q: 3 clusters Score -971435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -971453.250000 Penalty: 4713.566895
	Iteration 22Q: 3 clusters Score -971453.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -971470.625000 Penalty: 4713.566895
	Iteration 23Q: 3 clusters Score -971470.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -971485.000000 Penalty: 4713.566895
	Iteration 24Q: 3 clusters Score -971485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -971504.375000 Penalty: 4713.566895
	Iteration 25Q: 3 clusters Score -971504.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -971529.687500 Penalty: 4713.566895
	Iteration 26Q: 3 clusters Score -971529.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -971549.875000 Penalty: 4713.566895
	Iteration 27Q: 3 clusters Score -971549.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -971571.125000 Penalty: 4713.566895
	Iteration 28Q: 3 clusters Score -971571.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -971590.750000 Penalty: 4713.566895
	Iteration 29Q: 3 clusters Score -971590.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -971612.937500 Penalty: 4713.566895
	Iteration 30Q: 3 clusters Score -971612.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -971639.250000 Penalty: 4713.566895
	Iteration 31Q: 3 clusters Score -971639.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -971667.625000 Penalty: 4713.566895
	Iteration 32Q: 3 clusters Score -971667.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -971702.500000 Penalty: 4713.566895
	Iteration 33Q: 3 clusters Score -971702.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -971742.437500 Penalty: 4713.566895
	Iteration 34Q: 3 clusters Score -971742.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -971779.375000 Penalty: 4713.566895
	Iteration 35Q: 3 clusters Score -971779.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -971805.875000 Penalty: 4713.566895
	Iteration 36Q: 3 clusters Score -971805.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -971847.750000 Penalty: 4713.566895
	Iteration 37Q: 3 clusters Score -971847.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -971895.125000 Penalty: 4713.566895
	Iteration 38Q: 3 clusters Score -971895.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -971943.000000 Penalty: 4713.566895
	Iteration 39Q: 3 clusters Score -971943 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -971991.937500 Penalty: 4713.566895
	Iteration 40F: 3 clusters Score -971991.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -972044.062500 Penalty: 4713.566895
	Iteration 41Q: 3 clusters Score -972044.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -972092.125000 Penalty: 4713.566895
	Iteration 42Q: 3 clusters Score -972092.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -972140.875000 Penalty: 4713.566895
	Iteration 43Q: 3 clusters Score -972140.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -972181.062500 Penalty: 4713.566895
	Iteration 44Q: 3 clusters Score -972181.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -972225.812500 Penalty: 4713.566895
	Iteration 45Q: 3 clusters Score -972225.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -972266.937500 Penalty: 4713.566895
	Iteration 46Q: 3 clusters Score -972266.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -972302.437500 Penalty: 4713.566895
	Iteration 47Q: 3 clusters Score -972302.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -972335.000000 Penalty: 4713.566895
	Iteration 48Q: 3 clusters Score -972335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -972369.000000 Penalty: 4713.566895
	Iteration 49Q: 3 clusters Score -972369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -972407.875000 Penalty: 4713.566895
	Iteration 50Q: 3 clusters Score -972407.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -972451.062500 Penalty: 4713.566895
	Iteration 51Q: 3 clusters Score -972451.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -972490.187500 Penalty: 4713.566895
	Iteration 52Q: 3 clusters Score -972490.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -972512.312500 Penalty: 4713.566895
	Iteration 53Q: 3 clusters Score -972512.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -972528.437500 Penalty: 4713.566895
	Iteration 54Q: 3 clusters Score -972528.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -972545.437500 Penalty: 4713.566895
	Iteration 55Q: 3 clusters Score -972545.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -972559.812500 Penalty: 4713.566895
	Iteration 56Q: 3 clusters Score -972559.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -972568.812500 Penalty: 4713.566895
	Iteration 57Q: 3 clusters Score -972568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -972572.500000 Penalty: 4713.566895
	Iteration 58Q: 3 clusters Score -972572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -972579.250000 Penalty: 4713.566895
	Iteration 59Q: 3 clusters Score -972579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -972582.125000 Penalty: 4713.566895
	Iteration 60F: 3 clusters Score -972582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -972582.062500 Penalty: 4713.566895
	Iteration 61Q: 3 clusters Score -972582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -972585.187500 Penalty: 4713.566895
	Iteration 62Q: 3 clusters Score -972585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -972588.125000 Penalty: 4713.566895
	Iteration 63Q: 3 clusters Score -972588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -972590.187500 Penalty: 4713.566895
	Iteration 64Q: 3 clusters Score -972590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -972589.312500 Penalty: 4713.566895
	Iteration 65Q: 3 clusters Score -972589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -972590.125000 Penalty: 4713.566895
	Iteration 66Q: 3 clusters Score -972590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -972590.125000 Penalty: 4713.566895
	Iteration 67F: 3 clusters Score -972590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Entering Unmasked Estep 
Score: -633196.875000 Penalty: 2222.673096
	Iteration 0F: 2 clusters Score -633196.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -626873.500000 Penalty: 4445.346191
	Iteration 0F: 3 clusters Score -626873.5 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -628642.625000 Penalty: 4445.346191
	Iteration 1F: 3 clusters Score -628642.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -628946.062500 Penalty: 4445.346191
	Iteration 2F: 3 clusters Score -628946.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -629178.500000 Penalty: 4445.346191
	Iteration 3F: 3 clusters Score -629178.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -629370.625000 Penalty: 4445.346191
	Iteration 4Q: 3 clusters Score -629370.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -629529.812500 Penalty: 4445.346191
	Iteration 5Q: 3 clusters Score -629529.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -629667.937500 Penalty: 4445.346191
	Iteration 6Q: 3 clusters Score -629667.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -629796.187500 Penalty: 4445.346191
	Iteration 7Q: 3 clusters Score -629796.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -629919.187500 Penalty: 4445.346191
	Iteration 8Q: 3 clusters Score -629919.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -630034.750000 Penalty: 4445.346191
	Iteration 9Q: 3 clusters Score -630034.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -630160.125000 Penalty: 4445.346191
	Iteration 10Q: 3 clusters Score -630160.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -630328.437500 Penalty: 4445.346191
	Iteration 11Q: 3 clusters Score -630328.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -630543.125000 Penalty: 4445.346191
	Iteration 12Q: 3 clusters Score -630543.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -630816.687500 Penalty: 4445.346191
	Iteration 13Q: 3 clusters Score -630816.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -631115.437500 Penalty: 4445.346191
	Iteration 14Q: 3 clusters Score -631115.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -631389.125000 Penalty: 4445.346191
	Iteration 15Q: 3 clusters Score -631389.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -631646.562500 Penalty: 4445.346191
	Iteration 16Q: 3 clusters Score -631646.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -631783.750000 Penalty: 4445.346191
	Iteration 17Q: 3 clusters Score -631783.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -631855.625000 Penalty: 4445.346191
	Iteration 18Q: 3 clusters Score -631855.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -631902.812500 Penalty: 4445.346191
	Iteration 19Q: 3 clusters Score -631902.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -631925.312500 Penalty: 4445.346191
	Iteration 20F: 3 clusters Score -631925.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -631941.437500 Penalty: 4445.346191
	Iteration 21Q: 3 clusters Score -631941.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -631957.375000 Penalty: 4445.346191
	Iteration 22Q: 3 clusters Score -631957.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -631966.625000 Penalty: 4445.346191
	Iteration 23Q: 3 clusters Score -631966.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -631972.125000 Penalty: 4445.346191
	Iteration 24Q: 3 clusters Score -631972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -631975.187500 Penalty: 4445.346191
	Iteration 25Q: 3 clusters Score -631975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -631977.500000 Penalty: 4445.346191
	Iteration 26Q: 3 clusters Score -631977.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631984.000000 Penalty: 4445.346191
	Iteration 27Q: 3 clusters Score -631984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -631994.625000 Penalty: 4445.346191
	Iteration 28Q: 3 clusters Score -631994.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -632005.000000 Penalty: 4445.346191
	Iteration 29Q: 3 clusters Score -632005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -632017.125000 Penalty: 4445.346191
	Iteration 30Q: 3 clusters Score -632017.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -632029.187500 Penalty: 4445.346191
	Iteration 31Q: 3 clusters Score -632029.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -632040.500000 Penalty: 4445.346191
	Iteration 32Q: 3 clusters Score -632040.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -632049.000000 Penalty: 4445.346191
	Iteration 33Q: 3 clusters Score -632049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -632058.187500 Penalty: 4445.346191
	Iteration 34Q: 3 clusters Score -632058.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -632063.375000 Penalty: 4445.346191
	Iteration 35Q: 3 clusters Score -632063.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -632069.062500 Penalty: 4445.346191
	Iteration 36Q: 3 clusters Score -632069.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -632075.687500 Penalty: 4445.346191
	Iteration 37Q: 3 clusters Score -632075.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -632084.625000 Penalty: 4445.346191
	Iteration 38Q: 3 clusters Score -632084.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -632094.312500 Penalty: 4445.346191
	Iteration 39Q: 3 clusters Score -632094.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -632102.437500 Penalty: 4445.346191
	Iteration 40F: 3 clusters Score -632102.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -632110.687500 Penalty: 4445.346191
	Iteration 41Q: 3 clusters Score -632110.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -632122.187500 Penalty: 4445.346191
	Iteration 42Q: 3 clusters Score -632122.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -632135.125000 Penalty: 4445.346191
	Iteration 43Q: 3 clusters Score -632135.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -632148.937500 Penalty: 4445.346191
	Iteration 44Q: 3 clusters Score -632148.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -632158.000000 Penalty: 4445.346191
	Iteration 45Q: 3 clusters Score -632158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -632169.125000 Penalty: 4445.346191
	Iteration 46Q: 3 clusters Score -632169.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -632173.312500 Penalty: 4445.346191
	Iteration 47Q: 3 clusters Score -632173.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -632180.875000 Penalty: 4445.346191
	Iteration 48Q: 3 clusters Score -632180.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -632185.812500 Penalty: 4445.346191
	Iteration 49Q: 3 clusters Score -632185.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -632190.312500 Penalty: 4445.346191
	Iteration 50Q: 3 clusters Score -632190.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -632194.562500 Penalty: 4445.346191
	Iteration 51Q: 3 clusters Score -632194.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -632197.937500 Penalty: 4445.346191
	Iteration 52Q: 3 clusters Score -632197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -632200.125000 Penalty: 4445.346191
	Iteration 53Q: 3 clusters Score -632200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -632200.875000 Penalty: 4445.346191
	Iteration 54Q: 3 clusters Score -632200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -632204.437500 Penalty: 4445.346191
	Iteration 55Q: 3 clusters Score -632204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -632207.312500 Penalty: 4445.346191
	Iteration 56Q: 3 clusters Score -632207.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -632209.875000 Penalty: 4445.346191
	Iteration 57Q: 3 clusters Score -632209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -632214.000000 Penalty: 4445.346191
	Iteration 58Q: 3 clusters Score -632214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -632218.625000 Penalty: 4445.346191
	Iteration 59Q: 3 clusters Score -632218.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -632219.437500 Penalty: 4445.346191
	Iteration 60F: 3 clusters Score -632219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -632222.125000 Penalty: 4445.346191
	Iteration 61Q: 3 clusters Score -632222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -632228.375000 Penalty: 4445.346191
	Iteration 62Q: 3 clusters Score -632228.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -632233.812500 Penalty: 4445.346191
	Iteration 63Q: 3 clusters Score -632233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -632236.437500 Penalty: 4445.346191
	Iteration 64Q: 3 clusters Score -632236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -632241.062500 Penalty: 4445.346191
	Iteration 65Q: 3 clusters Score -632241.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -632242.500000 Penalty: 4445.346191
	Iteration 66Q: 3 clusters Score -632242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -632247.437500 Penalty: 4445.346191
	Iteration 67Q: 3 clusters Score -632247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -632251.187500 Penalty: 4445.346191
	Iteration 68Q: 3 clusters Score -632251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -632255.312500 Penalty: 4445.346191
	Iteration 69Q: 3 clusters Score -632255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -632258.750000 Penalty: 4445.346191
	Iteration 70Q: 3 clusters Score -632258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -632263.250000 Penalty: 4445.346191
	Iteration 71Q: 3 clusters Score -632263.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -632266.000000 Penalty: 4445.346191
	Iteration 72Q: 3 clusters Score -632266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -632270.562500 Penalty: 4445.346191
	Iteration 73Q: 3 clusters Score -632270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -632272.375000 Penalty: 4445.346191
	Iteration 74Q: 3 clusters Score -632272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -632276.562500 Penalty: 4445.346191
	Iteration 75Q: 3 clusters Score -632276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -632278.000000 Penalty: 4445.346191
	Iteration 76Q: 3 clusters Score -632278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -632281.875000 Penalty: 4445.346191
	Iteration 77Q: 3 clusters Score -632281.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -632285.187500 Penalty: 4445.346191
	Iteration 78Q: 3 clusters Score -632285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -632289.375000 Penalty: 4445.346191
	Iteration 79Q: 3 clusters Score -632289.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -632294.125000 Penalty: 4445.346191
	Iteration 80F: 3 clusters Score -632294.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -632298.375000 Penalty: 4445.346191
	Iteration 81Q: 3 clusters Score -632298.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -632304.437500 Penalty: 4445.346191
	Iteration 82Q: 3 clusters Score -632304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -632307.125000 Penalty: 4445.346191
	Iteration 83Q: 3 clusters Score -632307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -632310.000000 Penalty: 4445.346191
	Iteration 84Q: 3 clusters Score -632310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -632312.625000 Penalty: 4445.346191
	Iteration 85Q: 3 clusters Score -632312.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -632314.250000 Penalty: 4445.346191
	Iteration 86Q: 3 clusters Score -632314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -632317.187500 Penalty: 4445.346191
	Iteration 87Q: 3 clusters Score -632317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -632320.250000 Penalty: 4445.346191
	Iteration 88Q: 3 clusters Score -632320.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -632326.250000 Penalty: 4445.346191
	Iteration 89Q: 3 clusters Score -632326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -632329.062500 Penalty: 4445.346191
	Iteration 90Q: 3 clusters Score -632329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -632332.500000 Penalty: 4445.346191
	Iteration 91Q: 3 clusters Score -632332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -632333.875000 Penalty: 4445.346191
	Iteration 92Q: 3 clusters Score -632333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -632334.500000 Penalty: 4445.346191
	Iteration 93Q: 3 clusters Score -632334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -632334.750000 Penalty: 4445.346191
	Iteration 94Q: 3 clusters Score -632334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -632335.500000 Penalty: 4445.346191
	Iteration 95Q: 3 clusters Score -632335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -632335.000000 Penalty: 4445.346191
	Iteration 96Q: 3 clusters Score -632335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -632334.562500 Penalty: 4445.346191
	Iteration 97Q: 3 clusters Score -632334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -632336.812500 Penalty: 4445.346191
	Iteration 98Q: 3 clusters Score -632336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -632338.687500 Penalty: 4445.346191
	Iteration 99Q: 3 clusters Score -632338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -632341.875000 Penalty: 4445.346191
	Iteration 100F: 3 clusters Score -632341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -632343.937500 Penalty: 4445.346191
	Iteration 101Q: 3 clusters Score -632343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -632345.750000 Penalty: 4445.346191
	Iteration 102Q: 3 clusters Score -632345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -632346.625000 Penalty: 4445.346191
	Iteration 103Q: 3 clusters Score -632346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -632348.625000 Penalty: 4445.346191
	Iteration 104Q: 3 clusters Score -632348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -632348.750000 Penalty: 4445.346191
	Iteration 105Q: 3 clusters Score -632348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -632349.625000 Penalty: 4445.346191
	Iteration 106Q: 3 clusters Score -632349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -632348.687500 Penalty: 4445.346191
	Iteration 107Q: 3 clusters Score -632348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -632348.500000 Penalty: 4445.346191
	Iteration 108Q: 3 clusters Score -632348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -632349.687500 Penalty: 4445.346191
	Iteration 109Q: 3 clusters Score -632349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -632350.687500 Penalty: 4445.346191
	Iteration 110Q: 3 clusters Score -632350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -632351.687500 Penalty: 4445.346191
	Iteration 111Q: 3 clusters Score -632351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -632353.625000 Penalty: 4445.346191
	Iteration 112Q: 3 clusters Score -632353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -632354.125000 Penalty: 4445.346191
	Iteration 113Q: 3 clusters Score -632354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -632354.187500 Penalty: 4445.346191
	Iteration 114Q: 3 clusters Score -632354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -632354.187500 Penalty: 4445.346191
	Iteration 115F: 3 clusters Score -632354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -68403.617188 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -68403.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -66388.695312 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -66388.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -66800.414062 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -66800.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -66909.039062 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -66909.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -66978.179688 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -66978.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -67026.632812 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -67026.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67051.914062 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -67051.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -67060.726562 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -67060.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67069.921875 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -67069.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -67077.750000 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -67077.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67083.625000 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -67083.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67089.109375 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -67089.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -67093.195312 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -67093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67096.632812 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -67096.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67108.734375 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -67108.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67121.046875 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -67121.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -67126.117188 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -67126.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67137.812500 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -67137.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67149.656250 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -67149.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -67167.750000 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -67167.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -67180.890625 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -67180.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67197.679688 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -67197.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67216.539062 Penalty: 3506.235596
	Iteration 21Q: 3 clusters Score -67216.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -67240.992188 Penalty: 3506.235596
	Iteration 22Q: 3 clusters Score -67240.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -67268.960938 Penalty: 3506.235596
	Iteration 23Q: 3 clusters Score -67268.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -67290.078125 Penalty: 3506.235596
	Iteration 24Q: 3 clusters Score -67290.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -67312.046875 Penalty: 3506.235596
	Iteration 25Q: 3 clusters Score -67312.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -67336.265625 Penalty: 3506.235596
	Iteration 26Q: 3 clusters Score -67336.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -67367.562500 Penalty: 3506.235596
	Iteration 27Q: 3 clusters Score -67367.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -67397.109375 Penalty: 3506.235596
	Iteration 28Q: 3 clusters Score -67397.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67419.437500 Penalty: 3506.235596
	Iteration 29Q: 3 clusters Score -67419.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -67453.585938 Penalty: 3506.235596
	Iteration 30Q: 3 clusters Score -67453.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -67473.828125 Penalty: 3506.235596
	Iteration 31Q: 3 clusters Score -67473.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -67482.304688 Penalty: 3506.235596
	Iteration 32Q: 3 clusters Score -67482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -67490.625000 Penalty: 3506.235596
	Iteration 33Q: 3 clusters Score -67490.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -67495.429688 Penalty: 3506.235596
	Iteration 34Q: 3 clusters Score -67495.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -67497.476562 Penalty: 3506.235596
	Iteration 35Q: 3 clusters Score -67497.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -67498.148438 Penalty: 3506.235596
	Iteration 36Q: 3 clusters Score -67498.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -67501.164062 Penalty: 3506.235596
	Iteration 37Q: 3 clusters Score -67501.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -67503.304688 Penalty: 3506.235596
	Iteration 38Q: 3 clusters Score -67503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -67507.429688 Penalty: 3506.235596
	Iteration 39Q: 3 clusters Score -67507.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -67521.203125 Penalty: 3506.235596
	Iteration 40F: 3 clusters Score -67521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67527.906250 Penalty: 3506.235596
	Iteration 41Q: 3 clusters Score -67527.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -67532.914062 Penalty: 3506.235596
	Iteration 42Q: 3 clusters Score -67532.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -67535.132812 Penalty: 3506.235596
	Iteration 43Q: 3 clusters Score -67535.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -67535.132812 Penalty: 3506.235596
	Iteration 44F: 3 clusters Score -67535.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -143020.734375 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -143020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -140486.062500 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -140486.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -141032.734375 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -141032.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -141212.171875 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -141212.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -141310.906250 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -141310.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -141401.593750 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -141401.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -141498.671875 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -141498.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -141616.250000 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -141616.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -141683.140625 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -141683.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -141732.375000 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -141732.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -141767.031250 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -141767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -141781.437500 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -141781.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -141794.062500 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -141794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -141813.281250 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -141813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -141824.625000 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -141824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -141835.125000 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -141835.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -141849.406250 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -141849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -141864.656250 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -141864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -141869.375000 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -141869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -141873.703125 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -141873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -141878.171875 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -141878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -141882.500000 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -141882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -141885.250000 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -141885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -141887.140625 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -141887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -141889.328125 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -141889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -141889.640625 Penalty: 3731.378906
	Iteration 24Q: 3 clusters Score -141889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -141890.187500 Penalty: 3731.378906
	Iteration 25Q: 3 clusters Score -141890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -141890.187500 Penalty: 3731.378906
	Iteration 26F: 3 clusters Score -141890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -63280.667969 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -63280.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61542.976562 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -61542.98 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -61787.496094 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -61787.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61851.152344 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -61851.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61873.757812 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -61873.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61883.464844 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -61883.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61887.859375 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -61887.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61891.136719 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -61891.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61893.578125 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -61893.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61896.160156 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -61896.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61903.257812 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -61903.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61911.773438 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -61911.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -61915.390625 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -61915.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61920.953125 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -61920.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61920.953125 Penalty: 3313.704102
	Iteration 13F: 3 clusters Score -61920.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -362237.593750 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -362237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -358064.718750 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -358064.7 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -359013.375000 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -359013.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -359247.125000 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -359247.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -359394.093750 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -359394.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -359481.687500 Penalty: 4160.558594
	Iteration 4Q: 3 clusters Score -359481.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -359545.000000 Penalty: 4160.558594
	Iteration 5Q: 3 clusters Score -359545 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -359601.656250 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -359601.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -359660.375000 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -359660.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -359708.812500 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -359708.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -359772.406250 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -359772.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359831.968750 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -359832 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -359891.187500 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -359891.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -359957.937500 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -359957.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -360037.750000 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -360037.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -360118.687500 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -360118.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360192.562500 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -360192.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -360266.937500 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -360266.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -360337.937500 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -360337.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -360395.968750 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -360396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -360445.625000 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -360445.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -360488.625000 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -360488.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -360530.437500 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -360530.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -360570.500000 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -360570.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -360593.531250 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -360593.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -360614.156250 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -360614.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -360629.312500 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -360629.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -360642.375000 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -360642.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -360655.218750 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -360655.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -360663.656250 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -360663.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -360671.812500 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -360671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -360677.875000 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -360677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -360685.562500 Penalty: 4160.558594
	Iteration 31Q: 3 clusters Score -360685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -360689.656250 Penalty: 4160.558594
	Iteration 32Q: 3 clusters Score -360689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -360692.718750 Penalty: 4160.558594
	Iteration 33Q: 3 clusters Score -360692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -360692.531250 Penalty: 4160.558594
	Iteration 34Q: 3 clusters Score -360692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -360693.812500 Penalty: 4160.558594
	Iteration 35Q: 3 clusters Score -360693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -360693.156250 Penalty: 4160.558594
	Iteration 36Q: 3 clusters Score -360693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -360693.156250 Penalty: 4160.558594
	Iteration 37F: 3 clusters Score -360693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -648572.687500 Penalty: 2231.261963
	Iteration 0F: 2 clusters Score -648572.7 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 4117 members 
Entering Unmasked Estep 
Score: -642127.562500 Penalty: 4462.523926
	Iteration 0F: 3 clusters Score -642127.6 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -644018.187500 Penalty: 4462.523926
	Iteration 1F: 3 clusters Score -644018.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -644383.625000 Penalty: 4462.523926
	Iteration 2F: 3 clusters Score -644383.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -644623.687500 Penalty: 4462.523926
	Iteration 3F: 3 clusters Score -644623.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -644835.687500 Penalty: 4462.523926
	Iteration 4Q: 3 clusters Score -644835.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -645044.125000 Penalty: 4462.523926
	Iteration 5Q: 3 clusters Score -645044.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -645257.250000 Penalty: 4462.523926
	Iteration 6Q: 3 clusters Score -645257.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -645494.687500 Penalty: 4462.523926
	Iteration 7Q: 3 clusters Score -645494.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -645717.437500 Penalty: 4462.523926
	Iteration 8Q: 3 clusters Score -645717.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -645925.062500 Penalty: 4462.523926
	Iteration 9Q: 3 clusters Score -645925.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -646113.562500 Penalty: 4462.523926
	Iteration 10Q: 3 clusters Score -646113.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -646284.500000 Penalty: 4462.523926
	Iteration 11Q: 3 clusters Score -646284.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -646443.562500 Penalty: 4462.523926
	Iteration 12Q: 3 clusters Score -646443.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -646548.937500 Penalty: 4462.523926
	Iteration 13Q: 3 clusters Score -646548.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -646629.562500 Penalty: 4462.523926
	Iteration 14Q: 3 clusters Score -646629.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -646695.187500 Penalty: 4462.523926
	Iteration 15Q: 3 clusters Score -646695.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -646755.062500 Penalty: 4462.523926
	Iteration 16Q: 3 clusters Score -646755.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -646807.250000 Penalty: 4462.523926
	Iteration 17Q: 3 clusters Score -646807.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -646841.625000 Penalty: 4462.523926
	Iteration 18Q: 3 clusters Score -646841.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -646876.375000 Penalty: 4462.523926
	Iteration 19Q: 3 clusters Score -646876.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -646907.375000 Penalty: 4462.523926
	Iteration 20F: 3 clusters Score -646907.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -646939.937500 Penalty: 4462.523926
	Iteration 21Q: 3 clusters Score -646939.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -646962.875000 Penalty: 4462.523926
	Iteration 22Q: 3 clusters Score -646962.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -646980.687500 Penalty: 4462.523926
	Iteration 23Q: 3 clusters Score -646980.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -646996.812500 Penalty: 4462.523926
	Iteration 24Q: 3 clusters Score -646996.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -647016.000000 Penalty: 4462.523926
	Iteration 25Q: 3 clusters Score -647016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -647025.187500 Penalty: 4462.523926
	Iteration 26Q: 3 clusters Score -647025.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -647037.312500 Penalty: 4462.523926
	Iteration 27Q: 3 clusters Score -647037.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -647047.562500 Penalty: 4462.523926
	Iteration 28Q: 3 clusters Score -647047.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -647060.687500 Penalty: 4462.523926
	Iteration 29Q: 3 clusters Score -647060.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -647072.125000 Penalty: 4462.523926
	Iteration 30Q: 3 clusters Score -647072.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -647082.937500 Penalty: 4462.523926
	Iteration 31Q: 3 clusters Score -647082.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -647092.750000 Penalty: 4462.523926
	Iteration 32Q: 3 clusters Score -647092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -647105.687500 Penalty: 4462.523926
	Iteration 33Q: 3 clusters Score -647105.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -647117.187500 Penalty: 4462.523926
	Iteration 34Q: 3 clusters Score -647117.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -647127.125000 Penalty: 4462.523926
	Iteration 35Q: 3 clusters Score -647127.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -647144.062500 Penalty: 4462.523926
	Iteration 36Q: 3 clusters Score -647144.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -647170.062500 Penalty: 4462.523926
	Iteration 37Q: 3 clusters Score -647170.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -647210.062500 Penalty: 4462.523926
	Iteration 38Q: 3 clusters Score -647210.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -647240.187500 Penalty: 4462.523926
	Iteration 39Q: 3 clusters Score -647240.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -647263.187500 Penalty: 4462.523926
	Iteration 40F: 3 clusters Score -647263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -647283.562500 Penalty: 4462.523926
	Iteration 41Q: 3 clusters Score -647283.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -647303.000000 Penalty: 4462.523926
	Iteration 42Q: 3 clusters Score -647303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -647322.437500 Penalty: 4462.523926
	Iteration 43Q: 3 clusters Score -647322.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -647340.437500 Penalty: 4462.523926
	Iteration 44Q: 3 clusters Score -647340.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -647353.375000 Penalty: 4462.523926
	Iteration 45Q: 3 clusters Score -647353.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -647362.437500 Penalty: 4462.523926
	Iteration 46Q: 3 clusters Score -647362.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -647372.437500 Penalty: 4462.523926
	Iteration 47Q: 3 clusters Score -647372.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -647387.500000 Penalty: 4462.523926
	Iteration 48Q: 3 clusters Score -647387.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -647402.875000 Penalty: 4462.523926
	Iteration 49Q: 3 clusters Score -647402.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -647415.125000 Penalty: 4462.523926
	Iteration 50Q: 3 clusters Score -647415.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -647423.812500 Penalty: 4462.523926
	Iteration 51Q: 3 clusters Score -647423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -647428.000000 Penalty: 4462.523926
	Iteration 52Q: 3 clusters Score -647428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -647432.562500 Penalty: 4462.523926
	Iteration 53Q: 3 clusters Score -647432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -647433.687500 Penalty: 4462.523926
	Iteration 54Q: 3 clusters Score -647433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -647435.562500 Penalty: 4462.523926
	Iteration 55Q: 3 clusters Score -647435.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -647438.687500 Penalty: 4462.523926
	Iteration 56Q: 3 clusters Score -647438.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -647442.875000 Penalty: 4462.523926
	Iteration 57Q: 3 clusters Score -647442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -647445.562500 Penalty: 4462.523926
	Iteration 58Q: 3 clusters Score -647445.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -647448.375000 Penalty: 4462.523926
	Iteration 59Q: 3 clusters Score -647448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -647451.562500 Penalty: 4462.523926
	Iteration 60F: 3 clusters Score -647451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -647454.437500 Penalty: 4462.523926
	Iteration 61Q: 3 clusters Score -647454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -647455.312500 Penalty: 4462.523926
	Iteration 62Q: 3 clusters Score -647455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -647456.312500 Penalty: 4462.523926
	Iteration 63Q: 3 clusters Score -647456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -647457.437500 Penalty: 4462.523926
	Iteration 64Q: 3 clusters Score -647457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -647459.625000 Penalty: 4462.523926
	Iteration 65Q: 3 clusters Score -647459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -647462.250000 Penalty: 4462.523926
	Iteration 66Q: 3 clusters Score -647462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -647465.000000 Penalty: 4462.523926
	Iteration 67Q: 3 clusters Score -647465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -647466.437500 Penalty: 4462.523926
	Iteration 68Q: 3 clusters Score -647466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -647467.750000 Penalty: 4462.523926
	Iteration 69Q: 3 clusters Score -647467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -647468.625000 Penalty: 4462.523926
	Iteration 70Q: 3 clusters Score -647468.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -647469.187500 Penalty: 4462.523926
	Iteration 71Q: 3 clusters Score -647469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -647469.437500 Penalty: 4462.523926
	Iteration 72Q: 3 clusters Score -647469.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -647469.625000 Penalty: 4462.523926
	Iteration 73Q: 3 clusters Score -647469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -647469.937500 Penalty: 4462.523926
	Iteration 74Q: 3 clusters Score -647469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -647470.312500 Penalty: 4462.523926
	Iteration 75Q: 3 clusters Score -647470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -647470.125000 Penalty: 4462.523926
	Iteration 76Q: 3 clusters Score -647470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -647470.125000 Penalty: 4462.523926
	Iteration 77F: 3 clusters Score -647470.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -195162.156250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -195162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -192077.312500 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -192077.3 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -192773.421875 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -192773.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -192982.531250 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -192982.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -193154.281250 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -193154.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -193293.562500 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -193293.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -193432.062500 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -193432.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193530.718750 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -193530.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -193670.734375 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -193670.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -193769.609375 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -193769.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -193843.296875 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -193843.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -193909.000000 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -193909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193984.203125 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -193984.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -194041.031250 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -194041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -194081.031250 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -194081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -194119.390625 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -194119.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -194163.093750 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -194163.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -194192.968750 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -194193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -194216.593750 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -194216.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -194232.109375 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -194232.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -194245.578125 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -194245.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -194255.593750 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -194255.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -194263.453125 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -194263.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -194272.203125 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -194272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -194278.000000 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -194278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -194281.093750 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -194281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -194283.015625 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -194283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -194287.687500 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -194287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -194291.234375 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -194291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194292.312500 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -194292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194293.468750 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -194293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194294.000000 Penalty: 3941.697754
	Iteration 30Q: 3 clusters Score -194294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -194294.000000 Penalty: 3941.697754
	Iteration 31F: 3 clusters Score -194294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -80194.875000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -80194.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78273.414062 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -78273.41 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78531.187500 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -78531.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78621.015625 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -78621.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78654.882812 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -78654.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78672.218750 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -78672.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78685.484375 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -78685.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78695.046875 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -78695.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78700.523438 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -78700.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78701.648438 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -78701.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78701.648438 Penalty: 3421.762451
	Iteration 9F: 3 clusters Score -78701.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (37625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Entering Unmasked Estep 
Score: -3137924.750000 Penalty: 2612.785156
	Iteration 0F: 2 clusters Score -3137925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3112505.500000 Penalty: 5225.570312
	Iteration 0F: 3 clusters Score -3112506 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3121888.000000 Penalty: 5225.570312
	Iteration 1F: 3 clusters Score -3121888 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -3122638.250000 Penalty: 5225.570312
	Iteration 2F: 3 clusters Score -3122638 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3123543.250000 Penalty: 5225.570312
	Iteration 3F: 3 clusters Score -3123543 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3124662.750000 Penalty: 5225.570312
	Iteration 4F: 3 clusters Score -3124663 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3125965.250000 Penalty: 5225.570312
	Iteration 5F: 3 clusters Score -3125965 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3127429.250000 Penalty: 5225.570312
	Iteration 6F: 3 clusters Score -3127429 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3128880.000000 Penalty: 5225.570312
	Iteration 7F: 3 clusters Score -3128880 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3130146.250000 Penalty: 5225.570312
	Iteration 8F: 3 clusters Score -3130146 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3131205.000000 Penalty: 5225.570312
	Iteration 9Q: 3 clusters Score -3131205 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3132174.750000 Penalty: 5225.570312
	Iteration 10Q: 3 clusters Score -3132175 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3133086.250000 Penalty: 5225.570312
	Iteration 11Q: 3 clusters Score -3133086 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -3133881.250000 Penalty: 5225.570312
	Iteration 12Q: 3 clusters Score -3133881 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3134526.750000 Penalty: 5225.570312
	Iteration 13Q: 3 clusters Score -3134527 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3134990.500000 Penalty: 5225.570312
	Iteration 14Q: 3 clusters Score -3134990 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -3135276.750000 Penalty: 5225.570312
	Iteration 15Q: 3 clusters Score -3135277 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -3135478.000000 Penalty: 5225.570312
	Iteration 16Q: 3 clusters Score -3135478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -3135604.750000 Penalty: 5225.570312
	Iteration 17Q: 3 clusters Score -3135605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -3135690.500000 Penalty: 5225.570312
	Iteration 18Q: 3 clusters Score -3135690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -3135755.500000 Penalty: 5225.570312
	Iteration 19Q: 3 clusters Score -3135756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -3135786.500000 Penalty: 5225.570312
	Iteration 20F: 3 clusters Score -3135786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -3135810.750000 Penalty: 5225.570312
	Iteration 21Q: 3 clusters Score -3135811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -3135822.000000 Penalty: 5225.570312
	Iteration 22Q: 3 clusters Score -3135822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3135833.000000 Penalty: 5225.570312
	Iteration 23Q: 3 clusters Score -3135833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3135846.000000 Penalty: 5225.570312
	Iteration 24Q: 3 clusters Score -3135846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -3135855.750000 Penalty: 5225.570312
	Iteration 25Q: 3 clusters Score -3135856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3135861.250000 Penalty: 5225.570312
	Iteration 26Q: 3 clusters Score -3135861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3135869.750000 Penalty: 5225.570312
	Iteration 27Q: 3 clusters Score -3135870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3135889.000000 Penalty: 5225.570312
	Iteration 28Q: 3 clusters Score -3135889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -3135896.250000 Penalty: 5225.570312
	Iteration 29Q: 3 clusters Score -3135896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3135899.750000 Penalty: 5225.570312
	Iteration 30Q: 3 clusters Score -3135900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -3135905.750000 Penalty: 5225.570312
	Iteration 31Q: 3 clusters Score -3135906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -3135914.500000 Penalty: 5225.570312
	Iteration 32Q: 3 clusters Score -3135914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -3135918.750000 Penalty: 5225.570312
	Iteration 33Q: 3 clusters Score -3135919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -3135928.500000 Penalty: 5225.570312
	Iteration 34Q: 3 clusters Score -3135928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3135936.000000 Penalty: 5225.570312
	Iteration 35Q: 3 clusters Score -3135936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3135944.250000 Penalty: 5225.570312
	Iteration 36Q: 3 clusters Score -3135944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3135949.000000 Penalty: 5225.570312
	Iteration 37Q: 3 clusters Score -3135949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3135951.500000 Penalty: 5225.570312
	Iteration 38Q: 3 clusters Score -3135952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -3135960.500000 Penalty: 5225.570312
	Iteration 39Q: 3 clusters Score -3135960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -3135969.500000 Penalty: 5225.570312
	Iteration 40F: 3 clusters Score -3135970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3135984.000000 Penalty: 5225.570312
	Iteration 41Q: 3 clusters Score -3135984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -3135988.000000 Penalty: 5225.570312
	Iteration 42Q: 3 clusters Score -3135988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -3135988.750000 Penalty: 5225.570312
	Iteration 43Q: 3 clusters Score -3135989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -3135989.500000 Penalty: 5225.570312
	Iteration 44Q: 3 clusters Score -3135990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -3135990.750000 Penalty: 5225.570312
	Iteration 45Q: 3 clusters Score -3135991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -3135990.750000 Penalty: 5225.570312
	Iteration 46F: 3 clusters Score -3135991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -185398.906250 Penalty: 1922.472534
	Iteration 0F: 2 clusters Score -185398.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -182605.953125 Penalty: 3844.945068
	Iteration 0F: 3 clusters Score -182606 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -183305.000000 Penalty: 3844.945068
	Iteration 1F: 3 clusters Score -183305 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -183601.890625 Penalty: 3844.945068
	Iteration 2F: 3 clusters Score -183601.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -183840.125000 Penalty: 3844.945068
	Iteration 3F: 3 clusters Score -183840.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -184015.234375 Penalty: 3844.945068
	Iteration 4F: 3 clusters Score -184015.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184135.671875 Penalty: 3844.945068
	Iteration 5Q: 3 clusters Score -184135.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -184197.578125 Penalty: 3844.945068
	Iteration 6Q: 3 clusters Score -184197.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184236.593750 Penalty: 3844.945068
	Iteration 7Q: 3 clusters Score -184236.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184262.953125 Penalty: 3844.945068
	Iteration 8Q: 3 clusters Score -184263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184278.046875 Penalty: 3844.945068
	Iteration 9Q: 3 clusters Score -184278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184294.593750 Penalty: 3844.945068
	Iteration 10Q: 3 clusters Score -184294.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -184306.125000 Penalty: 3844.945068
	Iteration 11Q: 3 clusters Score -184306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -184314.765625 Penalty: 3844.945068
	Iteration 12Q: 3 clusters Score -184314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184319.750000 Penalty: 3844.945068
	Iteration 13Q: 3 clusters Score -184319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184323.875000 Penalty: 3844.945068
	Iteration 14Q: 3 clusters Score -184323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -184327.890625 Penalty: 3844.945068
	Iteration 15Q: 3 clusters Score -184327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -184328.984375 Penalty: 3844.945068
	Iteration 16Q: 3 clusters Score -184329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184332.609375 Penalty: 3844.945068
	Iteration 17Q: 3 clusters Score -184332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184333.125000 Penalty: 3844.945068
	Iteration 18Q: 3 clusters Score -184333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184333.125000 Penalty: 3844.945068
	Iteration 19F: 3 clusters Score -184333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -471472.281250 Penalty: 2146.493164
	Iteration 0F: 2 clusters Score -471472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -466519.000000 Penalty: 4292.986328
	Iteration 0F: 3 clusters Score -466519 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -467778.500000 Penalty: 4292.986328
	Iteration 1F: 3 clusters Score -467778.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -468077.593750 Penalty: 4292.986328
	Iteration 2F: 3 clusters Score -468077.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -468304.343750 Penalty: 4292.986328
	Iteration 3F: 3 clusters Score -468304.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -468486.125000 Penalty: 4292.986328
	Iteration 4Q: 3 clusters Score -468486.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -468644.968750 Penalty: 4292.986328
	Iteration 5Q: 3 clusters Score -468645 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -468788.812500 Penalty: 4292.986328
	Iteration 6Q: 3 clusters Score -468788.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -468923.187500 Penalty: 4292.986328
	Iteration 7Q: 3 clusters Score -468923.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -469066.125000 Penalty: 4292.986328
	Iteration 8Q: 3 clusters Score -469066.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -469203.781250 Penalty: 4292.986328
	Iteration 9Q: 3 clusters Score -469203.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -469330.375000 Penalty: 4292.986328
	Iteration 10Q: 3 clusters Score -469330.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -469435.312500 Penalty: 4292.986328
	Iteration 11Q: 3 clusters Score -469435.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -469528.843750 Penalty: 4292.986328
	Iteration 12Q: 3 clusters Score -469528.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -469612.906250 Penalty: 4292.986328
	Iteration 13Q: 3 clusters Score -469612.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -469675.937500 Penalty: 4292.986328
	Iteration 14Q: 3 clusters Score -469675.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -469748.125000 Penalty: 4292.986328
	Iteration 15Q: 3 clusters Score -469748.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -469805.968750 Penalty: 4292.986328
	Iteration 16Q: 3 clusters Score -469806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -469854.437500 Penalty: 4292.986328
	Iteration 17Q: 3 clusters Score -469854.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -469893.687500 Penalty: 4292.986328
	Iteration 18Q: 3 clusters Score -469893.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -469933.187500 Penalty: 4292.986328
	Iteration 19Q: 3 clusters Score -469933.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -469976.062500 Penalty: 4292.986328
	Iteration 20F: 3 clusters Score -469976.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -470013.093750 Penalty: 4292.986328
	Iteration 21Q: 3 clusters Score -470013.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -470034.406250 Penalty: 4292.986328
	Iteration 22Q: 3 clusters Score -470034.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -470056.218750 Penalty: 4292.986328
	Iteration 23Q: 3 clusters Score -470056.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -470068.937500 Penalty: 4292.986328
	Iteration 24Q: 3 clusters Score -470068.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -470082.593750 Penalty: 4292.986328
	Iteration 25Q: 3 clusters Score -470082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -470097.718750 Penalty: 4292.986328
	Iteration 26Q: 3 clusters Score -470097.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -470110.656250 Penalty: 4292.986328
	Iteration 27Q: 3 clusters Score -470110.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -470125.437500 Penalty: 4292.986328
	Iteration 28Q: 3 clusters Score -470125.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -470140.343750 Penalty: 4292.986328
	Iteration 29Q: 3 clusters Score -470140.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -470150.468750 Penalty: 4292.986328
	Iteration 30Q: 3 clusters Score -470150.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -470158.125000 Penalty: 4292.986328
	Iteration 31Q: 3 clusters Score -470158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -470168.718750 Penalty: 4292.986328
	Iteration 32Q: 3 clusters Score -470168.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -470176.593750 Penalty: 4292.986328
	Iteration 33Q: 3 clusters Score -470176.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -470184.062500 Penalty: 4292.986328
	Iteration 34Q: 3 clusters Score -470184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -470192.593750 Penalty: 4292.986328
	Iteration 35Q: 3 clusters Score -470192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -470198.718750 Penalty: 4292.986328
	Iteration 36Q: 3 clusters Score -470198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -470203.062500 Penalty: 4292.986328
	Iteration 37Q: 3 clusters Score -470203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -470209.781250 Penalty: 4292.986328
	Iteration 38Q: 3 clusters Score -470209.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -470219.250000 Penalty: 4292.986328
	Iteration 39Q: 3 clusters Score -470219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -470224.312500 Penalty: 4292.986328
	Iteration 40F: 3 clusters Score -470224.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -470227.593750 Penalty: 4292.986328
	Iteration 41Q: 3 clusters Score -470227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -470231.875000 Penalty: 4292.986328
	Iteration 42Q: 3 clusters Score -470231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -470232.593750 Penalty: 4292.986328
	Iteration 43Q: 3 clusters Score -470232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -470232.187500 Penalty: 4292.986328
	Iteration 44Q: 3 clusters Score -470232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -470234.687500 Penalty: 4292.986328
	Iteration 45Q: 3 clusters Score -470234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -470237.125000 Penalty: 4292.986328
	Iteration 46Q: 3 clusters Score -470237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -470236.531250 Penalty: 4292.986328
	Iteration 47Q: 3 clusters Score -470236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -470238.000000 Penalty: 4292.986328
	Iteration 48Q: 3 clusters Score -470238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -470238.343750 Penalty: 4292.986328
	Iteration 49Q: 3 clusters Score -470238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -470238.343750 Penalty: 4292.986328
	Iteration 50F: 3 clusters Score -470238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -470416.687500 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -470416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -464919.031250 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -464919 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -466370.843750 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -466370.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -466636.781250 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -466636.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -466819.000000 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -466819 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -466954.281250 Penalty: 4357.627441
	Iteration 4Q: 3 clusters Score -466954.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -467048.687500 Penalty: 4357.627441
	Iteration 5Q: 3 clusters Score -467048.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -467125.875000 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -467125.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -467186.843750 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -467186.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -467258.281250 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -467258.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -467359.687500 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -467359.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -467449.437500 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -467449.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -467537.343750 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -467537.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -467644.718750 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -467644.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -467766.718750 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -467766.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -467893.406250 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -467893.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -468013.187500 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -468013.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -468126.312500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -468126.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -468215.843750 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -468215.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -468293.375000 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -468293.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -468367.531250 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -468367.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -468434.718750 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -468434.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -468495.312500 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -468495.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -468554.718750 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -468554.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -468597.156250 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -468597.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -468627.812500 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -468627.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -468654.906250 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -468654.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -468677.437500 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -468677.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -468691.593750 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -468691.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -468702.593750 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -468702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -468710.375000 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -468710.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -468723.375000 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -468723.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -468732.062500 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -468732.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -468737.156250 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -468737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -468741.375000 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -468741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -468743.437500 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -468743.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -468747.343750 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -468747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -468751.687500 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -468751.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -468757.656250 Penalty: 4357.627441
	Iteration 37Q: 3 clusters Score -468757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -468765.781250 Penalty: 4357.627441
	Iteration 38Q: 3 clusters Score -468765.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -468773.250000 Penalty: 4357.627441
	Iteration 39Q: 3 clusters Score -468773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -468775.875000 Penalty: 4357.627441
	Iteration 40F: 3 clusters Score -468775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -468778.218750 Penalty: 4357.627441
	Iteration 41Q: 3 clusters Score -468778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -468780.125000 Penalty: 4357.627441
	Iteration 42Q: 3 clusters Score -468780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -468782.531250 Penalty: 4357.627441
	Iteration 43Q: 3 clusters Score -468782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -468784.437500 Penalty: 4357.627441
	Iteration 44Q: 3 clusters Score -468784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -468786.718750 Penalty: 4357.627441
	Iteration 45Q: 3 clusters Score -468786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -468789.687500 Penalty: 4357.627441
	Iteration 46Q: 3 clusters Score -468789.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -468792.593750 Penalty: 4357.627441
	Iteration 47Q: 3 clusters Score -468792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -468795.750000 Penalty: 4357.627441
	Iteration 48Q: 3 clusters Score -468795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -468798.250000 Penalty: 4357.627441
	Iteration 49Q: 3 clusters Score -468798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -468800.875000 Penalty: 4357.627441
	Iteration 50Q: 3 clusters Score -468800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -468802.062500 Penalty: 4357.627441
	Iteration 51Q: 3 clusters Score -468802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -468802.000000 Penalty: 4357.627441
	Iteration 52Q: 3 clusters Score -468802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -468803.968750 Penalty: 4357.627441
	Iteration 53Q: 3 clusters Score -468804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -468804.468750 Penalty: 4357.627441
	Iteration 54Q: 3 clusters Score -468804.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -468805.562500 Penalty: 4357.627441
	Iteration 55Q: 3 clusters Score -468805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -468805.562500 Penalty: 4357.627441
	Iteration 56F: 3 clusters Score -468805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3106 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22122 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20323 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2640 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13402 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37625 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5740 members 
Mstep: Class 54 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172864.000000 Penalty: 179406.406250
Iteration 239Q: 55 clusters Score -5.117286e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1737 members 
Mstep: Class 11 contains 8742 members 
Mstep: Class 12 contains 10703 members 
Mstep: Class 13 contains 5185 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3082 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22116 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20312 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23079 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2638 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13397 members 
Mstep: Class 43 contains 7804 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37631 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5828 members 
Mstep: Class 54 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172976.000000 Penalty: 179406.406250
Iteration 240F: 55 clusters Score -5.117298e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 8743 members 
Mstep: Class 12 contains 10689 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61249 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22113 members 
Mstep: Class 30 contains 2595 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20302 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23080 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13390 members 
Mstep: Class 43 contains 7805 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4395 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37633 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5906 members 
Mstep: Class 54 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173120.000000 Penalty: 179406.406250
Iteration 241Q: 55 clusters Score -5.117312e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 1158 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1695 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10677 members 
Mstep: Class 13 contains 5185 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61251 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20285 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13392 members 
Mstep: Class 43 contains 7807 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37634 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 5989 members 
Mstep: Class 54 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173280.000000 Penalty: 179406.406250
Iteration 242Q: 55 clusters Score -5.117328e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 1169 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10660 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61251 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20273 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23083 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2636 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13390 members 
Mstep: Class 43 contains 7809 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4394 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37635 members 
Mstep: Class 52 contains 2326 members 
Mstep: Class 53 contains 6106 members 
Mstep: Class 54 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173304.000000 Penalty: 179406.406250
Iteration 243Q: 55 clusters Score -5.11733e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 1171 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1676 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10649 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61250 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20258 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23082 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2635 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13387 members 
Mstep: Class 43 contains 7809 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37632 members 
Mstep: Class 52 contains 2327 members 
Mstep: Class 53 contains 6243 members 
Mstep: Class 54 contains 6544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173308.000000 Penalty: 179406.406250
Iteration 244Q: 55 clusters Score -5.117331e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10630 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20239 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23084 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2632 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13388 members 
Mstep: Class 43 contains 7808 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37631 members 
Mstep: Class 52 contains 2327 members 
Mstep: Class 53 contains 6384 members 
Mstep: Class 54 contains 6546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173456.000000 Penalty: 179406.406250
Iteration 245Q: 55 clusters Score -5.117346e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10615 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61248 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1726 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 2599 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20224 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23084 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2630 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13386 members 
Mstep: Class 43 contains 7807 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37628 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 6515 members 
Mstep: Class 54 contains 6548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173532.000000 Penalty: 179406.406250
Iteration 246Q: 55 clusters Score -5.117353e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10603 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61250 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22110 members 
Mstep: Class 30 contains 2598 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20197 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23085 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2623 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13380 members 
Mstep: Class 43 contains 7808 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37630 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 6650 members 
Mstep: Class 54 contains 6550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173388.000000 Penalty: 179406.406250
Iteration 247Q: 55 clusters Score -5.117339e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61251 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22109 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20160 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23086 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2618 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13376 members 
Mstep: Class 43 contains 7810 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37634 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 6765 members 
Mstep: Class 54 contains 6551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173468.000000 Penalty: 179406.406250
Iteration 248Q: 55 clusters Score -5.117347e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10578 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16724 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61253 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22107 members 
Mstep: Class 30 contains 2597 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20124 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23088 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2613 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13372 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8078 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37635 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 6875 members 
Mstep: Class 54 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173512.000000 Penalty: 179406.406250
Iteration 249Q: 55 clusters Score -5.117351e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61255 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1727 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22104 members 
Mstep: Class 30 contains 2596 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20095 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23089 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2610 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13362 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4392 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37636 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 6979 members 
Mstep: Class 54 contains 6551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173480.000000 Penalty: 179406.406250
Iteration 250Q: 55 clusters Score -5.117348e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 5176 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61256 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22102 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20070 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23093 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2608 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13349 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37635 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7055 members 
Mstep: Class 54 contains 6552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173408.000000 Penalty: 179406.406250
Iteration 251Q: 55 clusters Score -5.117341e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10564 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16727 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61259 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15738 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22101 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 9584 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20049 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23097 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2605 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13337 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37630 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7120 members 
Mstep: Class 54 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173576.000000 Penalty: 179406.406250
Iteration 252Q: 55 clusters Score -5.117358e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 10557 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16727 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61260 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15737 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22100 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9585 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20030 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23102 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2603 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13332 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37631 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7174 members 
Mstep: Class 54 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173536.000000 Penalty: 179406.406250
Iteration 253Q: 55 clusters Score -5.117354e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16727 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15735 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22099 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20012 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23110 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2602 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13329 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37630 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7223 members 
Mstep: Class 54 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173476.000000 Penalty: 179406.406250
Iteration 254Q: 55 clusters Score -5.117348e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 10535 members 
Mstep: Class 13 contains 5182 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15735 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22097 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 20002 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23114 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13323 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37627 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7264 members 
Mstep: Class 54 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173508.000000 Penalty: 179406.406250
Iteration 255Q: 55 clusters Score -5.117351e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 10518 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15734 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22096 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19991 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23116 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13316 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37625 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7309 members 
Mstep: Class 54 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173528.000000 Penalty: 179406.406250
Iteration 256Q: 55 clusters Score -5.117353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 10506 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15734 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22094 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19978 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23114 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13317 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37621 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7354 members 
Mstep: Class 54 contains 6571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173552.000000 Penalty: 179406.406250
Iteration 257Q: 55 clusters Score -5.117355e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 10494 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2462 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15733 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22093 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19969 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23115 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13311 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8079 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37620 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7391 members 
Mstep: Class 54 contains 6571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173600.000000 Penalty: 179406.406250
Iteration 258Q: 55 clusters Score -5.11736e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 10480 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16725 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15732 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22093 members 
Mstep: Class 30 contains 2590 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19955 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23116 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 9556 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13308 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37618 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7420 members 
Mstep: Class 54 contains 6573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173604.000000 Penalty: 179406.406250
Iteration 259Q: 55 clusters Score -5.11736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21178 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 20945 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16726 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15732 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22093 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19950 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23116 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2600 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13310 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37618 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7434 members 
Mstep: Class 54 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173612.000000 Penalty: 179406.406250
Iteration 260F: 55 clusters Score -5.117361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21176 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10463 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 20946 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16728 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15732 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22093 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19948 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23110 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2598 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13312 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37618 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7445 members 
Mstep: Class 54 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173700.000000 Penalty: 179406.406250
Iteration 261Q: 55 clusters Score -5.11737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21176 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8744 members 
Mstep: Class 12 contains 10456 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 20949 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 16729 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22093 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19945 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23110 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2598 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13313 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37618 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7456 members 
Mstep: Class 54 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173656.000000 Penalty: 179406.406250
Iteration 262Q: 55 clusters Score -5.117366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10446 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20950 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16729 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19941 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23112 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2597 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13310 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37615 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7471 members 
Mstep: Class 54 contains 6571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173652.000000 Penalty: 179406.406250
Iteration 263Q: 55 clusters Score -5.117365e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21176 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10439 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 20951 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16730 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19939 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23114 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13305 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37615 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7478 members 
Mstep: Class 54 contains 6571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173644.000000 Penalty: 179406.406250
Iteration 264Q: 55 clusters Score -5.117364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21174 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10430 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 20952 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16730 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19935 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23118 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13304 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8080 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37614 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7486 members 
Mstep: Class 54 contains 6570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173656.000000 Penalty: 179406.406250
Iteration 265Q: 55 clusters Score -5.117366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21176 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10421 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20952 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16731 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2456 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19934 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23118 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37614 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7494 members 
Mstep: Class 54 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173644.000000 Penalty: 179406.406250
Iteration 266Q: 55 clusters Score -5.117364e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21176 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10417 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20952 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19932 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23117 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13300 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37614 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7503 members 
Mstep: Class 54 contains 6568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173648.000000 Penalty: 179406.406250
Iteration 267Q: 55 clusters Score -5.117365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10411 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20953 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19926 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23116 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13300 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37614 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7513 members 
Mstep: Class 54 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173656.000000 Penalty: 179406.406250
Iteration 268Q: 55 clusters Score -5.117366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10404 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20955 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61263 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15731 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19923 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23117 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13301 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37614 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7518 members 
Mstep: Class 54 contains 6565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173700.000000 Penalty: 179406.406250
Iteration 269Q: 55 clusters Score -5.11737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10397 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20958 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19923 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23119 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13300 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37614 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7523 members 
Mstep: Class 54 contains 6564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173684.000000 Penalty: 179406.406250
Iteration 270Q: 55 clusters Score -5.117368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10392 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20959 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19923 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23121 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12391 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13301 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8081 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37613 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7525 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173688.000000 Penalty: 179406.406250
Iteration 271Q: 55 clusters Score -5.117369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10389 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20959 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19922 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23121 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12390 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13300 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37613 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7527 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173672.000000 Penalty: 179406.406250
Iteration 272Q: 55 clusters Score -5.117367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10385 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19922 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23121 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13299 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37613 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7529 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173652.000000 Penalty: 179406.406250
Iteration 273Q: 55 clusters Score -5.117365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21178 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10382 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19921 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23120 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13297 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37613 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7534 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173660.000000 Penalty: 179406.406250
Iteration 274Q: 55 clusters Score -5.117366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10380 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19919 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23120 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13297 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37612 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7538 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173656.000000 Penalty: 179406.406250
Iteration 275Q: 55 clusters Score -5.117366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21180 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10375 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61260 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19919 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13298 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7540 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173656.000000 Penalty: 179406.406250
Iteration 276Q: 55 clusters Score -5.117366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10372 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19919 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13297 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7541 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173628.000000 Penalty: 179406.406250
Iteration 277Q: 55 clusters Score -5.117363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10368 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19919 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13296 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7542 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173668.000000 Penalty: 179406.406250
Iteration 278Q: 55 clusters Score -5.117367e+07 nChanged 7
Entering ConstructFrom: 
Score: -51173668.000000 Penalty: 179406.406250
Entering ConstructFrom: 
Trying to split cluster 1 (20545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Entering Unmasked Estep 
Score: -1760885.500000 Penalty: 2462.732666
	Iteration 0F: 2 clusters Score -1760886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1746366.875000 Penalty: 4925.465332
	Iteration 0F: 3 clusters Score -1746367 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1751239.500000 Penalty: 4925.465332
	Iteration 1F: 3 clusters Score -1751240 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1751636.500000 Penalty: 4925.465332
	Iteration 2F: 3 clusters Score -1751636 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1751928.750000 Penalty: 4925.465332
	Iteration 3Q: 3 clusters Score -1751929 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1752157.375000 Penalty: 4925.465332
	Iteration 4Q: 3 clusters Score -1752157 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1752375.500000 Penalty: 4925.465332
	Iteration 5Q: 3 clusters Score -1752376 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1752587.875000 Penalty: 4925.465332
	Iteration 6Q: 3 clusters Score -1752588 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1752852.000000 Penalty: 4925.465332
	Iteration 7Q: 3 clusters Score -1752852 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1753209.250000 Penalty: 4925.465332
	Iteration 8Q: 3 clusters Score -1753209 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1753689.875000 Penalty: 4925.465332
	Iteration 9Q: 3 clusters Score -1753690 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1754283.625000 Penalty: 4925.465332
	Iteration 10Q: 3 clusters Score -1754284 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1754978.250000 Penalty: 4925.465332
	Iteration 11Q: 3 clusters Score -1754978 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1755605.875000 Penalty: 4925.465332
	Iteration 12Q: 3 clusters Score -1755606 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1756147.750000 Penalty: 4925.465332
	Iteration 13Q: 3 clusters Score -1756148 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1756605.125000 Penalty: 4925.465332
	Iteration 14Q: 3 clusters Score -1756605 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1756952.500000 Penalty: 4925.465332
	Iteration 15Q: 3 clusters Score -1756952 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1757215.625000 Penalty: 4925.465332
	Iteration 16Q: 3 clusters Score -1757216 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1757414.250000 Penalty: 4925.465332
	Iteration 17Q: 3 clusters Score -1757414 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1757559.625000 Penalty: 4925.465332
	Iteration 18Q: 3 clusters Score -1757560 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1757666.500000 Penalty: 4925.465332
	Iteration 19Q: 3 clusters Score -1757666 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1757738.000000 Penalty: 4925.465332
	Iteration 20F: 3 clusters Score -1757738 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1757820.125000 Penalty: 4925.465332
	Iteration 21Q: 3 clusters Score -1757820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1757898.250000 Penalty: 4925.465332
	Iteration 22Q: 3 clusters Score -1757898 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1757962.125000 Penalty: 4925.465332
	Iteration 23Q: 3 clusters Score -1757962 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1758037.125000 Penalty: 4925.465332
	Iteration 24Q: 3 clusters Score -1758037 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1758097.375000 Penalty: 4925.465332
	Iteration 25Q: 3 clusters Score -1758097 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1758134.500000 Penalty: 4925.465332
	Iteration 26Q: 3 clusters Score -1758134 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1758189.375000 Penalty: 4925.465332
	Iteration 27Q: 3 clusters Score -1758189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1758233.500000 Penalty: 4925.465332
	Iteration 28Q: 3 clusters Score -1758234 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1758269.500000 Penalty: 4925.465332
	Iteration 29Q: 3 clusters Score -1758270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1758307.750000 Penalty: 4925.465332
	Iteration 30Q: 3 clusters Score -1758308 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1758344.000000 Penalty: 4925.465332
	Iteration 31Q: 3 clusters Score -1758344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1758384.000000 Penalty: 4925.465332
	Iteration 32Q: 3 clusters Score -1758384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1758418.750000 Penalty: 4925.465332
	Iteration 33Q: 3 clusters Score -1758419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1758461.875000 Penalty: 4925.465332
	Iteration 34Q: 3 clusters Score -1758462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1758497.250000 Penalty: 4925.465332
	Iteration 35Q: 3 clusters Score -1758497 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1758541.500000 Penalty: 4925.465332
	Iteration 36Q: 3 clusters Score -1758542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1758572.000000 Penalty: 4925.465332
	Iteration 37Q: 3 clusters Score -1758572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1758594.875000 Penalty: 4925.465332
	Iteration 38Q: 3 clusters Score -1758595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1758614.875000 Penalty: 4925.465332
	Iteration 39Q: 3 clusters Score -1758615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1758629.500000 Penalty: 4925.465332
	Iteration 40F: 3 clusters Score -1758630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1758648.500000 Penalty: 4925.465332
	Iteration 41Q: 3 clusters Score -1758648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1758668.000000 Penalty: 4925.465332
	Iteration 42Q: 3 clusters Score -1758668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1758677.500000 Penalty: 4925.465332
	Iteration 43Q: 3 clusters Score -1758678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -1758697.250000 Penalty: 4925.465332
	Iteration 44Q: 3 clusters Score -1758697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1758709.250000 Penalty: 4925.465332
	Iteration 45Q: 3 clusters Score -1758709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1758726.625000 Penalty: 4925.465332
	Iteration 46Q: 3 clusters Score -1758727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1758742.625000 Penalty: 4925.465332
	Iteration 47Q: 3 clusters Score -1758743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1758754.375000 Penalty: 4925.465332
	Iteration 48Q: 3 clusters Score -1758754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1758765.500000 Penalty: 4925.465332
	Iteration 49Q: 3 clusters Score -1758766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1758767.500000 Penalty: 4925.465332
	Iteration 50Q: 3 clusters Score -1758768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1758769.625000 Penalty: 4925.465332
	Iteration 51Q: 3 clusters Score -1758770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1758776.000000 Penalty: 4925.465332
	Iteration 52Q: 3 clusters Score -1758776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1758776.500000 Penalty: 4925.465332
	Iteration 53Q: 3 clusters Score -1758776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1758782.375000 Penalty: 4925.465332
	Iteration 54Q: 3 clusters Score -1758782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1758783.375000 Penalty: 4925.465332
	Iteration 55Q: 3 clusters Score -1758783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1758789.750000 Penalty: 4925.465332
	Iteration 56Q: 3 clusters Score -1758790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1758797.000000 Penalty: 4925.465332
	Iteration 57Q: 3 clusters Score -1758797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1758810.250000 Penalty: 4925.465332
	Iteration 58Q: 3 clusters Score -1758810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1758810.125000 Penalty: 4925.465332
	Iteration 59Q: 3 clusters Score -1758810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1758815.500000 Penalty: 4925.465332
	Iteration 60F: 3 clusters Score -1758816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1758822.875000 Penalty: 4925.465332
	Iteration 61Q: 3 clusters Score -1758823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1758830.875000 Penalty: 4925.465332
	Iteration 62Q: 3 clusters Score -1758831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1758838.250000 Penalty: 4925.465332
	Iteration 63Q: 3 clusters Score -1758838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -1758840.250000 Penalty: 4925.465332
	Iteration 64Q: 3 clusters Score -1758840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1758850.125000 Penalty: 4925.465332
	Iteration 65Q: 3 clusters Score -1758850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1758851.125000 Penalty: 4925.465332
	Iteration 66Q: 3 clusters Score -1758851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1758853.750000 Penalty: 4925.465332
	Iteration 67Q: 3 clusters Score -1758854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1758856.000000 Penalty: 4925.465332
	Iteration 68Q: 3 clusters Score -1758856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1758856.375000 Penalty: 4925.465332
	Iteration 69Q: 3 clusters Score -1758856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1758856.375000 Penalty: 4925.465332
	Iteration 70Q: 3 clusters Score -1758856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1758855.750000 Penalty: 4925.465332
	Iteration 71Q: 3 clusters Score -1758856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1758861.000000 Penalty: 4925.465332
	Iteration 72Q: 3 clusters Score -1758861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -1758860.125000 Penalty: 4925.465332
	Iteration 73Q: 3 clusters Score -1758860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1758862.250000 Penalty: 4925.465332
	Iteration 74Q: 3 clusters Score -1758862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1758862.375000 Penalty: 4925.465332
	Iteration 75Q: 3 clusters Score -1758862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1758863.750000 Penalty: 4925.465332
	Iteration 76Q: 3 clusters Score -1758864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1758865.500000 Penalty: 4925.465332
	Iteration 77Q: 3 clusters Score -1758866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1758865.625000 Penalty: 4925.465332
	Iteration 78Q: 3 clusters Score -1758866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1758867.250000 Penalty: 4925.465332
	Iteration 79Q: 3 clusters Score -1758867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1758867.125000 Penalty: 4925.465332
	Iteration 80F: 3 clusters Score -1758867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1758867.750000 Penalty: 4925.465332
	Iteration 81Q: 3 clusters Score -1758868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1758867.750000 Penalty: 4925.465332
	Iteration 82F: 3 clusters Score -1758868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -99282.046875 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99282.05 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -99737.117188 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99737.12 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -99939.773438 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99939.77 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -100074.359375 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -100074.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -100160.914062 Penalty: 3581.668213
	Iteration 4F: 3 clusters Score -100160.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -100253.273438 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -100253.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -100342.453125 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -100342.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -100410.882812 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -100410.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -100447.359375 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -100447.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -100469.382812 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -100469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -100484.835938 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -100484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -100495.898438 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -100495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -100504.171875 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -100504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -100511.585938 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -100511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -100514.320312 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -100514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -100522.265625 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -100522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -100529.210938 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -100529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -100535.351562 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -100535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -100541.257812 Penalty: 3581.668213
	Iteration 18Q: 3 clusters Score -100541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -100542.601562 Penalty: 3581.668213
	Iteration 19Q: 3 clusters Score -100542.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -100550.765625 Penalty: 3581.668213
	Iteration 20F: 3 clusters Score -100550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -100560.875000 Penalty: 3581.668213
	Iteration 21Q: 3 clusters Score -100560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -100563.031250 Penalty: 3581.668213
	Iteration 22Q: 3 clusters Score -100563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -100564.875000 Penalty: 3581.668213
	Iteration 23Q: 3 clusters Score -100564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100570.351562 Penalty: 3581.668213
	Iteration 24Q: 3 clusters Score -100570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -100572.453125 Penalty: 3581.668213
	Iteration 25Q: 3 clusters Score -100572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100576.296875 Penalty: 3581.668213
	Iteration 26Q: 3 clusters Score -100576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -100578.578125 Penalty: 3581.668213
	Iteration 27Q: 3 clusters Score -100578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -100582.539062 Penalty: 3581.668213
	Iteration 28Q: 3 clusters Score -100582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -100584.414062 Penalty: 3581.668213
	Iteration 29Q: 3 clusters Score -100584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -100586.757812 Penalty: 3581.668213
	Iteration 30Q: 3 clusters Score -100586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -100593.523438 Penalty: 3581.668213
	Iteration 31Q: 3 clusters Score -100593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -100596.500000 Penalty: 3581.668213
	Iteration 32Q: 3 clusters Score -100596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -100597.953125 Penalty: 3581.668213
	Iteration 33Q: 3 clusters Score -100598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -100599.937500 Penalty: 3581.668213
	Iteration 34Q: 3 clusters Score -100599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -100599.937500 Penalty: 3581.668213
	Iteration 35F: 3 clusters Score -100599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -133954.671875 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133954.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134325.125000 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134325.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134425.046875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -134479.718750 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -134479.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134514.593750 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134514.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134537.062500 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134537.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -134555.703125 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -134568.343750 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134568.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -134578.312500 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134578.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -134589.656250 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134589.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -134604.390625 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -134619.578125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134619.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -134632.390625 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134632.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134642.625000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134642.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -134648.218750 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134650.859375 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -134652.171875 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134654.859375 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -134654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -134655.828125 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -134655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -134656.953125 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -134657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134657.953125 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -134658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134658.812500 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -134658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134658.812500 Penalty: 3683.273193
	Iteration 22F: 3 clusters Score -134658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -217427.125000 Penalty: 1962.915771
	Iteration 0F: 2 clusters Score -217427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -214354.640625 Penalty: 3925.831543
	Iteration 0F: 3 clusters Score -214354.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -214959.921875 Penalty: 3925.831543
	Iteration 1F: 3 clusters Score -214959.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -215101.578125 Penalty: 3925.831543
	Iteration 2F: 3 clusters Score -215101.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215188.859375 Penalty: 3925.831543
	Iteration 3Q: 3 clusters Score -215188.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215253.140625 Penalty: 3925.831543
	Iteration 4Q: 3 clusters Score -215253.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -215319.031250 Penalty: 3925.831543
	Iteration 5Q: 3 clusters Score -215319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -215376.218750 Penalty: 3925.831543
	Iteration 6Q: 3 clusters Score -215376.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -215421.906250 Penalty: 3925.831543
	Iteration 7Q: 3 clusters Score -215421.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -215476.250000 Penalty: 3925.831543
	Iteration 8Q: 3 clusters Score -215476.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -215524.687500 Penalty: 3925.831543
	Iteration 9Q: 3 clusters Score -215524.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215603.156250 Penalty: 3925.831543
	Iteration 10Q: 3 clusters Score -215603.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -215704.640625 Penalty: 3925.831543
	Iteration 11Q: 3 clusters Score -215704.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -215815.062500 Penalty: 3925.831543
	Iteration 12Q: 3 clusters Score -215815.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -215900.000000 Penalty: 3925.831543
	Iteration 13Q: 3 clusters Score -215900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -215976.171875 Penalty: 3925.831543
	Iteration 14Q: 3 clusters Score -215976.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -216031.312500 Penalty: 3925.831543
	Iteration 15Q: 3 clusters Score -216031.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -216068.750000 Penalty: 3925.831543
	Iteration 16Q: 3 clusters Score -216068.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216095.000000 Penalty: 3925.831543
	Iteration 17Q: 3 clusters Score -216095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -216112.031250 Penalty: 3925.831543
	Iteration 18Q: 3 clusters Score -216112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -216126.828125 Penalty: 3925.831543
	Iteration 19Q: 3 clusters Score -216126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -216140.015625 Penalty: 3925.831543
	Iteration 20F: 3 clusters Score -216140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -216149.312500 Penalty: 3925.831543
	Iteration 21Q: 3 clusters Score -216149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -216154.093750 Penalty: 3925.831543
	Iteration 22Q: 3 clusters Score -216154.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -216157.984375 Penalty: 3925.831543
	Iteration 23Q: 3 clusters Score -216158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -216163.218750 Penalty: 3925.831543
	Iteration 24Q: 3 clusters Score -216163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -216167.750000 Penalty: 3925.831543
	Iteration 25Q: 3 clusters Score -216167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216172.375000 Penalty: 3925.831543
	Iteration 26Q: 3 clusters Score -216172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -216176.062500 Penalty: 3925.831543
	Iteration 27Q: 3 clusters Score -216176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -216179.109375 Penalty: 3925.831543
	Iteration 28Q: 3 clusters Score -216179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -216180.468750 Penalty: 3925.831543
	Iteration 29Q: 3 clusters Score -216180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -216181.281250 Penalty: 3925.831543
	Iteration 30Q: 3 clusters Score -216181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -216183.812500 Penalty: 3925.831543
	Iteration 31Q: 3 clusters Score -216183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -216186.046875 Penalty: 3925.831543
	Iteration 32Q: 3 clusters Score -216186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -216188.421875 Penalty: 3925.831543
	Iteration 33Q: 3 clusters Score -216188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -216191.750000 Penalty: 3925.831543
	Iteration 34Q: 3 clusters Score -216191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -216194.562500 Penalty: 3925.831543
	Iteration 35Q: 3 clusters Score -216194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -216194.562500 Penalty: 3925.831543
	Iteration 36F: 3 clusters Score -216194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Entering Unmasked Estep 
Score: -582943.062500 Penalty: 2196.381104
	Iteration 0F: 2 clusters Score -582943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -577153.125000 Penalty: 4392.762207
	Iteration 0F: 3 clusters Score -577153.1 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -578710.875000 Penalty: 4392.762207
	Iteration 1F: 3 clusters Score -578710.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -579001.250000 Penalty: 4392.762207
	Iteration 2F: 3 clusters Score -579001.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -579218.437500 Penalty: 4392.762207
	Iteration 3F: 3 clusters Score -579218.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -579424.187500 Penalty: 4392.762207
	Iteration 4Q: 3 clusters Score -579424.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -579633.562500 Penalty: 4392.762207
	Iteration 5Q: 3 clusters Score -579633.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -579859.937500 Penalty: 4392.762207
	Iteration 6Q: 3 clusters Score -579859.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -580099.875000 Penalty: 4392.762207
	Iteration 7Q: 3 clusters Score -580099.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -580347.000000 Penalty: 4392.762207
	Iteration 8Q: 3 clusters Score -580347 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -580541.312500 Penalty: 4392.762207
	Iteration 9Q: 3 clusters Score -580541.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -580691.750000 Penalty: 4392.762207
	Iteration 10Q: 3 clusters Score -580691.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -580793.875000 Penalty: 4392.762207
	Iteration 11Q: 3 clusters Score -580793.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -580862.062500 Penalty: 4392.762207
	Iteration 12Q: 3 clusters Score -580862.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -580919.125000 Penalty: 4392.762207
	Iteration 13Q: 3 clusters Score -580919.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -580964.187500 Penalty: 4392.762207
	Iteration 14Q: 3 clusters Score -580964.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -581000.687500 Penalty: 4392.762207
	Iteration 15Q: 3 clusters Score -581000.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -581031.562500 Penalty: 4392.762207
	Iteration 16Q: 3 clusters Score -581031.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -581057.000000 Penalty: 4392.762207
	Iteration 17Q: 3 clusters Score -581057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -581072.250000 Penalty: 4392.762207
	Iteration 18Q: 3 clusters Score -581072.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -581087.375000 Penalty: 4392.762207
	Iteration 19Q: 3 clusters Score -581087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -581099.000000 Penalty: 4392.762207
	Iteration 20F: 3 clusters Score -581099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -581104.125000 Penalty: 4392.762207
	Iteration 21Q: 3 clusters Score -581104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -581110.875000 Penalty: 4392.762207
	Iteration 22Q: 3 clusters Score -581110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -581110.937500 Penalty: 4392.762207
	Iteration 23Q: 3 clusters Score -581110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -581111.250000 Penalty: 4392.762207
	Iteration 24Q: 3 clusters Score -581111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -581111.250000 Penalty: 4392.762207
	Iteration 25F: 3 clusters Score -581111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -461891.375000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -461891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -456909.531250 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -456909.5 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -458107.937500 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -458107.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -458350.593750 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -458350.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -458529.343750 Penalty: 4294.108398
	Iteration 3F: 3 clusters Score -458529.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -458678.812500 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -458678.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -458813.500000 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -458813.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -458937.468750 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -458937.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -459040.468750 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -459040.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -459126.218750 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -459126.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -459208.343750 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -459208.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -459272.468750 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -459272.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -459320.843750 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -459320.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -459362.218750 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -459362.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -459396.375000 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -459396.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -459430.562500 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -459430.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -459476.937500 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -459476.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -459511.000000 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -459511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -459541.000000 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -459541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -459563.781250 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -459563.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -459587.687500 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -459587.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -459607.656250 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -459607.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -459627.562500 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -459627.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -459648.656250 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -459648.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -459661.812500 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -459661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -459675.125000 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -459675.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459683.500000 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -459683.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459690.062500 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -459690.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -459696.687500 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -459696.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -459701.781250 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -459701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -459705.250000 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -459705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -459708.531250 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -459708.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -459711.437500 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -459711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -459714.843750 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -459714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459717.156250 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -459717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459718.562500 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -459718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -459719.062500 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -459719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459720.156250 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -459720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -459723.406250 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -459723.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -459726.375000 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -459726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -459729.187500 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -459729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -459731.000000 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -459731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -459733.281250 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -459733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459732.562500 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -459732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459733.312500 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -459733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -459735.718750 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -459735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -459736.875000 Penalty: 4294.108398
	Iteration 45Q: 3 clusters Score -459736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -459738.156250 Penalty: 4294.108398
	Iteration 46Q: 3 clusters Score -459738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -459737.937500 Penalty: 4294.108398
	Iteration 47Q: 3 clusters Score -459737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459738.781250 Penalty: 4294.108398
	Iteration 48Q: 3 clusters Score -459738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459739.375000 Penalty: 4294.108398
	Iteration 49Q: 3 clusters Score -459739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -459740.468750 Penalty: 4294.108398
	Iteration 50Q: 3 clusters Score -459740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -459741.906250 Penalty: 4294.108398
	Iteration 51Q: 3 clusters Score -459741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -459742.875000 Penalty: 4294.108398
	Iteration 52Q: 3 clusters Score -459742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -459743.062500 Penalty: 4294.108398
	Iteration 53Q: 3 clusters Score -459743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -459743.062500 Penalty: 4294.108398
	Iteration 54F: 3 clusters Score -459743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Entering Unmasked Estep 
Score: -1733042.250000 Penalty: 2470.328369
	Iteration 0F: 2 clusters Score -1733042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1718258.500000 Penalty: 4940.656738
	Iteration 0F: 3 clusters Score -1718258 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1723293.250000 Penalty: 4940.656738
	Iteration 1F: 3 clusters Score -1723293 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1723827.125000 Penalty: 4940.656738
	Iteration 2F: 3 clusters Score -1723827 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1724387.625000 Penalty: 4940.656738
	Iteration 3F: 3 clusters Score -1724388 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1724950.000000 Penalty: 4940.656738
	Iteration 4Q: 3 clusters Score -1724950 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1725537.375000 Penalty: 4940.656738
	Iteration 5Q: 3 clusters Score -1725537 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1726112.875000 Penalty: 4940.656738
	Iteration 6Q: 3 clusters Score -1726113 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1726668.625000 Penalty: 4940.656738
	Iteration 7Q: 3 clusters Score -1726669 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1727253.125000 Penalty: 4940.656738
	Iteration 8Q: 3 clusters Score -1727253 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1727850.250000 Penalty: 4940.656738
	Iteration 9Q: 3 clusters Score -1727850 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1728372.875000 Penalty: 4940.656738
	Iteration 10Q: 3 clusters Score -1728373 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1728818.875000 Penalty: 4940.656738
	Iteration 11Q: 3 clusters Score -1728819 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1729195.750000 Penalty: 4940.656738
	Iteration 12Q: 3 clusters Score -1729196 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1729457.500000 Penalty: 4940.656738
	Iteration 13Q: 3 clusters Score -1729458 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1729617.875000 Penalty: 4940.656738
	Iteration 14Q: 3 clusters Score -1729618 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1729722.125000 Penalty: 4940.656738
	Iteration 15Q: 3 clusters Score -1729722 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1729781.375000 Penalty: 4940.656738
	Iteration 16Q: 3 clusters Score -1729781 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1729827.000000 Penalty: 4940.656738
	Iteration 17Q: 3 clusters Score -1729827 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1729856.250000 Penalty: 4940.656738
	Iteration 18Q: 3 clusters Score -1729856 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1729872.000000 Penalty: 4940.656738
	Iteration 19Q: 3 clusters Score -1729872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1729897.750000 Penalty: 4940.656738
	Iteration 20F: 3 clusters Score -1729898 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1729919.250000 Penalty: 4940.656738
	Iteration 21Q: 3 clusters Score -1729919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1729941.750000 Penalty: 4940.656738
	Iteration 22Q: 3 clusters Score -1729942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1729952.500000 Penalty: 4940.656738
	Iteration 23Q: 3 clusters Score -1729952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1729962.500000 Penalty: 4940.656738
	Iteration 24Q: 3 clusters Score -1729962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1729969.125000 Penalty: 4940.656738
	Iteration 25Q: 3 clusters Score -1729969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1729970.375000 Penalty: 4940.656738
	Iteration 26Q: 3 clusters Score -1729970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1729974.375000 Penalty: 4940.656738
	Iteration 27Q: 3 clusters Score -1729974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1729979.125000 Penalty: 4940.656738
	Iteration 28Q: 3 clusters Score -1729979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1729980.875000 Penalty: 4940.656738
	Iteration 29Q: 3 clusters Score -1729981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1729985.750000 Penalty: 4940.656738
	Iteration 30Q: 3 clusters Score -1729986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1729987.750000 Penalty: 4940.656738
	Iteration 31Q: 3 clusters Score -1729988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1729997.375000 Penalty: 4940.656738
	Iteration 32Q: 3 clusters Score -1729997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1729993.375000 Penalty: 4940.656738
	Iteration 33Q: 3 clusters Score -1729993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1729993.750000 Penalty: 4940.656738
	Iteration 34Q: 3 clusters Score -1729994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1729996.375000 Penalty: 4940.656738
	Iteration 35Q: 3 clusters Score -1729996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1729997.625000 Penalty: 4940.656738
	Iteration 36Q: 3 clusters Score -1729998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1729996.375000 Penalty: 4940.656738
	Iteration 37Q: 3 clusters Score -1729996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1729999.625000 Penalty: 4940.656738
	Iteration 38Q: 3 clusters Score -1730000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1730002.625000 Penalty: 4940.656738
	Iteration 39Q: 3 clusters Score -1730003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1730006.375000 Penalty: 4940.656738
	Iteration 40F: 3 clusters Score -1730006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1730003.375000 Penalty: 4940.656738
	Iteration 41Q: 3 clusters Score -1730003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1730002.125000 Penalty: 4940.656738
	Iteration 42Q: 3 clusters Score -1730002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1730004.500000 Penalty: 4940.656738
	Iteration 43Q: 3 clusters Score -1730004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1730006.125000 Penalty: 4940.656738
	Iteration 44Q: 3 clusters Score -1730006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1730004.500000 Penalty: 4940.656738
	Iteration 45Q: 3 clusters Score -1730004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1730006.875000 Penalty: 4940.656738
	Iteration 46Q: 3 clusters Score -1730007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1730006.000000 Penalty: 4940.656738
	Iteration 47Q: 3 clusters Score -1730006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1730009.500000 Penalty: 4940.656738
	Iteration 48Q: 3 clusters Score -1730010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1730010.625000 Penalty: 4940.656738
	Iteration 49Q: 3 clusters Score -1730011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1730007.750000 Penalty: 4940.656738
	Iteration 50Q: 3 clusters Score -1730008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1730008.000000 Penalty: 4940.656738
	Iteration 51Q: 3 clusters Score -1730008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1730007.625000 Penalty: 4940.656738
	Iteration 52Q: 3 clusters Score -1730008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1730007.625000 Penalty: 4940.656738
	Iteration 53F: 3 clusters Score -1730008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -91439.976562 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -91439.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -89383.156250 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -89383.16 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89798.835938 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -89798.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -89933.898438 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -89933.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -90000.773438 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -90000.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90057.273438 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -90057.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -90093.226562 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -90093.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -90124.656250 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -90124.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -90139.703125 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -90139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -90149.070312 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -90149.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -90161.695312 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -90161.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -90172.062500 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -90172.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -90179.460938 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -90179.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90188.335938 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -90188.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -90193.210938 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -90193.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -90195.960938 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -90195.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -90195.960938 Penalty: 3504.120605
	Iteration 15F: 3 clusters Score -90195.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -776252.000000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -776252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -768787.125000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -768787.1 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -770944.062500 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -770944.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -771268.812500 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -771268.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -771534.687500 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -771534.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -771740.187500 Penalty: 4553.732422
	Iteration 4Q: 3 clusters Score -771740.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -771911.437500 Penalty: 4553.732422
	Iteration 5Q: 3 clusters Score -771911.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -772047.687500 Penalty: 4553.732422
	Iteration 6Q: 3 clusters Score -772047.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -772182.562500 Penalty: 4553.732422
	Iteration 7Q: 3 clusters Score -772182.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -772305.875000 Penalty: 4553.732422
	Iteration 8Q: 3 clusters Score -772305.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -772435.562500 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -772435.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -772563.500000 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -772563.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -772699.500000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -772699.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -772860.625000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -772860.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -773058.875000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -773058.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -773302.000000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -773302 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -773610.062500 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -773610.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -773957.062500 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -773957.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -774228.687500 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -774228.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -774451.187500 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -774451.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -774608.250000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -774608.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -774705.125000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -774705.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -774778.937500 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -774778.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -774828.375000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -774828.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -774866.250000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -774866.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -774903.750000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -774903.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -774935.375000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -774935.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -774965.125000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -774965.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -774991.812500 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -774991.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -775009.312500 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -775009.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -775019.562500 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -775019.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -775028.437500 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -775028.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -775036.500000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -775036.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -775042.812500 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -775042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -775046.812500 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -775046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -775050.062500 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -775050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -775051.812500 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -775051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -775051.812500 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -775051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -775054.812500 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -775054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -775055.875000 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -775055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -775056.500000 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -775056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -775055.812500 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -775055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -775056.312500 Penalty: 4553.732422
	Iteration 41Q: 3 clusters Score -775056.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -775058.812500 Penalty: 4553.732422
	Iteration 42Q: 3 clusters Score -775058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -775060.312500 Penalty: 4553.732422
	Iteration 43Q: 3 clusters Score -775060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -775060.312500 Penalty: 4553.732422
	Iteration 44F: 3 clusters Score -775060.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -130445.085938 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -130445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -128066.937500 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -128066.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -128503.625000 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -128503.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -128658.289062 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -128658.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -128813.718750 Penalty: 3682.089844
	Iteration 3F: 3 clusters Score -128813.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -129019.343750 Penalty: 3682.089844
	Iteration 4F: 3 clusters Score -129019.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -129235.906250 Penalty: 3682.089844
	Iteration 5F: 3 clusters Score -129235.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -129416.710938 Penalty: 3682.089844
	Iteration 6F: 3 clusters Score -129416.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -129568.890625 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -129568.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -129677.023438 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -129677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -129726.429688 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -129726.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -129767.937500 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -129767.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129806.406250 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -129806.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -129831.976562 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -129832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -129846.828125 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -129846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129851.343750 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -129851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129860.742188 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -129860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -129867.640625 Penalty: 3682.089844
	Iteration 16Q: 3 clusters Score -129867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129868.312500 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -129868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129869.187500 Penalty: 3682.089844
	Iteration 18Q: 3 clusters Score -129869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129869.187500 Penalty: 3682.089844
	Iteration 19F: 3 clusters Score -129869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -754188.187500 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -754188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -747280.187500 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -747280.2 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -749275.625000 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -749275.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -749586.812500 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -749586.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -749769.000000 Penalty: 4501.813965
	Iteration 3Q: 3 clusters Score -749769 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -749911.000000 Penalty: 4501.813965
	Iteration 4Q: 3 clusters Score -749911 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -750062.125000 Penalty: 4501.813965
	Iteration 5Q: 3 clusters Score -750062.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -750232.500000 Penalty: 4501.813965
	Iteration 6Q: 3 clusters Score -750232.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -750438.875000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -750438.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -750656.875000 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -750656.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -750900.937500 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -750900.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -751129.812500 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -751129.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -751314.437500 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -751314.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -751467.437500 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -751467.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -751594.875000 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -751594.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -751682.250000 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -751682.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -751753.562500 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -751753.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -751802.187500 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -751802.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -751836.187500 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -751836.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -751862.875000 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -751862.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -751880.625000 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -751880.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -751898.625000 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -751898.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -751916.437500 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -751916.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -751933.687500 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -751933.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -751948.562500 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -751948.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -751961.625000 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -751961.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -751970.625000 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -751970.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -751979.500000 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -751979.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -751987.562500 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -751987.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -751995.687500 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -751995.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -752005.187500 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -752005.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -752016.750000 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -752016.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -752022.750000 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -752022.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -752031.062500 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -752031.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -752037.812500 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -752037.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -752048.187500 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -752048.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -752053.750000 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -752053.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -752065.625000 Penalty: 4501.813965
	Iteration 36Q: 3 clusters Score -752065.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -752072.125000 Penalty: 4501.813965
	Iteration 37Q: 3 clusters Score -752072.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -752085.687500 Penalty: 4501.813965
	Iteration 38Q: 3 clusters Score -752085.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -752094.187500 Penalty: 4501.813965
	Iteration 39Q: 3 clusters Score -752094.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -752099.500000 Penalty: 4501.813965
	Iteration 40F: 3 clusters Score -752099.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -752105.687500 Penalty: 4501.813965
	Iteration 41Q: 3 clusters Score -752105.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -752112.312500 Penalty: 4501.813965
	Iteration 42Q: 3 clusters Score -752112.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -752115.937500 Penalty: 4501.813965
	Iteration 43Q: 3 clusters Score -752115.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -752124.500000 Penalty: 4501.813965
	Iteration 44Q: 3 clusters Score -752124.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -752127.312500 Penalty: 4501.813965
	Iteration 45Q: 3 clusters Score -752127.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -752127.250000 Penalty: 4501.813965
	Iteration 46Q: 3 clusters Score -752127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -752131.937500 Penalty: 4501.813965
	Iteration 47Q: 3 clusters Score -752131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -752135.562500 Penalty: 4501.813965
	Iteration 48Q: 3 clusters Score -752135.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -752139.250000 Penalty: 4501.813965
	Iteration 49Q: 3 clusters Score -752139.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -752144.375000 Penalty: 4501.813965
	Iteration 50Q: 3 clusters Score -752144.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -752147.562500 Penalty: 4501.813965
	Iteration 51Q: 3 clusters Score -752147.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -752152.187500 Penalty: 4501.813965
	Iteration 52Q: 3 clusters Score -752152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -752157.000000 Penalty: 4501.813965
	Iteration 53Q: 3 clusters Score -752157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -752164.375000 Penalty: 4501.813965
	Iteration 54Q: 3 clusters Score -752164.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -752173.375000 Penalty: 4501.813965
	Iteration 55Q: 3 clusters Score -752173.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -752178.937500 Penalty: 4501.813965
	Iteration 56Q: 3 clusters Score -752178.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -752185.750000 Penalty: 4501.813965
	Iteration 57Q: 3 clusters Score -752185.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -752192.500000 Penalty: 4501.813965
	Iteration 58Q: 3 clusters Score -752192.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -752199.062500 Penalty: 4501.813965
	Iteration 59Q: 3 clusters Score -752199.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -752208.625000 Penalty: 4501.813965
	Iteration 60F: 3 clusters Score -752208.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -752212.187500 Penalty: 4501.813965
	Iteration 61Q: 3 clusters Score -752212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -752216.500000 Penalty: 4501.813965
	Iteration 62Q: 3 clusters Score -752216.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -752218.187500 Penalty: 4501.813965
	Iteration 63Q: 3 clusters Score -752218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -752222.937500 Penalty: 4501.813965
	Iteration 64Q: 3 clusters Score -752222.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -752226.000000 Penalty: 4501.813965
	Iteration 65Q: 3 clusters Score -752226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -752230.125000 Penalty: 4501.813965
	Iteration 66Q: 3 clusters Score -752230.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -752230.937500 Penalty: 4501.813965
	Iteration 67Q: 3 clusters Score -752230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -752233.000000 Penalty: 4501.813965
	Iteration 68Q: 3 clusters Score -752233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -752233.937500 Penalty: 4501.813965
	Iteration 69Q: 3 clusters Score -752233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -752233.062500 Penalty: 4501.813965
	Iteration 70Q: 3 clusters Score -752233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -752232.250000 Penalty: 4501.813965
	Iteration 71Q: 3 clusters Score -752232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -752232.250000 Penalty: 4501.813965
	Iteration 72F: 3 clusters Score -752232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -881748.875000 Penalty: 2293.007324
	Iteration 0F: 2 clusters Score -881748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -873791.125000 Penalty: 4586.014648
	Iteration 0F: 3 clusters Score -873791.1 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -876124.687500 Penalty: 4586.014648
	Iteration 1F: 3 clusters Score -876124.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -876444.937500 Penalty: 4586.014648
	Iteration 2F: 3 clusters Score -876444.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -876662.500000 Penalty: 4586.014648
	Iteration 3F: 3 clusters Score -876662.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -876851.312500 Penalty: 4586.014648
	Iteration 4Q: 3 clusters Score -876851.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -877041.687500 Penalty: 4586.014648
	Iteration 5Q: 3 clusters Score -877041.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -877256.312500 Penalty: 4586.014648
	Iteration 6Q: 3 clusters Score -877256.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -877510.562500 Penalty: 4586.014648
	Iteration 7Q: 3 clusters Score -877510.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -877805.125000 Penalty: 4586.014648
	Iteration 8Q: 3 clusters Score -877805.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -878097.312500 Penalty: 4586.014648
	Iteration 9Q: 3 clusters Score -878097.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -878394.250000 Penalty: 4586.014648
	Iteration 10Q: 3 clusters Score -878394.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -878658.062500 Penalty: 4586.014648
	Iteration 11Q: 3 clusters Score -878658.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -878900.437500 Penalty: 4586.014648
	Iteration 12Q: 3 clusters Score -878900.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -879101.500000 Penalty: 4586.014648
	Iteration 13Q: 3 clusters Score -879101.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -879243.187500 Penalty: 4586.014648
	Iteration 14Q: 3 clusters Score -879243.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -879357.562500 Penalty: 4586.014648
	Iteration 15Q: 3 clusters Score -879357.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -879445.562500 Penalty: 4586.014648
	Iteration 16Q: 3 clusters Score -879445.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -879510.375000 Penalty: 4586.014648
	Iteration 17Q: 3 clusters Score -879510.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -879556.937500 Penalty: 4586.014648
	Iteration 18Q: 3 clusters Score -879556.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -879587.250000 Penalty: 4586.014648
	Iteration 19Q: 3 clusters Score -879587.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -879614.687500 Penalty: 4586.014648
	Iteration 20F: 3 clusters Score -879614.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -879646.000000 Penalty: 4586.014648
	Iteration 21Q: 3 clusters Score -879646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -879668.875000 Penalty: 4586.014648
	Iteration 22Q: 3 clusters Score -879668.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -879690.437500 Penalty: 4586.014648
	Iteration 23Q: 3 clusters Score -879690.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -879704.562500 Penalty: 4586.014648
	Iteration 24Q: 3 clusters Score -879704.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -879712.812500 Penalty: 4586.014648
	Iteration 25Q: 3 clusters Score -879712.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -879729.562500 Penalty: 4586.014648
	Iteration 26Q: 3 clusters Score -879729.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -879748.125000 Penalty: 4586.014648
	Iteration 27Q: 3 clusters Score -879748.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -879754.375000 Penalty: 4586.014648
	Iteration 28Q: 3 clusters Score -879754.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -879766.187500 Penalty: 4586.014648
	Iteration 29Q: 3 clusters Score -879766.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -879779.875000 Penalty: 4586.014648
	Iteration 30Q: 3 clusters Score -879779.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -879791.937500 Penalty: 4586.014648
	Iteration 31Q: 3 clusters Score -879791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -879807.375000 Penalty: 4586.014648
	Iteration 32Q: 3 clusters Score -879807.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -879816.937500 Penalty: 4586.014648
	Iteration 33Q: 3 clusters Score -879816.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -879829.687500 Penalty: 4586.014648
	Iteration 34Q: 3 clusters Score -879829.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -879841.000000 Penalty: 4586.014648
	Iteration 35Q: 3 clusters Score -879841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -879852.000000 Penalty: 4586.014648
	Iteration 36Q: 3 clusters Score -879852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -879863.937500 Penalty: 4586.014648
	Iteration 37Q: 3 clusters Score -879863.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -879875.125000 Penalty: 4586.014648
	Iteration 38Q: 3 clusters Score -879875.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -879887.000000 Penalty: 4586.014648
	Iteration 39Q: 3 clusters Score -879887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -879893.375000 Penalty: 4586.014648
	Iteration 40F: 3 clusters Score -879893.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -879901.750000 Penalty: 4586.014648
	Iteration 41Q: 3 clusters Score -879901.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -879907.875000 Penalty: 4586.014648
	Iteration 42Q: 3 clusters Score -879907.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -879916.312500 Penalty: 4586.014648
	Iteration 43Q: 3 clusters Score -879916.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -879921.750000 Penalty: 4586.014648
	Iteration 44Q: 3 clusters Score -879921.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -879926.937500 Penalty: 4586.014648
	Iteration 45Q: 3 clusters Score -879926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -879929.812500 Penalty: 4586.014648
	Iteration 46Q: 3 clusters Score -879929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -879930.312500 Penalty: 4586.014648
	Iteration 47Q: 3 clusters Score -879930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -879930.625000 Penalty: 4586.014648
	Iteration 48Q: 3 clusters Score -879930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -879931.687500 Penalty: 4586.014648
	Iteration 49Q: 3 clusters Score -879931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -879934.812500 Penalty: 4586.014648
	Iteration 50Q: 3 clusters Score -879934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -879936.250000 Penalty: 4586.014648
	Iteration 51Q: 3 clusters Score -879936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -879934.875000 Penalty: 4586.014648
	Iteration 52Q: 3 clusters Score -879934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -879932.250000 Penalty: 4586.014648
	Iteration 53Q: 3 clusters Score -879932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -879934.375000 Penalty: 4586.014648
	Iteration 54Q: 3 clusters Score -879934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -879933.562500 Penalty: 4586.014648
	Iteration 55Q: 3 clusters Score -879933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -879933.187500 Penalty: 4586.014648
	Iteration 56Q: 3 clusters Score -879933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -879933.875000 Penalty: 4586.014648
	Iteration 57Q: 3 clusters Score -879933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -879933.812500 Penalty: 4586.014648
	Iteration 58Q: 3 clusters Score -879933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -879934.687500 Penalty: 4586.014648
	Iteration 59Q: 3 clusters Score -879934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -879934.062500 Penalty: 4586.014648
	Iteration 60F: 3 clusters Score -879934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -879932.375000 Penalty: 4586.014648
	Iteration 61Q: 3 clusters Score -879932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -879932.312500 Penalty: 4586.014648
	Iteration 62Q: 3 clusters Score -879932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -879933.625000 Penalty: 4586.014648
	Iteration 63Q: 3 clusters Score -879933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -879934.250000 Penalty: 4586.014648
	Iteration 64Q: 3 clusters Score -879934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -879934.250000 Penalty: 4586.014648
	Iteration 65F: 3 clusters Score -879934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -411109.125000 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -411109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -406493.312500 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -406493.3 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -407664.781250 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -407664.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -407963.218750 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -407963.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -408279.937500 Penalty: 4242.931152
	Iteration 3F: 3 clusters Score -408279.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -408648.656250 Penalty: 4242.931152
	Iteration 4F: 3 clusters Score -408648.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -409148.843750 Penalty: 4242.931152
	Iteration 5F: 3 clusters Score -409148.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -409529.156250 Penalty: 4242.931152
	Iteration 6F: 3 clusters Score -409529.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -409803.718750 Penalty: 4242.931152
	Iteration 7F: 3 clusters Score -409803.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -410040.687500 Penalty: 4242.931152
	Iteration 8F: 3 clusters Score -410040.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -410232.968750 Penalty: 4242.931152
	Iteration 9Q: 3 clusters Score -410233 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -410378.500000 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -410378.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -410470.406250 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -410470.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -410540.437500 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -410540.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -410607.531250 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -410607.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -410649.843750 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -410649.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -410687.031250 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -410687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -410719.750000 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -410719.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -410743.468750 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -410743.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -410766.187500 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -410766.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -410784.250000 Penalty: 4242.931152
	Iteration 19Q: 3 clusters Score -410784.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -410796.718750 Penalty: 4242.931152
	Iteration 20F: 3 clusters Score -410796.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -410801.875000 Penalty: 4242.931152
	Iteration 21Q: 3 clusters Score -410801.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -410807.250000 Penalty: 4242.931152
	Iteration 22Q: 3 clusters Score -410807.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -410811.125000 Penalty: 4242.931152
	Iteration 23Q: 3 clusters Score -410811.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -410813.562500 Penalty: 4242.931152
	Iteration 24Q: 3 clusters Score -410813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -410818.000000 Penalty: 4242.931152
	Iteration 25Q: 3 clusters Score -410818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -410821.437500 Penalty: 4242.931152
	Iteration 26Q: 3 clusters Score -410821.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -410829.250000 Penalty: 4242.931152
	Iteration 27Q: 3 clusters Score -410829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -410836.812500 Penalty: 4242.931152
	Iteration 28Q: 3 clusters Score -410836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -410841.968750 Penalty: 4242.931152
	Iteration 29Q: 3 clusters Score -410842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -410845.531250 Penalty: 4242.931152
	Iteration 30Q: 3 clusters Score -410845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -410850.718750 Penalty: 4242.931152
	Iteration 31Q: 3 clusters Score -410850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -410855.562500 Penalty: 4242.931152
	Iteration 32Q: 3 clusters Score -410855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -410858.812500 Penalty: 4242.931152
	Iteration 33Q: 3 clusters Score -410858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -410861.687500 Penalty: 4242.931152
	Iteration 34Q: 3 clusters Score -410861.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -410865.250000 Penalty: 4242.931152
	Iteration 35Q: 3 clusters Score -410865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -410868.875000 Penalty: 4242.931152
	Iteration 36Q: 3 clusters Score -410868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -410872.281250 Penalty: 4242.931152
	Iteration 37Q: 3 clusters Score -410872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -410875.031250 Penalty: 4242.931152
	Iteration 38Q: 3 clusters Score -410875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -410879.375000 Penalty: 4242.931152
	Iteration 39Q: 3 clusters Score -410879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -410881.562500 Penalty: 4242.931152
	Iteration 40F: 3 clusters Score -410881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -410886.875000 Penalty: 4242.931152
	Iteration 41Q: 3 clusters Score -410886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -410891.687500 Penalty: 4242.931152
	Iteration 42Q: 3 clusters Score -410891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -410895.781250 Penalty: 4242.931152
	Iteration 43Q: 3 clusters Score -410895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -410895.656250 Penalty: 4242.931152
	Iteration 44Q: 3 clusters Score -410895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -410896.093750 Penalty: 4242.931152
	Iteration 45Q: 3 clusters Score -410896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410896.437500 Penalty: 4242.931152
	Iteration 46Q: 3 clusters Score -410896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410896.781250 Penalty: 4242.931152
	Iteration 47Q: 3 clusters Score -410896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -410898.281250 Penalty: 4242.931152
	Iteration 48Q: 3 clusters Score -410898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -410900.000000 Penalty: 4242.931152
	Iteration 49Q: 3 clusters Score -410900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -410900.843750 Penalty: 4242.931152
	Iteration 50Q: 3 clusters Score -410900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410900.812500 Penalty: 4242.931152
	Iteration 51Q: 3 clusters Score -410900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -410901.312500 Penalty: 4242.931152
	Iteration 52Q: 3 clusters Score -410901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -410901.625000 Penalty: 4242.931152
	Iteration 53Q: 3 clusters Score -410901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -410901.812500 Penalty: 4242.931152
	Iteration 54Q: 3 clusters Score -410901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -410901.812500 Penalty: 4242.931152
	Iteration 55F: 3 clusters Score -410901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Entering Unmasked Estep 
Score: -1741230.625000 Penalty: 2467.691895
	Iteration 0F: 2 clusters Score -1741231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1726555.875000 Penalty: 4935.383789
	Iteration 0F: 3 clusters Score -1726556 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1732023.375000 Penalty: 4935.383789
	Iteration 1F: 3 clusters Score -1732023 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1732888.500000 Penalty: 4935.383789
	Iteration 2F: 3 clusters Score -1732888 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1733804.250000 Penalty: 4935.383789
	Iteration 3F: 3 clusters Score -1733804 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1734815.125000 Penalty: 4935.383789
	Iteration 4F: 3 clusters Score -1734815 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1735898.875000 Penalty: 4935.383789
	Iteration 5F: 3 clusters Score -1735899 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1737067.875000 Penalty: 4935.383789
	Iteration 6F: 3 clusters Score -1737068 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1738042.250000 Penalty: 4935.383789
	Iteration 7F: 3 clusters Score -1738042 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1738762.500000 Penalty: 4935.383789
	Iteration 8Q: 3 clusters Score -1738762 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1739167.125000 Penalty: 4935.383789
	Iteration 9Q: 3 clusters Score -1739167 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1739356.125000 Penalty: 4935.383789
	Iteration 10Q: 3 clusters Score -1739356 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1739449.250000 Penalty: 4935.383789
	Iteration 11Q: 3 clusters Score -1739449 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1739518.750000 Penalty: 4935.383789
	Iteration 12Q: 3 clusters Score -1739519 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1739562.750000 Penalty: 4935.383789
	Iteration 13Q: 3 clusters Score -1739563 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1739604.625000 Penalty: 4935.383789
	Iteration 14Q: 3 clusters Score -1739605 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1739625.250000 Penalty: 4935.383789
	Iteration 15Q: 3 clusters Score -1739625 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1739661.375000 Penalty: 4935.383789
	Iteration 16Q: 3 clusters Score -1739661 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1739683.000000 Penalty: 4935.383789
	Iteration 17Q: 3 clusters Score -1739683 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1739697.000000 Penalty: 4935.383789
	Iteration 18Q: 3 clusters Score -1739697 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1739718.625000 Penalty: 4935.383789
	Iteration 19Q: 3 clusters Score -1739719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1739726.875000 Penalty: 4935.383789
	Iteration 20F: 3 clusters Score -1739727 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1739745.750000 Penalty: 4935.383789
	Iteration 21Q: 3 clusters Score -1739746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1739770.250000 Penalty: 4935.383789
	Iteration 22Q: 3 clusters Score -1739770 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1739789.125000 Penalty: 4935.383789
	Iteration 23Q: 3 clusters Score -1739789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1739812.750000 Penalty: 4935.383789
	Iteration 24Q: 3 clusters Score -1739813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1739840.125000 Penalty: 4935.383789
	Iteration 25Q: 3 clusters Score -1739840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1739861.750000 Penalty: 4935.383789
	Iteration 26Q: 3 clusters Score -1739862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1739882.125000 Penalty: 4935.383789
	Iteration 27Q: 3 clusters Score -1739882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1739906.750000 Penalty: 4935.383789
	Iteration 28Q: 3 clusters Score -1739907 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1739927.250000 Penalty: 4935.383789
	Iteration 29Q: 3 clusters Score -1739927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1739944.875000 Penalty: 4935.383789
	Iteration 30Q: 3 clusters Score -1739945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1739970.250000 Penalty: 4935.383789
	Iteration 31Q: 3 clusters Score -1739970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1739990.375000 Penalty: 4935.383789
	Iteration 32Q: 3 clusters Score -1739990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1740012.250000 Penalty: 4935.383789
	Iteration 33Q: 3 clusters Score -1740012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1740031.250000 Penalty: 4935.383789
	Iteration 34Q: 3 clusters Score -1740031 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1740047.000000 Penalty: 4935.383789
	Iteration 35Q: 3 clusters Score -1740047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1740064.750000 Penalty: 4935.383789
	Iteration 36Q: 3 clusters Score -1740065 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1740081.375000 Penalty: 4935.383789
	Iteration 37Q: 3 clusters Score -1740081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1740098.875000 Penalty: 4935.383789
	Iteration 38Q: 3 clusters Score -1740099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1740106.125000 Penalty: 4935.383789
	Iteration 39Q: 3 clusters Score -1740106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1740121.875000 Penalty: 4935.383789
	Iteration 40F: 3 clusters Score -1740122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1740134.375000 Penalty: 4935.383789
	Iteration 41Q: 3 clusters Score -1740134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1740141.375000 Penalty: 4935.383789
	Iteration 42Q: 3 clusters Score -1740141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1740141.500000 Penalty: 4935.383789
	Iteration 43Q: 3 clusters Score -1740142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1740148.375000 Penalty: 4935.383789
	Iteration 44Q: 3 clusters Score -1740148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1740159.875000 Penalty: 4935.383789
	Iteration 45Q: 3 clusters Score -1740160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1740163.375000 Penalty: 4935.383789
	Iteration 46Q: 3 clusters Score -1740163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1740170.375000 Penalty: 4935.383789
	Iteration 47Q: 3 clusters Score -1740170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1740172.625000 Penalty: 4935.383789
	Iteration 48Q: 3 clusters Score -1740173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1740185.750000 Penalty: 4935.383789
	Iteration 49Q: 3 clusters Score -1740186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1740184.625000 Penalty: 4935.383789
	Iteration 50Q: 3 clusters Score -1740185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1740188.375000 Penalty: 4935.383789
	Iteration 51Q: 3 clusters Score -1740188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1740196.625000 Penalty: 4935.383789
	Iteration 52Q: 3 clusters Score -1740197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1740206.750000 Penalty: 4935.383789
	Iteration 53Q: 3 clusters Score -1740207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1740214.125000 Penalty: 4935.383789
	Iteration 54Q: 3 clusters Score -1740214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1740214.875000 Penalty: 4935.383789
	Iteration 55Q: 3 clusters Score -1740215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1740218.625000 Penalty: 4935.383789
	Iteration 56Q: 3 clusters Score -1740219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1740221.750000 Penalty: 4935.383789
	Iteration 57Q: 3 clusters Score -1740222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1740218.625000 Penalty: 4935.383789
	Iteration 58Q: 3 clusters Score -1740219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1740222.500000 Penalty: 4935.383789
	Iteration 59Q: 3 clusters Score -1740222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1740232.125000 Penalty: 4935.383789
	Iteration 60F: 3 clusters Score -1740232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1740238.125000 Penalty: 4935.383789
	Iteration 61Q: 3 clusters Score -1740238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1740244.250000 Penalty: 4935.383789
	Iteration 62Q: 3 clusters Score -1740244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1740249.500000 Penalty: 4935.383789
	Iteration 63Q: 3 clusters Score -1740250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1740252.250000 Penalty: 4935.383789
	Iteration 64Q: 3 clusters Score -1740252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1740253.125000 Penalty: 4935.383789
	Iteration 65Q: 3 clusters Score -1740253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1740256.375000 Penalty: 4935.383789
	Iteration 66Q: 3 clusters Score -1740256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1740258.750000 Penalty: 4935.383789
	Iteration 67Q: 3 clusters Score -1740259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1740264.375000 Penalty: 4935.383789
	Iteration 68Q: 3 clusters Score -1740264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1740266.500000 Penalty: 4935.383789
	Iteration 69Q: 3 clusters Score -1740266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1740268.625000 Penalty: 4935.383789
	Iteration 70Q: 3 clusters Score -1740269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1740278.625000 Penalty: 4935.383789
	Iteration 71Q: 3 clusters Score -1740279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1740278.125000 Penalty: 4935.383789
	Iteration 72Q: 3 clusters Score -1740278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1740280.500000 Penalty: 4935.383789
	Iteration 73Q: 3 clusters Score -1740280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1740277.375000 Penalty: 4935.383789
	Iteration 74Q: 3 clusters Score -1740277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1740286.125000 Penalty: 4935.383789
	Iteration 75Q: 3 clusters Score -1740286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1740284.250000 Penalty: 4935.383789
	Iteration 76Q: 3 clusters Score -1740284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1740286.625000 Penalty: 4935.383789
	Iteration 77Q: 3 clusters Score -1740287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1740295.750000 Penalty: 4935.383789
	Iteration 78Q: 3 clusters Score -1740296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1740290.375000 Penalty: 4935.383789
	Iteration 79Q: 3 clusters Score -1740290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1740291.625000 Penalty: 4935.383789
	Iteration 80F: 3 clusters Score -1740292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1740290.875000 Penalty: 4935.383789
	Iteration 81Q: 3 clusters Score -1740291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1740290.375000 Penalty: 4935.383789
	Iteration 82Q: 3 clusters Score -1740290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1740296.125000 Penalty: 4935.383789
	Iteration 83Q: 3 clusters Score -1740296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1740295.875000 Penalty: 4935.383789
	Iteration 84Q: 3 clusters Score -1740296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1740297.875000 Penalty: 4935.383789
	Iteration 85Q: 3 clusters Score -1740298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1740297.750000 Penalty: 4935.383789
	Iteration 86Q: 3 clusters Score -1740298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1740301.250000 Penalty: 4935.383789
	Iteration 87Q: 3 clusters Score -1740301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1740300.375000 Penalty: 4935.383789
	Iteration 88Q: 3 clusters Score -1740300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1740302.625000 Penalty: 4935.383789
	Iteration 89Q: 3 clusters Score -1740303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1740305.375000 Penalty: 4935.383789
	Iteration 90Q: 3 clusters Score -1740305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1740307.750000 Penalty: 4935.383789
	Iteration 91Q: 3 clusters Score -1740308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1740310.375000 Penalty: 4935.383789
	Iteration 92Q: 3 clusters Score -1740310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1740308.625000 Penalty: 4935.383789
	Iteration 93Q: 3 clusters Score -1740309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1740314.500000 Penalty: 4935.383789
	Iteration 94Q: 3 clusters Score -1740314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1740321.000000 Penalty: 4935.383789
	Iteration 95Q: 3 clusters Score -1740321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1740327.375000 Penalty: 4935.383789
	Iteration 96Q: 3 clusters Score -1740327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1740324.000000 Penalty: 4935.383789
	Iteration 97Q: 3 clusters Score -1740324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1740327.875000 Penalty: 4935.383789
	Iteration 98Q: 3 clusters Score -1740328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1740325.875000 Penalty: 4935.383789
	Iteration 99Q: 3 clusters Score -1740326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1740329.875000 Penalty: 4935.383789
	Iteration 100F: 3 clusters Score -1740330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1740329.125000 Penalty: 4935.383789
	Iteration 101Q: 3 clusters Score -1740329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1740332.375000 Penalty: 4935.383789
	Iteration 102Q: 3 clusters Score -1740332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1740332.250000 Penalty: 4935.383789
	Iteration 103Q: 3 clusters Score -1740332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1740326.125000 Penalty: 4935.383789
	Iteration 104Q: 3 clusters Score -1740326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1740329.250000 Penalty: 4935.383789
	Iteration 105Q: 3 clusters Score -1740329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1740330.500000 Penalty: 4935.383789
	Iteration 106Q: 3 clusters Score -1740330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1740329.250000 Penalty: 4935.383789
	Iteration 107Q: 3 clusters Score -1740329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1740328.625000 Penalty: 4935.383789
	Iteration 108Q: 3 clusters Score -1740329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1740330.125000 Penalty: 4935.383789
	Iteration 109Q: 3 clusters Score -1740330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1740331.125000 Penalty: 4935.383789
	Iteration 110Q: 3 clusters Score -1740331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1740331.125000 Penalty: 4935.383789
	Iteration 111Q: 3 clusters Score -1740331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1740335.625000 Penalty: 4935.383789
	Iteration 112Q: 3 clusters Score -1740336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1740334.625000 Penalty: 4935.383789
	Iteration 113Q: 3 clusters Score -1740335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1740340.000000 Penalty: 4935.383789
	Iteration 114Q: 3 clusters Score -1740340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1740336.250000 Penalty: 4935.383789
	Iteration 115Q: 3 clusters Score -1740336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1740336.000000 Penalty: 4935.383789
	Iteration 116Q: 3 clusters Score -1740336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1740340.750000 Penalty: 4935.383789
	Iteration 117Q: 3 clusters Score -1740341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1740347.500000 Penalty: 4935.383789
	Iteration 118Q: 3 clusters Score -1740348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1740348.000000 Penalty: 4935.383789
	Iteration 119Q: 3 clusters Score -1740348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1740354.750000 Penalty: 4935.383789
	Iteration 120F: 3 clusters Score -1740355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1740351.125000 Penalty: 4935.383789
	Iteration 121Q: 3 clusters Score -1740351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1740355.250000 Penalty: 4935.383789
	Iteration 122Q: 3 clusters Score -1740355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1740354.500000 Penalty: 4935.383789
	Iteration 123Q: 3 clusters Score -1740354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1740358.125000 Penalty: 4935.383789
	Iteration 124Q: 3 clusters Score -1740358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1740364.250000 Penalty: 4935.383789
	Iteration 125Q: 3 clusters Score -1740364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1740363.750000 Penalty: 4935.383789
	Iteration 126Q: 3 clusters Score -1740364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1740365.250000 Penalty: 4935.383789
	Iteration 127Q: 3 clusters Score -1740365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1740365.875000 Penalty: 4935.383789
	Iteration 128Q: 3 clusters Score -1740366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1740367.125000 Penalty: 4935.383789
	Iteration 129Q: 3 clusters Score -1740367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1740365.000000 Penalty: 4935.383789
	Iteration 130Q: 3 clusters Score -1740365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1740365.125000 Penalty: 4935.383789
	Iteration 131Q: 3 clusters Score -1740365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1740366.625000 Penalty: 4935.383789
	Iteration 132Q: 3 clusters Score -1740367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1740365.125000 Penalty: 4935.383789
	Iteration 133Q: 3 clusters Score -1740365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1740367.250000 Penalty: 4935.383789
	Iteration 134Q: 3 clusters Score -1740367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1740365.750000 Penalty: 4935.383789
	Iteration 135Q: 3 clusters Score -1740366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1740367.750000 Penalty: 4935.383789
	Iteration 136Q: 3 clusters Score -1740368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1740366.500000 Penalty: 4935.383789
	Iteration 137Q: 3 clusters Score -1740366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1740363.875000 Penalty: 4935.383789
	Iteration 138Q: 3 clusters Score -1740364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1740365.125000 Penalty: 4935.383789
	Iteration 139Q: 3 clusters Score -1740365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1740366.500000 Penalty: 4935.383789
	Iteration 140F: 3 clusters Score -1740366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1740362.500000 Penalty: 4935.383789
	Iteration 141Q: 3 clusters Score -1740362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1740366.250000 Penalty: 4935.383789
	Iteration 142Q: 3 clusters Score -1740366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1740363.750000 Penalty: 4935.383789
	Iteration 143Q: 3 clusters Score -1740364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1740366.875000 Penalty: 4935.383789
	Iteration 144Q: 3 clusters Score -1740367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1740366.875000 Penalty: 4935.383789
	Iteration 145F: 3 clusters Score -1740367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Entering Unmasked Estep 
Score: -4470457.500000 Penalty: 2710.033936
	Iteration 0F: 2 clusters Score -4470458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4432941.500000 Penalty: 5420.067871
	Iteration 0F: 3 clusters Score -4432942 nChanged 25939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4447948.500000 Penalty: 5420.067871
	Iteration 1F: 3 clusters Score -4447948 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4448931.000000 Penalty: 5420.067871
	Iteration 2Q: 3 clusters Score -4448931 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4450175.500000 Penalty: 5420.067871
	Iteration 3Q: 3 clusters Score -4450176 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4451779.500000 Penalty: 5420.067871
	Iteration 4F: 3 clusters Score -4451780 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4453729 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4455878 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4458315.000000 Penalty: 5420.067871
	Iteration 7F: 3 clusters Score -4458315 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4460636.500000 Penalty: 5420.067871
	Iteration 8F: 3 clusters Score -4460636 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4462358.500000 Penalty: 5420.067871
	Iteration 9Q: 3 clusters Score -4462358 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4463394.000000 Penalty: 5420.067871
	Iteration 10Q: 3 clusters Score -4463394 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4464024.500000 Penalty: 5420.067871
	Iteration 11Q: 3 clusters Score -4464024 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4464478.000000 Penalty: 5420.067871
	Iteration 12Q: 3 clusters Score -4464478 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4464824.500000 Penalty: 5420.067871
	Iteration 13Q: 3 clusters Score -4464824 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4465129.000000 Penalty: 5420.067871
	Iteration 14Q: 3 clusters Score -4465129 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -4465420.000000 Penalty: 5420.067871
	Iteration 15Q: 3 clusters Score -4465420 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -4465645.500000 Penalty: 5420.067871
	Iteration 16Q: 3 clusters Score -4465646 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -4465822.000000 Penalty: 5420.067871
	Iteration 17Q: 3 clusters Score -4465822 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -4465988.500000 Penalty: 5420.067871
	Iteration 18Q: 3 clusters Score -4465988 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -4466164.000000 Penalty: 5420.067871
	Iteration 19Q: 3 clusters Score -4466164 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -4466307.000000 Penalty: 5420.067871
	Iteration 20F: 3 clusters Score -4466307 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -4466441.000000 Penalty: 5420.067871
	Iteration 21Q: 3 clusters Score -4466441 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -4466590.000000 Penalty: 5420.067871
	Iteration 22Q: 3 clusters Score -4466590 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -4466719.500000 Penalty: 5420.067871
	Iteration 23Q: 3 clusters Score -4466720 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -4466811.500000 Penalty: 5420.067871
	Iteration 24Q: 3 clusters Score -4466812 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -4466918.000000 Penalty: 5420.067871
	Iteration 25Q: 3 clusters Score -4466918 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -4467004.000000 Penalty: 5420.067871
	Iteration 26Q: 3 clusters Score -4467004 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -4467103.500000 Penalty: 5420.067871
	Iteration 27Q: 3 clusters Score -4467104 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -4467202.500000 Penalty: 5420.067871
	Iteration 28Q: 3 clusters Score -4467202 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -4467295.500000 Penalty: 5420.067871
	Iteration 29Q: 3 clusters Score -4467296 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -4467392.000000 Penalty: 5420.067871
	Iteration 30Q: 3 clusters Score -4467392 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -4467478.500000 Penalty: 5420.067871
	Iteration 31Q: 3 clusters Score -4467478 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -4467557.000000 Penalty: 5420.067871
	Iteration 32Q: 3 clusters Score -4467557 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -4467647.000000 Penalty: 5420.067871
	Iteration 33Q: 3 clusters Score -4467647 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -4467745.000000 Penalty: 5420.067871
	Iteration 34Q: 3 clusters Score -4467745 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -4467831.000000 Penalty: 5420.067871
	Iteration 35Q: 3 clusters Score -4467831 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -4467899.500000 Penalty: 5420.067871
	Iteration 36Q: 3 clusters Score -4467900 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -4467955.000000 Penalty: 5420.067871
	Iteration 37Q: 3 clusters Score -4467955 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -4467971.000000 Penalty: 5420.067871
	Iteration 38Q: 3 clusters Score -4467971 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -4468005.500000 Penalty: 5420.067871
	Iteration 39Q: 3 clusters Score -4468006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -4468036.000000 Penalty: 5420.067871
	Iteration 40F: 3 clusters Score -4468036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -4468064.000000 Penalty: 5420.067871
	Iteration 41Q: 3 clusters Score -4468064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -4468100.000000 Penalty: 5420.067871
	Iteration 42Q: 3 clusters Score -4468100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -4468105.500000 Penalty: 5420.067871
	Iteration 43Q: 3 clusters Score -4468106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -4468131.500000 Penalty: 5420.067871
	Iteration 44Q: 3 clusters Score -4468132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -4468161.000000 Penalty: 5420.067871
	Iteration 45Q: 3 clusters Score -4468161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -4468182.500000 Penalty: 5420.067871
	Iteration 46Q: 3 clusters Score -4468182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -4468183.500000 Penalty: 5420.067871
	Iteration 47Q: 3 clusters Score -4468184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -4468202.500000 Penalty: 5420.067871
	Iteration 48Q: 3 clusters Score -4468202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -4468223.000000 Penalty: 5420.067871
	Iteration 49Q: 3 clusters Score -4468223 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -4468224.000000 Penalty: 5420.067871
	Iteration 50Q: 3 clusters Score -4468224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -4468227.000000 Penalty: 5420.067871
	Iteration 51Q: 3 clusters Score -4468227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -4468231.500000 Penalty: 5420.067871
	Iteration 52Q: 3 clusters Score -4468232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -4468238.500000 Penalty: 5420.067871
	Iteration 53Q: 3 clusters Score -4468238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -4468251.500000 Penalty: 5420.067871
	Iteration 54Q: 3 clusters Score -4468252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -4468268.000000 Penalty: 5420.067871
	Iteration 55Q: 3 clusters Score -4468268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -4468265.000000 Penalty: 5420.067871
	Iteration 56Q: 3 clusters Score -4468265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -4468268.000000 Penalty: 5420.067871
	Iteration 57Q: 3 clusters Score -4468268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -4468264.000000 Penalty: 5420.067871
	Iteration 58Q: 3 clusters Score -4468264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -4468264.500000 Penalty: 5420.067871
	Iteration 59Q: 3 clusters Score -4468264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -4468269.000000 Penalty: 5420.067871
	Iteration 60F: 3 clusters Score -4468269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -4468271.000000 Penalty: 5420.067871
	Iteration 61Q: 3 clusters Score -4468271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -4468264.500000 Penalty: 5420.067871
	Iteration 62Q: 3 clusters Score -4468264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -4468268.500000 Penalty: 5420.067871
	Iteration 63Q: 3 clusters Score -4468268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -4468271.000000 Penalty: 5420.067871
	Iteration 64Q: 3 clusters Score -4468271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -4468280.500000 Penalty: 5420.067871
	Iteration 65Q: 3 clusters Score -4468280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -4468282.500000 Penalty: 5420.067871
	Iteration 66Q: 3 clusters Score -4468282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -4468279.500000 Penalty: 5420.067871
	Iteration 67Q: 3 clusters Score -4468280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -4468278.500000 Penalty: 5420.067871
	Iteration 68Q: 3 clusters Score -4468278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -4468295.000000 Penalty: 5420.067871
	Iteration 69Q: 3 clusters Score -4468295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -4468302.500000 Penalty: 5420.067871
	Iteration 70Q: 3 clusters Score -4468302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -4468312.500000 Penalty: 5420.067871
	Iteration 71Q: 3 clusters Score -4468312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -4468311.000000 Penalty: 5420.067871
	Iteration 72Q: 3 clusters Score -4468311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -4468317.000000 Penalty: 5420.067871
	Iteration 73Q: 3 clusters Score -4468317 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -4468319.000000 Penalty: 5420.067871
	Iteration 74Q: 3 clusters Score -4468319 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -4468323.000000 Penalty: 5420.067871
	Iteration 75Q: 3 clusters Score -4468323 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4468323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -4468326.000000 Penalty: 5420.067871
	Iteration 77Q: 3 clusters Score -4468326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -4468330.500000 Penalty: 5420.067871
	Iteration 78Q: 3 clusters Score -4468330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -4468329.000000 Penalty: 5420.067871
	Iteration 79Q: 3 clusters Score -4468329 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -4468325.000000 Penalty: 5420.067871
	Iteration 80F: 3 clusters Score -4468325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -4468325.500000 Penalty: 5420.067871
	Iteration 81Q: 3 clusters Score -4468326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -4468320.000000 Penalty: 5420.067871
	Iteration 82Q: 3 clusters Score -4468320 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -4468328.000000 Penalty: 5420.067871
	Iteration 83Q: 3 clusters Score -4468328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -4468326.500000 Penalty: 5420.067871
	Iteration 84Q: 3 clusters Score -4468326 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4468325 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -4468321.500000 Penalty: 5420.067871
	Iteration 86Q: 3 clusters Score -4468322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4468327.500000 Penalty: 5420.067871
	Iteration 87Q: 3 clusters Score -4468328 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4468322 nChanged 5
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Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4468326 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -4468322.000000 Penalty: 5420.067871
	Iteration 90Q: 3 clusters Score -4468322 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -4468320.500000 Penalty: 5420.067871
	Iteration 91Q: 3 clusters Score -4468320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -4468322.500000 Penalty: 5420.067871
	Iteration 92Q: 3 clusters Score -4468322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4468321 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -4468326.500000 Penalty: 5420.067871
	Iteration 94Q: 3 clusters Score -4468326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -4468329.000000 Penalty: 5420.067871
	Iteration 95Q: 3 clusters Score -4468329 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4468328 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4468328 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4468326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -4468334.500000 Penalty: 5420.067871
	Iteration 99Q: 3 clusters Score -4468334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4468323.000000 Penalty: 5420.067871
	Iteration 100F: 3 clusters Score -4468323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -4468329.000000 Penalty: 5420.067871
	Iteration 101Q: 3 clusters Score -4468329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -4468332.000000 Penalty: 5420.067871
	Iteration 102Q: 3 clusters Score -4468332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -4468328.500000 Penalty: 5420.067871
	Iteration 103Q: 3 clusters Score -4468328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -4468330.000000 Penalty: 5420.067871
	Iteration 104Q: 3 clusters Score -4468330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -4468334.500000 Penalty: 5420.067871
	Iteration 105Q: 3 clusters Score -4468334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -4468336.000000 Penalty: 5420.067871
	Iteration 106Q: 3 clusters Score -4468336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -4468332.000000 Penalty: 5420.067871
	Iteration 107Q: 3 clusters Score -4468332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -4468328.500000 Penalty: 5420.067871
	Iteration 108Q: 3 clusters Score -4468328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -4468333.500000 Penalty: 5420.067871
	Iteration 109Q: 3 clusters Score -4468334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -4468340.000000 Penalty: 5420.067871
	Iteration 110Q: 3 clusters Score -4468340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -4468336.000000 Penalty: 5420.067871
	Iteration 111Q: 3 clusters Score -4468336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -4468340.000000 Penalty: 5420.067871
	Iteration 112Q: 3 clusters Score -4468340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -4468339.000000 Penalty: 5420.067871
	Iteration 113Q: 3 clusters Score -4468339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -4468343.500000 Penalty: 5420.067871
	Iteration 114Q: 3 clusters Score -4468344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -4468347.000000 Penalty: 5420.067871
	Iteration 115Q: 3 clusters Score -4468347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -4468342.500000 Penalty: 5420.067871
	Iteration 116Q: 3 clusters Score -4468342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -4468347.500000 Penalty: 5420.067871
	Iteration 117Q: 3 clusters Score -4468348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -4468346.000000 Penalty: 5420.067871
	Iteration 118Q: 3 clusters Score -4468346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -4468353.500000 Penalty: 5420.067871
	Iteration 119Q: 3 clusters Score -4468354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -4468353.000000 Penalty: 5420.067871
	Iteration 120F: 3 clusters Score -4468353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -4468352.000000 Penalty: 5420.067871
	Iteration 121Q: 3 clusters Score -4468352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -4468358.500000 Penalty: 5420.067871
	Iteration 122Q: 3 clusters Score -4468358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -4468363.000000 Penalty: 5420.067871
	Iteration 123Q: 3 clusters Score -4468363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -4468364.000000 Penalty: 5420.067871
	Iteration 124Q: 3 clusters Score -4468364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -4468369.000000 Penalty: 5420.067871
	Iteration 125Q: 3 clusters Score -4468369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -4468380.500000 Penalty: 5420.067871
	Iteration 126Q: 3 clusters Score -4468380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -4468382.500000 Penalty: 5420.067871
	Iteration 127Q: 3 clusters Score -4468382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4468382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -4468387.000000 Penalty: 5420.067871
	Iteration 129Q: 3 clusters Score -4468387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -4468391.000000 Penalty: 5420.067871
	Iteration 130Q: 3 clusters Score -4468391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -4468397.000000 Penalty: 5420.067871
	Iteration 131Q: 3 clusters Score -4468397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -4468400.500000 Penalty: 5420.067871
	Iteration 132Q: 3 clusters Score -4468400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -4468397.500000 Penalty: 5420.067871
	Iteration 133Q: 3 clusters Score -4468398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -4468400.500000 Penalty: 5420.067871
	Iteration 134Q: 3 clusters Score -4468400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -4468394.500000 Penalty: 5420.067871
	Iteration 135Q: 3 clusters Score -4468394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -4468397.500000 Penalty: 5420.067871
	Iteration 136Q: 3 clusters Score -4468398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -4468406.000000 Penalty: 5420.067871
	Iteration 137Q: 3 clusters Score -4468406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4468406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -4468406.500000 Penalty: 5420.067871
	Iteration 139Q: 3 clusters Score -4468406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -4468406.500000 Penalty: 5420.067871
	Iteration 140F: 3 clusters Score -4468406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -4468415.000000 Penalty: 5420.067871
	Iteration 141Q: 3 clusters Score -4468415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -4468400.500000 Penalty: 5420.067871
	Iteration 142Q: 3 clusters Score -4468400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -4468407.000000 Penalty: 5420.067871
	Iteration 143Q: 3 clusters Score -4468407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -4468417.000000 Penalty: 5420.067871
	Iteration 144Q: 3 clusters Score -4468417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -4468418.000000 Penalty: 5420.067871
	Iteration 145Q: 3 clusters Score -4468418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -4468418.500000 Penalty: 5420.067871
	Iteration 146Q: 3 clusters Score -4468418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -4468414.500000 Penalty: 5420.067871
	Iteration 147Q: 3 clusters Score -4468414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -4468411.000000 Penalty: 5420.067871
	Iteration 148Q: 3 clusters Score -4468411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -4468413.500000 Penalty: 5420.067871
	Iteration 149Q: 3 clusters Score -4468414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -4468414.500000 Penalty: 5420.067871
	Iteration 150Q: 3 clusters Score -4468414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -4468421.000000 Penalty: 5420.067871
	Iteration 151Q: 3 clusters Score -4468421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -4468431.000000 Penalty: 5420.067871
	Iteration 152Q: 3 clusters Score -4468431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -4468429.500000 Penalty: 5420.067871
	Iteration 153Q: 3 clusters Score -4468430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -4468429.000000 Penalty: 5420.067871
	Iteration 154Q: 3 clusters Score -4468429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -4468423.000000 Penalty: 5420.067871
	Iteration 155Q: 3 clusters Score -4468423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -4468432.500000 Penalty: 5420.067871
	Iteration 156Q: 3 clusters Score -4468432 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -4468437.000000 Penalty: 5420.067871
	Iteration 157Q: 3 clusters Score -4468437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -4468444.000000 Penalty: 5420.067871
	Iteration 158Q: 3 clusters Score -4468444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -4468446.500000 Penalty: 5420.067871
	Iteration 159Q: 3 clusters Score -4468446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -4468450.000000 Penalty: 5420.067871
	Iteration 160F: 3 clusters Score -4468450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -4468439.500000 Penalty: 5420.067871
	Iteration 161Q: 3 clusters Score -4468440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -4468445.000000 Penalty: 5420.067871
	Iteration 162Q: 3 clusters Score -4468445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -4468445.500000 Penalty: 5420.067871
	Iteration 163Q: 3 clusters Score -4468446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -4468445.500000 Penalty: 5420.067871
	Iteration 164Q: 3 clusters Score -4468446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -4468439.000000 Penalty: 5420.067871
	Iteration 165Q: 3 clusters Score -4468439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -4468446.500000 Penalty: 5420.067871
	Iteration 166Q: 3 clusters Score -4468446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4468446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -4468439.500000 Penalty: 5420.067871
	Iteration 168Q: 3 clusters Score -4468440 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -4468446.500000 Penalty: 5420.067871
	Iteration 169Q: 3 clusters Score -4468446 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -4468441.000000 Penalty: 5420.067871
	Iteration 170Q: 3 clusters Score -4468441 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -4468446.000000 Penalty: 5420.067871
	Iteration 171Q: 3 clusters Score -4468446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -4468443.500000 Penalty: 5420.067871
	Iteration 172Q: 3 clusters Score -4468444 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -4468444.000000 Penalty: 5420.067871
	Iteration 173Q: 3 clusters Score -4468444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -4468442.500000 Penalty: 5420.067871
	Iteration 174Q: 3 clusters Score -4468442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -4468441.000000 Penalty: 5420.067871
	Iteration 175Q: 3 clusters Score -4468441 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -4468442.500000 Penalty: 5420.067871
	Iteration 176Q: 3 clusters Score -4468442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -4468440.500000 Penalty: 5420.067871
	Iteration 177Q: 3 clusters Score -4468440 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4468439 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -4468445.000000 Penalty: 5420.067871
	Iteration 179Q: 3 clusters Score -4468445 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -4468445.500000 Penalty: 5420.067871
	Iteration 180F: 3 clusters Score -4468446 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2808 members 
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Entering Unmasked Estep 
Score: -4468444.000000 Penalty: 5420.067871
	Iteration 181Q: 3 clusters Score -4468444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
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Entering Unmasked Estep 
Score: -4468451.000000 Penalty: 5420.067871
	Iteration 182Q: 3 clusters Score -4468451 nChanged 3
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Mstep: Class 1 contains 2801 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4468448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
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Entering Unmasked Estep 
Score: -4468454.500000 Penalty: 5420.067871
	Iteration 184Q: 3 clusters Score -4468454 nChanged 7
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Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4468456 nChanged 10
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Mstep: Class 1 contains 2778 members 
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Entering Unmasked Estep 
Score: -4468452.500000 Penalty: 5420.067871
	Iteration 186Q: 3 clusters Score -4468452 nChanged 10
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Mstep: Class 1 contains 2768 members 
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Entering Unmasked Estep 
Score: -4468453.500000 Penalty: 5420.067871
	Iteration 187Q: 3 clusters Score -4468454 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4468450 nChanged 7
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	Iteration 189Q: 3 clusters Score -4468448 nChanged 5
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	Iteration 190Q: 3 clusters Score -4468450 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4468453 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2730 members 
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Entering Unmasked Estep 
Score: -4468459.000000 Penalty: 5420.067871
	Iteration 192Q: 3 clusters Score -4468459 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -4468467.500000 Penalty: 5420.067871
	Iteration 193Q: 3 clusters Score -4468468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -4468470.500000 Penalty: 5420.067871
	Iteration 194Q: 3 clusters Score -4468470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -4468472.500000 Penalty: 5420.067871
	Iteration 195Q: 3 clusters Score -4468472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -4468470.000000 Penalty: 5420.067871
	Iteration 196Q: 3 clusters Score -4468470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -4468465.500000 Penalty: 5420.067871
	Iteration 197Q: 3 clusters Score -4468466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -4468470.000000 Penalty: 5420.067871
	Iteration 198Q: 3 clusters Score -4468470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -4468471.000000 Penalty: 5420.067871
	Iteration 199Q: 3 clusters Score -4468471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -4468470.000000 Penalty: 5420.067871
	Iteration 200F: 3 clusters Score -4468470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -4468475.500000 Penalty: 5420.067871
	Iteration 201Q: 3 clusters Score -4468476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -4468479.500000 Penalty: 5420.067871
	Iteration 202Q: 3 clusters Score -4468480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -4468482.500000 Penalty: 5420.067871
	Iteration 203Q: 3 clusters Score -4468482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -4468477.500000 Penalty: 5420.067871
	Iteration 204Q: 3 clusters Score -4468478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -4468482.000000 Penalty: 5420.067871
	Iteration 205Q: 3 clusters Score -4468482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -4468487.500000 Penalty: 5420.067871
	Iteration 206Q: 3 clusters Score -4468488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -4468491.500000 Penalty: 5420.067871
	Iteration 207Q: 3 clusters Score -4468492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -4468491.000000 Penalty: 5420.067871
	Iteration 208Q: 3 clusters Score -4468491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -4468493.500000 Penalty: 5420.067871
	Iteration 209Q: 3 clusters Score -4468494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -4468491.000000 Penalty: 5420.067871
	Iteration 210Q: 3 clusters Score -4468491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -4468487.000000 Penalty: 5420.067871
	Iteration 211Q: 3 clusters Score -4468487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -4468488.500000 Penalty: 5420.067871
	Iteration 212Q: 3 clusters Score -4468488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -4468491.000000 Penalty: 5420.067871
	Iteration 213Q: 3 clusters Score -4468491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -4468483.000000 Penalty: 5420.067871
	Iteration 214Q: 3 clusters Score -4468483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -4468486.000000 Penalty: 5420.067871
	Iteration 215Q: 3 clusters Score -4468486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -4468490.000000 Penalty: 5420.067871
	Iteration 216Q: 3 clusters Score -4468490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -4468487.500000 Penalty: 5420.067871
	Iteration 217Q: 3 clusters Score -4468488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -4468489.500000 Penalty: 5420.067871
	Iteration 218Q: 3 clusters Score -4468490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -4468493.500000 Penalty: 5420.067871
	Iteration 219Q: 3 clusters Score -4468494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -4468490.000000 Penalty: 5420.067871
	Iteration 220F: 3 clusters Score -4468490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -4468492.500000 Penalty: 5420.067871
	Iteration 221Q: 3 clusters Score -4468492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -4468490.000000 Penalty: 5420.067871
	Iteration 222Q: 3 clusters Score -4468490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -4468493.500000 Penalty: 5420.067871
	Iteration 223Q: 3 clusters Score -4468494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -4468499.000000 Penalty: 5420.067871
	Iteration 224Q: 3 clusters Score -4468499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -4468488.000000 Penalty: 5420.067871
	Iteration 225Q: 3 clusters Score -4468488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -4468495.000000 Penalty: 5420.067871
	Iteration 226Q: 3 clusters Score -4468495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -4468492.500000 Penalty: 5420.067871
	Iteration 227Q: 3 clusters Score -4468492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -4468492.000000 Penalty: 5420.067871
	Iteration 228Q: 3 clusters Score -4468492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -4468495.500000 Penalty: 5420.067871
	Iteration 229Q: 3 clusters Score -4468496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -4468492.500000 Penalty: 5420.067871
	Iteration 230Q: 3 clusters Score -4468492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -4468491.000000 Penalty: 5420.067871
	Iteration 231Q: 3 clusters Score -4468491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -4468489.500000 Penalty: 5420.067871
	Iteration 232Q: 3 clusters Score -4468490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -4468495.500000 Penalty: 5420.067871
	Iteration 233Q: 3 clusters Score -4468496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -4468503.500000 Penalty: 5420.067871
	Iteration 234Q: 3 clusters Score -4468504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -4468502.000000 Penalty: 5420.067871
	Iteration 235Q: 3 clusters Score -4468502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -4468502.000000 Penalty: 5420.067871
	Iteration 236Q: 3 clusters Score -4468502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -4468502.000000 Penalty: 5420.067871
	Iteration 237F: 3 clusters Score -4468502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -53159.667969 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -53159.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51488.191406 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -51488.19 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51664.851562 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51664.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51713.894531 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -51713.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51737.113281 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -51737.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51751.570312 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -51751.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51757.515625 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -51757.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51760.925781 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -51760.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51765.277344 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -51765.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51767.175781 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -51767.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51767.175781 Penalty: 3218.645508
	Iteration 9F: 3 clusters Score -51767.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -118866.390625 Penalty: 1895.702515
	Iteration 0F: 2 clusters Score -118866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -116225.562500 Penalty: 3791.405029
	Iteration 0F: 3 clusters Score -116225.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -117055.523438 Penalty: 3791.405029
	Iteration 1F: 3 clusters Score -117055.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -117595.742188 Penalty: 3791.405029
	Iteration 2F: 3 clusters Score -117595.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -117929.984375 Penalty: 3791.405029
	Iteration 3F: 3 clusters Score -117930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -118131.187500 Penalty: 3791.405029
	Iteration 4F: 3 clusters Score -118131.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -118343.359375 Penalty: 3791.405029
	Iteration 5F: 3 clusters Score -118343.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -118444.906250 Penalty: 3791.405029
	Iteration 6Q: 3 clusters Score -118444.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -118505.664062 Penalty: 3791.405029
	Iteration 7Q: 3 clusters Score -118505.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -118536.484375 Penalty: 3791.405029
	Iteration 8Q: 3 clusters Score -118536.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -118555.750000 Penalty: 3791.405029
	Iteration 9Q: 3 clusters Score -118555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -118583.140625 Penalty: 3791.405029
	Iteration 10Q: 3 clusters Score -118583.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -118601.531250 Penalty: 3791.405029
	Iteration 11Q: 3 clusters Score -118601.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -118609.929688 Penalty: 3791.405029
	Iteration 12Q: 3 clusters Score -118609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -118621.539062 Penalty: 3791.405029
	Iteration 13Q: 3 clusters Score -118621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -118641.140625 Penalty: 3791.405029
	Iteration 14Q: 3 clusters Score -118641.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -118658.687500 Penalty: 3791.405029
	Iteration 15Q: 3 clusters Score -118658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -118670.375000 Penalty: 3791.405029
	Iteration 16Q: 3 clusters Score -118670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -118674.953125 Penalty: 3791.405029
	Iteration 17Q: 3 clusters Score -118675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -118676.531250 Penalty: 3791.405029
	Iteration 18Q: 3 clusters Score -118676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -118677.734375 Penalty: 3791.405029
	Iteration 19Q: 3 clusters Score -118677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -118680.171875 Penalty: 3791.405029
	Iteration 20F: 3 clusters Score -118680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -118680.726562 Penalty: 3791.405029
	Iteration 21Q: 3 clusters Score -118680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -118680.726562 Penalty: 3791.405029
	Iteration 22F: 3 clusters Score -118680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Entering Unmasked Estep 
Score: -1380697.500000 Penalty: 2411.819580
	Iteration 0F: 2 clusters Score -1380698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1368854.125000 Penalty: 4823.639160
	Iteration 0F: 3 clusters Score -1368854 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1372678.000000 Penalty: 4823.639160
	Iteration 1F: 3 clusters Score -1372678 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1373157.000000 Penalty: 4823.639160
	Iteration 2F: 3 clusters Score -1373157 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1373638.875000 Penalty: 4823.639160
	Iteration 3F: 3 clusters Score -1373639 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1374161.250000 Penalty: 4823.639160
	Iteration 4F: 3 clusters Score -1374161 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1374702.625000 Penalty: 4823.639160
	Iteration 5F: 3 clusters Score -1374703 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1375174.125000 Penalty: 4823.639160
	Iteration 6F: 3 clusters Score -1375174 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1375596.125000 Penalty: 4823.639160
	Iteration 7Q: 3 clusters Score -1375596 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1375941.500000 Penalty: 4823.639160
	Iteration 8Q: 3 clusters Score -1375942 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1376232.000000 Penalty: 4823.639160
	Iteration 9Q: 3 clusters Score -1376232 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1376488.875000 Penalty: 4823.639160
	Iteration 10Q: 3 clusters Score -1376489 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1376699.625000 Penalty: 4823.639160
	Iteration 11Q: 3 clusters Score -1376700 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1376925.750000 Penalty: 4823.639160
	Iteration 12Q: 3 clusters Score -1376926 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1377166.750000 Penalty: 4823.639160
	Iteration 13Q: 3 clusters Score -1377167 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1377425.875000 Penalty: 4823.639160
	Iteration 14Q: 3 clusters Score -1377426 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1377631.875000 Penalty: 4823.639160
	Iteration 15Q: 3 clusters Score -1377632 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1377826.375000 Penalty: 4823.639160
	Iteration 16Q: 3 clusters Score -1377826 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1378007.250000 Penalty: 4823.639160
	Iteration 17Q: 3 clusters Score -1378007 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1378170.875000 Penalty: 4823.639160
	Iteration 18Q: 3 clusters Score -1378171 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1378295.625000 Penalty: 4823.639160
	Iteration 19Q: 3 clusters Score -1378296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1378389.750000 Penalty: 4823.639160
	Iteration 20F: 3 clusters Score -1378390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1378467.000000 Penalty: 4823.639160
	Iteration 21Q: 3 clusters Score -1378467 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1378537.750000 Penalty: 4823.639160
	Iteration 22Q: 3 clusters Score -1378538 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1378597.875000 Penalty: 4823.639160
	Iteration 23Q: 3 clusters Score -1378598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1378623.875000 Penalty: 4823.639160
	Iteration 24Q: 3 clusters Score -1378624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1378645.750000 Penalty: 4823.639160
	Iteration 25Q: 3 clusters Score -1378646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1378658.250000 Penalty: 4823.639160
	Iteration 26Q: 3 clusters Score -1378658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1378673.375000 Penalty: 4823.639160
	Iteration 27Q: 3 clusters Score -1378673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1378680.750000 Penalty: 4823.639160
	Iteration 28Q: 3 clusters Score -1378681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1378689.000000 Penalty: 4823.639160
	Iteration 29Q: 3 clusters Score -1378689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1378695.000000 Penalty: 4823.639160
	Iteration 30Q: 3 clusters Score -1378695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1378696.000000 Penalty: 4823.639160
	Iteration 31Q: 3 clusters Score -1378696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1378704.000000 Penalty: 4823.639160
	Iteration 32Q: 3 clusters Score -1378704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1378704.500000 Penalty: 4823.639160
	Iteration 33Q: 3 clusters Score -1378704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1378707.625000 Penalty: 4823.639160
	Iteration 34Q: 3 clusters Score -1378708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1378710.125000 Penalty: 4823.639160
	Iteration 35Q: 3 clusters Score -1378710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1378716.000000 Penalty: 4823.639160
	Iteration 36Q: 3 clusters Score -1378716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1378719.625000 Penalty: 4823.639160
	Iteration 37Q: 3 clusters Score -1378720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1378724.250000 Penalty: 4823.639160
	Iteration 38Q: 3 clusters Score -1378724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1378727.125000 Penalty: 4823.639160
	Iteration 39Q: 3 clusters Score -1378727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1378729.250000 Penalty: 4823.639160
	Iteration 40F: 3 clusters Score -1378729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1378732.750000 Penalty: 4823.639160
	Iteration 41Q: 3 clusters Score -1378733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1378741.750000 Penalty: 4823.639160
	Iteration 42Q: 3 clusters Score -1378742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1378743.250000 Penalty: 4823.639160
	Iteration 43Q: 3 clusters Score -1378743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1378744.500000 Penalty: 4823.639160
	Iteration 44Q: 3 clusters Score -1378744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1378743.875000 Penalty: 4823.639160
	Iteration 45Q: 3 clusters Score -1378744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1378745.875000 Penalty: 4823.639160
	Iteration 46Q: 3 clusters Score -1378746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1378745.875000 Penalty: 4823.639160
	Iteration 47F: 3 clusters Score -1378746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Entering Unmasked Estep 
Score: -4654813.000000 Penalty: 2715.516846
	Iteration 0F: 2 clusters Score -4654813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4616558.500000 Penalty: 5431.033691
	Iteration 0F: 3 clusters Score -4616558 nChanged 26471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4631556.500000 Penalty: 5431.033691
	Iteration 1F: 3 clusters Score -4631556 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4632323.500000 Penalty: 5431.033691
	Iteration 2Q: 3 clusters Score -4632324 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4633212.000000 Penalty: 5431.033691
	Iteration 3Q: 3 clusters Score -4633212 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4634378.000000 Penalty: 5431.033691
	Iteration 4Q: 3 clusters Score -4634378 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4636084.000000 Penalty: 5431.033691
	Iteration 5F: 3 clusters Score -4636084 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4638558.000000 Penalty: 5431.033691
	Iteration 6F: 3 clusters Score -4638558 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -4641620.500000 Penalty: 5431.033691
	Iteration 7F: 3 clusters Score -4641620 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4644685.500000 Penalty: 5431.033691
	Iteration 8F: 3 clusters Score -4644686 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4647420.500000 Penalty: 5431.033691
	Iteration 9F: 3 clusters Score -4647420 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4649389.000000 Penalty: 5431.033691
	Iteration 10Q: 3 clusters Score -4649389 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4650771.000000 Penalty: 5431.033691
	Iteration 11Q: 3 clusters Score -4650771 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4651534.500000 Penalty: 5431.033691
	Iteration 12Q: 3 clusters Score -4651534 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4651952.500000 Penalty: 5431.033691
	Iteration 13Q: 3 clusters Score -4651952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4652146.500000 Penalty: 5431.033691
	Iteration 14Q: 3 clusters Score -4652146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4652241.000000 Penalty: 5431.033691
	Iteration 15Q: 3 clusters Score -4652241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4652320.000000 Penalty: 5431.033691
	Iteration 16Q: 3 clusters Score -4652320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4652363.000000 Penalty: 5431.033691
	Iteration 17Q: 3 clusters Score -4652363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4652398.500000 Penalty: 5431.033691
	Iteration 18Q: 3 clusters Score -4652398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4652425.500000 Penalty: 5431.033691
	Iteration 19Q: 3 clusters Score -4652426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4652441.500000 Penalty: 5431.033691
	Iteration 20F: 3 clusters Score -4652442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4652466.500000 Penalty: 5431.033691
	Iteration 21Q: 3 clusters Score -4652466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4652482.500000 Penalty: 5431.033691
	Iteration 22Q: 3 clusters Score -4652482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4652500.000000 Penalty: 5431.033691
	Iteration 23Q: 3 clusters Score -4652500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4652510.500000 Penalty: 5431.033691
	Iteration 24Q: 3 clusters Score -4652510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4652510.500000 Penalty: 5431.033691
	Iteration 25Q: 3 clusters Score -4652510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4652510.500000 Penalty: 5431.033691
	Iteration 26Q: 3 clusters Score -4652510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4652516.000000 Penalty: 5431.033691
	Iteration 27Q: 3 clusters Score -4652516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4652517.500000 Penalty: 5431.033691
	Iteration 28Q: 3 clusters Score -4652518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4652520.000000 Penalty: 5431.033691
	Iteration 29Q: 3 clusters Score -4652520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4652520.000000 Penalty: 5431.033691
	Iteration 30Q: 3 clusters Score -4652520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4652520.500000 Penalty: 5431.033691
	Iteration 31Q: 3 clusters Score -4652520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4652523.500000 Penalty: 5431.033691
	Iteration 32Q: 3 clusters Score -4652524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4652523.500000 Penalty: 5431.033691
	Iteration 33F: 3 clusters Score -4652524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -192716.781250 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -192716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -189829.781250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -189829.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -190510.328125 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -190510.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -190747.171875 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -190747.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -190925.312500 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -190925.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -191055.531250 Penalty: 3871.515381
	Iteration 4Q: 3 clusters Score -191055.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -191171.796875 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -191171.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -191272.937500 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -191272.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -191332.562500 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -191332.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -191379.000000 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -191379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -191420.203125 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -191420.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -191465.578125 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -191465.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -191505.468750 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -191505.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -191533.015625 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -191533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -191551.187500 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -191551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -191567.453125 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -191567.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -191581.812500 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -191581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -191590.578125 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -191590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -191600.703125 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -191600.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -191612.796875 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -191612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -191625.843750 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -191625.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -191639.500000 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -191639.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -191649.187500 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -191649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -191656.125000 Penalty: 3871.515381
	Iteration 22Q: 3 clusters Score -191656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -191662.187500 Penalty: 3871.515381
	Iteration 23Q: 3 clusters Score -191662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -191665.656250 Penalty: 3871.515381
	Iteration 24Q: 3 clusters Score -191665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -191668.781250 Penalty: 3871.515381
	Iteration 25Q: 3 clusters Score -191668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -191673.359375 Penalty: 3871.515381
	Iteration 26Q: 3 clusters Score -191673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -191677.421875 Penalty: 3871.515381
	Iteration 27Q: 3 clusters Score -191677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -191682.265625 Penalty: 3871.515381
	Iteration 28Q: 3 clusters Score -191682.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -191687.921875 Penalty: 3871.515381
	Iteration 29Q: 3 clusters Score -191687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -191694.625000 Penalty: 3871.515381
	Iteration 30Q: 3 clusters Score -191694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -191700.796875 Penalty: 3871.515381
	Iteration 31Q: 3 clusters Score -191700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -191704.156250 Penalty: 3871.515381
	Iteration 32Q: 3 clusters Score -191704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -191707.453125 Penalty: 3871.515381
	Iteration 33Q: 3 clusters Score -191707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -191710.937500 Penalty: 3871.515381
	Iteration 34Q: 3 clusters Score -191710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -191714.031250 Penalty: 3871.515381
	Iteration 35Q: 3 clusters Score -191714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -191719.578125 Penalty: 3871.515381
	Iteration 36Q: 3 clusters Score -191719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -191724.812500 Penalty: 3871.515381
	Iteration 37Q: 3 clusters Score -191724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -191728.937500 Penalty: 3871.515381
	Iteration 38Q: 3 clusters Score -191728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -191731.421875 Penalty: 3871.515381
	Iteration 39Q: 3 clusters Score -191731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -191732.468750 Penalty: 3871.515381
	Iteration 40F: 3 clusters Score -191732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -191733.203125 Penalty: 3871.515381
	Iteration 41Q: 3 clusters Score -191733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -191733.625000 Penalty: 3871.515381
	Iteration 42Q: 3 clusters Score -191733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -191734.078125 Penalty: 3871.515381
	Iteration 43Q: 3 clusters Score -191734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -191734.656250 Penalty: 3871.515381
	Iteration 44Q: 3 clusters Score -191734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -191735.687500 Penalty: 3871.515381
	Iteration 45Q: 3 clusters Score -191735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -191735.812500 Penalty: 3871.515381
	Iteration 46Q: 3 clusters Score -191735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -191735.812500 Penalty: 3871.515381
	Iteration 47F: 3 clusters Score -191735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -135222.171875 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -135222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -132815.859375 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -132815.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -133272.968750 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -133273 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -133417.046875 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -133417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133496.562500 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -133496.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -133549.187500 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -133549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -133579.312500 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -133579.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133598.765625 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -133598.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -133621.062500 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -133621.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133631.890625 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -133631.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -133646.875000 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -133646.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -133660.781250 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -133660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -133672.453125 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -133672.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133689.171875 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -133689.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133705.718750 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -133705.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -133718.015625 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -133718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133724.484375 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -133724.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -133731.609375 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -133731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133737.125000 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -133737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -133742.656250 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -133742.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133750.406250 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -133750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -133753.921875 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -133753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133757.937500 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -133757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133763.203125 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -133763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133766.265625 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -133766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133769.312500 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -133769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -133774.890625 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -133774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133782.593750 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -133782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -133789.281250 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -133789.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133800.859375 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -133800.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133809.796875 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -133809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -133814.531250 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -133814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133818.968750 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -133819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133819.718750 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -133819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -133821.578125 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -133821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -133822.343750 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -133822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -133823.203125 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -133823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133827.250000 Penalty: 3690.021484
	Iteration 36Q: 3 clusters Score -133827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -133830.875000 Penalty: 3690.021484
	Iteration 37Q: 3 clusters Score -133830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133833.562500 Penalty: 3690.021484
	Iteration 38Q: 3 clusters Score -133833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133834.578125 Penalty: 3690.021484
	Iteration 39Q: 3 clusters Score -133834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133836.625000 Penalty: 3690.021484
	Iteration 40F: 3 clusters Score -133836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -133839.437500 Penalty: 3690.021484
	Iteration 41Q: 3 clusters Score -133839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -133841.343750 Penalty: 3690.021484
	Iteration 42Q: 3 clusters Score -133841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -133841.781250 Penalty: 3690.021484
	Iteration 43Q: 3 clusters Score -133841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -133841.781250 Penalty: 3690.021484
	Iteration 44F: 3 clusters Score -133841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -109876.539062 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -109876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -107504.062500 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -107504.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108006.132812 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -108006.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108202.234375 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -108202.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -108329.664062 Penalty: 3668.582275
	Iteration 3F: 3 clusters Score -108329.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -108430.656250 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -108430.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -108513.476562 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -108513.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108598.875000 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -108598.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -108675.757812 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -108675.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -108731.054688 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -108731.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -108789.851562 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -108789.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -108820.757812 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -108820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -108838.281250 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -108838.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -108858.984375 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -108859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -108881.390625 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -108881.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -108896.539062 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -108896.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108903.078125 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -108903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108908.281250 Penalty: 3668.582275
	Iteration 16Q: 3 clusters Score -108908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108913.093750 Penalty: 3668.582275
	Iteration 17Q: 3 clusters Score -108913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -108916.054688 Penalty: 3668.582275
	Iteration 18Q: 3 clusters Score -108916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108919.820312 Penalty: 3668.582275
	Iteration 19Q: 3 clusters Score -108919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108924.539062 Penalty: 3668.582275
	Iteration 20F: 3 clusters Score -108924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108925.335938 Penalty: 3668.582275
	Iteration 21Q: 3 clusters Score -108925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108925.335938 Penalty: 3668.582275
	Iteration 22F: 3 clusters Score -108925.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -115314.882812 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115314.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115744.671875 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115744.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -115872.968750 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -115873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115940.093750 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -115940.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -116006.257812 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -116006.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -116097.414062 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -116097.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116201.523438 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -116201.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116297.820312 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -116297.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -116406.875000 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -116406.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116491.539062 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -116491.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116546.757812 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -116546.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116613.210938 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -116613.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116698.390625 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -116698.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -116830.070312 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -116830.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116918.257812 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -116918.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -116974.898438 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -116974.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117016.890625 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -117016.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117041.406250 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -117041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117057.867188 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -117057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117067.070312 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -117067.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117094.125000 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -117094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -117103.671875 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -117103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -117111.289062 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -117111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -117115.476562 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -117115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -117119.718750 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -117119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117122.648438 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -117122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -117125.539062 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -117125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -117130.265625 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -117130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117135.078125 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -117135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117142.062500 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -117142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117149.031250 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -117149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117156.273438 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -117156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -117161.882812 Penalty: 3631.965088
	Iteration 32Q: 3 clusters Score -117161.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -117167.156250 Penalty: 3631.965088
	Iteration 33Q: 3 clusters Score -117167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117170.906250 Penalty: 3631.965088
	Iteration 34Q: 3 clusters Score -117170.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -117173.953125 Penalty: 3631.965088
	Iteration 35Q: 3 clusters Score -117174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -117177.156250 Penalty: 3631.965088
	Iteration 36Q: 3 clusters Score -117177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117179.359375 Penalty: 3631.965088
	Iteration 37Q: 3 clusters Score -117179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117179.898438 Penalty: 3631.965088
	Iteration 38Q: 3 clusters Score -117179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -117179.898438 Penalty: 3631.965088
	Iteration 39F: 3 clusters Score -117179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Entering Unmasked Estep 
Score: -5098824.000000 Penalty: 2733.678955
	Iteration 0F: 2 clusters Score -5098824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5057501.000000 Penalty: 5467.357910
	Iteration 0F: 3 clusters Score -5057501 nChanged 28667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5073449.000000 Penalty: 5467.357910
	Iteration 1F: 3 clusters Score -5073449 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -5074025.000000 Penalty: 5467.357910
	Iteration 2Q: 3 clusters Score -5074025 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -5074739.000000 Penalty: 5467.357910
	Iteration 3Q: 3 clusters Score -5074739 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5075672.500000 Penalty: 5467.357910
	Iteration 4Q: 3 clusters Score -5075672 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5076885.000000 Penalty: 5467.357910
	Iteration 5Q: 3 clusters Score -5076885 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5078521.000000 Penalty: 5467.357910
	Iteration 6Q: 3 clusters Score -5078521 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5080368.000000 Penalty: 5467.357910
	Iteration 7F: 3 clusters Score -5080368 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5082305.500000 Penalty: 5467.357910
	Iteration 8F: 3 clusters Score -5082306 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5083786.500000 Penalty: 5467.357910
	Iteration 9F: 3 clusters Score -5083786 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -5084763.000000 Penalty: 5467.357910
	Iteration 10Q: 3 clusters Score -5084763 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -5085356.000000 Penalty: 5467.357910
	Iteration 11Q: 3 clusters Score -5085356 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5085839.500000 Penalty: 5467.357910
	Iteration 12Q: 3 clusters Score -5085840 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -5086189.500000 Penalty: 5467.357910
	Iteration 13Q: 3 clusters Score -5086190 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5086493.000000 Penalty: 5467.357910
	Iteration 14Q: 3 clusters Score -5086493 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5086828.500000 Penalty: 5467.357910
	Iteration 15Q: 3 clusters Score -5086828 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -5087234.500000 Penalty: 5467.357910
	Iteration 16Q: 3 clusters Score -5087234 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -5087709.500000 Penalty: 5467.357910
	Iteration 17Q: 3 clusters Score -5087710 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5088216.000000 Penalty: 5467.357910
	Iteration 18Q: 3 clusters Score -5088216 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -5088881.000000 Penalty: 5467.357910
	Iteration 19Q: 3 clusters Score -5088881 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5089646.000000 Penalty: 5467.357910
	Iteration 20F: 3 clusters Score -5089646 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5090460.500000 Penalty: 5467.357910
	Iteration 21Q: 3 clusters Score -5090460 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -5091345.000000 Penalty: 5467.357910
	Iteration 22Q: 3 clusters Score -5091345 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -5092287.000000 Penalty: 5467.357910
	Iteration 23Q: 3 clusters Score -5092287 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5093192.500000 Penalty: 5467.357910
	Iteration 24Q: 3 clusters Score -5093192 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -5094038.000000 Penalty: 5467.357910
	Iteration 25Q: 3 clusters Score -5094038 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5094682.000000 Penalty: 5467.357910
	Iteration 26Q: 3 clusters Score -5094682 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5095181.500000 Penalty: 5467.357910
	Iteration 27Q: 3 clusters Score -5095182 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5095610.000000 Penalty: 5467.357910
	Iteration 28Q: 3 clusters Score -5095610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5095888.000000 Penalty: 5467.357910
	Iteration 29Q: 3 clusters Score -5095888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5096095.500000 Penalty: 5467.357910
	Iteration 30Q: 3 clusters Score -5096096 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5096220.500000 Penalty: 5467.357910
	Iteration 31Q: 3 clusters Score -5096220 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5096299.000000 Penalty: 5467.357910
	Iteration 32Q: 3 clusters Score -5096299 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5096379.000000 Penalty: 5467.357910
	Iteration 33Q: 3 clusters Score -5096379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5096429.000000 Penalty: 5467.357910
	Iteration 34Q: 3 clusters Score -5096429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5096455.500000 Penalty: 5467.357910
	Iteration 35Q: 3 clusters Score -5096456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5096490.500000 Penalty: 5467.357910
	Iteration 36Q: 3 clusters Score -5096490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5096506.500000 Penalty: 5467.357910
	Iteration 37Q: 3 clusters Score -5096506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5096530.000000 Penalty: 5467.357910
	Iteration 38Q: 3 clusters Score -5096530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5096539.000000 Penalty: 5467.357910
	Iteration 39Q: 3 clusters Score -5096539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5096561.500000 Penalty: 5467.357910
	Iteration 40F: 3 clusters Score -5096562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5096569.000000 Penalty: 5467.357910
	Iteration 41Q: 3 clusters Score -5096569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5096572.000000 Penalty: 5467.357910
	Iteration 42Q: 3 clusters Score -5096572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5096587.000000 Penalty: 5467.357910
	Iteration 43Q: 3 clusters Score -5096587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5096579.500000 Penalty: 5467.357910
	Iteration 44Q: 3 clusters Score -5096580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5096585.500000 Penalty: 5467.357910
	Iteration 45Q: 3 clusters Score -5096586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5096590.500000 Penalty: 5467.357910
	Iteration 46Q: 3 clusters Score -5096590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5096590.500000 Penalty: 5467.357910
	Iteration 47Q: 3 clusters Score -5096590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5096590.500000 Penalty: 5467.357910
	Iteration 48F: 3 clusters Score -5096590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -875828.625000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -875828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -866711.375000 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -866711.4 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -869839.625000 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -869839.6 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -870516.437500 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -870516.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -871142.812500 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -871142.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -871932.625000 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -871932.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -872895.375000 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -872895.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -873559.375000 Penalty: 4669.432617
	Iteration 6F: 3 clusters Score -873559.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -873936.375000 Penalty: 4669.432617
	Iteration 7F: 3 clusters Score -873936.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -874161.937500 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -874161.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -874312.625000 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -874312.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -874413.625000 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -874413.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -874495.625000 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -874495.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -874549.125000 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -874549.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -874573.812500 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -874573.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -874590.437500 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -874590.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -874603.125000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -874603.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -874611.437500 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -874611.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -874618.937500 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -874618.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -874621.562500 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -874621.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -874625.250000 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -874625.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -874627.812500 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -874627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -874629.750000 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -874629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -874630.437500 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -874630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -874630.125000 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -874630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -874631.375000 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -874631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -874633.312500 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -874633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -874634.250000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -874634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -874633.812500 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -874633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -874633.875000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -874633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -874635.812500 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -874635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -874633.437500 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -874633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -874633.437500 Penalty: 4669.432617
	Iteration 31F: 3 clusters Score -874633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Entering Unmasked Estep 
Score: -1316507.250000 Penalty: 2396.488770
	Iteration 0F: 2 clusters Score -1316507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1305197.625000 Penalty: 4792.977539
	Iteration 0F: 3 clusters Score -1305198 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1308905.125000 Penalty: 4792.977539
	Iteration 1F: 3 clusters Score -1308905 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1309307.125000 Penalty: 4792.977539
	Iteration 2F: 3 clusters Score -1309307 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1309651.375000 Penalty: 4792.977539
	Iteration 3F: 3 clusters Score -1309651 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1309954.000000 Penalty: 4792.977539
	Iteration 4Q: 3 clusters Score -1309954 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1310249.625000 Penalty: 4792.977539
	Iteration 5Q: 3 clusters Score -1310250 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1310582.250000 Penalty: 4792.977539
	Iteration 6Q: 3 clusters Score -1310582 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1310931.000000 Penalty: 4792.977539
	Iteration 7Q: 3 clusters Score -1310931 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1311307.625000 Penalty: 4792.977539
	Iteration 8Q: 3 clusters Score -1311308 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1311736.000000 Penalty: 4792.977539
	Iteration 9Q: 3 clusters Score -1311736 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1312100.875000 Penalty: 4792.977539
	Iteration 10Q: 3 clusters Score -1312101 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1312402.375000 Penalty: 4792.977539
	Iteration 11Q: 3 clusters Score -1312402 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1312685.250000 Penalty: 4792.977539
	Iteration 12Q: 3 clusters Score -1312685 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1312922.500000 Penalty: 4792.977539
	Iteration 13Q: 3 clusters Score -1312922 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1313133.125000 Penalty: 4792.977539
	Iteration 14Q: 3 clusters Score -1313133 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1313301.500000 Penalty: 4792.977539
	Iteration 15Q: 3 clusters Score -1313302 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1313459.500000 Penalty: 4792.977539
	Iteration 16Q: 3 clusters Score -1313460 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1313613.750000 Penalty: 4792.977539
	Iteration 17Q: 3 clusters Score -1313614 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1313742.625000 Penalty: 4792.977539
	Iteration 18Q: 3 clusters Score -1313743 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1313860.500000 Penalty: 4792.977539
	Iteration 19Q: 3 clusters Score -1313860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1313995.750000 Penalty: 4792.977539
	Iteration 20F: 3 clusters Score -1313996 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1314147.500000 Penalty: 4792.977539
	Iteration 21Q: 3 clusters Score -1314148 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1314299.500000 Penalty: 4792.977539
	Iteration 22Q: 3 clusters Score -1314300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1314441.125000 Penalty: 4792.977539
	Iteration 23Q: 3 clusters Score -1314441 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1314558.750000 Penalty: 4792.977539
	Iteration 24Q: 3 clusters Score -1314559 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1314649.625000 Penalty: 4792.977539
	Iteration 25Q: 3 clusters Score -1314650 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1314725.000000 Penalty: 4792.977539
	Iteration 26Q: 3 clusters Score -1314725 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1314785.500000 Penalty: 4792.977539
	Iteration 27Q: 3 clusters Score -1314786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1314816.875000 Penalty: 4792.977539
	Iteration 28Q: 3 clusters Score -1314817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1314848.500000 Penalty: 4792.977539
	Iteration 29Q: 3 clusters Score -1314848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1314873.250000 Penalty: 4792.977539
	Iteration 30Q: 3 clusters Score -1314873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1314896.875000 Penalty: 4792.977539
	Iteration 31Q: 3 clusters Score -1314897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1314924.000000 Penalty: 4792.977539
	Iteration 32Q: 3 clusters Score -1314924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1314938.875000 Penalty: 4792.977539
	Iteration 33Q: 3 clusters Score -1314939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1314954.125000 Penalty: 4792.977539
	Iteration 34Q: 3 clusters Score -1314954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1314964.250000 Penalty: 4792.977539
	Iteration 35Q: 3 clusters Score -1314964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1314975.375000 Penalty: 4792.977539
	Iteration 36Q: 3 clusters Score -1314975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1314978.500000 Penalty: 4792.977539
	Iteration 37Q: 3 clusters Score -1314978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1314994.500000 Penalty: 4792.977539
	Iteration 38Q: 3 clusters Score -1314994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1315003.750000 Penalty: 4792.977539
	Iteration 39Q: 3 clusters Score -1315004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1315006.625000 Penalty: 4792.977539
	Iteration 40F: 3 clusters Score -1315007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1315015.250000 Penalty: 4792.977539
	Iteration 41Q: 3 clusters Score -1315015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1315019.375000 Penalty: 4792.977539
	Iteration 42Q: 3 clusters Score -1315019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1315027.875000 Penalty: 4792.977539
	Iteration 43Q: 3 clusters Score -1315028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1315033.250000 Penalty: 4792.977539
	Iteration 44Q: 3 clusters Score -1315033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1315038.625000 Penalty: 4792.977539
	Iteration 45Q: 3 clusters Score -1315039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1315042.125000 Penalty: 4792.977539
	Iteration 46Q: 3 clusters Score -1315042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1315047.750000 Penalty: 4792.977539
	Iteration 47Q: 3 clusters Score -1315048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1315054.125000 Penalty: 4792.977539
	Iteration 48Q: 3 clusters Score -1315054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1315058.500000 Penalty: 4792.977539
	Iteration 49Q: 3 clusters Score -1315058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1315064.000000 Penalty: 4792.977539
	Iteration 50Q: 3 clusters Score -1315064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1315075.875000 Penalty: 4792.977539
	Iteration 51Q: 3 clusters Score -1315076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1315080.000000 Penalty: 4792.977539
	Iteration 52Q: 3 clusters Score -1315080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1315084.500000 Penalty: 4792.977539
	Iteration 53Q: 3 clusters Score -1315084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1315094.375000 Penalty: 4792.977539
	Iteration 54Q: 3 clusters Score -1315094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1315102.625000 Penalty: 4792.977539
	Iteration 55Q: 3 clusters Score -1315103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1315107.875000 Penalty: 4792.977539
	Iteration 56Q: 3 clusters Score -1315108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1315119.750000 Penalty: 4792.977539
	Iteration 57Q: 3 clusters Score -1315120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1315126.375000 Penalty: 4792.977539
	Iteration 58Q: 3 clusters Score -1315126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1315128.000000 Penalty: 4792.977539
	Iteration 59Q: 3 clusters Score -1315128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1315133.375000 Penalty: 4792.977539
	Iteration 60F: 3 clusters Score -1315133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1315140.000000 Penalty: 4792.977539
	Iteration 61Q: 3 clusters Score -1315140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1315146.750000 Penalty: 4792.977539
	Iteration 62Q: 3 clusters Score -1315147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1315148.750000 Penalty: 4792.977539
	Iteration 63Q: 3 clusters Score -1315149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1315155.000000 Penalty: 4792.977539
	Iteration 64Q: 3 clusters Score -1315155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1315153.250000 Penalty: 4792.977539
	Iteration 65Q: 3 clusters Score -1315153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1315157.000000 Penalty: 4792.977539
	Iteration 66Q: 3 clusters Score -1315157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1315163.250000 Penalty: 4792.977539
	Iteration 67Q: 3 clusters Score -1315163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1315168.125000 Penalty: 4792.977539
	Iteration 68Q: 3 clusters Score -1315168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1315173.750000 Penalty: 4792.977539
	Iteration 69Q: 3 clusters Score -1315174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1315176.625000 Penalty: 4792.977539
	Iteration 70Q: 3 clusters Score -1315177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1315182.250000 Penalty: 4792.977539
	Iteration 71Q: 3 clusters Score -1315182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1315187.000000 Penalty: 4792.977539
	Iteration 72Q: 3 clusters Score -1315187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1315189.875000 Penalty: 4792.977539
	Iteration 73Q: 3 clusters Score -1315190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1315193.000000 Penalty: 4792.977539
	Iteration 74Q: 3 clusters Score -1315193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1315196.250000 Penalty: 4792.977539
	Iteration 75Q: 3 clusters Score -1315196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1315196.375000 Penalty: 4792.977539
	Iteration 76Q: 3 clusters Score -1315196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1315194.375000 Penalty: 4792.977539
	Iteration 77Q: 3 clusters Score -1315194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1315197.875000 Penalty: 4792.977539
	Iteration 78Q: 3 clusters Score -1315198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1315198.000000 Penalty: 4792.977539
	Iteration 79Q: 3 clusters Score -1315198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1315202.250000 Penalty: 4792.977539
	Iteration 80F: 3 clusters Score -1315202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1315204.500000 Penalty: 4792.977539
	Iteration 81Q: 3 clusters Score -1315204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1315204.750000 Penalty: 4792.977539
	Iteration 82Q: 3 clusters Score -1315205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1315207.125000 Penalty: 4792.977539
	Iteration 83Q: 3 clusters Score -1315207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1315205.625000 Penalty: 4792.977539
	Iteration 84Q: 3 clusters Score -1315206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1315210.750000 Penalty: 4792.977539
	Iteration 85Q: 3 clusters Score -1315211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1315210.250000 Penalty: 4792.977539
	Iteration 86Q: 3 clusters Score -1315210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1315211.000000 Penalty: 4792.977539
	Iteration 87Q: 3 clusters Score -1315211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1315214.500000 Penalty: 4792.977539
	Iteration 88Q: 3 clusters Score -1315214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1315214.500000 Penalty: 4792.977539
	Iteration 89Q: 3 clusters Score -1315214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1315215.000000 Penalty: 4792.977539
	Iteration 90Q: 3 clusters Score -1315215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1315212.750000 Penalty: 4792.977539
	Iteration 91Q: 3 clusters Score -1315213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1315214.250000 Penalty: 4792.977539
	Iteration 92Q: 3 clusters Score -1315214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1315215.375000 Penalty: 4792.977539
	Iteration 93Q: 3 clusters Score -1315215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1315215.750000 Penalty: 4792.977539
	Iteration 94Q: 3 clusters Score -1315216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1315220.750000 Penalty: 4792.977539
	Iteration 95Q: 3 clusters Score -1315221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1315220.625000 Penalty: 4792.977539
	Iteration 96Q: 3 clusters Score -1315221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1315220.750000 Penalty: 4792.977539
	Iteration 97Q: 3 clusters Score -1315221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1315224.125000 Penalty: 4792.977539
	Iteration 98Q: 3 clusters Score -1315224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1315222.750000 Penalty: 4792.977539
	Iteration 99Q: 3 clusters Score -1315223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1315231.250000 Penalty: 4792.977539
	Iteration 100F: 3 clusters Score -1315231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1315231.375000 Penalty: 4792.977539
	Iteration 101Q: 3 clusters Score -1315231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1315232.375000 Penalty: 4792.977539
	Iteration 102Q: 3 clusters Score -1315232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1315233.125000 Penalty: 4792.977539
	Iteration 103Q: 3 clusters Score -1315233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1315233.500000 Penalty: 4792.977539
	Iteration 104Q: 3 clusters Score -1315234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1315231.375000 Penalty: 4792.977539
	Iteration 105Q: 3 clusters Score -1315231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1315231.375000 Penalty: 4792.977539
	Iteration 106Q: 3 clusters Score -1315231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1315234.000000 Penalty: 4792.977539
	Iteration 107Q: 3 clusters Score -1315234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1315235.500000 Penalty: 4792.977539
	Iteration 108Q: 3 clusters Score -1315236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1315235.250000 Penalty: 4792.977539
	Iteration 109Q: 3 clusters Score -1315235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1315235.250000 Penalty: 4792.977539
	Iteration 110F: 3 clusters Score -1315235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -130337.718750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -130337.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -127898.593750 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -127898.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128391.859375 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -128391.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128644.656250 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -128644.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128823.398438 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -128823.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129016.351562 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -129016.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -129236.179688 Penalty: 3697.541016
	Iteration 5F: 3 clusters Score -129236.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -129501.765625 Penalty: 3697.541016
	Iteration 6F: 3 clusters Score -129501.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -129745.101562 Penalty: 3697.541016
	Iteration 7F: 3 clusters Score -129745.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129852.242188 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -129852.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129925.851562 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -129925.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -129999.867188 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -129999.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -130073.195312 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -130073.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -130122.945312 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -130122.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -130161.125000 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -130161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130172.539062 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -130172.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130182.750000 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -130182.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130195.539062 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -130195.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130202.375000 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -130202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130202.968750 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -130203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130202.968750 Penalty: 3697.541016
	Iteration 19F: 3 clusters Score -130203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -849724.437500 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -849724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -841870.187500 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -841870.2 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -844134.312500 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -844134.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -844530.437500 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -844530.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -844952.750000 Penalty: 4587.066406
	Iteration 3F: 3 clusters Score -844952.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -845474.875000 Penalty: 4587.066406
	Iteration 4F: 3 clusters Score -845474.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -846028.000000 Penalty: 4587.066406
	Iteration 5F: 3 clusters Score -846028 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -846510.000000 Penalty: 4587.066406
	Iteration 6F: 3 clusters Score -846510 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -846843.312500 Penalty: 4587.066406
	Iteration 7F: 3 clusters Score -846843.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -847051.062500 Penalty: 4587.066406
	Iteration 8Q: 3 clusters Score -847051.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -847175.125000 Penalty: 4587.066406
	Iteration 9Q: 3 clusters Score -847175.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -847249.312500 Penalty: 4587.066406
	Iteration 10Q: 3 clusters Score -847249.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -847289.187500 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -847289.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -847313.437500 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -847313.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -847333.000000 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -847333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -847347.437500 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -847347.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -847360.500000 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -847360.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -847370.937500 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -847370.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -847381.812500 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -847381.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -847385.750000 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -847385.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -847387.437500 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -847387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -847396.437500 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -847396.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -847400.750000 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -847400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -847409.062500 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -847409.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -847413.937500 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -847413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -847418.812500 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -847418.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -847419.125000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -847419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -847423.125000 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -847423.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -847425.312500 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -847425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -847428.625000 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -847428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -847428.437500 Penalty: 4587.066406
	Iteration 29Q: 3 clusters Score -847428.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -847431.937500 Penalty: 4587.066406
	Iteration 30Q: 3 clusters Score -847431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -847431.312500 Penalty: 4587.066406
	Iteration 31Q: 3 clusters Score -847431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -847433.250000 Penalty: 4587.066406
	Iteration 32Q: 3 clusters Score -847433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -847431.750000 Penalty: 4587.066406
	Iteration 33Q: 3 clusters Score -847431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -847432.562500 Penalty: 4587.066406
	Iteration 34Q: 3 clusters Score -847432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -847432.937500 Penalty: 4587.066406
	Iteration 35Q: 3 clusters Score -847432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -847434.500000 Penalty: 4587.066406
	Iteration 36Q: 3 clusters Score -847434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -847433.750000 Penalty: 4587.066406
	Iteration 37Q: 3 clusters Score -847433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -847432.625000 Penalty: 4587.066406
	Iteration 38Q: 3 clusters Score -847432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -847434.750000 Penalty: 4587.066406
	Iteration 39Q: 3 clusters Score -847434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -847434.000000 Penalty: 4587.066406
	Iteration 40F: 3 clusters Score -847434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -847435.375000 Penalty: 4587.066406
	Iteration 41Q: 3 clusters Score -847435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -847440.250000 Penalty: 4587.066406
	Iteration 42Q: 3 clusters Score -847440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -847441.000000 Penalty: 4587.066406
	Iteration 43Q: 3 clusters Score -847441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -847442.500000 Penalty: 4587.066406
	Iteration 44Q: 3 clusters Score -847442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -847442.375000 Penalty: 4587.066406
	Iteration 45Q: 3 clusters Score -847442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -847447.125000 Penalty: 4587.066406
	Iteration 46Q: 3 clusters Score -847447.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -847450.000000 Penalty: 4587.066406
	Iteration 47Q: 3 clusters Score -847450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -847451.375000 Penalty: 4587.066406
	Iteration 48Q: 3 clusters Score -847451.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -847457.500000 Penalty: 4587.066406
	Iteration 49Q: 3 clusters Score -847457.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -847458.500000 Penalty: 4587.066406
	Iteration 50Q: 3 clusters Score -847458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -847459.125000 Penalty: 4587.066406
	Iteration 51Q: 3 clusters Score -847459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -847463.437500 Penalty: 4587.066406
	Iteration 52Q: 3 clusters Score -847463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -847463.312500 Penalty: 4587.066406
	Iteration 53Q: 3 clusters Score -847463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -847465.250000 Penalty: 4587.066406
	Iteration 54Q: 3 clusters Score -847465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -847464.687500 Penalty: 4587.066406
	Iteration 55Q: 3 clusters Score -847464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -847466.125000 Penalty: 4587.066406
	Iteration 56Q: 3 clusters Score -847466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -847465.937500 Penalty: 4587.066406
	Iteration 57Q: 3 clusters Score -847465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -847467.937500 Penalty: 4587.066406
	Iteration 58Q: 3 clusters Score -847467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -847468.437500 Penalty: 4587.066406
	Iteration 59Q: 3 clusters Score -847468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -847469.312500 Penalty: 4587.066406
	Iteration 60F: 3 clusters Score -847469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -847471.312500 Penalty: 4587.066406
	Iteration 61Q: 3 clusters Score -847471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -847470.375000 Penalty: 4587.066406
	Iteration 62Q: 3 clusters Score -847470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -847473.125000 Penalty: 4587.066406
	Iteration 63Q: 3 clusters Score -847473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -847474.062500 Penalty: 4587.066406
	Iteration 64Q: 3 clusters Score -847474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -847476.312500 Penalty: 4587.066406
	Iteration 65Q: 3 clusters Score -847476.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -847476.250000 Penalty: 4587.066406
	Iteration 66Q: 3 clusters Score -847476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -847478.812500 Penalty: 4587.066406
	Iteration 67Q: 3 clusters Score -847478.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -847482.750000 Penalty: 4587.066406
	Iteration 68Q: 3 clusters Score -847482.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -847486.937500 Penalty: 4587.066406
	Iteration 69Q: 3 clusters Score -847486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -847485.750000 Penalty: 4587.066406
	Iteration 70Q: 3 clusters Score -847485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -847484.937500 Penalty: 4587.066406
	Iteration 71Q: 3 clusters Score -847484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -847489.500000 Penalty: 4587.066406
	Iteration 72Q: 3 clusters Score -847489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -847492.562500 Penalty: 4587.066406
	Iteration 73Q: 3 clusters Score -847492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -847495.125000 Penalty: 4587.066406
	Iteration 74Q: 3 clusters Score -847495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -847494.937500 Penalty: 4587.066406
	Iteration 75Q: 3 clusters Score -847494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -847498.937500 Penalty: 4587.066406
	Iteration 76Q: 3 clusters Score -847498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -847500.687500 Penalty: 4587.066406
	Iteration 77Q: 3 clusters Score -847500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -847501.437500 Penalty: 4587.066406
	Iteration 78Q: 3 clusters Score -847501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -847504.937500 Penalty: 4587.066406
	Iteration 79Q: 3 clusters Score -847504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -847506.500000 Penalty: 4587.066406
	Iteration 80F: 3 clusters Score -847506.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -847505.875000 Penalty: 4587.066406
	Iteration 81Q: 3 clusters Score -847505.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -847510.062500 Penalty: 4587.066406
	Iteration 82Q: 3 clusters Score -847510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -847511.062500 Penalty: 4587.066406
	Iteration 83Q: 3 clusters Score -847511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -847511.812500 Penalty: 4587.066406
	Iteration 84Q: 3 clusters Score -847511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -847513.500000 Penalty: 4587.066406
	Iteration 85Q: 3 clusters Score -847513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -847511.812500 Penalty: 4587.066406
	Iteration 86Q: 3 clusters Score -847511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -847512.562500 Penalty: 4587.066406
	Iteration 87Q: 3 clusters Score -847512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -847513.937500 Penalty: 4587.066406
	Iteration 88Q: 3 clusters Score -847513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -847513.562500 Penalty: 4587.066406
	Iteration 89Q: 3 clusters Score -847513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -847513.562500 Penalty: 4587.066406
	Iteration 90F: 3 clusters Score -847513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -1922399.875000 Penalty: 2480.736816
	Iteration 0F: 2 clusters Score -1922400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1906875.750000 Penalty: 4961.473633
	Iteration 0F: 3 clusters Score -1906876 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1912069.125000 Penalty: 4961.473633
	Iteration 1F: 3 clusters Score -1912069 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1912462.875000 Penalty: 4961.473633
	Iteration 2F: 3 clusters Score -1912463 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1912804.625000 Penalty: 4961.473633
	Iteration 3Q: 3 clusters Score -1912805 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1913156.000000 Penalty: 4961.473633
	Iteration 4Q: 3 clusters Score -1913156 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1913517.500000 Penalty: 4961.473633
	Iteration 5Q: 3 clusters Score -1913518 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1914020.125000 Penalty: 4961.473633
	Iteration 6Q: 3 clusters Score -1914020 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1914689.125000 Penalty: 4961.473633
	Iteration 7Q: 3 clusters Score -1914689 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1915587.250000 Penalty: 4961.473633
	Iteration 8F: 3 clusters Score -1915587 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1916602.000000 Penalty: 4961.473633
	Iteration 9F: 3 clusters Score -1916602 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1917670.500000 Penalty: 4961.473633
	Iteration 10F: 3 clusters Score -1917670 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1918646.000000 Penalty: 4961.473633
	Iteration 11F: 3 clusters Score -1918646 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1919575.250000 Penalty: 4961.473633
	Iteration 12Q: 3 clusters Score -1919575 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1920451.500000 Penalty: 4961.473633
	Iteration 13Q: 3 clusters Score -1920452 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1921137.000000 Penalty: 4961.473633
	Iteration 14Q: 3 clusters Score -1921137 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1921574.500000 Penalty: 4961.473633
	Iteration 15Q: 3 clusters Score -1921574 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1921833.000000 Penalty: 4961.473633
	Iteration 16Q: 3 clusters Score -1921833 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1921969.500000 Penalty: 4961.473633
	Iteration 17Q: 3 clusters Score -1921970 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1922044.625000 Penalty: 4961.473633
	Iteration 18Q: 3 clusters Score -1922045 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1922085.750000 Penalty: 4961.473633
	Iteration 19Q: 3 clusters Score -1922086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1922102.750000 Penalty: 4961.473633
	Iteration 20F: 3 clusters Score -1922103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1922115.625000 Penalty: 4961.473633
	Iteration 21Q: 3 clusters Score -1922116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1922113.375000 Penalty: 4961.473633
	Iteration 22Q: 3 clusters Score -1922113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1922121.875000 Penalty: 4961.473633
	Iteration 23Q: 3 clusters Score -1922122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1922126.125000 Penalty: 4961.473633
	Iteration 24Q: 3 clusters Score -1922126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1922125.375000 Penalty: 4961.473633
	Iteration 25Q: 3 clusters Score -1922125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1922129.125000 Penalty: 4961.473633
	Iteration 26Q: 3 clusters Score -1922129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1922129.500000 Penalty: 4961.473633
	Iteration 27Q: 3 clusters Score -1922130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1922128.625000 Penalty: 4961.473633
	Iteration 28Q: 3 clusters Score -1922129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1922127.375000 Penalty: 4961.473633
	Iteration 29Q: 3 clusters Score -1922127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1922126.625000 Penalty: 4961.473633
	Iteration 30Q: 3 clusters Score -1922127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1922125.125000 Penalty: 4961.473633
	Iteration 31Q: 3 clusters Score -1922125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1922126.625000 Penalty: 4961.473633
	Iteration 32Q: 3 clusters Score -1922127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1922123.750000 Penalty: 4961.473633
	Iteration 33Q: 3 clusters Score -1922124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1922123.750000 Penalty: 4961.473633
	Iteration 34F: 3 clusters Score -1922124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -204724.250000 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -204724.2 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 1266 members 
Entering Unmasked Estep 
Score: -201743.953125 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -201744 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -202332.015625 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -202332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -202520.781250 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -202520.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -202656.984375 Penalty: 3898.460449
	Iteration 3F: 3 clusters Score -202657 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -202755.250000 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -202755.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -202834.000000 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -202834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -202903.781250 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -202903.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -202973.859375 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -202973.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -203057.000000 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -203057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -203125.328125 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -203125.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -203180.812500 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -203180.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -203238.953125 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -203239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -203299.046875 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -203299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -203360.390625 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -203360.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203418.359375 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -203418.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -203469.265625 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -203469.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -203532.093750 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -203532.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -203586.343750 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -203586.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -203639.953125 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -203640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -203675.421875 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -203675.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -203689.000000 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -203689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -203697.000000 Penalty: 3898.460449
	Iteration 21Q: 3 clusters Score -203697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -203702.640625 Penalty: 3898.460449
	Iteration 22Q: 3 clusters Score -203702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -203707.171875 Penalty: 3898.460449
	Iteration 23Q: 3 clusters Score -203707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -203709.781250 Penalty: 3898.460449
	Iteration 24Q: 3 clusters Score -203709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -203710.437500 Penalty: 3898.460449
	Iteration 25Q: 3 clusters Score -203710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -203710.437500 Penalty: 3898.460449
	Iteration 26F: 3 clusters Score -203710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -788051.187500 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -788051.2 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 4827 members 
Entering Unmasked Estep 
Score: -780699.750000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -780699.8 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -782824.000000 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -782824 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -783089.250000 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -783089.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -783285.250000 Penalty: 4547.357422
	Iteration 3Q: 3 clusters Score -783285.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -783459.750000 Penalty: 4547.357422
	Iteration 4Q: 3 clusters Score -783459.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -783600.937500 Penalty: 4547.357422
	Iteration 5Q: 3 clusters Score -783600.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -783725.937500 Penalty: 4547.357422
	Iteration 6Q: 3 clusters Score -783725.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -783861.812500 Penalty: 4547.357422
	Iteration 7Q: 3 clusters Score -783861.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -784008.812500 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -784008.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -784194.062500 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -784194.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -784387.375000 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -784387.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -784568.250000 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -784568.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -784779.875000 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -784779.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -785006.812500 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -785006.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -785216.625000 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -785216.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -785373.625000 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -785373.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -785506.125000 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -785506.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -785620.437500 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -785620.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -785718.562500 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -785718.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -785804.375000 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -785804.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -785869.187500 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -785869.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -785917.375000 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -785917.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -785948.562500 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -785948.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -785987.562500 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -785987.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -786012.187500 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -786012.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -786022.937500 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -786022.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -786030.562500 Penalty: 4547.357422
	Iteration 26Q: 3 clusters Score -786030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -786031.812500 Penalty: 4547.357422
	Iteration 27Q: 3 clusters Score -786031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -786037.062500 Penalty: 4547.357422
	Iteration 28Q: 3 clusters Score -786037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -786040.937500 Penalty: 4547.357422
	Iteration 29Q: 3 clusters Score -786040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -786043.687500 Penalty: 4547.357422
	Iteration 30Q: 3 clusters Score -786043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -786047.187500 Penalty: 4547.357422
	Iteration 31Q: 3 clusters Score -786047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -786052.125000 Penalty: 4547.357422
	Iteration 32Q: 3 clusters Score -786052.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -786053.750000 Penalty: 4547.357422
	Iteration 33Q: 3 clusters Score -786053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -786053.937500 Penalty: 4547.357422
	Iteration 34Q: 3 clusters Score -786053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -786056.562500 Penalty: 4547.357422
	Iteration 35Q: 3 clusters Score -786056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -786058.437500 Penalty: 4547.357422
	Iteration 36Q: 3 clusters Score -786058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -786058.250000 Penalty: 4547.357422
	Iteration 37Q: 3 clusters Score -786058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -786057.875000 Penalty: 4547.357422
	Iteration 38Q: 3 clusters Score -786057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -786059.000000 Penalty: 4547.357422
	Iteration 39Q: 3 clusters Score -786059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -786059.312500 Penalty: 4547.357422
	Iteration 40F: 3 clusters Score -786059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -786059.750000 Penalty: 4547.357422
	Iteration 41Q: 3 clusters Score -786059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -786059.750000 Penalty: 4547.357422
	Iteration 42F: 3 clusters Score -786059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (55537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Entering Unmasked Estep 
Score: -4467245.500000 Penalty: 2709.351562
	Iteration 0F: 2 clusters Score -4467246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4429845.000000 Penalty: 5418.703125
	Iteration 0F: 3 clusters Score -4429845 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4444333.500000 Penalty: 5418.703125
	Iteration 1F: 3 clusters Score -4444334 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4445078.000000 Penalty: 5418.703125
	Iteration 2Q: 3 clusters Score -4445078 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4445923.500000 Penalty: 5418.703125
	Iteration 3Q: 3 clusters Score -4445924 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4446979.000000 Penalty: 5418.703125
	Iteration 4Q: 3 clusters Score -4446979 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4448284.000000 Penalty: 5418.703125
	Iteration 5F: 3 clusters Score -4448284 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -4449936.000000 Penalty: 5418.703125
	Iteration 6F: 3 clusters Score -4449936 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4451759.500000 Penalty: 5418.703125
	Iteration 7F: 3 clusters Score -4451760 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4453684.500000 Penalty: 5418.703125
	Iteration 8F: 3 clusters Score -4453684 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -4455734.000000 Penalty: 5418.703125
	Iteration 9F: 3 clusters Score -4455734 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -4457726.500000 Penalty: 5418.703125
	Iteration 10F: 3 clusters Score -4457726 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -4459704.000000 Penalty: 5418.703125
	Iteration 11Q: 3 clusters Score -4459704 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -4461428.500000 Penalty: 5418.703125
	Iteration 12Q: 3 clusters Score -4461428 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -4462844.500000 Penalty: 5418.703125
	Iteration 13Q: 3 clusters Score -4462844 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -4463767.500000 Penalty: 5418.703125
	Iteration 14Q: 3 clusters Score -4463768 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -4464293.000000 Penalty: 5418.703125
	Iteration 15Q: 3 clusters Score -4464293 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -4464623.500000 Penalty: 5418.703125
	Iteration 16Q: 3 clusters Score -4464624 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -4464828.000000 Penalty: 5418.703125
	Iteration 17Q: 3 clusters Score -4464828 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -4464938.000000 Penalty: 5418.703125
	Iteration 18Q: 3 clusters Score -4464938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -4465016.000000 Penalty: 5418.703125
	Iteration 19Q: 3 clusters Score -4465016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -4465077.000000 Penalty: 5418.703125
	Iteration 20F: 3 clusters Score -4465077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -4465110.000000 Penalty: 5418.703125
	Iteration 21Q: 3 clusters Score -4465110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -4465138.500000 Penalty: 5418.703125
	Iteration 22Q: 3 clusters Score -4465138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -4465158.000000 Penalty: 5418.703125
	Iteration 23Q: 3 clusters Score -4465158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -4465163.000000 Penalty: 5418.703125
	Iteration 24Q: 3 clusters Score -4465163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -4465169.000000 Penalty: 5418.703125
	Iteration 25Q: 3 clusters Score -4465169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -4465178.500000 Penalty: 5418.703125
	Iteration 26Q: 3 clusters Score -4465178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -4465182.500000 Penalty: 5418.703125
	Iteration 27Q: 3 clusters Score -4465182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -4465184.000000 Penalty: 5418.703125
	Iteration 28Q: 3 clusters Score -4465184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -4465189.000000 Penalty: 5418.703125
	Iteration 29Q: 3 clusters Score -4465189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -4465196.000000 Penalty: 5418.703125
	Iteration 30Q: 3 clusters Score -4465196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -4465195.500000 Penalty: 5418.703125
	Iteration 31Q: 3 clusters Score -4465196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -4465206.000000 Penalty: 5418.703125
	Iteration 32Q: 3 clusters Score -4465206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -4465198.500000 Penalty: 5418.703125
	Iteration 33Q: 3 clusters Score -4465198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -4465201.000000 Penalty: 5418.703125
	Iteration 34Q: 3 clusters Score -4465201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -4465199.000000 Penalty: 5418.703125
	Iteration 35Q: 3 clusters Score -4465199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -4465204.500000 Penalty: 5418.703125
	Iteration 36Q: 3 clusters Score -4465204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -4465207.500000 Penalty: 5418.703125
	Iteration 37Q: 3 clusters Score -4465208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -4465206.500000 Penalty: 5418.703125
	Iteration 38Q: 3 clusters Score -4465206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -4465213.000000 Penalty: 5418.703125
	Iteration 39Q: 3 clusters Score -4465213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -4465217.000000 Penalty: 5418.703125
	Iteration 40F: 3 clusters Score -4465217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -4465216.500000 Penalty: 5418.703125
	Iteration 41Q: 3 clusters Score -4465216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -4465217.500000 Penalty: 5418.703125
	Iteration 42Q: 3 clusters Score -4465218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -4465215.000000 Penalty: 5418.703125
	Iteration 43Q: 3 clusters Score -4465215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -4465222.000000 Penalty: 5418.703125
	Iteration 44Q: 3 clusters Score -4465222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -4465225.500000 Penalty: 5418.703125
	Iteration 45Q: 3 clusters Score -4465226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -4465224.000000 Penalty: 5418.703125
	Iteration 46Q: 3 clusters Score -4465224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -4465228.500000 Penalty: 5418.703125
	Iteration 47Q: 3 clusters Score -4465228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -4465228.000000 Penalty: 5418.703125
	Iteration 48Q: 3 clusters Score -4465228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -4465228.000000 Penalty: 5418.703125
	Iteration 49Q: 3 clusters Score -4465228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 5418.703125
	Iteration 50Q: 3 clusters Score -4465226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 5418.703125
	Iteration 51Q: 3 clusters Score -4465226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -4465228.500000 Penalty: 5418.703125
	Iteration 52Q: 3 clusters Score -4465228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -4465228.500000 Penalty: 5418.703125
	Iteration 53F: 3 clusters Score -4465228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Entering Unmasked Estep 
Score: -1642694.375000 Penalty: 2455.058594
	Iteration 0F: 2 clusters Score -1642694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1628719.750000 Penalty: 4910.117188
	Iteration 0F: 3 clusters Score -1628720 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1633291.125000 Penalty: 4910.117188
	Iteration 1F: 3 clusters Score -1633291 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1633779.625000 Penalty: 4910.117188
	Iteration 2F: 3 clusters Score -1633780 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1634244.625000 Penalty: 4910.117188
	Iteration 3F: 3 clusters Score -1634245 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1634751.375000 Penalty: 4910.117188
	Iteration 4Q: 3 clusters Score -1634751 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1635330.125000 Penalty: 4910.117188
	Iteration 5F: 3 clusters Score -1635330 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1636029.000000 Penalty: 4910.117188
	Iteration 6F: 3 clusters Score -1636029 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1636874.625000 Penalty: 4910.117188
	Iteration 7F: 3 clusters Score -1636875 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1637925.750000 Penalty: 4910.117188
	Iteration 8F: 3 clusters Score -1637926 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1639146.250000 Penalty: 4910.117188
	Iteration 9F: 3 clusters Score -1639146 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1640288.625000 Penalty: 4910.117188
	Iteration 10F: 3 clusters Score -1640289 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1641319.625000 Penalty: 4910.117188
	Iteration 11Q: 3 clusters Score -1641320 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1641978.375000 Penalty: 4910.117188
	Iteration 12Q: 3 clusters Score -1641978 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1642267.375000 Penalty: 4910.117188
	Iteration 13Q: 3 clusters Score -1642267 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1642379.500000 Penalty: 4910.117188
	Iteration 14Q: 3 clusters Score -1642380 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1642441.000000 Penalty: 4910.117188
	Iteration 15Q: 3 clusters Score -1642441 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1642480.500000 Penalty: 4910.117188
	Iteration 16Q: 3 clusters Score -1642480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1642497.875000 Penalty: 4910.117188
	Iteration 17Q: 3 clusters Score -1642498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1642512.375000 Penalty: 4910.117188
	Iteration 18Q: 3 clusters Score -1642512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1642524.625000 Penalty: 4910.117188
	Iteration 19Q: 3 clusters Score -1642525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1642523.875000 Penalty: 4910.117188
	Iteration 20F: 3 clusters Score -1642524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1642529.500000 Penalty: 4910.117188
	Iteration 21Q: 3 clusters Score -1642530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1642537.500000 Penalty: 4910.117188
	Iteration 22Q: 3 clusters Score -1642538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1642536.250000 Penalty: 4910.117188
	Iteration 23Q: 3 clusters Score -1642536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1642533.625000 Penalty: 4910.117188
	Iteration 24Q: 3 clusters Score -1642534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1642538.625000 Penalty: 4910.117188
	Iteration 25Q: 3 clusters Score -1642539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1642540.125000 Penalty: 4910.117188
	Iteration 26Q: 3 clusters Score -1642540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1642539.500000 Penalty: 4910.117188
	Iteration 27Q: 3 clusters Score -1642540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1642537.250000 Penalty: 4910.117188
	Iteration 28Q: 3 clusters Score -1642537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1642538.375000 Penalty: 4910.117188
	Iteration 29Q: 3 clusters Score -1642538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1642540.625000 Penalty: 4910.117188
	Iteration 30Q: 3 clusters Score -1642541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1642537.625000 Penalty: 4910.117188
	Iteration 31Q: 3 clusters Score -1642538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1642537.875000 Penalty: 4910.117188
	Iteration 32Q: 3 clusters Score -1642538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1642539.750000 Penalty: 4910.117188
	Iteration 33Q: 3 clusters Score -1642540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1642541.625000 Penalty: 4910.117188
	Iteration 34Q: 3 clusters Score -1642542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1642539.750000 Penalty: 4910.117188
	Iteration 35Q: 3 clusters Score -1642540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1642541.500000 Penalty: 4910.117188
	Iteration 36Q: 3 clusters Score -1642542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1642539.000000 Penalty: 4910.117188
	Iteration 37Q: 3 clusters Score -1642539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1642541.000000 Penalty: 4910.117188
	Iteration 38Q: 3 clusters Score -1642541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1642541.000000 Penalty: 4910.117188
	Iteration 39F: 3 clusters Score -1642541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -475612.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -475612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -470055.625000 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -470055.6 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -471821.156250 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -471821.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -472378.093750 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -472378.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -472987.812500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -472987.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -473541.625000 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -473541.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -473904.468750 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -473904.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -474176.531250 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -474176.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -474448.062500 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -474448.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -474656.218750 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -474656.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -474807.281250 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -474807.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -474954.406250 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -474954.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -475067.031250 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -475067 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -475159.000000 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -475159 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -475228.375000 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -475228.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -475266.562500 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -475266.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -475288.750000 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -475288.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -475307.812500 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -475307.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -475322.468750 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -475322.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -475333.718750 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -475333.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -475340.500000 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -475340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -475344.031250 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -475344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -475349.187500 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -475349.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -475354.781250 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -475354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -475359.000000 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -475359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -475361.031250 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -475361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -475363.625000 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -475363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -475364.656250 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -475364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -475367.062500 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -475367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -475367.125000 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -475367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -475367.906250 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -475367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -475368.031250 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -475368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -475370.875000 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -475370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -475370.656250 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -475370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -475371.968750 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -475372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -475372.343750 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -475372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -475372.312500 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -475372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -475372.281250 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -475372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -475372.156250 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -475372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -475372.156250 Penalty: 4376.748047
	Iteration 38F: 3 clusters Score -475372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Entering Unmasked Estep 
Score: -1918092.125000 Penalty: 2492.048584
	Iteration 0F: 2 clusters Score -1918092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1902041.750000 Penalty: 4984.097168
	Iteration 0F: 3 clusters Score -1902042 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1907460.000000 Penalty: 4984.097168
	Iteration 1F: 3 clusters Score -1907460 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1907780.750000 Penalty: 4984.097168
	Iteration 2Q: 3 clusters Score -1907781 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1908086.625000 Penalty: 4984.097168
	Iteration 3Q: 3 clusters Score -1908087 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1908370.250000 Penalty: 4984.097168
	Iteration 4Q: 3 clusters Score -1908370 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1908613.250000 Penalty: 4984.097168
	Iteration 5Q: 3 clusters Score -1908613 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1908844.250000 Penalty: 4984.097168
	Iteration 6Q: 3 clusters Score -1908844 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1909145.500000 Penalty: 4984.097168
	Iteration 7Q: 3 clusters Score -1909146 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1909493.125000 Penalty: 4984.097168
	Iteration 8Q: 3 clusters Score -1909493 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1909913.000000 Penalty: 4984.097168
	Iteration 9Q: 3 clusters Score -1909913 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1910403.000000 Penalty: 4984.097168
	Iteration 10Q: 3 clusters Score -1910403 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1911033.250000 Penalty: 4984.097168
	Iteration 11Q: 3 clusters Score -1911033 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1911720.000000 Penalty: 4984.097168
	Iteration 12Q: 3 clusters Score -1911720 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1912394.750000 Penalty: 4984.097168
	Iteration 13Q: 3 clusters Score -1912395 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1913027.000000 Penalty: 4984.097168
	Iteration 14Q: 3 clusters Score -1913027 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1913575.125000 Penalty: 4984.097168
	Iteration 15Q: 3 clusters Score -1913575 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1914074.500000 Penalty: 4984.097168
	Iteration 16Q: 3 clusters Score -1914074 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1914473.875000 Penalty: 4984.097168
	Iteration 17Q: 3 clusters Score -1914474 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1914715.750000 Penalty: 4984.097168
	Iteration 18Q: 3 clusters Score -1914716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1914894.875000 Penalty: 4984.097168
	Iteration 19Q: 3 clusters Score -1914895 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1915031.000000 Penalty: 4984.097168
	Iteration 20F: 3 clusters Score -1915031 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -1915153.250000 Penalty: 4984.097168
	Iteration 21Q: 3 clusters Score -1915153 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1915254.375000 Penalty: 4984.097168
	Iteration 22Q: 3 clusters Score -1915254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -1915339.000000 Penalty: 4984.097168
	Iteration 23Q: 3 clusters Score -1915339 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1915422.125000 Penalty: 4984.097168
	Iteration 24Q: 3 clusters Score -1915422 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -1915495.000000 Penalty: 4984.097168
	Iteration 25Q: 3 clusters Score -1915495 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -1915536.375000 Penalty: 4984.097168
	Iteration 26Q: 3 clusters Score -1915536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -1915567.750000 Penalty: 4984.097168
	Iteration 27Q: 3 clusters Score -1915568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1915593.625000 Penalty: 4984.097168
	Iteration 28Q: 3 clusters Score -1915594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1915619.000000 Penalty: 4984.097168
	Iteration 29Q: 3 clusters Score -1915619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1915657.250000 Penalty: 4984.097168
	Iteration 30Q: 3 clusters Score -1915657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1915679.625000 Penalty: 4984.097168
	Iteration 31Q: 3 clusters Score -1915680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -1915713.125000 Penalty: 4984.097168
	Iteration 32Q: 3 clusters Score -1915713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -1915730.375000 Penalty: 4984.097168
	Iteration 33Q: 3 clusters Score -1915730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -1915756.250000 Penalty: 4984.097168
	Iteration 34Q: 3 clusters Score -1915756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1915780.125000 Penalty: 4984.097168
	Iteration 35Q: 3 clusters Score -1915780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -1915806.625000 Penalty: 4984.097168
	Iteration 36Q: 3 clusters Score -1915807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1915832.750000 Penalty: 4984.097168
	Iteration 37Q: 3 clusters Score -1915833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -1915850.250000 Penalty: 4984.097168
	Iteration 38Q: 3 clusters Score -1915850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -1915865.250000 Penalty: 4984.097168
	Iteration 39Q: 3 clusters Score -1915865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1915878.000000 Penalty: 4984.097168
	Iteration 40F: 3 clusters Score -1915878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1915892.125000 Penalty: 4984.097168
	Iteration 41Q: 3 clusters Score -1915892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -1915904.375000 Penalty: 4984.097168
	Iteration 42Q: 3 clusters Score -1915904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -1915917.375000 Penalty: 4984.097168
	Iteration 43Q: 3 clusters Score -1915917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -1915933.250000 Penalty: 4984.097168
	Iteration 44Q: 3 clusters Score -1915933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -1915938.500000 Penalty: 4984.097168
	Iteration 45Q: 3 clusters Score -1915938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1915944.500000 Penalty: 4984.097168
	Iteration 46Q: 3 clusters Score -1915944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -1915951.500000 Penalty: 4984.097168
	Iteration 47Q: 3 clusters Score -1915952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1915954.000000 Penalty: 4984.097168
	Iteration 48Q: 3 clusters Score -1915954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -1915955.750000 Penalty: 4984.097168
	Iteration 49Q: 3 clusters Score -1915956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1915957.375000 Penalty: 4984.097168
	Iteration 50Q: 3 clusters Score -1915957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -1915963.000000 Penalty: 4984.097168
	Iteration 51Q: 3 clusters Score -1915963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1915965.250000 Penalty: 4984.097168
	Iteration 52Q: 3 clusters Score -1915965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -1915969.500000 Penalty: 4984.097168
	Iteration 53Q: 3 clusters Score -1915970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -1915968.875000 Penalty: 4984.097168
	Iteration 54Q: 3 clusters Score -1915969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1915969.250000 Penalty: 4984.097168
	Iteration 55Q: 3 clusters Score -1915969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1915970.000000 Penalty: 4984.097168
	Iteration 56Q: 3 clusters Score -1915970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -1915967.375000 Penalty: 4984.097168
	Iteration 57Q: 3 clusters Score -1915967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1915966.375000 Penalty: 4984.097168
	Iteration 58Q: 3 clusters Score -1915966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1915966.375000 Penalty: 4984.097168
	Iteration 59F: 3 clusters Score -1915966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -1272133.500000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -1272134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1260999.375000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -1260999 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1264540.875000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -1264541 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1264930.625000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -1264931 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1265247.750000 Penalty: 4786.822266
	Iteration 3F: 3 clusters Score -1265248 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1265543.375000 Penalty: 4786.822266
	Iteration 4Q: 3 clusters Score -1265543 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1265880.000000 Penalty: 4786.822266
	Iteration 5Q: 3 clusters Score -1265880 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1266218.750000 Penalty: 4786.822266
	Iteration 6Q: 3 clusters Score -1266219 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1266546.000000 Penalty: 4786.822266
	Iteration 7Q: 3 clusters Score -1266546 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1266880.875000 Penalty: 4786.822266
	Iteration 8Q: 3 clusters Score -1266881 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1267225.000000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -1267225 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1267536.875000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -1267537 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1267776.000000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -1267776 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1267945.750000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -1267946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1268086.000000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -1268086 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1268208.625000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -1268209 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1268329.500000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -1268330 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1268428.500000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -1268428 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1268517.750000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -1268518 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1268604.500000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -1268604 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1268698.000000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -1268698 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1268789.625000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -1268790 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1268875.625000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -1268876 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1268966.375000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -1268966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1269043.000000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -1269043 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1269123.875000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -1269124 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1269202.625000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -1269203 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1269293.375000 Penalty: 4786.822266
	Iteration 26Q: 3 clusters Score -1269293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1269378.375000 Penalty: 4786.822266
	Iteration 27Q: 3 clusters Score -1269378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1269458.250000 Penalty: 4786.822266
	Iteration 28Q: 3 clusters Score -1269458 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1269531.250000 Penalty: 4786.822266
	Iteration 29Q: 3 clusters Score -1269531 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1269586.250000 Penalty: 4786.822266
	Iteration 30Q: 3 clusters Score -1269586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1269633.750000 Penalty: 4786.822266
	Iteration 31Q: 3 clusters Score -1269634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1269694.625000 Penalty: 4786.822266
	Iteration 32Q: 3 clusters Score -1269695 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1269756.250000 Penalty: 4786.822266
	Iteration 33Q: 3 clusters Score -1269756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1269799.375000 Penalty: 4786.822266
	Iteration 34Q: 3 clusters Score -1269799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1269838.250000 Penalty: 4786.822266
	Iteration 35Q: 3 clusters Score -1269838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1269877.750000 Penalty: 4786.822266
	Iteration 36Q: 3 clusters Score -1269878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1269901.500000 Penalty: 4786.822266
	Iteration 37Q: 3 clusters Score -1269902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1269932.500000 Penalty: 4786.822266
	Iteration 38Q: 3 clusters Score -1269932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1269962.125000 Penalty: 4786.822266
	Iteration 39Q: 3 clusters Score -1269962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1269983.000000 Penalty: 4786.822266
	Iteration 40F: 3 clusters Score -1269983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1270006.125000 Penalty: 4786.822266
	Iteration 41Q: 3 clusters Score -1270006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1270022.125000 Penalty: 4786.822266
	Iteration 42Q: 3 clusters Score -1270022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1270043.500000 Penalty: 4786.822266
	Iteration 43Q: 3 clusters Score -1270044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1270066.125000 Penalty: 4786.822266
	Iteration 44Q: 3 clusters Score -1270066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1270087.250000 Penalty: 4786.822266
	Iteration 45Q: 3 clusters Score -1270087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1270100.250000 Penalty: 4786.822266
	Iteration 46Q: 3 clusters Score -1270100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1270110.375000 Penalty: 4786.822266
	Iteration 47Q: 3 clusters Score -1270110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1270121.250000 Penalty: 4786.822266
	Iteration 48Q: 3 clusters Score -1270121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1270126.125000 Penalty: 4786.822266
	Iteration 49Q: 3 clusters Score -1270126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1270129.250000 Penalty: 4786.822266
	Iteration 50Q: 3 clusters Score -1270129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1270133.375000 Penalty: 4786.822266
	Iteration 51Q: 3 clusters Score -1270133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1270137.125000 Penalty: 4786.822266
	Iteration 52Q: 3 clusters Score -1270137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1270139.375000 Penalty: 4786.822266
	Iteration 53Q: 3 clusters Score -1270139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1270140.500000 Penalty: 4786.822266
	Iteration 54Q: 3 clusters Score -1270140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1270145.750000 Penalty: 4786.822266
	Iteration 55Q: 3 clusters Score -1270146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1270147.125000 Penalty: 4786.822266
	Iteration 56Q: 3 clusters Score -1270147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1270148.875000 Penalty: 4786.822266
	Iteration 57Q: 3 clusters Score -1270149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1270152.875000 Penalty: 4786.822266
	Iteration 58Q: 3 clusters Score -1270153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1270156.750000 Penalty: 4786.822266
	Iteration 59Q: 3 clusters Score -1270157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1270159.875000 Penalty: 4786.822266
	Iteration 60F: 3 clusters Score -1270160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1270158.500000 Penalty: 4786.822266
	Iteration 61Q: 3 clusters Score -1270158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1270161.375000 Penalty: 4786.822266
	Iteration 62Q: 3 clusters Score -1270161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1270161.500000 Penalty: 4786.822266
	Iteration 63Q: 3 clusters Score -1270162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1270162.625000 Penalty: 4786.822266
	Iteration 64Q: 3 clusters Score -1270163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1270162.625000 Penalty: 4786.822266
	Iteration 65F: 3 clusters Score -1270163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -183048.484375 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -183048.5 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 1255 members 
Entering Unmasked Estep 
Score: -180108.515625 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -180108.5 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -180890.671875 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -180890.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -181370.875000 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -181370.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -181753.656250 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -181753.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -181988.468750 Penalty: 3899.416748
	Iteration 4F: 3 clusters Score -181988.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -182125.062500 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -182125.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -182209.359375 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -182209.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -182275.265625 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -182275.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -182332.796875 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -182332.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -182379.484375 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -182379.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -182410.437500 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -182410.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -182440.109375 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -182440.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -182460.750000 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -182460.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -182471.406250 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -182471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -182482.343750 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -182482.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -182493.312500 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -182493.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -182509.625000 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -182509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -182530.796875 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -182530.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -182563.218750 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -182563.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -182606.781250 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -182606.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -182705.546875 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -182705.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -182803.453125 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -182803.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -182836.781250 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -182836.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -182853.828125 Penalty: 3899.416748
	Iteration 23Q: 3 clusters Score -182853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -182863.109375 Penalty: 3899.416748
	Iteration 24Q: 3 clusters Score -182863.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -182872.593750 Penalty: 3899.416748
	Iteration 25Q: 3 clusters Score -182872.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -182889.968750 Penalty: 3899.416748
	Iteration 26Q: 3 clusters Score -182890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -182897.390625 Penalty: 3899.416748
	Iteration 27Q: 3 clusters Score -182897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -182904.671875 Penalty: 3899.416748
	Iteration 28Q: 3 clusters Score -182904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -182908.968750 Penalty: 3899.416748
	Iteration 29Q: 3 clusters Score -182909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -182911.656250 Penalty: 3899.416748
	Iteration 30Q: 3 clusters Score -182911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -182913.750000 Penalty: 3899.416748
	Iteration 31Q: 3 clusters Score -182913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -182913.750000 Penalty: 3899.416748
	Iteration 32F: 3 clusters Score -182913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Entering Unmasked Estep 
Score: -787963.062500 Penalty: 2272.927246
	Iteration 0F: 2 clusters Score -787963.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -780621.375000 Penalty: 4545.854492
	Iteration 0F: 3 clusters Score -780621.4 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -782918.812500 Penalty: 4545.854492
	Iteration 1F: 3 clusters Score -782918.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -783355.750000 Penalty: 4545.854492
	Iteration 2F: 3 clusters Score -783355.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -783653.125000 Penalty: 4545.854492
	Iteration 3F: 3 clusters Score -783653.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -783881.250000 Penalty: 4545.854492
	Iteration 4Q: 3 clusters Score -783881.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -784056.625000 Penalty: 4545.854492
	Iteration 5Q: 3 clusters Score -784056.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -784192.937500 Penalty: 4545.854492
	Iteration 6Q: 3 clusters Score -784192.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -784297.187500 Penalty: 4545.854492
	Iteration 7Q: 3 clusters Score -784297.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -784381.000000 Penalty: 4545.854492
	Iteration 8Q: 3 clusters Score -784381 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -784455.562500 Penalty: 4545.854492
	Iteration 9Q: 3 clusters Score -784455.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -784531.062500 Penalty: 4545.854492
	Iteration 10Q: 3 clusters Score -784531.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -784611.500000 Penalty: 4545.854492
	Iteration 11Q: 3 clusters Score -784611.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -784684.562500 Penalty: 4545.854492
	Iteration 12Q: 3 clusters Score -784684.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -784757.187500 Penalty: 4545.854492
	Iteration 13Q: 3 clusters Score -784757.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -784832.625000 Penalty: 4545.854492
	Iteration 14Q: 3 clusters Score -784832.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -784925.062500 Penalty: 4545.854492
	Iteration 15Q: 3 clusters Score -784925.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -785054.125000 Penalty: 4545.854492
	Iteration 16Q: 3 clusters Score -785054.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -785233.437500 Penalty: 4545.854492
	Iteration 17Q: 3 clusters Score -785233.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -785511.687500 Penalty: 4545.854492
	Iteration 18Q: 3 clusters Score -785511.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -785792.812500 Penalty: 4545.854492
	Iteration 19Q: 3 clusters Score -785792.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -786065.375000 Penalty: 4545.854492
	Iteration 20F: 3 clusters Score -786065.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -786317.937500 Penalty: 4545.854492
	Iteration 21Q: 3 clusters Score -786317.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -786489.062500 Penalty: 4545.854492
	Iteration 22Q: 3 clusters Score -786489.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -786581.187500 Penalty: 4545.854492
	Iteration 23Q: 3 clusters Score -786581.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -786637.437500 Penalty: 4545.854492
	Iteration 24Q: 3 clusters Score -786637.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -786671.375000 Penalty: 4545.854492
	Iteration 25Q: 3 clusters Score -786671.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -786686.187500 Penalty: 4545.854492
	Iteration 26Q: 3 clusters Score -786686.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -786696.437500 Penalty: 4545.854492
	Iteration 27Q: 3 clusters Score -786696.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -786701.125000 Penalty: 4545.854492
	Iteration 28Q: 3 clusters Score -786701.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -786706.750000 Penalty: 4545.854492
	Iteration 29Q: 3 clusters Score -786706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -786708.437500 Penalty: 4545.854492
	Iteration 30Q: 3 clusters Score -786708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -786711.937500 Penalty: 4545.854492
	Iteration 31Q: 3 clusters Score -786711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -786713.000000 Penalty: 4545.854492
	Iteration 32Q: 3 clusters Score -786713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -786716.312500 Penalty: 4545.854492
	Iteration 33Q: 3 clusters Score -786716.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -786721.312500 Penalty: 4545.854492
	Iteration 34Q: 3 clusters Score -786721.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -786721.312500 Penalty: 4545.854492
	Iteration 35Q: 3 clusters Score -786721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -786720.375000 Penalty: 4545.854492
	Iteration 36Q: 3 clusters Score -786720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -786722.687500 Penalty: 4545.854492
	Iteration 37Q: 3 clusters Score -786722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -786724.312500 Penalty: 4545.854492
	Iteration 38Q: 3 clusters Score -786724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -786726.000000 Penalty: 4545.854492
	Iteration 39F: 3 clusters Score -786726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -786725.687500 Penalty: 4545.854492
	Iteration 40F: 3 clusters Score -786725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -786728.500000 Penalty: 4545.854492
	Iteration 41Q: 3 clusters Score -786728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -786728.687500 Penalty: 4545.854492
	Iteration 42Q: 3 clusters Score -786728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -786729.500000 Penalty: 4545.854492
	Iteration 43Q: 3 clusters Score -786729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -786730.375000 Penalty: 4545.854492
	Iteration 44Q: 3 clusters Score -786730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -786731.062500 Penalty: 4545.854492
	Iteration 45Q: 3 clusters Score -786731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -786732.125000 Penalty: 4545.854492
	Iteration 46Q: 3 clusters Score -786732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -786731.750000 Penalty: 4545.854492
	Iteration 47Q: 3 clusters Score -786731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -786731.750000 Penalty: 4545.854492
	Iteration 48F: 3 clusters Score -786731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -161722.171875 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -161722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -159134.796875 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -159134.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159625.234375 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -159625.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159751.078125 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -159751.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159806.843750 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -159806.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159840.218750 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -159840.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -159860.640625 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -159860.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159871.250000 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -159871.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -159881.609375 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -159881.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -159893.140625 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -159893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -159899.703125 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -159899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159904.140625 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -159904.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -159913.953125 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -159914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -159921.796875 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -159921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159926.203125 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -159926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -159931.859375 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -159931.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -159935.734375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -159935.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159937.125000 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -159937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159938.250000 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -159938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -159940.140625 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -159940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -159942.640625 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -159942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -159945.437500 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -159945.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159948.437500 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -159948.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -159951.875000 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -159951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159954.984375 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -159955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159956.125000 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -159956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -159957.796875 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -159957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -159958.390625 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -159958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -159958.390625 Penalty: 3777.187988
	Iteration 27F: 3 clusters Score -159958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Entering Unmasked Estep 
Score: -1033661.312500 Penalty: 2337.291992
	Iteration 0F: 2 clusters Score -1033661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1024524.875000 Penalty: 4674.583984
	Iteration 0F: 3 clusters Score -1024525 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1027292.625000 Penalty: 4674.583984
	Iteration 1F: 3 clusters Score -1027293 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1027616.750000 Penalty: 4674.583984
	Iteration 2F: 3 clusters Score -1027617 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1027877.125000 Penalty: 4674.583984
	Iteration 3Q: 3 clusters Score -1027877 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1028135.750000 Penalty: 4674.583984
	Iteration 4Q: 3 clusters Score -1028136 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1028412.562500 Penalty: 4674.583984
	Iteration 5Q: 3 clusters Score -1028413 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1028739.937500 Penalty: 4674.583984
	Iteration 6Q: 3 clusters Score -1028740 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1029068.750000 Penalty: 4674.583984
	Iteration 7Q: 3 clusters Score -1029069 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1029416.250000 Penalty: 4674.583984
	Iteration 8Q: 3 clusters Score -1029416 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1029725.375000 Penalty: 4674.583984
	Iteration 9Q: 3 clusters Score -1029725 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1029969.125000 Penalty: 4674.583984
	Iteration 10Q: 3 clusters Score -1029969 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1030174.812500 Penalty: 4674.583984
	Iteration 11Q: 3 clusters Score -1030175 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1030338.312500 Penalty: 4674.583984
	Iteration 12Q: 3 clusters Score -1030338 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1030488.875000 Penalty: 4674.583984
	Iteration 13Q: 3 clusters Score -1030489 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1030636.437500 Penalty: 4674.583984
	Iteration 14Q: 3 clusters Score -1030636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1030775.875000 Penalty: 4674.583984
	Iteration 15Q: 3 clusters Score -1030776 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1030895.687500 Penalty: 4674.583984
	Iteration 16Q: 3 clusters Score -1030896 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1030998.562500 Penalty: 4674.583984
	Iteration 17Q: 3 clusters Score -1030999 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1031096.750000 Penalty: 4674.583984
	Iteration 18Q: 3 clusters Score -1031097 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1031208.625000 Penalty: 4674.583984
	Iteration 19Q: 3 clusters Score -1031209 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1031285.375000 Penalty: 4674.583984
	Iteration 20F: 3 clusters Score -1031285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1031359.750000 Penalty: 4674.583984
	Iteration 21Q: 3 clusters Score -1031360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1031424.062500 Penalty: 4674.583984
	Iteration 22Q: 3 clusters Score -1031424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1031475.437500 Penalty: 4674.583984
	Iteration 23Q: 3 clusters Score -1031475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1031519.500000 Penalty: 4674.583984
	Iteration 24Q: 3 clusters Score -1031520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1031547.437500 Penalty: 4674.583984
	Iteration 25Q: 3 clusters Score -1031547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1031580.250000 Penalty: 4674.583984
	Iteration 26Q: 3 clusters Score -1031580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1031614.187500 Penalty: 4674.583984
	Iteration 27Q: 3 clusters Score -1031614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1031642.312500 Penalty: 4674.583984
	Iteration 28Q: 3 clusters Score -1031642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1031669.062500 Penalty: 4674.583984
	Iteration 29Q: 3 clusters Score -1031669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1031692.125000 Penalty: 4674.583984
	Iteration 30Q: 3 clusters Score -1031692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1031712.187500 Penalty: 4674.583984
	Iteration 31Q: 3 clusters Score -1031712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1031727.812500 Penalty: 4674.583984
	Iteration 32Q: 3 clusters Score -1031728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1031735.875000 Penalty: 4674.583984
	Iteration 33Q: 3 clusters Score -1031736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1031743.500000 Penalty: 4674.583984
	Iteration 34Q: 3 clusters Score -1031744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1031751.875000 Penalty: 4674.583984
	Iteration 35Q: 3 clusters Score -1031752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1031758.437500 Penalty: 4674.583984
	Iteration 36Q: 3 clusters Score -1031758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1031762.312500 Penalty: 4674.583984
	Iteration 37Q: 3 clusters Score -1031762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1031767.937500 Penalty: 4674.583984
	Iteration 38Q: 3 clusters Score -1031768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1031772.062500 Penalty: 4674.583984
	Iteration 39Q: 3 clusters Score -1031772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1031780.187500 Penalty: 4674.583984
	Iteration 40F: 3 clusters Score -1031780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1031785.437500 Penalty: 4674.583984
	Iteration 41Q: 3 clusters Score -1031785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1031793.937500 Penalty: 4674.583984
	Iteration 42Q: 3 clusters Score -1031794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1031798.437500 Penalty: 4674.583984
	Iteration 43Q: 3 clusters Score -1031798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1031806.875000 Penalty: 4674.583984
	Iteration 44Q: 3 clusters Score -1031807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1031811.625000 Penalty: 4674.583984
	Iteration 45Q: 3 clusters Score -1031812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1031816.687500 Penalty: 4674.583984
	Iteration 46Q: 3 clusters Score -1031817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1031820.187500 Penalty: 4674.583984
	Iteration 47Q: 3 clusters Score -1031820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1031825.187500 Penalty: 4674.583984
	Iteration 48Q: 3 clusters Score -1031825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1031827.812500 Penalty: 4674.583984
	Iteration 49Q: 3 clusters Score -1031828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1031829.250000 Penalty: 4674.583984
	Iteration 50Q: 3 clusters Score -1031829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1031832.750000 Penalty: 4674.583984
	Iteration 51Q: 3 clusters Score -1031833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1031833.812500 Penalty: 4674.583984
	Iteration 52Q: 3 clusters Score -1031834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1031835.875000 Penalty: 4674.583984
	Iteration 53Q: 3 clusters Score -1031836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1031839.812500 Penalty: 4674.583984
	Iteration 54Q: 3 clusters Score -1031840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1031842.687500 Penalty: 4674.583984
	Iteration 55Q: 3 clusters Score -1031843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1031846.250000 Penalty: 4674.583984
	Iteration 56Q: 3 clusters Score -1031846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1031849.937500 Penalty: 4674.583984
	Iteration 57Q: 3 clusters Score -1031850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1031853.875000 Penalty: 4674.583984
	Iteration 58Q: 3 clusters Score -1031854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1031857.125000 Penalty: 4674.583984
	Iteration 59Q: 3 clusters Score -1031857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1031857.125000 Penalty: 4674.583984
	Iteration 60F: 3 clusters Score -1031857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1031860.125000 Penalty: 4674.583984
	Iteration 61Q: 3 clusters Score -1031860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1031859.937500 Penalty: 4674.583984
	Iteration 62Q: 3 clusters Score -1031860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1031861.937500 Penalty: 4674.583984
	Iteration 63Q: 3 clusters Score -1031862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1031862.000000 Penalty: 4674.583984
	Iteration 64Q: 3 clusters Score -1031862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1031861.625000 Penalty: 4674.583984
	Iteration 65Q: 3 clusters Score -1031862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1031863.625000 Penalty: 4674.583984
	Iteration 66Q: 3 clusters Score -1031864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1031863.562500 Penalty: 4674.583984
	Iteration 67Q: 3 clusters Score -1031864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1031863.562500 Penalty: 4674.583984
	Iteration 68F: 3 clusters Score -1031864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -1766839.000000 Penalty: 2477.709961
	Iteration 0F: 2 clusters Score -1766839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1751466.500000 Penalty: 4955.419922
	Iteration 0F: 3 clusters Score -1751466 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1756826.625000 Penalty: 4955.419922
	Iteration 1F: 3 clusters Score -1756827 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1757264.125000 Penalty: 4955.419922
	Iteration 2F: 3 clusters Score -1757264 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1757663.875000 Penalty: 4955.419922
	Iteration 3Q: 3 clusters Score -1757664 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1758039.250000 Penalty: 4955.419922
	Iteration 4Q: 3 clusters Score -1758039 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1758438.375000 Penalty: 4955.419922
	Iteration 5Q: 3 clusters Score -1758438 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1758927.875000 Penalty: 4955.419922
	Iteration 6Q: 3 clusters Score -1758928 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1759534.750000 Penalty: 4955.419922
	Iteration 7Q: 3 clusters Score -1759535 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1760256.125000 Penalty: 4955.419922
	Iteration 8F: 3 clusters Score -1760256 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1761120.250000 Penalty: 4955.419922
	Iteration 9F: 3 clusters Score -1761120 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1762021.625000 Penalty: 4955.419922
	Iteration 10F: 3 clusters Score -1762022 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1762837.750000 Penalty: 4955.419922
	Iteration 11Q: 3 clusters Score -1762838 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1763473.625000 Penalty: 4955.419922
	Iteration 12Q: 3 clusters Score -1763474 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1763908.875000 Penalty: 4955.419922
	Iteration 13Q: 3 clusters Score -1763909 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1764185.375000 Penalty: 4955.419922
	Iteration 14Q: 3 clusters Score -1764185 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1764354.750000 Penalty: 4955.419922
	Iteration 15Q: 3 clusters Score -1764355 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1764482.125000 Penalty: 4955.419922
	Iteration 16Q: 3 clusters Score -1764482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1764550.875000 Penalty: 4955.419922
	Iteration 17Q: 3 clusters Score -1764551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1764612.500000 Penalty: 4955.419922
	Iteration 18Q: 3 clusters Score -1764612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1764642.750000 Penalty: 4955.419922
	Iteration 19Q: 3 clusters Score -1764643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1764665.250000 Penalty: 4955.419922
	Iteration 20F: 3 clusters Score -1764665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1764674.375000 Penalty: 4955.419922
	Iteration 21Q: 3 clusters Score -1764674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1764678.000000 Penalty: 4955.419922
	Iteration 22Q: 3 clusters Score -1764678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1764690.250000 Penalty: 4955.419922
	Iteration 23Q: 3 clusters Score -1764690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1764698.125000 Penalty: 4955.419922
	Iteration 24Q: 3 clusters Score -1764698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1764697.625000 Penalty: 4955.419922
	Iteration 25Q: 3 clusters Score -1764698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1764699.000000 Penalty: 4955.419922
	Iteration 26Q: 3 clusters Score -1764699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1764699.000000 Penalty: 4955.419922
	Iteration 27F: 3 clusters Score -1764699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Entering Unmasked Estep 
Score: -965804.625000 Penalty: 2354.814209
	Iteration 0F: 2 clusters Score -965804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -956112.062500 Penalty: 4709.628418
	Iteration 0F: 3 clusters Score -956112.1 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -959231.375000 Penalty: 4709.628418
	Iteration 1F: 3 clusters Score -959231.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -959711.625000 Penalty: 4709.628418
	Iteration 2F: 3 clusters Score -959711.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -960147.937500 Penalty: 4709.628418
	Iteration 3F: 3 clusters Score -960147.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -960611.375000 Penalty: 4709.628418
	Iteration 4F: 3 clusters Score -960611.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -961121.812500 Penalty: 4709.628418
	Iteration 5F: 3 clusters Score -961121.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -961630.812500 Penalty: 4709.628418
	Iteration 6F: 3 clusters Score -961630.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -962115.937500 Penalty: 4709.628418
	Iteration 7F: 3 clusters Score -962115.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -962623.062500 Penalty: 4709.628418
	Iteration 8Q: 3 clusters Score -962623.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -963084.500000 Penalty: 4709.628418
	Iteration 9Q: 3 clusters Score -963084.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -963421.500000 Penalty: 4709.628418
	Iteration 10Q: 3 clusters Score -963421.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -963695.562500 Penalty: 4709.628418
	Iteration 11Q: 3 clusters Score -963695.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -963911.250000 Penalty: 4709.628418
	Iteration 12Q: 3 clusters Score -963911.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -964055.687500 Penalty: 4709.628418
	Iteration 13Q: 3 clusters Score -964055.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -964154.250000 Penalty: 4709.628418
	Iteration 14Q: 3 clusters Score -964154.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -964224.187500 Penalty: 4709.628418
	Iteration 15Q: 3 clusters Score -964224.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -964285.625000 Penalty: 4709.628418
	Iteration 16Q: 3 clusters Score -964285.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -964336.937500 Penalty: 4709.628418
	Iteration 17Q: 3 clusters Score -964336.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -964361.000000 Penalty: 4709.628418
	Iteration 18Q: 3 clusters Score -964361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -964383.312500 Penalty: 4709.628418
	Iteration 19Q: 3 clusters Score -964383.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -964399.687500 Penalty: 4709.628418
	Iteration 20F: 3 clusters Score -964399.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -964421.687500 Penalty: 4709.628418
	Iteration 21Q: 3 clusters Score -964421.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -964427.750000 Penalty: 4709.628418
	Iteration 22Q: 3 clusters Score -964427.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -964436.562500 Penalty: 4709.628418
	Iteration 23Q: 3 clusters Score -964436.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -964446.562500 Penalty: 4709.628418
	Iteration 24Q: 3 clusters Score -964446.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -964453.062500 Penalty: 4709.628418
	Iteration 25Q: 3 clusters Score -964453.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -964457.625000 Penalty: 4709.628418
	Iteration 26Q: 3 clusters Score -964457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -964461.937500 Penalty: 4709.628418
	Iteration 27Q: 3 clusters Score -964461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -964468.812500 Penalty: 4709.628418
	Iteration 28Q: 3 clusters Score -964468.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -964475.937500 Penalty: 4709.628418
	Iteration 29Q: 3 clusters Score -964475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -964481.375000 Penalty: 4709.628418
	Iteration 30Q: 3 clusters Score -964481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -964485.875000 Penalty: 4709.628418
	Iteration 31Q: 3 clusters Score -964485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -964488.312500 Penalty: 4709.628418
	Iteration 32Q: 3 clusters Score -964488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -964491.875000 Penalty: 4709.628418
	Iteration 33Q: 3 clusters Score -964491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -964494.750000 Penalty: 4709.628418
	Iteration 34Q: 3 clusters Score -964494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -964495.062500 Penalty: 4709.628418
	Iteration 35Q: 3 clusters Score -964495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -964495.687500 Penalty: 4709.628418
	Iteration 36Q: 3 clusters Score -964495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -964495.687500 Penalty: 4709.628418
	Iteration 37F: 3 clusters Score -964495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -633877.312500 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -633877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -627541.250000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -627541.2 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -629252.562500 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -629252.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -629550.187500 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -629550.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -629804.562500 Penalty: 4445.917969
	Iteration 3F: 3 clusters Score -629804.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -630029.437500 Penalty: 4445.917969
	Iteration 4Q: 3 clusters Score -630029.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -630254.250000 Penalty: 4445.917969
	Iteration 5Q: 3 clusters Score -630254.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -630531.250000 Penalty: 4445.917969
	Iteration 6Q: 3 clusters Score -630531.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -630816.937500 Penalty: 4445.917969
	Iteration 7Q: 3 clusters Score -630816.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -631079.625000 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -631079.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -631318.250000 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -631318.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -631504.562500 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -631504.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -631659.312500 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -631659.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -631816.062500 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -631816.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -632010.250000 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -632010.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -632244.062500 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -632244.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -632455.687500 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -632455.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -632633.750000 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -632633.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -632738.562500 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -632738.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -632797.375000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -632797.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -632834.750000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -632834.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -632856.000000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -632856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -632876.875000 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -632876.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -632893.500000 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -632893.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -632908.062500 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -632908.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -632927.000000 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -632927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -632936.250000 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -632936.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -632944.937500 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -632944.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -632951.625000 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -632951.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -632959.187500 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -632959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -632965.937500 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -632965.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -632971.875000 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -632971.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -632977.687500 Penalty: 4445.917969
	Iteration 31Q: 3 clusters Score -632977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -632981.375000 Penalty: 4445.917969
	Iteration 32Q: 3 clusters Score -632981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -632984.250000 Penalty: 4445.917969
	Iteration 33Q: 3 clusters Score -632984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -632989.187500 Penalty: 4445.917969
	Iteration 34Q: 3 clusters Score -632989.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -632990.812500 Penalty: 4445.917969
	Iteration 35Q: 3 clusters Score -632990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -632994.812500 Penalty: 4445.917969
	Iteration 36Q: 3 clusters Score -632994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -632997.875000 Penalty: 4445.917969
	Iteration 37Q: 3 clusters Score -632997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -633001.250000 Penalty: 4445.917969
	Iteration 38Q: 3 clusters Score -633001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -633003.562500 Penalty: 4445.917969
	Iteration 39Q: 3 clusters Score -633003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -633002.500000 Penalty: 4445.917969
	Iteration 40F: 3 clusters Score -633002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -633003.312500 Penalty: 4445.917969
	Iteration 41Q: 3 clusters Score -633003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -633005.687500 Penalty: 4445.917969
	Iteration 42Q: 3 clusters Score -633005.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -633007.000000 Penalty: 4445.917969
	Iteration 43Q: 3 clusters Score -633007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -633008.375000 Penalty: 4445.917969
	Iteration 44Q: 3 clusters Score -633008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -633009.750000 Penalty: 4445.917969
	Iteration 45Q: 3 clusters Score -633009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -633013.000000 Penalty: 4445.917969
	Iteration 46Q: 3 clusters Score -633013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -633016.187500 Penalty: 4445.917969
	Iteration 47Q: 3 clusters Score -633016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -633018.000000 Penalty: 4445.917969
	Iteration 48Q: 3 clusters Score -633018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -633020.125000 Penalty: 4445.917969
	Iteration 49Q: 3 clusters Score -633020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -633024.500000 Penalty: 4445.917969
	Iteration 50Q: 3 clusters Score -633024.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -633027.437500 Penalty: 4445.917969
	Iteration 51Q: 3 clusters Score -633027.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -633028.375000 Penalty: 4445.917969
	Iteration 52Q: 3 clusters Score -633028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -633030.500000 Penalty: 4445.917969
	Iteration 53Q: 3 clusters Score -633030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -633031.187500 Penalty: 4445.917969
	Iteration 54Q: 3 clusters Score -633031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -633032.625000 Penalty: 4445.917969
	Iteration 55Q: 3 clusters Score -633032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -633033.312500 Penalty: 4445.917969
	Iteration 56Q: 3 clusters Score -633033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -633033.750000 Penalty: 4445.917969
	Iteration 57Q: 3 clusters Score -633033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -633034.625000 Penalty: 4445.917969
	Iteration 58Q: 3 clusters Score -633034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -633035.250000 Penalty: 4445.917969
	Iteration 59Q: 3 clusters Score -633035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -633035.250000 Penalty: 4445.917969
	Iteration 60F: 3 clusters Score -633035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -68403.617188 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -68403.62 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 576 members 
Entering Unmasked Estep 
Score: -66395.015625 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -66395.02 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -66890.453125 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -66890.45 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67156.273438 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -67156.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67316.695312 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -67316.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67402.914062 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -67402.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67462.851562 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -67462.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67504.734375 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -67504.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67547.640625 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -67547.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67572.546875 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -67572.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67584.828125 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -67584.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67601.507812 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -67601.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67613.867188 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -67613.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67622.890625 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -67622.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67624.734375 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -67624.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67625.843750 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -67625.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67626.531250 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -67626.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67626.531250 Penalty: 3506.235596
	Iteration 16F: 3 clusters Score -67626.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -143020.734375 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -143020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140496.171875 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -140496.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -140994.718750 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -140994.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -141126.593750 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -141126.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -141210.750000 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -141210.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -141256.687500 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -141256.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -141288.375000 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -141288.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -141317.812500 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -141317.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141341.546875 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -141341.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -141359.296875 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -141359.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -141373.937500 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -141373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -141387.953125 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -141388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -141399.421875 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -141399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -141412.593750 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -141412.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -141436.625000 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -141436.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -141460.546875 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -141460.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -141486.437500 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -141486.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -141528.171875 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -141528.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -141566.140625 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -141566.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -141606.218750 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -141606.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -141645.921875 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -141645.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141662.703125 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -141662.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141674.875000 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -141674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -141686.375000 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -141686.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141705.531250 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -141705.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -141726.156250 Penalty: 3731.378906
	Iteration 24Q: 3 clusters Score -141726.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141753.671875 Penalty: 3731.378906
	Iteration 25Q: 3 clusters Score -141753.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -141776.140625 Penalty: 3731.378906
	Iteration 26Q: 3 clusters Score -141776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -141796.609375 Penalty: 3731.378906
	Iteration 27Q: 3 clusters Score -141796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141814.296875 Penalty: 3731.378906
	Iteration 28Q: 3 clusters Score -141814.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141838.437500 Penalty: 3731.378906
	Iteration 29Q: 3 clusters Score -141838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141869.828125 Penalty: 3731.378906
	Iteration 30Q: 3 clusters Score -141869.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -141896.937500 Penalty: 3731.378906
	Iteration 31Q: 3 clusters Score -141896.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -141923.875000 Penalty: 3731.378906
	Iteration 32Q: 3 clusters Score -141923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141938.609375 Penalty: 3731.378906
	Iteration 33Q: 3 clusters Score -141938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141952.750000 Penalty: 3731.378906
	Iteration 34Q: 3 clusters Score -141952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -141976.328125 Penalty: 3731.378906
	Iteration 35Q: 3 clusters Score -141976.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -141999.687500 Penalty: 3731.378906
	Iteration 36Q: 3 clusters Score -141999.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -142046.718750 Penalty: 3731.378906
	Iteration 37Q: 3 clusters Score -142046.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -142121.359375 Penalty: 3731.378906
	Iteration 38Q: 3 clusters Score -142121.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142239.843750 Penalty: 3731.378906
	Iteration 39Q: 3 clusters Score -142239.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -142364.156250 Penalty: 3731.378906
	Iteration 40F: 3 clusters Score -142364.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -142469.343750 Penalty: 3731.378906
	Iteration 41Q: 3 clusters Score -142469.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -142550.046875 Penalty: 3731.378906
	Iteration 42Q: 3 clusters Score -142550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -142619.640625 Penalty: 3731.378906
	Iteration 43Q: 3 clusters Score -142619.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -142661.843750 Penalty: 3731.378906
	Iteration 44Q: 3 clusters Score -142661.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -142688.265625 Penalty: 3731.378906
	Iteration 45Q: 3 clusters Score -142688.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -142705.453125 Penalty: 3731.378906
	Iteration 46Q: 3 clusters Score -142705.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -142718.359375 Penalty: 3731.378906
	Iteration 47Q: 3 clusters Score -142718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -142728.078125 Penalty: 3731.378906
	Iteration 48Q: 3 clusters Score -142728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -142743.218750 Penalty: 3731.378906
	Iteration 49Q: 3 clusters Score -142743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -142759.890625 Penalty: 3731.378906
	Iteration 50Q: 3 clusters Score -142759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -142773.312500 Penalty: 3731.378906
	Iteration 51Q: 3 clusters Score -142773.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -142784.625000 Penalty: 3731.378906
	Iteration 52Q: 3 clusters Score -142784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -142792.390625 Penalty: 3731.378906
	Iteration 53Q: 3 clusters Score -142792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -142797.312500 Penalty: 3731.378906
	Iteration 54Q: 3 clusters Score -142797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -142797.312500 Penalty: 3731.378906
	Iteration 55F: 3 clusters Score -142797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -63280.667969 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -63280.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61506.531250 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -61506.53 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61713.042969 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -61713.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61804.566406 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -61804.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61838.695312 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -61838.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61860.652344 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -61860.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61868.066406 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -61868.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61873.171875 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -61873.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61881.214844 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -61881.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61883.785156 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -61883.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61885.117188 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -61885.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61885.117188 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -61885.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -362092.687500 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -362092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -357942.125000 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -357942.1 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -358865.062500 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -358865.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -359094.593750 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -359094.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -359217.437500 Penalty: 4160.333008
	Iteration 3F: 3 clusters Score -359217.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -359288.156250 Penalty: 4160.333008
	Iteration 4Q: 3 clusters Score -359288.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -359342.687500 Penalty: 4160.333008
	Iteration 5Q: 3 clusters Score -359342.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -359378.843750 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -359378.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -359408.531250 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -359408.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -359431.406250 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -359431.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -359453.718750 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -359453.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -359472.937500 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -359472.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -359489.750000 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -359489.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -359503.437500 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -359503.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -359517.031250 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -359517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -359531.906250 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -359531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -359550.531250 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -359550.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -359566.250000 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -359566.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -359580.000000 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -359580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -359596.093750 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -359596.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -359616.343750 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -359616.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -359635.812500 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -359635.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -359657.656250 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -359657.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -359675.437500 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -359675.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -359701.781250 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -359701.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -359737.656250 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -359737.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -359775.343750 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -359775.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -359816.750000 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -359816.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -359870.812500 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -359870.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -359912.468750 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -359912.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -359953.875000 Penalty: 4160.333008
	Iteration 29Q: 3 clusters Score -359953.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -359990.218750 Penalty: 4160.333008
	Iteration 30Q: 3 clusters Score -359990.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -360028.187500 Penalty: 4160.333008
	Iteration 31Q: 3 clusters Score -360028.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -360066.468750 Penalty: 4160.333008
	Iteration 32Q: 3 clusters Score -360066.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -360101.750000 Penalty: 4160.333008
	Iteration 33Q: 3 clusters Score -360101.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -360134.156250 Penalty: 4160.333008
	Iteration 34Q: 3 clusters Score -360134.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -360166.875000 Penalty: 4160.333008
	Iteration 35Q: 3 clusters Score -360166.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -360212.531250 Penalty: 4160.333008
	Iteration 36Q: 3 clusters Score -360212.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -360247.156250 Penalty: 4160.333008
	Iteration 37Q: 3 clusters Score -360247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -360274.968750 Penalty: 4160.333008
	Iteration 38Q: 3 clusters Score -360275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -360308.875000 Penalty: 4160.333008
	Iteration 39Q: 3 clusters Score -360308.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -360334.812500 Penalty: 4160.333008
	Iteration 40F: 3 clusters Score -360334.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -360354.156250 Penalty: 4160.333008
	Iteration 41Q: 3 clusters Score -360354.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -360379.843750 Penalty: 4160.333008
	Iteration 42Q: 3 clusters Score -360379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -360400.937500 Penalty: 4160.333008
	Iteration 43Q: 3 clusters Score -360400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -360416.625000 Penalty: 4160.333008
	Iteration 44Q: 3 clusters Score -360416.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -360422.937500 Penalty: 4160.333008
	Iteration 45Q: 3 clusters Score -360422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -360427.531250 Penalty: 4160.333008
	Iteration 46Q: 3 clusters Score -360427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -360433.406250 Penalty: 4160.333008
	Iteration 47Q: 3 clusters Score -360433.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -360447.281250 Penalty: 4160.333008
	Iteration 48Q: 3 clusters Score -360447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -360455.875000 Penalty: 4160.333008
	Iteration 49Q: 3 clusters Score -360455.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -360465.093750 Penalty: 4160.333008
	Iteration 50Q: 3 clusters Score -360465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -360471.031250 Penalty: 4160.333008
	Iteration 51Q: 3 clusters Score -360471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -360475.718750 Penalty: 4160.333008
	Iteration 52Q: 3 clusters Score -360475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -360478.562500 Penalty: 4160.333008
	Iteration 53Q: 3 clusters Score -360478.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -360481.968750 Penalty: 4160.333008
	Iteration 54Q: 3 clusters Score -360482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -360485.250000 Penalty: 4160.333008
	Iteration 55Q: 3 clusters Score -360485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -360486.125000 Penalty: 4160.333008
	Iteration 56Q: 3 clusters Score -360486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -360487.250000 Penalty: 4160.333008
	Iteration 57Q: 3 clusters Score -360487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -360487.250000 Penalty: 4160.333008
	Iteration 58F: 3 clusters Score -360487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Entering Unmasked Estep 
Score: -648817.812500 Penalty: 2231.353760
	Iteration 0F: 2 clusters Score -648817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -642411.187500 Penalty: 4462.707520
	Iteration 0F: 3 clusters Score -642411.2 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -644265.875000 Penalty: 4462.707520
	Iteration 1F: 3 clusters Score -644265.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -644618.437500 Penalty: 4462.707520
	Iteration 2F: 3 clusters Score -644618.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -644905.750000 Penalty: 4462.707520
	Iteration 3F: 3 clusters Score -644905.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -645221.437500 Penalty: 4462.707520
	Iteration 4F: 3 clusters Score -645221.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -645545.375000 Penalty: 4462.707520
	Iteration 5F: 3 clusters Score -645545.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -645835.250000 Penalty: 4462.707520
	Iteration 6Q: 3 clusters Score -645835.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -646114.937500 Penalty: 4462.707520
	Iteration 7Q: 3 clusters Score -646114.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -646332.187500 Penalty: 4462.707520
	Iteration 8Q: 3 clusters Score -646332.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -646503.500000 Penalty: 4462.707520
	Iteration 9Q: 3 clusters Score -646503.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -646660.250000 Penalty: 4462.707520
	Iteration 10Q: 3 clusters Score -646660.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -646826.875000 Penalty: 4462.707520
	Iteration 11Q: 3 clusters Score -646826.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -646979.500000 Penalty: 4462.707520
	Iteration 12Q: 3 clusters Score -646979.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -647065.875000 Penalty: 4462.707520
	Iteration 13Q: 3 clusters Score -647065.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -647130.312500 Penalty: 4462.707520
	Iteration 14Q: 3 clusters Score -647130.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -647171.937500 Penalty: 4462.707520
	Iteration 15Q: 3 clusters Score -647171.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -647192.687500 Penalty: 4462.707520
	Iteration 16Q: 3 clusters Score -647192.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -647204.062500 Penalty: 4462.707520
	Iteration 17Q: 3 clusters Score -647204.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -647214.687500 Penalty: 4462.707520
	Iteration 18Q: 3 clusters Score -647214.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -647218.812500 Penalty: 4462.707520
	Iteration 19Q: 3 clusters Score -647218.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -647224.312500 Penalty: 4462.707520
	Iteration 20F: 3 clusters Score -647224.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -647230.250000 Penalty: 4462.707520
	Iteration 21Q: 3 clusters Score -647230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -647235.937500 Penalty: 4462.707520
	Iteration 22Q: 3 clusters Score -647235.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -647240.750000 Penalty: 4462.707520
	Iteration 23Q: 3 clusters Score -647240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -647243.062500 Penalty: 4462.707520
	Iteration 24Q: 3 clusters Score -647243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -647244.687500 Penalty: 4462.707520
	Iteration 25Q: 3 clusters Score -647244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -647248.000000 Penalty: 4462.707520
	Iteration 26Q: 3 clusters Score -647248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -647248.125000 Penalty: 4462.707520
	Iteration 27Q: 3 clusters Score -647248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -647247.750000 Penalty: 4462.707520
	Iteration 28Q: 3 clusters Score -647247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -647247.750000 Penalty: 4462.707520
	Iteration 29F: 3 clusters Score -647247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -195162.156250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -195162.2 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 1371 members 
Entering Unmasked Estep 
Score: -192030.265625 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -192030.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -192744.484375 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -192744.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -192991.906250 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -192991.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -193190.281250 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -193190.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -193353.281250 Penalty: 3941.697754
	Iteration 4F: 3 clusters Score -193353.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -193487.765625 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -193487.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -193594.781250 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -193594.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -193682.281250 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -193682.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -193746.046875 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -193746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -193781.984375 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -193782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -193815.578125 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -193815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -193832.328125 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -193832.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -193847.828125 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -193847.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -193854.453125 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -193854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193862.000000 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -193862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -193867.953125 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -193868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -193873.312500 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -193873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -193876.921875 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -193876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -193881.281250 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -193881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -193884.625000 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -193884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -193888.859375 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -193888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -193893.109375 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -193893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -193896.875000 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -193896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -193905.234375 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -193905.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -193913.062500 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -193913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -193917.625000 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -193917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -193919.796875 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -193919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -193921.343750 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -193921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -193922.515625 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -193922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -193922.468750 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -193922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -193922.468750 Penalty: 3941.697754
	Iteration 30F: 3 clusters Score -193922.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -80194.875000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -80194.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78280.507812 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -78280.51 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78543.257812 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -78543.26 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78628.601562 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -78628.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78672.976562 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -78672.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78699.531250 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -78699.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78717.132812 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -78717.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78736.992188 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -78736.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78758.507812 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -78758.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78778.734375 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -78778.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78787.960938 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -78787.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78794.914062 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -78794.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78796.031250 Penalty: 3421.762451
	Iteration 11Q: 3 clusters Score -78796.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78796.031250 Penalty: 3421.762451
	Iteration 12F: 3 clusters Score -78796.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (37610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Entering Unmasked Estep 
Score: -3136895.500000 Penalty: 2612.686279
	Iteration 0F: 2 clusters Score -3136896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -3111299.750000 Penalty: 5225.372559
	Iteration 0F: 3 clusters Score -3111300 nChanged 17105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3120942.000000 Penalty: 5225.372559
	Iteration 1F: 3 clusters Score -3120942 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3121763.250000 Penalty: 5225.372559
	Iteration 2F: 3 clusters Score -3121763 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3122848.000000 Penalty: 5225.372559
	Iteration 3F: 3 clusters Score -3122848 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3124653.000000 Penalty: 5225.372559
	Iteration 4F: 3 clusters Score -3124653 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3127278.250000 Penalty: 5225.372559
	Iteration 5F: 3 clusters Score -3127278 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -3130387.500000 Penalty: 5225.372559
	Iteration 6F: 3 clusters Score -3130388 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3132802.000000 Penalty: 5225.372559
	Iteration 7F: 3 clusters Score -3132802 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -3133989.750000 Penalty: 5225.372559
	Iteration 8Q: 3 clusters Score -3133990 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3134443.250000 Penalty: 5225.372559
	Iteration 9Q: 3 clusters Score -3134443 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -3134606.500000 Penalty: 5225.372559
	Iteration 10Q: 3 clusters Score -3134606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -3134692.500000 Penalty: 5225.372559
	Iteration 11Q: 3 clusters Score -3134692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -3134740.500000 Penalty: 5225.372559
	Iteration 12Q: 3 clusters Score -3134740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3134772.000000 Penalty: 5225.372559
	Iteration 13Q: 3 clusters Score -3134772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -3134783.750000 Penalty: 5225.372559
	Iteration 14Q: 3 clusters Score -3134784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3134792.250000 Penalty: 5225.372559
	Iteration 15Q: 3 clusters Score -3134792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -3134795.000000 Penalty: 5225.372559
	Iteration 16Q: 3 clusters Score -3134795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -3134801.000000 Penalty: 5225.372559
	Iteration 17Q: 3 clusters Score -3134801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -3134804.250000 Penalty: 5225.372559
	Iteration 18Q: 3 clusters Score -3134804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3134813.250000 Penalty: 5225.372559
	Iteration 19Q: 3 clusters Score -3134813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3134814.500000 Penalty: 5225.372559
	Iteration 20F: 3 clusters Score -3134814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -3134817.000000 Penalty: 5225.372559
	Iteration 21Q: 3 clusters Score -3134817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -3134817.750000 Penalty: 5225.372559
	Iteration 22Q: 3 clusters Score -3134818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3134819.000000 Penalty: 5225.372559
	Iteration 23Q: 3 clusters Score -3134819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -3134823.000000 Penalty: 5225.372559
	Iteration 24Q: 3 clusters Score -3134823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3134823.250000 Penalty: 5225.372559
	Iteration 25Q: 3 clusters Score -3134823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3134827.750000 Penalty: 5225.372559
	Iteration 26Q: 3 clusters Score -3134828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -3134827.750000 Penalty: 5225.372559
	Iteration 27Q: 3 clusters Score -3134828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -3134830.500000 Penalty: 5225.372559
	Iteration 28Q: 3 clusters Score -3134830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3134832.500000 Penalty: 5225.372559
	Iteration 29Q: 3 clusters Score -3134832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -3134834.250000 Penalty: 5225.372559
	Iteration 30Q: 3 clusters Score -3134834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -3134839.000000 Penalty: 5225.372559
	Iteration 31Q: 3 clusters Score -3134839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3134840.000000 Penalty: 5225.372559
	Iteration 32Q: 3 clusters Score -3134840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3134840.000000 Penalty: 5225.372559
	Iteration 33F: 3 clusters Score -3134840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -185542.796875 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -185542.8 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 1144 members 
Entering Unmasked Estep 
Score: -182732.328125 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -182732.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -183311.328125 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -183311.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -183445.750000 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -183445.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -183506.468750 Penalty: 3845.371338
	Iteration 3Q: 3 clusters Score -183506.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -183557.484375 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -183557.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -183600.687500 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -183600.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -183644.781250 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -183644.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -183686.375000 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -183686.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -183725.906250 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -183725.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -183755.734375 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -183755.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -183776.265625 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -183776.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -183792.437500 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -183792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -183808.187500 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -183808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -183815.390625 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -183815.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -183823.546875 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -183823.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -183834.906250 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -183834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -183846.609375 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -183846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -183856.906250 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -183856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -183866.343750 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -183866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -183875.250000 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -183875.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -183883.343750 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -183883.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -183895.515625 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -183895.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -183904.406250 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -183904.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -183914.515625 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -183914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -183919.515625 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -183919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -183924.703125 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -183924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -183930.093750 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -183930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -183939.953125 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -183940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -183944.250000 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -183944.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183949.265625 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -183949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183952.093750 Penalty: 3845.371338
	Iteration 30Q: 3 clusters Score -183952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183958.828125 Penalty: 3845.371338
	Iteration 31Q: 3 clusters Score -183958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -183970.562500 Penalty: 3845.371338
	Iteration 32Q: 3 clusters Score -183970.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -183979.781250 Penalty: 3845.371338
	Iteration 33Q: 3 clusters Score -183979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -183986.546875 Penalty: 3845.371338
	Iteration 34Q: 3 clusters Score -183986.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -183995.531250 Penalty: 3845.371338
	Iteration 35Q: 3 clusters Score -183995.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -184008.046875 Penalty: 3845.371338
	Iteration 36Q: 3 clusters Score -184008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -184018.234375 Penalty: 3845.371338
	Iteration 37Q: 3 clusters Score -184018.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -184029.609375 Penalty: 3845.371338
	Iteration 38Q: 3 clusters Score -184029.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184040.718750 Penalty: 3845.371338
	Iteration 39Q: 3 clusters Score -184040.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -184050.750000 Penalty: 3845.371338
	Iteration 40F: 3 clusters Score -184050.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -184063.296875 Penalty: 3845.371338
	Iteration 41Q: 3 clusters Score -184063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -184074.109375 Penalty: 3845.371338
	Iteration 42Q: 3 clusters Score -184074.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -184083.171875 Penalty: 3845.371338
	Iteration 43Q: 3 clusters Score -184083.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -184090.171875 Penalty: 3845.371338
	Iteration 44Q: 3 clusters Score -184090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184097.906250 Penalty: 3845.371338
	Iteration 45Q: 3 clusters Score -184097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184101.750000 Penalty: 3845.371338
	Iteration 46Q: 3 clusters Score -184101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -184106.937500 Penalty: 3845.371338
	Iteration 47Q: 3 clusters Score -184106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184113.390625 Penalty: 3845.371338
	Iteration 48Q: 3 clusters Score -184113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -184122.953125 Penalty: 3845.371338
	Iteration 49Q: 3 clusters Score -184123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -184131.546875 Penalty: 3845.371338
	Iteration 50Q: 3 clusters Score -184131.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -184140.656250 Penalty: 3845.371338
	Iteration 51Q: 3 clusters Score -184140.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -184147.625000 Penalty: 3845.371338
	Iteration 52Q: 3 clusters Score -184147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -184152.671875 Penalty: 3845.371338
	Iteration 53Q: 3 clusters Score -184152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -184154.359375 Penalty: 3845.371338
	Iteration 54Q: 3 clusters Score -184154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -184155.812500 Penalty: 3845.371338
	Iteration 55Q: 3 clusters Score -184155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -184158.140625 Penalty: 3845.371338
	Iteration 56Q: 3 clusters Score -184158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -184163.234375 Penalty: 3845.371338
	Iteration 57Q: 3 clusters Score -184163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184169.531250 Penalty: 3845.371338
	Iteration 58Q: 3 clusters Score -184169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -184174.890625 Penalty: 3845.371338
	Iteration 59Q: 3 clusters Score -184174.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -184184.859375 Penalty: 3845.371338
	Iteration 60F: 3 clusters Score -184184.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -184191.250000 Penalty: 3845.371338
	Iteration 61Q: 3 clusters Score -184191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -184198.765625 Penalty: 3845.371338
	Iteration 62Q: 3 clusters Score -184198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -184202.531250 Penalty: 3845.371338
	Iteration 63Q: 3 clusters Score -184202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184207.062500 Penalty: 3845.371338
	Iteration 64Q: 3 clusters Score -184207.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -184211.703125 Penalty: 3845.371338
	Iteration 65Q: 3 clusters Score -184211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184213.546875 Penalty: 3845.371338
	Iteration 66Q: 3 clusters Score -184213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184217.656250 Penalty: 3845.371338
	Iteration 67Q: 3 clusters Score -184217.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184222.640625 Penalty: 3845.371338
	Iteration 68Q: 3 clusters Score -184222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -184229.609375 Penalty: 3845.371338
	Iteration 69Q: 3 clusters Score -184229.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -184234.687500 Penalty: 3845.371338
	Iteration 70Q: 3 clusters Score -184234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184237.046875 Penalty: 3845.371338
	Iteration 71Q: 3 clusters Score -184237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184238.312500 Penalty: 3845.371338
	Iteration 72Q: 3 clusters Score -184238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184240.546875 Penalty: 3845.371338
	Iteration 73Q: 3 clusters Score -184240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184245.406250 Penalty: 3845.371338
	Iteration 74Q: 3 clusters Score -184245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -184250.906250 Penalty: 3845.371338
	Iteration 75Q: 3 clusters Score -184250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -184254.609375 Penalty: 3845.371338
	Iteration 76Q: 3 clusters Score -184254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -184257.984375 Penalty: 3845.371338
	Iteration 77Q: 3 clusters Score -184258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -184260.890625 Penalty: 3845.371338
	Iteration 78Q: 3 clusters Score -184260.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -184264.875000 Penalty: 3845.371338
	Iteration 79Q: 3 clusters Score -184264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -184269.312500 Penalty: 3845.371338
	Iteration 80F: 3 clusters Score -184269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -184272.796875 Penalty: 3845.371338
	Iteration 81Q: 3 clusters Score -184272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -184274.656250 Penalty: 3845.371338
	Iteration 82Q: 3 clusters Score -184274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -184277.781250 Penalty: 3845.371338
	Iteration 83Q: 3 clusters Score -184277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -184282.843750 Penalty: 3845.371338
	Iteration 84Q: 3 clusters Score -184282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -184289.187500 Penalty: 3845.371338
	Iteration 85Q: 3 clusters Score -184289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -184299.484375 Penalty: 3845.371338
	Iteration 86Q: 3 clusters Score -184299.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -184311.000000 Penalty: 3845.371338
	Iteration 87Q: 3 clusters Score -184311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184314.781250 Penalty: 3845.371338
	Iteration 88Q: 3 clusters Score -184314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -184318.265625 Penalty: 3845.371338
	Iteration 89Q: 3 clusters Score -184318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -184319.421875 Penalty: 3845.371338
	Iteration 90Q: 3 clusters Score -184319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -184324.343750 Penalty: 3845.371338
	Iteration 91Q: 3 clusters Score -184324.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -184329.625000 Penalty: 3845.371338
	Iteration 92Q: 3 clusters Score -184329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184333.828125 Penalty: 3845.371338
	Iteration 93Q: 3 clusters Score -184333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -184336.531250 Penalty: 3845.371338
	Iteration 94Q: 3 clusters Score -184336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184340.656250 Penalty: 3845.371338
	Iteration 95Q: 3 clusters Score -184340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -184342.390625 Penalty: 3845.371338
	Iteration 96Q: 3 clusters Score -184342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -184346.015625 Penalty: 3845.371338
	Iteration 97Q: 3 clusters Score -184346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184348.750000 Penalty: 3845.371338
	Iteration 98Q: 3 clusters Score -184348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184349.468750 Penalty: 3845.371338
	Iteration 99Q: 3 clusters Score -184349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184351.281250 Penalty: 3845.371338
	Iteration 100F: 3 clusters Score -184351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184353.140625 Penalty: 3845.371338
	Iteration 101Q: 3 clusters Score -184353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -184354.093750 Penalty: 3845.371338
	Iteration 102Q: 3 clusters Score -184354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184354.656250 Penalty: 3845.371338
	Iteration 103Q: 3 clusters Score -184354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184354.656250 Penalty: 3845.371338
	Iteration 104F: 3 clusters Score -184354.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Entering Unmasked Estep 
Score: -616753.687500 Penalty: 2214.302734
	Iteration 0F: 2 clusters Score -616753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -610628.750000 Penalty: 4428.605469
	Iteration 0F: 3 clusters Score -610628.8 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -612377.562500 Penalty: 4428.605469
	Iteration 1F: 3 clusters Score -612377.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -612699.687500 Penalty: 4428.605469
	Iteration 2F: 3 clusters Score -612699.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -612936.125000 Penalty: 4428.605469
	Iteration 3F: 3 clusters Score -612936.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -613192.437500 Penalty: 4428.605469
	Iteration 4Q: 3 clusters Score -613192.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -613458.750000 Penalty: 4428.605469
	Iteration 5Q: 3 clusters Score -613458.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -613720.625000 Penalty: 4428.605469
	Iteration 6F: 3 clusters Score -613720.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -613934.875000 Penalty: 4428.605469
	Iteration 7Q: 3 clusters Score -613934.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -614143.375000 Penalty: 4428.605469
	Iteration 8Q: 3 clusters Score -614143.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -614321.250000 Penalty: 4428.605469
	Iteration 9Q: 3 clusters Score -614321.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -614483.250000 Penalty: 4428.605469
	Iteration 10Q: 3 clusters Score -614483.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -614642.687500 Penalty: 4428.605469
	Iteration 11Q: 3 clusters Score -614642.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -614789.250000 Penalty: 4428.605469
	Iteration 12Q: 3 clusters Score -614789.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -614941.625000 Penalty: 4428.605469
	Iteration 13Q: 3 clusters Score -614941.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -615108.000000 Penalty: 4428.605469
	Iteration 14Q: 3 clusters Score -615108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -615338.562500 Penalty: 4428.605469
	Iteration 15Q: 3 clusters Score -615338.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -615591.437500 Penalty: 4428.605469
	Iteration 16Q: 3 clusters Score -615591.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -615804.062500 Penalty: 4428.605469
	Iteration 17Q: 3 clusters Score -615804.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -615953.000000 Penalty: 4428.605469
	Iteration 18Q: 3 clusters Score -615953 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -616046.937500 Penalty: 4428.605469
	Iteration 19Q: 3 clusters Score -616046.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -616089.062500 Penalty: 4428.605469
	Iteration 20F: 3 clusters Score -616089.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -616105.750000 Penalty: 4428.605469
	Iteration 21Q: 3 clusters Score -616105.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -616115.687500 Penalty: 4428.605469
	Iteration 22Q: 3 clusters Score -616115.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -616119.125000 Penalty: 4428.605469
	Iteration 23Q: 3 clusters Score -616119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -616123.312500 Penalty: 4428.605469
	Iteration 24Q: 3 clusters Score -616123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -616124.437500 Penalty: 4428.605469
	Iteration 25Q: 3 clusters Score -616124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -616126.062500 Penalty: 4428.605469
	Iteration 26Q: 3 clusters Score -616126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -616129.750000 Penalty: 4428.605469
	Iteration 27Q: 3 clusters Score -616129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -616130.687500 Penalty: 4428.605469
	Iteration 28Q: 3 clusters Score -616130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -616134.562500 Penalty: 4428.605469
	Iteration 29Q: 3 clusters Score -616134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -616134.750000 Penalty: 4428.605469
	Iteration 30Q: 3 clusters Score -616134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -616136.062500 Penalty: 4428.605469
	Iteration 31Q: 3 clusters Score -616136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -616135.375000 Penalty: 4428.605469
	Iteration 32Q: 3 clusters Score -616135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -616136.500000 Penalty: 4428.605469
	Iteration 33Q: 3 clusters Score -616136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -616136.062500 Penalty: 4428.605469
	Iteration 34Q: 3 clusters Score -616136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -616137.125000 Penalty: 4428.605469
	Iteration 35Q: 3 clusters Score -616137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -616137.125000 Penalty: 4428.605469
	Iteration 36F: 3 clusters Score -616137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -471852.531250 Penalty: 2179.684570
	Iteration 0F: 2 clusters Score -471852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -466330.625000 Penalty: 4359.369141
	Iteration 0F: 3 clusters Score -466330.6 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -467874.187500 Penalty: 4359.369141
	Iteration 1F: 3 clusters Score -467874.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -468215.437500 Penalty: 4359.369141
	Iteration 2F: 3 clusters Score -468215.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -468468.843750 Penalty: 4359.369141
	Iteration 3F: 3 clusters Score -468468.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -468719.656250 Penalty: 4359.369141
	Iteration 4F: 3 clusters Score -468719.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -468937.156250 Penalty: 4359.369141
	Iteration 5Q: 3 clusters Score -468937.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -469131.156250 Penalty: 4359.369141
	Iteration 6Q: 3 clusters Score -469131.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -469314.750000 Penalty: 4359.369141
	Iteration 7Q: 3 clusters Score -469314.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -469470.937500 Penalty: 4359.369141
	Iteration 8Q: 3 clusters Score -469470.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -469595.093750 Penalty: 4359.369141
	Iteration 9Q: 3 clusters Score -469595.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -469698.156250 Penalty: 4359.369141
	Iteration 10Q: 3 clusters Score -469698.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -469772.062500 Penalty: 4359.369141
	Iteration 11Q: 3 clusters Score -469772.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -469829.375000 Penalty: 4359.369141
	Iteration 12Q: 3 clusters Score -469829.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -469884.875000 Penalty: 4359.369141
	Iteration 13Q: 3 clusters Score -469884.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -469919.843750 Penalty: 4359.369141
	Iteration 14Q: 3 clusters Score -469919.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -469949.625000 Penalty: 4359.369141
	Iteration 15Q: 3 clusters Score -469949.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -469972.781250 Penalty: 4359.369141
	Iteration 16Q: 3 clusters Score -469972.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -469995.437500 Penalty: 4359.369141
	Iteration 17Q: 3 clusters Score -469995.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -470012.468750 Penalty: 4359.369141
	Iteration 18Q: 3 clusters Score -470012.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -470029.250000 Penalty: 4359.369141
	Iteration 19Q: 3 clusters Score -470029.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -470039.125000 Penalty: 4359.369141
	Iteration 20F: 3 clusters Score -470039.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -470050.437500 Penalty: 4359.369141
	Iteration 21Q: 3 clusters Score -470050.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -470060.375000 Penalty: 4359.369141
	Iteration 22Q: 3 clusters Score -470060.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -470073.437500 Penalty: 4359.369141
	Iteration 23Q: 3 clusters Score -470073.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -470092.875000 Penalty: 4359.369141
	Iteration 24Q: 3 clusters Score -470092.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -470113.562500 Penalty: 4359.369141
	Iteration 25Q: 3 clusters Score -470113.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -470130.593750 Penalty: 4359.369141
	Iteration 26Q: 3 clusters Score -470130.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -470151.187500 Penalty: 4359.369141
	Iteration 27Q: 3 clusters Score -470151.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -470169.281250 Penalty: 4359.369141
	Iteration 28Q: 3 clusters Score -470169.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -470192.031250 Penalty: 4359.369141
	Iteration 29Q: 3 clusters Score -470192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -470216.093750 Penalty: 4359.369141
	Iteration 30Q: 3 clusters Score -470216.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -470238.593750 Penalty: 4359.369141
	Iteration 31Q: 3 clusters Score -470238.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -470254.312500 Penalty: 4359.369141
	Iteration 32Q: 3 clusters Score -470254.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -470274.125000 Penalty: 4359.369141
	Iteration 33Q: 3 clusters Score -470274.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -470289.156250 Penalty: 4359.369141
	Iteration 34Q: 3 clusters Score -470289.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -470299.218750 Penalty: 4359.369141
	Iteration 35Q: 3 clusters Score -470299.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -470309.281250 Penalty: 4359.369141
	Iteration 36Q: 3 clusters Score -470309.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -470321.968750 Penalty: 4359.369141
	Iteration 37Q: 3 clusters Score -470322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -470332.937500 Penalty: 4359.369141
	Iteration 38Q: 3 clusters Score -470332.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -470342.781250 Penalty: 4359.369141
	Iteration 39Q: 3 clusters Score -470342.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -470350.812500 Penalty: 4359.369141
	Iteration 40F: 3 clusters Score -470350.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -470355.125000 Penalty: 4359.369141
	Iteration 41Q: 3 clusters Score -470355.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -470357.687500 Penalty: 4359.369141
	Iteration 42Q: 3 clusters Score -470357.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -470362.062500 Penalty: 4359.369141
	Iteration 43Q: 3 clusters Score -470362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -470365.437500 Penalty: 4359.369141
	Iteration 44Q: 3 clusters Score -470365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -470366.250000 Penalty: 4359.369141
	Iteration 45Q: 3 clusters Score -470366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -470368.031250 Penalty: 4359.369141
	Iteration 46Q: 3 clusters Score -470368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -470368.750000 Penalty: 4359.369141
	Iteration 47Q: 3 clusters Score -470368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -470368.968750 Penalty: 4359.369141
	Iteration 48Q: 3 clusters Score -470369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -470370.343750 Penalty: 4359.369141
	Iteration 49Q: 3 clusters Score -470370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -470371.687500 Penalty: 4359.369141
	Iteration 50Q: 3 clusters Score -470371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -470373.468750 Penalty: 4359.369141
	Iteration 51Q: 3 clusters Score -470373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -470374.937500 Penalty: 4359.369141
	Iteration 52Q: 3 clusters Score -470374.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -470378.125000 Penalty: 4359.369141
	Iteration 53Q: 3 clusters Score -470378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -470378.750000 Penalty: 4359.369141
	Iteration 54Q: 3 clusters Score -470378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -470380.093750 Penalty: 4359.369141
	Iteration 55Q: 3 clusters Score -470380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -470381.062500 Penalty: 4359.369141
	Iteration 56Q: 3 clusters Score -470381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -470382.531250 Penalty: 4359.369141
	Iteration 57Q: 3 clusters Score -470382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -470383.312500 Penalty: 4359.369141
	Iteration 58Q: 3 clusters Score -470383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -470383.437500 Penalty: 4359.369141
	Iteration 59Q: 3 clusters Score -470383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -470384.875000 Penalty: 4359.369141
	Iteration 60F: 3 clusters Score -470384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10363 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19919 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23123 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13296 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37610 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7545 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173636.000000 Penalty: 179406.406250
Iteration 279Q: 55 clusters Score -5.117364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10359 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19917 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13296 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37610 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7550 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173628.000000 Penalty: 179406.406250
Iteration 280F: 55 clusters Score -5.117363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10357 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19915 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13296 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37610 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7554 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173604.000000 Penalty: 179406.406250
Iteration 281Q: 55 clusters Score -5.11736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21184 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10355 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19913 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13294 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37610 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7559 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173612.000000 Penalty: 179406.406250
Iteration 282Q: 55 clusters Score -5.117361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10354 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13295 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37610 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173608.000000 Penalty: 179406.406250
Iteration 283Q: 55 clusters Score -5.117361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61261 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13295 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173628.000000 Penalty: 179406.406250
Iteration 284Q: 55 clusters Score -5.117363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13295 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173620.000000 Penalty: 179406.406250
Iteration 285Q: 55 clusters Score -5.117362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13294 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173624.000000 Penalty: 179406.406250
Iteration 286Q: 55 clusters Score -5.117362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13294 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173624.000000 Penalty: 179406.406250
Iteration 287F: 55 clusters Score -5.117362e+07 nChanged 0
Entering ConstructFrom: 
Score: -51173624.000000 Penalty: 179406.406250
Entering ConstructFrom: 
Trying to split cluster 1 (20549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Entering Unmasked Estep 
Score: -1761223.750000 Penalty: 2462.780762
	Iteration 0F: 2 clusters Score -1761224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1746759.000000 Penalty: 4925.561523
	Iteration 0F: 3 clusters Score -1746759 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1751663.750000 Penalty: 4925.561523
	Iteration 1F: 3 clusters Score -1751664 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1752115.000000 Penalty: 4925.561523
	Iteration 2F: 3 clusters Score -1752115 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1752546.125000 Penalty: 4925.561523
	Iteration 3Q: 3 clusters Score -1752546 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1752962.625000 Penalty: 4925.561523
	Iteration 4Q: 3 clusters Score -1752963 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1753442.750000 Penalty: 4925.561523
	Iteration 5Q: 3 clusters Score -1753443 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1754146.750000 Penalty: 4925.561523
	Iteration 6F: 3 clusters Score -1754147 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1755142.875000 Penalty: 4925.561523
	Iteration 7F: 3 clusters Score -1755143 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1756286.875000 Penalty: 4925.561523
	Iteration 8F: 3 clusters Score -1756287 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1757376.500000 Penalty: 4925.561523
	Iteration 9F: 3 clusters Score -1757376 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1758081.750000 Penalty: 4925.561523
	Iteration 10Q: 3 clusters Score -1758082 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -1758573.250000 Penalty: 4925.561523
	Iteration 11Q: 3 clusters Score -1758573 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1758838.000000 Penalty: 4925.561523
	Iteration 12Q: 3 clusters Score -1758838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1758989.000000 Penalty: 4925.561523
	Iteration 13Q: 3 clusters Score -1758989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -1759083.625000 Penalty: 4925.561523
	Iteration 14Q: 3 clusters Score -1759084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -1759113.000000 Penalty: 4925.561523
	Iteration 15Q: 3 clusters Score -1759113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1759151.875000 Penalty: 4925.561523
	Iteration 16Q: 3 clusters Score -1759152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -1759182.125000 Penalty: 4925.561523
	Iteration 17Q: 3 clusters Score -1759182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -1759200.125000 Penalty: 4925.561523
	Iteration 18Q: 3 clusters Score -1759200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1759224.000000 Penalty: 4925.561523
	Iteration 19Q: 3 clusters Score -1759224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1759234.375000 Penalty: 4925.561523
	Iteration 20F: 3 clusters Score -1759234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1759239.250000 Penalty: 4925.561523
	Iteration 21Q: 3 clusters Score -1759239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1759240.625000 Penalty: 4925.561523
	Iteration 22Q: 3 clusters Score -1759241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1759239.875000 Penalty: 4925.561523
	Iteration 23Q: 3 clusters Score -1759240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -1759239.875000 Penalty: 4925.561523
	Iteration 24F: 3 clusters Score -1759240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -101456.007812 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -101456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99319.304688 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -99319.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -99780.125000 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -99780.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99967.507812 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -99967.51 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100144.492188 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -100144.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100298.039062 Penalty: 3581.668213
	Iteration 4F: 3 clusters Score -100298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100412.976562 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -100413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100507.320312 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -100507.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100554.765625 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -100554.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100583.585938 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -100583.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100595.046875 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -100595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100607.164062 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -100607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100614.554688 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -100614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100621.078125 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -100621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100621.078125 Penalty: 3581.668213
	Iteration 13F: 3 clusters Score -100621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -136352.093750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -136352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -133988.828125 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -133988.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134383.828125 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -134383.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134524.453125 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -134524.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134606.734375 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -134606.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134648.484375 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -134648.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134684.093750 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -134684.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -134713.750000 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -134713.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134738.125000 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -134738.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134759.906250 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -134759.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134775.531250 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -134775.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134787.781250 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -134787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134804.921875 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -134804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134815.062500 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -134815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134823.078125 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -134823.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134836.015625 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -134836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134840.703125 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -134840.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134843.796875 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -134843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134847.828125 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -134847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134852.921875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -134852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134857.421875 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -134857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134859.093750 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -134859.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134861.093750 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -134861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134863.656250 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -134863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -134866.796875 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -134866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134870.171875 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -134870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134876.750000 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -134876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134878.843750 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -134878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134880.000000 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -134880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134883.406250 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -134883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134887.734375 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -134887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134891.109375 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -134891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134895.375000 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -134895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134896.859375 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -134896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134898.750000 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -134898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -134900.796875 Penalty: 3683.273193
	Iteration 34Q: 3 clusters Score -134900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -134901.484375 Penalty: 3683.273193
	Iteration 35Q: 3 clusters Score -134901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134902.187500 Penalty: 3683.273193
	Iteration 36Q: 3 clusters Score -134902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134904.109375 Penalty: 3683.273193
	Iteration 37Q: 3 clusters Score -134904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134904.890625 Penalty: 3683.273193
	Iteration 38Q: 3 clusters Score -134904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134905.984375 Penalty: 3683.273193
	Iteration 39Q: 3 clusters Score -134906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -134906.875000 Penalty: 3683.273193
	Iteration 40F: 3 clusters Score -134906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134907.031250 Penalty: 3683.273193
	Iteration 41Q: 3 clusters Score -134907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134909.671875 Penalty: 3683.273193
	Iteration 42Q: 3 clusters Score -134909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134912.328125 Penalty: 3683.273193
	Iteration 43Q: 3 clusters Score -134912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134917.578125 Penalty: 3683.273193
	Iteration 44Q: 3 clusters Score -134917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134919.843750 Penalty: 3683.273193
	Iteration 45Q: 3 clusters Score -134919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134921.140625 Penalty: 3683.273193
	Iteration 46Q: 3 clusters Score -134921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134922.093750 Penalty: 3683.273193
	Iteration 47Q: 3 clusters Score -134922.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -134923.937500 Penalty: 3683.273193
	Iteration 48Q: 3 clusters Score -134923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134928.703125 Penalty: 3683.273193
	Iteration 49Q: 3 clusters Score -134928.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134931.171875 Penalty: 3683.273193
	Iteration 50Q: 3 clusters Score -134931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134931.968750 Penalty: 3683.273193
	Iteration 51Q: 3 clusters Score -134932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134933.453125 Penalty: 3683.273193
	Iteration 52Q: 3 clusters Score -134933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134933.453125 Penalty: 3683.273193
	Iteration 53F: 3 clusters Score -134933.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -217427.125000 Penalty: 1962.915771
	Iteration 0F: 2 clusters Score -217427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -214440.515625 Penalty: 3925.831543
	Iteration 0F: 3 clusters Score -214440.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -215151.015625 Penalty: 3925.831543
	Iteration 1F: 3 clusters Score -215151 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -215422.187500 Penalty: 3925.831543
	Iteration 2F: 3 clusters Score -215422.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -215622.046875 Penalty: 3925.831543
	Iteration 3F: 3 clusters Score -215622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215746.468750 Penalty: 3925.831543
	Iteration 4F: 3 clusters Score -215746.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -215846.390625 Penalty: 3925.831543
	Iteration 5Q: 3 clusters Score -215846.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215928.203125 Penalty: 3925.831543
	Iteration 6Q: 3 clusters Score -215928.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -215998.359375 Penalty: 3925.831543
	Iteration 7Q: 3 clusters Score -215998.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -216046.312500 Penalty: 3925.831543
	Iteration 8Q: 3 clusters Score -216046.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -216085.734375 Penalty: 3925.831543
	Iteration 9Q: 3 clusters Score -216085.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -216120.671875 Penalty: 3925.831543
	Iteration 10Q: 3 clusters Score -216120.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216141.031250 Penalty: 3925.831543
	Iteration 11Q: 3 clusters Score -216141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -216152.656250 Penalty: 3925.831543
	Iteration 12Q: 3 clusters Score -216152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216159.828125 Penalty: 3925.831543
	Iteration 13Q: 3 clusters Score -216159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -216166.328125 Penalty: 3925.831543
	Iteration 14Q: 3 clusters Score -216166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -216170.250000 Penalty: 3925.831543
	Iteration 15Q: 3 clusters Score -216170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216171.671875 Penalty: 3925.831543
	Iteration 16Q: 3 clusters Score -216171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216171.671875 Penalty: 3925.831543
	Iteration 17F: 3 clusters Score -216171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Entering Unmasked Estep 
Score: -582943.062500 Penalty: 2196.381104
	Iteration 0F: 2 clusters Score -582943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -577149.000000 Penalty: 4392.762207
	Iteration 0F: 3 clusters Score -577149 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -578723.375000 Penalty: 4392.762207
	Iteration 1F: 3 clusters Score -578723.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -578980.562500 Penalty: 4392.762207
	Iteration 2F: 3 clusters Score -578980.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -579157.125000 Penalty: 4392.762207
	Iteration 3Q: 3 clusters Score -579157.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -579324.937500 Penalty: 4392.762207
	Iteration 4Q: 3 clusters Score -579324.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -579458.062500 Penalty: 4392.762207
	Iteration 5Q: 3 clusters Score -579458.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -579585.062500 Penalty: 4392.762207
	Iteration 6Q: 3 clusters Score -579585.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -579700.187500 Penalty: 4392.762207
	Iteration 7Q: 3 clusters Score -579700.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -579807.750000 Penalty: 4392.762207
	Iteration 8Q: 3 clusters Score -579807.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -579897.687500 Penalty: 4392.762207
	Iteration 9Q: 3 clusters Score -579897.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -579987.125000 Penalty: 4392.762207
	Iteration 10Q: 3 clusters Score -579987.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -580072.687500 Penalty: 4392.762207
	Iteration 11Q: 3 clusters Score -580072.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -580163.750000 Penalty: 4392.762207
	Iteration 12Q: 3 clusters Score -580163.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -580252.812500 Penalty: 4392.762207
	Iteration 13Q: 3 clusters Score -580252.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -580335.187500 Penalty: 4392.762207
	Iteration 14Q: 3 clusters Score -580335.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -580398.312500 Penalty: 4392.762207
	Iteration 15Q: 3 clusters Score -580398.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -580448.312500 Penalty: 4392.762207
	Iteration 16Q: 3 clusters Score -580448.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -580486.562500 Penalty: 4392.762207
	Iteration 17Q: 3 clusters Score -580486.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -580523.312500 Penalty: 4392.762207
	Iteration 18Q: 3 clusters Score -580523.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -580552.687500 Penalty: 4392.762207
	Iteration 19Q: 3 clusters Score -580552.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -580568.625000 Penalty: 4392.762207
	Iteration 20F: 3 clusters Score -580568.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -580580.875000 Penalty: 4392.762207
	Iteration 21Q: 3 clusters Score -580580.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -580595.562500 Penalty: 4392.762207
	Iteration 22Q: 3 clusters Score -580595.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -580609.625000 Penalty: 4392.762207
	Iteration 23Q: 3 clusters Score -580609.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -580622.437500 Penalty: 4392.762207
	Iteration 24Q: 3 clusters Score -580622.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -580629.562500 Penalty: 4392.762207
	Iteration 25Q: 3 clusters Score -580629.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -580637.750000 Penalty: 4392.762207
	Iteration 26Q: 3 clusters Score -580637.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -580645.062500 Penalty: 4392.762207
	Iteration 27Q: 3 clusters Score -580645.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -580647.750000 Penalty: 4392.762207
	Iteration 28Q: 3 clusters Score -580647.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -580651.562500 Penalty: 4392.762207
	Iteration 29Q: 3 clusters Score -580651.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -580654.250000 Penalty: 4392.762207
	Iteration 30Q: 3 clusters Score -580654.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -580658.812500 Penalty: 4392.762207
	Iteration 31Q: 3 clusters Score -580658.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -580661.937500 Penalty: 4392.762207
	Iteration 32Q: 3 clusters Score -580661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -580665.187500 Penalty: 4392.762207
	Iteration 33Q: 3 clusters Score -580665.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -580668.625000 Penalty: 4392.762207
	Iteration 34Q: 3 clusters Score -580668.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -580675.875000 Penalty: 4392.762207
	Iteration 35Q: 3 clusters Score -580675.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -580679.812500 Penalty: 4392.762207
	Iteration 36Q: 3 clusters Score -580679.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -580686.375000 Penalty: 4392.762207
	Iteration 37Q: 3 clusters Score -580686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -580691.375000 Penalty: 4392.762207
	Iteration 38Q: 3 clusters Score -580691.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -580696.062500 Penalty: 4392.762207
	Iteration 39Q: 3 clusters Score -580696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -580702.375000 Penalty: 4392.762207
	Iteration 40F: 3 clusters Score -580702.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -580706.125000 Penalty: 4392.762207
	Iteration 41Q: 3 clusters Score -580706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -580712.687500 Penalty: 4392.762207
	Iteration 42Q: 3 clusters Score -580712.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -580713.125000 Penalty: 4392.762207
	Iteration 43Q: 3 clusters Score -580713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -580716.250000 Penalty: 4392.762207
	Iteration 44Q: 3 clusters Score -580716.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -580719.500000 Penalty: 4392.762207
	Iteration 45Q: 3 clusters Score -580719.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -580721.812500 Penalty: 4392.762207
	Iteration 46Q: 3 clusters Score -580721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -580726.000000 Penalty: 4392.762207
	Iteration 47Q: 3 clusters Score -580726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -580728.625000 Penalty: 4392.762207
	Iteration 48Q: 3 clusters Score -580728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -580732.562500 Penalty: 4392.762207
	Iteration 49Q: 3 clusters Score -580732.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -580735.812500 Penalty: 4392.762207
	Iteration 50Q: 3 clusters Score -580735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -580737.125000 Penalty: 4392.762207
	Iteration 51Q: 3 clusters Score -580737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -580738.750000 Penalty: 4392.762207
	Iteration 52Q: 3 clusters Score -580738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -580738.750000 Penalty: 4392.762207
	Iteration 53Q: 3 clusters Score -580738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -580738.812500 Penalty: 4392.762207
	Iteration 54Q: 3 clusters Score -580738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -580738.187500 Penalty: 4392.762207
	Iteration 55Q: 3 clusters Score -580738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -580738.937500 Penalty: 4392.762207
	Iteration 56Q: 3 clusters Score -580738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -580739.437500 Penalty: 4392.762207
	Iteration 57Q: 3 clusters Score -580739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -580739.250000 Penalty: 4392.762207
	Iteration 58Q: 3 clusters Score -580739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -580739.937500 Penalty: 4392.762207
	Iteration 59Q: 3 clusters Score -580739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -580740.750000 Penalty: 4392.762207
	Iteration 60F: 3 clusters Score -580740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -580740.875000 Penalty: 4392.762207
	Iteration 61Q: 3 clusters Score -580740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -580742.062500 Penalty: 4392.762207
	Iteration 62Q: 3 clusters Score -580742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -580742.625000 Penalty: 4392.762207
	Iteration 63Q: 3 clusters Score -580742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -580745.187500 Penalty: 4392.762207
	Iteration 64Q: 3 clusters Score -580745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -580748.312500 Penalty: 4392.762207
	Iteration 65Q: 3 clusters Score -580748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -580750.937500 Penalty: 4392.762207
	Iteration 66Q: 3 clusters Score -580750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -580752.500000 Penalty: 4392.762207
	Iteration 67Q: 3 clusters Score -580752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -580754.500000 Penalty: 4392.762207
	Iteration 68Q: 3 clusters Score -580754.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -580758.312500 Penalty: 4392.762207
	Iteration 69Q: 3 clusters Score -580758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -580759.062500 Penalty: 4392.762207
	Iteration 70Q: 3 clusters Score -580759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -580761.375000 Penalty: 4392.762207
	Iteration 71Q: 3 clusters Score -580761.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -580762.250000 Penalty: 4392.762207
	Iteration 72Q: 3 clusters Score -580762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -580763.312500 Penalty: 4392.762207
	Iteration 73Q: 3 clusters Score -580763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -580767.375000 Penalty: 4392.762207
	Iteration 74Q: 3 clusters Score -580767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -580771.187500 Penalty: 4392.762207
	Iteration 75Q: 3 clusters Score -580771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -580772.250000 Penalty: 4392.762207
	Iteration 76Q: 3 clusters Score -580772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -580775.187500 Penalty: 4392.762207
	Iteration 77Q: 3 clusters Score -580775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -580778.687500 Penalty: 4392.762207
	Iteration 78Q: 3 clusters Score -580778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -580780.187500 Penalty: 4392.762207
	Iteration 79Q: 3 clusters Score -580780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -580781.437500 Penalty: 4392.762207
	Iteration 80F: 3 clusters Score -580781.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -580785.125000 Penalty: 4392.762207
	Iteration 81Q: 3 clusters Score -580785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -580789.125000 Penalty: 4392.762207
	Iteration 82Q: 3 clusters Score -580789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -580793.937500 Penalty: 4392.762207
	Iteration 83Q: 3 clusters Score -580793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -580797.000000 Penalty: 4392.762207
	Iteration 84Q: 3 clusters Score -580797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -580803.312500 Penalty: 4392.762207
	Iteration 85Q: 3 clusters Score -580803.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -580807.187500 Penalty: 4392.762207
	Iteration 86Q: 3 clusters Score -580807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -580812.437500 Penalty: 4392.762207
	Iteration 87Q: 3 clusters Score -580812.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -580814.125000 Penalty: 4392.762207
	Iteration 88Q: 3 clusters Score -580814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -580818.625000 Penalty: 4392.762207
	Iteration 89Q: 3 clusters Score -580818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -580820.437500 Penalty: 4392.762207
	Iteration 90Q: 3 clusters Score -580820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -580824.312500 Penalty: 4392.762207
	Iteration 91Q: 3 clusters Score -580824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -580822.750000 Penalty: 4392.762207
	Iteration 92Q: 3 clusters Score -580822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -580823.312500 Penalty: 4392.762207
	Iteration 93Q: 3 clusters Score -580823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -580825.125000 Penalty: 4392.762207
	Iteration 94Q: 3 clusters Score -580825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -580825.500000 Penalty: 4392.762207
	Iteration 95Q: 3 clusters Score -580825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -580825.187500 Penalty: 4392.762207
	Iteration 96Q: 3 clusters Score -580825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -580827.437500 Penalty: 4392.762207
	Iteration 97Q: 3 clusters Score -580827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -580827.812500 Penalty: 4392.762207
	Iteration 98Q: 3 clusters Score -580827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -580830.625000 Penalty: 4392.762207
	Iteration 99Q: 3 clusters Score -580830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580831.687500 Penalty: 4392.762207
	Iteration 100F: 3 clusters Score -580831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -580831.437500 Penalty: 4392.762207
	Iteration 101Q: 3 clusters Score -580831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580833.312500 Penalty: 4392.762207
	Iteration 102Q: 3 clusters Score -580833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580832.687500 Penalty: 4392.762207
	Iteration 103Q: 3 clusters Score -580832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -580833.125000 Penalty: 4392.762207
	Iteration 104Q: 3 clusters Score -580833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580833.750000 Penalty: 4392.762207
	Iteration 105Q: 3 clusters Score -580833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -580835.250000 Penalty: 4392.762207
	Iteration 106Q: 3 clusters Score -580835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -580835.125000 Penalty: 4392.762207
	Iteration 107Q: 3 clusters Score -580835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -580835.375000 Penalty: 4392.762207
	Iteration 108Q: 3 clusters Score -580835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -580837.062500 Penalty: 4392.762207
	Iteration 109Q: 3 clusters Score -580837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -580837.062500 Penalty: 4392.762207
	Iteration 110F: 3 clusters Score -580837.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -461891.375000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -461891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -456844.656250 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -456844.7 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -458075.000000 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -458075 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -458287.093750 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -458287.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -458429.718750 Penalty: 4294.108398
	Iteration 3Q: 3 clusters Score -458429.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -458533.343750 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -458533.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -458605.812500 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -458605.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -458669.781250 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -458669.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -458716.718750 Penalty: 4294.108398
	Iteration 7Q: 3 clusters Score -458716.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -458752.437500 Penalty: 4294.108398
	Iteration 8Q: 3 clusters Score -458752.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -458781.718750 Penalty: 4294.108398
	Iteration 9Q: 3 clusters Score -458781.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -458799.750000 Penalty: 4294.108398
	Iteration 10Q: 3 clusters Score -458799.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -458812.937500 Penalty: 4294.108398
	Iteration 11Q: 3 clusters Score -458812.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -458822.906250 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -458822.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -458831.312500 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -458831.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -458839.812500 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -458839.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -458849.562500 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -458849.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -458857.062500 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -458857.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -458860.406250 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -458860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -458863.906250 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -458863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -458867.687500 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -458867.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -458870.562500 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -458870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -458874.843750 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -458874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -458879.906250 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -458879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -458884.812500 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -458884.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -458888.281250 Penalty: 4294.108398
	Iteration 24Q: 3 clusters Score -458888.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -458890.625000 Penalty: 4294.108398
	Iteration 25Q: 3 clusters Score -458890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -458895.343750 Penalty: 4294.108398
	Iteration 26Q: 3 clusters Score -458895.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -458898.062500 Penalty: 4294.108398
	Iteration 27Q: 3 clusters Score -458898.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -458904.687500 Penalty: 4294.108398
	Iteration 28Q: 3 clusters Score -458904.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -458910.062500 Penalty: 4294.108398
	Iteration 29Q: 3 clusters Score -458910.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -458917.593750 Penalty: 4294.108398
	Iteration 30Q: 3 clusters Score -458917.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -458921.593750 Penalty: 4294.108398
	Iteration 31Q: 3 clusters Score -458921.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -458928.093750 Penalty: 4294.108398
	Iteration 32Q: 3 clusters Score -458928.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -458934.656250 Penalty: 4294.108398
	Iteration 33Q: 3 clusters Score -458934.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -458943.031250 Penalty: 4294.108398
	Iteration 34Q: 3 clusters Score -458943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -458953.093750 Penalty: 4294.108398
	Iteration 35Q: 3 clusters Score -458953.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -458960.968750 Penalty: 4294.108398
	Iteration 36Q: 3 clusters Score -458961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -458973.281250 Penalty: 4294.108398
	Iteration 37Q: 3 clusters Score -458973.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -458982.562500 Penalty: 4294.108398
	Iteration 38Q: 3 clusters Score -458982.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -458991.968750 Penalty: 4294.108398
	Iteration 39Q: 3 clusters Score -458992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -458999.875000 Penalty: 4294.108398
	Iteration 40F: 3 clusters Score -458999.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -459007.093750 Penalty: 4294.108398
	Iteration 41Q: 3 clusters Score -459007.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -459017.375000 Penalty: 4294.108398
	Iteration 42Q: 3 clusters Score -459017.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -459026.781250 Penalty: 4294.108398
	Iteration 43Q: 3 clusters Score -459026.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -459037.031250 Penalty: 4294.108398
	Iteration 44Q: 3 clusters Score -459037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -459048.062500 Penalty: 4294.108398
	Iteration 45Q: 3 clusters Score -459048.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -459059.218750 Penalty: 4294.108398
	Iteration 46Q: 3 clusters Score -459059.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -459067.812500 Penalty: 4294.108398
	Iteration 47Q: 3 clusters Score -459067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -459076.968750 Penalty: 4294.108398
	Iteration 48Q: 3 clusters Score -459077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -459086.718750 Penalty: 4294.108398
	Iteration 49Q: 3 clusters Score -459086.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -459095.218750 Penalty: 4294.108398
	Iteration 50Q: 3 clusters Score -459095.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -459107.500000 Penalty: 4294.108398
	Iteration 51Q: 3 clusters Score -459107.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -459120.093750 Penalty: 4294.108398
	Iteration 52Q: 3 clusters Score -459120.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -459141.406250 Penalty: 4294.108398
	Iteration 53Q: 3 clusters Score -459141.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -459165.437500 Penalty: 4294.108398
	Iteration 54Q: 3 clusters Score -459165.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -459192.812500 Penalty: 4294.108398
	Iteration 55Q: 3 clusters Score -459192.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -459219.625000 Penalty: 4294.108398
	Iteration 56Q: 3 clusters Score -459219.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -459245.187500 Penalty: 4294.108398
	Iteration 57Q: 3 clusters Score -459245.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -459270.187500 Penalty: 4294.108398
	Iteration 58Q: 3 clusters Score -459270.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -459299.343750 Penalty: 4294.108398
	Iteration 59Q: 3 clusters Score -459299.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -459333.312500 Penalty: 4294.108398
	Iteration 60F: 3 clusters Score -459333.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -459375.250000 Penalty: 4294.108398
	Iteration 61Q: 3 clusters Score -459375.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -459429.531250 Penalty: 4294.108398
	Iteration 62Q: 3 clusters Score -459429.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -459485.468750 Penalty: 4294.108398
	Iteration 63Q: 3 clusters Score -459485.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -459532.031250 Penalty: 4294.108398
	Iteration 64Q: 3 clusters Score -459532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -459570.343750 Penalty: 4294.108398
	Iteration 65Q: 3 clusters Score -459570.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -459618.031250 Penalty: 4294.108398
	Iteration 66Q: 3 clusters Score -459618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -459667.218750 Penalty: 4294.108398
	Iteration 67Q: 3 clusters Score -459667.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -459720.750000 Penalty: 4294.108398
	Iteration 68Q: 3 clusters Score -459720.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -459767.406250 Penalty: 4294.108398
	Iteration 69Q: 3 clusters Score -459767.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -459813.968750 Penalty: 4294.108398
	Iteration 70Q: 3 clusters Score -459814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -459850.031250 Penalty: 4294.108398
	Iteration 71Q: 3 clusters Score -459850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -459875.843750 Penalty: 4294.108398
	Iteration 72Q: 3 clusters Score -459875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -459902.281250 Penalty: 4294.108398
	Iteration 73Q: 3 clusters Score -459902.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -459921.656250 Penalty: 4294.108398
	Iteration 74Q: 3 clusters Score -459921.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -459933.062500 Penalty: 4294.108398
	Iteration 75Q: 3 clusters Score -459933.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -459943.500000 Penalty: 4294.108398
	Iteration 76Q: 3 clusters Score -459943.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -459953.781250 Penalty: 4294.108398
	Iteration 77Q: 3 clusters Score -459953.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -459963.000000 Penalty: 4294.108398
	Iteration 78Q: 3 clusters Score -459963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -459973.125000 Penalty: 4294.108398
	Iteration 79Q: 3 clusters Score -459973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -459980.562500 Penalty: 4294.108398
	Iteration 80F: 3 clusters Score -459980.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -459992.843750 Penalty: 4294.108398
	Iteration 81Q: 3 clusters Score -459992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -460008.843750 Penalty: 4294.108398
	Iteration 82Q: 3 clusters Score -460008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -460023.906250 Penalty: 4294.108398
	Iteration 83Q: 3 clusters Score -460023.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -460039.656250 Penalty: 4294.108398
	Iteration 84Q: 3 clusters Score -460039.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -460050.000000 Penalty: 4294.108398
	Iteration 85Q: 3 clusters Score -460050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -460056.312500 Penalty: 4294.108398
	Iteration 86Q: 3 clusters Score -460056.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -460064.156250 Penalty: 4294.108398
	Iteration 87Q: 3 clusters Score -460064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -460070.593750 Penalty: 4294.108398
	Iteration 88Q: 3 clusters Score -460070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -460072.906250 Penalty: 4294.108398
	Iteration 89Q: 3 clusters Score -460072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -460072.906250 Penalty: 4294.108398
	Iteration 90F: 3 clusters Score -460072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Entering Unmasked Estep 
Score: -1732869.625000 Penalty: 2470.304932
	Iteration 0F: 2 clusters Score -1732870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1717992.250000 Penalty: 4940.609863
	Iteration 0F: 3 clusters Score -1717992 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1723007.375000 Penalty: 4940.609863
	Iteration 1F: 3 clusters Score -1723007 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1723393.875000 Penalty: 4940.609863
	Iteration 2F: 3 clusters Score -1723394 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1723741.875000 Penalty: 4940.609863
	Iteration 3Q: 3 clusters Score -1723742 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1724119.750000 Penalty: 4940.609863
	Iteration 4Q: 3 clusters Score -1724120 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1724547.125000 Penalty: 4940.609863
	Iteration 5Q: 3 clusters Score -1724547 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1725045.750000 Penalty: 4940.609863
	Iteration 6Q: 3 clusters Score -1725046 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1725622.375000 Penalty: 4940.609863
	Iteration 7Q: 3 clusters Score -1725622 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1726363.250000 Penalty: 4940.609863
	Iteration 8F: 3 clusters Score -1726363 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1727228.875000 Penalty: 4940.609863
	Iteration 9F: 3 clusters Score -1727229 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1728111.500000 Penalty: 4940.609863
	Iteration 10F: 3 clusters Score -1728112 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1728864.875000 Penalty: 4940.609863
	Iteration 11Q: 3 clusters Score -1728865 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1729446.000000 Penalty: 4940.609863
	Iteration 12Q: 3 clusters Score -1729446 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1729882.500000 Penalty: 4940.609863
	Iteration 13Q: 3 clusters Score -1729882 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1730146.000000 Penalty: 4940.609863
	Iteration 14Q: 3 clusters Score -1730146 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1730313.000000 Penalty: 4940.609863
	Iteration 15Q: 3 clusters Score -1730313 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1730416.125000 Penalty: 4940.609863
	Iteration 16Q: 3 clusters Score -1730416 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1730469.750000 Penalty: 4940.609863
	Iteration 17Q: 3 clusters Score -1730470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1730510.500000 Penalty: 4940.609863
	Iteration 18Q: 3 clusters Score -1730510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1730521.750000 Penalty: 4940.609863
	Iteration 19Q: 3 clusters Score -1730522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1730540.000000 Penalty: 4940.609863
	Iteration 20F: 3 clusters Score -1730540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1730557.875000 Penalty: 4940.609863
	Iteration 21Q: 3 clusters Score -1730558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1730566.250000 Penalty: 4940.609863
	Iteration 22Q: 3 clusters Score -1730566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1730571.250000 Penalty: 4940.609863
	Iteration 23Q: 3 clusters Score -1730571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1730579.500000 Penalty: 4940.609863
	Iteration 24Q: 3 clusters Score -1730580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1730580.500000 Penalty: 4940.609863
	Iteration 25Q: 3 clusters Score -1730580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1730581.375000 Penalty: 4940.609863
	Iteration 26Q: 3 clusters Score -1730581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1730579.375000 Penalty: 4940.609863
	Iteration 27Q: 3 clusters Score -1730579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1730580.625000 Penalty: 4940.609863
	Iteration 28Q: 3 clusters Score -1730581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1730582.125000 Penalty: 4940.609863
	Iteration 29Q: 3 clusters Score -1730582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1730586.250000 Penalty: 4940.609863
	Iteration 30Q: 3 clusters Score -1730586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1730588.875000 Penalty: 4940.609863
	Iteration 31Q: 3 clusters Score -1730589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1730588.750000 Penalty: 4940.609863
	Iteration 32Q: 3 clusters Score -1730589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1730593.250000 Penalty: 4940.609863
	Iteration 33Q: 3 clusters Score -1730593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1730598.125000 Penalty: 4940.609863
	Iteration 34Q: 3 clusters Score -1730598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1730597.500000 Penalty: 4940.609863
	Iteration 35Q: 3 clusters Score -1730598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1730597.625000 Penalty: 4940.609863
	Iteration 36Q: 3 clusters Score -1730598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1730598.625000 Penalty: 4940.609863
	Iteration 37Q: 3 clusters Score -1730599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1730598.500000 Penalty: 4940.609863
	Iteration 38Q: 3 clusters Score -1730598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1730600.250000 Penalty: 4940.609863
	Iteration 39Q: 3 clusters Score -1730600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1730601.625000 Penalty: 4940.609863
	Iteration 40F: 3 clusters Score -1730602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1730599.000000 Penalty: 4940.609863
	Iteration 41Q: 3 clusters Score -1730599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1730603.875000 Penalty: 4940.609863
	Iteration 42Q: 3 clusters Score -1730604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1730611.625000 Penalty: 4940.609863
	Iteration 43Q: 3 clusters Score -1730612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1730609.250000 Penalty: 4940.609863
	Iteration 44Q: 3 clusters Score -1730609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1730613.000000 Penalty: 4940.609863
	Iteration 45Q: 3 clusters Score -1730613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1730617.625000 Penalty: 4940.609863
	Iteration 46Q: 3 clusters Score -1730618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1730616.625000 Penalty: 4940.609863
	Iteration 47Q: 3 clusters Score -1730617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1730617.125000 Penalty: 4940.609863
	Iteration 48Q: 3 clusters Score -1730617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1730615.875000 Penalty: 4940.609863
	Iteration 49Q: 3 clusters Score -1730616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1730613.750000 Penalty: 4940.609863
	Iteration 50Q: 3 clusters Score -1730614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1730615.125000 Penalty: 4940.609863
	Iteration 51Q: 3 clusters Score -1730615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1730618.625000 Penalty: 4940.609863
	Iteration 52Q: 3 clusters Score -1730619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1730619.250000 Penalty: 4940.609863
	Iteration 53Q: 3 clusters Score -1730619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1730620.500000 Penalty: 4940.609863
	Iteration 54Q: 3 clusters Score -1730620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1730621.625000 Penalty: 4940.609863
	Iteration 55Q: 3 clusters Score -1730622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1730623.125000 Penalty: 4940.609863
	Iteration 56Q: 3 clusters Score -1730623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1730627.125000 Penalty: 4940.609863
	Iteration 57Q: 3 clusters Score -1730627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1730628.000000 Penalty: 4940.609863
	Iteration 58Q: 3 clusters Score -1730628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1730632.875000 Penalty: 4940.609863
	Iteration 59Q: 3 clusters Score -1730633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1730630.875000 Penalty: 4940.609863
	Iteration 60F: 3 clusters Score -1730631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1730630.625000 Penalty: 4940.609863
	Iteration 61Q: 3 clusters Score -1730631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1730629.500000 Penalty: 4940.609863
	Iteration 62Q: 3 clusters Score -1730630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1730630.750000 Penalty: 4940.609863
	Iteration 63Q: 3 clusters Score -1730631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1730630.125000 Penalty: 4940.609863
	Iteration 64Q: 3 clusters Score -1730630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1730632.000000 Penalty: 4940.609863
	Iteration 65Q: 3 clusters Score -1730632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1730634.375000 Penalty: 4940.609863
	Iteration 66Q: 3 clusters Score -1730634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1730636.875000 Penalty: 4940.609863
	Iteration 67Q: 3 clusters Score -1730637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1730640.000000 Penalty: 4940.609863
	Iteration 68Q: 3 clusters Score -1730640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1730641.625000 Penalty: 4940.609863
	Iteration 69Q: 3 clusters Score -1730642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1730639.000000 Penalty: 4940.609863
	Iteration 70Q: 3 clusters Score -1730639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1730641.000000 Penalty: 4940.609863
	Iteration 71Q: 3 clusters Score -1730641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1730640.375000 Penalty: 4940.609863
	Iteration 72Q: 3 clusters Score -1730640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1730642.750000 Penalty: 4940.609863
	Iteration 73Q: 3 clusters Score -1730643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1730642.250000 Penalty: 4940.609863
	Iteration 74Q: 3 clusters Score -1730642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1730645.500000 Penalty: 4940.609863
	Iteration 75Q: 3 clusters Score -1730646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1730644.125000 Penalty: 4940.609863
	Iteration 76Q: 3 clusters Score -1730644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1730644.250000 Penalty: 4940.609863
	Iteration 77Q: 3 clusters Score -1730644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1730645.375000 Penalty: 4940.609863
	Iteration 78Q: 3 clusters Score -1730645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1730647.000000 Penalty: 4940.609863
	Iteration 79Q: 3 clusters Score -1730647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1730646.875000 Penalty: 4940.609863
	Iteration 80F: 3 clusters Score -1730647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1730651.000000 Penalty: 4940.609863
	Iteration 81Q: 3 clusters Score -1730651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1730652.000000 Penalty: 4940.609863
	Iteration 82Q: 3 clusters Score -1730652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1730652.375000 Penalty: 4940.609863
	Iteration 83Q: 3 clusters Score -1730652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1730652.250000 Penalty: 4940.609863
	Iteration 84Q: 3 clusters Score -1730652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1730652.250000 Penalty: 4940.609863
	Iteration 85F: 3 clusters Score -1730652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -91439.976562 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -91439.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89387.796875 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -89387.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -89706.140625 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -89706.14 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -89810.437500 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -89810.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -89875.843750 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -89875.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89946.195312 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -89946.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90021.015625 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -90021.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -90070.460938 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -90070.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -90105.437500 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -90105.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -90136.984375 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -90136.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -90167.164062 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -90167.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -90180.492188 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -90180.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90185.640625 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -90185.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90194.328125 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -90194.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -90209.171875 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -90209.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90218.382812 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -90218.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -90219.609375 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -90219.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -90219.609375 Penalty: 3504.120605
	Iteration 16F: 3 clusters Score -90219.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -776252.000000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -776252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -768894.937500 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -768894.9 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -771597.500000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -771597.5 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -772399.000000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -772399 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -773082.687500 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -773082.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -773602.937500 Penalty: 4553.732422
	Iteration 4F: 3 clusters Score -773602.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -773961.500000 Penalty: 4553.732422
	Iteration 5F: 3 clusters Score -773961.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -774222.000000 Penalty: 4553.732422
	Iteration 6Q: 3 clusters Score -774222 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -774401.375000 Penalty: 4553.732422
	Iteration 7Q: 3 clusters Score -774401.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -774515.562500 Penalty: 4553.732422
	Iteration 8Q: 3 clusters Score -774515.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -774609.750000 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -774609.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -774683.000000 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -774683 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -774743.062500 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -774743.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -774782.375000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -774782.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -774810.937500 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -774810.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -774834.875000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -774834.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -774855.625000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -774855.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -774873.687500 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -774873.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -774885.625000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -774885.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -774899.687500 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -774899.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -774910.062500 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -774910.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -774922.000000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -774922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -774929.312500 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -774929.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -774935.875000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -774935.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -774942.562500 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -774942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -774947.375000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -774947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -774953.187500 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -774953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -774954.937500 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -774954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -774959.062500 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -774959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -774961.625000 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -774961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -774968.250000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -774968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -774973.500000 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -774973.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -774979.125000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -774979.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -774984.937500 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -774984.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -774989.375000 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -774989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -774993.937500 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -774993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -774993.500000 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -774993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -774993.500000 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -774993.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -774998.125000 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -774998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -774999.312500 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -774999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -775000.437500 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -775000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -775000.500000 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -775000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -775002.375000 Penalty: 4553.732422
	Iteration 41Q: 3 clusters Score -775002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -775001.687500 Penalty: 4553.732422
	Iteration 42Q: 3 clusters Score -775001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -775001.187500 Penalty: 4553.732422
	Iteration 43Q: 3 clusters Score -775001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -775003.000000 Penalty: 4553.732422
	Iteration 44Q: 3 clusters Score -775003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -775004.312500 Penalty: 4553.732422
	Iteration 45Q: 3 clusters Score -775004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -775004.125000 Penalty: 4553.732422
	Iteration 46Q: 3 clusters Score -775004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -775005.937500 Penalty: 4553.732422
	Iteration 47Q: 3 clusters Score -775005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -775005.937500 Penalty: 4553.732422
	Iteration 48F: 3 clusters Score -775005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -130445.085938 Penalty: 1841.044922
	Iteration 0F: 2 clusters Score -130445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128038.890625 Penalty: 3682.089844
	Iteration 0F: 3 clusters Score -128038.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -128431.695312 Penalty: 3682.089844
	Iteration 1F: 3 clusters Score -128431.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -128557.117188 Penalty: 3682.089844
	Iteration 2F: 3 clusters Score -128557.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -128633.765625 Penalty: 3682.089844
	Iteration 3Q: 3 clusters Score -128633.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128683.742188 Penalty: 3682.089844
	Iteration 4Q: 3 clusters Score -128683.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128724.695312 Penalty: 3682.089844
	Iteration 5Q: 3 clusters Score -128724.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128763.671875 Penalty: 3682.089844
	Iteration 6Q: 3 clusters Score -128763.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -128793.828125 Penalty: 3682.089844
	Iteration 7Q: 3 clusters Score -128793.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -128812.382812 Penalty: 3682.089844
	Iteration 8Q: 3 clusters Score -128812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128825.500000 Penalty: 3682.089844
	Iteration 9Q: 3 clusters Score -128825.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128835.992188 Penalty: 3682.089844
	Iteration 10Q: 3 clusters Score -128836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -128851.539062 Penalty: 3682.089844
	Iteration 11Q: 3 clusters Score -128851.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -128889.343750 Penalty: 3682.089844
	Iteration 12Q: 3 clusters Score -128889.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -128974.968750 Penalty: 3682.089844
	Iteration 13Q: 3 clusters Score -128975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129092.500000 Penalty: 3682.089844
	Iteration 14Q: 3 clusters Score -129092.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129168.281250 Penalty: 3682.089844
	Iteration 15Q: 3 clusters Score -129168.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -129216.101562 Penalty: 3682.089844
	Iteration 16Q: 3 clusters Score -129216.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -129257.500000 Penalty: 3682.089844
	Iteration 17Q: 3 clusters Score -129257.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -129299.320312 Penalty: 3682.089844
	Iteration 18Q: 3 clusters Score -129299.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -129337.992188 Penalty: 3682.089844
	Iteration 19Q: 3 clusters Score -129338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129359.546875 Penalty: 3682.089844
	Iteration 20F: 3 clusters Score -129359.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129378.570312 Penalty: 3682.089844
	Iteration 21Q: 3 clusters Score -129378.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129399.437500 Penalty: 3682.089844
	Iteration 22Q: 3 clusters Score -129399.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -129412.281250 Penalty: 3682.089844
	Iteration 23Q: 3 clusters Score -129412.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129425.625000 Penalty: 3682.089844
	Iteration 24Q: 3 clusters Score -129425.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -129442.750000 Penalty: 3682.089844
	Iteration 25Q: 3 clusters Score -129442.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -129464.382812 Penalty: 3682.089844
	Iteration 26Q: 3 clusters Score -129464.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -129479.890625 Penalty: 3682.089844
	Iteration 27Q: 3 clusters Score -129479.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -129494.765625 Penalty: 3682.089844
	Iteration 28Q: 3 clusters Score -129494.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -129514.851562 Penalty: 3682.089844
	Iteration 29Q: 3 clusters Score -129514.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129528.820312 Penalty: 3682.089844
	Iteration 30Q: 3 clusters Score -129528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -129543.210938 Penalty: 3682.089844
	Iteration 31Q: 3 clusters Score -129543.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129561.609375 Penalty: 3682.089844
	Iteration 32Q: 3 clusters Score -129561.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129576.851562 Penalty: 3682.089844
	Iteration 33Q: 3 clusters Score -129576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -129587.039062 Penalty: 3682.089844
	Iteration 34Q: 3 clusters Score -129587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -129595.007812 Penalty: 3682.089844
	Iteration 35Q: 3 clusters Score -129595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -129597.328125 Penalty: 3682.089844
	Iteration 36Q: 3 clusters Score -129597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129601.468750 Penalty: 3682.089844
	Iteration 37Q: 3 clusters Score -129601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -129606.218750 Penalty: 3682.089844
	Iteration 38Q: 3 clusters Score -129606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -129608.695312 Penalty: 3682.089844
	Iteration 39Q: 3 clusters Score -129608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129609.914062 Penalty: 3682.089844
	Iteration 40F: 3 clusters Score -129609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129612.398438 Penalty: 3682.089844
	Iteration 41Q: 3 clusters Score -129612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -129614.070312 Penalty: 3682.089844
	Iteration 42Q: 3 clusters Score -129614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -129615.125000 Penalty: 3682.089844
	Iteration 43Q: 3 clusters Score -129615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129615.828125 Penalty: 3682.089844
	Iteration 44Q: 3 clusters Score -129615.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129615.828125 Penalty: 3682.089844
	Iteration 45F: 3 clusters Score -129615.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -754188.187500 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -754188.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -747264.187500 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -747264.2 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -749144.062500 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -749144.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -749475.812500 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -749475.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -749719.812500 Penalty: 4501.813965
	Iteration 3F: 3 clusters Score -749719.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -749928.687500 Penalty: 4501.813965
	Iteration 4Q: 3 clusters Score -749928.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -750125.250000 Penalty: 4501.813965
	Iteration 5Q: 3 clusters Score -750125.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -750330.937500 Penalty: 4501.813965
	Iteration 6Q: 3 clusters Score -750330.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -750522.500000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -750522.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -750703.625000 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -750703.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -750915.437500 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -750915.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -751121.812500 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -751121.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -751297.437500 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -751297.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -751484.812500 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -751484.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -751678.500000 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -751678.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -751817.375000 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -751817.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -751932.125000 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -751932.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -752019.437500 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -752019.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -752078.437500 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -752078.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -752130.375000 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -752130.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -752172.250000 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -752172.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -752213.437500 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -752213.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -752247.062500 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -752247.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -752268.750000 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -752268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -752282.437500 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -752282.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -752297.875000 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -752297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -752308.437500 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -752308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -752313.687500 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -752313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -752319.562500 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -752319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -752324.937500 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -752324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -752331.125000 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -752331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -752337.437500 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -752337.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -752343.187500 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -752343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -752348.437500 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -752348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -752352.500000 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -752352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -752354.937500 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -752354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -752356.187500 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -752356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -752356.187500 Penalty: 4501.813965
	Iteration 36F: 3 clusters Score -752356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Entering Unmasked Estep 
Score: -880905.062500 Penalty: 2292.767822
	Iteration 0F: 2 clusters Score -880905.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -872974.812500 Penalty: 4585.535645
	Iteration 0F: 3 clusters Score -872974.8 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -875247.375000 Penalty: 4585.535645
	Iteration 1F: 3 clusters Score -875247.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -875560.437500 Penalty: 4585.535645
	Iteration 2F: 3 clusters Score -875560.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -875815.187500 Penalty: 4585.535645
	Iteration 3F: 3 clusters Score -875815.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -876030.375000 Penalty: 4585.535645
	Iteration 4Q: 3 clusters Score -876030.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -876244.750000 Penalty: 4585.535645
	Iteration 5Q: 3 clusters Score -876244.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -876442.750000 Penalty: 4585.535645
	Iteration 6Q: 3 clusters Score -876442.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -876667.562500 Penalty: 4585.535645
	Iteration 7Q: 3 clusters Score -876667.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -876921.062500 Penalty: 4585.535645
	Iteration 8Q: 3 clusters Score -876921.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -877172.000000 Penalty: 4585.535645
	Iteration 9Q: 3 clusters Score -877172 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -877432.375000 Penalty: 4585.535645
	Iteration 10Q: 3 clusters Score -877432.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -877727.437500 Penalty: 4585.535645
	Iteration 11Q: 3 clusters Score -877727.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -878048.062500 Penalty: 4585.535645
	Iteration 12Q: 3 clusters Score -878048.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -878311.375000 Penalty: 4585.535645
	Iteration 13Q: 3 clusters Score -878311.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -878514.250000 Penalty: 4585.535645
	Iteration 14Q: 3 clusters Score -878514.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -878671.750000 Penalty: 4585.535645
	Iteration 15Q: 3 clusters Score -878671.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -878789.250000 Penalty: 4585.535645
	Iteration 16Q: 3 clusters Score -878789.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -878861.750000 Penalty: 4585.535645
	Iteration 17Q: 3 clusters Score -878861.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -878896.250000 Penalty: 4585.535645
	Iteration 18Q: 3 clusters Score -878896.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -878920.500000 Penalty: 4585.535645
	Iteration 19Q: 3 clusters Score -878920.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -878932.312500 Penalty: 4585.535645
	Iteration 20F: 3 clusters Score -878932.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -878947.125000 Penalty: 4585.535645
	Iteration 21Q: 3 clusters Score -878947.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -878951.937500 Penalty: 4585.535645
	Iteration 22Q: 3 clusters Score -878951.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -878963.375000 Penalty: 4585.535645
	Iteration 23Q: 3 clusters Score -878963.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -878968.000000 Penalty: 4585.535645
	Iteration 24Q: 3 clusters Score -878968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -878975.125000 Penalty: 4585.535645
	Iteration 25Q: 3 clusters Score -878975.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -878979.812500 Penalty: 4585.535645
	Iteration 26Q: 3 clusters Score -878979.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -878980.750000 Penalty: 4585.535645
	Iteration 27Q: 3 clusters Score -878980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -878984.687500 Penalty: 4585.535645
	Iteration 28Q: 3 clusters Score -878984.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -878987.625000 Penalty: 4585.535645
	Iteration 29Q: 3 clusters Score -878987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -878992.062500 Penalty: 4585.535645
	Iteration 30Q: 3 clusters Score -878992.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -878992.250000 Penalty: 4585.535645
	Iteration 31Q: 3 clusters Score -878992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -878993.687500 Penalty: 4585.535645
	Iteration 32Q: 3 clusters Score -878993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -878993.500000 Penalty: 4585.535645
	Iteration 33Q: 3 clusters Score -878993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -878994.375000 Penalty: 4585.535645
	Iteration 34Q: 3 clusters Score -878994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -878995.625000 Penalty: 4585.535645
	Iteration 35Q: 3 clusters Score -878995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -878994.062500 Penalty: 4585.535645
	Iteration 36Q: 3 clusters Score -878994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -878994.812500 Penalty: 4585.535645
	Iteration 37Q: 3 clusters Score -878994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -878997.125000 Penalty: 4585.535645
	Iteration 38Q: 3 clusters Score -878997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -878997.312500 Penalty: 4585.535645
	Iteration 39Q: 3 clusters Score -878997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -879000.437500 Penalty: 4585.535645
	Iteration 40F: 3 clusters Score -879000.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -878998.750000 Penalty: 4585.535645
	Iteration 41Q: 3 clusters Score -878998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -879001.562500 Penalty: 4585.535645
	Iteration 42Q: 3 clusters Score -879001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -879001.187500 Penalty: 4585.535645
	Iteration 43Q: 3 clusters Score -879001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -879001.187500 Penalty: 4585.535645
	Iteration 44F: 3 clusters Score -879001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -411109.125000 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -411109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -406475.968750 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -406476 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -407615.000000 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -407615 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -407852.750000 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -407852.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -408091.343750 Penalty: 4242.931152
	Iteration 3F: 3 clusters Score -408091.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -408463.093750 Penalty: 4242.931152
	Iteration 4F: 3 clusters Score -408463.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -409012.281250 Penalty: 4242.931152
	Iteration 5F: 3 clusters Score -409012.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -409468.968750 Penalty: 4242.931152
	Iteration 6F: 3 clusters Score -409469 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -409823.656250 Penalty: 4242.931152
	Iteration 7F: 3 clusters Score -409823.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -410064.093750 Penalty: 4242.931152
	Iteration 8F: 3 clusters Score -410064.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -410234.218750 Penalty: 4242.931152
	Iteration 9Q: 3 clusters Score -410234.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -410340.125000 Penalty: 4242.931152
	Iteration 10Q: 3 clusters Score -410340.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -410405.281250 Penalty: 4242.931152
	Iteration 11Q: 3 clusters Score -410405.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -410468.312500 Penalty: 4242.931152
	Iteration 12Q: 3 clusters Score -410468.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -410507.625000 Penalty: 4242.931152
	Iteration 13Q: 3 clusters Score -410507.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -410538.937500 Penalty: 4242.931152
	Iteration 14Q: 3 clusters Score -410538.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -410570.687500 Penalty: 4242.931152
	Iteration 15Q: 3 clusters Score -410570.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -410589.843750 Penalty: 4242.931152
	Iteration 16Q: 3 clusters Score -410589.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -410608.312500 Penalty: 4242.931152
	Iteration 17Q: 3 clusters Score -410608.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -410626.312500 Penalty: 4242.931152
	Iteration 18Q: 3 clusters Score -410626.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -410642.125000 Penalty: 4242.931152
	Iteration 19Q: 3 clusters Score -410642.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -410654.531250 Penalty: 4242.931152
	Iteration 20F: 3 clusters Score -410654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -410666.125000 Penalty: 4242.931152
	Iteration 21Q: 3 clusters Score -410666.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -410677.750000 Penalty: 4242.931152
	Iteration 22Q: 3 clusters Score -410677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -410686.437500 Penalty: 4242.931152
	Iteration 23Q: 3 clusters Score -410686.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -410699.343750 Penalty: 4242.931152
	Iteration 24Q: 3 clusters Score -410699.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -410718.093750 Penalty: 4242.931152
	Iteration 25Q: 3 clusters Score -410718.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -410741.218750 Penalty: 4242.931152
	Iteration 26Q: 3 clusters Score -410741.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -410761.937500 Penalty: 4242.931152
	Iteration 27Q: 3 clusters Score -410761.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -410791.875000 Penalty: 4242.931152
	Iteration 28Q: 3 clusters Score -410791.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -410820.437500 Penalty: 4242.931152
	Iteration 29Q: 3 clusters Score -410820.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -410841.375000 Penalty: 4242.931152
	Iteration 30Q: 3 clusters Score -410841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -410852.156250 Penalty: 4242.931152
	Iteration 31Q: 3 clusters Score -410852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -410854.718750 Penalty: 4242.931152
	Iteration 32Q: 3 clusters Score -410854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -410856.687500 Penalty: 4242.931152
	Iteration 33Q: 3 clusters Score -410856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -410857.031250 Penalty: 4242.931152
	Iteration 34Q: 3 clusters Score -410857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -410858.687500 Penalty: 4242.931152
	Iteration 35Q: 3 clusters Score -410858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -410858.031250 Penalty: 4242.931152
	Iteration 36Q: 3 clusters Score -410858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -410858.031250 Penalty: 4242.931152
	Iteration 37F: 3 clusters Score -410858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Entering Unmasked Estep 
Score: -1741230.625000 Penalty: 2467.691895
	Iteration 0F: 2 clusters Score -1741231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1726413.000000 Penalty: 4935.383789
	Iteration 0F: 3 clusters Score -1726413 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1731488.125000 Penalty: 4935.383789
	Iteration 1F: 3 clusters Score -1731488 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1732036.625000 Penalty: 4935.383789
	Iteration 2F: 3 clusters Score -1732037 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1732578.875000 Penalty: 4935.383789
	Iteration 3F: 3 clusters Score -1732579 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1733153.250000 Penalty: 4935.383789
	Iteration 4F: 3 clusters Score -1733153 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1733770.375000 Penalty: 4935.383789
	Iteration 5F: 3 clusters Score -1733770 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1734566.000000 Penalty: 4935.383789
	Iteration 6F: 3 clusters Score -1734566 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1735536.750000 Penalty: 4935.383789
	Iteration 7F: 3 clusters Score -1735537 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1736670.750000 Penalty: 4935.383789
	Iteration 8F: 3 clusters Score -1736671 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1737700.625000 Penalty: 4935.383789
	Iteration 9F: 3 clusters Score -1737701 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1738431.500000 Penalty: 4935.383789
	Iteration 10F: 3 clusters Score -1738432 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1738922.125000 Penalty: 4935.383789
	Iteration 11Q: 3 clusters Score -1738922 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1739297.250000 Penalty: 4935.383789
	Iteration 12Q: 3 clusters Score -1739297 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1739535.250000 Penalty: 4935.383789
	Iteration 13Q: 3 clusters Score -1739535 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1739732.750000 Penalty: 4935.383789
	Iteration 14Q: 3 clusters Score -1739733 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1739866.250000 Penalty: 4935.383789
	Iteration 15Q: 3 clusters Score -1739866 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1739958.500000 Penalty: 4935.383789
	Iteration 16Q: 3 clusters Score -1739958 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1740024.125000 Penalty: 4935.383789
	Iteration 17Q: 3 clusters Score -1740024 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1740071.375000 Penalty: 4935.383789
	Iteration 18Q: 3 clusters Score -1740071 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1740099.375000 Penalty: 4935.383789
	Iteration 19Q: 3 clusters Score -1740099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1740105.875000 Penalty: 4935.383789
	Iteration 20F: 3 clusters Score -1740106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1740134.750000 Penalty: 4935.383789
	Iteration 21Q: 3 clusters Score -1740135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1740152.250000 Penalty: 4935.383789
	Iteration 22Q: 3 clusters Score -1740152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1740168.750000 Penalty: 4935.383789
	Iteration 23Q: 3 clusters Score -1740169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1740181.375000 Penalty: 4935.383789
	Iteration 24Q: 3 clusters Score -1740181 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1740196.875000 Penalty: 4935.383789
	Iteration 25Q: 3 clusters Score -1740197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1740209.500000 Penalty: 4935.383789
	Iteration 26Q: 3 clusters Score -1740210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1740215.750000 Penalty: 4935.383789
	Iteration 27Q: 3 clusters Score -1740216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1740207.250000 Penalty: 4935.383789
	Iteration 28Q: 3 clusters Score -1740207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1740221.375000 Penalty: 4935.383789
	Iteration 29Q: 3 clusters Score -1740221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1740224.750000 Penalty: 4935.383789
	Iteration 30Q: 3 clusters Score -1740225 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1740239.250000 Penalty: 4935.383789
	Iteration 31Q: 3 clusters Score -1740239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1740246.625000 Penalty: 4935.383789
	Iteration 32Q: 3 clusters Score -1740247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1740250.375000 Penalty: 4935.383789
	Iteration 33Q: 3 clusters Score -1740250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1740254.125000 Penalty: 4935.383789
	Iteration 34Q: 3 clusters Score -1740254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1740255.750000 Penalty: 4935.383789
	Iteration 35Q: 3 clusters Score -1740256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1740261.000000 Penalty: 4935.383789
	Iteration 36Q: 3 clusters Score -1740261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1740254.125000 Penalty: 4935.383789
	Iteration 37Q: 3 clusters Score -1740254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1740254.125000 Penalty: 4935.383789
	Iteration 38Q: 3 clusters Score -1740254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1740258.750000 Penalty: 4935.383789
	Iteration 39Q: 3 clusters Score -1740259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1740267.250000 Penalty: 4935.383789
	Iteration 40F: 3 clusters Score -1740267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1740270.000000 Penalty: 4935.383789
	Iteration 41Q: 3 clusters Score -1740270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1740275.500000 Penalty: 4935.383789
	Iteration 42Q: 3 clusters Score -1740276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1740279.375000 Penalty: 4935.383789
	Iteration 43Q: 3 clusters Score -1740279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1740291.250000 Penalty: 4935.383789
	Iteration 44Q: 3 clusters Score -1740291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1740295.500000 Penalty: 4935.383789
	Iteration 45Q: 3 clusters Score -1740296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1740304.750000 Penalty: 4935.383789
	Iteration 46Q: 3 clusters Score -1740305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1740308.875000 Penalty: 4935.383789
	Iteration 47Q: 3 clusters Score -1740309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1740313.250000 Penalty: 4935.383789
	Iteration 48Q: 3 clusters Score -1740313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1740317.125000 Penalty: 4935.383789
	Iteration 49Q: 3 clusters Score -1740317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1740325.000000 Penalty: 4935.383789
	Iteration 50Q: 3 clusters Score -1740325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1740329.250000 Penalty: 4935.383789
	Iteration 51Q: 3 clusters Score -1740329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1740331.625000 Penalty: 4935.383789
	Iteration 52Q: 3 clusters Score -1740332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1740328.250000 Penalty: 4935.383789
	Iteration 53Q: 3 clusters Score -1740328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1740337.000000 Penalty: 4935.383789
	Iteration 54Q: 3 clusters Score -1740337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1740339.375000 Penalty: 4935.383789
	Iteration 55Q: 3 clusters Score -1740339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1740334.625000 Penalty: 4935.383789
	Iteration 56Q: 3 clusters Score -1740335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1740340.250000 Penalty: 4935.383789
	Iteration 57Q: 3 clusters Score -1740340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1740342.625000 Penalty: 4935.383789
	Iteration 58Q: 3 clusters Score -1740343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1740341.750000 Penalty: 4935.383789
	Iteration 59Q: 3 clusters Score -1740342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1740337.750000 Penalty: 4935.383789
	Iteration 60F: 3 clusters Score -1740338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1740341.750000 Penalty: 4935.383789
	Iteration 61Q: 3 clusters Score -1740342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1740346.375000 Penalty: 4935.383789
	Iteration 62Q: 3 clusters Score -1740346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1740344.625000 Penalty: 4935.383789
	Iteration 63Q: 3 clusters Score -1740345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1740344.625000 Penalty: 4935.383789
	Iteration 64Q: 3 clusters Score -1740345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1740355.000000 Penalty: 4935.383789
	Iteration 65Q: 3 clusters Score -1740355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1740354.875000 Penalty: 4935.383789
	Iteration 66Q: 3 clusters Score -1740355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1740355.250000 Penalty: 4935.383789
	Iteration 67Q: 3 clusters Score -1740355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1740358.250000 Penalty: 4935.383789
	Iteration 68Q: 3 clusters Score -1740358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1740354.125000 Penalty: 4935.383789
	Iteration 69Q: 3 clusters Score -1740354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1740353.625000 Penalty: 4935.383789
	Iteration 70Q: 3 clusters Score -1740354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1740359.250000 Penalty: 4935.383789
	Iteration 71Q: 3 clusters Score -1740359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1740368.750000 Penalty: 4935.383789
	Iteration 72Q: 3 clusters Score -1740369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1740371.125000 Penalty: 4935.383789
	Iteration 73Q: 3 clusters Score -1740371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1740373.750000 Penalty: 4935.383789
	Iteration 74Q: 3 clusters Score -1740374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1740379.500000 Penalty: 4935.383789
	Iteration 75Q: 3 clusters Score -1740380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1740392.375000 Penalty: 4935.383789
	Iteration 76Q: 3 clusters Score -1740392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1740399.750000 Penalty: 4935.383789
	Iteration 77Q: 3 clusters Score -1740400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1740403.125000 Penalty: 4935.383789
	Iteration 78Q: 3 clusters Score -1740403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1740409.125000 Penalty: 4935.383789
	Iteration 79Q: 3 clusters Score -1740409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1740416.125000 Penalty: 4935.383789
	Iteration 80F: 3 clusters Score -1740416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1740423.750000 Penalty: 4935.383789
	Iteration 81Q: 3 clusters Score -1740424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1740429.625000 Penalty: 4935.383789
	Iteration 82Q: 3 clusters Score -1740430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1740440.375000 Penalty: 4935.383789
	Iteration 83Q: 3 clusters Score -1740440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1740454.125000 Penalty: 4935.383789
	Iteration 84Q: 3 clusters Score -1740454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1740458.625000 Penalty: 4935.383789
	Iteration 85Q: 3 clusters Score -1740459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1740462.500000 Penalty: 4935.383789
	Iteration 86Q: 3 clusters Score -1740462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1740473.125000 Penalty: 4935.383789
	Iteration 87Q: 3 clusters Score -1740473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1740480.250000 Penalty: 4935.383789
	Iteration 88Q: 3 clusters Score -1740480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1740495.250000 Penalty: 4935.383789
	Iteration 89Q: 3 clusters Score -1740495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1740505.125000 Penalty: 4935.383789
	Iteration 90Q: 3 clusters Score -1740505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1740518.750000 Penalty: 4935.383789
	Iteration 91Q: 3 clusters Score -1740519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1740535.875000 Penalty: 4935.383789
	Iteration 92Q: 3 clusters Score -1740536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1740561.125000 Penalty: 4935.383789
	Iteration 93Q: 3 clusters Score -1740561 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1740586.375000 Penalty: 4935.383789
	Iteration 94Q: 3 clusters Score -1740586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1740614.000000 Penalty: 4935.383789
	Iteration 95Q: 3 clusters Score -1740614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1740645.375000 Penalty: 4935.383789
	Iteration 96Q: 3 clusters Score -1740645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1740670.750000 Penalty: 4935.383789
	Iteration 97Q: 3 clusters Score -1740671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1740702.875000 Penalty: 4935.383789
	Iteration 98Q: 3 clusters Score -1740703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1740731.125000 Penalty: 4935.383789
	Iteration 99Q: 3 clusters Score -1740731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1740756.875000 Penalty: 4935.383789
	Iteration 100F: 3 clusters Score -1740757 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1740777.125000 Penalty: 4935.383789
	Iteration 101Q: 3 clusters Score -1740777 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1740786.000000 Penalty: 4935.383789
	Iteration 102Q: 3 clusters Score -1740786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1740800.750000 Penalty: 4935.383789
	Iteration 103Q: 3 clusters Score -1740801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1740815.750000 Penalty: 4935.383789
	Iteration 104Q: 3 clusters Score -1740816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1740828.125000 Penalty: 4935.383789
	Iteration 105Q: 3 clusters Score -1740828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1740831.125000 Penalty: 4935.383789
	Iteration 106Q: 3 clusters Score -1740831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1740844.500000 Penalty: 4935.383789
	Iteration 107Q: 3 clusters Score -1740844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1740855.250000 Penalty: 4935.383789
	Iteration 108Q: 3 clusters Score -1740855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1740856.500000 Penalty: 4935.383789
	Iteration 109Q: 3 clusters Score -1740856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1740857.375000 Penalty: 4935.383789
	Iteration 110Q: 3 clusters Score -1740857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1740865.250000 Penalty: 4935.383789
	Iteration 111Q: 3 clusters Score -1740865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1740865.750000 Penalty: 4935.383789
	Iteration 112Q: 3 clusters Score -1740866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1740864.750000 Penalty: 4935.383789
	Iteration 113Q: 3 clusters Score -1740865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1740867.875000 Penalty: 4935.383789
	Iteration 114Q: 3 clusters Score -1740868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1740871.000000 Penalty: 4935.383789
	Iteration 115Q: 3 clusters Score -1740871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1740870.750000 Penalty: 4935.383789
	Iteration 116Q: 3 clusters Score -1740871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1740868.750000 Penalty: 4935.383789
	Iteration 117Q: 3 clusters Score -1740869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1740874.625000 Penalty: 4935.383789
	Iteration 118Q: 3 clusters Score -1740875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1740874.000000 Penalty: 4935.383789
	Iteration 119Q: 3 clusters Score -1740874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1740871.875000 Penalty: 4935.383789
	Iteration 120F: 3 clusters Score -1740872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1740872.500000 Penalty: 4935.383789
	Iteration 121Q: 3 clusters Score -1740872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1740870.625000 Penalty: 4935.383789
	Iteration 122Q: 3 clusters Score -1740871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1740870.625000 Penalty: 4935.383789
	Iteration 123Q: 3 clusters Score -1740871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1740870.625000 Penalty: 4935.383789
	Iteration 124F: 3 clusters Score -1740871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Entering Unmasked Estep 
Score: -4470457.500000 Penalty: 2710.033936
	Iteration 0F: 2 clusters Score -4470458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4433189.000000 Penalty: 5420.067871
	Iteration 0F: 3 clusters Score -4433189 nChanged 25687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4447571.000000 Penalty: 5420.067871
	Iteration 1F: 3 clusters Score -4447571 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4448399.000000 Penalty: 5420.067871
	Iteration 2Q: 3 clusters Score -4448399 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4449335.500000 Penalty: 5420.067871
	Iteration 3Q: 3 clusters Score -4449336 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4450344.500000 Penalty: 5420.067871
	Iteration 4Q: 3 clusters Score -4450344 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4451495.000000 Penalty: 5420.067871
	Iteration 5Q: 3 clusters Score -4451495 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4452863.000000 Penalty: 5420.067871
	Iteration 6Q: 3 clusters Score -4452863 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -4454463.500000 Penalty: 5420.067871
	Iteration 7F: 3 clusters Score -4454464 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -4456458.500000 Penalty: 5420.067871
	Iteration 8F: 3 clusters Score -4456458 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4458575.500000 Penalty: 5420.067871
	Iteration 9F: 3 clusters Score -4458576 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4460343.500000 Penalty: 5420.067871
	Iteration 10F: 3 clusters Score -4460344 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4461468.500000 Penalty: 5420.067871
	Iteration 11Q: 3 clusters Score -4461468 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4462075.500000 Penalty: 5420.067871
	Iteration 12Q: 3 clusters Score -4462076 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4462390.500000 Penalty: 5420.067871
	Iteration 13Q: 3 clusters Score -4462390 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4462579.000000 Penalty: 5420.067871
	Iteration 14Q: 3 clusters Score -4462579 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4462710.000000 Penalty: 5420.067871
	Iteration 15Q: 3 clusters Score -4462710 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4462817.500000 Penalty: 5420.067871
	Iteration 16Q: 3 clusters Score -4462818 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4462923.000000 Penalty: 5420.067871
	Iteration 17Q: 3 clusters Score -4462923 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4463014.500000 Penalty: 5420.067871
	Iteration 18Q: 3 clusters Score -4463014 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4463083.000000 Penalty: 5420.067871
	Iteration 19Q: 3 clusters Score -4463083 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4463124.500000 Penalty: 5420.067871
	Iteration 20F: 3 clusters Score -4463124 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4463198.000000 Penalty: 5420.067871
	Iteration 21Q: 3 clusters Score -4463198 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4463248.500000 Penalty: 5420.067871
	Iteration 22Q: 3 clusters Score -4463248 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4463315.500000 Penalty: 5420.067871
	Iteration 23Q: 3 clusters Score -4463316 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4463391.500000 Penalty: 5420.067871
	Iteration 24Q: 3 clusters Score -4463392 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4463487.500000 Penalty: 5420.067871
	Iteration 25Q: 3 clusters Score -4463488 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4463581.000000 Penalty: 5420.067871
	Iteration 26Q: 3 clusters Score -4463581 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4463655.000000 Penalty: 5420.067871
	Iteration 27Q: 3 clusters Score -4463655 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4463736.500000 Penalty: 5420.067871
	Iteration 28Q: 3 clusters Score -4463736 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4463810.500000 Penalty: 5420.067871
	Iteration 29Q: 3 clusters Score -4463810 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4463908.500000 Penalty: 5420.067871
	Iteration 30Q: 3 clusters Score -4463908 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4463996.000000 Penalty: 5420.067871
	Iteration 31Q: 3 clusters Score -4463996 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4464096.000000 Penalty: 5420.067871
	Iteration 32Q: 3 clusters Score -4464096 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -4464194.000000 Penalty: 5420.067871
	Iteration 33Q: 3 clusters Score -4464194 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 11826 members 
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	Iteration 34Q: 3 clusters Score -4464293 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4464418 nChanged 503
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Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 10863 members 
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	Iteration 36Q: 3 clusters Score -4464573 nChanged 527
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Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 10340 members 
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	Iteration 37Q: 3 clusters Score -4464786 nChanged 547
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Mstep: Class 2 contains 9797 members 
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	Iteration 38Q: 3 clusters Score -4465022 nChanged 589
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Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4465423 nChanged 621
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Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4466014 nChanged 640
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Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 8039 members 
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	Iteration 41Q: 3 clusters Score -4466640 nChanged 579
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Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4467078 nChanged 570
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Mstep: Class 2 contains 7180 members 
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	Iteration 43Q: 3 clusters Score -4467350 nChanged 426
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Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 6560 members 
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	Iteration 45Q: 3 clusters Score -4467621 nChanged 266
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Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4467716 nChanged 213
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Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4467762 nChanged 185
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Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4467821 nChanged 169
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Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4467860 nChanged 157
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Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 5666 members 
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	Iteration 50Q: 3 clusters Score -4467899 nChanged 153
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Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4467943 nChanged 137
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Mstep: Class 1 contains 50292 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4467984 nChanged 129
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Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4468015 nChanged 134
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Mstep: Class 1 contains 50535 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4468071 nChanged 104
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	Iteration 56Q: 3 clusters Score -4468100 nChanged 100
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Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 4857 members 
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	Iteration 57Q: 3 clusters Score -4468114 nChanged 82
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Mstep: Class 2 contains 4779 members 
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	Iteration 58Q: 3 clusters Score -4468129 nChanged 80
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Mstep: Class 1 contains 50989 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4468138 nChanged 69
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Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4468148 nChanged 78
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Mstep: Class 1 contains 51132 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4468149 nChanged 76
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Mstep: Class 1 contains 51206 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4468176 nChanged 69
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	Iteration 63Q: 3 clusters Score -4468180 nChanged 57
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	Iteration 64Q: 3 clusters Score -4468202 nChanged 60
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	Iteration 65Q: 3 clusters Score -4468220 nChanged 67
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	Iteration 66Q: 3 clusters Score -4468234 nChanged 65
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	Iteration 67Q: 3 clusters Score -4468239 nChanged 62
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	Iteration 68Q: 3 clusters Score -4468260 nChanged 61
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	Iteration 69Q: 3 clusters Score -4468265 nChanged 48
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	Iteration 70Q: 3 clusters Score -4468271 nChanged 47
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	Iteration 71Q: 3 clusters Score -4468294 nChanged 36
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	Iteration 72Q: 3 clusters Score -4468296 nChanged 36
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Mstep: Class 1 contains 51796 members 
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	Iteration 73Q: 3 clusters Score -4468296 nChanged 34
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Mstep: Class 1 contains 51828 members 
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	Iteration 74Q: 3 clusters Score -4468310 nChanged 31
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Mstep: Class 1 contains 51859 members 
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	Iteration 75Q: 3 clusters Score -4468308 nChanged 48
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	Iteration 76Q: 3 clusters Score -4468316 nChanged 43
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	Iteration 77Q: 3 clusters Score -4468318 nChanged 40
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	Iteration 78Q: 3 clusters Score -4468323 nChanged 31
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	Iteration 79Q: 3 clusters Score -4468328 nChanged 24
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Mstep: Class 1 contains 52031 members 
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	Iteration 80F: 3 clusters Score -4468332 nChanged 24
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Mstep: Class 1 contains 52055 members 
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	Iteration 81Q: 3 clusters Score -4468330 nChanged 19
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	Iteration 82Q: 3 clusters Score -4468327 nChanged 21
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	Iteration 83Q: 3 clusters Score -4468332 nChanged 15
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	Iteration 84Q: 3 clusters Score -4468340 nChanged 13
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Mstep: Class 1 contains 52123 members 
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	Iteration 85Q: 3 clusters Score -4468342 nChanged 17
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	Iteration 86Q: 3 clusters Score -4468341 nChanged 14
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	Iteration 87Q: 3 clusters Score -4468338 nChanged 16
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Mstep: Class 1 contains 52170 members 
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	Iteration 88Q: 3 clusters Score -4468341 nChanged 20
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	Iteration 89Q: 3 clusters Score -4468348 nChanged 22
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	Iteration 91Q: 3 clusters Score -4468343 nChanged 17
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	Iteration 92Q: 3 clusters Score -4468340 nChanged 12
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	Iteration 93Q: 3 clusters Score -4468340 nChanged 16
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Mstep: Class 1 contains 52281 members 
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	Iteration 94Q: 3 clusters Score -4468339 nChanged 15
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	Iteration 95Q: 3 clusters Score -4468346 nChanged 12
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	Iteration 96Q: 3 clusters Score -4468344 nChanged 8
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	Iteration 97Q: 3 clusters Score -4468344 nChanged 6
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Mstep: Class 1 contains 52322 members 
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	Iteration 98Q: 3 clusters Score -4468344 nChanged 8
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	Iteration 99Q: 3 clusters Score -4468342 nChanged 8
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	Iteration 100F: 3 clusters Score -4468348 nChanged 13
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4468360 nChanged 13
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	Iteration 102Q: 3 clusters Score -4468367 nChanged 16
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	Iteration 103Q: 3 clusters Score -4468364 nChanged 18
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	Iteration 104Q: 3 clusters Score -4468367 nChanged 13
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	Iteration 105Q: 3 clusters Score -4468366 nChanged 17
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	Iteration 106Q: 3 clusters Score -4468372 nChanged 15
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	Iteration 107Q: 3 clusters Score -4468376 nChanged 12
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	Iteration 108Q: 3 clusters Score -4468374 nChanged 15
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	Iteration 109Q: 3 clusters Score -4468384 nChanged 12
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	Iteration 110Q: 3 clusters Score -4468384 nChanged 9
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	Iteration 111Q: 3 clusters Score -4468382 nChanged 11
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	Iteration 112Q: 3 clusters Score -4468390 nChanged 17
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	Iteration 113Q: 3 clusters Score -4468392 nChanged 16
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	Iteration 114Q: 3 clusters Score -4468392 nChanged 13
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	Iteration 115Q: 3 clusters Score -4468399 nChanged 11
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	Iteration 116Q: 3 clusters Score -4468400 nChanged 8
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	Iteration 117Q: 3 clusters Score -4468404 nChanged 14
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	Iteration 118Q: 3 clusters Score -4468412 nChanged 12
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	Iteration 119Q: 3 clusters Score -4468414 nChanged 10
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	Iteration 120F: 3 clusters Score -4468406 nChanged 9
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	Iteration 121Q: 3 clusters Score -4468412 nChanged 10
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	Iteration 122Q: 3 clusters Score -4468406 nChanged 10
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	Iteration 123Q: 3 clusters Score -4468411 nChanged 9
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	Iteration 124Q: 3 clusters Score -4468418 nChanged 13
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	Iteration 125Q: 3 clusters Score -4468414 nChanged 10
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	Iteration 126Q: 3 clusters Score -4468416 nChanged 8
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	Iteration 127Q: 3 clusters Score -4468412 nChanged 6
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Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4468411.500000 Penalty: 5420.067871
	Iteration 128Q: 3 clusters Score -4468412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4468415.500000 Penalty: 5420.067871
	Iteration 129Q: 3 clusters Score -4468416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4468425.000000 Penalty: 5420.067871
	Iteration 130Q: 3 clusters Score -4468425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4468424.000000 Penalty: 5420.067871
	Iteration 131Q: 3 clusters Score -4468424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4468422.000000 Penalty: 5420.067871
	Iteration 132Q: 3 clusters Score -4468422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4468422.500000 Penalty: 5420.067871
	Iteration 133Q: 3 clusters Score -4468422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4468422.500000 Penalty: 5420.067871
	Iteration 134Q: 3 clusters Score -4468422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4468420.000000 Penalty: 5420.067871
	Iteration 135Q: 3 clusters Score -4468420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4468424.500000 Penalty: 5420.067871
	Iteration 136Q: 3 clusters Score -4468424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4468424.000000 Penalty: 5420.067871
	Iteration 137Q: 3 clusters Score -4468424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4468421.500000 Penalty: 5420.067871
	Iteration 138Q: 3 clusters Score -4468422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4468421.500000 Penalty: 5420.067871
	Iteration 139Q: 3 clusters Score -4468422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4468424.000000 Penalty: 5420.067871
	Iteration 140F: 3 clusters Score -4468424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4468424.500000 Penalty: 5420.067871
	Iteration 141Q: 3 clusters Score -4468424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4468424.500000 Penalty: 5420.067871
	Iteration 142Q: 3 clusters Score -4468424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4468421.500000 Penalty: 5420.067871
	Iteration 143Q: 3 clusters Score -4468422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4468425.000000 Penalty: 5420.067871
	Iteration 144Q: 3 clusters Score -4468425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4468427.000000 Penalty: 5420.067871
	Iteration 145Q: 3 clusters Score -4468427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4468425.000000 Penalty: 5420.067871
	Iteration 146Q: 3 clusters Score -4468425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4468429.000000 Penalty: 5420.067871
	Iteration 147Q: 3 clusters Score -4468429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4468432.000000 Penalty: 5420.067871
	Iteration 148Q: 3 clusters Score -4468432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4468426.000000 Penalty: 5420.067871
	Iteration 149Q: 3 clusters Score -4468426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4468426.500000 Penalty: 5420.067871
	Iteration 150Q: 3 clusters Score -4468426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4468430.000000 Penalty: 5420.067871
	Iteration 151Q: 3 clusters Score -4468430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4468430.500000 Penalty: 5420.067871
	Iteration 152Q: 3 clusters Score -4468430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4468429.000000 Penalty: 5420.067871
	Iteration 153Q: 3 clusters Score -4468429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4468436.500000 Penalty: 5420.067871
	Iteration 154Q: 3 clusters Score -4468436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4468434.500000 Penalty: 5420.067871
	Iteration 155Q: 3 clusters Score -4468434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4468431.500000 Penalty: 5420.067871
	Iteration 156Q: 3 clusters Score -4468432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4468436.000000 Penalty: 5420.067871
	Iteration 157Q: 3 clusters Score -4468436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4468435.500000 Penalty: 5420.067871
	Iteration 158Q: 3 clusters Score -4468436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4468428.000000 Penalty: 5420.067871
	Iteration 159Q: 3 clusters Score -4468428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4468439.500000 Penalty: 5420.067871
	Iteration 160F: 3 clusters Score -4468440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4468439.000000 Penalty: 5420.067871
	Iteration 161Q: 3 clusters Score -4468439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4468443.000000 Penalty: 5420.067871
	Iteration 162Q: 3 clusters Score -4468443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4468450.000000 Penalty: 5420.067871
	Iteration 163Q: 3 clusters Score -4468450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4468445.500000 Penalty: 5420.067871
	Iteration 164Q: 3 clusters Score -4468446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4468448.000000 Penalty: 5420.067871
	Iteration 165Q: 3 clusters Score -4468448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4468445.000000 Penalty: 5420.067871
	Iteration 166Q: 3 clusters Score -4468445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4468444.000000 Penalty: 5420.067871
	Iteration 167Q: 3 clusters Score -4468444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4468448.000000 Penalty: 5420.067871
	Iteration 168Q: 3 clusters Score -4468448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4468451.500000 Penalty: 5420.067871
	Iteration 169Q: 3 clusters Score -4468452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4468457.000000 Penalty: 5420.067871
	Iteration 170Q: 3 clusters Score -4468457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4468456.000000 Penalty: 5420.067871
	Iteration 171Q: 3 clusters Score -4468456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4468461.000000 Penalty: 5420.067871
	Iteration 172Q: 3 clusters Score -4468461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4468468.500000 Penalty: 5420.067871
	Iteration 173Q: 3 clusters Score -4468468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4468470.000000 Penalty: 5420.067871
	Iteration 174Q: 3 clusters Score -4468470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4468469.000000 Penalty: 5420.067871
	Iteration 175Q: 3 clusters Score -4468469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4468473.000000 Penalty: 5420.067871
	Iteration 176Q: 3 clusters Score -4468473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4468478.000000 Penalty: 5420.067871
	Iteration 177Q: 3 clusters Score -4468478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4468486.500000 Penalty: 5420.067871
	Iteration 178Q: 3 clusters Score -4468486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4468491.000000 Penalty: 5420.067871
	Iteration 179Q: 3 clusters Score -4468491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4468493.000000 Penalty: 5420.067871
	Iteration 180F: 3 clusters Score -4468493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4468492.500000 Penalty: 5420.067871
	Iteration 181Q: 3 clusters Score -4468492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4468506.000000 Penalty: 5420.067871
	Iteration 182Q: 3 clusters Score -4468506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4468504.000000 Penalty: 5420.067871
	Iteration 183Q: 3 clusters Score -4468504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4468503.000000 Penalty: 5420.067871
	Iteration 184Q: 3 clusters Score -4468503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4468504.000000 Penalty: 5420.067871
	Iteration 185Q: 3 clusters Score -4468504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4468504.000000 Penalty: 5420.067871
	Iteration 186Q: 3 clusters Score -4468504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4468509.000000 Penalty: 5420.067871
	Iteration 187Q: 3 clusters Score -4468509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4468503.500000 Penalty: 5420.067871
	Iteration 188Q: 3 clusters Score -4468504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4468504.500000 Penalty: 5420.067871
	Iteration 189Q: 3 clusters Score -4468504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4468501.000000 Penalty: 5420.067871
	Iteration 190Q: 3 clusters Score -4468501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4468499.000000 Penalty: 5420.067871
	Iteration 191Q: 3 clusters Score -4468499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4468502.000000 Penalty: 5420.067871
	Iteration 192Q: 3 clusters Score -4468502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4468499.000000 Penalty: 5420.067871
	Iteration 193Q: 3 clusters Score -4468499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4468500.500000 Penalty: 5420.067871
	Iteration 194Q: 3 clusters Score -4468500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4468497.500000 Penalty: 5420.067871
	Iteration 195Q: 3 clusters Score -4468498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4468498.000000 Penalty: 5420.067871
	Iteration 196Q: 3 clusters Score -4468498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4468499.500000 Penalty: 5420.067871
	Iteration 197Q: 3 clusters Score -4468500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4468502.000000 Penalty: 5420.067871
	Iteration 198Q: 3 clusters Score -4468502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4468505.500000 Penalty: 5420.067871
	Iteration 199Q: 3 clusters Score -4468506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4468507.000000 Penalty: 5420.067871
	Iteration 200F: 3 clusters Score -4468507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4468507.000000 Penalty: 5420.067871
	Iteration 201Q: 3 clusters Score -4468507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4468508.500000 Penalty: 5420.067871
	Iteration 202Q: 3 clusters Score -4468508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4468502.500000 Penalty: 5420.067871
	Iteration 203Q: 3 clusters Score -4468502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4468502.500000 Penalty: 5420.067871
	Iteration 204Q: 3 clusters Score -4468502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4468498.000000 Penalty: 5420.067871
	Iteration 205Q: 3 clusters Score -4468498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4468493.500000 Penalty: 5420.067871
	Iteration 206Q: 3 clusters Score -4468494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4468496.500000 Penalty: 5420.067871
	Iteration 207Q: 3 clusters Score -4468496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4468496.500000 Penalty: 5420.067871
	Iteration 208F: 3 clusters Score -4468496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -53159.667969 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -53159.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51507.582031 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -51507.58 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51731.402344 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51731.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51791.527344 Penalty: 3218.645508
	Iteration 2Q: 3 clusters Score -51791.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51829.074219 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -51829.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51849.785156 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -51849.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51857.988281 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -51857.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51858.640625 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -51858.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51858.640625 Penalty: 3218.645508
	Iteration 7F: 3 clusters Score -51858.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -118866.390625 Penalty: 1895.702515
	Iteration 0F: 2 clusters Score -118866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -116252.156250 Penalty: 3791.405029
	Iteration 0F: 3 clusters Score -116252.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -117329.140625 Penalty: 3791.405029
	Iteration 1F: 3 clusters Score -117329.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -118047.007812 Penalty: 3791.405029
	Iteration 2F: 3 clusters Score -118047 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -118366.195312 Penalty: 3791.405029
	Iteration 3F: 3 clusters Score -118366.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -118498.734375 Penalty: 3791.405029
	Iteration 4Q: 3 clusters Score -118498.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -118556.695312 Penalty: 3791.405029
	Iteration 5Q: 3 clusters Score -118556.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -118609.914062 Penalty: 3791.405029
	Iteration 6Q: 3 clusters Score -118609.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -118673.945312 Penalty: 3791.405029
	Iteration 7Q: 3 clusters Score -118673.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -118744.265625 Penalty: 3791.405029
	Iteration 8Q: 3 clusters Score -118744.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -118791.273438 Penalty: 3791.405029
	Iteration 9Q: 3 clusters Score -118791.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -118818.109375 Penalty: 3791.405029
	Iteration 10Q: 3 clusters Score -118818.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -118834.929688 Penalty: 3791.405029
	Iteration 11Q: 3 clusters Score -118834.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -118845.562500 Penalty: 3791.405029
	Iteration 12Q: 3 clusters Score -118845.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -118851.382812 Penalty: 3791.405029
	Iteration 13Q: 3 clusters Score -118851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -118854.601562 Penalty: 3791.405029
	Iteration 14Q: 3 clusters Score -118854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -118856.039062 Penalty: 3791.405029
	Iteration 15Q: 3 clusters Score -118856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -118860.476562 Penalty: 3791.405029
	Iteration 16Q: 3 clusters Score -118860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118864.781250 Penalty: 3791.405029
	Iteration 17Q: 3 clusters Score -118864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -118871.390625 Penalty: 3791.405029
	Iteration 18Q: 3 clusters Score -118871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -118874.929688 Penalty: 3791.405029
	Iteration 19Q: 3 clusters Score -118874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -118876.062500 Penalty: 3791.405029
	Iteration 20F: 3 clusters Score -118876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 965 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 12261 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13294 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Mstep: Class 55 contains 1123 members 
Entering Unmasked Estep 
Score: -51172208.000000 Penalty: 182728.750000
Splitting cluster 17 changes total score from -51173624.000000 to -51172208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Entering Unmasked Estep 
Score: -1380697.500000 Penalty: 2411.819580
	Iteration 0F: 2 clusters Score -1380698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1368665.750000 Penalty: 4823.639160
	Iteration 0F: 3 clusters Score -1368666 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1372711.625000 Penalty: 4823.639160
	Iteration 1F: 3 clusters Score -1372712 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1373332.375000 Penalty: 4823.639160
	Iteration 2F: 3 clusters Score -1373332 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1373994.000000 Penalty: 4823.639160
	Iteration 3F: 3 clusters Score -1373994 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1374727.000000 Penalty: 4823.639160
	Iteration 4F: 3 clusters Score -1374727 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1375490.750000 Penalty: 4823.639160
	Iteration 5F: 3 clusters Score -1375491 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1376148.750000 Penalty: 4823.639160
	Iteration 6F: 3 clusters Score -1376149 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1376736.125000 Penalty: 4823.639160
	Iteration 7Q: 3 clusters Score -1376736 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1377297.000000 Penalty: 4823.639160
	Iteration 8Q: 3 clusters Score -1377297 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1377707.250000 Penalty: 4823.639160
	Iteration 9Q: 3 clusters Score -1377707 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1377983.250000 Penalty: 4823.639160
	Iteration 10Q: 3 clusters Score -1377983 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1378175.875000 Penalty: 4823.639160
	Iteration 11Q: 3 clusters Score -1378176 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1378299.500000 Penalty: 4823.639160
	Iteration 12Q: 3 clusters Score -1378300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1378388.000000 Penalty: 4823.639160
	Iteration 13Q: 3 clusters Score -1378388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1378456.875000 Penalty: 4823.639160
	Iteration 14Q: 3 clusters Score -1378457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1378508.500000 Penalty: 4823.639160
	Iteration 15Q: 3 clusters Score -1378508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1378550.750000 Penalty: 4823.639160
	Iteration 16Q: 3 clusters Score -1378551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1378593.500000 Penalty: 4823.639160
	Iteration 17Q: 3 clusters Score -1378594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1378611.375000 Penalty: 4823.639160
	Iteration 18Q: 3 clusters Score -1378611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1378627.375000 Penalty: 4823.639160
	Iteration 19Q: 3 clusters Score -1378627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1378645.375000 Penalty: 4823.639160
	Iteration 20F: 3 clusters Score -1378645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1378652.625000 Penalty: 4823.639160
	Iteration 21Q: 3 clusters Score -1378653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1378663.500000 Penalty: 4823.639160
	Iteration 22Q: 3 clusters Score -1378664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1378673.625000 Penalty: 4823.639160
	Iteration 23Q: 3 clusters Score -1378674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1378681.125000 Penalty: 4823.639160
	Iteration 24Q: 3 clusters Score -1378681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1378686.500000 Penalty: 4823.639160
	Iteration 25Q: 3 clusters Score -1378686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1378690.250000 Penalty: 4823.639160
	Iteration 26Q: 3 clusters Score -1378690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1378693.750000 Penalty: 4823.639160
	Iteration 27Q: 3 clusters Score -1378694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1378700.000000 Penalty: 4823.639160
	Iteration 28Q: 3 clusters Score -1378700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1378701.500000 Penalty: 4823.639160
	Iteration 29Q: 3 clusters Score -1378702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1378702.250000 Penalty: 4823.639160
	Iteration 30Q: 3 clusters Score -1378702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1378702.875000 Penalty: 4823.639160
	Iteration 31Q: 3 clusters Score -1378703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1378702.875000 Penalty: 4823.639160
	Iteration 32F: 3 clusters Score -1378703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Entering Unmasked Estep 
Score: -4654813.000000 Penalty: 2715.516846
	Iteration 0F: 2 clusters Score -4654813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4616562.500000 Penalty: 5431.033691
	Iteration 0F: 3 clusters Score -4616562 nChanged 26319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4631030.500000 Penalty: 5431.033691
	Iteration 1F: 3 clusters Score -4631030 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4631547.500000 Penalty: 5431.033691
	Iteration 2Q: 3 clusters Score -4631548 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4632138.500000 Penalty: 5431.033691
	Iteration 3Q: 3 clusters Score -4632138 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4632922.000000 Penalty: 5431.033691
	Iteration 4Q: 3 clusters Score -4632922 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4634080.000000 Penalty: 5431.033691
	Iteration 5Q: 3 clusters Score -4634080 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4635693.500000 Penalty: 5431.033691
	Iteration 6F: 3 clusters Score -4635694 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4637885.000000 Penalty: 5431.033691
	Iteration 7F: 3 clusters Score -4637885 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4640398.000000 Penalty: 5431.033691
	Iteration 8F: 3 clusters Score -4640398 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4642781.000000 Penalty: 5431.033691
	Iteration 9F: 3 clusters Score -4642781 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4644777.500000 Penalty: 5431.033691
	Iteration 10F: 3 clusters Score -4644778 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4646725.500000 Penalty: 5431.033691
	Iteration 11Q: 3 clusters Score -4646726 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4648552.000000 Penalty: 5431.033691
	Iteration 12Q: 3 clusters Score -4648552 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4649922.500000 Penalty: 5431.033691
	Iteration 13Q: 3 clusters Score -4649922 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4650904.500000 Penalty: 5431.033691
	Iteration 14Q: 3 clusters Score -4650904 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4651530.500000 Penalty: 5431.033691
	Iteration 15Q: 3 clusters Score -4651530 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4651836.500000 Penalty: 5431.033691
	Iteration 16Q: 3 clusters Score -4651836 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4652030.000000 Penalty: 5431.033691
	Iteration 17Q: 3 clusters Score -4652030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4652163.000000 Penalty: 5431.033691
	Iteration 18Q: 3 clusters Score -4652163 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4652238.500000 Penalty: 5431.033691
	Iteration 19Q: 3 clusters Score -4652238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4652304.500000 Penalty: 5431.033691
	Iteration 20F: 3 clusters Score -4652304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4652344.000000 Penalty: 5431.033691
	Iteration 21Q: 3 clusters Score -4652344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4652375.000000 Penalty: 5431.033691
	Iteration 22Q: 3 clusters Score -4652375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4652409.000000 Penalty: 5431.033691
	Iteration 23Q: 3 clusters Score -4652409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4652423.500000 Penalty: 5431.033691
	Iteration 24Q: 3 clusters Score -4652424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4652433.500000 Penalty: 5431.033691
	Iteration 25Q: 3 clusters Score -4652434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4652447.000000 Penalty: 5431.033691
	Iteration 26Q: 3 clusters Score -4652447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4652450.000000 Penalty: 5431.033691
	Iteration 27Q: 3 clusters Score -4652450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4652455.000000 Penalty: 5431.033691
	Iteration 28Q: 3 clusters Score -4652455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4652451.000000 Penalty: 5431.033691
	Iteration 29Q: 3 clusters Score -4652451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4652460.500000 Penalty: 5431.033691
	Iteration 30Q: 3 clusters Score -4652460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4652459.000000 Penalty: 5431.033691
	Iteration 31Q: 3 clusters Score -4652459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4652460.500000 Penalty: 5431.033691
	Iteration 32Q: 3 clusters Score -4652460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4652457.500000 Penalty: 5431.033691
	Iteration 33Q: 3 clusters Score -4652458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4652457.000000 Penalty: 5431.033691
	Iteration 34Q: 3 clusters Score -4652457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4652464.000000 Penalty: 5431.033691
	Iteration 35Q: 3 clusters Score -4652464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4652475.500000 Penalty: 5431.033691
	Iteration 36Q: 3 clusters Score -4652476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4652479.000000 Penalty: 5431.033691
	Iteration 37Q: 3 clusters Score -4652479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4652486.000000 Penalty: 5431.033691
	Iteration 38Q: 3 clusters Score -4652486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4652484.500000 Penalty: 5431.033691
	Iteration 39Q: 3 clusters Score -4652484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4652484.500000 Penalty: 5431.033691
	Iteration 40F: 3 clusters Score -4652484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -192716.781250 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -192716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -189831.281250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -189831.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -190431.562500 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -190431.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -190717.156250 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -190717.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -191092.484375 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -191092.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -191619.875000 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -191619.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -191964.750000 Penalty: 3871.515381
	Iteration 5F: 3 clusters Score -191964.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -192123.000000 Penalty: 3871.515381
	Iteration 6F: 3 clusters Score -192123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -192197.375000 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -192197.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -192226.218750 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -192226.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -192240.843750 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -192240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -192245.593750 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -192245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -192249.187500 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -192249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -192252.609375 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -192252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -192253.843750 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -192253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -192256.109375 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -192256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -192257.437500 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -192257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -192257.671875 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -192257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -192257.671875 Penalty: 3871.515381
	Iteration 17F: 3 clusters Score -192257.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -135222.171875 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -135222.2 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 830 members 
Entering Unmasked Estep 
Score: -132775.671875 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -132775.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133197.781250 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -133197.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -133307.562500 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -133307.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -133385.234375 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -133385.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -133428.921875 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -133428.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -133454.796875 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -133454.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -133465.859375 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -133465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133471.203125 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -133471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133477.828125 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -133477.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133483.921875 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -133483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133491.609375 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -133491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133498.296875 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -133498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133503.875000 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -133503.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133512.546875 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -133512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133517.406250 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -133517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133520.453125 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -133520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133523.984375 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -133524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -133526.343750 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -133526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133531.000000 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -133531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133534.734375 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -133534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133536.875000 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -133536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133538.328125 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -133538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133539.781250 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -133539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133540.328125 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -133540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133540.843750 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -133540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133541.406250 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -133541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133544.281250 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -133544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133545.531250 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -133545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133546.859375 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -133546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133550.000000 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -133550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133555.000000 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -133555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133561.546875 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -133561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133566.312500 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -133566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133571.468750 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -133571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133575.890625 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -133575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133578.796875 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -133578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133586.265625 Penalty: 3690.021484
	Iteration 36Q: 3 clusters Score -133586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133593.250000 Penalty: 3690.021484
	Iteration 37Q: 3 clusters Score -133593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -133603.968750 Penalty: 3690.021484
	Iteration 38Q: 3 clusters Score -133604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -133614.281250 Penalty: 3690.021484
	Iteration 39Q: 3 clusters Score -133614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133622.359375 Penalty: 3690.021484
	Iteration 40F: 3 clusters Score -133622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133626.078125 Penalty: 3690.021484
	Iteration 41Q: 3 clusters Score -133626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133628.890625 Penalty: 3690.021484
	Iteration 42Q: 3 clusters Score -133628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133630.187500 Penalty: 3690.021484
	Iteration 43Q: 3 clusters Score -133630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133631.390625 Penalty: 3690.021484
	Iteration 44Q: 3 clusters Score -133631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133632.093750 Penalty: 3690.021484
	Iteration 45Q: 3 clusters Score -133632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133632.093750 Penalty: 3690.021484
	Iteration 46F: 3 clusters Score -133632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -109876.539062 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -109876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -107526.304688 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -107526.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -108029.406250 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -108029.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -108267.062500 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -108267.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -108451.968750 Penalty: 3668.582275
	Iteration 3F: 3 clusters Score -108452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -108617.750000 Penalty: 3668.582275
	Iteration 4F: 3 clusters Score -108617.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108721.023438 Penalty: 3668.582275
	Iteration 5F: 3 clusters Score -108721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -108768.867188 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -108768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -108794.218750 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -108794.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -108812.773438 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -108812.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -108825.359375 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -108825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -108835.609375 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -108835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -108847.234375 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -108847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108856.281250 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -108856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -108861.367188 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -108861.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -108864.914062 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -108864.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -108864.914062 Penalty: 3668.582275
	Iteration 15F: 3 clusters Score -108864.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -117616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -115336.125000 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -115336.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115700.671875 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -115700.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -115837.523438 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -115837.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -115897.789062 Penalty: 3631.965088
	Iteration 3Q: 3 clusters Score -115897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -115976.109375 Penalty: 3631.965088
	Iteration 4Q: 3 clusters Score -115976.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -116043.625000 Penalty: 3631.965088
	Iteration 5Q: 3 clusters Score -116043.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116120.531250 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -116120.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -116196.328125 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -116196.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -116263.757812 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -116263.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -116320.921875 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -116320.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -116384.585938 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -116384.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -116449.289062 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -116449.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -116494.828125 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -116494.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -116518.031250 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -116518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -116540.359375 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -116540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -116557.015625 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -116557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -116572.718750 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -116572.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -116591.843750 Penalty: 3631.965088
	Iteration 17Q: 3 clusters Score -116591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -116597.750000 Penalty: 3631.965088
	Iteration 18Q: 3 clusters Score -116597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -116606.726562 Penalty: 3631.965088
	Iteration 19Q: 3 clusters Score -116606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -116614.187500 Penalty: 3631.965088
	Iteration 20F: 3 clusters Score -116614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -116624.859375 Penalty: 3631.965088
	Iteration 21Q: 3 clusters Score -116624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -116633.656250 Penalty: 3631.965088
	Iteration 22Q: 3 clusters Score -116633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -116639.656250 Penalty: 3631.965088
	Iteration 23Q: 3 clusters Score -116639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -116646.578125 Penalty: 3631.965088
	Iteration 24Q: 3 clusters Score -116646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -116650.804688 Penalty: 3631.965088
	Iteration 25Q: 3 clusters Score -116650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -116651.765625 Penalty: 3631.965088
	Iteration 26Q: 3 clusters Score -116651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -116654.804688 Penalty: 3631.965088
	Iteration 27Q: 3 clusters Score -116654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -116660.132812 Penalty: 3631.965088
	Iteration 28Q: 3 clusters Score -116660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -116665.476562 Penalty: 3631.965088
	Iteration 29Q: 3 clusters Score -116665.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -116666.218750 Penalty: 3631.965088
	Iteration 30Q: 3 clusters Score -116666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -116668.078125 Penalty: 3631.965088
	Iteration 31Q: 3 clusters Score -116668.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -116668.078125 Penalty: 3631.965088
	Iteration 32F: 3 clusters Score -116668.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (61262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Entering Unmasked Estep 
Score: -5098910.500000 Penalty: 2733.682861
	Iteration 0F: 2 clusters Score -5098910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -5057839.500000 Penalty: 5467.365723
	Iteration 0F: 3 clusters Score -5057840 nChanged 28620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -5073903.500000 Penalty: 5467.365723
	Iteration 1F: 3 clusters Score -5073904 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -5074545.000000 Penalty: 5467.365723
	Iteration 2Q: 3 clusters Score -5074545 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -5075385.500000 Penalty: 5467.365723
	Iteration 3Q: 3 clusters Score -5075386 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5076592.500000 Penalty: 5467.365723
	Iteration 4Q: 3 clusters Score -5076592 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5078669.000000 Penalty: 5467.365723
	Iteration 5F: 3 clusters Score -5078669 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5081908.000000 Penalty: 5467.365723
	Iteration 6F: 3 clusters Score -5081908 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -5086433.000000 Penalty: 5467.365723
	Iteration 7F: 3 clusters Score -5086433 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -5091116.000000 Penalty: 5467.365723
	Iteration 8F: 3 clusters Score -5091116 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -5094243.000000 Penalty: 5467.365723
	Iteration 9F: 3 clusters Score -5094243 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -5095692.000000 Penalty: 5467.365723
	Iteration 10Q: 3 clusters Score -5095692 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -5096161.500000 Penalty: 5467.365723
	Iteration 11Q: 3 clusters Score -5096162 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -5096337.000000 Penalty: 5467.365723
	Iteration 12Q: 3 clusters Score -5096337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -5096442.000000 Penalty: 5467.365723
	Iteration 13Q: 3 clusters Score -5096442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -5096487.000000 Penalty: 5467.365723
	Iteration 14Q: 3 clusters Score -5096487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -5096514.000000 Penalty: 5467.365723
	Iteration 15Q: 3 clusters Score -5096514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -5096527.500000 Penalty: 5467.365723
	Iteration 16Q: 3 clusters Score -5096528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -5096537.000000 Penalty: 5467.365723
	Iteration 17Q: 3 clusters Score -5096537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -5096544.500000 Penalty: 5467.365723
	Iteration 18Q: 3 clusters Score -5096544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -5096549.000000 Penalty: 5467.365723
	Iteration 19Q: 3 clusters Score -5096549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -5096552.500000 Penalty: 5467.365723
	Iteration 20F: 3 clusters Score -5096552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -5096553.000000 Penalty: 5467.365723
	Iteration 21Q: 3 clusters Score -5096553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -5096555.500000 Penalty: 5467.365723
	Iteration 22Q: 3 clusters Score -5096556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -5096552.000000 Penalty: 5467.365723
	Iteration 23Q: 3 clusters Score -5096552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -5096554.500000 Penalty: 5467.365723
	Iteration 24Q: 3 clusters Score -5096554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -5096554.500000 Penalty: 5467.365723
	Iteration 25F: 3 clusters Score -5096554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -875828.625000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -875828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -866842.437500 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -866842.4 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -870001.437500 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -870001.4 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -870889.062500 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -870889.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -871647.875000 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -871647.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -872242.312500 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -872242.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -872776.937500 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -872776.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -873247.250000 Penalty: 4669.432617
	Iteration 6F: 3 clusters Score -873247.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -873678.750000 Penalty: 4669.432617
	Iteration 7Q: 3 clusters Score -873678.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -874060.312500 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -874060.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -874413.937500 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -874413.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -874754.062500 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -874754.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -875022.687500 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -875022.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -875224.937500 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -875224.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -875378.625000 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -875378.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -875502.437500 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -875502.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -875638.500000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -875638.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -875781.375000 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -875781.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -875862.812500 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -875862.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -875909.875000 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -875909.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -875932.562500 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -875932.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -875950.562500 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -875950.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -875961.812500 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -875961.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -875971.250000 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -875971.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -875981.437500 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -875981.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -875990.875000 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -875990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -876001.250000 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -876001.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -876011.500000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -876011.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -876020.812500 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -876020.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -876027.375000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -876027.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -876040.125000 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -876040.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -876050.562500 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -876050.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -876061.000000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -876061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -876075.437500 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -876075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -876094.312500 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -876094.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -876120.437500 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -876120.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -876136.000000 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -876136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -876149.812500 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -876149.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -876161.187500 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -876161.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -876170.625000 Penalty: 4669.432617
	Iteration 38Q: 3 clusters Score -876170.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -876175.437500 Penalty: 4669.432617
	Iteration 39Q: 3 clusters Score -876175.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -876177.687500 Penalty: 4669.432617
	Iteration 40F: 3 clusters Score -876177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -876181.875000 Penalty: 4669.432617
	Iteration 41Q: 3 clusters Score -876181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -876184.187500 Penalty: 4669.432617
	Iteration 42Q: 3 clusters Score -876184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -876184.437500 Penalty: 4669.432617
	Iteration 43Q: 3 clusters Score -876184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -876185.750000 Penalty: 4669.432617
	Iteration 44Q: 3 clusters Score -876185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -876187.187500 Penalty: 4669.432617
	Iteration 45Q: 3 clusters Score -876187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -876187.187500 Penalty: 4669.432617
	Iteration 46F: 3 clusters Score -876187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 5753 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 9710 members 
Mstep: Class 10 contains 1675 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 20960 members 
Mstep: Class 15 contains 55690 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 56935 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 61262 members 
Mstep: Class 25 contains 1152 members 
Mstep: Class 26 contains 15729 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 10385 members 
Mstep: Class 29 contains 22092 members 
Mstep: Class 30 contains 2591 members 
Mstep: Class 31 contains 9586 members 
Mstep: Class 32 contains 55537 members 
Mstep: Class 33 contains 19911 members 
Mstep: Class 34 contains 6796 members 
Mstep: Class 35 contains 23122 members 
Mstep: Class 36 contains 15535 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 9557 members 
Mstep: Class 39 contains 2029 members 
Mstep: Class 40 contains 12389 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 13294 members 
Mstep: Class 43 contains 7813 members 
Mstep: Class 44 contains 1175 members 
Mstep: Class 45 contains 1850 members 
Mstep: Class 46 contains 797 members 
Mstep: Class 47 contains 4393 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 2827 members 
Mstep: Class 50 contains 991 members 
Mstep: Class 51 contains 37611 members 
Mstep: Class 52 contains 2328 members 
Mstep: Class 53 contains 7562 members 
Mstep: Class 54 contains 6562 members 
Mstep: Class 55 contains 11109 members 
Entering Unmasked Estep 
Score: -51173040.000000 Penalty: 182728.750000
Splitting cluster 25 changes total score from -51173624.000000 to -51173040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (15729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Entering Unmasked Estep 
Score: -1316507.250000 Penalty: 2396.488770
	Iteration 0F: 2 clusters Score -1316507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1305147.500000 Penalty: 4792.977539
	Iteration 0F: 3 clusters Score -1305148 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1308917.750000 Penalty: 4792.977539
	Iteration 1F: 3 clusters Score -1308918 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1309464.375000 Penalty: 4792.977539
	Iteration 2F: 3 clusters Score -1309464 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1310087.875000 Penalty: 4792.977539
	Iteration 3F: 3 clusters Score -1310088 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1310759.750000 Penalty: 4792.977539
	Iteration 4F: 3 clusters Score -1310760 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1311418.000000 Penalty: 4792.977539
	Iteration 5F: 3 clusters Score -1311418 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1311936.750000 Penalty: 4792.977539
	Iteration 6F: 3 clusters Score -1311937 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1312322.375000 Penalty: 4792.977539
	Iteration 7Q: 3 clusters Score -1312322 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1312571.375000 Penalty: 4792.977539
	Iteration 8Q: 3 clusters Score -1312571 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1312789.500000 Penalty: 4792.977539
	Iteration 9Q: 3 clusters Score -1312790 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1313035.750000 Penalty: 4792.977539
	Iteration 10Q: 3 clusters Score -1313036 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1313306.125000 Penalty: 4792.977539
	Iteration 11Q: 3 clusters Score -1313306 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1313701.875000 Penalty: 4792.977539
	Iteration 12Q: 3 clusters Score -1313702 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1314242.875000 Penalty: 4792.977539
	Iteration 13Q: 3 clusters Score -1314243 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1314733.750000 Penalty: 4792.977539
	Iteration 14Q: 3 clusters Score -1314734 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1315067.625000 Penalty: 4792.977539
	Iteration 15Q: 3 clusters Score -1315068 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1315258.625000 Penalty: 4792.977539
	Iteration 16Q: 3 clusters Score -1315259 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1315370.500000 Penalty: 4792.977539
	Iteration 17Q: 3 clusters Score -1315370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1315433.875000 Penalty: 4792.977539
	Iteration 18Q: 3 clusters Score -1315434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1315460.250000 Penalty: 4792.977539
	Iteration 19Q: 3 clusters Score -1315460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1315475.250000 Penalty: 4792.977539
	Iteration 20F: 3 clusters Score -1315475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1315480.500000 Penalty: 4792.977539
	Iteration 21Q: 3 clusters Score -1315480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1315482.750000 Penalty: 4792.977539
	Iteration 22Q: 3 clusters Score -1315483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1315480.000000 Penalty: 4792.977539
	Iteration 23Q: 3 clusters Score -1315480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1315477.375000 Penalty: 4792.977539
	Iteration 24Q: 3 clusters Score -1315477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1315480.000000 Penalty: 4792.977539
	Iteration 25Q: 3 clusters Score -1315480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1315479.000000 Penalty: 4792.977539
	Iteration 26Q: 3 clusters Score -1315479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1315480.250000 Penalty: 4792.977539
	Iteration 27Q: 3 clusters Score -1315480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1315486.125000 Penalty: 4792.977539
	Iteration 28Q: 3 clusters Score -1315486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1315480.750000 Penalty: 4792.977539
	Iteration 29Q: 3 clusters Score -1315481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1315485.375000 Penalty: 4792.977539
	Iteration 30Q: 3 clusters Score -1315485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1315483.375000 Penalty: 4792.977539
	Iteration 31Q: 3 clusters Score -1315483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1315483.500000 Penalty: 4792.977539
	Iteration 32Q: 3 clusters Score -1315484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1315484.375000 Penalty: 4792.977539
	Iteration 33Q: 3 clusters Score -1315484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1315486.500000 Penalty: 4792.977539
	Iteration 34Q: 3 clusters Score -1315486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1315489.875000 Penalty: 4792.977539
	Iteration 35Q: 3 clusters Score -1315490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1315491.125000 Penalty: 4792.977539
	Iteration 36Q: 3 clusters Score -1315491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1315491.500000 Penalty: 4792.977539
	Iteration 37Q: 3 clusters Score -1315492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1315490.875000 Penalty: 4792.977539
	Iteration 38Q: 3 clusters Score -1315491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1315491.750000 Penalty: 4792.977539
	Iteration 39Q: 3 clusters Score -1315492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1315494.250000 Penalty: 4792.977539
	Iteration 40F: 3 clusters Score -1315494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1315491.625000 Penalty: 4792.977539
	Iteration 41Q: 3 clusters Score -1315492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1315491.625000 Penalty: 4792.977539
	Iteration 42F: 3 clusters Score -1315492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -130337.718750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -130337.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127909.132812 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -127909.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -128418.640625 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -128418.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -128580.234375 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -128580.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128682.187500 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -128682.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128785.515625 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -128785.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128866.023438 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -128866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128949.906250 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -128949.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129008.359375 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -129008.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -129052.937500 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -129052.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129086.406250 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -129086.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -129116.406250 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -129116.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129141.726562 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -129141.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -129160.335938 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -129160.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129174.265625 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -129174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129180.140625 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -129180.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129192.843750 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -129192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129204.226562 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -129204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -129216.007812 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -129216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129226.195312 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -129226.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -129239.140625 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -129239.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129261.718750 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -129261.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129294.804688 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -129294.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129334.875000 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -129334.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129382.335938 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -129382.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129423.812500 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -129423.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129496.679688 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -129496.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -129569.906250 Penalty: 3697.541016
	Iteration 26Q: 3 clusters Score -129569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -129617.109375 Penalty: 3697.541016
	Iteration 27Q: 3 clusters Score -129617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -129634.375000 Penalty: 3697.541016
	Iteration 28Q: 3 clusters Score -129634.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -129652.835938 Penalty: 3697.541016
	Iteration 29Q: 3 clusters Score -129652.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -129675.593750 Penalty: 3697.541016
	Iteration 30Q: 3 clusters Score -129675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129692.179688 Penalty: 3697.541016
	Iteration 31Q: 3 clusters Score -129692.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129708.757812 Penalty: 3697.541016
	Iteration 32Q: 3 clusters Score -129708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129728.375000 Penalty: 3697.541016
	Iteration 33Q: 3 clusters Score -129728.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129748.812500 Penalty: 3697.541016
	Iteration 34Q: 3 clusters Score -129748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129757.976562 Penalty: 3697.541016
	Iteration 35Q: 3 clusters Score -129758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -129766.281250 Penalty: 3697.541016
	Iteration 36Q: 3 clusters Score -129766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -129768.937500 Penalty: 3697.541016
	Iteration 37Q: 3 clusters Score -129768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129769.734375 Penalty: 3697.541016
	Iteration 38Q: 3 clusters Score -129769.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129769.734375 Penalty: 3697.541016
	Iteration 39F: 3 clusters Score -129769.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -849724.437500 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -849724.4 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 5109 members 
Entering Unmasked Estep 
Score: -841835.812500 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -841835.8 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -844189.625000 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -844189.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -844519.687500 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -844519.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -844850.562500 Penalty: 4587.066406
	Iteration 3F: 3 clusters Score -844850.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -845207.187500 Penalty: 4587.066406
	Iteration 4F: 3 clusters Score -845207.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -845597.125000 Penalty: 4587.066406
	Iteration 5F: 3 clusters Score -845597.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -846061.875000 Penalty: 4587.066406
	Iteration 6F: 3 clusters Score -846061.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -846502.062500 Penalty: 4587.066406
	Iteration 7F: 3 clusters Score -846502.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -846870.500000 Penalty: 4587.066406
	Iteration 8Q: 3 clusters Score -846870.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -847109.875000 Penalty: 4587.066406
	Iteration 9Q: 3 clusters Score -847109.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -847280.500000 Penalty: 4587.066406
	Iteration 10Q: 3 clusters Score -847280.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -847391.125000 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -847391.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -847479.187500 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -847479.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -847543.687500 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -847543.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -847578.062500 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -847578.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -847606.437500 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -847606.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -847627.812500 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -847627.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -847645.375000 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -847645.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -847659.812500 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -847659.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -847669.437500 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -847669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -847676.625000 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -847676.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -847684.937500 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -847684.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -847692.062500 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -847692.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -847697.875000 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -847697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -847703.625000 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -847703.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -847706.125000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -847706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -847710.562500 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -847710.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -847714.750000 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -847714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -847717.187500 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -847717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -847718.125000 Penalty: 4587.066406
	Iteration 29Q: 3 clusters Score -847718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -847721.750000 Penalty: 4587.066406
	Iteration 30Q: 3 clusters Score -847721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -847724.875000 Penalty: 4587.066406
	Iteration 31Q: 3 clusters Score -847724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -847728.687500 Penalty: 4587.066406
	Iteration 32Q: 3 clusters Score -847728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -847731.312500 Penalty: 4587.066406
	Iteration 33Q: 3 clusters Score -847731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -847731.750000 Penalty: 4587.066406
	Iteration 34Q: 3 clusters Score -847731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -847735.562500 Penalty: 4587.066406
	Iteration 35Q: 3 clusters Score -847735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -847740.562500 Penalty: 4587.066406
	Iteration 36Q: 3 clusters Score -847740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -847745.562500 Penalty: 4587.066406
	Iteration 37Q: 3 clusters Score -847745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -847747.250000 Penalty: 4587.066406
	Iteration 38Q: 3 clusters Score -847747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -847746.437500 Penalty: 4587.066406
	Iteration 39Q: 3 clusters Score -847746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -847746.625000 Penalty: 4587.066406
	Iteration 40F: 3 clusters Score -847746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -847747.500000 Penalty: 4587.066406
	Iteration 41Q: 3 clusters Score -847747.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -847749.562500 Penalty: 4587.066406
	Iteration 42Q: 3 clusters Score -847749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -847749.937500 Penalty: 4587.066406
	Iteration 43Q: 3 clusters Score -847749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -847751.312500 Penalty: 4587.066406
	Iteration 44Q: 3 clusters Score -847751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -847751.312500 Penalty: 4587.066406
	Iteration 45F: 3 clusters Score -847751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -1922399.875000 Penalty: 2480.736816
	Iteration 0F: 2 clusters Score -1922400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1906981.500000 Penalty: 4961.473633
	Iteration 0F: 3 clusters Score -1906982 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1912175.000000 Penalty: 4961.473633
	Iteration 1F: 3 clusters Score -1912175 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1912614.125000 Penalty: 4961.473633
	Iteration 2F: 3 clusters Score -1912614 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1913005.250000 Penalty: 4961.473633
	Iteration 3Q: 3 clusters Score -1913005 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1913440.625000 Penalty: 4961.473633
	Iteration 4Q: 3 clusters Score -1913441 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1913904.250000 Penalty: 4961.473633
	Iteration 5Q: 3 clusters Score -1913904 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1914533.875000 Penalty: 4961.473633
	Iteration 6F: 3 clusters Score -1914534 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1915306.625000 Penalty: 4961.473633
	Iteration 7F: 3 clusters Score -1915307 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1916154.000000 Penalty: 4961.473633
	Iteration 8F: 3 clusters Score -1916154 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1916867.750000 Penalty: 4961.473633
	Iteration 9F: 3 clusters Score -1916868 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1917425.875000 Penalty: 4961.473633
	Iteration 10Q: 3 clusters Score -1917426 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1917824.375000 Penalty: 4961.473633
	Iteration 11Q: 3 clusters Score -1917824 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1918091.250000 Penalty: 4961.473633
	Iteration 12Q: 3 clusters Score -1918091 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1918291.750000 Penalty: 4961.473633
	Iteration 13Q: 3 clusters Score -1918292 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1918484.125000 Penalty: 4961.473633
	Iteration 14Q: 3 clusters Score -1918484 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1918648.000000 Penalty: 4961.473633
	Iteration 15Q: 3 clusters Score -1918648 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1918803.875000 Penalty: 4961.473633
	Iteration 16Q: 3 clusters Score -1918804 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1918941.250000 Penalty: 4961.473633
	Iteration 17Q: 3 clusters Score -1918941 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1919108.250000 Penalty: 4961.473633
	Iteration 18Q: 3 clusters Score -1919108 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1919284.750000 Penalty: 4961.473633
	Iteration 19Q: 3 clusters Score -1919285 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1919442.875000 Penalty: 4961.473633
	Iteration 20F: 3 clusters Score -1919443 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1919585.250000 Penalty: 4961.473633
	Iteration 21Q: 3 clusters Score -1919585 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1919725.625000 Penalty: 4961.473633
	Iteration 22Q: 3 clusters Score -1919726 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1919845.375000 Penalty: 4961.473633
	Iteration 23Q: 3 clusters Score -1919845 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1919957.500000 Penalty: 4961.473633
	Iteration 24Q: 3 clusters Score -1919958 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1920035.875000 Penalty: 4961.473633
	Iteration 25Q: 3 clusters Score -1920036 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1920107.375000 Penalty: 4961.473633
	Iteration 26Q: 3 clusters Score -1920107 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1920159.000000 Penalty: 4961.473633
	Iteration 27Q: 3 clusters Score -1920159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1920203.750000 Penalty: 4961.473633
	Iteration 28Q: 3 clusters Score -1920204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1920238.375000 Penalty: 4961.473633
	Iteration 29Q: 3 clusters Score -1920238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1920264.625000 Penalty: 4961.473633
	Iteration 30Q: 3 clusters Score -1920265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1920279.250000 Penalty: 4961.473633
	Iteration 31Q: 3 clusters Score -1920279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1920294.000000 Penalty: 4961.473633
	Iteration 32Q: 3 clusters Score -1920294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1920306.000000 Penalty: 4961.473633
	Iteration 33Q: 3 clusters Score -1920306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1920315.375000 Penalty: 4961.473633
	Iteration 34Q: 3 clusters Score -1920315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1920326.750000 Penalty: 4961.473633
	Iteration 35Q: 3 clusters Score -1920327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1920334.500000 Penalty: 4961.473633
	Iteration 36Q: 3 clusters Score -1920334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1920339.750000 Penalty: 4961.473633
	Iteration 37Q: 3 clusters Score -1920340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1920340.375000 Penalty: 4961.473633
	Iteration 38Q: 3 clusters Score -1920340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1920344.625000 Penalty: 4961.473633
	Iteration 39Q: 3 clusters Score -1920345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1920346.375000 Penalty: 4961.473633
	Iteration 40F: 3 clusters Score -1920346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1920357.375000 Penalty: 4961.473633
	Iteration 41Q: 3 clusters Score -1920357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1920361.875000 Penalty: 4961.473633
	Iteration 42Q: 3 clusters Score -1920362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1920368.000000 Penalty: 4961.473633
	Iteration 43Q: 3 clusters Score -1920368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1920371.125000 Penalty: 4961.473633
	Iteration 44Q: 3 clusters Score -1920371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1920374.625000 Penalty: 4961.473633
	Iteration 45Q: 3 clusters Score -1920375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1920373.625000 Penalty: 4961.473633
	Iteration 46Q: 3 clusters Score -1920374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1920373.875000 Penalty: 4961.473633
	Iteration 47Q: 3 clusters Score -1920374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1920378.750000 Penalty: 4961.473633
	Iteration 48Q: 3 clusters Score -1920379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1920377.375000 Penalty: 4961.473633
	Iteration 49Q: 3 clusters Score -1920377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1920383.500000 Penalty: 4961.473633
	Iteration 50Q: 3 clusters Score -1920384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1920388.250000 Penalty: 4961.473633
	Iteration 51Q: 3 clusters Score -1920388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1920389.750000 Penalty: 4961.473633
	Iteration 52Q: 3 clusters Score -1920390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1920394.375000 Penalty: 4961.473633
	Iteration 53Q: 3 clusters Score -1920394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1920398.750000 Penalty: 4961.473633
	Iteration 54Q: 3 clusters Score -1920399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1920400.750000 Penalty: 4961.473633
	Iteration 55Q: 3 clusters Score -1920401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1920406.750000 Penalty: 4961.473633
	Iteration 56Q: 3 clusters Score -1920407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1920412.750000 Penalty: 4961.473633
	Iteration 57Q: 3 clusters Score -1920413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1920413.625000 Penalty: 4961.473633
	Iteration 58Q: 3 clusters Score -1920414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1920418.000000 Penalty: 4961.473633
	Iteration 59Q: 3 clusters Score -1920418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1920422.000000 Penalty: 4961.473633
	Iteration 60F: 3 clusters Score -1920422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1920423.500000 Penalty: 4961.473633
	Iteration 61Q: 3 clusters Score -1920424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1920423.000000 Penalty: 4961.473633
	Iteration 62Q: 3 clusters Score -1920423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1920422.000000 Penalty: 4961.473633
	Iteration 63Q: 3 clusters Score -1920422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1920422.500000 Penalty: 4961.473633
	Iteration 64Q: 3 clusters Score -1920422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1920422.500000 Penalty: 4961.473633
	Iteration 65F: 3 clusters Score -1920422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -204724.250000 Penalty: 1949.230225
	Iteration 0F: 2 clusters Score -204724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -201762.875000 Penalty: 3898.460449
	Iteration 0F: 3 clusters Score -201762.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -202378.187500 Penalty: 3898.460449
	Iteration 1F: 3 clusters Score -202378.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -202562.203125 Penalty: 3898.460449
	Iteration 2F: 3 clusters Score -202562.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -202680.312500 Penalty: 3898.460449
	Iteration 3F: 3 clusters Score -202680.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -202778.343750 Penalty: 3898.460449
	Iteration 4Q: 3 clusters Score -202778.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -202881.734375 Penalty: 3898.460449
	Iteration 5Q: 3 clusters Score -202881.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -202975.453125 Penalty: 3898.460449
	Iteration 6Q: 3 clusters Score -202975.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203051.562500 Penalty: 3898.460449
	Iteration 7Q: 3 clusters Score -203051.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -203132.531250 Penalty: 3898.460449
	Iteration 8Q: 3 clusters Score -203132.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -203196.953125 Penalty: 3898.460449
	Iteration 9Q: 3 clusters Score -203197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -203260.718750 Penalty: 3898.460449
	Iteration 10Q: 3 clusters Score -203260.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -203310.031250 Penalty: 3898.460449
	Iteration 11Q: 3 clusters Score -203310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -203362.125000 Penalty: 3898.460449
	Iteration 12Q: 3 clusters Score -203362.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -203413.156250 Penalty: 3898.460449
	Iteration 13Q: 3 clusters Score -203413.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -203451.625000 Penalty: 3898.460449
	Iteration 14Q: 3 clusters Score -203451.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -203491.609375 Penalty: 3898.460449
	Iteration 15Q: 3 clusters Score -203491.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -203525.375000 Penalty: 3898.460449
	Iteration 16Q: 3 clusters Score -203525.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -203558.187500 Penalty: 3898.460449
	Iteration 17Q: 3 clusters Score -203558.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -203586.187500 Penalty: 3898.460449
	Iteration 18Q: 3 clusters Score -203586.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -203624.125000 Penalty: 3898.460449
	Iteration 19Q: 3 clusters Score -203624.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -203682.796875 Penalty: 3898.460449
	Iteration 20F: 3 clusters Score -203682.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -203746.531250 Penalty: 3898.460449
	Iteration 21Q: 3 clusters Score -203746.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -203789.625000 Penalty: 3898.460449
	Iteration 22Q: 3 clusters Score -203789.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -203846.890625 Penalty: 3898.460449
	Iteration 23Q: 3 clusters Score -203846.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -203929.406250 Penalty: 3898.460449
	Iteration 24Q: 3 clusters Score -203929.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -204000.218750 Penalty: 3898.460449
	Iteration 25Q: 3 clusters Score -204000.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -204053.281250 Penalty: 3898.460449
	Iteration 26Q: 3 clusters Score -204053.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -204108.890625 Penalty: 3898.460449
	Iteration 27Q: 3 clusters Score -204108.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -204143.359375 Penalty: 3898.460449
	Iteration 28Q: 3 clusters Score -204143.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -204171.890625 Penalty: 3898.460449
	Iteration 29Q: 3 clusters Score -204171.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -204202.359375 Penalty: 3898.460449
	Iteration 30Q: 3 clusters Score -204202.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -204244.828125 Penalty: 3898.460449
	Iteration 31Q: 3 clusters Score -204244.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -204284.390625 Penalty: 3898.460449
	Iteration 32Q: 3 clusters Score -204284.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -204309.328125 Penalty: 3898.460449
	Iteration 33Q: 3 clusters Score -204309.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -204323.171875 Penalty: 3898.460449
	Iteration 34Q: 3 clusters Score -204323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -204327.609375 Penalty: 3898.460449
	Iteration 35Q: 3 clusters Score -204327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -204329.562500 Penalty: 3898.460449
	Iteration 36Q: 3 clusters Score -204329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -204330.875000 Penalty: 3898.460449
	Iteration 37Q: 3 clusters Score -204330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -204332.500000 Penalty: 3898.460449
	Iteration 38Q: 3 clusters Score -204332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -204335.515625 Penalty: 3898.460449
	Iteration 39F: 3 clusters Score -204335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -204337.234375 Penalty: 3898.460449
	Iteration 40F: 3 clusters Score -204337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -204338.328125 Penalty: 3898.460449
	Iteration 41Q: 3 clusters Score -204338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -204339.640625 Penalty: 3898.460449
	Iteration 42Q: 3 clusters Score -204339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -204340.968750 Penalty: 3898.460449
	Iteration 43Q: 3 clusters Score -204341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -204340.968750 Penalty: 3898.460449
	Iteration 44F: 3 clusters Score -204341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Entering Unmasked Estep 
Score: -788051.187500 Penalty: 2273.678711
	Iteration 0F: 2 clusters Score -788051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -780682.875000 Penalty: 4547.357422
	Iteration 0F: 3 clusters Score -780682.9 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -782825.375000 Penalty: 4547.357422
	Iteration 1F: 3 clusters Score -782825.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -783143.562500 Penalty: 4547.357422
	Iteration 2F: 3 clusters Score -783143.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -783356.437500 Penalty: 4547.357422
	Iteration 3F: 3 clusters Score -783356.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -783536.625000 Penalty: 4547.357422
	Iteration 4Q: 3 clusters Score -783536.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -783689.062500 Penalty: 4547.357422
	Iteration 5Q: 3 clusters Score -783689.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -783825.750000 Penalty: 4547.357422
	Iteration 6Q: 3 clusters Score -783825.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -783950.375000 Penalty: 4547.357422
	Iteration 7Q: 3 clusters Score -783950.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -784056.687500 Penalty: 4547.357422
	Iteration 8Q: 3 clusters Score -784056.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -784147.562500 Penalty: 4547.357422
	Iteration 9Q: 3 clusters Score -784147.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -784232.187500 Penalty: 4547.357422
	Iteration 10Q: 3 clusters Score -784232.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -784305.062500 Penalty: 4547.357422
	Iteration 11Q: 3 clusters Score -784305.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -784366.062500 Penalty: 4547.357422
	Iteration 12Q: 3 clusters Score -784366.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -784417.500000 Penalty: 4547.357422
	Iteration 13Q: 3 clusters Score -784417.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -784465.125000 Penalty: 4547.357422
	Iteration 14Q: 3 clusters Score -784465.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -784506.937500 Penalty: 4547.357422
	Iteration 15Q: 3 clusters Score -784506.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -784545.187500 Penalty: 4547.357422
	Iteration 16Q: 3 clusters Score -784545.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -784573.312500 Penalty: 4547.357422
	Iteration 17Q: 3 clusters Score -784573.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -784597.125000 Penalty: 4547.357422
	Iteration 18Q: 3 clusters Score -784597.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -784619.250000 Penalty: 4547.357422
	Iteration 19Q: 3 clusters Score -784619.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -784642.875000 Penalty: 4547.357422
	Iteration 20F: 3 clusters Score -784642.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -784663.937500 Penalty: 4547.357422
	Iteration 21Q: 3 clusters Score -784663.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -784679.812500 Penalty: 4547.357422
	Iteration 22Q: 3 clusters Score -784679.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -784692.375000 Penalty: 4547.357422
	Iteration 23Q: 3 clusters Score -784692.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -784703.625000 Penalty: 4547.357422
	Iteration 24Q: 3 clusters Score -784703.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -784712.375000 Penalty: 4547.357422
	Iteration 25Q: 3 clusters Score -784712.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -784719.187500 Penalty: 4547.357422
	Iteration 26Q: 3 clusters Score -784719.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -784729.375000 Penalty: 4547.357422
	Iteration 27Q: 3 clusters Score -784729.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -784737.875000 Penalty: 4547.357422
	Iteration 28Q: 3 clusters Score -784737.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -784740.812500 Penalty: 4547.357422
	Iteration 29Q: 3 clusters Score -784740.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -784747.875000 Penalty: 4547.357422
	Iteration 30Q: 3 clusters Score -784747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -784752.750000 Penalty: 4547.357422
	Iteration 31Q: 3 clusters Score -784752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -784757.187500 Penalty: 4547.357422
	Iteration 32Q: 3 clusters Score -784757.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -784758.875000 Penalty: 4547.357422
	Iteration 33Q: 3 clusters Score -784758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -784760.437500 Penalty: 4547.357422
	Iteration 34Q: 3 clusters Score -784760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -784763.312500 Penalty: 4547.357422
	Iteration 35Q: 3 clusters Score -784763.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -784768.000000 Penalty: 4547.357422
	Iteration 36Q: 3 clusters Score -784768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -784769.750000 Penalty: 4547.357422
	Iteration 37Q: 3 clusters Score -784769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -784769.250000 Penalty: 4547.357422
	Iteration 38Q: 3 clusters Score -784769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -784770.062500 Penalty: 4547.357422
	Iteration 39Q: 3 clusters Score -784770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -784772.125000 Penalty: 4547.357422
	Iteration 40F: 3 clusters Score -784772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -784771.750000 Penalty: 4547.357422
	Iteration 41Q: 3 clusters Score -784771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -784771.750000 Penalty: 4547.357422
	Iteration 42F: 3 clusters Score -784771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (55537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Entering Unmasked Estep 
Score: -4467245.500000 Penalty: 2709.351562
	Iteration 0F: 2 clusters Score -4467246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4430099.500000 Penalty: 5418.703125
	Iteration 0F: 3 clusters Score -4430100 nChanged 25739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4444519.500000 Penalty: 5418.703125
	Iteration 1F: 3 clusters Score -4444520 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4445425.000000 Penalty: 5418.703125
	Iteration 2Q: 3 clusters Score -4445425 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -4446524.000000 Penalty: 5418.703125
	Iteration 3Q: 3 clusters Score -4446524 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4448052.000000 Penalty: 5418.703125
	Iteration 4F: 3 clusters Score -4448052 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4450015.000000 Penalty: 5418.703125
	Iteration 5F: 3 clusters Score -4450015 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4452321.000000 Penalty: 5418.703125
	Iteration 6F: 3 clusters Score -4452321 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4454857.000000 Penalty: 5418.703125
	Iteration 7F: 3 clusters Score -4454857 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -4457150.000000 Penalty: 5418.703125
	Iteration 8F: 3 clusters Score -4457150 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -4459111.500000 Penalty: 5418.703125
	Iteration 9Q: 3 clusters Score -4459112 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -4460859.500000 Penalty: 5418.703125
	Iteration 10Q: 3 clusters Score -4460860 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -4462202.000000 Penalty: 5418.703125
	Iteration 11Q: 3 clusters Score -4462202 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -4463140.500000 Penalty: 5418.703125
	Iteration 12Q: 3 clusters Score -4463140 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -4463815.000000 Penalty: 5418.703125
	Iteration 13Q: 3 clusters Score -4463815 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -4464267.000000 Penalty: 5418.703125
	Iteration 14Q: 3 clusters Score -4464267 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -4464583.500000 Penalty: 5418.703125
	Iteration 15Q: 3 clusters Score -4464584 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -4464790.000000 Penalty: 5418.703125
	Iteration 16Q: 3 clusters Score -4464790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -4464968.000000 Penalty: 5418.703125
	Iteration 17Q: 3 clusters Score -4464968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -4465048.500000 Penalty: 5418.703125
	Iteration 18Q: 3 clusters Score -4465048 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -4465103.500000 Penalty: 5418.703125
	Iteration 19Q: 3 clusters Score -4465104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -4465156.500000 Penalty: 5418.703125
	Iteration 20F: 3 clusters Score -4465156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -4465190.000000 Penalty: 5418.703125
	Iteration 21Q: 3 clusters Score -4465190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -4465215.000000 Penalty: 5418.703125
	Iteration 22Q: 3 clusters Score -4465215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -4465226.500000 Penalty: 5418.703125
	Iteration 23Q: 3 clusters Score -4465226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -4465242.000000 Penalty: 5418.703125
	Iteration 24Q: 3 clusters Score -4465242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -4465265.500000 Penalty: 5418.703125
	Iteration 25Q: 3 clusters Score -4465266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -4465277.000000 Penalty: 5418.703125
	Iteration 26Q: 3 clusters Score -4465277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -4465284.000000 Penalty: 5418.703125
	Iteration 27Q: 3 clusters Score -4465284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -4465294.000000 Penalty: 5418.703125
	Iteration 28Q: 3 clusters Score -4465294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -4465305.500000 Penalty: 5418.703125
	Iteration 29Q: 3 clusters Score -4465306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -4465313.500000 Penalty: 5418.703125
	Iteration 30Q: 3 clusters Score -4465314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -4465317.500000 Penalty: 5418.703125
	Iteration 31Q: 3 clusters Score -4465318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -4465328.500000 Penalty: 5418.703125
	Iteration 32Q: 3 clusters Score -4465328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -4465325.500000 Penalty: 5418.703125
	Iteration 33Q: 3 clusters Score -4465326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -4465329.500000 Penalty: 5418.703125
	Iteration 34Q: 3 clusters Score -4465330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -4465326.000000 Penalty: 5418.703125
	Iteration 35Q: 3 clusters Score -4465326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -4465325.500000 Penalty: 5418.703125
	Iteration 36Q: 3 clusters Score -4465326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -4465328.500000 Penalty: 5418.703125
	Iteration 37Q: 3 clusters Score -4465328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -4465326.500000 Penalty: 5418.703125
	Iteration 38Q: 3 clusters Score -4465326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -4465327.500000 Penalty: 5418.703125
	Iteration 39Q: 3 clusters Score -4465328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -4465327.500000 Penalty: 5418.703125
	Iteration 40F: 3 clusters Score -4465328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Entering Unmasked Estep 
Score: -1642049.000000 Penalty: 2454.958984
	Iteration 0F: 2 clusters Score -1642049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1628005.750000 Penalty: 4909.917969
	Iteration 0F: 3 clusters Score -1628006 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1632784.125000 Penalty: 4909.917969
	Iteration 1F: 3 clusters Score -1632784 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1633320.250000 Penalty: 4909.917969
	Iteration 2F: 3 clusters Score -1633320 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1633899.500000 Penalty: 4909.917969
	Iteration 3F: 3 clusters Score -1633900 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1634411.125000 Penalty: 4909.917969
	Iteration 4Q: 3 clusters Score -1634411 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1634929.125000 Penalty: 4909.917969
	Iteration 5Q: 3 clusters Score -1634929 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1635400.875000 Penalty: 4909.917969
	Iteration 6Q: 3 clusters Score -1635401 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1635818.250000 Penalty: 4909.917969
	Iteration 7Q: 3 clusters Score -1635818 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1636256.625000 Penalty: 4909.917969
	Iteration 8Q: 3 clusters Score -1636257 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1636666.375000 Penalty: 4909.917969
	Iteration 9Q: 3 clusters Score -1636666 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1636996.875000 Penalty: 4909.917969
	Iteration 10Q: 3 clusters Score -1636997 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1637308.250000 Penalty: 4909.917969
	Iteration 11Q: 3 clusters Score -1637308 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1637623.750000 Penalty: 4909.917969
	Iteration 12Q: 3 clusters Score -1637624 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1637892.250000 Penalty: 4909.917969
	Iteration 13Q: 3 clusters Score -1637892 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1638124.250000 Penalty: 4909.917969
	Iteration 14Q: 3 clusters Score -1638124 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1638332.500000 Penalty: 4909.917969
	Iteration 15Q: 3 clusters Score -1638332 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1638530.875000 Penalty: 4909.917969
	Iteration 16Q: 3 clusters Score -1638531 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1638721.625000 Penalty: 4909.917969
	Iteration 17Q: 3 clusters Score -1638722 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1638918.375000 Penalty: 4909.917969
	Iteration 18Q: 3 clusters Score -1638918 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1639093.750000 Penalty: 4909.917969
	Iteration 19Q: 3 clusters Score -1639094 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1639246.375000 Penalty: 4909.917969
	Iteration 20F: 3 clusters Score -1639246 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1639378.500000 Penalty: 4909.917969
	Iteration 21Q: 3 clusters Score -1639378 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1639504.125000 Penalty: 4909.917969
	Iteration 22Q: 3 clusters Score -1639504 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1639602.625000 Penalty: 4909.917969
	Iteration 23Q: 3 clusters Score -1639603 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1639697.750000 Penalty: 4909.917969
	Iteration 24Q: 3 clusters Score -1639698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1639777.000000 Penalty: 4909.917969
	Iteration 25Q: 3 clusters Score -1639777 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1639838.750000 Penalty: 4909.917969
	Iteration 26Q: 3 clusters Score -1639839 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1639895.875000 Penalty: 4909.917969
	Iteration 27Q: 3 clusters Score -1639896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1639943.250000 Penalty: 4909.917969
	Iteration 28Q: 3 clusters Score -1639943 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1640005.125000 Penalty: 4909.917969
	Iteration 29Q: 3 clusters Score -1640005 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1640075.125000 Penalty: 4909.917969
	Iteration 30Q: 3 clusters Score -1640075 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1640146.250000 Penalty: 4909.917969
	Iteration 31Q: 3 clusters Score -1640146 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1640235.750000 Penalty: 4909.917969
	Iteration 32Q: 3 clusters Score -1640236 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1640338.125000 Penalty: 4909.917969
	Iteration 33Q: 3 clusters Score -1640338 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1640439.750000 Penalty: 4909.917969
	Iteration 34Q: 3 clusters Score -1640440 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1640531.750000 Penalty: 4909.917969
	Iteration 35Q: 3 clusters Score -1640532 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1640627.875000 Penalty: 4909.917969
	Iteration 36Q: 3 clusters Score -1640628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1640721.250000 Penalty: 4909.917969
	Iteration 37Q: 3 clusters Score -1640721 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1640829.500000 Penalty: 4909.917969
	Iteration 38Q: 3 clusters Score -1640830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1640934.375000 Penalty: 4909.917969
	Iteration 39Q: 3 clusters Score -1640934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1641094.875000 Penalty: 4909.917969
	Iteration 40F: 3 clusters Score -1641095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1641277.000000 Penalty: 4909.917969
	Iteration 41Q: 3 clusters Score -1641277 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1641419.875000 Penalty: 4909.917969
	Iteration 42Q: 3 clusters Score -1641420 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1641512.625000 Penalty: 4909.917969
	Iteration 43Q: 3 clusters Score -1641513 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1641605.750000 Penalty: 4909.917969
	Iteration 44Q: 3 clusters Score -1641606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1641642.375000 Penalty: 4909.917969
	Iteration 45Q: 3 clusters Score -1641642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1641671.250000 Penalty: 4909.917969
	Iteration 46Q: 3 clusters Score -1641671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1641677.875000 Penalty: 4909.917969
	Iteration 47Q: 3 clusters Score -1641678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1641689.125000 Penalty: 4909.917969
	Iteration 48Q: 3 clusters Score -1641689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1641690.625000 Penalty: 4909.917969
	Iteration 49Q: 3 clusters Score -1641691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1641694.500000 Penalty: 4909.917969
	Iteration 50Q: 3 clusters Score -1641694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1641696.000000 Penalty: 4909.917969
	Iteration 51Q: 3 clusters Score -1641696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1641696.875000 Penalty: 4909.917969
	Iteration 52Q: 3 clusters Score -1641697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1641699.125000 Penalty: 4909.917969
	Iteration 53Q: 3 clusters Score -1641699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1641699.125000 Penalty: 4909.917969
	Iteration 54Q: 3 clusters Score -1641699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1641697.625000 Penalty: 4909.917969
	Iteration 55Q: 3 clusters Score -1641698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -1641702.500000 Penalty: 4909.917969
	Iteration 56F: 3 clusters Score -1641702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1641706.625000 Penalty: 4909.917969
	Iteration 57Q: 3 clusters Score -1641707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1641707.375000 Penalty: 4909.917969
	Iteration 58Q: 3 clusters Score -1641707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1641709.000000 Penalty: 4909.917969
	Iteration 59Q: 3 clusters Score -1641709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1641707.750000 Penalty: 4909.917969
	Iteration 60F: 3 clusters Score -1641708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -475612.750000 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -475612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -470018.906250 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -470018.9 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -471641.656250 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -471641.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -472091.031250 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -472091 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -472543.937500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -472543.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -473020.687500 Penalty: 4376.748047
	Iteration 4F: 3 clusters Score -473020.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -473406.250000 Penalty: 4376.748047
	Iteration 5F: 3 clusters Score -473406.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -473709.843750 Penalty: 4376.748047
	Iteration 6F: 3 clusters Score -473709.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -473944.031250 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -473944 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -474159.437500 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -474159.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -474336.375000 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -474336.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -474492.000000 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -474492 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -474648.625000 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -474648.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -474791.437500 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -474791.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -474886.093750 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -474886.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -474957.906250 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -474957.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -475017.218750 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -475017.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -475061.500000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -475061.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -475091.875000 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -475091.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -475127.031250 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -475127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -475154.000000 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -475154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -475170.687500 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -475170.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -475186.500000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -475186.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -475209.468750 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -475209.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -475239.593750 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -475239.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -475276.218750 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -475276.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -475330.812500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -475330.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -475385.562500 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -475385.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -475420.750000 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -475420.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -475452.625000 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -475452.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -475475.093750 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -475475.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -475488.156250 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -475488.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -475500.406250 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -475500.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -475512.281250 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -475512.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -475524.031250 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -475524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -475533.281250 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -475533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -475537.968750 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -475538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -475541.500000 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -475541.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -475546.437500 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -475546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -475549.375000 Penalty: 4376.748047
	Iteration 38Q: 3 clusters Score -475549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -475549.625000 Penalty: 4376.748047
	Iteration 39Q: 3 clusters Score -475549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -475550.250000 Penalty: 4376.748047
	Iteration 40F: 3 clusters Score -475550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Entering Unmasked Estep 
Score: -1918009.000000 Penalty: 2492.037842
	Iteration 0F: 2 clusters Score -1918009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1901918.625000 Penalty: 4984.075684
	Iteration 0F: 3 clusters Score -1901919 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1907369.500000 Penalty: 4984.075684
	Iteration 1F: 3 clusters Score -1907370 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1907834.000000 Penalty: 4984.075684
	Iteration 2F: 3 clusters Score -1907834 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1908209.750000 Penalty: 4984.075684
	Iteration 3Q: 3 clusters Score -1908210 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1908548.250000 Penalty: 4984.075684
	Iteration 4Q: 3 clusters Score -1908548 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1908920.750000 Penalty: 4984.075684
	Iteration 5Q: 3 clusters Score -1908921 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1909353.750000 Penalty: 4984.075684
	Iteration 6Q: 3 clusters Score -1909354 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1909923.750000 Penalty: 4984.075684
	Iteration 7Q: 3 clusters Score -1909924 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1910764.125000 Penalty: 4984.075684
	Iteration 8F: 3 clusters Score -1910764 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1911749.125000 Penalty: 4984.075684
	Iteration 9F: 3 clusters Score -1911749 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1912850.625000 Penalty: 4984.075684
	Iteration 10F: 3 clusters Score -1912851 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -1913864.750000 Penalty: 4984.075684
	Iteration 11F: 3 clusters Score -1913865 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -1914632.250000 Penalty: 4984.075684
	Iteration 12Q: 3 clusters Score -1914632 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1915097.500000 Penalty: 4984.075684
	Iteration 13Q: 3 clusters Score -1915098 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -1915403.250000 Penalty: 4984.075684
	Iteration 14Q: 3 clusters Score -1915403 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -1915560.625000 Penalty: 4984.075684
	Iteration 15Q: 3 clusters Score -1915561 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -1915668.000000 Penalty: 4984.075684
	Iteration 16Q: 3 clusters Score -1915668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -1915737.375000 Penalty: 4984.075684
	Iteration 17Q: 3 clusters Score -1915737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1915794.875000 Penalty: 4984.075684
	Iteration 18Q: 3 clusters Score -1915795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -1915819.125000 Penalty: 4984.075684
	Iteration 19Q: 3 clusters Score -1915819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -1915852.875000 Penalty: 4984.075684
	Iteration 20F: 3 clusters Score -1915853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1915870.000000 Penalty: 4984.075684
	Iteration 21Q: 3 clusters Score -1915870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -1915886.750000 Penalty: 4984.075684
	Iteration 22Q: 3 clusters Score -1915887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -1915902.000000 Penalty: 4984.075684
	Iteration 23Q: 3 clusters Score -1915902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -1915914.000000 Penalty: 4984.075684
	Iteration 24Q: 3 clusters Score -1915914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -1915925.000000 Penalty: 4984.075684
	Iteration 25Q: 3 clusters Score -1915925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -1915930.250000 Penalty: 4984.075684
	Iteration 26Q: 3 clusters Score -1915930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -1915936.875000 Penalty: 4984.075684
	Iteration 27Q: 3 clusters Score -1915937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -1915943.000000 Penalty: 4984.075684
	Iteration 28Q: 3 clusters Score -1915943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -1915950.750000 Penalty: 4984.075684
	Iteration 29Q: 3 clusters Score -1915951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -1915957.750000 Penalty: 4984.075684
	Iteration 30Q: 3 clusters Score -1915958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1915962.625000 Penalty: 4984.075684
	Iteration 31Q: 3 clusters Score -1915963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -1915969.875000 Penalty: 4984.075684
	Iteration 32Q: 3 clusters Score -1915970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1915974.250000 Penalty: 4984.075684
	Iteration 33Q: 3 clusters Score -1915974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -1915981.125000 Penalty: 4984.075684
	Iteration 34Q: 3 clusters Score -1915981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1915987.875000 Penalty: 4984.075684
	Iteration 35Q: 3 clusters Score -1915988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1915988.125000 Penalty: 4984.075684
	Iteration 36Q: 3 clusters Score -1915988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1915994.875000 Penalty: 4984.075684
	Iteration 37Q: 3 clusters Score -1915995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1915995.875000 Penalty: 4984.075684
	Iteration 38Q: 3 clusters Score -1915996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -1915996.250000 Penalty: 4984.075684
	Iteration 39Q: 3 clusters Score -1915996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -1915999.625000 Penalty: 4984.075684
	Iteration 40F: 3 clusters Score -1916000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -1916000.625000 Penalty: 4984.075684
	Iteration 41Q: 3 clusters Score -1916001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -1916000.625000 Penalty: 4984.075684
	Iteration 42F: 3 clusters Score -1916001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (15535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Entering Unmasked Estep 
Score: -1272133.500000 Penalty: 2393.411133
	Iteration 0F: 2 clusters Score -1272134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1260895.250000 Penalty: 4786.822266
	Iteration 0F: 3 clusters Score -1260895 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1264594.250000 Penalty: 4786.822266
	Iteration 1F: 3 clusters Score -1264594 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1264973.875000 Penalty: 4786.822266
	Iteration 2F: 3 clusters Score -1264974 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1265251.750000 Penalty: 4786.822266
	Iteration 3Q: 3 clusters Score -1265252 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1265469.250000 Penalty: 4786.822266
	Iteration 4Q: 3 clusters Score -1265469 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1265671.500000 Penalty: 4786.822266
	Iteration 5Q: 3 clusters Score -1265672 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1265879.500000 Penalty: 4786.822266
	Iteration 6Q: 3 clusters Score -1265880 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1266088.625000 Penalty: 4786.822266
	Iteration 7Q: 3 clusters Score -1266089 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1266294.500000 Penalty: 4786.822266
	Iteration 8Q: 3 clusters Score -1266294 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1266555.125000 Penalty: 4786.822266
	Iteration 9Q: 3 clusters Score -1266555 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1266886.375000 Penalty: 4786.822266
	Iteration 10Q: 3 clusters Score -1266886 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1267270.625000 Penalty: 4786.822266
	Iteration 11Q: 3 clusters Score -1267271 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1267686.375000 Penalty: 4786.822266
	Iteration 12Q: 3 clusters Score -1267686 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1268091.250000 Penalty: 4786.822266
	Iteration 13Q: 3 clusters Score -1268091 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1268379.000000 Penalty: 4786.822266
	Iteration 14Q: 3 clusters Score -1268379 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1268559.750000 Penalty: 4786.822266
	Iteration 15Q: 3 clusters Score -1268560 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1268683.500000 Penalty: 4786.822266
	Iteration 16Q: 3 clusters Score -1268684 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1268814.250000 Penalty: 4786.822266
	Iteration 17Q: 3 clusters Score -1268814 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1268950.500000 Penalty: 4786.822266
	Iteration 18Q: 3 clusters Score -1268950 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1269096.250000 Penalty: 4786.822266
	Iteration 19Q: 3 clusters Score -1269096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1269243.125000 Penalty: 4786.822266
	Iteration 20F: 3 clusters Score -1269243 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1269369.625000 Penalty: 4786.822266
	Iteration 21Q: 3 clusters Score -1269370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1269501.625000 Penalty: 4786.822266
	Iteration 22Q: 3 clusters Score -1269502 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1269612.750000 Penalty: 4786.822266
	Iteration 23Q: 3 clusters Score -1269613 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1269692.625000 Penalty: 4786.822266
	Iteration 24Q: 3 clusters Score -1269693 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1269746.125000 Penalty: 4786.822266
	Iteration 25Q: 3 clusters Score -1269746 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1269787.375000 Penalty: 4786.822266
	Iteration 26Q: 3 clusters Score -1269787 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1269815.625000 Penalty: 4786.822266
	Iteration 27Q: 3 clusters Score -1269816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1269831.875000 Penalty: 4786.822266
	Iteration 28Q: 3 clusters Score -1269832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1269844.875000 Penalty: 4786.822266
	Iteration 29Q: 3 clusters Score -1269845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1269852.500000 Penalty: 4786.822266
	Iteration 30Q: 3 clusters Score -1269852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1269861.625000 Penalty: 4786.822266
	Iteration 31Q: 3 clusters Score -1269862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1269860.625000 Penalty: 4786.822266
	Iteration 32Q: 3 clusters Score -1269861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1269863.250000 Penalty: 4786.822266
	Iteration 33Q: 3 clusters Score -1269863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1269869.625000 Penalty: 4786.822266
	Iteration 34Q: 3 clusters Score -1269870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1269870.125000 Penalty: 4786.822266
	Iteration 35Q: 3 clusters Score -1269870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1269869.750000 Penalty: 4786.822266
	Iteration 36Q: 3 clusters Score -1269870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1269872.125000 Penalty: 4786.822266
	Iteration 37Q: 3 clusters Score -1269872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1269870.000000 Penalty: 4786.822266
	Iteration 38Q: 3 clusters Score -1269870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1269873.000000 Penalty: 4786.822266
	Iteration 39Q: 3 clusters Score -1269873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1269872.625000 Penalty: 4786.822266
	Iteration 40F: 3 clusters Score -1269873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1269872.875000 Penalty: 4786.822266
	Iteration 41Q: 3 clusters Score -1269873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1269874.125000 Penalty: 4786.822266
	Iteration 42Q: 3 clusters Score -1269874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1269875.000000 Penalty: 4786.822266
	Iteration 43Q: 3 clusters Score -1269875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1269875.125000 Penalty: 4786.822266
	Iteration 44Q: 3 clusters Score -1269875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1269874.000000 Penalty: 4786.822266
	Iteration 45Q: 3 clusters Score -1269874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1269874.000000 Penalty: 4786.822266
	Iteration 46F: 3 clusters Score -1269874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -183048.484375 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -183048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -180043.328125 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -180043.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -180753.500000 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -180753.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -181059.187500 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -181059.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -181255.234375 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -181255.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -181411.187500 Penalty: 3899.416748
	Iteration 4Q: 3 clusters Score -181411.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -181546.250000 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -181546.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -181685.109375 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -181685.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -181846.265625 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -181846.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -181927.890625 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -181927.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -181977.687500 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -181977.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -182010.593750 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -182010.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -182029.656250 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -182029.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -182041.359375 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -182041.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -182051.171875 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -182051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -182060.468750 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -182060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -182063.484375 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -182063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -182066.843750 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -182066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -182072.875000 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -182072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -182082.156250 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -182082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -182091.453125 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -182091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -182100.109375 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -182100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -182107.406250 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -182107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182113.984375 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -182114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -182120.062500 Penalty: 3899.416748
	Iteration 23Q: 3 clusters Score -182120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182123.984375 Penalty: 3899.416748
	Iteration 24Q: 3 clusters Score -182124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -182128.265625 Penalty: 3899.416748
	Iteration 25Q: 3 clusters Score -182128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -182131.531250 Penalty: 3899.416748
	Iteration 26Q: 3 clusters Score -182131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -182135.781250 Penalty: 3899.416748
	Iteration 27Q: 3 clusters Score -182135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -182136.890625 Penalty: 3899.416748
	Iteration 28Q: 3 clusters Score -182136.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -182138.343750 Penalty: 3899.416748
	Iteration 29Q: 3 clusters Score -182138.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -182141.984375 Penalty: 3899.416748
	Iteration 30Q: 3 clusters Score -182142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -182143.640625 Penalty: 3899.416748
	Iteration 31Q: 3 clusters Score -182143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -182145.875000 Penalty: 3899.416748
	Iteration 32Q: 3 clusters Score -182145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -182148.187500 Penalty: 3899.416748
	Iteration 33Q: 3 clusters Score -182148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -182150.875000 Penalty: 3899.416748
	Iteration 34Q: 3 clusters Score -182150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -182153.078125 Penalty: 3899.416748
	Iteration 35Q: 3 clusters Score -182153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182155.265625 Penalty: 3899.416748
	Iteration 36Q: 3 clusters Score -182155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -182157.156250 Penalty: 3899.416748
	Iteration 37Q: 3 clusters Score -182157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -182157.812500 Penalty: 3899.416748
	Iteration 38Q: 3 clusters Score -182157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -182157.687500 Penalty: 3899.416748
	Iteration 39Q: 3 clusters Score -182157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -182158.703125 Penalty: 3899.416748
	Iteration 40F: 3 clusters Score -182158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -182160.140625 Penalty: 3899.416748
	Iteration 41Q: 3 clusters Score -182160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -182162.296875 Penalty: 3899.416748
	Iteration 42Q: 3 clusters Score -182162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -182163.343750 Penalty: 3899.416748
	Iteration 43Q: 3 clusters Score -182163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -182164.578125 Penalty: 3899.416748
	Iteration 44Q: 3 clusters Score -182164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -182166.328125 Penalty: 3899.416748
	Iteration 45Q: 3 clusters Score -182166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -182168.859375 Penalty: 3899.416748
	Iteration 46Q: 3 clusters Score -182168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -182173.171875 Penalty: 3899.416748
	Iteration 47Q: 3 clusters Score -182173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -182175.000000 Penalty: 3899.416748
	Iteration 48Q: 3 clusters Score -182175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -182175.421875 Penalty: 3899.416748
	Iteration 49Q: 3 clusters Score -182175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -182175.421875 Penalty: 3899.416748
	Iteration 50F: 3 clusters Score -182175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Entering Unmasked Estep 
Score: -787963.062500 Penalty: 2272.927246
	Iteration 0F: 2 clusters Score -787963.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -780524.375000 Penalty: 4545.854492
	Iteration 0F: 3 clusters Score -780524.4 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -782810.875000 Penalty: 4545.854492
	Iteration 1F: 3 clusters Score -782810.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -783411.687500 Penalty: 4545.854492
	Iteration 2F: 3 clusters Score -783411.7 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -784052.062500 Penalty: 4545.854492
	Iteration 3F: 3 clusters Score -784052.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -784761.000000 Penalty: 4545.854492
	Iteration 4F: 3 clusters Score -784761 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -785402.500000 Penalty: 4545.854492
	Iteration 5F: 3 clusters Score -785402.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -785839.937500 Penalty: 4545.854492
	Iteration 6F: 3 clusters Score -785839.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -786077.500000 Penalty: 4545.854492
	Iteration 7Q: 3 clusters Score -786077.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -786223.500000 Penalty: 4545.854492
	Iteration 8Q: 3 clusters Score -786223.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -786326.875000 Penalty: 4545.854492
	Iteration 9Q: 3 clusters Score -786326.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -786388.562500 Penalty: 4545.854492
	Iteration 10Q: 3 clusters Score -786388.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -786440.437500 Penalty: 4545.854492
	Iteration 11Q: 3 clusters Score -786440.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -786483.000000 Penalty: 4545.854492
	Iteration 12Q: 3 clusters Score -786483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -786511.125000 Penalty: 4545.854492
	Iteration 13Q: 3 clusters Score -786511.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -786534.750000 Penalty: 4545.854492
	Iteration 14Q: 3 clusters Score -786534.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -786548.937500 Penalty: 4545.854492
	Iteration 15Q: 3 clusters Score -786548.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -786554.375000 Penalty: 4545.854492
	Iteration 16Q: 3 clusters Score -786554.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -786567.312500 Penalty: 4545.854492
	Iteration 17Q: 3 clusters Score -786567.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -786572.125000 Penalty: 4545.854492
	Iteration 18Q: 3 clusters Score -786572.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -786583.750000 Penalty: 4545.854492
	Iteration 19Q: 3 clusters Score -786583.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -786594.812500 Penalty: 4545.854492
	Iteration 20F: 3 clusters Score -786594.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -786604.625000 Penalty: 4545.854492
	Iteration 21Q: 3 clusters Score -786604.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -786619.312500 Penalty: 4545.854492
	Iteration 22Q: 3 clusters Score -786619.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -786633.062500 Penalty: 4545.854492
	Iteration 23Q: 3 clusters Score -786633.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -786642.500000 Penalty: 4545.854492
	Iteration 24Q: 3 clusters Score -786642.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -786658.312500 Penalty: 4545.854492
	Iteration 25Q: 3 clusters Score -786658.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -786670.312500 Penalty: 4545.854492
	Iteration 26Q: 3 clusters Score -786670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -786678.312500 Penalty: 4545.854492
	Iteration 27Q: 3 clusters Score -786678.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -786683.062500 Penalty: 4545.854492
	Iteration 28Q: 3 clusters Score -786683.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -786692.625000 Penalty: 4545.854492
	Iteration 29Q: 3 clusters Score -786692.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -786698.937500 Penalty: 4545.854492
	Iteration 30Q: 3 clusters Score -786698.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -786705.937500 Penalty: 4545.854492
	Iteration 31Q: 3 clusters Score -786705.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -786711.437500 Penalty: 4545.854492
	Iteration 32Q: 3 clusters Score -786711.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -786718.250000 Penalty: 4545.854492
	Iteration 33Q: 3 clusters Score -786718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -786720.500000 Penalty: 4545.854492
	Iteration 34Q: 3 clusters Score -786720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -786725.437500 Penalty: 4545.854492
	Iteration 35Q: 3 clusters Score -786725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -786729.000000 Penalty: 4545.854492
	Iteration 36Q: 3 clusters Score -786729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -786730.437500 Penalty: 4545.854492
	Iteration 37Q: 3 clusters Score -786730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -786731.875000 Penalty: 4545.854492
	Iteration 38Q: 3 clusters Score -786731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -786731.312500 Penalty: 4545.854492
	Iteration 39Q: 3 clusters Score -786731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -786733.062500 Penalty: 4545.854492
	Iteration 40F: 3 clusters Score -786733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -786732.000000 Penalty: 4545.854492
	Iteration 41Q: 3 clusters Score -786732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -786734.312500 Penalty: 4545.854492
	Iteration 42Q: 3 clusters Score -786734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -786734.937500 Penalty: 4545.854492
	Iteration 43Q: 3 clusters Score -786734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -786736.937500 Penalty: 4545.854492
	Iteration 44Q: 3 clusters Score -786736.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -786736.375000 Penalty: 4545.854492
	Iteration 45Q: 3 clusters Score -786736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -786736.375000 Penalty: 4545.854492
	Iteration 46F: 3 clusters Score -786736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -161722.171875 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -161722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -159111.640625 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -159111.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -159526.984375 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -159527 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -159645.656250 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -159645.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -159748.125000 Penalty: 3777.187988
	Iteration 3Q: 3 clusters Score -159748.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -159806.828125 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -159806.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -159854.515625 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -159854.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -159900.187500 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -159900.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -159940.031250 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -159940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -159978.125000 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -159978.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -160020.765625 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -160020.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -160061.421875 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -160061.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -160097.250000 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -160097.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -160130.968750 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -160131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -160174.843750 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -160174.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -160232.843750 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -160232.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -160275.859375 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -160275.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -160299.562500 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -160299.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -160330.671875 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -160330.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -160356.234375 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -160356.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -160377.734375 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -160377.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -160404.921875 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -160404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -160421.984375 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -160422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -160434.687500 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -160434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -160440.765625 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -160440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -160444.234375 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -160444.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -160451.359375 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -160451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -160459.187500 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -160459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -160461.500000 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -160461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -160461.875000 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -160461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -160462.375000 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -160462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -160462.953125 Penalty: 3777.187988
	Iteration 30Q: 3 clusters Score -160463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -160464.093750 Penalty: 3777.187988
	Iteration 31Q: 3 clusters Score -160464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -160464.093750 Penalty: 3777.187988
	Iteration 32F: 3 clusters Score -160464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (12389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Entering Unmasked Estep 
Score: -1033661.312500 Penalty: 2337.291992
	Iteration 0F: 2 clusters Score -1033661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1024505.437500 Penalty: 4674.583984
	Iteration 0F: 3 clusters Score -1024505 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1027304.187500 Penalty: 4674.583984
	Iteration 1F: 3 clusters Score -1027304 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1027638.750000 Penalty: 4674.583984
	Iteration 2F: 3 clusters Score -1027639 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1027895.000000 Penalty: 4674.583984
	Iteration 3Q: 3 clusters Score -1027895 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1028134.375000 Penalty: 4674.583984
	Iteration 4Q: 3 clusters Score -1028134 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1028392.187500 Penalty: 4674.583984
	Iteration 5Q: 3 clusters Score -1028392 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1028673.812500 Penalty: 4674.583984
	Iteration 6Q: 3 clusters Score -1028674 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1028955.750000 Penalty: 4674.583984
	Iteration 7Q: 3 clusters Score -1028956 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1029270.750000 Penalty: 4674.583984
	Iteration 8Q: 3 clusters Score -1029271 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1029589.375000 Penalty: 4674.583984
	Iteration 9Q: 3 clusters Score -1029589 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1029938.125000 Penalty: 4674.583984
	Iteration 10Q: 3 clusters Score -1029938 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1030255.625000 Penalty: 4674.583984
	Iteration 11Q: 3 clusters Score -1030256 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1030542.812500 Penalty: 4674.583984
	Iteration 12Q: 3 clusters Score -1030543 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1030825.812500 Penalty: 4674.583984
	Iteration 13Q: 3 clusters Score -1030826 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1031096.312500 Penalty: 4674.583984
	Iteration 14Q: 3 clusters Score -1031096 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1031316.750000 Penalty: 4674.583984
	Iteration 15Q: 3 clusters Score -1031317 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1031476.625000 Penalty: 4674.583984
	Iteration 16Q: 3 clusters Score -1031477 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1031580.437500 Penalty: 4674.583984
	Iteration 17Q: 3 clusters Score -1031580 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1031646.625000 Penalty: 4674.583984
	Iteration 18Q: 3 clusters Score -1031647 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1031697.000000 Penalty: 4674.583984
	Iteration 19Q: 3 clusters Score -1031697 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1031737.250000 Penalty: 4674.583984
	Iteration 20F: 3 clusters Score -1031737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1031758.687500 Penalty: 4674.583984
	Iteration 21Q: 3 clusters Score -1031759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1031775.562500 Penalty: 4674.583984
	Iteration 22Q: 3 clusters Score -1031776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1031791.625000 Penalty: 4674.583984
	Iteration 23Q: 3 clusters Score -1031792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1031798.562500 Penalty: 4674.583984
	Iteration 24Q: 3 clusters Score -1031799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1031811.625000 Penalty: 4674.583984
	Iteration 25Q: 3 clusters Score -1031812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1031816.187500 Penalty: 4674.583984
	Iteration 26Q: 3 clusters Score -1031816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1031819.937500 Penalty: 4674.583984
	Iteration 27Q: 3 clusters Score -1031820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1031823.500000 Penalty: 4674.583984
	Iteration 28Q: 3 clusters Score -1031824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1031826.062500 Penalty: 4674.583984
	Iteration 29Q: 3 clusters Score -1031826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1031827.187500 Penalty: 4674.583984
	Iteration 30Q: 3 clusters Score -1031827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1031828.125000 Penalty: 4674.583984
	Iteration 31Q: 3 clusters Score -1031828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1031826.625000 Penalty: 4674.583984
	Iteration 32Q: 3 clusters Score -1031827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1031827.187500 Penalty: 4674.583984
	Iteration 33Q: 3 clusters Score -1031827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1031827.187500 Penalty: 4674.583984
	Iteration 34F: 3 clusters Score -1031827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Entering Unmasked Estep 
Score: -1766839.000000 Penalty: 2477.709961
	Iteration 0F: 2 clusters Score -1766839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1751479.250000 Penalty: 4955.419922
	Iteration 0F: 3 clusters Score -1751479 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1756632.000000 Penalty: 4955.419922
	Iteration 1F: 3 clusters Score -1756632 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1757117.500000 Penalty: 4955.419922
	Iteration 2F: 3 clusters Score -1757118 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1757516.875000 Penalty: 4955.419922
	Iteration 3Q: 3 clusters Score -1757517 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1757913.750000 Penalty: 4955.419922
	Iteration 4Q: 3 clusters Score -1757914 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1758368.875000 Penalty: 4955.419922
	Iteration 5Q: 3 clusters Score -1758369 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1758915.375000 Penalty: 4955.419922
	Iteration 6Q: 3 clusters Score -1758915 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1759599.250000 Penalty: 4955.419922
	Iteration 7F: 3 clusters Score -1759599 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1760427.875000 Penalty: 4955.419922
	Iteration 8F: 3 clusters Score -1760428 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1761253.125000 Penalty: 4955.419922
	Iteration 9F: 3 clusters Score -1761253 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1761932.250000 Penalty: 4955.419922
	Iteration 10Q: 3 clusters Score -1761932 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1762502.750000 Penalty: 4955.419922
	Iteration 11Q: 3 clusters Score -1762503 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1763046.625000 Penalty: 4955.419922
	Iteration 12Q: 3 clusters Score -1763047 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1763516.875000 Penalty: 4955.419922
	Iteration 13Q: 3 clusters Score -1763517 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1763881.500000 Penalty: 4955.419922
	Iteration 14Q: 3 clusters Score -1763882 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1764151.125000 Penalty: 4955.419922
	Iteration 15Q: 3 clusters Score -1764151 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1764347.250000 Penalty: 4955.419922
	Iteration 16Q: 3 clusters Score -1764347 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1764496.250000 Penalty: 4955.419922
	Iteration 17Q: 3 clusters Score -1764496 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1764599.750000 Penalty: 4955.419922
	Iteration 18Q: 3 clusters Score -1764600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1764655.625000 Penalty: 4955.419922
	Iteration 19Q: 3 clusters Score -1764656 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1764698.500000 Penalty: 4955.419922
	Iteration 20F: 3 clusters Score -1764698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1764717.000000 Penalty: 4955.419922
	Iteration 21Q: 3 clusters Score -1764717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1764728.375000 Penalty: 4955.419922
	Iteration 22Q: 3 clusters Score -1764728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1764739.875000 Penalty: 4955.419922
	Iteration 23Q: 3 clusters Score -1764740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1764747.375000 Penalty: 4955.419922
	Iteration 24Q: 3 clusters Score -1764747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1764761.500000 Penalty: 4955.419922
	Iteration 25Q: 3 clusters Score -1764762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1764768.625000 Penalty: 4955.419922
	Iteration 26Q: 3 clusters Score -1764769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1764768.500000 Penalty: 4955.419922
	Iteration 27Q: 3 clusters Score -1764768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1764771.875000 Penalty: 4955.419922
	Iteration 28Q: 3 clusters Score -1764772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1764772.250000 Penalty: 4955.419922
	Iteration 29Q: 3 clusters Score -1764772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1764778.125000 Penalty: 4955.419922
	Iteration 30Q: 3 clusters Score -1764778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1764774.250000 Penalty: 4955.419922
	Iteration 31Q: 3 clusters Score -1764774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1764773.125000 Penalty: 4955.419922
	Iteration 32Q: 3 clusters Score -1764773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1764777.125000 Penalty: 4955.419922
	Iteration 33Q: 3 clusters Score -1764777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1764778.125000 Penalty: 4955.419922
	Iteration 34Q: 3 clusters Score -1764778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1764784.875000 Penalty: 4955.419922
	Iteration 35Q: 3 clusters Score -1764785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1764784.000000 Penalty: 4955.419922
	Iteration 36Q: 3 clusters Score -1764784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1764782.625000 Penalty: 4955.419922
	Iteration 37Q: 3 clusters Score -1764783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1764786.500000 Penalty: 4955.419922
	Iteration 38Q: 3 clusters Score -1764786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1764783.250000 Penalty: 4955.419922
	Iteration 39Q: 3 clusters Score -1764783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1764780.625000 Penalty: 4955.419922
	Iteration 40F: 3 clusters Score -1764781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1764783.875000 Penalty: 4955.419922
	Iteration 41Q: 3 clusters Score -1764784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1764782.375000 Penalty: 4955.419922
	Iteration 42Q: 3 clusters Score -1764782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1764783.875000 Penalty: 4955.419922
	Iteration 43Q: 3 clusters Score -1764784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1764782.875000 Penalty: 4955.419922
	Iteration 44Q: 3 clusters Score -1764783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1764786.500000 Penalty: 4955.419922
	Iteration 45Q: 3 clusters Score -1764786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1764785.500000 Penalty: 4955.419922
	Iteration 46Q: 3 clusters Score -1764786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1764786.125000 Penalty: 4955.419922
	Iteration 47Q: 3 clusters Score -1764786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1764786.125000 Penalty: 4955.419922
	Iteration 48F: 3 clusters Score -1764786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Entering Unmasked Estep 
Score: -965659.500000 Penalty: 2354.777100
	Iteration 0F: 2 clusters Score -965659.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -955865.125000 Penalty: 4709.554199
	Iteration 0F: 3 clusters Score -955865.1 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -958971.250000 Penalty: 4709.554199
	Iteration 1F: 3 clusters Score -958971.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -959420.562500 Penalty: 4709.554199
	Iteration 2F: 3 clusters Score -959420.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -959754.875000 Penalty: 4709.554199
	Iteration 3F: 3 clusters Score -959754.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -960038.187500 Penalty: 4709.554199
	Iteration 4Q: 3 clusters Score -960038.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -960294.562500 Penalty: 4709.554199
	Iteration 5Q: 3 clusters Score -960294.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -960592.500000 Penalty: 4709.554199
	Iteration 6Q: 3 clusters Score -960592.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -960931.000000 Penalty: 4709.554199
	Iteration 7Q: 3 clusters Score -960931 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -961286.125000 Penalty: 4709.554199
	Iteration 8Q: 3 clusters Score -961286.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -961656.500000 Penalty: 4709.554199
	Iteration 9Q: 3 clusters Score -961656.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -961996.437500 Penalty: 4709.554199
	Iteration 10Q: 3 clusters Score -961996.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -962315.562500 Penalty: 4709.554199
	Iteration 11Q: 3 clusters Score -962315.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -962592.562500 Penalty: 4709.554199
	Iteration 12Q: 3 clusters Score -962592.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -962817.500000 Penalty: 4709.554199
	Iteration 13Q: 3 clusters Score -962817.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -963026.812500 Penalty: 4709.554199
	Iteration 14Q: 3 clusters Score -963026.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -963193.687500 Penalty: 4709.554199
	Iteration 15Q: 3 clusters Score -963193.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -963335.062500 Penalty: 4709.554199
	Iteration 16Q: 3 clusters Score -963335.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -963444.062500 Penalty: 4709.554199
	Iteration 17Q: 3 clusters Score -963444.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -963527.125000 Penalty: 4709.554199
	Iteration 18Q: 3 clusters Score -963527.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -963587.937500 Penalty: 4709.554199
	Iteration 19Q: 3 clusters Score -963587.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -963646.500000 Penalty: 4709.554199
	Iteration 20F: 3 clusters Score -963646.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -963690.187500 Penalty: 4709.554199
	Iteration 21Q: 3 clusters Score -963690.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -963728.187500 Penalty: 4709.554199
	Iteration 22Q: 3 clusters Score -963728.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -963760.187500 Penalty: 4709.554199
	Iteration 23Q: 3 clusters Score -963760.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -963792.375000 Penalty: 4709.554199
	Iteration 24Q: 3 clusters Score -963792.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -963808.562500 Penalty: 4709.554199
	Iteration 25Q: 3 clusters Score -963808.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -963820.312500 Penalty: 4709.554199
	Iteration 26Q: 3 clusters Score -963820.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -963835.937500 Penalty: 4709.554199
	Iteration 27Q: 3 clusters Score -963835.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -963849.875000 Penalty: 4709.554199
	Iteration 28Q: 3 clusters Score -963849.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -963861.187500 Penalty: 4709.554199
	Iteration 29Q: 3 clusters Score -963861.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -963876.187500 Penalty: 4709.554199
	Iteration 30Q: 3 clusters Score -963876.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -963895.125000 Penalty: 4709.554199
	Iteration 31Q: 3 clusters Score -963895.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -963907.500000 Penalty: 4709.554199
	Iteration 32Q: 3 clusters Score -963907.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -963912.562500 Penalty: 4709.554199
	Iteration 33Q: 3 clusters Score -963912.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -963918.062500 Penalty: 4709.554199
	Iteration 34Q: 3 clusters Score -963918.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -963925.562500 Penalty: 4709.554199
	Iteration 35Q: 3 clusters Score -963925.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -963931.125000 Penalty: 4709.554199
	Iteration 36Q: 3 clusters Score -963931.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -963934.125000 Penalty: 4709.554199
	Iteration 37Q: 3 clusters Score -963934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -963939.437500 Penalty: 4709.554199
	Iteration 38Q: 3 clusters Score -963939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -963940.250000 Penalty: 4709.554199
	Iteration 39Q: 3 clusters Score -963940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -963945.875000 Penalty: 4709.554199
	Iteration 40F: 3 clusters Score -963945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -963946.125000 Penalty: 4709.554199
	Iteration 41Q: 3 clusters Score -963946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -963948.125000 Penalty: 4709.554199
	Iteration 42Q: 3 clusters Score -963948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -963950.562500 Penalty: 4709.554199
	Iteration 43Q: 3 clusters Score -963950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -963951.750000 Penalty: 4709.554199
	Iteration 44Q: 3 clusters Score -963951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -963955.625000 Penalty: 4709.554199
	Iteration 45Q: 3 clusters Score -963955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -963957.125000 Penalty: 4709.554199
	Iteration 46Q: 3 clusters Score -963957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -963958.812500 Penalty: 4709.554199
	Iteration 47Q: 3 clusters Score -963958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -963960.812500 Penalty: 4709.554199
	Iteration 48Q: 3 clusters Score -963960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -963960.187500 Penalty: 4709.554199
	Iteration 49Q: 3 clusters Score -963960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -963962.500000 Penalty: 4709.554199
	Iteration 50Q: 3 clusters Score -963962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -963965.687500 Penalty: 4709.554199
	Iteration 51Q: 3 clusters Score -963965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -963971.687500 Penalty: 4709.554199
	Iteration 52Q: 3 clusters Score -963971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -963972.125000 Penalty: 4709.554199
	Iteration 53Q: 3 clusters Score -963972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -963972.187500 Penalty: 4709.554199
	Iteration 54Q: 3 clusters Score -963972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -963971.375000 Penalty: 4709.554199
	Iteration 55Q: 3 clusters Score -963971.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -963971.750000 Penalty: 4709.554199
	Iteration 56Q: 3 clusters Score -963971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -963974.375000 Penalty: 4709.554199
	Iteration 57Q: 3 clusters Score -963974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -963973.875000 Penalty: 4709.554199
	Iteration 58Q: 3 clusters Score -963973.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -963975.000000 Penalty: 4709.554199
	Iteration 59Q: 3 clusters Score -963975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -963976.812500 Penalty: 4709.554199
	Iteration 60F: 3 clusters Score -963976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -963976.875000 Penalty: 4709.554199
	Iteration 61Q: 3 clusters Score -963976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -963977.000000 Penalty: 4709.554199
	Iteration 62Q: 3 clusters Score -963977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -963977.000000 Penalty: 4709.554199
	Iteration 63F: 3 clusters Score -963977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -633877.312500 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -633877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -627601.125000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -627601.1 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -629389.937500 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -629389.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -629860.375000 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -629860.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -630294.312500 Penalty: 4445.917969
	Iteration 3F: 3 clusters Score -630294.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -630669.875000 Penalty: 4445.917969
	Iteration 4F: 3 clusters Score -630669.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -631030.250000 Penalty: 4445.917969
	Iteration 5F: 3 clusters Score -631030.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -631393.062500 Penalty: 4445.917969
	Iteration 6F: 3 clusters Score -631393.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -631782.625000 Penalty: 4445.917969
	Iteration 7F: 3 clusters Score -631782.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -632142.625000 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -632142.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -632431.437500 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -632431.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -632668.250000 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -632668.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -632814.250000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -632814.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -632877.062500 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -632877.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -632906.000000 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -632906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -632921.500000 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -632921.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -632929.250000 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -632929.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -632937.187500 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -632937.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -632941.125000 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -632941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -632946.125000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -632946.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -632947.500000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -632947.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -632953.250000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -632953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -632956.250000 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -632956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -632960.250000 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -632960.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -632962.187500 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -632962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -632966.062500 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -632966.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -632968.000000 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -632968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -632968.625000 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -632968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -632969.625000 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -632969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -632970.437500 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -632970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -632970.375000 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -632970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -632970.062500 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -632970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -632970.062500 Penalty: 4445.917969
	Iteration 31F: 3 clusters Score -632970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -68403.617188 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -68403.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -66355.156250 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -66355.16 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66841.156250 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -66841.16 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -67047.250000 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -67047.25 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67170.742188 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -67170.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -67253.875000 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -67253.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67293.890625 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -67293.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67314.281250 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -67314.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -67328.398438 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -67328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67337.007812 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -67337.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67342.367188 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -67342.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67343.914062 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -67343.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67344.664062 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -67344.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -67345.265625 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -67345.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -67345.265625 Penalty: 3506.235596
	Iteration 13F: 3 clusters Score -67345.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -143020.734375 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -143020.7 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 927 members 
Entering Unmasked Estep 
Score: -140535.093750 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -140535.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -141041.468750 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -141041.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -141166.656250 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -141166.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -141225.578125 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -141225.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -141264.546875 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -141264.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -141311.000000 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -141311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -141367.203125 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -141367.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -141421.046875 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -141421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -141453.546875 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -141453.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -141490.140625 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -141490.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -141547.781250 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -141547.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -141663.000000 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -141663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -141729.859375 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -141729.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -141771.406250 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -141771.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -141791.156250 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -141791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -141804.296875 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -141804.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -141823.109375 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -141823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -141834.312500 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -141834.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -141844.250000 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -141844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -141848.390625 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -141848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -141855.031250 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -141855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -141864.906250 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -141864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -141877.875000 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -141877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -141885.828125 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -141885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -141889.343750 Penalty: 3731.378906
	Iteration 24Q: 3 clusters Score -141889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -141890.656250 Penalty: 3731.378906
	Iteration 25Q: 3 clusters Score -141890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -141892.125000 Penalty: 3731.378906
	Iteration 26Q: 3 clusters Score -141892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -141892.578125 Penalty: 3731.378906
	Iteration 27Q: 3 clusters Score -141892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -141893.531250 Penalty: 3731.378906
	Iteration 28Q: 3 clusters Score -141893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -141895.500000 Penalty: 3731.378906
	Iteration 29Q: 3 clusters Score -141895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -141899.312500 Penalty: 3731.378906
	Iteration 30Q: 3 clusters Score -141899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -141901.812500 Penalty: 3731.378906
	Iteration 31Q: 3 clusters Score -141901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -141905.875000 Penalty: 3731.378906
	Iteration 32Q: 3 clusters Score -141905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -141907.421875 Penalty: 3731.378906
	Iteration 33Q: 3 clusters Score -141907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -141907.421875 Penalty: 3731.378906
	Iteration 34F: 3 clusters Score -141907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -63280.667969 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -63280.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61491.464844 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -61491.46 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61753.601562 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -61753.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61838.824219 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -61838.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -61871.582031 Penalty: 3313.704102
	Iteration 3Q: 3 clusters Score -61871.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61885.593750 Penalty: 3313.704102
	Iteration 4Q: 3 clusters Score -61885.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61887.839844 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -61887.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61890.421875 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -61890.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61893.140625 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -61893.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61897.585938 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -61897.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61898.097656 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -61898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61898.097656 Penalty: 3313.704102
	Iteration 10F: 3 clusters Score -61898.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -362092.687500 Penalty: 2080.166504
	Iteration 0F: 2 clusters Score -362092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -357949.781250 Penalty: 4160.333008
	Iteration 0F: 3 clusters Score -357949.8 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -358879.312500 Penalty: 4160.333008
	Iteration 1F: 3 clusters Score -358879.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -359074.812500 Penalty: 4160.333008
	Iteration 2F: 3 clusters Score -359074.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -359196.531250 Penalty: 4160.333008
	Iteration 3Q: 3 clusters Score -359196.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -359291.000000 Penalty: 4160.333008
	Iteration 4Q: 3 clusters Score -359291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -359366.437500 Penalty: 4160.333008
	Iteration 5Q: 3 clusters Score -359366.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -359422.656250 Penalty: 4160.333008
	Iteration 6Q: 3 clusters Score -359422.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -359470.187500 Penalty: 4160.333008
	Iteration 7Q: 3 clusters Score -359470.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -359518.687500 Penalty: 4160.333008
	Iteration 8Q: 3 clusters Score -359518.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -359559.906250 Penalty: 4160.333008
	Iteration 9Q: 3 clusters Score -359559.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -359613.156250 Penalty: 4160.333008
	Iteration 10Q: 3 clusters Score -359613.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -359671.218750 Penalty: 4160.333008
	Iteration 11Q: 3 clusters Score -359671.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -359725.875000 Penalty: 4160.333008
	Iteration 12Q: 3 clusters Score -359725.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -359775.625000 Penalty: 4160.333008
	Iteration 13Q: 3 clusters Score -359775.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -359819.812500 Penalty: 4160.333008
	Iteration 14Q: 3 clusters Score -359819.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -359857.031250 Penalty: 4160.333008
	Iteration 15Q: 3 clusters Score -359857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -359902.656250 Penalty: 4160.333008
	Iteration 16Q: 3 clusters Score -359902.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -359965.343750 Penalty: 4160.333008
	Iteration 17Q: 3 clusters Score -359965.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -360019.156250 Penalty: 4160.333008
	Iteration 18Q: 3 clusters Score -360019.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -360066.750000 Penalty: 4160.333008
	Iteration 19Q: 3 clusters Score -360066.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -360124.156250 Penalty: 4160.333008
	Iteration 20F: 3 clusters Score -360124.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -360176.843750 Penalty: 4160.333008
	Iteration 21Q: 3 clusters Score -360176.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -360232.781250 Penalty: 4160.333008
	Iteration 22Q: 3 clusters Score -360232.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -360298.875000 Penalty: 4160.333008
	Iteration 23Q: 3 clusters Score -360298.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -360370.218750 Penalty: 4160.333008
	Iteration 24Q: 3 clusters Score -360370.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -360420.125000 Penalty: 4160.333008
	Iteration 25Q: 3 clusters Score -360420.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -360451.687500 Penalty: 4160.333008
	Iteration 26Q: 3 clusters Score -360451.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -360477.968750 Penalty: 4160.333008
	Iteration 27Q: 3 clusters Score -360478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -360507.218750 Penalty: 4160.333008
	Iteration 28Q: 3 clusters Score -360507.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -360527.250000 Penalty: 4160.333008
	Iteration 29Q: 3 clusters Score -360527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -360539.812500 Penalty: 4160.333008
	Iteration 30Q: 3 clusters Score -360539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -360546.562500 Penalty: 4160.333008
	Iteration 31Q: 3 clusters Score -360546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -360549.843750 Penalty: 4160.333008
	Iteration 32Q: 3 clusters Score -360549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -360553.531250 Penalty: 4160.333008
	Iteration 33Q: 3 clusters Score -360553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -360556.281250 Penalty: 4160.333008
	Iteration 34Q: 3 clusters Score -360556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -360557.531250 Penalty: 4160.333008
	Iteration 35Q: 3 clusters Score -360557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -360560.031250 Penalty: 4160.333008
	Iteration 36Q: 3 clusters Score -360560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -360562.343750 Penalty: 4160.333008
	Iteration 37Q: 3 clusters Score -360562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -360564.093750 Penalty: 4160.333008
	Iteration 38Q: 3 clusters Score -360564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -360564.343750 Penalty: 4160.333008
	Iteration 39Q: 3 clusters Score -360564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -360566.250000 Penalty: 4160.333008
	Iteration 40F: 3 clusters Score -360566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -360568.218750 Penalty: 4160.333008
	Iteration 41Q: 3 clusters Score -360568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -360569.218750 Penalty: 4160.333008
	Iteration 42Q: 3 clusters Score -360569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -360574.031250 Penalty: 4160.333008
	Iteration 43Q: 3 clusters Score -360574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -360579.218750 Penalty: 4160.333008
	Iteration 44Q: 3 clusters Score -360579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -360579.875000 Penalty: 4160.333008
	Iteration 45Q: 3 clusters Score -360579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -360579.875000 Penalty: 4160.333008
	Iteration 46F: 3 clusters Score -360579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Entering Unmasked Estep 
Score: -648817.812500 Penalty: 2231.353760
	Iteration 0F: 2 clusters Score -648817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -642339.812500 Penalty: 4462.707520
	Iteration 0F: 3 clusters Score -642339.8 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -644058.625000 Penalty: 4462.707520
	Iteration 1F: 3 clusters Score -644058.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -644352.375000 Penalty: 4462.707520
	Iteration 2F: 3 clusters Score -644352.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -644639.500000 Penalty: 4462.707520
	Iteration 3F: 3 clusters Score -644639.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -644938.250000 Penalty: 4462.707520
	Iteration 4F: 3 clusters Score -644938.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -645272.000000 Penalty: 4462.707520
	Iteration 5F: 3 clusters Score -645272 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -645614.500000 Penalty: 4462.707520
	Iteration 6F: 3 clusters Score -645614.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -645892.000000 Penalty: 4462.707520
	Iteration 7F: 3 clusters Score -645892 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -646107.500000 Penalty: 4462.707520
	Iteration 8Q: 3 clusters Score -646107.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -646282.750000 Penalty: 4462.707520
	Iteration 9Q: 3 clusters Score -646282.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -646408.000000 Penalty: 4462.707520
	Iteration 10Q: 3 clusters Score -646408 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -646506.062500 Penalty: 4462.707520
	Iteration 11Q: 3 clusters Score -646506.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -646587.062500 Penalty: 4462.707520
	Iteration 12Q: 3 clusters Score -646587.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -646647.375000 Penalty: 4462.707520
	Iteration 13Q: 3 clusters Score -646647.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -646699.312500 Penalty: 4462.707520
	Iteration 14Q: 3 clusters Score -646699.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -646741.062500 Penalty: 4462.707520
	Iteration 15Q: 3 clusters Score -646741.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -646783.500000 Penalty: 4462.707520
	Iteration 16Q: 3 clusters Score -646783.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -646823.000000 Penalty: 4462.707520
	Iteration 17Q: 3 clusters Score -646823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -646853.625000 Penalty: 4462.707520
	Iteration 18Q: 3 clusters Score -646853.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -646878.812500 Penalty: 4462.707520
	Iteration 19Q: 3 clusters Score -646878.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -646896.625000 Penalty: 4462.707520
	Iteration 20F: 3 clusters Score -646896.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -646920.500000 Penalty: 4462.707520
	Iteration 21Q: 3 clusters Score -646920.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -646942.125000 Penalty: 4462.707520
	Iteration 22Q: 3 clusters Score -646942.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -646970.062500 Penalty: 4462.707520
	Iteration 23Q: 3 clusters Score -646970.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -646991.125000 Penalty: 4462.707520
	Iteration 24Q: 3 clusters Score -646991.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -647013.187500 Penalty: 4462.707520
	Iteration 25Q: 3 clusters Score -647013.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -647025.937500 Penalty: 4462.707520
	Iteration 26Q: 3 clusters Score -647025.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -647033.062500 Penalty: 4462.707520
	Iteration 27Q: 3 clusters Score -647033.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -647041.312500 Penalty: 4462.707520
	Iteration 28Q: 3 clusters Score -647041.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -647047.500000 Penalty: 4462.707520
	Iteration 29Q: 3 clusters Score -647047.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -647051.125000 Penalty: 4462.707520
	Iteration 30Q: 3 clusters Score -647051.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -647051.500000 Penalty: 4462.707520
	Iteration 31Q: 3 clusters Score -647051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -647052.687500 Penalty: 4462.707520
	Iteration 32Q: 3 clusters Score -647052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -647054.312500 Penalty: 4462.707520
	Iteration 33Q: 3 clusters Score -647054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -647053.312500 Penalty: 4462.707520
	Iteration 34Q: 3 clusters Score -647053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -647054.625000 Penalty: 4462.707520
	Iteration 35Q: 3 clusters Score -647054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -647055.187500 Penalty: 4462.707520
	Iteration 36Q: 3 clusters Score -647055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -647054.937500 Penalty: 4462.707520
	Iteration 37Q: 3 clusters Score -647054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -647054.250000 Penalty: 4462.707520
	Iteration 38Q: 3 clusters Score -647054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -647055.937500 Penalty: 4462.707520
	Iteration 39Q: 3 clusters Score -647055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -647057.062500 Penalty: 4462.707520
	Iteration 40F: 3 clusters Score -647057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -647057.812500 Penalty: 4462.707520
	Iteration 41Q: 3 clusters Score -647057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -647057.312500 Penalty: 4462.707520
	Iteration 42Q: 3 clusters Score -647057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -647058.562500 Penalty: 4462.707520
	Iteration 43Q: 3 clusters Score -647058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -647058.937500 Penalty: 4462.707520
	Iteration 44Q: 3 clusters Score -647058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -647059.375000 Penalty: 4462.707520
	Iteration 45Q: 3 clusters Score -647059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -647060.437500 Penalty: 4462.707520
	Iteration 46Q: 3 clusters Score -647060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -647062.250000 Penalty: 4462.707520
	Iteration 47Q: 3 clusters Score -647062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -647061.187500 Penalty: 4462.707520
	Iteration 48Q: 3 clusters Score -647061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -647061.375000 Penalty: 4462.707520
	Iteration 49Q: 3 clusters Score -647061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -647062.125000 Penalty: 4462.707520
	Iteration 50Q: 3 clusters Score -647062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -647062.125000 Penalty: 4462.707520
	Iteration 51F: 3 clusters Score -647062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -195162.156250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -195162.2 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 1410 members 
Entering Unmasked Estep 
Score: -192032.765625 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -192032.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -192731.062500 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -192731.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -192942.859375 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -192942.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -193105.218750 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -193105.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -193220.484375 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -193220.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -193355.281250 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -193355.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -193504.609375 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -193504.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -193668.625000 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -193668.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -193829.140625 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -193829.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -193986.046875 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -193986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -194127.546875 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -194127.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194235.312500 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -194235.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -194304.078125 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -194304.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -194349.656250 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -194349.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -194385.781250 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -194385.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -194406.078125 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -194406.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194417.312500 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -194417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194424.875000 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -194424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -194427.843750 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -194427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -194428.687500 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -194428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -194428.687500 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -194428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -80194.875000 Penalty: 1710.881226
	Iteration 0F: 2 clusters Score -80194.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78251.703125 Penalty: 3421.762451
	Iteration 0F: 3 clusters Score -78251.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78519.570312 Penalty: 3421.762451
	Iteration 1F: 3 clusters Score -78519.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78593.351562 Penalty: 3421.762451
	Iteration 2F: 3 clusters Score -78593.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -78636.023438 Penalty: 3421.762451
	Iteration 3Q: 3 clusters Score -78636.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78664.031250 Penalty: 3421.762451
	Iteration 4Q: 3 clusters Score -78664.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78687.695312 Penalty: 3421.762451
	Iteration 5Q: 3 clusters Score -78687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78696.312500 Penalty: 3421.762451
	Iteration 6Q: 3 clusters Score -78696.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78702.851562 Penalty: 3421.762451
	Iteration 7Q: 3 clusters Score -78702.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78703.515625 Penalty: 3421.762451
	Iteration 8Q: 3 clusters Score -78703.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78704.617188 Penalty: 3421.762451
	Iteration 9Q: 3 clusters Score -78704.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78706.406250 Penalty: 3421.762451
	Iteration 10Q: 3 clusters Score -78706.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78706.406250 Penalty: 3421.762451
	Iteration 11F: 3 clusters Score -78706.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (37611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Entering Unmasked Estep 
Score: -3136978.000000 Penalty: 2612.692871
	Iteration 0F: 2 clusters Score -3136978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3111401.000000 Penalty: 5225.385742
	Iteration 0F: 3 clusters Score -3111401 nChanged 17105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3120893.500000 Penalty: 5225.385742
	Iteration 1F: 3 clusters Score -3120894 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3121515.250000 Penalty: 5225.385742
	Iteration 2Q: 3 clusters Score -3121515 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3122272.750000 Penalty: 5225.385742
	Iteration 3Q: 3 clusters Score -3122273 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3123242.000000 Penalty: 5225.385742
	Iteration 4F: 3 clusters Score -3123242 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3124599.750000 Penalty: 5225.385742
	Iteration 5F: 3 clusters Score -3124600 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3126299.000000 Penalty: 5225.385742
	Iteration 6F: 3 clusters Score -3126299 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3128225.500000 Penalty: 5225.385742
	Iteration 7F: 3 clusters Score -3128226 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3129973.750000 Penalty: 5225.385742
	Iteration 8F: 3 clusters Score -3129974 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3131449.250000 Penalty: 5225.385742
	Iteration 9F: 3 clusters Score -3131449 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3132611.000000 Penalty: 5225.385742
	Iteration 10Q: 3 clusters Score -3132611 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3133458.250000 Penalty: 5225.385742
	Iteration 11Q: 3 clusters Score -3133458 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3133995.000000 Penalty: 5225.385742
	Iteration 12Q: 3 clusters Score -3133995 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3134411.000000 Penalty: 5225.385742
	Iteration 13Q: 3 clusters Score -3134411 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3134678.750000 Penalty: 5225.385742
	Iteration 14Q: 3 clusters Score -3134679 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3134812.750000 Penalty: 5225.385742
	Iteration 15Q: 3 clusters Score -3134813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3134901.250000 Penalty: 5225.385742
	Iteration 16Q: 3 clusters Score -3134901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3134950.250000 Penalty: 5225.385742
	Iteration 17Q: 3 clusters Score -3134950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3134982.750000 Penalty: 5225.385742
	Iteration 18Q: 3 clusters Score -3134983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3134998.250000 Penalty: 5225.385742
	Iteration 19Q: 3 clusters Score -3134998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3135007.500000 Penalty: 5225.385742
	Iteration 20F: 3 clusters Score -3135008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3135017.500000 Penalty: 5225.385742
	Iteration 21Q: 3 clusters Score -3135018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3135018.250000 Penalty: 5225.385742
	Iteration 22Q: 3 clusters Score -3135018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3135019.250000 Penalty: 5225.385742
	Iteration 23Q: 3 clusters Score -3135019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3135023.750000 Penalty: 5225.385742
	Iteration 24Q: 3 clusters Score -3135024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3135024.500000 Penalty: 5225.385742
	Iteration 25Q: 3 clusters Score -3135024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3135024.500000 Penalty: 5225.385742
	Iteration 26F: 3 clusters Score -3135024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (2328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Entering Unmasked Estep 
Score: -185542.796875 Penalty: 1922.685669
	Iteration 0F: 2 clusters Score -185542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -182766.531250 Penalty: 3845.371338
	Iteration 0F: 3 clusters Score -182766.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -183380.296875 Penalty: 3845.371338
	Iteration 1F: 3 clusters Score -183380.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -183515.328125 Penalty: 3845.371338
	Iteration 2F: 3 clusters Score -183515.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -183569.062500 Penalty: 3845.371338
	Iteration 3Q: 3 clusters Score -183569.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -183608.500000 Penalty: 3845.371338
	Iteration 4Q: 3 clusters Score -183608.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -183634.906250 Penalty: 3845.371338
	Iteration 5Q: 3 clusters Score -183634.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -183653.531250 Penalty: 3845.371338
	Iteration 6Q: 3 clusters Score -183653.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183662.125000 Penalty: 3845.371338
	Iteration 7Q: 3 clusters Score -183662.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -183672.203125 Penalty: 3845.371338
	Iteration 8Q: 3 clusters Score -183672.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -183681.937500 Penalty: 3845.371338
	Iteration 9Q: 3 clusters Score -183681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183692.718750 Penalty: 3845.371338
	Iteration 10Q: 3 clusters Score -183692.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -183703.390625 Penalty: 3845.371338
	Iteration 11Q: 3 clusters Score -183703.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -183713.453125 Penalty: 3845.371338
	Iteration 12Q: 3 clusters Score -183713.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183726.375000 Penalty: 3845.371338
	Iteration 13Q: 3 clusters Score -183726.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -183741.406250 Penalty: 3845.371338
	Iteration 14Q: 3 clusters Score -183741.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -183765.859375 Penalty: 3845.371338
	Iteration 15Q: 3 clusters Score -183765.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -183789.859375 Penalty: 3845.371338
	Iteration 16Q: 3 clusters Score -183789.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -183813.734375 Penalty: 3845.371338
	Iteration 17Q: 3 clusters Score -183813.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -183833.250000 Penalty: 3845.371338
	Iteration 18Q: 3 clusters Score -183833.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -183850.187500 Penalty: 3845.371338
	Iteration 19Q: 3 clusters Score -183850.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -183875.046875 Penalty: 3845.371338
	Iteration 20F: 3 clusters Score -183875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -183899.687500 Penalty: 3845.371338
	Iteration 21Q: 3 clusters Score -183899.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -183944.125000 Penalty: 3845.371338
	Iteration 22Q: 3 clusters Score -183944.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183978.812500 Penalty: 3845.371338
	Iteration 23Q: 3 clusters Score -183978.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -184005.859375 Penalty: 3845.371338
	Iteration 24Q: 3 clusters Score -184005.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -184032.078125 Penalty: 3845.371338
	Iteration 25Q: 3 clusters Score -184032.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -184072.125000 Penalty: 3845.371338
	Iteration 26Q: 3 clusters Score -184072.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -184115.390625 Penalty: 3845.371338
	Iteration 27Q: 3 clusters Score -184115.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184145.421875 Penalty: 3845.371338
	Iteration 28Q: 3 clusters Score -184145.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184172.625000 Penalty: 3845.371338
	Iteration 29Q: 3 clusters Score -184172.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184189.937500 Penalty: 3845.371338
	Iteration 30Q: 3 clusters Score -184189.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -184207.546875 Penalty: 3845.371338
	Iteration 31Q: 3 clusters Score -184207.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184222.656250 Penalty: 3845.371338
	Iteration 32Q: 3 clusters Score -184222.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184230.375000 Penalty: 3845.371338
	Iteration 33Q: 3 clusters Score -184230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -184234.171875 Penalty: 3845.371338
	Iteration 34Q: 3 clusters Score -184234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -184238.390625 Penalty: 3845.371338
	Iteration 35Q: 3 clusters Score -184238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -184244.750000 Penalty: 3845.371338
	Iteration 36Q: 3 clusters Score -184244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -184248.531250 Penalty: 3845.371338
	Iteration 37Q: 3 clusters Score -184248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -184252.687500 Penalty: 3845.371338
	Iteration 38Q: 3 clusters Score -184252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -184257.125000 Penalty: 3845.371338
	Iteration 39Q: 3 clusters Score -184257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184258.578125 Penalty: 3845.371338
	Iteration 40F: 3 clusters Score -184258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184259.437500 Penalty: 3845.371338
	Iteration 41Q: 3 clusters Score -184259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -184263.531250 Penalty: 3845.371338
	Iteration 42Q: 3 clusters Score -184263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184266.734375 Penalty: 3845.371338
	Iteration 43Q: 3 clusters Score -184266.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -184270.125000 Penalty: 3845.371338
	Iteration 44Q: 3 clusters Score -184270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184275.843750 Penalty: 3845.371338
	Iteration 45Q: 3 clusters Score -184275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184280.375000 Penalty: 3845.371338
	Iteration 46Q: 3 clusters Score -184280.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184287.015625 Penalty: 3845.371338
	Iteration 47Q: 3 clusters Score -184287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184293.437500 Penalty: 3845.371338
	Iteration 48Q: 3 clusters Score -184293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -184297.140625 Penalty: 3845.371338
	Iteration 49Q: 3 clusters Score -184297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -184298.140625 Penalty: 3845.371338
	Iteration 50Q: 3 clusters Score -184298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184300.546875 Penalty: 3845.371338
	Iteration 51Q: 3 clusters Score -184300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184302.406250 Penalty: 3845.371338
	Iteration 52Q: 3 clusters Score -184302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -184304.281250 Penalty: 3845.371338
	Iteration 53Q: 3 clusters Score -184304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -184305.234375 Penalty: 3845.371338
	Iteration 54Q: 3 clusters Score -184305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -184305.921875 Penalty: 3845.371338
	Iteration 55Q: 3 clusters Score -184305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -184305.921875 Penalty: 3845.371338
	Iteration 56F: 3 clusters Score -184305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (7562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Entering Unmasked Estep 
Score: -618148.062500 Penalty: 2214.861084
	Iteration 0F: 2 clusters Score -618148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -612027.375000 Penalty: 4429.722168
	Iteration 0F: 3 clusters Score -612027.4 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -613802.937500 Penalty: 4429.722168
	Iteration 1F: 3 clusters Score -613802.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -614170.312500 Penalty: 4429.722168
	Iteration 2F: 3 clusters Score -614170.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -614418.937500 Penalty: 4429.722168
	Iteration 3F: 3 clusters Score -614418.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -614633.312500 Penalty: 4429.722168
	Iteration 4Q: 3 clusters Score -614633.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -614819.500000 Penalty: 4429.722168
	Iteration 5Q: 3 clusters Score -614819.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -614999.375000 Penalty: 4429.722168
	Iteration 6Q: 3 clusters Score -614999.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -615172.937500 Penalty: 4429.722168
	Iteration 7Q: 3 clusters Score -615172.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -615329.000000 Penalty: 4429.722168
	Iteration 8Q: 3 clusters Score -615329 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -615496.812500 Penalty: 4429.722168
	Iteration 9Q: 3 clusters Score -615496.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -615671.250000 Penalty: 4429.722168
	Iteration 10Q: 3 clusters Score -615671.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -615866.375000 Penalty: 4429.722168
	Iteration 11Q: 3 clusters Score -615866.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -616095.812500 Penalty: 4429.722168
	Iteration 12Q: 3 clusters Score -616095.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -616289.312500 Penalty: 4429.722168
	Iteration 13Q: 3 clusters Score -616289.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -616410.375000 Penalty: 4429.722168
	Iteration 14Q: 3 clusters Score -616410.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -616468.062500 Penalty: 4429.722168
	Iteration 15Q: 3 clusters Score -616468.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -616493.937500 Penalty: 4429.722168
	Iteration 16Q: 3 clusters Score -616493.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -616514.187500 Penalty: 4429.722168
	Iteration 17Q: 3 clusters Score -616514.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -616531.812500 Penalty: 4429.722168
	Iteration 18Q: 3 clusters Score -616531.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -616547.875000 Penalty: 4429.722168
	Iteration 19Q: 3 clusters Score -616547.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -616559.812500 Penalty: 4429.722168
	Iteration 20F: 3 clusters Score -616559.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -616565.312500 Penalty: 4429.722168
	Iteration 21Q: 3 clusters Score -616565.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -616570.375000 Penalty: 4429.722168
	Iteration 22Q: 3 clusters Score -616570.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -616572.937500 Penalty: 4429.722168
	Iteration 23Q: 3 clusters Score -616572.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -616576.625000 Penalty: 4429.722168
	Iteration 24Q: 3 clusters Score -616576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -616576.562500 Penalty: 4429.722168
	Iteration 25Q: 3 clusters Score -616576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -616577.500000 Penalty: 4429.722168
	Iteration 26Q: 3 clusters Score -616577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -616578.500000 Penalty: 4429.722168
	Iteration 27Q: 3 clusters Score -616578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -616579.187500 Penalty: 4429.722168
	Iteration 28Q: 3 clusters Score -616579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -616578.875000 Penalty: 4429.722168
	Iteration 29Q: 3 clusters Score -616578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -616579.250000 Penalty: 4429.722168
	Iteration 30Q: 3 clusters Score -616579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -616578.625000 Penalty: 4429.722168
	Iteration 31Q: 3 clusters Score -616578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -616579.187500 Penalty: 4429.722168
	Iteration 32Q: 3 clusters Score -616579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -616579.875000 Penalty: 4429.722168
	Iteration 33Q: 3 clusters Score -616579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -616580.687500 Penalty: 4429.722168
	Iteration 34Q: 3 clusters Score -616580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -616582.062500 Penalty: 4429.722168
	Iteration 35Q: 3 clusters Score -616582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -616580.750000 Penalty: 4429.722168
	Iteration 36Q: 3 clusters Score -616580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -616580.875000 Penalty: 4429.722168
	Iteration 37Q: 3 clusters Score -616580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -616582.937500 Penalty: 4429.722168
	Iteration 38Q: 3 clusters Score -616582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -616584.812500 Penalty: 4429.722168
	Iteration 39Q: 3 clusters Score -616584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -616588.250000 Penalty: 4429.722168
	Iteration 40F: 3 clusters Score -616588.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -616590.812500 Penalty: 4429.722168
	Iteration 41Q: 3 clusters Score -616590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -616590.937500 Penalty: 4429.722168
	Iteration 42Q: 3 clusters Score -616590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -616591.437500 Penalty: 4429.722168
	Iteration 43Q: 3 clusters Score -616591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -616593.875000 Penalty: 4429.722168
	Iteration 44Q: 3 clusters Score -616593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -616592.937500 Penalty: 4429.722168
	Iteration 45Q: 3 clusters Score -616592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -616592.625000 Penalty: 4429.722168
	Iteration 46Q: 3 clusters Score -616592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -616593.937500 Penalty: 4429.722168
	Iteration 47Q: 3 clusters Score -616593.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -616594.625000 Penalty: 4429.722168
	Iteration 48Q: 3 clusters Score -616594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -616596.250000 Penalty: 4429.722168
	Iteration 49Q: 3 clusters Score -616596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -616597.562500 Penalty: 4429.722168
	Iteration 50Q: 3 clusters Score -616597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -616597.812500 Penalty: 4429.722168
	Iteration 51Q: 3 clusters Score -616597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -616599.625000 Penalty: 4429.722168
	Iteration 52Q: 3 clusters Score -616599.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -616601.875000 Penalty: 4429.722168
	Iteration 53Q: 3 clusters Score -616601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -616603.312500 Penalty: 4429.722168
	Iteration 54Q: 3 clusters Score -616603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -616603.625000 Penalty: 4429.722168
	Iteration 55Q: 3 clusters Score -616603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -616604.437500 Penalty: 4429.722168
	Iteration 56Q: 3 clusters Score -616604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -616604.437500 Penalty: 4429.722168
	Iteration 57Q: 3 clusters Score -616604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -616605.625000 Penalty: 4429.722168
	Iteration 58Q: 3 clusters Score -616605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -616604.937500 Penalty: 4429.722168
	Iteration 59Q: 3 clusters Score -616604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -616604.562500 Penalty: 4429.722168
	Iteration 60F: 3 clusters Score -616604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -471852.531250 Penalty: 2179.684570
	Iteration 0F: 2 clusters Score -471852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -466352.500000 Penalty: 4359.369141
	Iteration 0F: 3 clusters Score -466352.5 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -467848.843750 Penalty: 4359.369141
	Iteration 1F: 3 clusters Score -467848.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -468223.031250 Penalty: 4359.369141
	Iteration 2F: 3 clusters Score -468223 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -468479.250000 Penalty: 4359.369141
	Iteration 3F: 3 clusters Score -468479.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -468643.531250 Penalty: 4359.369141
	Iteration 4Q: 3 clusters Score -468643.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -468758.468750 Penalty: 4359.369141
	Iteration 5Q: 3 clusters Score -468758.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -468844.281250 Penalty: 4359.369141
	Iteration 6Q: 3 clusters Score -468844.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -468920.500000 Penalty: 4359.369141
	Iteration 7Q: 3 clusters Score -468920.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -468994.937500 Penalty: 4359.369141
	Iteration 8Q: 3 clusters Score -468994.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -469076.093750 Penalty: 4359.369141
	Iteration 9Q: 3 clusters Score -469076.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -469155.812500 Penalty: 4359.369141
	Iteration 10Q: 3 clusters Score -469155.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -469241.250000 Penalty: 4359.369141
	Iteration 11Q: 3 clusters Score -469241.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -469311.906250 Penalty: 4359.369141
	Iteration 12Q: 3 clusters Score -469311.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -469381.281250 Penalty: 4359.369141
	Iteration 13Q: 3 clusters Score -469381.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -469435.031250 Penalty: 4359.369141
	Iteration 14Q: 3 clusters Score -469435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -469481.812500 Penalty: 4359.369141
	Iteration 15Q: 3 clusters Score -469481.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -469527.687500 Penalty: 4359.369141
	Iteration 16Q: 3 clusters Score -469527.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -469577.500000 Penalty: 4359.369141
	Iteration 17Q: 3 clusters Score -469577.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -469614.031250 Penalty: 4359.369141
	Iteration 18Q: 3 clusters Score -469614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -469652.875000 Penalty: 4359.369141
	Iteration 19Q: 3 clusters Score -469652.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -469680.906250 Penalty: 4359.369141
	Iteration 20F: 3 clusters Score -469680.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -469704.031250 Penalty: 4359.369141
	Iteration 21Q: 3 clusters Score -469704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -469721.968750 Penalty: 4359.369141
	Iteration 22Q: 3 clusters Score -469722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -469734.843750 Penalty: 4359.369141
	Iteration 23Q: 3 clusters Score -469734.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -469746.593750 Penalty: 4359.369141
	Iteration 24Q: 3 clusters Score -469746.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -469755.718750 Penalty: 4359.369141
	Iteration 25Q: 3 clusters Score -469755.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -469766.906250 Penalty: 4359.369141
	Iteration 26Q: 3 clusters Score -469766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -469774.031250 Penalty: 4359.369141
	Iteration 27Q: 3 clusters Score -469774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -469781.468750 Penalty: 4359.369141
	Iteration 28Q: 3 clusters Score -469781.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -469787.812500 Penalty: 4359.369141
	Iteration 29Q: 3 clusters Score -469787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -469792.156250 Penalty: 4359.369141
	Iteration 30Q: 3 clusters Score -469792.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -469796.562500 Penalty: 4359.369141
	Iteration 31Q: 3 clusters Score -469796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -469802.125000 Penalty: 4359.369141
	Iteration 32Q: 3 clusters Score -469802.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -469807.937500 Penalty: 4359.369141
	Iteration 33Q: 3 clusters Score -469807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -469813.031250 Penalty: 4359.369141
	Iteration 34Q: 3 clusters Score -469813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -469817.750000 Penalty: 4359.369141
	Iteration 35Q: 3 clusters Score -469817.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -469825.625000 Penalty: 4359.369141
	Iteration 36Q: 3 clusters Score -469825.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -469833.468750 Penalty: 4359.369141
	Iteration 37Q: 3 clusters Score -469833.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -469844.718750 Penalty: 4359.369141
	Iteration 38Q: 3 clusters Score -469844.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -469852.812500 Penalty: 4359.369141
	Iteration 39Q: 3 clusters Score -469852.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -469861.593750 Penalty: 4359.369141
	Iteration 40F: 3 clusters Score -469861.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -469868.250000 Penalty: 4359.369141
	Iteration 41Q: 3 clusters Score -469868.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -469877.125000 Penalty: 4359.369141
	Iteration 42Q: 3 clusters Score -469877.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -469881.656250 Penalty: 4359.369141
	Iteration 43Q: 3 clusters Score -469881.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -469889.187500 Penalty: 4359.369141
	Iteration 44Q: 3 clusters Score -469889.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -469897.000000 Penalty: 4359.369141
	Iteration 45Q: 3 clusters Score -469897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -469908.437500 Penalty: 4359.369141
	Iteration 46Q: 3 clusters Score -469908.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -469924.250000 Penalty: 4359.369141
	Iteration 47Q: 3 clusters Score -469924.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -469939.812500 Penalty: 4359.369141
	Iteration 48Q: 3 clusters Score -469939.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -469955.437500 Penalty: 4359.369141
	Iteration 49Q: 3 clusters Score -469955.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -469967.906250 Penalty: 4359.369141
	Iteration 50Q: 3 clusters Score -469967.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -469977.750000 Penalty: 4359.369141
	Iteration 51Q: 3 clusters Score -469977.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -469991.031250 Penalty: 4359.369141
	Iteration 52Q: 3 clusters Score -469991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -470003.937500 Penalty: 4359.369141
	Iteration 53Q: 3 clusters Score -470003.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -470014.968750 Penalty: 4359.369141
	Iteration 54Q: 3 clusters Score -470015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -470025.875000 Penalty: 4359.369141
	Iteration 55Q: 3 clusters Score -470025.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -470045.656250 Penalty: 4359.369141
	Iteration 56Q: 3 clusters Score -470045.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -470059.187500 Penalty: 4359.369141
	Iteration 57Q: 3 clusters Score -470059.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -470071.312500 Penalty: 4359.369141
	Iteration 58Q: 3 clusters Score -470071.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -470090.062500 Penalty: 4359.369141
	Iteration 59Q: 3 clusters Score -470090.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -470109.656250 Penalty: 4359.369141
	Iteration 60F: 3 clusters Score -470109.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -470126.500000 Penalty: 4359.369141
	Iteration 61Q: 3 clusters Score -470126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -470146.312500 Penalty: 4359.369141
	Iteration 62Q: 3 clusters Score -470146.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -470159.125000 Penalty: 4359.369141
	Iteration 63Q: 3 clusters Score -470159.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -470171.062500 Penalty: 4359.369141
	Iteration 64Q: 3 clusters Score -470171.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -470182.531250 Penalty: 4359.369141
	Iteration 65Q: 3 clusters Score -470182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -470196.812500 Penalty: 4359.369141
	Iteration 66Q: 3 clusters Score -470196.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -470210.406250 Penalty: 4359.369141
	Iteration 67Q: 3 clusters Score -470210.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -470225.812500 Penalty: 4359.369141
	Iteration 68Q: 3 clusters Score -470225.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -470248.218750 Penalty: 4359.369141
	Iteration 69Q: 3 clusters Score -470248.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -470262.781250 Penalty: 4359.369141
	Iteration 70Q: 3 clusters Score -470262.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -470274.125000 Penalty: 4359.369141
	Iteration 71Q: 3 clusters Score -470274.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -470278.968750 Penalty: 4359.369141
	Iteration 72Q: 3 clusters Score -470279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -470283.187500 Penalty: 4359.369141
	Iteration 73Q: 3 clusters Score -470283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -470289.031250 Penalty: 4359.369141
	Iteration 74Q: 3 clusters Score -470289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -470294.187500 Penalty: 4359.369141
	Iteration 75Q: 3 clusters Score -470294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -470300.125000 Penalty: 4359.369141
	Iteration 76Q: 3 clusters Score -470300.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -470304.906250 Penalty: 4359.369141
	Iteration 77Q: 3 clusters Score -470304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -470306.687500 Penalty: 4359.369141
	Iteration 78Q: 3 clusters Score -470306.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -470309.375000 Penalty: 4359.369141
	Iteration 79Q: 3 clusters Score -470309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -470314.531250 Penalty: 4359.369141
	Iteration 80F: 3 clusters Score -470314.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -470321.593750 Penalty: 4359.369141
	Iteration 81Q: 3 clusters Score -470321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -470329.593750 Penalty: 4359.369141
	Iteration 82Q: 3 clusters Score -470329.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -470332.062500 Penalty: 4359.369141
	Iteration 83Q: 3 clusters Score -470332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -470336.625000 Penalty: 4359.369141
	Iteration 84Q: 3 clusters Score -470336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -470339.875000 Penalty: 4359.369141
	Iteration 85Q: 3 clusters Score -470339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -470341.531250 Penalty: 4359.369141
	Iteration 86Q: 3 clusters Score -470341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -470341.968750 Penalty: 4359.369141
	Iteration 87Q: 3 clusters Score -470342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -470344.531250 Penalty: 4359.369141
	Iteration 88Q: 3 clusters Score -470344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -470346.781250 Penalty: 4359.369141
	Iteration 89Q: 3 clusters Score -470346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -470350.906250 Penalty: 4359.369141
	Iteration 90Q: 3 clusters Score -470350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -470354.718750 Penalty: 4359.369141
	Iteration 91Q: 3 clusters Score -470354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -470355.968750 Penalty: 4359.369141
	Iteration 92Q: 3 clusters Score -470356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -470358.843750 Penalty: 4359.369141
	Iteration 93Q: 3 clusters Score -470358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -470367.625000 Penalty: 4359.369141
	Iteration 94Q: 3 clusters Score -470367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -470371.906250 Penalty: 4359.369141
	Iteration 95Q: 3 clusters Score -470371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -470377.562500 Penalty: 4359.369141
	Iteration 96Q: 3 clusters Score -470377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -470383.968750 Penalty: 4359.369141
	Iteration 97Q: 3 clusters Score -470384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -470388.062500 Penalty: 4359.369141
	Iteration 98Q: 3 clusters Score -470388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -470391.093750 Penalty: 4359.369141
	Iteration 99Q: 3 clusters Score -470391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -470394.218750 Penalty: 4359.369141
	Iteration 100F: 3 clusters Score -470394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -470397.406250 Penalty: 4359.369141
	Iteration 101Q: 3 clusters Score -470397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -470401.625000 Penalty: 4359.369141
	Iteration 102Q: 3 clusters Score -470401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -470402.562500 Penalty: 4359.369141
	Iteration 103Q: 3 clusters Score -470402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -470403.156250 Penalty: 4359.369141
	Iteration 104Q: 3 clusters Score -470403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -470406.656250 Penalty: 4359.369141
	Iteration 105Q: 3 clusters Score -470406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -470407.656250 Penalty: 4359.369141
	Iteration 106Q: 3 clusters Score -470407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -470411.656250 Penalty: 4359.369141
	Iteration 107Q: 3 clusters Score -470411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -470413.500000 Penalty: 4359.369141
	Iteration 108Q: 3 clusters Score -470413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -470415.375000 Penalty: 4359.369141
	Iteration 109Q: 3 clusters Score -470415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -470415.343750 Penalty: 4359.369141
	Iteration 110Q: 3 clusters Score -470415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -470415.531250 Penalty: 4359.369141
	Iteration 111Q: 3 clusters Score -470415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -470415.531250 Penalty: 4359.369141
	Iteration 112F: 3 clusters Score -470415.5 nChanged 0
22->55 Clusters: Score -51173624.000000, best is -51173412.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 657721 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 30019 members 
Mstep: Class 3 contains 29806 members 
Mstep: Class 4 contains 30111 members 
Mstep: Class 5 contains 30078 members 
Mstep: Class 6 contains 29794 members 
Mstep: Class 7 contains 29770 members 
Mstep: Class 8 contains 29708 members 
Mstep: Class 9 contains 29713 members 
Mstep: Class 10 contains 30143 members 
Mstep: Class 11 contains 29951 members 
Mstep: Class 12 contains 29930 members 
Mstep: Class 13 contains 29839 members 
Mstep: Class 14 contains 29763 members 
Mstep: Class 15 contains 30098 members 
Mstep: Class 16 contains 30283 members 
Mstep: Class 17 contains 29742 members 
Mstep: Class 18 contains 30074 members 
Mstep: Class 19 contains 29556 members 
Mstep: Class 20 contains 29916 members 
Mstep: Class 21 contains 29957 members 
Mstep: Class 22 contains 29772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 858.006226 but Gain 3322.343750
Score: -45004532.000000 Penalty: 69769.156250
Iteration 0F: 22 clusters Score -4.500453e+07 nChanged 622553
Entering Unmasked Mstep 
Mstep: Class 0 contains 712 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 42079 members 
Mstep: Class 3 contains 34423 members 
Mstep: Class 4 contains 28849 members 
Mstep: Class 5 contains 29925 members 
Mstep: Class 6 contains 26054 members 
Mstep: Class 7 contains 24886 members 
Mstep: Class 9 contains 15718 members 
Mstep: Class 10 contains 74832 members 
Mstep: Class 11 contains 45185 members 
Mstep: Class 12 contains 22199 members 
Mstep: Class 13 contains 24849 members 
Mstep: Class 14 contains 59426 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 27665 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 20514 members 
Mstep: Class 19 contains 21181 members 
Mstep: Class 20 contains 21544 members 
Mstep: Class 21 contains 28304 members 
Mstep: Class 22 contains 31400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47627024.000000 Penalty: 69769.156250
Iteration 1F: 22 clusters Score -4.762702e+07 nChanged 301991
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 36996 members 
Mstep: Class 3 contains 53123 members 
Mstep: Class 4 contains 26717 members 
Mstep: Class 5 contains 27643 members 
Mstep: Class 6 contains 25556 members 
Mstep: Class 7 contains 19528 members 
Mstep: Class 9 contains 12168 members 
Mstep: Class 10 contains 66293 members 
Mstep: Class 11 contains 33086 members 
Mstep: Class 12 contains 19143 members 
Mstep: Class 13 contains 30719 members 
Mstep: Class 14 contains 91521 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 35957 members 
Mstep: Class 17 contains 27583 members 
Mstep: Class 18 contains 18230 members 
Mstep: Class 19 contains 13739 members 
Mstep: Class 20 contains 19635 members 
Mstep: Class 21 contains 41198 members 
Mstep: Class 22 contains 21517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48871960.000000 Penalty: 69769.156250
Iteration 2F: 22 clusters Score -4.887196e+07 nChanged 228373
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 28628 members 
Mstep: Class 3 contains 55196 members 
Mstep: Class 4 contains 22023 members 
Mstep: Class 5 contains 23749 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 10777 members 
Mstep: Class 9 contains 7903 members 
Mstep: Class 10 contains 55522 members 
Mstep: Class 11 contains 19075 members 
Mstep: Class 12 contains 16874 members 
Mstep: Class 13 contains 39946 members 
Mstep: Class 14 contains 96920 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 63554 members 
Mstep: Class 17 contains 23415 members 
Mstep: Class 18 contains 19086 members 
Mstep: Class 19 contains 10243 members 
Mstep: Class 20 contains 19119 members 
Mstep: Class 21 contains 78176 members 
Mstep: Class 22 contains 10470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49634160.000000 Penalty: 69769.156250
Iteration 3F: 22 clusters Score -4.963416e+07 nChanged 158657
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 20841 members 
Mstep: Class 3 contains 53409 members 
Mstep: Class 4 contains 16855 members 
Mstep: Class 5 contains 21984 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 8040 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 10 contains 43594 members 
Mstep: Class 11 contains 12276 members 
Mstep: Class 12 contains 12783 members 
Mstep: Class 13 contains 48852 members 
Mstep: Class 14 contains 83101 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 16 contains 89570 members 
Mstep: Class 17 contains 27203 members 
Mstep: Class 18 contains 16353 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 17768 members 
Mstep: Class 21 contains 94719 members 
Mstep: Class 22 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2961.654785 but Gain 3322.335938
Score: -50042832.000000 Penalty: 66446.820312
Iteration 4F: 21 clusters Score -5.004283e+07 nChanged 113780
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 60180 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 24131 members 
Mstep: Class 6 contains 11162 members 
Mstep: Class 7 contains 9869 members 
Mstep: Class 9 contains 8858 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 10247 members 
Mstep: Class 13 contains 54820 members 
Mstep: Class 14 contains 70886 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 100773 members 
Mstep: Class 17 contains 34938 members 
Mstep: Class 18 contains 16648 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 15965 members 
Mstep: Class 21 contains 96032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50284364.000000 Penalty: 66446.820312
Iteration 5F: 21 clusters Score -5.028436e+07 nChanged 84776
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 59951 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 10759 members 
Mstep: Class 7 contains 13849 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 24680 members 
Mstep: Class 11 contains 9240 members 
Mstep: Class 12 contains 7771 members 
Mstep: Class 13 contains 57775 members 
Mstep: Class 14 contains 61495 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 106625 members 
Mstep: Class 17 contains 42878 members 
Mstep: Class 18 contains 18200 members 
Mstep: Class 19 contains 11353 members 
Mstep: Class 20 contains 14573 members 
Mstep: Class 21 contains 92943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50462812.000000 Penalty: 66446.820312
Iteration 6F: 21 clusters Score -5.046281e+07 nChanged 60396
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 54717 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 37887 members 
Mstep: Class 6 contains 10813 members 
Mstep: Class 7 contains 17197 members 
Mstep: Class 9 contains 10520 members 
Mstep: Class 10 contains 18882 members 
Mstep: Class 11 contains 8587 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 60337 members 
Mstep: Class 14 contains 60107 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 106255 members 
Mstep: Class 17 contains 50462 members 
Mstep: Class 18 contains 19111 members 
Mstep: Class 19 contains 12467 members 
Mstep: Class 20 contains 13572 members 
Mstep: Class 21 contains 90192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50638116.000000 Penalty: 66446.820312
Iteration 7F: 21 clusters Score -5.063812e+07 nChanged 46481
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 4128 members 
Mstep: Class 3 contains 48425 members 
Mstep: Class 4 contains 10453 members 
Mstep: Class 5 contains 41984 members 
Mstep: Class 6 contains 11716 members 
Mstep: Class 7 contains 20278 members 
Mstep: Class 9 contains 10582 members 
Mstep: Class 10 contains 14754 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 62321 members 
Mstep: Class 14 contains 64910 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 98137 members 
Mstep: Class 17 contains 56692 members 
Mstep: Class 18 contains 19673 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 13027 members 
Mstep: Class 21 contains 87095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50700112.000000 Penalty: 66446.820312
Iteration 8F: 21 clusters Score -5.070011e+07 nChanged 33704
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 43313 members 
Mstep: Class 4 contains 13215 members 
Mstep: Class 5 contains 44863 members 
Mstep: Class 6 contains 11627 members 
Mstep: Class 7 contains 22602 members 
Mstep: Class 9 contains 10451 members 
Mstep: Class 10 contains 11827 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 63714 members 
Mstep: Class 14 contains 66974 members 
Mstep: Class 15 contains 3406 members 
Mstep: Class 16 contains 92152 members 
Mstep: Class 17 contains 61443 members 
Mstep: Class 18 contains 20162 members 
Mstep: Class 19 contains 13812 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 84332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50742412.000000 Penalty: 66446.820312
Iteration 9F: 21 clusters Score -5.074241e+07 nChanged 26496
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 39648 members 
Mstep: Class 4 contains 16309 members 
Mstep: Class 5 contains 46907 members 
Mstep: Class 6 contains 11208 members 
Mstep: Class 7 contains 24226 members 
Mstep: Class 9 contains 10217 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 8307 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 64849 members 
Mstep: Class 14 contains 68105 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 86978 members 
Mstep: Class 17 contains 65012 members 
Mstep: Class 18 contains 20423 members 
Mstep: Class 19 contains 14204 members 
Mstep: Class 20 contains 13393 members 
Mstep: Class 21 contains 82018 members 
Entering Unmasked Estep 
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Iteration 10Q: 21 clusters Score -5.077578e+07 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 37149 members 
Mstep: Class 4 contains 19770 members 
Mstep: Class 5 contains 48316 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 25464 members 
Mstep: Class 9 contains 10103 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 3662 members 
Mstep: Class 13 contains 65890 members 
Mstep: Class 14 contains 68677 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 82322 members 
Mstep: Class 17 contains 67703 members 
Mstep: Class 18 contains 20547 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 13394 members 
Mstep: Class 21 contains 80057 members 
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Iteration 11Q: 21 clusters Score -5.080094e+07 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 6152 members 
Mstep: Class 3 contains 35741 members 
Mstep: Class 4 contains 23501 members 
Mstep: Class 5 contains 49102 members 
Mstep: Class 6 contains 10240 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 5978 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 3625 members 
Mstep: Class 13 contains 66712 members 
Mstep: Class 14 contains 68830 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 78336 members 
Mstep: Class 17 contains 69636 members 
Mstep: Class 18 contains 20451 members 
Mstep: Class 19 contains 14506 members 
Mstep: Class 20 contains 13172 members 
Mstep: Class 21 contains 78111 members 
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Iteration 12Q: 21 clusters Score -5.082079e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 6835 members 
Mstep: Class 3 contains 34937 members 
Mstep: Class 4 contains 27971 members 
Mstep: Class 5 contains 49526 members 
Mstep: Class 6 contains 9926 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 9 contains 10180 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 67030 members 
Mstep: Class 14 contains 68631 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 74686 members 
Mstep: Class 17 contains 71009 members 
Mstep: Class 18 contains 20290 members 
Mstep: Class 19 contains 14506 members 
Mstep: Class 20 contains 12952 members 
Mstep: Class 21 contains 76028 members 
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Iteration 13Q: 21 clusters Score -5.083132e+07 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 34363 members 
Mstep: Class 4 contains 33061 members 
Mstep: Class 5 contains 49935 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 27965 members 
Mstep: Class 9 contains 10255 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 7816 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 67014 members 
Mstep: Class 14 contains 68000 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 71762 members 
Mstep: Class 17 contains 71992 members 
Mstep: Class 18 contains 20081 members 
Mstep: Class 19 contains 14453 members 
Mstep: Class 20 contains 12847 members 
Mstep: Class 21 contains 73558 members 
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Iteration 14Q: 21 clusters Score -5.08413e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 33898 members 
Mstep: Class 4 contains 38149 members 
Mstep: Class 5 contains 50363 members 
Mstep: Class 6 contains 9722 members 
Mstep: Class 7 contains 28449 members 
Mstep: Class 9 contains 10327 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 7575 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 66665 members 
Mstep: Class 14 contains 66982 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 70276 members 
Mstep: Class 17 contains 72727 members 
Mstep: Class 18 contains 19893 members 
Mstep: Class 19 contains 14221 members 
Mstep: Class 20 contains 12773 members 
Mstep: Class 21 contains 70555 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -5.085255e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 33463 members 
Mstep: Class 4 contains 42750 members 
Mstep: Class 5 contains 50795 members 
Mstep: Class 6 contains 9699 members 
Mstep: Class 7 contains 28774 members 
Mstep: Class 9 contains 10374 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 7342 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 66023 members 
Mstep: Class 14 contains 65638 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 70522 members 
Mstep: Class 17 contains 73345 members 
Mstep: Class 18 contains 19716 members 
Mstep: Class 19 contains 13894 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 67117 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -5.086358e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 8749 members 
Mstep: Class 3 contains 33053 members 
Mstep: Class 4 contains 46897 members 
Mstep: Class 5 contains 51205 members 
Mstep: Class 6 contains 9684 members 
Mstep: Class 7 contains 28990 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 65255 members 
Mstep: Class 14 contains 64301 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 71160 members 
Mstep: Class 17 contains 73872 members 
Mstep: Class 18 contains 19533 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 12733 members 
Mstep: Class 21 contains 64037 members 
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Iteration 17Q: 21 clusters Score -5.087294e+07 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 8980 members 
Mstep: Class 3 contains 32697 members 
Mstep: Class 4 contains 50306 members 
Mstep: Class 5 contains 51575 members 
Mstep: Class 6 contains 9680 members 
Mstep: Class 7 contains 29177 members 
Mstep: Class 9 contains 10421 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 64425 members 
Mstep: Class 14 contains 63136 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 71918 members 
Mstep: Class 17 contains 74324 members 
Mstep: Class 18 contains 19341 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 61527 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -5.087966e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 9099 members 
Mstep: Class 3 contains 32356 members 
Mstep: Class 4 contains 52972 members 
Mstep: Class 5 contains 51872 members 
Mstep: Class 6 contains 9678 members 
Mstep: Class 7 contains 29391 members 
Mstep: Class 9 contains 10436 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 6854 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 63697 members 
Mstep: Class 14 contains 62142 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 72743 members 
Mstep: Class 17 contains 74744 members 
Mstep: Class 18 contains 19152 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 12774 members 
Mstep: Class 21 contains 59453 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -5.088372e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 9164 members 
Mstep: Class 3 contains 32022 members 
Mstep: Class 4 contains 55118 members 
Mstep: Class 5 contains 52155 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 29618 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 63047 members 
Mstep: Class 14 contains 61317 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 73508 members 
Mstep: Class 17 contains 75134 members 
Mstep: Class 18 contains 18975 members 
Mstep: Class 19 contains 12969 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 57786 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -5.089024e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 31707 members 
Mstep: Class 4 contains 56920 members 
Mstep: Class 5 contains 52349 members 
Mstep: Class 6 contains 9670 members 
Mstep: Class 7 contains 29924 members 
Mstep: Class 9 contains 10451 members 
Mstep: Class 10 contains 5251 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 62476 members 
Mstep: Class 14 contains 60547 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 74427 members 
Mstep: Class 17 contains 75478 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 12240 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 56128 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -5.089452e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 10512 members 
Mstep: Class 3 contains 31425 members 
Mstep: Class 4 contains 58342 members 
Mstep: Class 5 contains 52484 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 30239 members 
Mstep: Class 9 contains 10463 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 62024 members 
Mstep: Class 14 contains 59951 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 75204 members 
Mstep: Class 17 contains 75839 members 
Mstep: Class 18 contains 18649 members 
Mstep: Class 19 contains 11620 members 
Mstep: Class 20 contains 12683 members 
Mstep: Class 21 contains 54708 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -5.089714e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 10908 members 
Mstep: Class 3 contains 31133 members 
Mstep: Class 4 contains 59463 members 
Mstep: Class 5 contains 52587 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 30530 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61680 members 
Mstep: Class 14 contains 59545 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 75823 members 
Mstep: Class 17 contains 76180 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 11067 members 
Mstep: Class 20 contains 12718 members 
Mstep: Class 21 contains 53454 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -5.089932e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 11203 members 
Mstep: Class 3 contains 30892 members 
Mstep: Class 4 contains 60285 members 
Mstep: Class 5 contains 52676 members 
Mstep: Class 6 contains 9619 members 
Mstep: Class 7 contains 30810 members 
Mstep: Class 9 contains 10461 members 
Mstep: Class 10 contains 5810 members 
Mstep: Class 11 contains 5876 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 61426 members 
Mstep: Class 14 contains 59275 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 76433 members 
Mstep: Class 17 contains 76498 members 
Mstep: Class 18 contains 18293 members 
Mstep: Class 19 contains 10592 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 52236 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -5.090142e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 30662 members 
Mstep: Class 4 contains 60878 members 
Mstep: Class 5 contains 52744 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 31027 members 
Mstep: Class 9 contains 10452 members 
Mstep: Class 10 contains 5970 members 
Mstep: Class 11 contains 5718 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61262 members 
Mstep: Class 14 contains 59140 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 77065 members 
Mstep: Class 17 contains 76792 members 
Mstep: Class 18 contains 18138 members 
Mstep: Class 19 contains 10146 members 
Mstep: Class 20 contains 12794 members 
Mstep: Class 21 contains 51055 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -5.090332e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 11506 members 
Mstep: Class 3 contains 30468 members 
Mstep: Class 4 contains 61285 members 
Mstep: Class 5 contains 52812 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 31204 members 
Mstep: Class 9 contains 10444 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 5600 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61151 members 
Mstep: Class 14 contains 59113 members 
Mstep: Class 15 contains 6295 members 
Mstep: Class 16 contains 77560 members 
Mstep: Class 17 contains 77074 members 
Mstep: Class 18 contains 17949 members 
Mstep: Class 19 contains 9700 members 
Mstep: Class 20 contains 12845 members 
Mstep: Class 21 contains 50041 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -5.090541e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 61566 members 
Mstep: Class 5 contains 52862 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 9 contains 10424 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 61075 members 
Mstep: Class 14 contains 59139 members 
Mstep: Class 15 contains 6553 members 
Mstep: Class 16 contains 77964 members 
Mstep: Class 17 contains 77334 members 
Mstep: Class 18 contains 17784 members 
Mstep: Class 19 contains 9440 members 
Mstep: Class 20 contains 12889 members 
Mstep: Class 21 contains 49122 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -5.090726e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 11575 members 
Mstep: Class 3 contains 30117 members 
Mstep: Class 4 contains 61764 members 
Mstep: Class 5 contains 52902 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 31527 members 
Mstep: Class 9 contains 10406 members 
Mstep: Class 10 contains 6289 members 
Mstep: Class 11 contains 5437 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61045 members 
Mstep: Class 14 contains 59207 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 78344 members 
Mstep: Class 17 contains 77542 members 
Mstep: Class 18 contains 17657 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 12936 members 
Mstep: Class 21 contains 48244 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -5.090897e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 11569 members 
Mstep: Class 3 contains 29984 members 
Mstep: Class 4 contains 61919 members 
Mstep: Class 5 contains 52937 members 
Mstep: Class 6 contains 9574 members 
Mstep: Class 7 contains 31610 members 
Mstep: Class 9 contains 10390 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61058 members 
Mstep: Class 14 contains 59336 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 16 contains 78569 members 
Mstep: Class 17 contains 77697 members 
Mstep: Class 18 contains 17590 members 
Mstep: Class 19 contains 9150 members 
Mstep: Class 20 contains 12983 members 
Mstep: Class 21 contains 47495 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -5.091121e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 29849 members 
Mstep: Class 4 contains 62035 members 
Mstep: Class 5 contains 52965 members 
Mstep: Class 6 contains 9571 members 
Mstep: Class 7 contains 31619 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61087 members 
Mstep: Class 14 contains 59482 members 
Mstep: Class 15 contains 7084 members 
Mstep: Class 16 contains 78679 members 
Mstep: Class 17 contains 77859 members 
Mstep: Class 18 contains 17527 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 13016 members 
Mstep: Class 21 contains 46897 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -5.091528e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 11438 members 
Mstep: Class 3 contains 29738 members 
Mstep: Class 4 contains 62125 members 
Mstep: Class 5 contains 52985 members 
Mstep: Class 6 contains 9569 members 
Mstep: Class 7 contains 31551 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 6504 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61159 members 
Mstep: Class 14 contains 59658 members 
Mstep: Class 15 contains 7200 members 
Mstep: Class 16 contains 78712 members 
Mstep: Class 17 contains 78022 members 
Mstep: Class 18 contains 17459 members 
Mstep: Class 19 contains 9199 members 
Mstep: Class 20 contains 13009 members 
Mstep: Class 21 contains 46405 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -5.091725e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 11310 members 
Mstep: Class 3 contains 29662 members 
Mstep: Class 4 contains 62169 members 
Mstep: Class 5 contains 52989 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 31486 members 
Mstep: Class 9 contains 10347 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61203 members 
Mstep: Class 14 contains 59839 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 16 contains 78738 members 
Mstep: Class 17 contains 78167 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 13015 members 
Mstep: Class 21 contains 46035 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -5.091793e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 11221 members 
Mstep: Class 3 contains 29590 members 
Mstep: Class 4 contains 62204 members 
Mstep: Class 5 contains 52994 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 31404 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 5191 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 13 contains 61220 members 
Mstep: Class 14 contains 60016 members 
Mstep: Class 15 contains 7254 members 
Mstep: Class 16 contains 78746 members 
Mstep: Class 17 contains 78311 members 
Mstep: Class 18 contains 17343 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 45765 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -5.09186e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 29530 members 
Mstep: Class 4 contains 62241 members 
Mstep: Class 5 contains 52988 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 31313 members 
Mstep: Class 9 contains 10324 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 61219 members 
Mstep: Class 14 contains 60184 members 
Mstep: Class 15 contains 7257 members 
Mstep: Class 16 contains 78705 members 
Mstep: Class 17 contains 78446 members 
Mstep: Class 18 contains 17300 members 
Mstep: Class 19 contains 9404 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 45600 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -5.091854e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 29485 members 
Mstep: Class 4 contains 62272 members 
Mstep: Class 5 contains 52973 members 
Mstep: Class 6 contains 9566 members 
Mstep: Class 7 contains 31208 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61215 members 
Mstep: Class 14 contains 60313 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 78697 members 
Mstep: Class 17 contains 78568 members 
Mstep: Class 18 contains 17260 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 45483 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -5.09189e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64110 members 
Mstep: Class 2 contains 11097 members 
Mstep: Class 3 contains 29429 members 
Mstep: Class 4 contains 62301 members 
Mstep: Class 5 contains 52970 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 31094 members 
Mstep: Class 9 contains 10317 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 61212 members 
Mstep: Class 14 contains 60456 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 78638 members 
Mstep: Class 17 contains 78682 members 
Mstep: Class 18 contains 17224 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 45419 members 
Entering Unmasked Estep 
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Iteration 36Q: 21 clusters Score -5.091925e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 11075 members 
Mstep: Class 3 contains 29377 members 
Mstep: Class 4 contains 62328 members 
Mstep: Class 5 contains 52961 members 
Mstep: Class 6 contains 9566 members 
Mstep: Class 7 contains 30951 members 
Mstep: Class 9 contains 10313 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 61199 members 
Mstep: Class 14 contains 60586 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 78595 members 
Mstep: Class 17 contains 78764 members 
Mstep: Class 18 contains 17227 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 13302 members 
Mstep: Class 21 contains 45393 members 
Entering Unmasked Estep 
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Iteration 37Q: 21 clusters Score -5.091948e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 11060 members 
Mstep: Class 3 contains 29308 members 
Mstep: Class 4 contains 62352 members 
Mstep: Class 5 contains 52966 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 30798 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 10 contains 6598 members 
Mstep: Class 11 contains 5042 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 61193 members 
Mstep: Class 14 contains 60707 members 
Mstep: Class 15 contains 7271 members 
Mstep: Class 16 contains 78555 members 
Mstep: Class 17 contains 78837 members 
Mstep: Class 18 contains 17238 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13320 members 
Mstep: Class 21 contains 45391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50919612.000000 Penalty: 66446.820312
Iteration 38Q: 21 clusters Score -5.091961e+07 nChanged 956
Entering ConstructFrom: 
Score: -50919612.000000 Penalty: 66446.820312
Entering ConstructFrom: 
Trying to split cluster 1 (64260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64260 members 
Entering Unmasked Estep 
Score: -5113298.500000 Penalty: 2745.531982
	Iteration 0F: 2 clusters Score -5113298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -5070492.000000 Penalty: 5491.063965
	Iteration 0F: 3 clusters Score -5070492 nChanged 29822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -5087449.500000 Penalty: 5491.063965
	Iteration 1F: 3 clusters Score -5087450 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5088858.500000 Penalty: 5491.063965
	Iteration 2Q: 3 clusters Score -5088858 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5091009.500000 Penalty: 5491.063965
	Iteration 3F: 3 clusters Score -5091010 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -5093974.500000 Penalty: 5491.063965
	Iteration 4F: 3 clusters Score -5093974 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5097784.000000 Penalty: 5491.063965
	Iteration 5F: 3 clusters Score -5097784 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5101886.000000 Penalty: 5491.063965
	Iteration 6F: 3 clusters Score -5101886 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5106040.500000 Penalty: 5491.063965
	Iteration 7F: 3 clusters Score -5106040 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -5110131.000000 Penalty: 5491.063965
	Iteration 8F: 3 clusters Score -5110131 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5113811.500000 Penalty: 5491.063965
	Iteration 9F: 3 clusters Score -5113812 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -5116663.500000 Penalty: 5491.063965
	Iteration 10Q: 3 clusters Score -5116664 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5119081.000000 Penalty: 5491.063965
	Iteration 11Q: 3 clusters Score -5119081 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -5121378.000000 Penalty: 5491.063965
	Iteration 12Q: 3 clusters Score -5121378 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5122459.000000 Penalty: 5491.063965
	Iteration 13Q: 3 clusters Score -5122459 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5122776.000000 Penalty: 5491.063965
	Iteration 14Q: 3 clusters Score -5122776 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -5122871.000000 Penalty: 5491.063965
	Iteration 15Q: 3 clusters Score -5122871 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -5122877.500000 Penalty: 5491.063965
	Iteration 16Q: 3 clusters Score -5122878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -5122880.500000 Penalty: 5491.063965
	Iteration 17Q: 3 clusters Score -5122880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5122896.500000 Penalty: 5491.063965
	Iteration 18Q: 3 clusters Score -5122896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5122899.000000 Penalty: 5491.063965
	Iteration 19Q: 3 clusters Score -5122899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5122895.500000 Penalty: 5491.063965
	Iteration 20F: 3 clusters Score -5122896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5122890.000000 Penalty: 5491.063965
	Iteration 21Q: 3 clusters Score -5122890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -5122885.500000 Penalty: 5491.063965
	Iteration 22Q: 3 clusters Score -5122886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -5122890.000000 Penalty: 5491.063965
	Iteration 23Q: 3 clusters Score -5122890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5122893.500000 Penalty: 5491.063965
	Iteration 24Q: 3 clusters Score -5122894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5122896.000000 Penalty: 5491.063965
	Iteration 25Q: 3 clusters Score -5122896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5122894.500000 Penalty: 5491.063965
	Iteration 26Q: 3 clusters Score -5122894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5122902.000000 Penalty: 5491.063965
	Iteration 27Q: 3 clusters Score -5122902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -5122895.500000 Penalty: 5491.063965
	Iteration 28Q: 3 clusters Score -5122896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5122894.500000 Penalty: 5491.063965
	Iteration 29Q: 3 clusters Score -5122894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5122890.500000 Penalty: 5491.063965
	Iteration 30Q: 3 clusters Score -5122890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -5122893.000000 Penalty: 5491.063965
	Iteration 31Q: 3 clusters Score -5122893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5122897.500000 Penalty: 5491.063965
	Iteration 32Q: 3 clusters Score -5122898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5122910.000000 Penalty: 5491.063965
	Iteration 33Q: 3 clusters Score -5122910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -5122913.500000 Penalty: 5491.063965
	Iteration 34Q: 3 clusters Score -5122914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5122911.000000 Penalty: 5491.063965
	Iteration 35Q: 3 clusters Score -5122911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5122908.500000 Penalty: 5491.063965
	Iteration 36Q: 3 clusters Score -5122908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5122905.500000 Penalty: 5491.063965
	Iteration 37Q: 3 clusters Score -5122906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -5122909.000000 Penalty: 5491.063965
	Iteration 38Q: 3 clusters Score -5122909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5122912.000000 Penalty: 5491.063965
	Iteration 39Q: 3 clusters Score -5122912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5122912.000000 Penalty: 5491.063965
	Iteration 40F: 3 clusters Score -5122912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 62379 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 30643 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Entering Unmasked Estep 
Score: -50929288.000000 Penalty: 69769.156250
Splitting cluster 1 changes total score from -50919612.000000 to -50929288.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (11054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Entering Unmasked Estep 
Score: -903399.562500 Penalty: 2309.015869
	Iteration 0F: 2 clusters Score -903399.6 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 5562 members 
Entering Unmasked Estep 
Score: -895059.812500 Penalty: 4618.031738
	Iteration 0F: 3 clusters Score -895059.8 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -897536.437500 Penalty: 4618.031738
	Iteration 1F: 3 clusters Score -897536.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -898014.750000 Penalty: 4618.031738
	Iteration 2F: 3 clusters Score -898014.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -898436.312500 Penalty: 4618.031738
	Iteration 3F: 3 clusters Score -898436.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -898863.562500 Penalty: 4618.031738
	Iteration 4F: 3 clusters Score -898863.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -899379.812500 Penalty: 4618.031738
	Iteration 5F: 3 clusters Score -899379.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -899922.312500 Penalty: 4618.031738
	Iteration 6F: 3 clusters Score -899922.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -900462.750000 Penalty: 4618.031738
	Iteration 7F: 3 clusters Score -900462.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -900839.187500 Penalty: 4618.031738
	Iteration 8Q: 3 clusters Score -900839.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -901084.875000 Penalty: 4618.031738
	Iteration 9Q: 3 clusters Score -901084.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -901233.750000 Penalty: 4618.031738
	Iteration 10Q: 3 clusters Score -901233.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -901313.375000 Penalty: 4618.031738
	Iteration 11Q: 3 clusters Score -901313.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -901356.875000 Penalty: 4618.031738
	Iteration 12Q: 3 clusters Score -901356.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -901395.500000 Penalty: 4618.031738
	Iteration 13Q: 3 clusters Score -901395.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -901427.250000 Penalty: 4618.031738
	Iteration 14Q: 3 clusters Score -901427.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -901451.375000 Penalty: 4618.031738
	Iteration 15Q: 3 clusters Score -901451.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -901471.125000 Penalty: 4618.031738
	Iteration 16Q: 3 clusters Score -901471.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -901483.250000 Penalty: 4618.031738
	Iteration 17Q: 3 clusters Score -901483.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -901491.812500 Penalty: 4618.031738
	Iteration 18Q: 3 clusters Score -901491.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -901502.687500 Penalty: 4618.031738
	Iteration 19Q: 3 clusters Score -901502.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -901512.500000 Penalty: 4618.031738
	Iteration 20F: 3 clusters Score -901512.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -901518.375000 Penalty: 4618.031738
	Iteration 21Q: 3 clusters Score -901518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -901525.437500 Penalty: 4618.031738
	Iteration 22Q: 3 clusters Score -901525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -901525.187500 Penalty: 4618.031738
	Iteration 23Q: 3 clusters Score -901525.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -901527.812500 Penalty: 4618.031738
	Iteration 24Q: 3 clusters Score -901527.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -901531.312500 Penalty: 4618.031738
	Iteration 25Q: 3 clusters Score -901531.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -901535.875000 Penalty: 4618.031738
	Iteration 26Q: 3 clusters Score -901535.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -901540.375000 Penalty: 4618.031738
	Iteration 27Q: 3 clusters Score -901540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -901541.000000 Penalty: 4618.031738
	Iteration 28Q: 3 clusters Score -901541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -901540.437500 Penalty: 4618.031738
	Iteration 29Q: 3 clusters Score -901540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -901543.000000 Penalty: 4618.031738
	Iteration 30Q: 3 clusters Score -901543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -901546.875000 Penalty: 4618.031738
	Iteration 31Q: 3 clusters Score -901546.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -901549.375000 Penalty: 4618.031738
	Iteration 32Q: 3 clusters Score -901549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -901554.250000 Penalty: 4618.031738
	Iteration 33Q: 3 clusters Score -901554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -901555.062500 Penalty: 4618.031738
	Iteration 34Q: 3 clusters Score -901555.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -901556.625000 Penalty: 4618.031738
	Iteration 35Q: 3 clusters Score -901556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -901558.000000 Penalty: 4618.031738
	Iteration 36Q: 3 clusters Score -901558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -901567.375000 Penalty: 4618.031738
	Iteration 37Q: 3 clusters Score -901567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -901569.625000 Penalty: 4618.031738
	Iteration 38Q: 3 clusters Score -901569.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -901572.187500 Penalty: 4618.031738
	Iteration 39Q: 3 clusters Score -901572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -901572.250000 Penalty: 4618.031738
	Iteration 40F: 3 clusters Score -901572.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -901573.750000 Penalty: 4618.031738
	Iteration 41Q: 3 clusters Score -901573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -901573.937500 Penalty: 4618.031738
	Iteration 42Q: 3 clusters Score -901573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -901576.500000 Penalty: 4618.031738
	Iteration 43Q: 3 clusters Score -901576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -901577.937500 Penalty: 4618.031738
	Iteration 44Q: 3 clusters Score -901577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -901579.500000 Penalty: 4618.031738
	Iteration 45Q: 3 clusters Score -901579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -901581.500000 Penalty: 4618.031738
	Iteration 46Q: 3 clusters Score -901581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -901583.937500 Penalty: 4618.031738
	Iteration 47Q: 3 clusters Score -901583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -901587.250000 Penalty: 4618.031738
	Iteration 48Q: 3 clusters Score -901587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -901589.375000 Penalty: 4618.031738
	Iteration 49Q: 3 clusters Score -901589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -901592.187500 Penalty: 4618.031738
	Iteration 50Q: 3 clusters Score -901592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -901597.062500 Penalty: 4618.031738
	Iteration 51Q: 3 clusters Score -901597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -901597.500000 Penalty: 4618.031738
	Iteration 52Q: 3 clusters Score -901597.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -901599.562500 Penalty: 4618.031738
	Iteration 53Q: 3 clusters Score -901599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -901601.187500 Penalty: 4618.031738
	Iteration 54Q: 3 clusters Score -901601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -901602.000000 Penalty: 4618.031738
	Iteration 55Q: 3 clusters Score -901602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -901599.375000 Penalty: 4618.031738
	Iteration 56Q: 3 clusters Score -901599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -901602.500000 Penalty: 4618.031738
	Iteration 57Q: 3 clusters Score -901602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -901609.000000 Penalty: 4618.031738
	Iteration 58Q: 3 clusters Score -901609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -901611.062500 Penalty: 4618.031738
	Iteration 59Q: 3 clusters Score -901611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -901609.437500 Penalty: 4618.031738
	Iteration 60F: 3 clusters Score -901609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -901609.437500 Penalty: 4618.031738
	Iteration 61Q: 3 clusters Score -901609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -901609.875000 Penalty: 4618.031738
	Iteration 62Q: 3 clusters Score -901609.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -901613.375000 Penalty: 4618.031738
	Iteration 63Q: 3 clusters Score -901613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -901613.812500 Penalty: 4618.031738
	Iteration 64Q: 3 clusters Score -901613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -901622.062500 Penalty: 4618.031738
	Iteration 65Q: 3 clusters Score -901622.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -901629.125000 Penalty: 4618.031738
	Iteration 66Q: 3 clusters Score -901629.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -901638.312500 Penalty: 4618.031738
	Iteration 67Q: 3 clusters Score -901638.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -901645.187500 Penalty: 4618.031738
	Iteration 68Q: 3 clusters Score -901645.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -901647.500000 Penalty: 4618.031738
	Iteration 69Q: 3 clusters Score -901647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -901654.000000 Penalty: 4618.031738
	Iteration 70Q: 3 clusters Score -901654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -901660.312500 Penalty: 4618.031738
	Iteration 71Q: 3 clusters Score -901660.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -901661.062500 Penalty: 4618.031738
	Iteration 72Q: 3 clusters Score -901661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -901665.562500 Penalty: 4618.031738
	Iteration 73Q: 3 clusters Score -901665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -901668.562500 Penalty: 4618.031738
	Iteration 74Q: 3 clusters Score -901668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -901674.625000 Penalty: 4618.031738
	Iteration 75Q: 3 clusters Score -901674.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -901684.187500 Penalty: 4618.031738
	Iteration 76Q: 3 clusters Score -901684.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -901689.500000 Penalty: 4618.031738
	Iteration 77Q: 3 clusters Score -901689.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -901698.312500 Penalty: 4618.031738
	Iteration 78Q: 3 clusters Score -901698.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -901699.750000 Penalty: 4618.031738
	Iteration 79Q: 3 clusters Score -901699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -901704.125000 Penalty: 4618.031738
	Iteration 80F: 3 clusters Score -901704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -901706.125000 Penalty: 4618.031738
	Iteration 81Q: 3 clusters Score -901706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -901706.187500 Penalty: 4618.031738
	Iteration 82Q: 3 clusters Score -901706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -901708.937500 Penalty: 4618.031738
	Iteration 83Q: 3 clusters Score -901708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -901713.687500 Penalty: 4618.031738
	Iteration 84Q: 3 clusters Score -901713.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -901716.562500 Penalty: 4618.031738
	Iteration 85Q: 3 clusters Score -901716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -901717.562500 Penalty: 4618.031738
	Iteration 86Q: 3 clusters Score -901717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -901718.312500 Penalty: 4618.031738
	Iteration 87Q: 3 clusters Score -901718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -901717.187500 Penalty: 4618.031738
	Iteration 88Q: 3 clusters Score -901717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -901719.375000 Penalty: 4618.031738
	Iteration 89Q: 3 clusters Score -901719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -901718.625000 Penalty: 4618.031738
	Iteration 90Q: 3 clusters Score -901718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -901720.437500 Penalty: 4618.031738
	Iteration 91Q: 3 clusters Score -901720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -901720.812500 Penalty: 4618.031738
	Iteration 92Q: 3 clusters Score -901720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -901721.875000 Penalty: 4618.031738
	Iteration 93Q: 3 clusters Score -901721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -901724.750000 Penalty: 4618.031738
	Iteration 94Q: 3 clusters Score -901724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -901723.250000 Penalty: 4618.031738
	Iteration 95Q: 3 clusters Score -901723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -901724.812500 Penalty: 4618.031738
	Iteration 96Q: 3 clusters Score -901724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -901724.812500 Penalty: 4618.031738
	Iteration 97F: 3 clusters Score -901724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Entering Unmasked Estep 
Score: -2365186.250000 Penalty: 2550.451660
	Iteration 0F: 2 clusters Score -2365186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2345106.750000 Penalty: 5100.903320
	Iteration 0F: 3 clusters Score -2345107 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2352343.000000 Penalty: 5100.903320
	Iteration 1F: 3 clusters Score -2352343 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2352967.250000 Penalty: 5100.903320
	Iteration 2F: 3 clusters Score -2352967 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2353685.250000 Penalty: 5100.903320
	Iteration 3F: 3 clusters Score -2353685 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2354656.250000 Penalty: 5100.903320
	Iteration 4F: 3 clusters Score -2354656 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2355997.250000 Penalty: 5100.903320
	Iteration 5F: 3 clusters Score -2355997 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2357773.750000 Penalty: 5100.903320
	Iteration 6F: 3 clusters Score -2357774 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2359537.750000 Penalty: 5100.903320
	Iteration 7F: 3 clusters Score -2359538 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2360901.750000 Penalty: 5100.903320
	Iteration 8F: 3 clusters Score -2360902 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2361761.250000 Penalty: 5100.903320
	Iteration 9Q: 3 clusters Score -2361761 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2362237.000000 Penalty: 5100.903320
	Iteration 10Q: 3 clusters Score -2362237 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2362541.750000 Penalty: 5100.903320
	Iteration 11Q: 3 clusters Score -2362542 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2362714.500000 Penalty: 5100.903320
	Iteration 12Q: 3 clusters Score -2362714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2362817.000000 Penalty: 5100.903320
	Iteration 13Q: 3 clusters Score -2362817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2362891.250000 Penalty: 5100.903320
	Iteration 14Q: 3 clusters Score -2362891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2362941.250000 Penalty: 5100.903320
	Iteration 15Q: 3 clusters Score -2362941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2362967.500000 Penalty: 5100.903320
	Iteration 16Q: 3 clusters Score -2362968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2362989.500000 Penalty: 5100.903320
	Iteration 17Q: 3 clusters Score -2362990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2363000.250000 Penalty: 5100.903320
	Iteration 18Q: 3 clusters Score -2363000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2363008.250000 Penalty: 5100.903320
	Iteration 19Q: 3 clusters Score -2363008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2363015.250000 Penalty: 5100.903320
	Iteration 20F: 3 clusters Score -2363015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2363027.000000 Penalty: 5100.903320
	Iteration 21Q: 3 clusters Score -2363027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2363037.500000 Penalty: 5100.903320
	Iteration 22Q: 3 clusters Score -2363038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2363046.000000 Penalty: 5100.903320
	Iteration 23Q: 3 clusters Score -2363046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2363049.250000 Penalty: 5100.903320
	Iteration 24Q: 3 clusters Score -2363049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2363050.250000 Penalty: 5100.903320
	Iteration 25Q: 3 clusters Score -2363050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2363054.500000 Penalty: 5100.903320
	Iteration 26Q: 3 clusters Score -2363054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2363058.000000 Penalty: 5100.903320
	Iteration 27Q: 3 clusters Score -2363058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2363058.000000 Penalty: 5100.903320
	Iteration 28F: 3 clusters Score -2363058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Entering Unmasked Estep 
Score: -5165725.500000 Penalty: 2738.164062
	Iteration 0F: 2 clusters Score -5165726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5123735.000000 Penalty: 5476.328125
	Iteration 0F: 3 clusters Score -5123735 nChanged 29278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -5140823.000000 Penalty: 5476.328125
	Iteration 1F: 3 clusters Score -5140823 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5143752.000000 Penalty: 5476.328125
	Iteration 2F: 3 clusters Score -5143752 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5148632.500000 Penalty: 5476.328125
	Iteration 3F: 3 clusters Score -5148632 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -5154834.000000 Penalty: 5476.328125
	Iteration 4F: 3 clusters Score -5154834 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5160205.000000 Penalty: 5476.328125
	Iteration 5F: 3 clusters Score -5160205 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -5163500.000000 Penalty: 5476.328125
	Iteration 6F: 3 clusters Score -5163500 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -5165297.000000 Penalty: 5476.328125
	Iteration 7Q: 3 clusters Score -5165297 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -5166401.000000 Penalty: 5476.328125
	Iteration 8Q: 3 clusters Score -5166401 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -5167202.000000 Penalty: 5476.328125
	Iteration 9Q: 3 clusters Score -5167202 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -5167718.500000 Penalty: 5476.328125
	Iteration 10Q: 3 clusters Score -5167718 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -5168052.000000 Penalty: 5476.328125
	Iteration 11Q: 3 clusters Score -5168052 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -5168333.000000 Penalty: 5476.328125
	Iteration 12Q: 3 clusters Score -5168333 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -5168482.000000 Penalty: 5476.328125
	Iteration 13Q: 3 clusters Score -5168482 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -5168539.000000 Penalty: 5476.328125
	Iteration 14Q: 3 clusters Score -5168539 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -5168625.500000 Penalty: 5476.328125
	Iteration 15Q: 3 clusters Score -5168626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -5168682.500000 Penalty: 5476.328125
	Iteration 16Q: 3 clusters Score -5168682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -5168716.000000 Penalty: 5476.328125
	Iteration 17Q: 3 clusters Score -5168716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -5168734.500000 Penalty: 5476.328125
	Iteration 18Q: 3 clusters Score -5168734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -5168738.000000 Penalty: 5476.328125
	Iteration 19Q: 3 clusters Score -5168738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -5168742.500000 Penalty: 5476.328125
	Iteration 20F: 3 clusters Score -5168742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -5168765.000000 Penalty: 5476.328125
	Iteration 21Q: 3 clusters Score -5168765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -5168772.500000 Penalty: 5476.328125
	Iteration 22Q: 3 clusters Score -5168772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -5168773.500000 Penalty: 5476.328125
	Iteration 23Q: 3 clusters Score -5168774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -5168778.000000 Penalty: 5476.328125
	Iteration 24Q: 3 clusters Score -5168778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -5168768.500000 Penalty: 5476.328125
	Iteration 25Q: 3 clusters Score -5168768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -5168768.000000 Penalty: 5476.328125
	Iteration 26Q: 3 clusters Score -5168768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -5168767.500000 Penalty: 5476.328125
	Iteration 27Q: 3 clusters Score -5168768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -5168772.000000 Penalty: 5476.328125
	Iteration 28Q: 3 clusters Score -5168772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -5168761.500000 Penalty: 5476.328125
	Iteration 29Q: 3 clusters Score -5168762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -5168770.000000 Penalty: 5476.328125
	Iteration 30Q: 3 clusters Score -5168770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -5168761.000000 Penalty: 5476.328125
	Iteration 31Q: 3 clusters Score -5168761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -5168765.500000 Penalty: 5476.328125
	Iteration 32Q: 3 clusters Score -5168766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -5168769.000000 Penalty: 5476.328125
	Iteration 33Q: 3 clusters Score -5168769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -5168766.000000 Penalty: 5476.328125
	Iteration 34Q: 3 clusters Score -5168766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -5168771.000000 Penalty: 5476.328125
	Iteration 35Q: 3 clusters Score -5168771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -5168771.000000 Penalty: 5476.328125
	Iteration 36Q: 3 clusters Score -5168771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -5168768.000000 Penalty: 5476.328125
	Iteration 37Q: 3 clusters Score -5168768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -5168765.000000 Penalty: 5476.328125
	Iteration 38Q: 3 clusters Score -5168765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -5168769.000000 Penalty: 5476.328125
	Iteration 39Q: 3 clusters Score -5168769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -5168769.000000 Penalty: 5476.328125
	Iteration 40F: 3 clusters Score -5168769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -5168765.500000 Penalty: 5476.328125
	Iteration 41Q: 3 clusters Score -5168766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -5168773.000000 Penalty: 5476.328125
	Iteration 42Q: 3 clusters Score -5168773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -5168772.000000 Penalty: 5476.328125
	Iteration 43Q: 3 clusters Score -5168772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -5168769.000000 Penalty: 5476.328125
	Iteration 44Q: 3 clusters Score -5168769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -5168763.000000 Penalty: 5476.328125
	Iteration 45Q: 3 clusters Score -5168763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -5168768.000000 Penalty: 5476.328125
	Iteration 46Q: 3 clusters Score -5168768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -5168766.500000 Penalty: 5476.328125
	Iteration 47Q: 3 clusters Score -5168766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -5168773.000000 Penalty: 5476.328125
	Iteration 48Q: 3 clusters Score -5168773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -5168770.000000 Penalty: 5476.328125
	Iteration 49Q: 3 clusters Score -5168770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -5168764.500000 Penalty: 5476.328125
	Iteration 50Q: 3 clusters Score -5168764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 58937 members 
Entering Unmasked Estep 
Score: -5168763.000000 Penalty: 5476.328125
	Iteration 51Q: 3 clusters Score -5168763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -5168764.500000 Penalty: 5476.328125
	Iteration 52Q: 3 clusters Score -5168764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -5168764.500000 Penalty: 5476.328125
	Iteration 53F: 3 clusters Score -5168764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 30643 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Entering Unmasked Estep 
Score: -50931860.000000 Penalty: 73091.500000
Splitting cluster 4 changes total score from -50919612.000000 to -50931860.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (52953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Entering Unmasked Estep 
Score: -4254006.000000 Penalty: 2697.535645
	Iteration 0F: 2 clusters Score -4254006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -4218286.500000 Penalty: 5395.071289
	Iteration 0F: 3 clusters Score -4218286 nChanged 24689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4232785.000000 Penalty: 5395.071289
	Iteration 1F: 3 clusters Score -4232785 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4233856.500000 Penalty: 5395.071289
	Iteration 2F: 3 clusters Score -4233856 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4235138.500000 Penalty: 5395.071289
	Iteration 3F: 3 clusters Score -4235138 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4236576.500000 Penalty: 5395.071289
	Iteration 4F: 3 clusters Score -4236576 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4238175.500000 Penalty: 5395.071289
	Iteration 5F: 3 clusters Score -4238176 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4239829.000000 Penalty: 5395.071289
	Iteration 6F: 3 clusters Score -4239829 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4241337.000000 Penalty: 5395.071289
	Iteration 7F: 3 clusters Score -4241337 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4242556.000000 Penalty: 5395.071289
	Iteration 8Q: 3 clusters Score -4242556 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -4243580.000000 Penalty: 5395.071289
	Iteration 9Q: 3 clusters Score -4243580 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -4244583.000000 Penalty: 5395.071289
	Iteration 10Q: 3 clusters Score -4244583 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4245443.000000 Penalty: 5395.071289
	Iteration 11Q: 3 clusters Score -4245443 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -4246324.000000 Penalty: 5395.071289
	Iteration 12Q: 3 clusters Score -4246324 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4247281.000000 Penalty: 5395.071289
	Iteration 13Q: 3 clusters Score -4247281 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -4248183.500000 Penalty: 5395.071289
	Iteration 14Q: 3 clusters Score -4248184 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -4248956.500000 Penalty: 5395.071289
	Iteration 15Q: 3 clusters Score -4248956 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -4249661.000000 Penalty: 5395.071289
	Iteration 16Q: 3 clusters Score -4249661 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -4250272.500000 Penalty: 5395.071289
	Iteration 17Q: 3 clusters Score -4250272 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -4250744.000000 Penalty: 5395.071289
	Iteration 18Q: 3 clusters Score -4250744 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -4251067.500000 Penalty: 5395.071289
	Iteration 19Q: 3 clusters Score -4251068 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -4251318.000000 Penalty: 5395.071289
	Iteration 20F: 3 clusters Score -4251318 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -4251480.500000 Penalty: 5395.071289
	Iteration 21Q: 3 clusters Score -4251480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -4251592.500000 Penalty: 5395.071289
	Iteration 22Q: 3 clusters Score -4251592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -4251685.500000 Penalty: 5395.071289
	Iteration 23Q: 3 clusters Score -4251686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -4251746.000000 Penalty: 5395.071289
	Iteration 24Q: 3 clusters Score -4251746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -4251766.500000 Penalty: 5395.071289
	Iteration 25Q: 3 clusters Score -4251766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -4251793.000000 Penalty: 5395.071289
	Iteration 26Q: 3 clusters Score -4251793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -4251829.500000 Penalty: 5395.071289
	Iteration 27Q: 3 clusters Score -4251830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -4251844.000000 Penalty: 5395.071289
	Iteration 28Q: 3 clusters Score -4251844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -4251855.000000 Penalty: 5395.071289
	Iteration 29Q: 3 clusters Score -4251855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -4251878.500000 Penalty: 5395.071289
	Iteration 30Q: 3 clusters Score -4251878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -4251885.500000 Penalty: 5395.071289
	Iteration 31Q: 3 clusters Score -4251886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -4251897.500000 Penalty: 5395.071289
	Iteration 32Q: 3 clusters Score -4251898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -4251907.000000 Penalty: 5395.071289
	Iteration 33Q: 3 clusters Score -4251907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -4251909.500000 Penalty: 5395.071289
	Iteration 34Q: 3 clusters Score -4251910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -4251910.500000 Penalty: 5395.071289
	Iteration 35Q: 3 clusters Score -4251910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -4251917.500000 Penalty: 5395.071289
	Iteration 36Q: 3 clusters Score -4251918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -4251923.500000 Penalty: 5395.071289
	Iteration 37Q: 3 clusters Score -4251924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -4251920.000000 Penalty: 5395.071289
	Iteration 38Q: 3 clusters Score -4251920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4251919.000000 Penalty: 5395.071289
	Iteration 39Q: 3 clusters Score -4251919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -4251918.000000 Penalty: 5395.071289
	Iteration 40F: 3 clusters Score -4251918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4251913.500000 Penalty: 5395.071289
	Iteration 41Q: 3 clusters Score -4251914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -4251921.000000 Penalty: 5395.071289
	Iteration 42Q: 3 clusters Score -4251921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4251922.500000 Penalty: 5395.071289
	Iteration 43Q: 3 clusters Score -4251922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4251924.000000 Penalty: 5395.071289
	Iteration 44Q: 3 clusters Score -4251924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -4251919.500000 Penalty: 5395.071289
	Iteration 45Q: 3 clusters Score -4251920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -4251921.500000 Penalty: 5395.071289
	Iteration 46Q: 3 clusters Score -4251922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -4251923.500000 Penalty: 5395.071289
	Iteration 47Q: 3 clusters Score -4251924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -4251921.500000 Penalty: 5395.071289
	Iteration 48Q: 3 clusters Score -4251922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -4251925.000000 Penalty: 5395.071289
	Iteration 49Q: 3 clusters Score -4251925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -4251928.000000 Penalty: 5395.071289
	Iteration 50Q: 3 clusters Score -4251928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -4251924.500000 Penalty: 5395.071289
	Iteration 51Q: 3 clusters Score -4251924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -4251931.500000 Penalty: 5395.071289
	Iteration 52Q: 3 clusters Score -4251932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -4251932.500000 Penalty: 5395.071289
	Iteration 53Q: 3 clusters Score -4251932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -4251931.500000 Penalty: 5395.071289
	Iteration 54Q: 3 clusters Score -4251932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -4251936.000000 Penalty: 5395.071289
	Iteration 55Q: 3 clusters Score -4251936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -4251952.000000 Penalty: 5395.071289
	Iteration 56Q: 3 clusters Score -4251952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -4251951.500000 Penalty: 5395.071289
	Iteration 57Q: 3 clusters Score -4251952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -4251959.000000 Penalty: 5395.071289
	Iteration 58Q: 3 clusters Score -4251959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -4251966.000000 Penalty: 5395.071289
	Iteration 59Q: 3 clusters Score -4251966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -4251970.000000 Penalty: 5395.071289
	Iteration 60F: 3 clusters Score -4251970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -4251968.000000 Penalty: 5395.071289
	Iteration 61Q: 3 clusters Score -4251968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -4251976.000000 Penalty: 5395.071289
	Iteration 62Q: 3 clusters Score -4251976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -4251982.000000 Penalty: 5395.071289
	Iteration 63Q: 3 clusters Score -4251982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -4251987.500000 Penalty: 5395.071289
	Iteration 64Q: 3 clusters Score -4251988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -4251985.000000 Penalty: 5395.071289
	Iteration 65Q: 3 clusters Score -4251985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -4251990.500000 Penalty: 5395.071289
	Iteration 66Q: 3 clusters Score -4251990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -4251995.500000 Penalty: 5395.071289
	Iteration 67Q: 3 clusters Score -4251996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -4251996.500000 Penalty: 5395.071289
	Iteration 68Q: 3 clusters Score -4251996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -4252003.500000 Penalty: 5395.071289
	Iteration 69Q: 3 clusters Score -4252004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -4252009.500000 Penalty: 5395.071289
	Iteration 70Q: 3 clusters Score -4252010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -4252026.000000 Penalty: 5395.071289
	Iteration 71Q: 3 clusters Score -4252026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -4252046.000000 Penalty: 5395.071289
	Iteration 72Q: 3 clusters Score -4252046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4252060.000000 Penalty: 5395.071289
	Iteration 73Q: 3 clusters Score -4252060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -4252067.000000 Penalty: 5395.071289
	Iteration 74Q: 3 clusters Score -4252067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -4252076.000000 Penalty: 5395.071289
	Iteration 75Q: 3 clusters Score -4252076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -4252071.500000 Penalty: 5395.071289
	Iteration 76Q: 3 clusters Score -4252072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4252083.000000 Penalty: 5395.071289
	Iteration 77Q: 3 clusters Score -4252083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -4252087.000000 Penalty: 5395.071289
	Iteration 78Q: 3 clusters Score -4252087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -4252098.500000 Penalty: 5395.071289
	Iteration 79Q: 3 clusters Score -4252098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -4252108.500000 Penalty: 5395.071289
	Iteration 80F: 3 clusters Score -4252108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -4252104.000000 Penalty: 5395.071289
	Iteration 81Q: 3 clusters Score -4252104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -4252106.500000 Penalty: 5395.071289
	Iteration 82Q: 3 clusters Score -4252106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -4252117.500000 Penalty: 5395.071289
	Iteration 83Q: 3 clusters Score -4252118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -4252114.000000 Penalty: 5395.071289
	Iteration 84Q: 3 clusters Score -4252114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -4252112.000000 Penalty: 5395.071289
	Iteration 85Q: 3 clusters Score -4252112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -4252114.500000 Penalty: 5395.071289
	Iteration 86Q: 3 clusters Score -4252114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -4252113.000000 Penalty: 5395.071289
	Iteration 87Q: 3 clusters Score -4252113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -4252120.000000 Penalty: 5395.071289
	Iteration 88Q: 3 clusters Score -4252120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -4252122.000000 Penalty: 5395.071289
	Iteration 89Q: 3 clusters Score -4252122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -4252124.000000 Penalty: 5395.071289
	Iteration 90Q: 3 clusters Score -4252124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -4252121.500000 Penalty: 5395.071289
	Iteration 91Q: 3 clusters Score -4252122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -4252122.500000 Penalty: 5395.071289
	Iteration 92Q: 3 clusters Score -4252122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4252126.000000 Penalty: 5395.071289
	Iteration 93Q: 3 clusters Score -4252126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4252126.000000 Penalty: 5395.071289
	Iteration 94F: 3 clusters Score -4252126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -766124.062500 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -766124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -758677.250000 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -758677.2 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -760901.750000 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -760901.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -761234.375000 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -761234.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -761553.687500 Penalty: 4546.373047
	Iteration 3F: 3 clusters Score -761553.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -761909.625000 Penalty: 4546.373047
	Iteration 4F: 3 clusters Score -761909.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -762340.812500 Penalty: 4546.373047
	Iteration 5F: 3 clusters Score -762340.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -762778.000000 Penalty: 4546.373047
	Iteration 6F: 3 clusters Score -762778 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -763170.500000 Penalty: 4546.373047
	Iteration 7F: 3 clusters Score -763170.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -763457.937500 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -763457.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -763650.000000 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -763650 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -763799.437500 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -763799.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -763900.437500 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -763900.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -763962.812500 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -763962.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -764005.312500 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -764005.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -764030.125000 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -764030.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -764055.812500 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -764055.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -764078.562500 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -764078.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -764096.625000 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -764096.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -764115.000000 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -764115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -764132.125000 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -764132.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -764147.750000 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -764147.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -764166.437500 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -764166.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -764177.937500 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -764177.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -764188.625000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -764188.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -764201.312500 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -764201.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -764218.750000 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -764218.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -764228.937500 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -764228.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -764239.187500 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -764239.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -764250.625000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -764250.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -764267.875000 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -764267.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -764291.875000 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -764291.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -764312.437500 Penalty: 4546.373047
	Iteration 31Q: 3 clusters Score -764312.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -764340.750000 Penalty: 4546.373047
	Iteration 32Q: 3 clusters Score -764340.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -764362.875000 Penalty: 4546.373047
	Iteration 33Q: 3 clusters Score -764362.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -764387.312500 Penalty: 4546.373047
	Iteration 34Q: 3 clusters Score -764387.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -764407.437500 Penalty: 4546.373047
	Iteration 35Q: 3 clusters Score -764407.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -764426.562500 Penalty: 4546.373047
	Iteration 36Q: 3 clusters Score -764426.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -764440.562500 Penalty: 4546.373047
	Iteration 37Q: 3 clusters Score -764440.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -764458.937500 Penalty: 4546.373047
	Iteration 38Q: 3 clusters Score -764458.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -764473.937500 Penalty: 4546.373047
	Iteration 39Q: 3 clusters Score -764473.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -764484.562500 Penalty: 4546.373047
	Iteration 40F: 3 clusters Score -764484.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -764493.437500 Penalty: 4546.373047
	Iteration 41Q: 3 clusters Score -764493.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -764505.875000 Penalty: 4546.373047
	Iteration 42Q: 3 clusters Score -764505.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -764515.312500 Penalty: 4546.373047
	Iteration 43Q: 3 clusters Score -764515.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -764526.625000 Penalty: 4546.373047
	Iteration 44Q: 3 clusters Score -764526.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -764534.125000 Penalty: 4546.373047
	Iteration 45Q: 3 clusters Score -764534.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -764542.312500 Penalty: 4546.373047
	Iteration 46Q: 3 clusters Score -764542.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -764551.812500 Penalty: 4546.373047
	Iteration 47Q: 3 clusters Score -764551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -764558.625000 Penalty: 4546.373047
	Iteration 48Q: 3 clusters Score -764558.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -764563.187500 Penalty: 4546.373047
	Iteration 49Q: 3 clusters Score -764563.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -764566.875000 Penalty: 4546.373047
	Iteration 50Q: 3 clusters Score -764566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -764572.187500 Penalty: 4546.373047
	Iteration 51Q: 3 clusters Score -764572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -764574.125000 Penalty: 4546.373047
	Iteration 52Q: 3 clusters Score -764574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -764578.750000 Penalty: 4546.373047
	Iteration 53Q: 3 clusters Score -764578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -764584.687500 Penalty: 4546.373047
	Iteration 54Q: 3 clusters Score -764584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -764585.875000 Penalty: 4546.373047
	Iteration 55Q: 3 clusters Score -764585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -764589.187500 Penalty: 4546.373047
	Iteration 56Q: 3 clusters Score -764589.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -764589.562500 Penalty: 4546.373047
	Iteration 57Q: 3 clusters Score -764589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -764590.375000 Penalty: 4546.373047
	Iteration 58Q: 3 clusters Score -764590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -764593.625000 Penalty: 4546.373047
	Iteration 59Q: 3 clusters Score -764593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -764596.312500 Penalty: 4546.373047
	Iteration 60F: 3 clusters Score -764596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -764598.750000 Penalty: 4546.373047
	Iteration 61Q: 3 clusters Score -764598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -764601.750000 Penalty: 4546.373047
	Iteration 62Q: 3 clusters Score -764601.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -764602.562500 Penalty: 4546.373047
	Iteration 63Q: 3 clusters Score -764602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -764609.312500 Penalty: 4546.373047
	Iteration 64Q: 3 clusters Score -764609.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -764614.625000 Penalty: 4546.373047
	Iteration 65Q: 3 clusters Score -764614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -764617.562500 Penalty: 4546.373047
	Iteration 66Q: 3 clusters Score -764617.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -764623.625000 Penalty: 4546.373047
	Iteration 67Q: 3 clusters Score -764623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -764627.062500 Penalty: 4546.373047
	Iteration 68Q: 3 clusters Score -764627.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -764630.625000 Penalty: 4546.373047
	Iteration 69Q: 3 clusters Score -764630.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -764636.062500 Penalty: 4546.373047
	Iteration 70Q: 3 clusters Score -764636.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -764639.000000 Penalty: 4546.373047
	Iteration 71Q: 3 clusters Score -764639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -764640.625000 Penalty: 4546.373047
	Iteration 72Q: 3 clusters Score -764640.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -764646.750000 Penalty: 4546.373047
	Iteration 73Q: 3 clusters Score -764646.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -764650.312500 Penalty: 4546.373047
	Iteration 74Q: 3 clusters Score -764650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -764652.500000 Penalty: 4546.373047
	Iteration 75Q: 3 clusters Score -764652.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -764656.437500 Penalty: 4546.373047
	Iteration 76Q: 3 clusters Score -764656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -764660.375000 Penalty: 4546.373047
	Iteration 77Q: 3 clusters Score -764660.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -764663.875000 Penalty: 4546.373047
	Iteration 78Q: 3 clusters Score -764663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -764670.812500 Penalty: 4546.373047
	Iteration 79Q: 3 clusters Score -764670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -764677.500000 Penalty: 4546.373047
	Iteration 80F: 3 clusters Score -764677.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -764685.562500 Penalty: 4546.373047
	Iteration 81Q: 3 clusters Score -764685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -764694.062500 Penalty: 4546.373047
	Iteration 82Q: 3 clusters Score -764694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -764701.687500 Penalty: 4546.373047
	Iteration 83Q: 3 clusters Score -764701.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -764707.500000 Penalty: 4546.373047
	Iteration 84Q: 3 clusters Score -764707.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -764709.312500 Penalty: 4546.373047
	Iteration 85Q: 3 clusters Score -764709.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -764712.187500 Penalty: 4546.373047
	Iteration 86Q: 3 clusters Score -764712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -764713.250000 Penalty: 4546.373047
	Iteration 87Q: 3 clusters Score -764713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -764714.875000 Penalty: 4546.373047
	Iteration 88Q: 3 clusters Score -764714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -764716.937500 Penalty: 4546.373047
	Iteration 89Q: 3 clusters Score -764716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -764718.500000 Penalty: 4546.373047
	Iteration 90Q: 3 clusters Score -764718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -764720.687500 Penalty: 4546.373047
	Iteration 91Q: 3 clusters Score -764720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -764721.062500 Penalty: 4546.373047
	Iteration 92Q: 3 clusters Score -764721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -764724.000000 Penalty: 4546.373047
	Iteration 93Q: 3 clusters Score -764724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -764724.000000 Penalty: 4546.373047
	Iteration 94F: 3 clusters Score -764724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Entering Unmasked Estep 
Score: -2522752.750000 Penalty: 2561.879395
	Iteration 0F: 2 clusters Score -2522753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2501839.500000 Penalty: 5123.758789
	Iteration 0F: 3 clusters Score -2501840 nChanged 13973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2510183.750000 Penalty: 5123.758789
	Iteration 1F: 3 clusters Score -2510184 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2512348.500000 Penalty: 5123.758789
	Iteration 2F: 3 clusters Score -2512348 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2515818.500000 Penalty: 5123.758789
	Iteration 3F: 3 clusters Score -2515818 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2520236.500000 Penalty: 5123.758789
	Iteration 4F: 3 clusters Score -2520236 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2524732.250000 Penalty: 5123.758789
	Iteration 5F: 3 clusters Score -2524732 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2528840.000000 Penalty: 5123.758789
	Iteration 6F: 3 clusters Score -2528840 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2531723.750000 Penalty: 5123.758789
	Iteration 7F: 3 clusters Score -2531724 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2533189.500000 Penalty: 5123.758789
	Iteration 8Q: 3 clusters Score -2533190 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2533869.000000 Penalty: 5123.758789
	Iteration 9Q: 3 clusters Score -2533869 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2534124.500000 Penalty: 5123.758789
	Iteration 10Q: 3 clusters Score -2534124 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2534234.750000 Penalty: 5123.758789
	Iteration 11Q: 3 clusters Score -2534235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2534289.000000 Penalty: 5123.758789
	Iteration 12Q: 3 clusters Score -2534289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2534313.500000 Penalty: 5123.758789
	Iteration 13Q: 3 clusters Score -2534314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2534336.000000 Penalty: 5123.758789
	Iteration 14Q: 3 clusters Score -2534336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2534351.500000 Penalty: 5123.758789
	Iteration 15Q: 3 clusters Score -2534352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2534361.000000 Penalty: 5123.758789
	Iteration 16Q: 3 clusters Score -2534361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2534381.250000 Penalty: 5123.758789
	Iteration 17Q: 3 clusters Score -2534381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2534399.000000 Penalty: 5123.758789
	Iteration 18Q: 3 clusters Score -2534399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2534406.250000 Penalty: 5123.758789
	Iteration 19Q: 3 clusters Score -2534406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2534420.750000 Penalty: 5123.758789
	Iteration 20F: 3 clusters Score -2534421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2534429.500000 Penalty: 5123.758789
	Iteration 21Q: 3 clusters Score -2534430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2534435.000000 Penalty: 5123.758789
	Iteration 22Q: 3 clusters Score -2534435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2534443.500000 Penalty: 5123.758789
	Iteration 23Q: 3 clusters Score -2534444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2534461.250000 Penalty: 5123.758789
	Iteration 24Q: 3 clusters Score -2534461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2534470.000000 Penalty: 5123.758789
	Iteration 25Q: 3 clusters Score -2534470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2534481.000000 Penalty: 5123.758789
	Iteration 26Q: 3 clusters Score -2534481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2534480.000000 Penalty: 5123.758789
	Iteration 27Q: 3 clusters Score -2534480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2534472.500000 Penalty: 5123.758789
	Iteration 28Q: 3 clusters Score -2534472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2534492.000000 Penalty: 5123.758789
	Iteration 29Q: 3 clusters Score -2534492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2534501.000000 Penalty: 5123.758789
	Iteration 30Q: 3 clusters Score -2534501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2534501.500000 Penalty: 5123.758789
	Iteration 31Q: 3 clusters Score -2534502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2534502.500000 Penalty: 5123.758789
	Iteration 32Q: 3 clusters Score -2534502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2534503.000000 Penalty: 5123.758789
	Iteration 33Q: 3 clusters Score -2534503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2534502.000000 Penalty: 5123.758789
	Iteration 34Q: 3 clusters Score -2534502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2534505.250000 Penalty: 5123.758789
	Iteration 35Q: 3 clusters Score -2534505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2534508.500000 Penalty: 5123.758789
	Iteration 36Q: 3 clusters Score -2534508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2534505.000000 Penalty: 5123.758789
	Iteration 37Q: 3 clusters Score -2534505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2534506.000000 Penalty: 5123.758789
	Iteration 38Q: 3 clusters Score -2534506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2534504.750000 Penalty: 5123.758789
	Iteration 39Q: 3 clusters Score -2534505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2534506.500000 Penalty: 5123.758789
	Iteration 40F: 3 clusters Score -2534506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Entering Unmasked Estep 
Score: -50942596.000000 Penalty: 76413.843750
Splitting cluster 7 changes total score from -50919612.000000 to -50942596.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (10308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Entering Unmasked Estep 
Score: -845671.250000 Penalty: 2291.687744
	Iteration 0F: 2 clusters Score -845671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -837864.562500 Penalty: 4583.375488
	Iteration 0F: 3 clusters Score -837864.6 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -840849.500000 Penalty: 4583.375488
	Iteration 1F: 3 clusters Score -840849.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -841838.062500 Penalty: 4583.375488
	Iteration 2F: 3 clusters Score -841838.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -842554.187500 Penalty: 4583.375488
	Iteration 3F: 3 clusters Score -842554.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -843112.562500 Penalty: 4583.375488
	Iteration 4F: 3 clusters Score -843112.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -843565.562500 Penalty: 4583.375488
	Iteration 5F: 3 clusters Score -843565.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -843940.437500 Penalty: 4583.375488
	Iteration 6F: 3 clusters Score -843940.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -844250.187500 Penalty: 4583.375488
	Iteration 7Q: 3 clusters Score -844250.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -844539.375000 Penalty: 4583.375488
	Iteration 8Q: 3 clusters Score -844539.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -844818.437500 Penalty: 4583.375488
	Iteration 9Q: 3 clusters Score -844818.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -845075.125000 Penalty: 4583.375488
	Iteration 10Q: 3 clusters Score -845075.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -845280.562500 Penalty: 4583.375488
	Iteration 11Q: 3 clusters Score -845280.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -845445.437500 Penalty: 4583.375488
	Iteration 12Q: 3 clusters Score -845445.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -845581.562500 Penalty: 4583.375488
	Iteration 13Q: 3 clusters Score -845581.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -845687.875000 Penalty: 4583.375488
	Iteration 14Q: 3 clusters Score -845687.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -845771.500000 Penalty: 4583.375488
	Iteration 15Q: 3 clusters Score -845771.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -845820.500000 Penalty: 4583.375488
	Iteration 16Q: 3 clusters Score -845820.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -845865.500000 Penalty: 4583.375488
	Iteration 17Q: 3 clusters Score -845865.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -845894.812500 Penalty: 4583.375488
	Iteration 18Q: 3 clusters Score -845894.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -845922.937500 Penalty: 4583.375488
	Iteration 19Q: 3 clusters Score -845922.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -845948.437500 Penalty: 4583.375488
	Iteration 20F: 3 clusters Score -845948.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -845966.500000 Penalty: 4583.375488
	Iteration 21Q: 3 clusters Score -845966.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -845981.875000 Penalty: 4583.375488
	Iteration 22Q: 3 clusters Score -845981.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -846000.812500 Penalty: 4583.375488
	Iteration 23Q: 3 clusters Score -846000.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -846009.937500 Penalty: 4583.375488
	Iteration 24Q: 3 clusters Score -846009.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -846016.375000 Penalty: 4583.375488
	Iteration 25Q: 3 clusters Score -846016.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -846023.187500 Penalty: 4583.375488
	Iteration 26Q: 3 clusters Score -846023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -846029.375000 Penalty: 4583.375488
	Iteration 27Q: 3 clusters Score -846029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -846033.062500 Penalty: 4583.375488
	Iteration 28Q: 3 clusters Score -846033.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -846036.500000 Penalty: 4583.375488
	Iteration 29Q: 3 clusters Score -846036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -846040.750000 Penalty: 4583.375488
	Iteration 30Q: 3 clusters Score -846040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -846041.437500 Penalty: 4583.375488
	Iteration 31Q: 3 clusters Score -846041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -846042.187500 Penalty: 4583.375488
	Iteration 32Q: 3 clusters Score -846042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -846044.125000 Penalty: 4583.375488
	Iteration 33Q: 3 clusters Score -846044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -846045.000000 Penalty: 4583.375488
	Iteration 34Q: 3 clusters Score -846045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -846046.125000 Penalty: 4583.375488
	Iteration 35Q: 3 clusters Score -846046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -846048.750000 Penalty: 4583.375488
	Iteration 36Q: 3 clusters Score -846048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -846047.062500 Penalty: 4583.375488
	Iteration 37Q: 3 clusters Score -846047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -846047.500000 Penalty: 4583.375488
	Iteration 38Q: 3 clusters Score -846047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -846049.500000 Penalty: 4583.375488
	Iteration 39Q: 3 clusters Score -846049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -846049.500000 Penalty: 4583.375488
	Iteration 40F: 3 clusters Score -846049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Entering Unmasked Estep 
Score: -50941876.000000 Penalty: 79736.179688
Splitting cluster 9 changes total score from -50919612.000000 to -50941876.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (6569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Entering Unmasked Estep 
Score: -445219.406250 Penalty: 2179.948975
	Iteration 0F: 2 clusters Score -445219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -439870.906250 Penalty: 4359.897949
	Iteration 0F: 3 clusters Score -439870.9 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -442369.187500 Penalty: 4359.897949
	Iteration 1F: 3 clusters Score -442369.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -443540.656250 Penalty: 4359.897949
	Iteration 2F: 3 clusters Score -443540.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -444787.218750 Penalty: 4359.897949
	Iteration 3F: 3 clusters Score -444787.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -445437.781250 Penalty: 4359.897949
	Iteration 4F: 3 clusters Score -445437.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -445754.218750 Penalty: 4359.897949
	Iteration 5Q: 3 clusters Score -445754.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -445892.468750 Penalty: 4359.897949
	Iteration 6Q: 3 clusters Score -445892.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -445967.812500 Penalty: 4359.897949
	Iteration 7Q: 3 clusters Score -445967.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -446016.031250 Penalty: 4359.897949
	Iteration 8Q: 3 clusters Score -446016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -446061.156250 Penalty: 4359.897949
	Iteration 9Q: 3 clusters Score -446061.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -446096.468750 Penalty: 4359.897949
	Iteration 10Q: 3 clusters Score -446096.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -446136.250000 Penalty: 4359.897949
	Iteration 11Q: 3 clusters Score -446136.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -446180.031250 Penalty: 4359.897949
	Iteration 12Q: 3 clusters Score -446180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -446226.750000 Penalty: 4359.897949
	Iteration 13Q: 3 clusters Score -446226.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -446275.906250 Penalty: 4359.897949
	Iteration 14Q: 3 clusters Score -446275.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -446325.406250 Penalty: 4359.897949
	Iteration 15Q: 3 clusters Score -446325.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -446374.093750 Penalty: 4359.897949
	Iteration 16Q: 3 clusters Score -446374.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -446427.031250 Penalty: 4359.897949
	Iteration 17Q: 3 clusters Score -446427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -446491.937500 Penalty: 4359.897949
	Iteration 18Q: 3 clusters Score -446491.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -446571.437500 Penalty: 4359.897949
	Iteration 19Q: 3 clusters Score -446571.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -446670.437500 Penalty: 4359.897949
	Iteration 20F: 3 clusters Score -446670.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -446796.062500 Penalty: 4359.897949
	Iteration 21Q: 3 clusters Score -446796.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -446918.093750 Penalty: 4359.897949
	Iteration 22Q: 3 clusters Score -446918.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -447041.718750 Penalty: 4359.897949
	Iteration 23Q: 3 clusters Score -447041.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -447204.156250 Penalty: 4359.897949
	Iteration 24Q: 3 clusters Score -447204.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -447430.031250 Penalty: 4359.897949
	Iteration 25Q: 3 clusters Score -447430 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -447729.656250 Penalty: 4359.897949
	Iteration 26Q: 3 clusters Score -447729.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -447966.750000 Penalty: 4359.897949
	Iteration 27Q: 3 clusters Score -447966.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -448157.125000 Penalty: 4359.897949
	Iteration 28Q: 3 clusters Score -448157.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -448336.406250 Penalty: 4359.897949
	Iteration 29Q: 3 clusters Score -448336.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -448467.187500 Penalty: 4359.897949
	Iteration 30Q: 3 clusters Score -448467.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -448587.937500 Penalty: 4359.897949
	Iteration 31Q: 3 clusters Score -448587.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -448705.718750 Penalty: 4359.897949
	Iteration 32Q: 3 clusters Score -448705.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -448802.062500 Penalty: 4359.897949
	Iteration 33Q: 3 clusters Score -448802.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -448886.843750 Penalty: 4359.897949
	Iteration 34Q: 3 clusters Score -448886.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -448974.562500 Penalty: 4359.897949
	Iteration 35Q: 3 clusters Score -448974.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -449083.031250 Penalty: 4359.897949
	Iteration 36Q: 3 clusters Score -449083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -449174.718750 Penalty: 4359.897949
	Iteration 37Q: 3 clusters Score -449174.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -449275.156250 Penalty: 4359.897949
	Iteration 38Q: 3 clusters Score -449275.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -449411.187500 Penalty: 4359.897949
	Iteration 39Q: 3 clusters Score -449411.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -449584.750000 Penalty: 4359.897949
	Iteration 40F: 3 clusters Score -449584.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -449774.937500 Penalty: 4359.897949
	Iteration 41Q: 3 clusters Score -449774.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -449982.875000 Penalty: 4359.897949
	Iteration 42Q: 3 clusters Score -449982.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -450049.250000 Penalty: 4359.897949
	Iteration 43Q: 3 clusters Score -450049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -450073.906250 Penalty: 4359.897949
	Iteration 44Q: 3 clusters Score -450073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -450084.281250 Penalty: 4359.897949
	Iteration 45Q: 3 clusters Score -450084.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -450090.468750 Penalty: 4359.897949
	Iteration 46Q: 3 clusters Score -450090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -450101.218750 Penalty: 4359.897949
	Iteration 47Q: 3 clusters Score -450101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -450116.437500 Penalty: 4359.897949
	Iteration 48Q: 3 clusters Score -450116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -450172.125000 Penalty: 4359.897949
	Iteration 49Q: 3 clusters Score -450172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -450278.781250 Penalty: 4359.897949
	Iteration 50Q: 3 clusters Score -450278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -450284.187500 Penalty: 4359.897949
	Iteration 51Q: 3 clusters Score -450284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -450284.187500 Penalty: 4359.897949
	Iteration 52F: 3 clusters Score -450284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Entering Unmasked Estep 
Score: -50945792.000000 Penalty: 83058.523438
Splitting cluster 10 changes total score from -50919612.000000 to -50945792.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -283163.375000 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -283163.4 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 2554 members 
Entering Unmasked Estep 
Score: -278806.656250 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -278806.7 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -282217.750000 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -282217.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -284427.437500 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -284427.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -285662.687500 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -285662.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -286327.781250 Penalty: 4227.001465
	Iteration 4F: 3 clusters Score -286327.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -286667.781250 Penalty: 4227.001465
	Iteration 5Q: 3 clusters Score -286667.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -286920.687500 Penalty: 4227.001465
	Iteration 6Q: 3 clusters Score -286920.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -287144.718750 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -287144.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -287366.656250 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -287366.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -287599.187500 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -287599.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -287822.468750 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -287822.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -288054.375000 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -288054.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -288255.875000 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -288255.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -288481.250000 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -288481.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -288739.093750 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -288739.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -288956.531250 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -288956.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -289078.125000 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -289078.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -289125.093750 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -289125.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -289175.750000 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -289175.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -289208.406250 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -289208.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -289233.031250 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -289233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -289251.687500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -289251.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -289275.437500 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -289275.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -289296.812500 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -289296.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -289316.093750 Penalty: 4227.001465
	Iteration 24Q: 3 clusters Score -289316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -289326.062500 Penalty: 4227.001465
	Iteration 25Q: 3 clusters Score -289326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -289335.750000 Penalty: 4227.001465
	Iteration 26Q: 3 clusters Score -289335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -289348.406250 Penalty: 4227.001465
	Iteration 27Q: 3 clusters Score -289348.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -289379.812500 Penalty: 4227.001465
	Iteration 28Q: 3 clusters Score -289379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -289423.031250 Penalty: 4227.001465
	Iteration 29Q: 3 clusters Score -289423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -289561.062500 Penalty: 4227.001465
	Iteration 30Q: 3 clusters Score -289561.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -289779.093750 Penalty: 4227.001465
	Iteration 31Q: 3 clusters Score -289779.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -289947.750000 Penalty: 4227.001465
	Iteration 32Q: 3 clusters Score -289947.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -290032.875000 Penalty: 4227.001465
	Iteration 33Q: 3 clusters Score -290032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -290054.093750 Penalty: 4227.001465
	Iteration 34Q: 3 clusters Score -290054.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -290062.281250 Penalty: 4227.001465
	Iteration 35Q: 3 clusters Score -290062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -290066.968750 Penalty: 4227.001465
	Iteration 36Q: 3 clusters Score -290067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -290073.750000 Penalty: 4227.001465
	Iteration 37Q: 3 clusters Score -290073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -290078.187500 Penalty: 4227.001465
	Iteration 38Q: 3 clusters Score -290078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -290083.812500 Penalty: 4227.001465
	Iteration 39Q: 3 clusters Score -290083.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -290088.468750 Penalty: 4227.001465
	Iteration 40F: 3 clusters Score -290088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -290094.625000 Penalty: 4227.001465
	Iteration 41Q: 3 clusters Score -290094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -290100.375000 Penalty: 4227.001465
	Iteration 42Q: 3 clusters Score -290100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -290104.812500 Penalty: 4227.001465
	Iteration 43Q: 3 clusters Score -290104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -290106.406250 Penalty: 4227.001465
	Iteration 44Q: 3 clusters Score -290106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -290108.312500 Penalty: 4227.001465
	Iteration 45Q: 3 clusters Score -290108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -290112.406250 Penalty: 4227.001465
	Iteration 46Q: 3 clusters Score -290112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -290115.531250 Penalty: 4227.001465
	Iteration 47Q: 3 clusters Score -290115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -290117.843750 Penalty: 4227.001465
	Iteration 48Q: 3 clusters Score -290117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -290121.218750 Penalty: 4227.001465
	Iteration 49Q: 3 clusters Score -290121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -290121.906250 Penalty: 4227.001465
	Iteration 50Q: 3 clusters Score -290121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -290122.093750 Penalty: 4227.001465
	Iteration 51Q: 3 clusters Score -290122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -290122.500000 Penalty: 4227.001465
	Iteration 52Q: 3 clusters Score -290122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -290123.593750 Penalty: 4227.001465
	Iteration 53Q: 3 clusters Score -290123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -290123.718750 Penalty: 4227.001465
	Iteration 54Q: 3 clusters Score -290123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -290123.718750 Penalty: 4227.001465
	Iteration 55F: 3 clusters Score -290123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 61188 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Entering Unmasked Estep 
Score: -50951500.000000 Penalty: 86380.867188
Splitting cluster 11 changes total score from -50919612.000000 to -50951500.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -279988.000000 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -279988 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 1769 members 
Entering Unmasked Estep 
Score: -276393.281250 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -276393.3 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -277274.062500 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -277274.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -277775.875000 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -277775.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -278070.718750 Penalty: 4056.326660
	Iteration 3F: 3 clusters Score -278070.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -278224.375000 Penalty: 4056.326660
	Iteration 4F: 3 clusters Score -278224.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -278332.343750 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -278332.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -278427.125000 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -278427.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -278535.468750 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -278535.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -278679.531250 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -278679.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -278821.312500 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -278821.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -278977.531250 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -278977.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -279130.031250 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -279130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -279251.687500 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -279251.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -279318.875000 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -279318.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279365.531250 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -279365.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -279386.843750 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -279386.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -279403.687500 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -279403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -279411.500000 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -279411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -279417.718750 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -279417.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -279421.343750 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -279421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -279425.062500 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -279425.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -279429.812500 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -279429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -279433.437500 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -279433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279434.218750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -279434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279435.687500 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -279435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279435.156250 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -279435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -279437.656250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -279437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279439.312500 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -279439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -279440.250000 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -279440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279441.468750 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -279441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -279442.218750 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -279442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -279442.218750 Penalty: 4056.326660
	Iteration 31F: 3 clusters Score -279442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Entering Unmasked Estep 
Score: -4996550.000000 Penalty: 2733.383301
	Iteration 0F: 2 clusters Score -4996550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4955766.500000 Penalty: 5466.766602
	Iteration 0F: 3 clusters Score -4955766 nChanged 28456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4972955.500000 Penalty: 5466.766602
	Iteration 1F: 3 clusters Score -4972956 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -4976471.000000 Penalty: 5466.766602
	Iteration 2F: 3 clusters Score -4976471 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -4981812.500000 Penalty: 5466.766602
	Iteration 3F: 3 clusters Score -4981812 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4987445.000000 Penalty: 5466.766602
	Iteration 4F: 3 clusters Score -4987445 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -4992210.500000 Penalty: 5466.766602
	Iteration 5F: 3 clusters Score -4992210 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4996114.000000 Penalty: 5466.766602
	Iteration 6F: 3 clusters Score -4996114 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4999629.000000 Penalty: 5466.766602
	Iteration 7F: 3 clusters Score -4999629 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -5002230.000000 Penalty: 5466.766602
	Iteration 8Q: 3 clusters Score -5002230 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5003835.500000 Penalty: 5466.766602
	Iteration 9Q: 3 clusters Score -5003836 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -5004879.500000 Penalty: 5466.766602
	Iteration 10Q: 3 clusters Score -5004880 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5005933.000000 Penalty: 5466.766602
	Iteration 11Q: 3 clusters Score -5005933 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5007266.500000 Penalty: 5466.766602
	Iteration 12Q: 3 clusters Score -5007266 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -5009389.000000 Penalty: 5466.766602
	Iteration 13Q: 3 clusters Score -5009389 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5012440.000000 Penalty: 5466.766602
	Iteration 14Q: 3 clusters Score -5012440 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -5015401.500000 Penalty: 5466.766602
	Iteration 15Q: 3 clusters Score -5015402 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -5017323.000000 Penalty: 5466.766602
	Iteration 16Q: 3 clusters Score -5017323 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5018214.000000 Penalty: 5466.766602
	Iteration 17Q: 3 clusters Score -5018214 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5018541.000000 Penalty: 5466.766602
	Iteration 18Q: 3 clusters Score -5018541 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5018678.000000 Penalty: 5466.766602
	Iteration 19Q: 3 clusters Score -5018678 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5018750.500000 Penalty: 5466.766602
	Iteration 20F: 3 clusters Score -5018750 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -5018799.500000 Penalty: 5466.766602
	Iteration 21Q: 3 clusters Score -5018800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5018819.000000 Penalty: 5466.766602
	Iteration 22Q: 3 clusters Score -5018819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5018822.000000 Penalty: 5466.766602
	Iteration 23Q: 3 clusters Score -5018822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5018824.500000 Penalty: 5466.766602
	Iteration 24Q: 3 clusters Score -5018824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -5018819.000000 Penalty: 5466.766602
	Iteration 25Q: 3 clusters Score -5018819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5018820.000000 Penalty: 5466.766602
	Iteration 26Q: 3 clusters Score -5018820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5018822.500000 Penalty: 5466.766602
	Iteration 27Q: 3 clusters Score -5018822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5018827.000000 Penalty: 5466.766602
	Iteration 28Q: 3 clusters Score -5018827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5018824.000000 Penalty: 5466.766602
	Iteration 29Q: 3 clusters Score -5018824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5018829.500000 Penalty: 5466.766602
	Iteration 30Q: 3 clusters Score -5018830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5018832.500000 Penalty: 5466.766602
	Iteration 31Q: 3 clusters Score -5018832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -5018833.000000 Penalty: 5466.766602
	Iteration 32Q: 3 clusters Score -5018833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -5018837.500000 Penalty: 5466.766602
	Iteration 33Q: 3 clusters Score -5018838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5018839.000000 Penalty: 5466.766602
	Iteration 34Q: 3 clusters Score -5018839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5018841.500000 Penalty: 5466.766602
	Iteration 35Q: 3 clusters Score -5018842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5018841.000000 Penalty: 5466.766602
	Iteration 36Q: 3 clusters Score -5018841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5018840.000000 Penalty: 5466.766602
	Iteration 37Q: 3 clusters Score -5018840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5018840.000000 Penalty: 5466.766602
	Iteration 38Q: 3 clusters Score -5018840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5018838.000000 Penalty: 5466.766602
	Iteration 39Q: 3 clusters Score -5018838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5018841.000000 Penalty: 5466.766602
	Iteration 40F: 3 clusters Score -5018841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5018833.500000 Penalty: 5466.766602
	Iteration 41Q: 3 clusters Score -5018834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5018827.000000 Penalty: 5466.766602
	Iteration 42Q: 3 clusters Score -5018827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -5018824.500000 Penalty: 5466.766602
	Iteration 43Q: 3 clusters Score -5018824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5018833.000000 Penalty: 5466.766602
	Iteration 44Q: 3 clusters Score -5018833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5018830.000000 Penalty: 5466.766602
	Iteration 45Q: 3 clusters Score -5018830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5018830.500000 Penalty: 5466.766602
	Iteration 46Q: 3 clusters Score -5018830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5018827.500000 Penalty: 5466.766602
	Iteration 47Q: 3 clusters Score -5018828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5018827.500000 Penalty: 5466.766602
	Iteration 48F: 3 clusters Score -5018828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 60826 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Entering Unmasked Estep 
Score: -50973444.000000 Penalty: 89703.203125
Splitting cluster 13 changes total score from -50919612.000000 to -50973444.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (60826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Entering Unmasked Estep 
Score: -5132264.000000 Penalty: 2731.911621
	Iteration 0F: 2 clusters Score -5132264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -5091612.500000 Penalty: 5463.823242
	Iteration 0F: 3 clusters Score -5091612 nChanged 28309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -5108702.500000 Penalty: 5463.823242
	Iteration 1F: 3 clusters Score -5108702 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -5111367.500000 Penalty: 5463.823242
	Iteration 2F: 3 clusters Score -5111368 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5114937.500000 Penalty: 5463.823242
	Iteration 3F: 3 clusters Score -5114938 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -5118604.000000 Penalty: 5463.823242
	Iteration 4F: 3 clusters Score -5118604 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -5121665.000000 Penalty: 5463.823242
	Iteration 5F: 3 clusters Score -5121665 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5124285.500000 Penalty: 5463.823242
	Iteration 6F: 3 clusters Score -5124286 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5126435.500000 Penalty: 5463.823242
	Iteration 7F: 3 clusters Score -5126436 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5128544.500000 Penalty: 5463.823242
	Iteration 8Q: 3 clusters Score -5128544 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5130715.000000 Penalty: 5463.823242
	Iteration 9Q: 3 clusters Score -5130715 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -5132940.000000 Penalty: 5463.823242
	Iteration 10Q: 3 clusters Score -5132940 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -5135024.500000 Penalty: 5463.823242
	Iteration 11Q: 3 clusters Score -5135024 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -5136286.500000 Penalty: 5463.823242
	Iteration 12Q: 3 clusters Score -5136286 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -5136803.500000 Penalty: 5463.823242
	Iteration 13Q: 3 clusters Score -5136804 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -5137075.500000 Penalty: 5463.823242
	Iteration 14Q: 3 clusters Score -5137076 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -5137192.500000 Penalty: 5463.823242
	Iteration 15Q: 3 clusters Score -5137192 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -5137259.000000 Penalty: 5463.823242
	Iteration 16Q: 3 clusters Score -5137259 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -5137294.500000 Penalty: 5463.823242
	Iteration 17Q: 3 clusters Score -5137294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -5137308.500000 Penalty: 5463.823242
	Iteration 18Q: 3 clusters Score -5137308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -5137316.000000 Penalty: 5463.823242
	Iteration 19Q: 3 clusters Score -5137316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -5137324.500000 Penalty: 5463.823242
	Iteration 20F: 3 clusters Score -5137324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -5137320.000000 Penalty: 5463.823242
	Iteration 21Q: 3 clusters Score -5137320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -5137319.000000 Penalty: 5463.823242
	Iteration 22Q: 3 clusters Score -5137319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -5137326.500000 Penalty: 5463.823242
	Iteration 23Q: 3 clusters Score -5137326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -5137332.000000 Penalty: 5463.823242
	Iteration 24Q: 3 clusters Score -5137332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -5137330.000000 Penalty: 5463.823242
	Iteration 25Q: 3 clusters Score -5137330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -5137331.000000 Penalty: 5463.823242
	Iteration 26Q: 3 clusters Score -5137331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -5137331.500000 Penalty: 5463.823242
	Iteration 27Q: 3 clusters Score -5137332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -5137333.000000 Penalty: 5463.823242
	Iteration 28Q: 3 clusters Score -5137333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -5137331.000000 Penalty: 5463.823242
	Iteration 29Q: 3 clusters Score -5137331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -5137331.000000 Penalty: 5463.823242
	Iteration 30F: 3 clusters Score -5137331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 7274 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Entering Unmasked Estep 
Score: -50978296.000000 Penalty: 93025.546875
Splitting cluster 14 changes total score from -50919612.000000 to -50978296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -546822.625000 Penalty: 2205.231201
	Iteration 0F: 2 clusters Score -546822.6 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 3659 members 
Entering Unmasked Estep 
Score: -540917.625000 Penalty: 4410.462402
	Iteration 0F: 3 clusters Score -540917.6 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -542839.562500 Penalty: 4410.462402
	Iteration 1F: 3 clusters Score -542839.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -544058.750000 Penalty: 4410.462402
	Iteration 2F: 3 clusters Score -544058.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -545747.875000 Penalty: 4410.462402
	Iteration 3F: 3 clusters Score -545747.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -547648.375000 Penalty: 4410.462402
	Iteration 4F: 3 clusters Score -547648.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -549327.562500 Penalty: 4410.462402
	Iteration 5F: 3 clusters Score -549327.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -550015.250000 Penalty: 4410.462402
	Iteration 6Q: 3 clusters Score -550015.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -550398.750000 Penalty: 4410.462402
	Iteration 7Q: 3 clusters Score -550398.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -550636.750000 Penalty: 4410.462402
	Iteration 8Q: 3 clusters Score -550636.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -550720.500000 Penalty: 4410.462402
	Iteration 9Q: 3 clusters Score -550720.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -550746.750000 Penalty: 4410.462402
	Iteration 10Q: 3 clusters Score -550746.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -550754.500000 Penalty: 4410.462402
	Iteration 11Q: 3 clusters Score -550754.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -550759.062500 Penalty: 4410.462402
	Iteration 12Q: 3 clusters Score -550759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -550762.437500 Penalty: 4410.462402
	Iteration 13Q: 3 clusters Score -550762.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -550766.125000 Penalty: 4410.462402
	Iteration 14Q: 3 clusters Score -550766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -550766.687500 Penalty: 4410.462402
	Iteration 15Q: 3 clusters Score -550766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -550768.750000 Penalty: 4410.462402
	Iteration 16Q: 3 clusters Score -550768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -550769.562500 Penalty: 4410.462402
	Iteration 17Q: 3 clusters Score -550769.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -550774.625000 Penalty: 4410.462402
	Iteration 18Q: 3 clusters Score -550774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -550774.062500 Penalty: 4410.462402
	Iteration 19Q: 3 clusters Score -550774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -550774.125000 Penalty: 4410.462402
	Iteration 20F: 3 clusters Score -550774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -550775.187500 Penalty: 4410.462402
	Iteration 21Q: 3 clusters Score -550775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -550776.312500 Penalty: 4410.462402
	Iteration 22Q: 3 clusters Score -550776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -550777.312500 Penalty: 4410.462402
	Iteration 23Q: 3 clusters Score -550777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -550776.062500 Penalty: 4410.462402
	Iteration 24Q: 3 clusters Score -550776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -550778.625000 Penalty: 4410.462402
	Iteration 25Q: 3 clusters Score -550778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -550780.250000 Penalty: 4410.462402
	Iteration 26Q: 3 clusters Score -550780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -550780.000000 Penalty: 4410.462402
	Iteration 27Q: 3 clusters Score -550780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -550780.000000 Penalty: 4410.462402
	Iteration 28F: 3 clusters Score -550780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 78505 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Entering Unmasked Estep 
Score: -50981040.000000 Penalty: 96347.882812
Splitting cluster 15 changes total score from -50919612.000000 to -50981040.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (78505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Entering Unmasked Estep 
Score: -6232175.000000 Penalty: 2795.187744
	Iteration 0F: 2 clusters Score -6232175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -6179744.500000 Penalty: 5590.375488
	Iteration 0F: 3 clusters Score -6179744 nChanged 36824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -6201268.000000 Penalty: 5590.375488
	Iteration 1F: 3 clusters Score -6201268 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -6202628.500000 Penalty: 5590.375488
	Iteration 2Q: 3 clusters Score -6202628 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -6204210.000000 Penalty: 5590.375488
	Iteration 3Q: 3 clusters Score -6204210 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -6206301.500000 Penalty: 5590.375488
	Iteration 4F: 3 clusters Score -6206302 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -6209034.500000 Penalty: 5590.375488
	Iteration 5F: 3 clusters Score -6209034 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6212340.500000 Penalty: 5590.375488
	Iteration 6F: 3 clusters Score -6212340 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -6215942.500000 Penalty: 5590.375488
	Iteration 7F: 3 clusters Score -6215942 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -6219701.500000 Penalty: 5590.375488
	Iteration 8F: 3 clusters Score -6219702 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -6223286.000000 Penalty: 5590.375488
	Iteration 9F: 3 clusters Score -6223286 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -6225936.500000 Penalty: 5590.375488
	Iteration 10Q: 3 clusters Score -6225936 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -6227817.000000 Penalty: 5590.375488
	Iteration 11Q: 3 clusters Score -6227817 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6229191.500000 Penalty: 5590.375488
	Iteration 12Q: 3 clusters Score -6229192 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6230249.500000 Penalty: 5590.375488
	Iteration 13Q: 3 clusters Score -6230250 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -6231268.500000 Penalty: 5590.375488
	Iteration 14Q: 3 clusters Score -6231268 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -6232117.500000 Penalty: 5590.375488
	Iteration 15Q: 3 clusters Score -6232118 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -6232935.500000 Penalty: 5590.375488
	Iteration 16Q: 3 clusters Score -6232936 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -6233856.500000 Penalty: 5590.375488
	Iteration 17Q: 3 clusters Score -6233856 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -6234699.500000 Penalty: 5590.375488
	Iteration 18Q: 3 clusters Score -6234700 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -6235497.000000 Penalty: 5590.375488
	Iteration 19Q: 3 clusters Score -6235497 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -6236172.500000 Penalty: 5590.375488
	Iteration 20F: 3 clusters Score -6236172 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -6236496.500000 Penalty: 5590.375488
	Iteration 21Q: 3 clusters Score -6236496 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -6236747.500000 Penalty: 5590.375488
	Iteration 22Q: 3 clusters Score -6236748 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -6236876.500000 Penalty: 5590.375488
	Iteration 23Q: 3 clusters Score -6236876 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -6236947.000000 Penalty: 5590.375488
	Iteration 24Q: 3 clusters Score -6236947 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62623 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -6236998.500000 Penalty: 5590.375488
	Iteration 25Q: 3 clusters Score -6236998 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6237026.000000 Penalty: 5590.375488
	Iteration 26Q: 3 clusters Score -6237026 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -6237051.500000 Penalty: 5590.375488
	Iteration 27Q: 3 clusters Score -6237052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -6237076.500000 Penalty: 5590.375488
	Iteration 28Q: 3 clusters Score -6237076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6237078.500000 Penalty: 5590.375488
	Iteration 29Q: 3 clusters Score -6237078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -6237099.500000 Penalty: 5590.375488
	Iteration 30Q: 3 clusters Score -6237100 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -6237098.500000 Penalty: 5590.375488
	Iteration 31Q: 3 clusters Score -6237098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6237094.000000 Penalty: 5590.375488
	Iteration 32Q: 3 clusters Score -6237094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6237106.500000 Penalty: 5590.375488
	Iteration 33Q: 3 clusters Score -6237106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -6237095.000000 Penalty: 5590.375488
	Iteration 34Q: 3 clusters Score -6237095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6237094.000000 Penalty: 5590.375488
	Iteration 35Q: 3 clusters Score -6237094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6237091.000000 Penalty: 5590.375488
	Iteration 36Q: 3 clusters Score -6237091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -6237092.500000 Penalty: 5590.375488
	Iteration 37Q: 3 clusters Score -6237092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -6237102.500000 Penalty: 5590.375488
	Iteration 38Q: 3 clusters Score -6237102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63592 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -6237122.000000 Penalty: 5590.375488
	Iteration 39Q: 3 clusters Score -6237122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -6237117.500000 Penalty: 5590.375488
	Iteration 40F: 3 clusters Score -6237118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -6237125.500000 Penalty: 5590.375488
	Iteration 41Q: 3 clusters Score -6237126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -6237143.500000 Penalty: 5590.375488
	Iteration 42Q: 3 clusters Score -6237144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63727 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6237151.000000 Penalty: 5590.375488
	Iteration 43Q: 3 clusters Score -6237151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -6237123.500000 Penalty: 5590.375488
	Iteration 44Q: 3 clusters Score -6237124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -6237130.500000 Penalty: 5590.375488
	Iteration 45Q: 3 clusters Score -6237130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6237131.500000 Penalty: 5590.375488
	Iteration 46Q: 3 clusters Score -6237132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -6237147.000000 Penalty: 5590.375488
	Iteration 47Q: 3 clusters Score -6237147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -6237151.000000 Penalty: 5590.375488
	Iteration 48Q: 3 clusters Score -6237151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -6237138.500000 Penalty: 5590.375488
	Iteration 49Q: 3 clusters Score -6237138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -6237149.500000 Penalty: 5590.375488
	Iteration 50Q: 3 clusters Score -6237150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -6237142.500000 Penalty: 5590.375488
	Iteration 51Q: 3 clusters Score -6237142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -6237136.500000 Penalty: 5590.375488
	Iteration 52Q: 3 clusters Score -6237136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -6237132.500000 Penalty: 5590.375488
	Iteration 53Q: 3 clusters Score -6237132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -6237136.500000 Penalty: 5590.375488
	Iteration 54Q: 3 clusters Score -6237136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -6237142.000000 Penalty: 5590.375488
	Iteration 55Q: 3 clusters Score -6237142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -6237141.500000 Penalty: 5590.375488
	Iteration 56Q: 3 clusters Score -6237142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6237139.000000 Penalty: 5590.375488
	Iteration 57Q: 3 clusters Score -6237139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6237143.000000 Penalty: 5590.375488
	Iteration 58Q: 3 clusters Score -6237143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -6237135.500000 Penalty: 5590.375488
	Iteration 59Q: 3 clusters Score -6237136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -6237134.000000 Penalty: 5590.375488
	Iteration 60F: 3 clusters Score -6237134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -6237131.000000 Penalty: 5590.375488
	Iteration 61Q: 3 clusters Score -6237131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -6237131.000000 Penalty: 5590.375488
	Iteration 62F: 3 clusters Score -6237131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 78907 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 14519 members 
Entering Unmasked Estep 
Score: -50985616.000000 Penalty: 99670.226562
Splitting cluster 16 changes total score from -50919612.000000 to -50985616.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (78907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Entering Unmasked Estep 
Score: -6342772.500000 Penalty: 2796.454102
	Iteration 0F: 2 clusters Score -6342772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -6290040.500000 Penalty: 5592.908203
	Iteration 0F: 3 clusters Score -6290040 nChanged 37097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -6315238.500000 Penalty: 5592.908203
	Iteration 1F: 3 clusters Score -6315238 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -6323267.500000 Penalty: 5592.908203
	Iteration 2F: 3 clusters Score -6323268 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -6335711.500000 Penalty: 5592.908203
	Iteration 3F: 3 clusters Score -6335712 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -6349658.000000 Penalty: 5592.908203
	Iteration 4F: 3 clusters Score -6349658 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6357537.500000 Penalty: 5592.908203
	Iteration 5F: 3 clusters Score -6357538 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -6359982.500000 Penalty: 5592.908203
	Iteration 6Q: 3 clusters Score -6359982 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -6360787.000000 Penalty: 5592.908203
	Iteration 7Q: 3 clusters Score -6360787 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -6361134.000000 Penalty: 5592.908203
	Iteration 8Q: 3 clusters Score -6361134 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -6361329.000000 Penalty: 5592.908203
	Iteration 9Q: 3 clusters Score -6361329 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -6361427.500000 Penalty: 5592.908203
	Iteration 10Q: 3 clusters Score -6361428 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -6361524.000000 Penalty: 5592.908203
	Iteration 11Q: 3 clusters Score -6361524 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -6361561.500000 Penalty: 5592.908203
	Iteration 12Q: 3 clusters Score -6361562 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -6361568.500000 Penalty: 5592.908203
	Iteration 13Q: 3 clusters Score -6361568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -6361613.000000 Penalty: 5592.908203
	Iteration 14Q: 3 clusters Score -6361613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -6361634.000000 Penalty: 5592.908203
	Iteration 15Q: 3 clusters Score -6361634 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -6361643.000000 Penalty: 5592.908203
	Iteration 16Q: 3 clusters Score -6361643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -6361634.000000 Penalty: 5592.908203
	Iteration 17Q: 3 clusters Score -6361634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -6361636.500000 Penalty: 5592.908203
	Iteration 18Q: 3 clusters Score -6361636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -6361629.000000 Penalty: 5592.908203
	Iteration 19Q: 3 clusters Score -6361629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -6361636.500000 Penalty: 5592.908203
	Iteration 20F: 3 clusters Score -6361636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -6361632.000000 Penalty: 5592.908203
	Iteration 21Q: 3 clusters Score -6361632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -6361637.000000 Penalty: 5592.908203
	Iteration 22Q: 3 clusters Score -6361637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -6361628.500000 Penalty: 5592.908203
	Iteration 23Q: 3 clusters Score -6361628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -6361639.000000 Penalty: 5592.908203
	Iteration 24Q: 3 clusters Score -6361639 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -6361631.000000 Penalty: 5592.908203
	Iteration 25Q: 3 clusters Score -6361631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -6361640.000000 Penalty: 5592.908203
	Iteration 26Q: 3 clusters Score -6361640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -6361637.000000 Penalty: 5592.908203
	Iteration 27Q: 3 clusters Score -6361637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -6361656.000000 Penalty: 5592.908203
	Iteration 28Q: 3 clusters Score -6361656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -6361663.500000 Penalty: 5592.908203
	Iteration 29Q: 3 clusters Score -6361664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -6361660.000000 Penalty: 5592.908203
	Iteration 30Q: 3 clusters Score -6361660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -6361654.000000 Penalty: 5592.908203
	Iteration 31Q: 3 clusters Score -6361654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -6361661.000000 Penalty: 5592.908203
	Iteration 32Q: 3 clusters Score -6361661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 63298 members 
Entering Unmasked Estep 
Score: -6361657.000000 Penalty: 5592.908203
	Iteration 33Q: 3 clusters Score -6361657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -6361653.000000 Penalty: 5592.908203
	Iteration 34Q: 3 clusters Score -6361653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -6361643.500000 Penalty: 5592.908203
	Iteration 35Q: 3 clusters Score -6361644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -6361651.000000 Penalty: 5592.908203
	Iteration 36Q: 3 clusters Score -6361651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -6361645.500000 Penalty: 5592.908203
	Iteration 37Q: 3 clusters Score -6361646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -6361648.500000 Penalty: 5592.908203
	Iteration 38Q: 3 clusters Score -6361648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -6361650.000000 Penalty: 5592.908203
	Iteration 39Q: 3 clusters Score -6361650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -6361645.000000 Penalty: 5592.908203
	Iteration 40F: 3 clusters Score -6361645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -6361649.500000 Penalty: 5592.908203
	Iteration 41Q: 3 clusters Score -6361650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -6361650.500000 Penalty: 5592.908203
	Iteration 42Q: 3 clusters Score -6361650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -6361655.500000 Penalty: 5592.908203
	Iteration 43Q: 3 clusters Score -6361656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -6361652.500000 Penalty: 5592.908203
	Iteration 44Q: 3 clusters Score -6361652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -6361654.500000 Penalty: 5592.908203
	Iteration 45Q: 3 clusters Score -6361654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -6361653.000000 Penalty: 5592.908203
	Iteration 46Q: 3 clusters Score -6361653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -6361656.500000 Penalty: 5592.908203
	Iteration 47Q: 3 clusters Score -6361656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -6361656.500000 Penalty: 5592.908203
	Iteration 48Q: 3 clusters Score -6361656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -6361654.000000 Penalty: 5592.908203
	Iteration 49Q: 3 clusters Score -6361654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -6361644.500000 Penalty: 5592.908203
	Iteration 50Q: 3 clusters Score -6361644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -6361654.000000 Penalty: 5592.908203
	Iteration 51Q: 3 clusters Score -6361654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -6361656.500000 Penalty: 5592.908203
	Iteration 52Q: 3 clusters Score -6361656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -6361653.000000 Penalty: 5592.908203
	Iteration 53Q: 3 clusters Score -6361653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -6361656.000000 Penalty: 5592.908203
	Iteration 54Q: 3 clusters Score -6361656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -6361656.500000 Penalty: 5592.908203
	Iteration 55Q: 3 clusters Score -6361656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -6361656.500000 Penalty: 5592.908203
	Iteration 56F: 3 clusters Score -6361656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 14519 members 
Mstep: Class 31 contains 63400 members 
Entering Unmasked Estep 
Score: -51003452.000000 Penalty: 102992.570312
Splitting cluster 17 changes total score from -50919612.000000 to -51003452.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -1188846.625000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -1188847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1176676.000000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -1176676 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1181538.625000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -1181539 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1183013.750000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -1183014 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1184535.250000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -1184535 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1186098.375000 Penalty: 4839.077637
	Iteration 4F: 3 clusters Score -1186098 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1187295.875000 Penalty: 4839.077637
	Iteration 5F: 3 clusters Score -1187296 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1188117.000000 Penalty: 4839.077637
	Iteration 6F: 3 clusters Score -1188117 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1188664.500000 Penalty: 4839.077637
	Iteration 7Q: 3 clusters Score -1188664 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1189004.125000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -1189004 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1189251.750000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -1189252 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1189420.500000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -1189420 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1189542.750000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -1189543 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1189633.375000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -1189633 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1189694.750000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -1189695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1189736.000000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -1189736 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1189778.875000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -1189779 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1189821.000000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -1189821 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1189853.250000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -1189853 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1189884.500000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -1189884 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1189907.500000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -1189908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1189927.875000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -1189928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1189947.125000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -1189947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1189963.375000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -1189963 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1189979.375000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -1189979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1189994.750000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -1189995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1190009.125000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -1190009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1190036.875000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -1190037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1190053.500000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -1190054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1190065.000000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -1190065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1190074.250000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -1190074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1190081.125000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -1190081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1190086.500000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -1190086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1190091.125000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -1190091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1190098.375000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -1190098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1190102.750000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -1190103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1190107.375000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -1190107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1190111.875000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -1190112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1190112.250000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -1190112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1190119.750000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -1190120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1190125.875000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -1190126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1190131.250000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -1190131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1190131.625000 Penalty: 4839.077637
	Iteration 41Q: 3 clusters Score -1190132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1190137.875000 Penalty: 4839.077637
	Iteration 42Q: 3 clusters Score -1190138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1190140.000000 Penalty: 4839.077637
	Iteration 43Q: 3 clusters Score -1190140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1190144.750000 Penalty: 4839.077637
	Iteration 44Q: 3 clusters Score -1190145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1190150.875000 Penalty: 4839.077637
	Iteration 45Q: 3 clusters Score -1190151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1190148.875000 Penalty: 4839.077637
	Iteration 46Q: 3 clusters Score -1190149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1190154.000000 Penalty: 4839.077637
	Iteration 47Q: 3 clusters Score -1190154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1190155.375000 Penalty: 4839.077637
	Iteration 48Q: 3 clusters Score -1190155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1190156.375000 Penalty: 4839.077637
	Iteration 49Q: 3 clusters Score -1190156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1190164.625000 Penalty: 4839.077637
	Iteration 50Q: 3 clusters Score -1190165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1190165.875000 Penalty: 4839.077637
	Iteration 51Q: 3 clusters Score -1190166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1190165.625000 Penalty: 4839.077637
	Iteration 52Q: 3 clusters Score -1190166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1190163.625000 Penalty: 4839.077637
	Iteration 53Q: 3 clusters Score -1190164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1190164.000000 Penalty: 4839.077637
	Iteration 54Q: 3 clusters Score -1190164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1190163.375000 Penalty: 4839.077637
	Iteration 55Q: 3 clusters Score -1190163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1190165.500000 Penalty: 4839.077637
	Iteration 56Q: 3 clusters Score -1190166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1190165.625000 Penalty: 4839.077637
	Iteration 57Q: 3 clusters Score -1190166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1190164.625000 Penalty: 4839.077637
	Iteration 58Q: 3 clusters Score -1190165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1190165.500000 Penalty: 4839.077637
	Iteration 59Q: 3 clusters Score -1190166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1190165.500000 Penalty: 4839.077637
	Iteration 60F: 3 clusters Score -1190166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 13565 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 14519 members 
Mstep: Class 31 contains 63400 members 
Mstep: Class 32 contains 3696 members 
Entering Unmasked Estep 
Score: -51003972.000000 Penalty: 106314.906250
Splitting cluster 18 changes total score from -50919612.000000 to -51003972.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (9407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Entering Unmasked Estep 
Score: -725953.375000 Penalty: 2269.003906
	Iteration 0F: 2 clusters Score -725953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -718712.375000 Penalty: 4538.007812
	Iteration 0F: 3 clusters Score -718712.4 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -721494.562500 Penalty: 4538.007812
	Iteration 1F: 3 clusters Score -721494.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -722784.625000 Penalty: 4538.007812
	Iteration 2F: 3 clusters Score -722784.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -724668.812500 Penalty: 4538.007812
	Iteration 3F: 3 clusters Score -724668.8 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -727832.375000 Penalty: 4538.007812
	Iteration 4F: 3 clusters Score -727832.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -729969.562500 Penalty: 4538.007812
	Iteration 5F: 3 clusters Score -729969.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -730684.687500 Penalty: 4538.007812
	Iteration 6Q: 3 clusters Score -730684.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -730916.750000 Penalty: 4538.007812
	Iteration 7Q: 3 clusters Score -730916.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -731072.312500 Penalty: 4538.007812
	Iteration 8Q: 3 clusters Score -731072.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -731169.937500 Penalty: 4538.007812
	Iteration 9Q: 3 clusters Score -731169.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -731211.562500 Penalty: 4538.007812
	Iteration 10Q: 3 clusters Score -731211.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -731223.750000 Penalty: 4538.007812
	Iteration 11Q: 3 clusters Score -731223.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -731237.750000 Penalty: 4538.007812
	Iteration 12Q: 3 clusters Score -731237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -731242.875000 Penalty: 4538.007812
	Iteration 13Q: 3 clusters Score -731242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -731252.625000 Penalty: 4538.007812
	Iteration 14Q: 3 clusters Score -731252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -731255.562500 Penalty: 4538.007812
	Iteration 15Q: 3 clusters Score -731255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -731257.562500 Penalty: 4538.007812
	Iteration 16Q: 3 clusters Score -731257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -731258.562500 Penalty: 4538.007812
	Iteration 17Q: 3 clusters Score -731258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -731264.125000 Penalty: 4538.007812
	Iteration 18Q: 3 clusters Score -731264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -731270.375000 Penalty: 4538.007812
	Iteration 19Q: 3 clusters Score -731270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -731307.437500 Penalty: 4538.007812
	Iteration 20F: 3 clusters Score -731307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -731338.250000 Penalty: 4538.007812
	Iteration 21Q: 3 clusters Score -731338.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -731378.625000 Penalty: 4538.007812
	Iteration 22Q: 3 clusters Score -731378.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -731402.562500 Penalty: 4538.007812
	Iteration 23Q: 3 clusters Score -731402.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -731408.312500 Penalty: 4538.007812
	Iteration 24Q: 3 clusters Score -731408.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -731418.062500 Penalty: 4538.007812
	Iteration 25Q: 3 clusters Score -731418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -731419.562500 Penalty: 4538.007812
	Iteration 26Q: 3 clusters Score -731419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -731420.875000 Penalty: 4538.007812
	Iteration 27Q: 3 clusters Score -731420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -731421.125000 Penalty: 4538.007812
	Iteration 28Q: 3 clusters Score -731421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -731421.562500 Penalty: 4538.007812
	Iteration 29Q: 3 clusters Score -731421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -731421.562500 Penalty: 4538.007812
	Iteration 30F: 3 clusters Score -731421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 13565 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 13347 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 14519 members 
Mstep: Class 31 contains 63400 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 2088 members 
Entering Unmasked Estep 
Score: -51008288.000000 Penalty: 109637.250000
Splitting cluster 19 changes total score from -50919612.000000 to -51008288.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (13347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Entering Unmasked Estep 
Score: -997397.812500 Penalty: 2355.763672
	Iteration 0F: 2 clusters Score -997397.8 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 6618 members 
Entering Unmasked Estep 
Score: -987941.750000 Penalty: 4711.527344
	Iteration 0F: 3 clusters Score -987941.8 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -995688.437500 Penalty: 4711.527344
	Iteration 1F: 3 clusters Score -995688.4 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1005140.000000 Penalty: 4711.527344
	Iteration 2F: 3 clusters Score -1005140 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1008753.125000 Penalty: 4711.527344
	Iteration 3F: 3 clusters Score -1008753 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1009879.500000 Penalty: 4711.527344
	Iteration 4F: 3 clusters Score -1009880 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1010421.875000 Penalty: 4711.527344
	Iteration 5Q: 3 clusters Score -1010422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1010786.500000 Penalty: 4711.527344
	Iteration 6Q: 3 clusters Score -1010786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1011038.000000 Penalty: 4711.527344
	Iteration 7Q: 3 clusters Score -1011038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1011198.000000 Penalty: 4711.527344
	Iteration 8Q: 3 clusters Score -1011198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1011242.812500 Penalty: 4711.527344
	Iteration 9Q: 3 clusters Score -1011243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1011257.687500 Penalty: 4711.527344
	Iteration 10Q: 3 clusters Score -1011258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1011267.750000 Penalty: 4711.527344
	Iteration 11Q: 3 clusters Score -1011268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1011275.875000 Penalty: 4711.527344
	Iteration 12Q: 3 clusters Score -1011276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1011282.375000 Penalty: 4711.527344
	Iteration 13Q: 3 clusters Score -1011282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1011290.375000 Penalty: 4711.527344
	Iteration 14Q: 3 clusters Score -1011290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1011296.375000 Penalty: 4711.527344
	Iteration 15Q: 3 clusters Score -1011296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1011300.000000 Penalty: 4711.527344
	Iteration 16Q: 3 clusters Score -1011300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1011302.375000 Penalty: 4711.527344
	Iteration 17Q: 3 clusters Score -1011302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1011305.125000 Penalty: 4711.527344
	Iteration 18Q: 3 clusters Score -1011305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1011308.812500 Penalty: 4711.527344
	Iteration 19Q: 3 clusters Score -1011309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1011312.250000 Penalty: 4711.527344
	Iteration 20F: 3 clusters Score -1011312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1011320.187500 Penalty: 4711.527344
	Iteration 21Q: 3 clusters Score -1011320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1011326.250000 Penalty: 4711.527344
	Iteration 22Q: 3 clusters Score -1011326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1011331.062500 Penalty: 4711.527344
	Iteration 23Q: 3 clusters Score -1011331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1011328.937500 Penalty: 4711.527344
	Iteration 24Q: 3 clusters Score -1011329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1011331.500000 Penalty: 4711.527344
	Iteration 25Q: 3 clusters Score -1011332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1011332.375000 Penalty: 4711.527344
	Iteration 26Q: 3 clusters Score -1011332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1011332.437500 Penalty: 4711.527344
	Iteration 27Q: 3 clusters Score -1011332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1011334.125000 Penalty: 4711.527344
	Iteration 28Q: 3 clusters Score -1011334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1011334.500000 Penalty: 4711.527344
	Iteration 29Q: 3 clusters Score -1011334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1011335.500000 Penalty: 4711.527344
	Iteration 30Q: 3 clusters Score -1011336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1011335.500000 Penalty: 4711.527344
	Iteration 31F: 3 clusters Score -1011336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 13565 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 45407 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 14519 members 
Mstep: Class 31 contains 63400 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 2088 members 
Mstep: Class 34 contains 11380 members 
Entering Unmasked Estep 
Score: -51021324.000000 Penalty: 112959.593750
Splitting cluster 20 changes total score from -50919612.000000 to -51021324.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (45407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Entering Unmasked Estep 
Score: -3578909.000000 Penalty: 2659.408447
	Iteration 0F: 2 clusters Score -3578909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3548210.000000 Penalty: 5318.816895
	Iteration 0F: 3 clusters Score -3548210 nChanged 20958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3561507.000000 Penalty: 5318.816895
	Iteration 1F: 3 clusters Score -3561507 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3564604.250000 Penalty: 5318.816895
	Iteration 2F: 3 clusters Score -3564604 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3568496.750000 Penalty: 5318.816895
	Iteration 3F: 3 clusters Score -3568497 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3572369.750000 Penalty: 5318.816895
	Iteration 4F: 3 clusters Score -3572370 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3576377.500000 Penalty: 5318.816895
	Iteration 5F: 3 clusters Score -3576378 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3581213.250000 Penalty: 5318.816895
	Iteration 6F: 3 clusters Score -3581213 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3586579.250000 Penalty: 5318.816895
	Iteration 7F: 3 clusters Score -3586579 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3590619.000000 Penalty: 5318.816895
	Iteration 8F: 3 clusters Score -3590619 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3592129.250000 Penalty: 5318.816895
	Iteration 9Q: 3 clusters Score -3592129 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3592576.750000 Penalty: 5318.816895
	Iteration 10Q: 3 clusters Score -3592577 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3592725.750000 Penalty: 5318.816895
	Iteration 11Q: 3 clusters Score -3592726 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3592806.250000 Penalty: 5318.816895
	Iteration 12Q: 3 clusters Score -3592806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3592873.750000 Penalty: 5318.816895
	Iteration 13Q: 3 clusters Score -3592874 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3592888.000000 Penalty: 5318.816895
	Iteration 14Q: 3 clusters Score -3592888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3592897.000000 Penalty: 5318.816895
	Iteration 15Q: 3 clusters Score -3592897 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3592917.500000 Penalty: 5318.816895
	Iteration 16Q: 3 clusters Score -3592918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3592943.500000 Penalty: 5318.816895
	Iteration 17Q: 3 clusters Score -3592944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -3592945.250000 Penalty: 5318.816895
	Iteration 18Q: 3 clusters Score -3592945 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3592971.250000 Penalty: 5318.816895
	Iteration 19Q: 3 clusters Score -3592971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3592952.000000 Penalty: 5318.816895
	Iteration 20F: 3 clusters Score -3592952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3592965.750000 Penalty: 5318.816895
	Iteration 21Q: 3 clusters Score -3592966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3592964.250000 Penalty: 5318.816895
	Iteration 22Q: 3 clusters Score -3592964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3592977.750000 Penalty: 5318.816895
	Iteration 23Q: 3 clusters Score -3592978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3592963.250000 Penalty: 5318.816895
	Iteration 24Q: 3 clusters Score -3592963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3592978.000000 Penalty: 5318.816895
	Iteration 25Q: 3 clusters Score -3592978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3592979.750000 Penalty: 5318.816895
	Iteration 26Q: 3 clusters Score -3592980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3592985.500000 Penalty: 5318.816895
	Iteration 27Q: 3 clusters Score -3592986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3592984.250000 Penalty: 5318.816895
	Iteration 28Q: 3 clusters Score -3592984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3592993.750000 Penalty: 5318.816895
	Iteration 29Q: 3 clusters Score -3592994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3592998.500000 Penalty: 5318.816895
	Iteration 30Q: 3 clusters Score -3592998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3592997.250000 Penalty: 5318.816895
	Iteration 31Q: 3 clusters Score -3592997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3592990.250000 Penalty: 5318.816895
	Iteration 32Q: 3 clusters Score -3592990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3592998.250000 Penalty: 5318.816895
	Iteration 33Q: 3 clusters Score -3592998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -3592996.750000 Penalty: 5318.816895
	Iteration 34Q: 3 clusters Score -3592997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3592996.000000 Penalty: 5318.816895
	Iteration 35Q: 3 clusters Score -3592996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3592995.750000 Penalty: 5318.816895
	Iteration 36Q: 3 clusters Score -3592996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3592998.500000 Penalty: 5318.816895
	Iteration 37Q: 3 clusters Score -3592998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3592988.750000 Penalty: 5318.816895
	Iteration 38Q: 3 clusters Score -3592989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3592997.000000 Penalty: 5318.816895
	Iteration 39Q: 3 clusters Score -3592997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3592990.500000 Penalty: 5318.816895
	Iteration 40F: 3 clusters Score -3592990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3592997.000000 Penalty: 5318.816895
	Iteration 41Q: 3 clusters Score -3592997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3593000.750000 Penalty: 5318.816895
	Iteration 42Q: 3 clusters Score -3593001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3593005.500000 Penalty: 5318.816895
	Iteration 43Q: 3 clusters Score -3593006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3592998.750000 Penalty: 5318.816895
	Iteration 44Q: 3 clusters Score -3592999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3593006.250000 Penalty: 5318.816895
	Iteration 45Q: 3 clusters Score -3593006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3593004.250000 Penalty: 5318.816895
	Iteration 46Q: 3 clusters Score -3593004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3593009.000000 Penalty: 5318.816895
	Iteration 47Q: 3 clusters Score -3593009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3592999.250000 Penalty: 5318.816895
	Iteration 48Q: 3 clusters Score -3592999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3593004.000000 Penalty: 5318.816895
	Iteration 49Q: 3 clusters Score -3593004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3593000.500000 Penalty: 5318.816895
	Iteration 50Q: 3 clusters Score -3593000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3592999.250000 Penalty: 5318.816895
	Iteration 51Q: 3 clusters Score -3592999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3592999.250000 Penalty: 5318.816895
	Iteration 52F: 3 clusters Score -3592999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 13565 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 58938 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 1936 members 
Mstep: Class 25 contains 1104 members 
Mstep: Class 26 contains 2732 members 
Mstep: Class 27 contains 38413 members 
Mstep: Class 28 contains 52684 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 14519 members 
Mstep: Class 31 contains 63400 members 
Mstep: Class 32 contains 3696 members 
Mstep: Class 33 contains 2088 members 
Mstep: Class 34 contains 11380 members 
Mstep: Class 35 contains 21796 members 
Entering Unmasked Estep 
Score: -51034952.000000 Penalty: 116281.929688
Splitting cluster 21 changes total score from -50919612.000000 to -51034952.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3441 members 
Mstep: Class 5 contains 52953 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 22775 members 
Mstep: Class 14 contains 8142 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 63986 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 13565 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 23611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51052528.000000 Penalty: 116281.929688
Iteration 39Q: 36 clusters Score -5.105253e+07 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 10913 members 
Mstep: Class 3 contains 29090 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 52992 members 
Mstep: Class 6 contains 9621 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 4000 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 23055 members 
Mstep: Class 14 contains 8177 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 65437 members 
Mstep: Class 17 contains 15791 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 58382 members 
Mstep: Class 23 contains 16169 members 
Mstep: Class 24 contains 1996 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 2373 members 
Mstep: Class 27 contains 37487 members 
Mstep: Class 28 contains 51959 members 
Mstep: Class 29 contains 3769 members 
Mstep: Class 30 contains 14253 members 
Mstep: Class 31 contains 62337 members 
Mstep: Class 32 contains 3624 members 
Mstep: Class 33 contains 2082 members 
Mstep: Class 34 contains 10985 members 
Mstep: Class 35 contains 20738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51066064.000000 Penalty: 116281.929688
Iteration 40F: 36 clusters Score -5.106606e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 10348 members 
Mstep: Class 3 contains 29020 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 52974 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 16140 members 
Mstep: Class 8 contains 13680 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23170 members 
Mstep: Class 14 contains 8207 members 
Mstep: Class 15 contains 3491 members 
Mstep: Class 16 contains 63899 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 13836 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 22176 members 
Mstep: Class 22 contains 58402 members 
Mstep: Class 23 contains 16610 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2359 members 
Mstep: Class 27 contains 37266 members 
Mstep: Class 28 contains 52424 members 
Mstep: Class 29 contains 3811 members 
Mstep: Class 30 contains 14501 members 
Mstep: Class 31 contains 62081 members 
Mstep: Class 32 contains 3625 members 
Mstep: Class 33 contains 2148 members 
Mstep: Class 34 contains 10954 members 
Mstep: Class 35 contains 20516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51071612.000000 Penalty: 116281.929688
Iteration 41Q: 36 clusters Score -5.107161e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 29048 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 52883 members 
Mstep: Class 6 contains 9625 members 
Mstep: Class 7 contains 16700 members 
Mstep: Class 8 contains 13834 members 
Mstep: Class 9 contains 8409 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 23221 members 
Mstep: Class 14 contains 8261 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 62773 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 13689 members 
Mstep: Class 19 contains 8063 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 21532 members 
Mstep: Class 22 contains 58434 members 
Mstep: Class 23 contains 16865 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2383 members 
Mstep: Class 27 contains 37118 members 
Mstep: Class 28 contains 52671 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 14626 members 
Mstep: Class 31 contains 61776 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 2230 members 
Mstep: Class 34 contains 10843 members 
Mstep: Class 35 contains 20300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51075156.000000 Penalty: 116281.929688
Iteration 42Q: 36 clusters Score -5.107516e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 29074 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 52795 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 17259 members 
Mstep: Class 8 contains 13985 members 
Mstep: Class 9 contains 8432 members 
Mstep: Class 10 contains 3937 members 
Mstep: Class 11 contains 7783 members 
Mstep: Class 12 contains 3528 members 
Mstep: Class 13 contains 23242 members 
Mstep: Class 14 contains 8313 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 61759 members 
Mstep: Class 17 contains 16014 members 
Mstep: Class 18 contains 13594 members 
Mstep: Class 19 contains 8220 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 20960 members 
Mstep: Class 22 contains 58434 members 
Mstep: Class 23 contains 17060 members 
Mstep: Class 24 contains 2175 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 36998 members 
Mstep: Class 28 contains 52828 members 
Mstep: Class 29 contains 3892 members 
Mstep: Class 30 contains 14754 members 
Mstep: Class 31 contains 61543 members 
Mstep: Class 32 contains 3639 members 
Mstep: Class 33 contains 2304 members 
Mstep: Class 34 contains 10747 members 
Mstep: Class 35 contains 20067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51077816.000000 Penalty: 116281.929688
Iteration 43Q: 36 clusters Score -5.107782e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 9423 members 
Mstep: Class 3 contains 29106 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 52670 members 
Mstep: Class 6 contains 9631 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 8732 members 
Mstep: Class 12 contains 3528 members 
Mstep: Class 13 contains 23216 members 
Mstep: Class 14 contains 8349 members 
Mstep: Class 15 contains 3464 members 
Mstep: Class 16 contains 60831 members 
Mstep: Class 17 contains 16049 members 
Mstep: Class 18 contains 13510 members 
Mstep: Class 19 contains 8380 members 
Mstep: Class 20 contains 1856 members 
Mstep: Class 21 contains 20482 members 
Mstep: Class 22 contains 58463 members 
Mstep: Class 23 contains 17208 members 
Mstep: Class 24 contains 2179 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2443 members 
Mstep: Class 27 contains 36892 members 
Mstep: Class 28 contains 52982 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 14867 members 
Mstep: Class 31 contains 61345 members 
Mstep: Class 32 contains 3665 members 
Mstep: Class 33 contains 2358 members 
Mstep: Class 34 contains 10686 members 
Mstep: Class 35 contains 19830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51079664.000000 Penalty: 116281.929688
Iteration 44Q: 36 clusters Score -5.107966e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 29077 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 52543 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 18162 members 
Mstep: Class 8 contains 14202 members 
Mstep: Class 9 contains 8457 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 23185 members 
Mstep: Class 14 contains 8375 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 59961 members 
Mstep: Class 17 contains 16077 members 
Mstep: Class 18 contains 13447 members 
Mstep: Class 19 contains 8520 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 20077 members 
Mstep: Class 22 contains 58522 members 
Mstep: Class 23 contains 17345 members 
Mstep: Class 24 contains 2176 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2471 members 
Mstep: Class 27 contains 36842 members 
Mstep: Class 28 contains 53148 members 
Mstep: Class 29 contains 3929 members 
Mstep: Class 30 contains 14963 members 
Mstep: Class 31 contains 61178 members 
Mstep: Class 32 contains 3687 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 10631 members 
Mstep: Class 35 contains 19632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51081220.000000 Penalty: 116281.929688
Iteration 45Q: 36 clusters Score -5.108122e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 8948 members 
Mstep: Class 3 contains 29052 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 52402 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 18551 members 
Mstep: Class 8 contains 14298 members 
Mstep: Class 9 contains 8465 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 10194 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 23153 members 
Mstep: Class 14 contains 8385 members 
Mstep: Class 15 contains 3504 members 
Mstep: Class 16 contains 59131 members 
Mstep: Class 17 contains 16097 members 
Mstep: Class 18 contains 13402 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 19695 members 
Mstep: Class 22 contains 58563 members 
Mstep: Class 23 contains 17458 members 
Mstep: Class 24 contains 2175 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2495 members 
Mstep: Class 27 contains 36810 members 
Mstep: Class 28 contains 53342 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 15044 members 
Mstep: Class 31 contains 61046 members 
Mstep: Class 32 contains 3717 members 
Mstep: Class 33 contains 2410 members 
Mstep: Class 34 contains 10578 members 
Mstep: Class 35 contains 19440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51082736.000000 Penalty: 116281.929688
Iteration 46Q: 36 clusters Score -5.108274e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 8741 members 
Mstep: Class 3 contains 29042 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 52246 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 18885 members 
Mstep: Class 8 contains 14369 members 
Mstep: Class 9 contains 8471 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 10810 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 23137 members 
Mstep: Class 14 contains 8388 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 58332 members 
Mstep: Class 17 contains 16116 members 
Mstep: Class 18 contains 13375 members 
Mstep: Class 19 contains 8843 members 
Mstep: Class 20 contains 1812 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 58631 members 
Mstep: Class 23 contains 17559 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2520 members 
Mstep: Class 27 contains 36767 members 
Mstep: Class 28 contains 53580 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 15113 members 
Mstep: Class 31 contains 60920 members 
Mstep: Class 32 contains 3740 members 
Mstep: Class 33 contains 2424 members 
Mstep: Class 34 contains 10535 members 
Mstep: Class 35 contains 19255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51083412.000000 Penalty: 116281.929688
Iteration 47Q: 36 clusters Score -5.108341e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 8516 members 
Mstep: Class 3 contains 29047 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 52093 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 19194 members 
Mstep: Class 8 contains 14446 members 
Mstep: Class 9 contains 8475 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 11334 members 
Mstep: Class 12 contains 3537 members 
Mstep: Class 13 contains 23119 members 
Mstep: Class 14 contains 8393 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 57584 members 
Mstep: Class 17 contains 16131 members 
Mstep: Class 18 contains 13349 members 
Mstep: Class 19 contains 9029 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 19059 members 
Mstep: Class 22 contains 58702 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 36740 members 
Mstep: Class 28 contains 53820 members 
Mstep: Class 29 contains 3946 members 
Mstep: Class 30 contains 15180 members 
Mstep: Class 31 contains 60805 members 
Mstep: Class 32 contains 3756 members 
Mstep: Class 33 contains 2439 members 
Mstep: Class 34 contains 10479 members 
Mstep: Class 35 contains 19087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51084104.000000 Penalty: 116281.929688
Iteration 48Q: 36 clusters Score -5.10841e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 29040 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 51964 members 
Mstep: Class 6 contains 9636 members 
Mstep: Class 7 contains 19455 members 
Mstep: Class 8 contains 14511 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 11792 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 23095 members 
Mstep: Class 14 contains 8401 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 56890 members 
Mstep: Class 17 contains 16149 members 
Mstep: Class 18 contains 13321 members 
Mstep: Class 19 contains 9194 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 18805 members 
Mstep: Class 22 contains 58795 members 
Mstep: Class 23 contains 17714 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2565 members 
Mstep: Class 27 contains 36718 members 
Mstep: Class 28 contains 54033 members 
Mstep: Class 29 contains 3951 members 
Mstep: Class 30 contains 15245 members 
Mstep: Class 31 contains 60713 members 
Mstep: Class 32 contains 3758 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 10418 members 
Mstep: Class 35 contains 18932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51084896.000000 Penalty: 116281.929688
Iteration 49Q: 36 clusters Score -5.10849e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 29054 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 51838 members 
Mstep: Class 6 contains 9638 members 
Mstep: Class 7 contains 19698 members 
Mstep: Class 8 contains 14571 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 3684 members 
Mstep: Class 11 contains 12165 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 23095 members 
Mstep: Class 14 contains 8411 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 56268 members 
Mstep: Class 17 contains 16166 members 
Mstep: Class 18 contains 13283 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 18575 members 
Mstep: Class 22 contains 58873 members 
Mstep: Class 23 contains 17762 members 
Mstep: Class 24 contains 2181 members 
Mstep: Class 25 contains 1108 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 36701 members 
Mstep: Class 28 contains 54231 members 
Mstep: Class 29 contains 3956 members 
Mstep: Class 30 contains 15308 members 
Mstep: Class 31 contains 60627 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 2475 members 
Mstep: Class 34 contains 10376 members 
Mstep: Class 35 contains 18821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51085660.000000 Penalty: 116281.929688
Iteration 50Q: 36 clusters Score -5.108566e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 29051 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 51717 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 19915 members 
Mstep: Class 8 contains 14626 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 12516 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 23105 members 
Mstep: Class 14 contains 8415 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 55658 members 
Mstep: Class 17 contains 16176 members 
Mstep: Class 18 contains 13248 members 
Mstep: Class 19 contains 9417 members 
Mstep: Class 20 contains 1757 members 
Mstep: Class 21 contains 18379 members 
Mstep: Class 22 contains 58942 members 
Mstep: Class 23 contains 17804 members 
Mstep: Class 24 contains 2185 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 36700 members 
Mstep: Class 28 contains 54463 members 
Mstep: Class 29 contains 3959 members 
Mstep: Class 30 contains 15358 members 
Mstep: Class 31 contains 60551 members 
Mstep: Class 32 contains 3803 members 
Mstep: Class 33 contains 2507 members 
Mstep: Class 34 contains 10313 members 
Mstep: Class 35 contains 18699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51086376.000000 Penalty: 116281.929688
Iteration 51Q: 36 clusters Score -5.108638e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 29022 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 51614 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 20092 members 
Mstep: Class 8 contains 14664 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 12806 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 23104 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 55113 members 
Mstep: Class 17 contains 16188 members 
Mstep: Class 18 contains 13216 members 
Mstep: Class 19 contains 9466 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 18210 members 
Mstep: Class 22 contains 59002 members 
Mstep: Class 23 contains 17838 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2586 members 
Mstep: Class 27 contains 36699 members 
Mstep: Class 28 contains 54724 members 
Mstep: Class 29 contains 3960 members 
Mstep: Class 30 contains 15415 members 
Mstep: Class 31 contains 60493 members 
Mstep: Class 32 contains 3823 members 
Mstep: Class 33 contains 2563 members 
Mstep: Class 34 contains 10250 members 
Mstep: Class 35 contains 18589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51087044.000000 Penalty: 116281.929688
Iteration 52Q: 36 clusters Score -5.108704e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 7843 members 
Mstep: Class 3 contains 29019 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 51511 members 
Mstep: Class 6 contains 9639 members 
Mstep: Class 7 contains 20252 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 13064 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 23105 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 54617 members 
Mstep: Class 17 contains 16191 members 
Mstep: Class 18 contains 13192 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 18074 members 
Mstep: Class 22 contains 59053 members 
Mstep: Class 23 contains 17866 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 36688 members 
Mstep: Class 28 contains 54928 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 15470 members 
Mstep: Class 31 contains 60438 members 
Mstep: Class 32 contains 3829 members 
Mstep: Class 33 contains 2628 members 
Mstep: Class 34 contains 10173 members 
Mstep: Class 35 contains 18474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51088308.000000 Penalty: 116281.929688
Iteration 53Q: 36 clusters Score -5.108831e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 7766 members 
Mstep: Class 3 contains 28994 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 51418 members 
Mstep: Class 6 contains 9640 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 14738 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 13318 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 23110 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 54133 members 
Mstep: Class 17 contains 16194 members 
Mstep: Class 18 contains 13170 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 1732 members 
Mstep: Class 21 contains 17944 members 
Mstep: Class 22 contains 59105 members 
Mstep: Class 23 contains 17918 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2611 members 
Mstep: Class 27 contains 36660 members 
Mstep: Class 28 contains 55133 members 
Mstep: Class 29 contains 3975 members 
Mstep: Class 30 contains 15520 members 
Mstep: Class 31 contains 60402 members 
Mstep: Class 32 contains 3844 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 10095 members 
Mstep: Class 35 contains 18372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089068.000000 Penalty: 116281.929688
Iteration 54Q: 36 clusters Score -5.108907e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 7711 members 
Mstep: Class 3 contains 28952 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 51342 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 14780 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 13495 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 23111 members 
Mstep: Class 14 contains 8421 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 53730 members 
Mstep: Class 17 contains 16195 members 
Mstep: Class 18 contains 13151 members 
Mstep: Class 19 contains 9601 members 
Mstep: Class 20 contains 1729 members 
Mstep: Class 21 contains 17828 members 
Mstep: Class 22 contains 59133 members 
Mstep: Class 23 contains 17951 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 36630 members 
Mstep: Class 28 contains 55337 members 
Mstep: Class 29 contains 3998 members 
Mstep: Class 30 contains 15560 members 
Mstep: Class 31 contains 60363 members 
Mstep: Class 32 contains 3860 members 
Mstep: Class 33 contains 2789 members 
Mstep: Class 34 contains 10056 members 
Mstep: Class 35 contains 18299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089424.000000 Penalty: 116281.929688
Iteration 55Q: 36 clusters Score -5.108942e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 7649 members 
Mstep: Class 3 contains 28917 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 51279 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20602 members 
Mstep: Class 8 contains 14823 members 
Mstep: Class 9 contains 8503 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 13657 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 23115 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 53323 members 
Mstep: Class 17 contains 16196 members 
Mstep: Class 18 contains 13119 members 
Mstep: Class 19 contains 9645 members 
Mstep: Class 20 contains 1726 members 
Mstep: Class 21 contains 17720 members 
Mstep: Class 22 contains 59178 members 
Mstep: Class 23 contains 17977 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 36593 members 
Mstep: Class 28 contains 55558 members 
Mstep: Class 29 contains 4025 members 
Mstep: Class 30 contains 15612 members 
Mstep: Class 31 contains 60314 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 10009 members 
Mstep: Class 35 contains 18240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089472.000000 Penalty: 116281.929688
Iteration 56Q: 36 clusters Score -5.108947e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 7601 members 
Mstep: Class 3 contains 28898 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 51224 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20676 members 
Mstep: Class 8 contains 14868 members 
Mstep: Class 9 contains 8509 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 23124 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 52983 members 
Mstep: Class 17 contains 16196 members 
Mstep: Class 18 contains 13088 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 59221 members 
Mstep: Class 23 contains 18005 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 36549 members 
Mstep: Class 28 contains 55741 members 
Mstep: Class 29 contains 4052 members 
Mstep: Class 30 contains 15654 members 
Mstep: Class 31 contains 60271 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 9986 members 
Mstep: Class 35 contains 18211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089844.000000 Penalty: 116281.929688
Iteration 57Q: 36 clusters Score -5.108984e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 7558 members 
Mstep: Class 3 contains 28885 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 51167 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20745 members 
Mstep: Class 8 contains 14896 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 13922 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 23128 members 
Mstep: Class 14 contains 8424 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 16 contains 52663 members 
Mstep: Class 17 contains 16202 members 
Mstep: Class 18 contains 13053 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 17541 members 
Mstep: Class 22 contains 59256 members 
Mstep: Class 23 contains 18025 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2649 members 
Mstep: Class 27 contains 36517 members 
Mstep: Class 28 contains 55927 members 
Mstep: Class 29 contains 4075 members 
Mstep: Class 30 contains 15697 members 
Mstep: Class 31 contains 60237 members 
Mstep: Class 32 contains 3930 members 
Mstep: Class 33 contains 2836 members 
Mstep: Class 34 contains 9968 members 
Mstep: Class 35 contains 18153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089816.000000 Penalty: 116281.929688
Iteration 58Q: 36 clusters Score -5.108982e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 3 contains 28883 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 51095 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20796 members 
Mstep: Class 8 contains 14926 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 14040 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 23129 members 
Mstep: Class 14 contains 8431 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 52366 members 
Mstep: Class 17 contains 16206 members 
Mstep: Class 18 contains 13035 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 1724 members 
Mstep: Class 21 contains 17482 members 
Mstep: Class 22 contains 59294 members 
Mstep: Class 23 contains 18040 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2651 members 
Mstep: Class 27 contains 36494 members 
Mstep: Class 28 contains 56082 members 
Mstep: Class 29 contains 4091 members 
Mstep: Class 30 contains 15732 members 
Mstep: Class 31 contains 60202 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 2834 members 
Mstep: Class 34 contains 9958 members 
Mstep: Class 35 contains 18108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090024.000000 Penalty: 116281.929688
Iteration 59Q: 36 clusters Score -5.109002e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 7498 members 
Mstep: Class 3 contains 28875 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 51033 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20837 members 
Mstep: Class 8 contains 14950 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 14143 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 23127 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 3559 members 
Mstep: Class 16 contains 52103 members 
Mstep: Class 17 contains 16209 members 
Mstep: Class 18 contains 13030 members 
Mstep: Class 19 contains 9746 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 17430 members 
Mstep: Class 22 contains 59326 members 
Mstep: Class 23 contains 18054 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2652 members 
Mstep: Class 27 contains 36471 members 
Mstep: Class 28 contains 56225 members 
Mstep: Class 29 contains 4099 members 
Mstep: Class 30 contains 15767 members 
Mstep: Class 31 contains 60173 members 
Mstep: Class 32 contains 3939 members 
Mstep: Class 33 contains 2832 members 
Mstep: Class 34 contains 9964 members 
Mstep: Class 35 contains 18074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090352.000000 Penalty: 116281.929688
Iteration 60F: 36 clusters Score -5.109035e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 28877 members 
Mstep: Class 4 contains 3776 members 
Mstep: Class 5 contains 50974 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20881 members 
Mstep: Class 8 contains 14972 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 14250 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 23130 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 51871 members 
Mstep: Class 17 contains 16210 members 
Mstep: Class 18 contains 13022 members 
Mstep: Class 19 contains 9770 members 
Mstep: Class 20 contains 1723 members 
Mstep: Class 21 contains 17364 members 
Mstep: Class 22 contains 59355 members 
Mstep: Class 23 contains 18077 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2637 members 
Mstep: Class 27 contains 36439 members 
Mstep: Class 28 contains 56342 members 
Mstep: Class 29 contains 4111 members 
Mstep: Class 30 contains 15794 members 
Mstep: Class 31 contains 60142 members 
Mstep: Class 32 contains 3949 members 
Mstep: Class 33 contains 2891 members 
Mstep: Class 34 contains 9963 members 
Mstep: Class 35 contains 18038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090636.000000 Penalty: 116281.929688
Iteration 61Q: 36 clusters Score -5.109064e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 28881 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 5 contains 50926 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 20947 members 
Mstep: Class 8 contains 14995 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 23127 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 3491 members 
Mstep: Class 16 contains 51656 members 
Mstep: Class 17 contains 16208 members 
Mstep: Class 18 contains 13017 members 
Mstep: Class 19 contains 9789 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 17299 members 
Mstep: Class 22 contains 59384 members 
Mstep: Class 23 contains 18092 members 
Mstep: Class 24 contains 2194 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 36408 members 
Mstep: Class 28 contains 56450 members 
Mstep: Class 29 contains 4123 members 
Mstep: Class 30 contains 15819 members 
Mstep: Class 31 contains 60111 members 
Mstep: Class 32 contains 3964 members 
Mstep: Class 33 contains 2927 members 
Mstep: Class 34 contains 9954 members 
Mstep: Class 35 contains 18003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090448.000000 Penalty: 116281.929688
Iteration 62Q: 36 clusters Score -5.109045e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 28895 members 
Mstep: Class 4 contains 3760 members 
Mstep: Class 5 contains 50865 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 15024 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 14404 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 23128 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 16206 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 19 contains 9808 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 17239 members 
Mstep: Class 22 contains 59411 members 
Mstep: Class 23 contains 18104 members 
Mstep: Class 24 contains 2194 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 36379 members 
Mstep: Class 28 contains 56537 members 
Mstep: Class 29 contains 4133 members 
Mstep: Class 30 contains 15841 members 
Mstep: Class 31 contains 60081 members 
Mstep: Class 32 contains 3972 members 
Mstep: Class 33 contains 2954 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 17976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090416.000000 Penalty: 116281.929688
Iteration 63Q: 36 clusters Score -5.109042e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 28881 members 
Mstep: Class 4 contains 3754 members 
Mstep: Class 5 contains 50818 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 21065 members 
Mstep: Class 8 contains 15051 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 14460 members 
Mstep: Class 12 contains 3526 members 
Mstep: Class 13 contains 23126 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 51304 members 
Mstep: Class 17 contains 16202 members 
Mstep: Class 18 contains 13005 members 
Mstep: Class 19 contains 9824 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 17197 members 
Mstep: Class 22 contains 59444 members 
Mstep: Class 23 contains 18119 members 
Mstep: Class 24 contains 2195 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2633 members 
Mstep: Class 27 contains 36357 members 
Mstep: Class 28 contains 56608 members 
Mstep: Class 29 contains 4142 members 
Mstep: Class 30 contains 15860 members 
Mstep: Class 31 contains 60055 members 
Mstep: Class 32 contains 3986 members 
Mstep: Class 33 contains 2974 members 
Mstep: Class 34 contains 9936 members 
Mstep: Class 35 contains 17942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090364.000000 Penalty: 116281.929688
Iteration 64Q: 36 clusters Score -5.109036e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 28860 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 5 contains 50776 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 21106 members 
Mstep: Class 8 contains 15080 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 14505 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 23124 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 51116 members 
Mstep: Class 17 contains 16202 members 
Mstep: Class 18 contains 13004 members 
Mstep: Class 19 contains 9830 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 17169 members 
Mstep: Class 22 contains 59472 members 
Mstep: Class 23 contains 18135 members 
Mstep: Class 24 contains 2194 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 36338 members 
Mstep: Class 28 contains 56695 members 
Mstep: Class 29 contains 4158 members 
Mstep: Class 30 contains 15891 members 
Mstep: Class 31 contains 60019 members 
Mstep: Class 32 contains 3991 members 
Mstep: Class 33 contains 3006 members 
Mstep: Class 34 contains 9929 members 
Mstep: Class 35 contains 17915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090608.000000 Penalty: 116281.929688
Iteration 65Q: 36 clusters Score -5.109061e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 28849 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 5 contains 50727 members 
Mstep: Class 6 contains 9642 members 
Mstep: Class 7 contains 21153 members 
Mstep: Class 8 contains 15108 members 
Mstep: Class 9 contains 8520 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 14553 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 23122 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 16 contains 50949 members 
Mstep: Class 17 contains 16200 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 9834 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 17131 members 
Mstep: Class 22 contains 59483 members 
Mstep: Class 23 contains 18143 members 
Mstep: Class 24 contains 2194 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2624 members 
Mstep: Class 27 contains 36325 members 
Mstep: Class 28 contains 56774 members 
Mstep: Class 29 contains 4165 members 
Mstep: Class 30 contains 15911 members 
Mstep: Class 31 contains 59989 members 
Mstep: Class 32 contains 3998 members 
Mstep: Class 33 contains 3065 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 17892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091156.000000 Penalty: 116281.929688
Iteration 66Q: 36 clusters Score -5.109116e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 3 contains 28836 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 50678 members 
Mstep: Class 6 contains 9642 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 15127 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3845 members 
Mstep: Class 11 contains 14596 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 23122 members 
Mstep: Class 14 contains 8431 members 
Mstep: Class 15 contains 3373 members 
Mstep: Class 16 contains 50818 members 
Mstep: Class 17 contains 16198 members 
Mstep: Class 18 contains 12995 members 
Mstep: Class 19 contains 9836 members 
Mstep: Class 20 contains 1722 members 
Mstep: Class 21 contains 17096 members 
Mstep: Class 22 contains 59504 members 
Mstep: Class 23 contains 18150 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 36293 members 
Mstep: Class 28 contains 56829 members 
Mstep: Class 29 contains 4176 members 
Mstep: Class 30 contains 15931 members 
Mstep: Class 31 contains 59965 members 
Mstep: Class 32 contains 4005 members 
Mstep: Class 33 contains 3131 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 17872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091828.000000 Penalty: 116281.929688
Iteration 67Q: 36 clusters Score -5.109183e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 28835 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 50621 members 
Mstep: Class 6 contains 9643 members 
Mstep: Class 7 contains 21220 members 
Mstep: Class 8 contains 15151 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 14644 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 23103 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 50681 members 
Mstep: Class 17 contains 16195 members 
Mstep: Class 18 contains 12997 members 
Mstep: Class 19 contains 9840 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 17058 members 
Mstep: Class 22 contains 59522 members 
Mstep: Class 23 contains 18157 members 
Mstep: Class 24 contains 2194 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36259 members 
Mstep: Class 28 contains 56890 members 
Mstep: Class 29 contains 4188 members 
Mstep: Class 30 contains 15945 members 
Mstep: Class 31 contains 59938 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 3149 members 
Mstep: Class 34 contains 9918 members 
Mstep: Class 35 contains 17855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092312.000000 Penalty: 116281.929688
Iteration 68Q: 36 clusters Score -5.109231e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 28828 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 50584 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21262 members 
Mstep: Class 8 contains 15167 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3855 members 
Mstep: Class 11 contains 14677 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23089 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 50569 members 
Mstep: Class 17 contains 16196 members 
Mstep: Class 18 contains 12993 members 
Mstep: Class 19 contains 9840 members 
Mstep: Class 20 contains 1721 members 
Mstep: Class 21 contains 17015 members 
Mstep: Class 22 contains 59535 members 
Mstep: Class 23 contains 18168 members 
Mstep: Class 24 contains 2196 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 36228 members 
Mstep: Class 28 contains 56947 members 
Mstep: Class 29 contains 4207 members 
Mstep: Class 30 contains 15961 members 
Mstep: Class 31 contains 59921 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 3148 members 
Mstep: Class 34 contains 9917 members 
Mstep: Class 35 contains 17837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092336.000000 Penalty: 116281.929688
Iteration 69Q: 36 clusters Score -5.109234e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 28822 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 50536 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21293 members 
Mstep: Class 8 contains 15184 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 14725 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23090 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 50434 members 
Mstep: Class 17 contains 16196 members 
Mstep: Class 18 contains 12982 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16989 members 
Mstep: Class 22 contains 59551 members 
Mstep: Class 23 contains 18173 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 36203 members 
Mstep: Class 28 contains 57002 members 
Mstep: Class 29 contains 4220 members 
Mstep: Class 30 contains 15970 members 
Mstep: Class 31 contains 59900 members 
Mstep: Class 32 contains 4025 members 
Mstep: Class 33 contains 3146 members 
Mstep: Class 34 contains 9909 members 
Mstep: Class 35 contains 17824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092360.000000 Penalty: 116281.929688
Iteration 70Q: 36 clusters Score -5.109236e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 28821 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 50482 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21316 members 
Mstep: Class 8 contains 15205 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 11 contains 14770 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23086 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 3501 members 
Mstep: Class 16 contains 50295 members 
Mstep: Class 17 contains 16195 members 
Mstep: Class 18 contains 12982 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16964 members 
Mstep: Class 22 contains 59566 members 
Mstep: Class 23 contains 18176 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36179 members 
Mstep: Class 28 contains 57049 members 
Mstep: Class 29 contains 4227 members 
Mstep: Class 30 contains 15987 members 
Mstep: Class 31 contains 59879 members 
Mstep: Class 32 contains 4032 members 
Mstep: Class 33 contains 3144 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092360.000000 Penalty: 116281.929688
Iteration 71Q: 36 clusters Score -5.109236e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 7448 members 
Mstep: Class 3 contains 28817 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 50439 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21329 members 
Mstep: Class 8 contains 15222 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 8436 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 50160 members 
Mstep: Class 17 contains 16197 members 
Mstep: Class 18 contains 12968 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16945 members 
Mstep: Class 22 contains 59579 members 
Mstep: Class 23 contains 18181 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2617 members 
Mstep: Class 27 contains 36167 members 
Mstep: Class 28 contains 57100 members 
Mstep: Class 29 contains 4233 members 
Mstep: Class 30 contains 16002 members 
Mstep: Class 31 contains 59858 members 
Mstep: Class 32 contains 4046 members 
Mstep: Class 33 contains 3143 members 
Mstep: Class 34 contains 9911 members 
Mstep: Class 35 contains 17810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092396.000000 Penalty: 116281.929688
Iteration 72Q: 36 clusters Score -5.10924e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 28816 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 50396 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 21353 members 
Mstep: Class 8 contains 15235 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 11 contains 14830 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23078 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 3545 members 
Mstep: Class 16 contains 50033 members 
Mstep: Class 17 contains 16194 members 
Mstep: Class 18 contains 12954 members 
Mstep: Class 19 contains 9858 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16919 members 
Mstep: Class 22 contains 59602 members 
Mstep: Class 23 contains 18188 members 
Mstep: Class 24 contains 2200 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36159 members 
Mstep: Class 28 contains 57162 members 
Mstep: Class 29 contains 4241 members 
Mstep: Class 30 contains 16014 members 
Mstep: Class 31 contains 59843 members 
Mstep: Class 32 contains 4064 members 
Mstep: Class 33 contains 3142 members 
Mstep: Class 34 contains 9908 members 
Mstep: Class 35 contains 17799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092456.000000 Penalty: 116281.929688
Iteration 73Q: 36 clusters Score -5.109246e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 28814 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 50352 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 21376 members 
Mstep: Class 8 contains 15248 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 14845 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 23079 members 
Mstep: Class 14 contains 8434 members 
Mstep: Class 15 contains 3558 members 
Mstep: Class 16 contains 49922 members 
Mstep: Class 17 contains 16193 members 
Mstep: Class 18 contains 12941 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16895 members 
Mstep: Class 22 contains 59626 members 
Mstep: Class 23 contains 18193 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2622 members 
Mstep: Class 27 contains 36151 members 
Mstep: Class 28 contains 57215 members 
Mstep: Class 29 contains 4246 members 
Mstep: Class 30 contains 16028 members 
Mstep: Class 31 contains 59819 members 
Mstep: Class 32 contains 4082 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9908 members 
Mstep: Class 35 contains 17789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092596.000000 Penalty: 116281.929688
Iteration 74Q: 36 clusters Score -5.10926e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 28789 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 50318 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 21396 members 
Mstep: Class 8 contains 15255 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 11 contains 14874 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 23082 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 49829 members 
Mstep: Class 17 contains 16189 members 
Mstep: Class 18 contains 12929 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16872 members 
Mstep: Class 22 contains 59643 members 
Mstep: Class 23 contains 18196 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 36142 members 
Mstep: Class 28 contains 57265 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 16035 members 
Mstep: Class 31 contains 59805 members 
Mstep: Class 32 contains 4098 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9908 members 
Mstep: Class 35 contains 17775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092516.000000 Penalty: 116281.929688
Iteration 75Q: 36 clusters Score -5.109252e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 28759 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 21413 members 
Mstep: Class 8 contains 15256 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3880 members 
Mstep: Class 11 contains 14903 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 23092 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 49731 members 
Mstep: Class 17 contains 16187 members 
Mstep: Class 18 contains 12907 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16855 members 
Mstep: Class 22 contains 59654 members 
Mstep: Class 23 contains 18202 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 36139 members 
Mstep: Class 28 contains 57318 members 
Mstep: Class 29 contains 4260 members 
Mstep: Class 30 contains 16042 members 
Mstep: Class 31 contains 59802 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092532.000000 Penalty: 116281.929688
Iteration 76Q: 36 clusters Score -5.109253e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 28735 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 50259 members 
Mstep: Class 6 contains 9645 members 
Mstep: Class 7 contains 21427 members 
Mstep: Class 8 contains 15258 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3886 members 
Mstep: Class 11 contains 14927 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 23104 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 49632 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 18 contains 12885 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16839 members 
Mstep: Class 22 contains 59666 members 
Mstep: Class 23 contains 18210 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2620 members 
Mstep: Class 27 contains 36137 members 
Mstep: Class 28 contains 57366 members 
Mstep: Class 29 contains 4267 members 
Mstep: Class 30 contains 16050 members 
Mstep: Class 31 contains 59794 members 
Mstep: Class 32 contains 4146 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9909 members 
Mstep: Class 35 contains 17753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092512.000000 Penalty: 116281.929688
Iteration 77Q: 36 clusters Score -5.109251e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 28711 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 50231 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21439 members 
Mstep: Class 8 contains 15262 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 14956 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 23113 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 49544 members 
Mstep: Class 17 contains 16179 members 
Mstep: Class 18 contains 12865 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16822 members 
Mstep: Class 22 contains 59681 members 
Mstep: Class 23 contains 18216 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 36136 members 
Mstep: Class 28 contains 57401 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16058 members 
Mstep: Class 31 contains 59785 members 
Mstep: Class 32 contains 4170 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9909 members 
Mstep: Class 35 contains 17743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092516.000000 Penalty: 116281.929688
Iteration 78Q: 36 clusters Score -5.109252e+07 nChanged 288
Entering ConstructFrom: 
Score: -51092516.000000 Penalty: 116281.929688
Entering ConstructFrom: 
Trying to split cluster 1 (55901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Entering Unmasked Estep 
Score: -4463293.000000 Penalty: 2710.971680
	Iteration 0F: 2 clusters Score -4463293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4425690.500000 Penalty: 5421.943359
	Iteration 0F: 3 clusters Score -4425690 nChanged 25863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4440489.000000 Penalty: 5421.943359
	Iteration 1F: 3 clusters Score -4440489 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4441733.500000 Penalty: 5421.943359
	Iteration 2Q: 3 clusters Score -4441734 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4443374.500000 Penalty: 5421.943359
	Iteration 3F: 3 clusters Score -4443374 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4445365.500000 Penalty: 5421.943359
	Iteration 4F: 3 clusters Score -4445366 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4447390.000000 Penalty: 5421.943359
	Iteration 5F: 3 clusters Score -4447390 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -4449249.000000 Penalty: 5421.943359
	Iteration 6F: 3 clusters Score -4449249 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4450635.000000 Penalty: 5421.943359
	Iteration 7F: 3 clusters Score -4450635 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -4451691.500000 Penalty: 5421.943359
	Iteration 8Q: 3 clusters Score -4451692 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4452434.500000 Penalty: 5421.943359
	Iteration 9Q: 3 clusters Score -4452434 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4453149.000000 Penalty: 5421.943359
	Iteration 10Q: 3 clusters Score -4453149 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4453836.000000 Penalty: 5421.943359
	Iteration 11Q: 3 clusters Score -4453836 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4454496.000000 Penalty: 5421.943359
	Iteration 12Q: 3 clusters Score -4454496 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4455139.000000 Penalty: 5421.943359
	Iteration 13Q: 3 clusters Score -4455139 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4455763.000000 Penalty: 5421.943359
	Iteration 14Q: 3 clusters Score -4455763 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4456207.500000 Penalty: 5421.943359
	Iteration 15Q: 3 clusters Score -4456208 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4456647.000000 Penalty: 5421.943359
	Iteration 16Q: 3 clusters Score -4456647 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4457055.500000 Penalty: 5421.943359
	Iteration 17Q: 3 clusters Score -4457056 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4457457.500000 Penalty: 5421.943359
	Iteration 18Q: 3 clusters Score -4457458 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4457853.500000 Penalty: 5421.943359
	Iteration 19Q: 3 clusters Score -4457854 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4458192.500000 Penalty: 5421.943359
	Iteration 20F: 3 clusters Score -4458192 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -4458519.000000 Penalty: 5421.943359
	Iteration 21Q: 3 clusters Score -4458519 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4458779.000000 Penalty: 5421.943359
	Iteration 22Q: 3 clusters Score -4458779 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4459088.000000 Penalty: 5421.943359
	Iteration 23Q: 3 clusters Score -4459088 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4459347.000000 Penalty: 5421.943359
	Iteration 24Q: 3 clusters Score -4459347 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4459565.500000 Penalty: 5421.943359
	Iteration 25Q: 3 clusters Score -4459566 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4459775.000000 Penalty: 5421.943359
	Iteration 26Q: 3 clusters Score -4459775 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4459975.000000 Penalty: 5421.943359
	Iteration 27Q: 3 clusters Score -4459975 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4460124.000000 Penalty: 5421.943359
	Iteration 28Q: 3 clusters Score -4460124 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4460255.500000 Penalty: 5421.943359
	Iteration 29Q: 3 clusters Score -4460256 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4460364.500000 Penalty: 5421.943359
	Iteration 30Q: 3 clusters Score -4460364 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4460465.500000 Penalty: 5421.943359
	Iteration 31Q: 3 clusters Score -4460466 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -4460538.500000 Penalty: 5421.943359
	Iteration 32Q: 3 clusters Score -4460538 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4460598.500000 Penalty: 5421.943359
	Iteration 33Q: 3 clusters Score -4460598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4460637.000000 Penalty: 5421.943359
	Iteration 34Q: 3 clusters Score -4460637 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4460706.000000 Penalty: 5421.943359
	Iteration 35Q: 3 clusters Score -4460706 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4460765.000000 Penalty: 5421.943359
	Iteration 36Q: 3 clusters Score -4460765 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -4460807.000000 Penalty: 5421.943359
	Iteration 37Q: 3 clusters Score -4460807 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4460862.500000 Penalty: 5421.943359
	Iteration 38Q: 3 clusters Score -4460862 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4460891.500000 Penalty: 5421.943359
	Iteration 39Q: 3 clusters Score -4460892 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4460927.000000 Penalty: 5421.943359
	Iteration 40F: 3 clusters Score -4460927 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4460953.000000 Penalty: 5421.943359
	Iteration 41Q: 3 clusters Score -4460953 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4461021.500000 Penalty: 5421.943359
	Iteration 42Q: 3 clusters Score -4461022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4461041.000000 Penalty: 5421.943359
	Iteration 43Q: 3 clusters Score -4461041 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4461072.500000 Penalty: 5421.943359
	Iteration 44Q: 3 clusters Score -4461072 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4461113.000000 Penalty: 5421.943359
	Iteration 45Q: 3 clusters Score -4461113 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4461135.500000 Penalty: 5421.943359
	Iteration 46Q: 3 clusters Score -4461136 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4461193.000000 Penalty: 5421.943359
	Iteration 47Q: 3 clusters Score -4461193 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4461247.500000 Penalty: 5421.943359
	Iteration 48Q: 3 clusters Score -4461248 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4461379.000000 Penalty: 5421.943359
	Iteration 49Q: 3 clusters Score -4461379 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4461510.000000 Penalty: 5421.943359
	Iteration 50Q: 3 clusters Score -4461510 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -4461683.000000 Penalty: 5421.943359
	Iteration 51Q: 3 clusters Score -4461683 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4461867.000000 Penalty: 5421.943359
	Iteration 52Q: 3 clusters Score -4461867 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4461990.500000 Penalty: 5421.943359
	Iteration 53Q: 3 clusters Score -4461990 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4462153.500000 Penalty: 5421.943359
	Iteration 54Q: 3 clusters Score -4462154 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4462215.500000 Penalty: 5421.943359
	Iteration 55Q: 3 clusters Score -4462216 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4462306.500000 Penalty: 5421.943359
	Iteration 56Q: 3 clusters Score -4462306 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4462364.000000 Penalty: 5421.943359
	Iteration 57Q: 3 clusters Score -4462364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4462380.500000 Penalty: 5421.943359
	Iteration 58Q: 3 clusters Score -4462380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -4462405.500000 Penalty: 5421.943359
	Iteration 59Q: 3 clusters Score -4462406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4462433.000000 Penalty: 5421.943359
	Iteration 60F: 3 clusters Score -4462433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4462438.500000 Penalty: 5421.943359
	Iteration 61Q: 3 clusters Score -4462438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4462433.000000 Penalty: 5421.943359
	Iteration 62Q: 3 clusters Score -4462433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4462436.500000 Penalty: 5421.943359
	Iteration 63Q: 3 clusters Score -4462436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4462455.000000 Penalty: 5421.943359
	Iteration 64Q: 3 clusters Score -4462455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4462459.500000 Penalty: 5421.943359
	Iteration 65Q: 3 clusters Score -4462460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4462461.500000 Penalty: 5421.943359
	Iteration 66Q: 3 clusters Score -4462462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4462472.500000 Penalty: 5421.943359
	Iteration 67Q: 3 clusters Score -4462472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4462468.500000 Penalty: 5421.943359
	Iteration 68Q: 3 clusters Score -4462468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4462473.000000 Penalty: 5421.943359
	Iteration 69Q: 3 clusters Score -4462473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4462478.500000 Penalty: 5421.943359
	Iteration 70Q: 3 clusters Score -4462478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4462480.500000 Penalty: 5421.943359
	Iteration 71Q: 3 clusters Score -4462480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4462476.500000 Penalty: 5421.943359
	Iteration 72Q: 3 clusters Score -4462476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4462487.500000 Penalty: 5421.943359
	Iteration 73Q: 3 clusters Score -4462488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4462490.000000 Penalty: 5421.943359
	Iteration 74Q: 3 clusters Score -4462490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4462479.000000 Penalty: 5421.943359
	Iteration 75Q: 3 clusters Score -4462479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -4462481.000000 Penalty: 5421.943359
	Iteration 76Q: 3 clusters Score -4462481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4462494.500000 Penalty: 5421.943359
	Iteration 77Q: 3 clusters Score -4462494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4462501.000000 Penalty: 5421.943359
	Iteration 78Q: 3 clusters Score -4462501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -4462509.000000 Penalty: 5421.943359
	Iteration 79Q: 3 clusters Score -4462509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4462498.500000 Penalty: 5421.943359
	Iteration 80F: 3 clusters Score -4462498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4462502.500000 Penalty: 5421.943359
	Iteration 81Q: 3 clusters Score -4462502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4462510.000000 Penalty: 5421.943359
	Iteration 82Q: 3 clusters Score -4462510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4462508.500000 Penalty: 5421.943359
	Iteration 83Q: 3 clusters Score -4462508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4462507.000000 Penalty: 5421.943359
	Iteration 84Q: 3 clusters Score -4462507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4462501.500000 Penalty: 5421.943359
	Iteration 85Q: 3 clusters Score -4462502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4462500.500000 Penalty: 5421.943359
	Iteration 86Q: 3 clusters Score -4462500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4462505.500000 Penalty: 5421.943359
	Iteration 87Q: 3 clusters Score -4462506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4462501.500000 Penalty: 5421.943359
	Iteration 88Q: 3 clusters Score -4462502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4462503.000000 Penalty: 5421.943359
	Iteration 89Q: 3 clusters Score -4462503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4462504.500000 Penalty: 5421.943359
	Iteration 90Q: 3 clusters Score -4462504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4462505.500000 Penalty: 5421.943359
	Iteration 91Q: 3 clusters Score -4462506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4462507.000000 Penalty: 5421.943359
	Iteration 92Q: 3 clusters Score -4462507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4462506.000000 Penalty: 5421.943359
	Iteration 93Q: 3 clusters Score -4462506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4462506.500000 Penalty: 5421.943359
	Iteration 94Q: 3 clusters Score -4462506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4462505.000000 Penalty: 5421.943359
	Iteration 95Q: 3 clusters Score -4462505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4462507.000000 Penalty: 5421.943359
	Iteration 96Q: 3 clusters Score -4462507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4462507.000000 Penalty: 5421.943359
	Iteration 97F: 3 clusters Score -4462507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Entering Unmasked Estep 
Score: -612633.125000 Penalty: 2210.894043
	Iteration 0F: 2 clusters Score -612633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -606683.250000 Penalty: 4421.788086
	Iteration 0F: 3 clusters Score -606683.2 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -608231.437500 Penalty: 4421.788086
	Iteration 1F: 3 clusters Score -608231.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -608562.312500 Penalty: 4421.788086
	Iteration 2F: 3 clusters Score -608562.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -608809.000000 Penalty: 4421.788086
	Iteration 3F: 3 clusters Score -608809 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -608994.937500 Penalty: 4421.788086
	Iteration 4F: 3 clusters Score -608994.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -609197.500000 Penalty: 4421.788086
	Iteration 5Q: 3 clusters Score -609197.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -609501.937500 Penalty: 4421.788086
	Iteration 6F: 3 clusters Score -609501.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -609874.875000 Penalty: 4421.788086
	Iteration 7F: 3 clusters Score -609874.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -610217.375000 Penalty: 4421.788086
	Iteration 8F: 3 clusters Score -610217.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -610508.750000 Penalty: 4421.788086
	Iteration 9F: 3 clusters Score -610508.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -610787.750000 Penalty: 4421.788086
	Iteration 10Q: 3 clusters Score -610787.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -611045.812500 Penalty: 4421.788086
	Iteration 11Q: 3 clusters Score -611045.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -611224.687500 Penalty: 4421.788086
	Iteration 12Q: 3 clusters Score -611224.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -611364.687500 Penalty: 4421.788086
	Iteration 13Q: 3 clusters Score -611364.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -611456.937500 Penalty: 4421.788086
	Iteration 14Q: 3 clusters Score -611456.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -611528.187500 Penalty: 4421.788086
	Iteration 15Q: 3 clusters Score -611528.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -611579.687500 Penalty: 4421.788086
	Iteration 16Q: 3 clusters Score -611579.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -611623.437500 Penalty: 4421.788086
	Iteration 17Q: 3 clusters Score -611623.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -611657.187500 Penalty: 4421.788086
	Iteration 18Q: 3 clusters Score -611657.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -611689.687500 Penalty: 4421.788086
	Iteration 19Q: 3 clusters Score -611689.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -611706.125000 Penalty: 4421.788086
	Iteration 20F: 3 clusters Score -611706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -611713.625000 Penalty: 4421.788086
	Iteration 21Q: 3 clusters Score -611713.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -611722.687500 Penalty: 4421.788086
	Iteration 22Q: 3 clusters Score -611722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -611728.937500 Penalty: 4421.788086
	Iteration 23Q: 3 clusters Score -611728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -611731.250000 Penalty: 4421.788086
	Iteration 24Q: 3 clusters Score -611731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -611732.312500 Penalty: 4421.788086
	Iteration 25Q: 3 clusters Score -611732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -611734.062500 Penalty: 4421.788086
	Iteration 26Q: 3 clusters Score -611734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -611734.875000 Penalty: 4421.788086
	Iteration 27Q: 3 clusters Score -611734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -611736.062500 Penalty: 4421.788086
	Iteration 28Q: 3 clusters Score -611736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -611735.562500 Penalty: 4421.788086
	Iteration 29Q: 3 clusters Score -611735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -611735.187500 Penalty: 4421.788086
	Iteration 30Q: 3 clusters Score -611735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -611735.250000 Penalty: 4421.788086
	Iteration 31Q: 3 clusters Score -611735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -611735.125000 Penalty: 4421.788086
	Iteration 32Q: 3 clusters Score -611735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -611738.250000 Penalty: 4421.788086
	Iteration 33Q: 3 clusters Score -611738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -611738.250000 Penalty: 4421.788086
	Iteration 34F: 3 clusters Score -611738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Entering Unmasked Estep 
Score: -2317854.500000 Penalty: 2545.530273
	Iteration 0F: 2 clusters Score -2317854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2298096.750000 Penalty: 5091.060547
	Iteration 0F: 3 clusters Score -2298097 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2305080.500000 Penalty: 5091.060547
	Iteration 1F: 3 clusters Score -2305080 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2305703.750000 Penalty: 5091.060547
	Iteration 2F: 3 clusters Score -2305704 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2306414.000000 Penalty: 5091.060547
	Iteration 3F: 3 clusters Score -2306414 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2307284.750000 Penalty: 5091.060547
	Iteration 4F: 3 clusters Score -2307285 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2308235.250000 Penalty: 5091.060547
	Iteration 5F: 3 clusters Score -2308235 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2309159.250000 Penalty: 5091.060547
	Iteration 6F: 3 clusters Score -2309159 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2310096.750000 Penalty: 5091.060547
	Iteration 7F: 3 clusters Score -2310097 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2310930.750000 Penalty: 5091.060547
	Iteration 8F: 3 clusters Score -2310931 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2311784.000000 Penalty: 5091.060547
	Iteration 9Q: 3 clusters Score -2311784 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2312681.500000 Penalty: 5091.060547
	Iteration 10Q: 3 clusters Score -2312682 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2313604.250000 Penalty: 5091.060547
	Iteration 11Q: 3 clusters Score -2313604 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2314413.500000 Penalty: 5091.060547
	Iteration 12Q: 3 clusters Score -2314414 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2314982.750000 Penalty: 5091.060547
	Iteration 13Q: 3 clusters Score -2314983 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2315345.000000 Penalty: 5091.060547
	Iteration 14Q: 3 clusters Score -2315345 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2315638.000000 Penalty: 5091.060547
	Iteration 15Q: 3 clusters Score -2315638 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2315890.250000 Penalty: 5091.060547
	Iteration 16Q: 3 clusters Score -2315890 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2316063.250000 Penalty: 5091.060547
	Iteration 17Q: 3 clusters Score -2316063 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2316154.500000 Penalty: 5091.060547
	Iteration 18Q: 3 clusters Score -2316154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2316215.000000 Penalty: 5091.060547
	Iteration 19Q: 3 clusters Score -2316215 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2316275.750000 Penalty: 5091.060547
	Iteration 20F: 3 clusters Score -2316276 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2316320.000000 Penalty: 5091.060547
	Iteration 21Q: 3 clusters Score -2316320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2316349.250000 Penalty: 5091.060547
	Iteration 22Q: 3 clusters Score -2316349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2316375.750000 Penalty: 5091.060547
	Iteration 23Q: 3 clusters Score -2316376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2316393.750000 Penalty: 5091.060547
	Iteration 24Q: 3 clusters Score -2316394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2316409.250000 Penalty: 5091.060547
	Iteration 25Q: 3 clusters Score -2316409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2316418.000000 Penalty: 5091.060547
	Iteration 26Q: 3 clusters Score -2316418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2316431.500000 Penalty: 5091.060547
	Iteration 27Q: 3 clusters Score -2316432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2316433.500000 Penalty: 5091.060547
	Iteration 28Q: 3 clusters Score -2316434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2316445.000000 Penalty: 5091.060547
	Iteration 29Q: 3 clusters Score -2316445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2316455.000000 Penalty: 5091.060547
	Iteration 30Q: 3 clusters Score -2316455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2316456.750000 Penalty: 5091.060547
	Iteration 31Q: 3 clusters Score -2316457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2316461.000000 Penalty: 5091.060547
	Iteration 32Q: 3 clusters Score -2316461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2316461.250000 Penalty: 5091.060547
	Iteration 33Q: 3 clusters Score -2316461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2316465.250000 Penalty: 5091.060547
	Iteration 34Q: 3 clusters Score -2316465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2316467.250000 Penalty: 5091.060547
	Iteration 35Q: 3 clusters Score -2316467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2316469.000000 Penalty: 5091.060547
	Iteration 36Q: 3 clusters Score -2316469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2316468.500000 Penalty: 5091.060547
	Iteration 37Q: 3 clusters Score -2316468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2316469.250000 Penalty: 5091.060547
	Iteration 38Q: 3 clusters Score -2316469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2316468.000000 Penalty: 5091.060547
	Iteration 39Q: 3 clusters Score -2316468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2316466.500000 Penalty: 5091.060547
	Iteration 40F: 3 clusters Score -2316466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2316465.500000 Penalty: 5091.060547
	Iteration 41Q: 3 clusters Score -2316466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2316466.750000 Penalty: 5091.060547
	Iteration 42Q: 3 clusters Score -2316467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2316468.250000 Penalty: 5091.060547
	Iteration 43Q: 3 clusters Score -2316468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2316468.750000 Penalty: 5091.060547
	Iteration 44Q: 3 clusters Score -2316469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2316468.500000 Penalty: 5091.060547
	Iteration 45Q: 3 clusters Score -2316468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2316468.250000 Penalty: 5091.060547
	Iteration 46Q: 3 clusters Score -2316468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2316468.250000 Penalty: 5091.060547
	Iteration 47Q: 3 clusters Score -2316468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2316468.250000 Penalty: 5091.060547
	Iteration 48F: 3 clusters Score -2316468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -287278.375000 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -287278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -283543.468750 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -283543.5 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -284352.375000 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -284352.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -284580.843750 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -284580.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -284728.562500 Penalty: 4076.652344
	Iteration 3F: 3 clusters Score -284728.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -284846.718750 Penalty: 4076.652344
	Iteration 4Q: 3 clusters Score -284846.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -284956.125000 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -284956.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -285057.562500 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -285057.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285155.468750 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -285155.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -285230.343750 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -285230.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -285289.656250 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -285289.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -285331.656250 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -285331.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -285371.281250 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -285371.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -285412.343750 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -285412.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -285447.812500 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -285447.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -285483.500000 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -285483.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -285513.875000 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -285513.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285551.437500 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -285551.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -285594.312500 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -285594.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -285634.968750 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -285635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -285666.281250 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -285666.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -285687.000000 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -285687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -285708.187500 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -285708.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -285728.531250 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -285728.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -285754.156250 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -285754.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -285788.718750 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -285788.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -285837.062500 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -285837.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -285892.062500 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -285892.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -285943.031250 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -285943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -285980.937500 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -285980.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -286022.687500 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -286022.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -286076.093750 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -286076.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -286147.718750 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -286147.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -286215.437500 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -286215.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -286274.312500 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -286274.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -286304.625000 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -286304.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -286333.000000 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -286333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -286355.531250 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -286355.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -286366.843750 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -286366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -286375.250000 Penalty: 4076.652344
	Iteration 38Q: 3 clusters Score -286375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -286380.875000 Penalty: 4076.652344
	Iteration 39Q: 3 clusters Score -286380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -286386.156250 Penalty: 4076.652344
	Iteration 40F: 3 clusters Score -286386.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -286391.968750 Penalty: 4076.652344
	Iteration 41Q: 3 clusters Score -286392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -286396.812500 Penalty: 4076.652344
	Iteration 42Q: 3 clusters Score -286396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -286400.250000 Penalty: 4076.652344
	Iteration 43Q: 3 clusters Score -286400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -286403.312500 Penalty: 4076.652344
	Iteration 44Q: 3 clusters Score -286403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -286403.187500 Penalty: 4076.652344
	Iteration 45Q: 3 clusters Score -286403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -286403.187500 Penalty: 4076.652344
	Iteration 46F: 3 clusters Score -286403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Entering Unmasked Estep 
Score: -4036781.500000 Penalty: 2684.280273
	Iteration 0F: 2 clusters Score -4036782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4002975.000000 Penalty: 5368.560547
	Iteration 0F: 3 clusters Score -4002975 nChanged 23257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4015981.500000 Penalty: 5368.560547
	Iteration 1F: 3 clusters Score -4015982 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4016893.000000 Penalty: 5368.560547
	Iteration 2Q: 3 clusters Score -4016893 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4017960.250000 Penalty: 5368.560547
	Iteration 3Q: 3 clusters Score -4017960 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4019377.500000 Penalty: 5368.560547
	Iteration 4F: 3 clusters Score -4019378 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4021443.000000 Penalty: 5368.560547
	Iteration 5F: 3 clusters Score -4021443 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -4024147.250000 Penalty: 5368.560547
	Iteration 6F: 3 clusters Score -4024147 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4027479.500000 Penalty: 5368.560547
	Iteration 7F: 3 clusters Score -4027480 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4030837.000000 Penalty: 5368.560547
	Iteration 8F: 3 clusters Score -4030837 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4033167.750000 Penalty: 5368.560547
	Iteration 9F: 3 clusters Score -4033168 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4034377.250000 Penalty: 5368.560547
	Iteration 10Q: 3 clusters Score -4034377 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4034932.750000 Penalty: 5368.560547
	Iteration 11Q: 3 clusters Score -4034933 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4035253.500000 Penalty: 5368.560547
	Iteration 12Q: 3 clusters Score -4035254 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4035461.750000 Penalty: 5368.560547
	Iteration 13Q: 3 clusters Score -4035462 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4035658.250000 Penalty: 5368.560547
	Iteration 14Q: 3 clusters Score -4035658 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4035873.750000 Penalty: 5368.560547
	Iteration 15Q: 3 clusters Score -4035874 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4036128.500000 Penalty: 5368.560547
	Iteration 16Q: 3 clusters Score -4036128 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4036569.250000 Penalty: 5368.560547
	Iteration 17Q: 3 clusters Score -4036569 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4037256.000000 Penalty: 5368.560547
	Iteration 18Q: 3 clusters Score -4037256 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4038311.000000 Penalty: 5368.560547
	Iteration 19Q: 3 clusters Score -4038311 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4039735.750000 Penalty: 5368.560547
	Iteration 20F: 3 clusters Score -4039736 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -4041210.750000 Penalty: 5368.560547
	Iteration 21Q: 3 clusters Score -4041211 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4042037.500000 Penalty: 5368.560547
	Iteration 22Q: 3 clusters Score -4042038 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4042290.500000 Penalty: 5368.560547
	Iteration 23Q: 3 clusters Score -4042290 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4042385.250000 Penalty: 5368.560547
	Iteration 24Q: 3 clusters Score -4042385 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4042423.000000 Penalty: 5368.560547
	Iteration 25Q: 3 clusters Score -4042423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4042436.500000 Penalty: 5368.560547
	Iteration 26Q: 3 clusters Score -4042436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4042443.500000 Penalty: 5368.560547
	Iteration 27Q: 3 clusters Score -4042444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4042450.750000 Penalty: 5368.560547
	Iteration 28Q: 3 clusters Score -4042451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4042452.500000 Penalty: 5368.560547
	Iteration 29Q: 3 clusters Score -4042452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -4042453.250000 Penalty: 5368.560547
	Iteration 30Q: 3 clusters Score -4042453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -4042455.250000 Penalty: 5368.560547
	Iteration 31Q: 3 clusters Score -4042455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4042463.000000 Penalty: 5368.560547
	Iteration 32Q: 3 clusters Score -4042463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4042459.250000 Penalty: 5368.560547
	Iteration 33Q: 3 clusters Score -4042459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4042465.000000 Penalty: 5368.560547
	Iteration 34Q: 3 clusters Score -4042465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4042462.000000 Penalty: 5368.560547
	Iteration 35Q: 3 clusters Score -4042462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4042462.000000 Penalty: 5368.560547
	Iteration 36Q: 3 clusters Score -4042462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4042459.750000 Penalty: 5368.560547
	Iteration 37Q: 3 clusters Score -4042460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4042462.500000 Penalty: 5368.560547
	Iteration 38Q: 3 clusters Score -4042462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4042462.500000 Penalty: 5368.560547
	Iteration 39F: 3 clusters Score -4042462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 14979 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 23120 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 49463 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Entering Unmasked Estep 
Score: -51097608.000000 Penalty: 119604.273438
Splitting cluster 5 changes total score from -51092516.000000 to -51097608.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (9644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Entering Unmasked Estep 
Score: -772003.625000 Penalty: 2275.174561
	Iteration 0F: 2 clusters Score -772003.6 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 4862 members 
Entering Unmasked Estep 
Score: -764628.875000 Penalty: 4550.349121
	Iteration 0F: 3 clusters Score -764628.9 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -766793.250000 Penalty: 4550.349121
	Iteration 1F: 3 clusters Score -766793.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -767122.062500 Penalty: 4550.349121
	Iteration 2F: 3 clusters Score -767122.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -767357.125000 Penalty: 4550.349121
	Iteration 3F: 3 clusters Score -767357.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -767568.187500 Penalty: 4550.349121
	Iteration 4Q: 3 clusters Score -767568.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -767770.312500 Penalty: 4550.349121
	Iteration 5Q: 3 clusters Score -767770.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -768009.687500 Penalty: 4550.349121
	Iteration 6Q: 3 clusters Score -768009.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -768305.687500 Penalty: 4550.349121
	Iteration 7Q: 3 clusters Score -768305.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -768641.312500 Penalty: 4550.349121
	Iteration 8F: 3 clusters Score -768641.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -769033.375000 Penalty: 4550.349121
	Iteration 9F: 3 clusters Score -769033.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -769492.187500 Penalty: 4550.349121
	Iteration 10F: 3 clusters Score -769492.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -769897.000000 Penalty: 4550.349121
	Iteration 11Q: 3 clusters Score -769897 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -770185.062500 Penalty: 4550.349121
	Iteration 12Q: 3 clusters Score -770185.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -770345.687500 Penalty: 4550.349121
	Iteration 13Q: 3 clusters Score -770345.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -770453.187500 Penalty: 4550.349121
	Iteration 14Q: 3 clusters Score -770453.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -770540.312500 Penalty: 4550.349121
	Iteration 15Q: 3 clusters Score -770540.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -770601.812500 Penalty: 4550.349121
	Iteration 16Q: 3 clusters Score -770601.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -770628.875000 Penalty: 4550.349121
	Iteration 17Q: 3 clusters Score -770628.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -770642.125000 Penalty: 4550.349121
	Iteration 18Q: 3 clusters Score -770642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -770648.937500 Penalty: 4550.349121
	Iteration 19Q: 3 clusters Score -770648.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -770656.687500 Penalty: 4550.349121
	Iteration 20F: 3 clusters Score -770656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -770663.312500 Penalty: 4550.349121
	Iteration 21Q: 3 clusters Score -770663.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -770665.625000 Penalty: 4550.349121
	Iteration 22Q: 3 clusters Score -770665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -770673.812500 Penalty: 4550.349121
	Iteration 23Q: 3 clusters Score -770673.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -770675.812500 Penalty: 4550.349121
	Iteration 24Q: 3 clusters Score -770675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -770678.500000 Penalty: 4550.349121
	Iteration 25Q: 3 clusters Score -770678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -770679.500000 Penalty: 4550.349121
	Iteration 26Q: 3 clusters Score -770679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -770682.000000 Penalty: 4550.349121
	Iteration 27Q: 3 clusters Score -770682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -770685.250000 Penalty: 4550.349121
	Iteration 28Q: 3 clusters Score -770685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -770688.937500 Penalty: 4550.349121
	Iteration 29Q: 3 clusters Score -770688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -770691.437500 Penalty: 4550.349121
	Iteration 30Q: 3 clusters Score -770691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -770692.000000 Penalty: 4550.349121
	Iteration 31Q: 3 clusters Score -770692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -770694.875000 Penalty: 4550.349121
	Iteration 32Q: 3 clusters Score -770694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -770695.875000 Penalty: 4550.349121
	Iteration 33Q: 3 clusters Score -770695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -770697.625000 Penalty: 4550.349121
	Iteration 34Q: 3 clusters Score -770697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -770700.000000 Penalty: 4550.349121
	Iteration 35Q: 3 clusters Score -770700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -770701.125000 Penalty: 4550.349121
	Iteration 36Q: 3 clusters Score -770701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -770704.437500 Penalty: 4550.349121
	Iteration 37Q: 3 clusters Score -770704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -770708.500000 Penalty: 4550.349121
	Iteration 38Q: 3 clusters Score -770708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -770711.125000 Penalty: 4550.349121
	Iteration 39Q: 3 clusters Score -770711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -770711.125000 Penalty: 4550.349121
	Iteration 40F: 3 clusters Score -770711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Entering Unmasked Estep 
Score: -1772732.250000 Penalty: 2473.353516
	Iteration 0F: 2 clusters Score -1772732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1757614.375000 Penalty: 4946.707031
	Iteration 0F: 3 clusters Score -1757614 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1762948.750000 Penalty: 4946.707031
	Iteration 1F: 3 clusters Score -1762949 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1763482.375000 Penalty: 4946.707031
	Iteration 2F: 3 clusters Score -1763482 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1764072.375000 Penalty: 4946.707031
	Iteration 3F: 3 clusters Score -1764072 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1764785.000000 Penalty: 4946.707031
	Iteration 4F: 3 clusters Score -1764785 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1765614.250000 Penalty: 4946.707031
	Iteration 5F: 3 clusters Score -1765614 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1766532.625000 Penalty: 4946.707031
	Iteration 6F: 3 clusters Score -1766533 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1767365.000000 Penalty: 4946.707031
	Iteration 7F: 3 clusters Score -1767365 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1768083.250000 Penalty: 4946.707031
	Iteration 8Q: 3 clusters Score -1768083 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1768693.750000 Penalty: 4946.707031
	Iteration 9Q: 3 clusters Score -1768694 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1769146.625000 Penalty: 4946.707031
	Iteration 10Q: 3 clusters Score -1769147 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1769505.500000 Penalty: 4946.707031
	Iteration 11Q: 3 clusters Score -1769506 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1769816.375000 Penalty: 4946.707031
	Iteration 12Q: 3 clusters Score -1769816 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1770062.250000 Penalty: 4946.707031
	Iteration 13Q: 3 clusters Score -1770062 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1770237.375000 Penalty: 4946.707031
	Iteration 14Q: 3 clusters Score -1770237 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1770389.375000 Penalty: 4946.707031
	Iteration 15Q: 3 clusters Score -1770389 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1770505.750000 Penalty: 4946.707031
	Iteration 16Q: 3 clusters Score -1770506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1770600.750000 Penalty: 4946.707031
	Iteration 17Q: 3 clusters Score -1770601 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1770674.125000 Penalty: 4946.707031
	Iteration 18Q: 3 clusters Score -1770674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1770722.500000 Penalty: 4946.707031
	Iteration 19Q: 3 clusters Score -1770722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1770781.125000 Penalty: 4946.707031
	Iteration 20F: 3 clusters Score -1770781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1770817.000000 Penalty: 4946.707031
	Iteration 21Q: 3 clusters Score -1770817 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1770866.000000 Penalty: 4946.707031
	Iteration 22Q: 3 clusters Score -1770866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1770916.625000 Penalty: 4946.707031
	Iteration 23Q: 3 clusters Score -1770917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1770958.625000 Penalty: 4946.707031
	Iteration 24Q: 3 clusters Score -1770959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1770983.625000 Penalty: 4946.707031
	Iteration 25Q: 3 clusters Score -1770984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1771009.000000 Penalty: 4946.707031
	Iteration 26Q: 3 clusters Score -1771009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1771037.250000 Penalty: 4946.707031
	Iteration 27Q: 3 clusters Score -1771037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1771050.000000 Penalty: 4946.707031
	Iteration 28Q: 3 clusters Score -1771050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1771059.000000 Penalty: 4946.707031
	Iteration 29Q: 3 clusters Score -1771059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1771073.750000 Penalty: 4946.707031
	Iteration 30Q: 3 clusters Score -1771074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1771078.750000 Penalty: 4946.707031
	Iteration 31Q: 3 clusters Score -1771079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1771087.875000 Penalty: 4946.707031
	Iteration 32Q: 3 clusters Score -1771088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1771087.625000 Penalty: 4946.707031
	Iteration 33Q: 3 clusters Score -1771088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1771093.250000 Penalty: 4946.707031
	Iteration 34Q: 3 clusters Score -1771093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1771098.125000 Penalty: 4946.707031
	Iteration 35Q: 3 clusters Score -1771098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1771105.750000 Penalty: 4946.707031
	Iteration 36Q: 3 clusters Score -1771106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1771109.750000 Penalty: 4946.707031
	Iteration 37Q: 3 clusters Score -1771110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1771111.625000 Penalty: 4946.707031
	Iteration 38Q: 3 clusters Score -1771112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1771110.875000 Penalty: 4946.707031
	Iteration 39Q: 3 clusters Score -1771111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1771115.750000 Penalty: 4946.707031
	Iteration 40F: 3 clusters Score -1771116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1771124.375000 Penalty: 4946.707031
	Iteration 41Q: 3 clusters Score -1771124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1771134.375000 Penalty: 4946.707031
	Iteration 42Q: 3 clusters Score -1771134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1771142.125000 Penalty: 4946.707031
	Iteration 43Q: 3 clusters Score -1771142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1771154.250000 Penalty: 4946.707031
	Iteration 44Q: 3 clusters Score -1771154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1771170.125000 Penalty: 4946.707031
	Iteration 45Q: 3 clusters Score -1771170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1771184.125000 Penalty: 4946.707031
	Iteration 46Q: 3 clusters Score -1771184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1771214.500000 Penalty: 4946.707031
	Iteration 47Q: 3 clusters Score -1771214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1771255.500000 Penalty: 4946.707031
	Iteration 48Q: 3 clusters Score -1771256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1771303.375000 Penalty: 4946.707031
	Iteration 49Q: 3 clusters Score -1771303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1771383.625000 Penalty: 4946.707031
	Iteration 50Q: 3 clusters Score -1771384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1771483.375000 Penalty: 4946.707031
	Iteration 51Q: 3 clusters Score -1771483 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1771568.750000 Penalty: 4946.707031
	Iteration 52Q: 3 clusters Score -1771569 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1771635.875000 Penalty: 4946.707031
	Iteration 53Q: 3 clusters Score -1771636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1771685.625000 Penalty: 4946.707031
	Iteration 54Q: 3 clusters Score -1771686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1771731.875000 Penalty: 4946.707031
	Iteration 55Q: 3 clusters Score -1771732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1771766.750000 Penalty: 4946.707031
	Iteration 56Q: 3 clusters Score -1771767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1771795.500000 Penalty: 4946.707031
	Iteration 57Q: 3 clusters Score -1771796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1771826.125000 Penalty: 4946.707031
	Iteration 58Q: 3 clusters Score -1771826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1771856.250000 Penalty: 4946.707031
	Iteration 59Q: 3 clusters Score -1771856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1771881.500000 Penalty: 4946.707031
	Iteration 60F: 3 clusters Score -1771882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1771906.125000 Penalty: 4946.707031
	Iteration 61Q: 3 clusters Score -1771906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1771923.125000 Penalty: 4946.707031
	Iteration 62Q: 3 clusters Score -1771923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1771939.750000 Penalty: 4946.707031
	Iteration 63Q: 3 clusters Score -1771940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1771962.750000 Penalty: 4946.707031
	Iteration 64Q: 3 clusters Score -1771963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1771980.250000 Penalty: 4946.707031
	Iteration 65Q: 3 clusters Score -1771980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1772003.750000 Penalty: 4946.707031
	Iteration 66Q: 3 clusters Score -1772004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1772023.375000 Penalty: 4946.707031
	Iteration 67Q: 3 clusters Score -1772023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1772043.500000 Penalty: 4946.707031
	Iteration 68Q: 3 clusters Score -1772044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1772057.375000 Penalty: 4946.707031
	Iteration 69Q: 3 clusters Score -1772057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1772084.125000 Penalty: 4946.707031
	Iteration 70Q: 3 clusters Score -1772084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1772094.500000 Penalty: 4946.707031
	Iteration 71Q: 3 clusters Score -1772094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1772114.250000 Penalty: 4946.707031
	Iteration 72Q: 3 clusters Score -1772114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1772136.625000 Penalty: 4946.707031
	Iteration 73Q: 3 clusters Score -1772137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1772162.500000 Penalty: 4946.707031
	Iteration 74Q: 3 clusters Score -1772162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1772180.125000 Penalty: 4946.707031
	Iteration 75Q: 3 clusters Score -1772180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1772182.500000 Penalty: 4946.707031
	Iteration 76Q: 3 clusters Score -1772182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1772191.875000 Penalty: 4946.707031
	Iteration 77Q: 3 clusters Score -1772192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1772194.375000 Penalty: 4946.707031
	Iteration 78Q: 3 clusters Score -1772194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1772202.625000 Penalty: 4946.707031
	Iteration 79Q: 3 clusters Score -1772203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1772220.375000 Penalty: 4946.707031
	Iteration 80F: 3 clusters Score -1772220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1772228.625000 Penalty: 4946.707031
	Iteration 81Q: 3 clusters Score -1772229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1772239.250000 Penalty: 4946.707031
	Iteration 82Q: 3 clusters Score -1772239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1772250.000000 Penalty: 4946.707031
	Iteration 83Q: 3 clusters Score -1772250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1772252.500000 Penalty: 4946.707031
	Iteration 84Q: 3 clusters Score -1772252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1772253.875000 Penalty: 4946.707031
	Iteration 85Q: 3 clusters Score -1772254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1772266.000000 Penalty: 4946.707031
	Iteration 86Q: 3 clusters Score -1772266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1772274.250000 Penalty: 4946.707031
	Iteration 87Q: 3 clusters Score -1772274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1772282.375000 Penalty: 4946.707031
	Iteration 88Q: 3 clusters Score -1772282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1772290.375000 Penalty: 4946.707031
	Iteration 89Q: 3 clusters Score -1772290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1772302.375000 Penalty: 4946.707031
	Iteration 90Q: 3 clusters Score -1772302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1772311.875000 Penalty: 4946.707031
	Iteration 91Q: 3 clusters Score -1772312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1772317.625000 Penalty: 4946.707031
	Iteration 92Q: 3 clusters Score -1772318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1772323.250000 Penalty: 4946.707031
	Iteration 93Q: 3 clusters Score -1772323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1772328.375000 Penalty: 4946.707031
	Iteration 94Q: 3 clusters Score -1772328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1772336.375000 Penalty: 4946.707031
	Iteration 95Q: 3 clusters Score -1772336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1772344.250000 Penalty: 4946.707031
	Iteration 96Q: 3 clusters Score -1772344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1772344.125000 Penalty: 4946.707031
	Iteration 97Q: 3 clusters Score -1772344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1772353.375000 Penalty: 4946.707031
	Iteration 98Q: 3 clusters Score -1772353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1772353.250000 Penalty: 4946.707031
	Iteration 99Q: 3 clusters Score -1772353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1772367.125000 Penalty: 4946.707031
	Iteration 100F: 3 clusters Score -1772367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1772374.750000 Penalty: 4946.707031
	Iteration 101Q: 3 clusters Score -1772375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1772381.125000 Penalty: 4946.707031
	Iteration 102Q: 3 clusters Score -1772381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1772383.250000 Penalty: 4946.707031
	Iteration 103Q: 3 clusters Score -1772383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1772389.750000 Penalty: 4946.707031
	Iteration 104Q: 3 clusters Score -1772390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1772391.375000 Penalty: 4946.707031
	Iteration 105Q: 3 clusters Score -1772391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1772399.875000 Penalty: 4946.707031
	Iteration 106Q: 3 clusters Score -1772400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1772411.750000 Penalty: 4946.707031
	Iteration 107Q: 3 clusters Score -1772412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1772418.625000 Penalty: 4946.707031
	Iteration 108Q: 3 clusters Score -1772419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1772424.750000 Penalty: 4946.707031
	Iteration 109Q: 3 clusters Score -1772425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1772428.875000 Penalty: 4946.707031
	Iteration 110Q: 3 clusters Score -1772429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1772428.500000 Penalty: 4946.707031
	Iteration 111Q: 3 clusters Score -1772428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1772431.875000 Penalty: 4946.707031
	Iteration 112Q: 3 clusters Score -1772432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1772434.125000 Penalty: 4946.707031
	Iteration 113Q: 3 clusters Score -1772434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1772434.625000 Penalty: 4946.707031
	Iteration 114Q: 3 clusters Score -1772435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1772438.250000 Penalty: 4946.707031
	Iteration 115Q: 3 clusters Score -1772438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1772436.500000 Penalty: 4946.707031
	Iteration 116Q: 3 clusters Score -1772436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1772436.750000 Penalty: 4946.707031
	Iteration 117Q: 3 clusters Score -1772437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1772434.750000 Penalty: 4946.707031
	Iteration 118Q: 3 clusters Score -1772435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1772434.125000 Penalty: 4946.707031
	Iteration 119Q: 3 clusters Score -1772434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1772432.875000 Penalty: 4946.707031
	Iteration 120F: 3 clusters Score -1772433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1772435.500000 Penalty: 4946.707031
	Iteration 121Q: 3 clusters Score -1772436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1772435.500000 Penalty: 4946.707031
	Iteration 122F: 3 clusters Score -1772436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Entering Unmasked Estep 
Score: -1251155.250000 Penalty: 2389.046631
	Iteration 0F: 2 clusters Score -1251155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1240270.375000 Penalty: 4778.093262
	Iteration 0F: 3 clusters Score -1240270 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1243653.500000 Penalty: 4778.093262
	Iteration 1F: 3 clusters Score -1243654 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1243979.875000 Penalty: 4778.093262
	Iteration 2F: 3 clusters Score -1243980 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1244227.250000 Penalty: 4778.093262
	Iteration 3Q: 3 clusters Score -1244227 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1244441.250000 Penalty: 4778.093262
	Iteration 4Q: 3 clusters Score -1244441 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1244658.875000 Penalty: 4778.093262
	Iteration 5Q: 3 clusters Score -1244659 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1244870.500000 Penalty: 4778.093262
	Iteration 6Q: 3 clusters Score -1244870 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1245122.375000 Penalty: 4778.093262
	Iteration 7Q: 3 clusters Score -1245122 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1245401.875000 Penalty: 4778.093262
	Iteration 8Q: 3 clusters Score -1245402 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1245709.125000 Penalty: 4778.093262
	Iteration 9Q: 3 clusters Score -1245709 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1246053.250000 Penalty: 4778.093262
	Iteration 10Q: 3 clusters Score -1246053 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1246392.875000 Penalty: 4778.093262
	Iteration 11Q: 3 clusters Score -1246393 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1246719.250000 Penalty: 4778.093262
	Iteration 12Q: 3 clusters Score -1246719 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1246983.500000 Penalty: 4778.093262
	Iteration 13Q: 3 clusters Score -1246984 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1247182.000000 Penalty: 4778.093262
	Iteration 14Q: 3 clusters Score -1247182 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1247350.250000 Penalty: 4778.093262
	Iteration 15Q: 3 clusters Score -1247350 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1247487.875000 Penalty: 4778.093262
	Iteration 16Q: 3 clusters Score -1247488 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1247606.250000 Penalty: 4778.093262
	Iteration 17Q: 3 clusters Score -1247606 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1247734.750000 Penalty: 4778.093262
	Iteration 18Q: 3 clusters Score -1247735 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1247865.250000 Penalty: 4778.093262
	Iteration 19Q: 3 clusters Score -1247865 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1247982.750000 Penalty: 4778.093262
	Iteration 20F: 3 clusters Score -1247983 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1248100.875000 Penalty: 4778.093262
	Iteration 21Q: 3 clusters Score -1248101 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1248200.750000 Penalty: 4778.093262
	Iteration 22Q: 3 clusters Score -1248201 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1248309.250000 Penalty: 4778.093262
	Iteration 23Q: 3 clusters Score -1248309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1248397.000000 Penalty: 4778.093262
	Iteration 24Q: 3 clusters Score -1248397 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1248482.750000 Penalty: 4778.093262
	Iteration 25Q: 3 clusters Score -1248483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1248561.875000 Penalty: 4778.093262
	Iteration 26Q: 3 clusters Score -1248562 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1248626.625000 Penalty: 4778.093262
	Iteration 27Q: 3 clusters Score -1248627 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1248685.500000 Penalty: 4778.093262
	Iteration 28Q: 3 clusters Score -1248686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1248750.000000 Penalty: 4778.093262
	Iteration 29Q: 3 clusters Score -1248750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1248807.500000 Penalty: 4778.093262
	Iteration 30Q: 3 clusters Score -1248808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1248849.750000 Penalty: 4778.093262
	Iteration 31Q: 3 clusters Score -1248850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1248877.375000 Penalty: 4778.093262
	Iteration 32Q: 3 clusters Score -1248877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1248897.375000 Penalty: 4778.093262
	Iteration 33Q: 3 clusters Score -1248897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1248923.625000 Penalty: 4778.093262
	Iteration 34Q: 3 clusters Score -1248924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1248949.625000 Penalty: 4778.093262
	Iteration 35Q: 3 clusters Score -1248950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1248968.500000 Penalty: 4778.093262
	Iteration 36Q: 3 clusters Score -1248968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1248982.375000 Penalty: 4778.093262
	Iteration 37Q: 3 clusters Score -1248982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1248991.750000 Penalty: 4778.093262
	Iteration 38Q: 3 clusters Score -1248992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1248994.875000 Penalty: 4778.093262
	Iteration 39Q: 3 clusters Score -1248995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1248998.125000 Penalty: 4778.093262
	Iteration 40F: 3 clusters Score -1248998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1249001.875000 Penalty: 4778.093262
	Iteration 41Q: 3 clusters Score -1249002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1249010.500000 Penalty: 4778.093262
	Iteration 42Q: 3 clusters Score -1249010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1249018.750000 Penalty: 4778.093262
	Iteration 43Q: 3 clusters Score -1249019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1249028.375000 Penalty: 4778.093262
	Iteration 44Q: 3 clusters Score -1249028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1249043.250000 Penalty: 4778.093262
	Iteration 45Q: 3 clusters Score -1249043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1249048.875000 Penalty: 4778.093262
	Iteration 46Q: 3 clusters Score -1249049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1249057.500000 Penalty: 4778.093262
	Iteration 47Q: 3 clusters Score -1249058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1249064.125000 Penalty: 4778.093262
	Iteration 48Q: 3 clusters Score -1249064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1249071.250000 Penalty: 4778.093262
	Iteration 49Q: 3 clusters Score -1249071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1249076.000000 Penalty: 4778.093262
	Iteration 50Q: 3 clusters Score -1249076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1249081.125000 Penalty: 4778.093262
	Iteration 51Q: 3 clusters Score -1249081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1249086.125000 Penalty: 4778.093262
	Iteration 52Q: 3 clusters Score -1249086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1249087.625000 Penalty: 4778.093262
	Iteration 53Q: 3 clusters Score -1249088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1249092.000000 Penalty: 4778.093262
	Iteration 54Q: 3 clusters Score -1249092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1249091.125000 Penalty: 4778.093262
	Iteration 55Q: 3 clusters Score -1249091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1249094.500000 Penalty: 4778.093262
	Iteration 56Q: 3 clusters Score -1249094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1249094.000000 Penalty: 4778.093262
	Iteration 57Q: 3 clusters Score -1249094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1249094.000000 Penalty: 4778.093262
	Iteration 58F: 3 clusters Score -1249094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Entering Unmasked Estep 
Score: -706182.812500 Penalty: 2244.500732
	Iteration 0F: 2 clusters Score -706182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -699456.750000 Penalty: 4489.001465
	Iteration 0F: 3 clusters Score -699456.8 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -701907.250000 Penalty: 4489.001465
	Iteration 1F: 3 clusters Score -701907.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -702988.687500 Penalty: 4489.001465
	Iteration 2F: 3 clusters Score -702988.7 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -703784.687500 Penalty: 4489.001465
	Iteration 3F: 3 clusters Score -703784.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -704346.125000 Penalty: 4489.001465
	Iteration 4F: 3 clusters Score -704346.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -704764.437500 Penalty: 4489.001465
	Iteration 5F: 3 clusters Score -704764.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -705038.812500 Penalty: 4489.001465
	Iteration 6Q: 3 clusters Score -705038.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -705226.000000 Penalty: 4489.001465
	Iteration 7Q: 3 clusters Score -705226 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -705349.312500 Penalty: 4489.001465
	Iteration 8Q: 3 clusters Score -705349.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -705431.750000 Penalty: 4489.001465
	Iteration 9Q: 3 clusters Score -705431.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -705491.562500 Penalty: 4489.001465
	Iteration 10Q: 3 clusters Score -705491.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -705534.687500 Penalty: 4489.001465
	Iteration 11Q: 3 clusters Score -705534.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -705567.062500 Penalty: 4489.001465
	Iteration 12Q: 3 clusters Score -705567.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -705582.937500 Penalty: 4489.001465
	Iteration 13Q: 3 clusters Score -705582.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -705598.437500 Penalty: 4489.001465
	Iteration 14Q: 3 clusters Score -705598.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -705607.500000 Penalty: 4489.001465
	Iteration 15Q: 3 clusters Score -705607.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -705619.437500 Penalty: 4489.001465
	Iteration 16Q: 3 clusters Score -705619.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -705627.562500 Penalty: 4489.001465
	Iteration 17Q: 3 clusters Score -705627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -705635.000000 Penalty: 4489.001465
	Iteration 18Q: 3 clusters Score -705635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -705644.250000 Penalty: 4489.001465
	Iteration 19Q: 3 clusters Score -705644.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -705651.875000 Penalty: 4489.001465
	Iteration 20F: 3 clusters Score -705651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -705653.562500 Penalty: 4489.001465
	Iteration 21Q: 3 clusters Score -705653.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -705656.687500 Penalty: 4489.001465
	Iteration 22Q: 3 clusters Score -705656.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -705661.812500 Penalty: 4489.001465
	Iteration 23Q: 3 clusters Score -705661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -705666.375000 Penalty: 4489.001465
	Iteration 24Q: 3 clusters Score -705666.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -705667.062500 Penalty: 4489.001465
	Iteration 25Q: 3 clusters Score -705667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -705670.250000 Penalty: 4489.001465
	Iteration 26Q: 3 clusters Score -705670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -705674.437500 Penalty: 4489.001465
	Iteration 27Q: 3 clusters Score -705674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -705674.687500 Penalty: 4489.001465
	Iteration 28Q: 3 clusters Score -705674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -705676.187500 Penalty: 4489.001465
	Iteration 29Q: 3 clusters Score -705676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -705677.562500 Penalty: 4489.001465
	Iteration 30Q: 3 clusters Score -705677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -705678.250000 Penalty: 4489.001465
	Iteration 31Q: 3 clusters Score -705678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -705677.375000 Penalty: 4489.001465
	Iteration 32Q: 3 clusters Score -705677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -705677.375000 Penalty: 4489.001465
	Iteration 33F: 3 clusters Score -705677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -255682.187500 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -255682.2 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 1961 members 
Entering Unmasked Estep 
Score: -251960.078125 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -251960.1 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -253406.531250 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -253406.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -254166.921875 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -254166.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -254646.531250 Penalty: 4100.782227
	Iteration 3F: 3 clusters Score -254646.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -254946.796875 Penalty: 4100.782227
	Iteration 4F: 3 clusters Score -254946.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -255137.734375 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -255137.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -255289.234375 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -255289.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -255393.687500 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -255393.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -255455.375000 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -255455.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -255508.625000 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -255508.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -255538.890625 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -255538.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -255562.687500 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -255562.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -255573.765625 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -255573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -255579.968750 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -255580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -255585.843750 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -255585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -255590.265625 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -255590.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -255593.031250 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -255593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -255595.234375 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -255595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -255595.328125 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -255595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -255596.750000 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -255596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -255597.843750 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -255597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -255597.562500 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -255597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -255598.296875 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -255598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -255598.296875 Penalty: 4100.782227
	Iteration 23F: 3 clusters Score -255598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Entering Unmasked Estep 
Score: -1051022.125000 Penalty: 2384.372314
	Iteration 0F: 2 clusters Score -1051022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1040379.875000 Penalty: 4768.744629
	Iteration 0F: 3 clusters Score -1040380 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1044191.937500 Penalty: 4768.744629
	Iteration 1F: 3 clusters Score -1044192 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1044932.437500 Penalty: 4768.744629
	Iteration 2F: 3 clusters Score -1044932 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1045596.000000 Penalty: 4768.744629
	Iteration 3F: 3 clusters Score -1045596 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1046223.062500 Penalty: 4768.744629
	Iteration 4F: 3 clusters Score -1046223 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1046867.125000 Penalty: 4768.744629
	Iteration 5F: 3 clusters Score -1046867 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1047403.437500 Penalty: 4768.744629
	Iteration 6F: 3 clusters Score -1047403 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1047855.125000 Penalty: 4768.744629
	Iteration 7Q: 3 clusters Score -1047855 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1048238.437500 Penalty: 4768.744629
	Iteration 8Q: 3 clusters Score -1048238 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1048542.125000 Penalty: 4768.744629
	Iteration 9Q: 3 clusters Score -1048542 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1048778.250000 Penalty: 4768.744629
	Iteration 10Q: 3 clusters Score -1048778 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1048970.125000 Penalty: 4768.744629
	Iteration 11Q: 3 clusters Score -1048970 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1049119.500000 Penalty: 4768.744629
	Iteration 12Q: 3 clusters Score -1049120 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1049257.750000 Penalty: 4768.744629
	Iteration 13Q: 3 clusters Score -1049258 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1049374.000000 Penalty: 4768.744629
	Iteration 14Q: 3 clusters Score -1049374 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1049496.750000 Penalty: 4768.744629
	Iteration 15Q: 3 clusters Score -1049497 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1049626.000000 Penalty: 4768.744629
	Iteration 16Q: 3 clusters Score -1049626 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1049756.375000 Penalty: 4768.744629
	Iteration 17Q: 3 clusters Score -1049756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1049899.375000 Penalty: 4768.744629
	Iteration 18Q: 3 clusters Score -1049899 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1050039.375000 Penalty: 4768.744629
	Iteration 19Q: 3 clusters Score -1050039 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1050189.500000 Penalty: 4768.744629
	Iteration 20F: 3 clusters Score -1050190 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1050310.500000 Penalty: 4768.744629
	Iteration 21Q: 3 clusters Score -1050310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1050411.500000 Penalty: 4768.744629
	Iteration 22Q: 3 clusters Score -1050412 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1050495.125000 Penalty: 4768.744629
	Iteration 23Q: 3 clusters Score -1050495 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1050562.625000 Penalty: 4768.744629
	Iteration 24Q: 3 clusters Score -1050563 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1050611.375000 Penalty: 4768.744629
	Iteration 25Q: 3 clusters Score -1050611 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1050654.375000 Penalty: 4768.744629
	Iteration 26Q: 3 clusters Score -1050654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1050696.625000 Penalty: 4768.744629
	Iteration 27Q: 3 clusters Score -1050697 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1050735.000000 Penalty: 4768.744629
	Iteration 28Q: 3 clusters Score -1050735 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1050769.125000 Penalty: 4768.744629
	Iteration 29Q: 3 clusters Score -1050769 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1050795.375000 Penalty: 4768.744629
	Iteration 30Q: 3 clusters Score -1050795 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1050829.500000 Penalty: 4768.744629
	Iteration 31Q: 3 clusters Score -1050830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1050860.875000 Penalty: 4768.744629
	Iteration 32Q: 3 clusters Score -1050861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1050891.500000 Penalty: 4768.744629
	Iteration 33Q: 3 clusters Score -1050892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1050929.875000 Penalty: 4768.744629
	Iteration 34Q: 3 clusters Score -1050930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1050968.000000 Penalty: 4768.744629
	Iteration 35Q: 3 clusters Score -1050968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1051001.000000 Penalty: 4768.744629
	Iteration 36Q: 3 clusters Score -1051001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1051024.875000 Penalty: 4768.744629
	Iteration 37Q: 3 clusters Score -1051025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1051040.875000 Penalty: 4768.744629
	Iteration 38Q: 3 clusters Score -1051041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1051058.625000 Penalty: 4768.744629
	Iteration 39Q: 3 clusters Score -1051059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1051081.125000 Penalty: 4768.744629
	Iteration 40F: 3 clusters Score -1051081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1051104.125000 Penalty: 4768.744629
	Iteration 41Q: 3 clusters Score -1051104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1051129.250000 Penalty: 4768.744629
	Iteration 42Q: 3 clusters Score -1051129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1051152.500000 Penalty: 4768.744629
	Iteration 43Q: 3 clusters Score -1051152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1051169.000000 Penalty: 4768.744629
	Iteration 44Q: 3 clusters Score -1051169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1051183.125000 Penalty: 4768.744629
	Iteration 45Q: 3 clusters Score -1051183 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1051195.750000 Penalty: 4768.744629
	Iteration 46Q: 3 clusters Score -1051196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1051207.625000 Penalty: 4768.744629
	Iteration 47Q: 3 clusters Score -1051208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1051219.500000 Penalty: 4768.744629
	Iteration 48Q: 3 clusters Score -1051220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1051238.375000 Penalty: 4768.744629
	Iteration 49Q: 3 clusters Score -1051238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1051251.625000 Penalty: 4768.744629
	Iteration 50Q: 3 clusters Score -1051252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1051258.375000 Penalty: 4768.744629
	Iteration 51Q: 3 clusters Score -1051258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1051272.125000 Penalty: 4768.744629
	Iteration 52Q: 3 clusters Score -1051272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1051273.125000 Penalty: 4768.744629
	Iteration 53Q: 3 clusters Score -1051273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1051278.000000 Penalty: 4768.744629
	Iteration 54Q: 3 clusters Score -1051278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1051287.375000 Penalty: 4768.744629
	Iteration 55Q: 3 clusters Score -1051287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1051290.625000 Penalty: 4768.744629
	Iteration 56Q: 3 clusters Score -1051291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1051298.000000 Penalty: 4768.744629
	Iteration 57Q: 3 clusters Score -1051298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1051300.375000 Penalty: 4768.744629
	Iteration 58Q: 3 clusters Score -1051300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1051300.000000 Penalty: 4768.744629
	Iteration 59Q: 3 clusters Score -1051300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1051302.875000 Penalty: 4768.744629
	Iteration 60F: 3 clusters Score -1051303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1051309.375000 Penalty: 4768.744629
	Iteration 61Q: 3 clusters Score -1051309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1051311.500000 Penalty: 4768.744629
	Iteration 62Q: 3 clusters Score -1051312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1051312.000000 Penalty: 4768.744629
	Iteration 63Q: 3 clusters Score -1051312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1051313.250000 Penalty: 4768.744629
	Iteration 64Q: 3 clusters Score -1051313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1051313.125000 Penalty: 4768.744629
	Iteration 65Q: 3 clusters Score -1051313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1051316.875000 Penalty: 4768.744629
	Iteration 66Q: 3 clusters Score -1051317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1051318.625000 Penalty: 4768.744629
	Iteration 67Q: 3 clusters Score -1051319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1051316.750000 Penalty: 4768.744629
	Iteration 68Q: 3 clusters Score -1051317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1051318.875000 Penalty: 4768.744629
	Iteration 69Q: 3 clusters Score -1051319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1051319.125000 Penalty: 4768.744629
	Iteration 70Q: 3 clusters Score -1051319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1051319.125000 Penalty: 4768.744629
	Iteration 71F: 3 clusters Score -1051319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 23120 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 49463 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Entering Unmasked Estep 
Score: -51096856.000000 Penalty: 122926.609375
Splitting cluster 11 changes total score from -51092516.000000 to -51096856.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -277163.250000 Penalty: 2025.080566
	Iteration 0F: 2 clusters Score -277163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -273644.906250 Penalty: 4050.161133
	Iteration 0F: 3 clusters Score -273644.9 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -274750.218750 Penalty: 4050.161133
	Iteration 1F: 3 clusters Score -274750.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -275286.875000 Penalty: 4050.161133
	Iteration 2F: 3 clusters Score -275286.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -275888.968750 Penalty: 4050.161133
	Iteration 3F: 3 clusters Score -275889 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -276834.687500 Penalty: 4050.161133
	Iteration 4F: 3 clusters Score -276834.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -277578.500000 Penalty: 4050.161133
	Iteration 5F: 3 clusters Score -277578.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -278072.531250 Penalty: 4050.161133
	Iteration 6F: 3 clusters Score -278072.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -278364.375000 Penalty: 4050.161133
	Iteration 7Q: 3 clusters Score -278364.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -278568.218750 Penalty: 4050.161133
	Iteration 8Q: 3 clusters Score -278568.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -278729.468750 Penalty: 4050.161133
	Iteration 9Q: 3 clusters Score -278729.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -278822.343750 Penalty: 4050.161133
	Iteration 10Q: 3 clusters Score -278822.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -278908.875000 Penalty: 4050.161133
	Iteration 11Q: 3 clusters Score -278908.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -279010.281250 Penalty: 4050.161133
	Iteration 12Q: 3 clusters Score -279010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -279019.875000 Penalty: 4050.161133
	Iteration 13Q: 3 clusters Score -279019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -279019.875000 Penalty: 4050.161133
	Iteration 14F: 3 clusters Score -279019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 23120 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 49463 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Entering Unmasked Estep 
Score: -51097552.000000 Penalty: 126248.953125
Splitting cluster 12 changes total score from -51092516.000000 to -51097552.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (23120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Entering Unmasked Estep 
Score: -1888408.000000 Penalty: 2492.016357
	Iteration 0F: 2 clusters Score -1888408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1872365.125000 Penalty: 4984.032715
	Iteration 0F: 3 clusters Score -1872365 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1877950.000000 Penalty: 4984.032715
	Iteration 1F: 3 clusters Score -1877950 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1878665.750000 Penalty: 4984.032715
	Iteration 2F: 3 clusters Score -1878666 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1879420.625000 Penalty: 4984.032715
	Iteration 3F: 3 clusters Score -1879421 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1880372.125000 Penalty: 4984.032715
	Iteration 4F: 3 clusters Score -1880372 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1881614.625000 Penalty: 4984.032715
	Iteration 5F: 3 clusters Score -1881615 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1882850.750000 Penalty: 4984.032715
	Iteration 6F: 3 clusters Score -1882851 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1883799.500000 Penalty: 4984.032715
	Iteration 7F: 3 clusters Score -1883800 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1884558.125000 Penalty: 4984.032715
	Iteration 8F: 3 clusters Score -1884558 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1885179.875000 Penalty: 4984.032715
	Iteration 9Q: 3 clusters Score -1885180 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1885839.625000 Penalty: 4984.032715
	Iteration 10Q: 3 clusters Score -1885840 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1886579.750000 Penalty: 4984.032715
	Iteration 11Q: 3 clusters Score -1886580 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1887285.250000 Penalty: 4984.032715
	Iteration 12Q: 3 clusters Score -1887285 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1887742.750000 Penalty: 4984.032715
	Iteration 13Q: 3 clusters Score -1887743 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1888033.500000 Penalty: 4984.032715
	Iteration 14Q: 3 clusters Score -1888034 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1888195.625000 Penalty: 4984.032715
	Iteration 15Q: 3 clusters Score -1888196 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1888293.125000 Penalty: 4984.032715
	Iteration 16Q: 3 clusters Score -1888293 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1888364.250000 Penalty: 4984.032715
	Iteration 17Q: 3 clusters Score -1888364 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1888412.125000 Penalty: 4984.032715
	Iteration 18Q: 3 clusters Score -1888412 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1888445.875000 Penalty: 4984.032715
	Iteration 19Q: 3 clusters Score -1888446 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1888479.625000 Penalty: 4984.032715
	Iteration 20F: 3 clusters Score -1888480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1888511.875000 Penalty: 4984.032715
	Iteration 21Q: 3 clusters Score -1888512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1888527.625000 Penalty: 4984.032715
	Iteration 22Q: 3 clusters Score -1888528 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1888536.375000 Penalty: 4984.032715
	Iteration 23Q: 3 clusters Score -1888536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1888558.000000 Penalty: 4984.032715
	Iteration 24Q: 3 clusters Score -1888558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1888566.750000 Penalty: 4984.032715
	Iteration 25Q: 3 clusters Score -1888567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1888579.000000 Penalty: 4984.032715
	Iteration 26Q: 3 clusters Score -1888579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1888588.500000 Penalty: 4984.032715
	Iteration 27Q: 3 clusters Score -1888588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1888592.375000 Penalty: 4984.032715
	Iteration 28Q: 3 clusters Score -1888592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1888602.875000 Penalty: 4984.032715
	Iteration 29Q: 3 clusters Score -1888603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1888607.625000 Penalty: 4984.032715
	Iteration 30Q: 3 clusters Score -1888608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1888605.500000 Penalty: 4984.032715
	Iteration 31Q: 3 clusters Score -1888606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1888612.375000 Penalty: 4984.032715
	Iteration 32Q: 3 clusters Score -1888612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1888620.500000 Penalty: 4984.032715
	Iteration 33Q: 3 clusters Score -1888620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1888622.875000 Penalty: 4984.032715
	Iteration 34Q: 3 clusters Score -1888623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1888619.500000 Penalty: 4984.032715
	Iteration 35Q: 3 clusters Score -1888620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1888615.875000 Penalty: 4984.032715
	Iteration 36Q: 3 clusters Score -1888616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1888618.375000 Penalty: 4984.032715
	Iteration 37Q: 3 clusters Score -1888618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1888621.500000 Penalty: 4984.032715
	Iteration 38Q: 3 clusters Score -1888622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1888624.500000 Penalty: 4984.032715
	Iteration 39Q: 3 clusters Score -1888624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1888624.000000 Penalty: 4984.032715
	Iteration 40F: 3 clusters Score -1888624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1888625.250000 Penalty: 4984.032715
	Iteration 41Q: 3 clusters Score -1888625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1888629.000000 Penalty: 4984.032715
	Iteration 42Q: 3 clusters Score -1888629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1888632.000000 Penalty: 4984.032715
	Iteration 43Q: 3 clusters Score -1888632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1888632.250000 Penalty: 4984.032715
	Iteration 44Q: 3 clusters Score -1888632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1888634.125000 Penalty: 4984.032715
	Iteration 45Q: 3 clusters Score -1888634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1888634.125000 Penalty: 4984.032715
	Iteration 46F: 3 clusters Score -1888634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 16 contains 49463 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Entering Unmasked Estep 
Score: -51097020.000000 Penalty: 129571.296875
Splitting cluster 13 changes total score from -51092516.000000 to -51097020.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (8423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Entering Unmasked Estep 
Score: -728504.812500 Penalty: 2241.602783
	Iteration 0F: 2 clusters Score -728504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -721848.000000 Penalty: 4483.205566
	Iteration 0F: 3 clusters Score -721848 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -723783.437500 Penalty: 4483.205566
	Iteration 1F: 3 clusters Score -723783.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -724257.687500 Penalty: 4483.205566
	Iteration 2F: 3 clusters Score -724257.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -724751.500000 Penalty: 4483.205566
	Iteration 3F: 3 clusters Score -724751.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -725203.187500 Penalty: 4483.205566
	Iteration 4F: 3 clusters Score -725203.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -725581.937500 Penalty: 4483.205566
	Iteration 5F: 3 clusters Score -725581.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -725913.187500 Penalty: 4483.205566
	Iteration 6F: 3 clusters Score -725913.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -726154.812500 Penalty: 4483.205566
	Iteration 7Q: 3 clusters Score -726154.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -726314.937500 Penalty: 4483.205566
	Iteration 8Q: 3 clusters Score -726314.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -726434.312500 Penalty: 4483.205566
	Iteration 9Q: 3 clusters Score -726434.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -726520.000000 Penalty: 4483.205566
	Iteration 10Q: 3 clusters Score -726520 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -726575.937500 Penalty: 4483.205566
	Iteration 11Q: 3 clusters Score -726575.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -726622.687500 Penalty: 4483.205566
	Iteration 12Q: 3 clusters Score -726622.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -726660.062500 Penalty: 4483.205566
	Iteration 13Q: 3 clusters Score -726660.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -726688.062500 Penalty: 4483.205566
	Iteration 14Q: 3 clusters Score -726688.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -726712.062500 Penalty: 4483.205566
	Iteration 15Q: 3 clusters Score -726712.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -726730.500000 Penalty: 4483.205566
	Iteration 16Q: 3 clusters Score -726730.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -726740.625000 Penalty: 4483.205566
	Iteration 17Q: 3 clusters Score -726740.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -726749.812500 Penalty: 4483.205566
	Iteration 18Q: 3 clusters Score -726749.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -726759.875000 Penalty: 4483.205566
	Iteration 19Q: 3 clusters Score -726759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -726770.812500 Penalty: 4483.205566
	Iteration 20F: 3 clusters Score -726770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -726781.437500 Penalty: 4483.205566
	Iteration 21Q: 3 clusters Score -726781.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -726793.375000 Penalty: 4483.205566
	Iteration 22Q: 3 clusters Score -726793.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -726803.375000 Penalty: 4483.205566
	Iteration 23Q: 3 clusters Score -726803.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -726811.312500 Penalty: 4483.205566
	Iteration 24Q: 3 clusters Score -726811.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -726821.500000 Penalty: 4483.205566
	Iteration 25Q: 3 clusters Score -726821.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -726825.312500 Penalty: 4483.205566
	Iteration 26Q: 3 clusters Score -726825.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -726831.125000 Penalty: 4483.205566
	Iteration 27Q: 3 clusters Score -726831.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -726833.812500 Penalty: 4483.205566
	Iteration 28Q: 3 clusters Score -726833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -726838.625000 Penalty: 4483.205566
	Iteration 29Q: 3 clusters Score -726838.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -726841.062500 Penalty: 4483.205566
	Iteration 30Q: 3 clusters Score -726841.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -726844.250000 Penalty: 4483.205566
	Iteration 31Q: 3 clusters Score -726844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -726845.250000 Penalty: 4483.205566
	Iteration 32Q: 3 clusters Score -726845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -726846.562500 Penalty: 4483.205566
	Iteration 33Q: 3 clusters Score -726846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -726846.125000 Penalty: 4483.205566
	Iteration 34Q: 3 clusters Score -726846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -726847.062500 Penalty: 4483.205566
	Iteration 35Q: 3 clusters Score -726847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -726850.812500 Penalty: 4483.205566
	Iteration 36Q: 3 clusters Score -726850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -726850.812500 Penalty: 4483.205566
	Iteration 37Q: 3 clusters Score -726850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -726853.000000 Penalty: 4483.205566
	Iteration 38Q: 3 clusters Score -726853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -726854.687500 Penalty: 4483.205566
	Iteration 39Q: 3 clusters Score -726854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -726855.437500 Penalty: 4483.205566
	Iteration 40F: 3 clusters Score -726855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -726856.750000 Penalty: 4483.205566
	Iteration 41Q: 3 clusters Score -726856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -726857.062500 Penalty: 4483.205566
	Iteration 42Q: 3 clusters Score -726857.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -726860.687500 Penalty: 4483.205566
	Iteration 43Q: 3 clusters Score -726860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -726862.375000 Penalty: 4483.205566
	Iteration 44Q: 3 clusters Score -726862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -726865.562500 Penalty: 4483.205566
	Iteration 45Q: 3 clusters Score -726865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -726865.562500 Penalty: 4483.205566
	Iteration 46Q: 3 clusters Score -726865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -726867.437500 Penalty: 4483.205566
	Iteration 47Q: 3 clusters Score -726867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -726867.125000 Penalty: 4483.205566
	Iteration 48Q: 3 clusters Score -726867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -726867.500000 Penalty: 4483.205566
	Iteration 49Q: 3 clusters Score -726867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -726868.375000 Penalty: 4483.205566
	Iteration 50Q: 3 clusters Score -726868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -726868.250000 Penalty: 4483.205566
	Iteration 51Q: 3 clusters Score -726868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -726868.250000 Penalty: 4483.205566
	Iteration 52F: 3 clusters Score -726868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Entering Unmasked Estep 
Score: -273990.000000 Penalty: 2028.441650
	Iteration 0F: 2 clusters Score -273990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -270462.093750 Penalty: 4056.883301
	Iteration 0F: 3 clusters Score -270462.1 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -271427.062500 Penalty: 4056.883301
	Iteration 1F: 3 clusters Score -271427.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -272060.125000 Penalty: 4056.883301
	Iteration 2F: 3 clusters Score -272060.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -273017.656250 Penalty: 4056.883301
	Iteration 3F: 3 clusters Score -273017.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -273848.656250 Penalty: 4056.883301
	Iteration 4F: 3 clusters Score -273848.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -274319.968750 Penalty: 4056.883301
	Iteration 5F: 3 clusters Score -274320 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -274550.468750 Penalty: 4056.883301
	Iteration 6Q: 3 clusters Score -274550.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -274652.875000 Penalty: 4056.883301
	Iteration 7Q: 3 clusters Score -274652.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -274719.593750 Penalty: 4056.883301
	Iteration 8Q: 3 clusters Score -274719.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274780.406250 Penalty: 4056.883301
	Iteration 9Q: 3 clusters Score -274780.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -274845.500000 Penalty: 4056.883301
	Iteration 10Q: 3 clusters Score -274845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -274912.218750 Penalty: 4056.883301
	Iteration 11Q: 3 clusters Score -274912.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -274979.062500 Penalty: 4056.883301
	Iteration 12Q: 3 clusters Score -274979.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -275017.156250 Penalty: 4056.883301
	Iteration 13Q: 3 clusters Score -275017.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -275037.937500 Penalty: 4056.883301
	Iteration 14Q: 3 clusters Score -275037.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -275048.875000 Penalty: 4056.883301
	Iteration 15Q: 3 clusters Score -275048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -275065.531250 Penalty: 4056.883301
	Iteration 16Q: 3 clusters Score -275065.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -275079.093750 Penalty: 4056.883301
	Iteration 17Q: 3 clusters Score -275079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -275086.437500 Penalty: 4056.883301
	Iteration 18Q: 3 clusters Score -275086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -275093.250000 Penalty: 4056.883301
	Iteration 19Q: 3 clusters Score -275093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -275098.437500 Penalty: 4056.883301
	Iteration 20F: 3 clusters Score -275098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -275101.875000 Penalty: 4056.883301
	Iteration 21Q: 3 clusters Score -275101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -275103.000000 Penalty: 4056.883301
	Iteration 22Q: 3 clusters Score -275103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -275109.875000 Penalty: 4056.883301
	Iteration 23Q: 3 clusters Score -275109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -275110.468750 Penalty: 4056.883301
	Iteration 24Q: 3 clusters Score -275110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -275110.468750 Penalty: 4056.883301
	Iteration 25F: 3 clusters Score -275110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 49463 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Entering Unmasked Estep 
Score: -51096924.000000 Penalty: 132893.640625
Splitting cluster 15 changes total score from -51092516.000000 to -51096924.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (49463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Entering Unmasked Estep 
Score: -3993641.750000 Penalty: 2680.626953
	Iteration 0F: 2 clusters Score -3993642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3960469.500000 Penalty: 5361.253906
	Iteration 0F: 3 clusters Score -3960470 nChanged 22813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3973259.750000 Penalty: 5361.253906
	Iteration 1F: 3 clusters Score -3973260 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3974377.500000 Penalty: 5361.253906
	Iteration 2F: 3 clusters Score -3974378 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3975901.250000 Penalty: 5361.253906
	Iteration 3F: 3 clusters Score -3975901 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3977829.500000 Penalty: 5361.253906
	Iteration 4F: 3 clusters Score -3977830 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3980041.750000 Penalty: 5361.253906
	Iteration 5F: 3 clusters Score -3980042 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3982140.250000 Penalty: 5361.253906
	Iteration 6F: 3 clusters Score -3982140 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3984024.000000 Penalty: 5361.253906
	Iteration 7F: 3 clusters Score -3984024 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3985703.750000 Penalty: 5361.253906
	Iteration 8F: 3 clusters Score -3985704 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -3987064.500000 Penalty: 5361.253906
	Iteration 9Q: 3 clusters Score -3987064 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -3988091.750000 Penalty: 5361.253906
	Iteration 10Q: 3 clusters Score -3988092 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -3988798.250000 Penalty: 5361.253906
	Iteration 11Q: 3 clusters Score -3988798 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -3989321.750000 Penalty: 5361.253906
	Iteration 12Q: 3 clusters Score -3989322 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -3989739.250000 Penalty: 5361.253906
	Iteration 13Q: 3 clusters Score -3989739 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -3990150.750000 Penalty: 5361.253906
	Iteration 14Q: 3 clusters Score -3990151 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -3990465.750000 Penalty: 5361.253906
	Iteration 15Q: 3 clusters Score -3990466 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -3990759.250000 Penalty: 5361.253906
	Iteration 16Q: 3 clusters Score -3990759 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -3991022.500000 Penalty: 5361.253906
	Iteration 17Q: 3 clusters Score -3991022 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -3991282.750000 Penalty: 5361.253906
	Iteration 18Q: 3 clusters Score -3991283 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -3991533.250000 Penalty: 5361.253906
	Iteration 19Q: 3 clusters Score -3991533 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -3991795.000000 Penalty: 5361.253906
	Iteration 20F: 3 clusters Score -3991795 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -3992047.500000 Penalty: 5361.253906
	Iteration 21Q: 3 clusters Score -3992048 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -3992253.500000 Penalty: 5361.253906
	Iteration 22Q: 3 clusters Score -3992254 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -3992397.000000 Penalty: 5361.253906
	Iteration 23Q: 3 clusters Score -3992397 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -3992489.250000 Penalty: 5361.253906
	Iteration 24Q: 3 clusters Score -3992489 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -3992568.750000 Penalty: 5361.253906
	Iteration 25Q: 3 clusters Score -3992569 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -3992655.000000 Penalty: 5361.253906
	Iteration 26Q: 3 clusters Score -3992655 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -3992693.500000 Penalty: 5361.253906
	Iteration 27Q: 3 clusters Score -3992694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -3992755.000000 Penalty: 5361.253906
	Iteration 28Q: 3 clusters Score -3992755 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -3992797.000000 Penalty: 5361.253906
	Iteration 29Q: 3 clusters Score -3992797 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -3992827.750000 Penalty: 5361.253906
	Iteration 30Q: 3 clusters Score -3992828 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -3992853.250000 Penalty: 5361.253906
	Iteration 31Q: 3 clusters Score -3992853 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -3992888.500000 Penalty: 5361.253906
	Iteration 32Q: 3 clusters Score -3992888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -3992912.250000 Penalty: 5361.253906
	Iteration 33Q: 3 clusters Score -3992912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -3992933.250000 Penalty: 5361.253906
	Iteration 34Q: 3 clusters Score -3992933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -3992961.500000 Penalty: 5361.253906
	Iteration 35Q: 3 clusters Score -3992962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -3992967.250000 Penalty: 5361.253906
	Iteration 36Q: 3 clusters Score -3992967 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -3992979.250000 Penalty: 5361.253906
	Iteration 37Q: 3 clusters Score -3992979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -3992994.750000 Penalty: 5361.253906
	Iteration 38Q: 3 clusters Score -3992995 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -3992994.000000 Penalty: 5361.253906
	Iteration 39Q: 3 clusters Score -3992994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -3993019.750000 Penalty: 5361.253906
	Iteration 40F: 3 clusters Score -3993020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -3993059.500000 Penalty: 5361.253906
	Iteration 41Q: 3 clusters Score -3993060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -3993093.500000 Penalty: 5361.253906
	Iteration 42Q: 3 clusters Score -3993094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -3993162.750000 Penalty: 5361.253906
	Iteration 43Q: 3 clusters Score -3993163 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -3993240.750000 Penalty: 5361.253906
	Iteration 44Q: 3 clusters Score -3993241 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -3993355.000000 Penalty: 5361.253906
	Iteration 45Q: 3 clusters Score -3993355 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -3993502.750000 Penalty: 5361.253906
	Iteration 46Q: 3 clusters Score -3993503 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -3993639.250000 Penalty: 5361.253906
	Iteration 47Q: 3 clusters Score -3993639 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -3993793.000000 Penalty: 5361.253906
	Iteration 48Q: 3 clusters Score -3993793 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -3993964.500000 Penalty: 5361.253906
	Iteration 49Q: 3 clusters Score -3993964 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -3994095.500000 Penalty: 5361.253906
	Iteration 50Q: 3 clusters Score -3994096 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -3994185.500000 Penalty: 5361.253906
	Iteration 51Q: 3 clusters Score -3994186 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -3994258.750000 Penalty: 5361.253906
	Iteration 52Q: 3 clusters Score -3994259 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -3994302.750000 Penalty: 5361.253906
	Iteration 53Q: 3 clusters Score -3994303 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -3994335.250000 Penalty: 5361.253906
	Iteration 54Q: 3 clusters Score -3994335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -3994344.500000 Penalty: 5361.253906
	Iteration 55Q: 3 clusters Score -3994344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -3994362.750000 Penalty: 5361.253906
	Iteration 56Q: 3 clusters Score -3994363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -3994368.250000 Penalty: 5361.253906
	Iteration 57Q: 3 clusters Score -3994368 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3994384 nChanged 59
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Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3994384 nChanged 36
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Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3994566 nChanged 159
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Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3994631 nChanged 187
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Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3994686 nChanged 167
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Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3994720 nChanged 166
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Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3994746 nChanged 169
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Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3994788 nChanged 205
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Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3994840 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3994869 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3994930 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3994997 nChanged 238
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Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3995047 nChanged 266
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Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3995127 nChanged 282
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Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3995214 nChanged 307
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Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3995294 nChanged 359
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Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3995390 nChanged 400
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Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3995538 nChanged 446
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Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3995690 nChanged 459
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Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3995867 nChanged 508
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Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3996050 nChanged 513
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Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3996244 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -3996493.500000 Penalty: 5361.253906
	Iteration 80F: 3 clusters Score -3996494 nChanged 608
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3996793 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3997101 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3997464 nChanged 748
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Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3997816 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3998186 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3998555 nChanged 731
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3998959 nChanged 706
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Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 30787 members 
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	Iteration 88Q: 3 clusters Score -3999328 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3999640 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3999891 nChanged 511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4000092 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4000230 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4000323.500000 Penalty: 5361.253906
	Iteration 93Q: 3 clusters Score -4000324 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4000380.750000 Penalty: 5361.253906
	Iteration 94Q: 3 clusters Score -4000381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -4000413.000000 Penalty: 5361.253906
	Iteration 95Q: 3 clusters Score -4000413 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4000425.750000 Penalty: 5361.253906
	Iteration 96Q: 3 clusters Score -4000426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4000441.750000 Penalty: 5361.253906
	Iteration 97Q: 3 clusters Score -4000442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4000451.500000 Penalty: 5361.253906
	Iteration 98Q: 3 clusters Score -4000452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4000475.500000 Penalty: 5361.253906
	Iteration 99Q: 3 clusters Score -4000476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4000519.250000 Penalty: 5361.253906
	Iteration 100F: 3 clusters Score -4000519 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4000515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -4000516.750000 Penalty: 5361.253906
	Iteration 102Q: 3 clusters Score -4000517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -4000532.500000 Penalty: 5361.253906
	Iteration 103Q: 3 clusters Score -4000532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4000556.250000 Penalty: 5361.253906
	Iteration 104Q: 3 clusters Score -4000556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4000566.750000 Penalty: 5361.253906
	Iteration 105Q: 3 clusters Score -4000567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4000573.000000 Penalty: 5361.253906
	Iteration 106Q: 3 clusters Score -4000573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4000568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -4000558.000000 Penalty: 5361.253906
	Iteration 108Q: 3 clusters Score -4000558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -4000561.500000 Penalty: 5361.253906
	Iteration 109Q: 3 clusters Score -4000562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4000584.250000 Penalty: 5361.253906
	Iteration 110Q: 3 clusters Score -4000584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4000582.000000 Penalty: 5361.253906
	Iteration 111Q: 3 clusters Score -4000582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4000600.250000 Penalty: 5361.253906
	Iteration 112Q: 3 clusters Score -4000600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -4000605.250000 Penalty: 5361.253906
	Iteration 113Q: 3 clusters Score -4000605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4000597 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4000598 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -4000601.500000 Penalty: 5361.253906
	Iteration 116Q: 3 clusters Score -4000602 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -4000607.750000 Penalty: 5361.253906
	Iteration 117Q: 3 clusters Score -4000608 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -4000624.250000 Penalty: 5361.253906
	Iteration 118Q: 3 clusters Score -4000624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4000613.750000 Penalty: 5361.253906
	Iteration 119Q: 3 clusters Score -4000614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4000615.750000 Penalty: 5361.253906
	Iteration 120F: 3 clusters Score -4000616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4000614.500000 Penalty: 5361.253906
	Iteration 121Q: 3 clusters Score -4000614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4000612.500000 Penalty: 5361.253906
	Iteration 122Q: 3 clusters Score -4000612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4000623.000000 Penalty: 5361.253906
	Iteration 123Q: 3 clusters Score -4000623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -4000611.500000 Penalty: 5361.253906
	Iteration 124Q: 3 clusters Score -4000612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4000611.500000 Penalty: 5361.253906
	Iteration 125Q: 3 clusters Score -4000612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -4000617.750000 Penalty: 5361.253906
	Iteration 126Q: 3 clusters Score -4000618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4000618.750000 Penalty: 5361.253906
	Iteration 127Q: 3 clusters Score -4000619 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4000614 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4000614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4000614 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4000610.750000 Penalty: 5361.253906
	Iteration 131Q: 3 clusters Score -4000611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4000613.500000 Penalty: 5361.253906
	Iteration 132Q: 3 clusters Score -4000614 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4000614 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4000615.000000 Penalty: 5361.253906
	Iteration 134Q: 3 clusters Score -4000615 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4000615.000000 Penalty: 5361.253906
	Iteration 135F: 3 clusters Score -4000615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 16174 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Entering Unmasked Estep 
Score: -51103184.000000 Penalty: 136215.984375
Splitting cluster 16 changes total score from -51092516.000000 to -51103184.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1297391.125000 Penalty: 2403.407715
	Iteration 0F: 2 clusters Score -1297391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1285769.375000 Penalty: 4806.815430
	Iteration 0F: 3 clusters Score -1285769 nChanged 7031
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Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1289742.375000 Penalty: 4806.815430
	Iteration 1F: 3 clusters Score -1289742 nChanged 1222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1290595.625000 Penalty: 4806.815430
	Iteration 2F: 3 clusters Score -1290596 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1291824.875000 Penalty: 4806.815430
	Iteration 3F: 3 clusters Score -1291825 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1293617.375000 Penalty: 4806.815430
	Iteration 4F: 3 clusters Score -1293617 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1295783.250000 Penalty: 4806.815430
	Iteration 5F: 3 clusters Score -1295783 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1297263.750000 Penalty: 4806.815430
	Iteration 6F: 3 clusters Score -1297264 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1297791.875000 Penalty: 4806.815430
	Iteration 7Q: 3 clusters Score -1297792 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1297966.500000 Penalty: 4806.815430
	Iteration 8Q: 3 clusters Score -1297966 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1298036.125000 Penalty: 4806.815430
	Iteration 9Q: 3 clusters Score -1298036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1298077.500000 Penalty: 4806.815430
	Iteration 10Q: 3 clusters Score -1298078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1298097.000000 Penalty: 4806.815430
	Iteration 11Q: 3 clusters Score -1298097 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1298109.750000 Penalty: 4806.815430
	Iteration 12Q: 3 clusters Score -1298110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1298117.250000 Penalty: 4806.815430
	Iteration 13Q: 3 clusters Score -1298117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1298123.000000 Penalty: 4806.815430
	Iteration 14Q: 3 clusters Score -1298123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1298127.875000 Penalty: 4806.815430
	Iteration 15Q: 3 clusters Score -1298128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1298134.875000 Penalty: 4806.815430
	Iteration 16Q: 3 clusters Score -1298135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1298143.250000 Penalty: 4806.815430
	Iteration 17Q: 3 clusters Score -1298143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1298146.875000 Penalty: 4806.815430
	Iteration 18Q: 3 clusters Score -1298147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1298154.625000 Penalty: 4806.815430
	Iteration 19Q: 3 clusters Score -1298155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1298165.625000 Penalty: 4806.815430
	Iteration 20F: 3 clusters Score -1298166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1298171.750000 Penalty: 4806.815430
	Iteration 21Q: 3 clusters Score -1298172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1298177.625000 Penalty: 4806.815430
	Iteration 22Q: 3 clusters Score -1298178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1298186.750000 Penalty: 4806.815430
	Iteration 23Q: 3 clusters Score -1298187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1298202.125000 Penalty: 4806.815430
	Iteration 24Q: 3 clusters Score -1298202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1298216.750000 Penalty: 4806.815430
	Iteration 25Q: 3 clusters Score -1298217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1298240.625000 Penalty: 4806.815430
	Iteration 26Q: 3 clusters Score -1298241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1298252.875000 Penalty: 4806.815430
	Iteration 27Q: 3 clusters Score -1298253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1298271.875000 Penalty: 4806.815430
	Iteration 28Q: 3 clusters Score -1298272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1298288.625000 Penalty: 4806.815430
	Iteration 29Q: 3 clusters Score -1298289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1298305.875000 Penalty: 4806.815430
	Iteration 30Q: 3 clusters Score -1298306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1298326.875000 Penalty: 4806.815430
	Iteration 31Q: 3 clusters Score -1298327 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1298354.875000 Penalty: 4806.815430
	Iteration 32Q: 3 clusters Score -1298355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1298409.500000 Penalty: 4806.815430
	Iteration 33Q: 3 clusters Score -1298410 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1298495.375000 Penalty: 4806.815430
	Iteration 34Q: 3 clusters Score -1298495 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1298603.250000 Penalty: 4806.815430
	Iteration 35Q: 3 clusters Score -1298603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1298755.750000 Penalty: 4806.815430
	Iteration 36Q: 3 clusters Score -1298756 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1298971.500000 Penalty: 4806.815430
	Iteration 37Q: 3 clusters Score -1298972 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1299240.125000 Penalty: 4806.815430
	Iteration 38Q: 3 clusters Score -1299240 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1299547.125000 Penalty: 4806.815430
	Iteration 39Q: 3 clusters Score -1299547 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1299870.625000 Penalty: 4806.815430
	Iteration 40F: 3 clusters Score -1299871 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1300146.125000 Penalty: 4806.815430
	Iteration 41Q: 3 clusters Score -1300146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1300332.500000 Penalty: 4806.815430
	Iteration 42Q: 3 clusters Score -1300332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1300456.125000 Penalty: 4806.815430
	Iteration 43Q: 3 clusters Score -1300456 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1300542.500000 Penalty: 4806.815430
	Iteration 44Q: 3 clusters Score -1300542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1300590.250000 Penalty: 4806.815430
	Iteration 45Q: 3 clusters Score -1300590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1300615.250000 Penalty: 4806.815430
	Iteration 46Q: 3 clusters Score -1300615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1300624.625000 Penalty: 4806.815430
	Iteration 47Q: 3 clusters Score -1300625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1300630.625000 Penalty: 4806.815430
	Iteration 48Q: 3 clusters Score -1300631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1300633.500000 Penalty: 4806.815430
	Iteration 49Q: 3 clusters Score -1300634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1300634.000000 Penalty: 4806.815430
	Iteration 50Q: 3 clusters Score -1300634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1300635.250000 Penalty: 4806.815430
	Iteration 51Q: 3 clusters Score -1300635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1300635.250000 Penalty: 4806.815430
	Iteration 52F: 3 clusters Score -1300635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Entering Unmasked Estep 
Score: -51105236.000000 Penalty: 139538.312500
Splitting cluster 17 changes total score from -51092516.000000 to -51105236.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 18 (12840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Entering Unmasked Estep 
Score: -888139.312500 Penalty: 2346.159424
	Iteration 0F: 2 clusters Score -888139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -878650.625000 Penalty: 4692.318848
	Iteration 0F: 3 clusters Score -878650.6 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -882013.687500 Penalty: 4692.318848
	Iteration 1F: 3 clusters Score -882013.7 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -882760.250000 Penalty: 4692.318848
	Iteration 2F: 3 clusters Score -882760.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -883505.812500 Penalty: 4692.318848
	Iteration 3F: 3 clusters Score -883505.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -884313.250000 Penalty: 4692.318848
	Iteration 4F: 3 clusters Score -884313.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -884993.000000 Penalty: 4692.318848
	Iteration 5F: 3 clusters Score -884993 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -885516.687500 Penalty: 4692.318848
	Iteration 6F: 3 clusters Score -885516.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -885908.875000 Penalty: 4692.318848
	Iteration 7F: 3 clusters Score -885908.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -886186.437500 Penalty: 4692.318848
	Iteration 8Q: 3 clusters Score -886186.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -886426.250000 Penalty: 4692.318848
	Iteration 9Q: 3 clusters Score -886426.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -886638.750000 Penalty: 4692.318848
	Iteration 10Q: 3 clusters Score -886638.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -886828.687500 Penalty: 4692.318848
	Iteration 11Q: 3 clusters Score -886828.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -886983.312500 Penalty: 4692.318848
	Iteration 12Q: 3 clusters Score -886983.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -887124.000000 Penalty: 4692.318848
	Iteration 13Q: 3 clusters Score -887124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -887249.625000 Penalty: 4692.318848
	Iteration 14Q: 3 clusters Score -887249.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -887357.250000 Penalty: 4692.318848
	Iteration 15Q: 3 clusters Score -887357.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -887465.562500 Penalty: 4692.318848
	Iteration 16Q: 3 clusters Score -887465.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -887571.812500 Penalty: 4692.318848
	Iteration 17Q: 3 clusters Score -887571.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -887679.000000 Penalty: 4692.318848
	Iteration 18Q: 3 clusters Score -887679 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -887823.187500 Penalty: 4692.318848
	Iteration 19Q: 3 clusters Score -887823.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -887949.562500 Penalty: 4692.318848
	Iteration 20F: 3 clusters Score -887949.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -888015.812500 Penalty: 4692.318848
	Iteration 21Q: 3 clusters Score -888015.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -888046.750000 Penalty: 4692.318848
	Iteration 22Q: 3 clusters Score -888046.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -888073.562500 Penalty: 4692.318848
	Iteration 23Q: 3 clusters Score -888073.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -888087.500000 Penalty: 4692.318848
	Iteration 24Q: 3 clusters Score -888087.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -888097.875000 Penalty: 4692.318848
	Iteration 25Q: 3 clusters Score -888097.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -888105.125000 Penalty: 4692.318848
	Iteration 26Q: 3 clusters Score -888105.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -888116.250000 Penalty: 4692.318848
	Iteration 27Q: 3 clusters Score -888116.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -888122.375000 Penalty: 4692.318848
	Iteration 28Q: 3 clusters Score -888122.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -888126.312500 Penalty: 4692.318848
	Iteration 29Q: 3 clusters Score -888126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -888128.937500 Penalty: 4692.318848
	Iteration 30Q: 3 clusters Score -888128.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -888135.250000 Penalty: 4692.318848
	Iteration 31Q: 3 clusters Score -888135.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -888141.687500 Penalty: 4692.318848
	Iteration 32Q: 3 clusters Score -888141.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -888148.750000 Penalty: 4692.318848
	Iteration 33Q: 3 clusters Score -888148.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -888159.500000 Penalty: 4692.318848
	Iteration 34Q: 3 clusters Score -888159.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -888161.500000 Penalty: 4692.318848
	Iteration 35Q: 3 clusters Score -888161.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -888175.000000 Penalty: 4692.318848
	Iteration 36Q: 3 clusters Score -888175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -888204.875000 Penalty: 4692.318848
	Iteration 37Q: 3 clusters Score -888204.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -888237.937500 Penalty: 4692.318848
	Iteration 38Q: 3 clusters Score -888237.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -888261.437500 Penalty: 4692.318848
	Iteration 39Q: 3 clusters Score -888261.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -888293.250000 Penalty: 4692.318848
	Iteration 40F: 3 clusters Score -888293.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -888340.437500 Penalty: 4692.318848
	Iteration 41Q: 3 clusters Score -888340.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -888388.437500 Penalty: 4692.318848
	Iteration 42Q: 3 clusters Score -888388.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -888438.875000 Penalty: 4692.318848
	Iteration 43Q: 3 clusters Score -888438.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -888504.937500 Penalty: 4692.318848
	Iteration 44Q: 3 clusters Score -888504.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -888572.625000 Penalty: 4692.318848
	Iteration 45Q: 3 clusters Score -888572.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -888648.062500 Penalty: 4692.318848
	Iteration 46Q: 3 clusters Score -888648.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -888758.812500 Penalty: 4692.318848
	Iteration 47Q: 3 clusters Score -888758.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -888881.812500 Penalty: 4692.318848
	Iteration 48Q: 3 clusters Score -888881.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -889076.000000 Penalty: 4692.318848
	Iteration 49Q: 3 clusters Score -889076 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -889299.062500 Penalty: 4692.318848
	Iteration 50Q: 3 clusters Score -889299.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -889434.687500 Penalty: 4692.318848
	Iteration 51Q: 3 clusters Score -889434.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -889517.937500 Penalty: 4692.318848
	Iteration 52Q: 3 clusters Score -889517.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -889566.437500 Penalty: 4692.318848
	Iteration 53Q: 3 clusters Score -889566.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -889596.000000 Penalty: 4692.318848
	Iteration 54Q: 3 clusters Score -889596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -889615.312500 Penalty: 4692.318848
	Iteration 55Q: 3 clusters Score -889615.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -889632.687500 Penalty: 4692.318848
	Iteration 56Q: 3 clusters Score -889632.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -889645.937500 Penalty: 4692.318848
	Iteration 57Q: 3 clusters Score -889645.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -889654.625000 Penalty: 4692.318848
	Iteration 58Q: 3 clusters Score -889654.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -889658.062500 Penalty: 4692.318848
	Iteration 59Q: 3 clusters Score -889658.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -889666.312500 Penalty: 4692.318848
	Iteration 60F: 3 clusters Score -889666.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -889665.500000 Penalty: 4692.318848
	Iteration 61Q: 3 clusters Score -889665.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -889668.250000 Penalty: 4692.318848
	Iteration 62Q: 3 clusters Score -889668.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -889672.312500 Penalty: 4692.318848
	Iteration 63Q: 3 clusters Score -889672.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -889677.875000 Penalty: 4692.318848
	Iteration 64Q: 3 clusters Score -889677.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -889683.437500 Penalty: 4692.318848
	Iteration 65Q: 3 clusters Score -889683.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -889683.125000 Penalty: 4692.318848
	Iteration 66Q: 3 clusters Score -889683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -889686.687500 Penalty: 4692.318848
	Iteration 67Q: 3 clusters Score -889686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -889687.875000 Penalty: 4692.318848
	Iteration 68Q: 3 clusters Score -889687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -889691.250000 Penalty: 4692.318848
	Iteration 69Q: 3 clusters Score -889691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -889696.187500 Penalty: 4692.318848
	Iteration 70Q: 3 clusters Score -889696.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -889701.062500 Penalty: 4692.318848
	Iteration 71Q: 3 clusters Score -889701.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -889703.937500 Penalty: 4692.318848
	Iteration 72Q: 3 clusters Score -889703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -889704.687500 Penalty: 4692.318848
	Iteration 73Q: 3 clusters Score -889704.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -889707.687500 Penalty: 4692.318848
	Iteration 74Q: 3 clusters Score -889707.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -889709.187500 Penalty: 4692.318848
	Iteration 75Q: 3 clusters Score -889709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -889711.250000 Penalty: 4692.318848
	Iteration 76Q: 3 clusters Score -889711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -889713.062500 Penalty: 4692.318848
	Iteration 77Q: 3 clusters Score -889713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -889712.437500 Penalty: 4692.318848
	Iteration 78Q: 3 clusters Score -889712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -889712.437500 Penalty: 4692.318848
	Iteration 79F: 3 clusters Score -889712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Entering Unmasked Estep 
Score: -51105784.000000 Penalty: 142860.656250
Splitting cluster 18 changes total score from -51092516.000000 to -51105784.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 19 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -785578.500000 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -785578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -777981.750000 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -777981.8 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -780282.125000 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -780282.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -780785.312500 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -780785.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -781245.625000 Penalty: 4561.436523
	Iteration 3F: 3 clusters Score -781245.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -781690.437500 Penalty: 4561.436523
	Iteration 4F: 3 clusters Score -781690.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -782103.062500 Penalty: 4561.436523
	Iteration 5F: 3 clusters Score -782103.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -782507.750000 Penalty: 4561.436523
	Iteration 6F: 3 clusters Score -782507.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -782882.375000 Penalty: 4561.436523
	Iteration 7Q: 3 clusters Score -782882.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -783174.812500 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -783174.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -783396.750000 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -783396.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -783610.875000 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -783610.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -783794.687500 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -783794.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -783946.500000 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -783946.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -784086.687500 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -784086.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -784184.562500 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -784184.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -784261.875000 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -784261.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -784325.812500 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -784325.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -784384.500000 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -784384.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -784429.375000 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -784429.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -784464.937500 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -784464.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -784502.437500 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -784502.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -784541.562500 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -784541.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -784576.750000 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -784576.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -784600.312500 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -784600.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -784614.125000 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -784614.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -784627.812500 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -784627.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -784635.062500 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -784635.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -784637.250000 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -784637.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -784643.125000 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -784643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -784645.062500 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -784645.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -784648.000000 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -784648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -784651.187500 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -784651.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -784654.312500 Penalty: 4561.436523
	Iteration 32Q: 3 clusters Score -784654.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -784657.625000 Penalty: 4561.436523
	Iteration 33Q: 3 clusters Score -784657.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -784661.375000 Penalty: 4561.436523
	Iteration 34Q: 3 clusters Score -784661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -784661.687500 Penalty: 4561.436523
	Iteration 35Q: 3 clusters Score -784661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -784660.937500 Penalty: 4561.436523
	Iteration 36Q: 3 clusters Score -784660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -784661.750000 Penalty: 4561.436523
	Iteration 37Q: 3 clusters Score -784661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -784660.125000 Penalty: 4561.436523
	Iteration 38Q: 3 clusters Score -784660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -784660.125000 Penalty: 4561.436523
	Iteration 39F: 3 clusters Score -784660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -125951.226562 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -125951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -123522.070312 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -123522.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -124081.187500 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -124081.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124331.570312 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -124331.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -124511.734375 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -124511.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124691.218750 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -124691.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124805.695312 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -124805.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124893.359375 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -124893.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -124999.929688 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -124999.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -125146.882812 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -125146.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125377.890625 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -125377.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125966.062500 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -125966.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126258.484375 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -126258.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126353.093750 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -126353.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126410.257812 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -126410.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126470.257812 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -126470.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126548.320312 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -126548.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126591.710938 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -126591.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126616.992188 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -126617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126653.054688 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -126653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -126696.992188 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -126697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126744.992188 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -126745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -126851.632812 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -126851.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -127059.054688 Penalty: 3695.239502
	Iteration 22Q: 3 clusters Score -127059.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -127502.007812 Penalty: 3695.239502
	Iteration 23Q: 3 clusters Score -127502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127524.835938 Penalty: 3695.239502
	Iteration 24Q: 3 clusters Score -127524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127524.835938 Penalty: 3695.239502
	Iteration 25F: 3 clusters Score -127524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 16810 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Entering Unmasked Estep 
Score: -51105920.000000 Penalty: 146183.000000
Splitting cluster 20 changes total score from -51092516.000000 to -51105920.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 21 (16810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Entering Unmasked Estep 
Score: -1350790.000000 Penalty: 2412.972900
	Iteration 0F: 2 clusters Score -1350790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1338689.500000 Penalty: 4825.945801
	Iteration 0F: 3 clusters Score -1338690 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1342781.500000 Penalty: 4825.945801
	Iteration 1F: 3 clusters Score -1342782 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1343330.250000 Penalty: 4825.945801
	Iteration 2F: 3 clusters Score -1343330 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1343961.750000 Penalty: 4825.945801
	Iteration 3F: 3 clusters Score -1343962 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1344763.625000 Penalty: 4825.945801
	Iteration 4F: 3 clusters Score -1344764 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1345858.125000 Penalty: 4825.945801
	Iteration 5F: 3 clusters Score -1345858 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1346988.250000 Penalty: 4825.945801
	Iteration 6F: 3 clusters Score -1346988 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1347931.875000 Penalty: 4825.945801
	Iteration 7F: 3 clusters Score -1347932 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1348633.625000 Penalty: 4825.945801
	Iteration 8F: 3 clusters Score -1348634 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1349308.125000 Penalty: 4825.945801
	Iteration 9Q: 3 clusters Score -1349308 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1350079.500000 Penalty: 4825.945801
	Iteration 10Q: 3 clusters Score -1350080 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1350641.125000 Penalty: 4825.945801
	Iteration 11Q: 3 clusters Score -1350641 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1351025.750000 Penalty: 4825.945801
	Iteration 12Q: 3 clusters Score -1351026 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1351269.750000 Penalty: 4825.945801
	Iteration 13Q: 3 clusters Score -1351270 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1351440.125000 Penalty: 4825.945801
	Iteration 14Q: 3 clusters Score -1351440 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1351586.125000 Penalty: 4825.945801
	Iteration 15Q: 3 clusters Score -1351586 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1351696.750000 Penalty: 4825.945801
	Iteration 16Q: 3 clusters Score -1351697 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1351797.250000 Penalty: 4825.945801
	Iteration 17Q: 3 clusters Score -1351797 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1351869.625000 Penalty: 4825.945801
	Iteration 18Q: 3 clusters Score -1351870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1351936.125000 Penalty: 4825.945801
	Iteration 19Q: 3 clusters Score -1351936 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1351987.875000 Penalty: 4825.945801
	Iteration 20F: 3 clusters Score -1351988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1352024.250000 Penalty: 4825.945801
	Iteration 21Q: 3 clusters Score -1352024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1352053.125000 Penalty: 4825.945801
	Iteration 22Q: 3 clusters Score -1352053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1352064.375000 Penalty: 4825.945801
	Iteration 23Q: 3 clusters Score -1352064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1352084.125000 Penalty: 4825.945801
	Iteration 24Q: 3 clusters Score -1352084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1352092.125000 Penalty: 4825.945801
	Iteration 25Q: 3 clusters Score -1352092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1352098.250000 Penalty: 4825.945801
	Iteration 26Q: 3 clusters Score -1352098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1352106.500000 Penalty: 4825.945801
	Iteration 27Q: 3 clusters Score -1352106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1352106.125000 Penalty: 4825.945801
	Iteration 28Q: 3 clusters Score -1352106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1352113.125000 Penalty: 4825.945801
	Iteration 29Q: 3 clusters Score -1352113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1352111.750000 Penalty: 4825.945801
	Iteration 30Q: 3 clusters Score -1352112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1352111.750000 Penalty: 4825.945801
	Iteration 31Q: 3 clusters Score -1352112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1352113.375000 Penalty: 4825.945801
	Iteration 32Q: 3 clusters Score -1352113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1352110.875000 Penalty: 4825.945801
	Iteration 33Q: 3 clusters Score -1352111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1352109.875000 Penalty: 4825.945801
	Iteration 34Q: 3 clusters Score -1352110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1352110.750000 Penalty: 4825.945801
	Iteration 35Q: 3 clusters Score -1352111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1352112.000000 Penalty: 4825.945801
	Iteration 36Q: 3 clusters Score -1352112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1352110.750000 Penalty: 4825.945801
	Iteration 37Q: 3 clusters Score -1352111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1352110.250000 Penalty: 4825.945801
	Iteration 38Q: 3 clusters Score -1352110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1352110.375000 Penalty: 4825.945801
	Iteration 39Q: 3 clusters Score -1352110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1352109.750000 Penalty: 4825.945801
	Iteration 40F: 3 clusters Score -1352110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1352110.875000 Penalty: 4825.945801
	Iteration 41Q: 3 clusters Score -1352111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1352112.750000 Penalty: 4825.945801
	Iteration 42Q: 3 clusters Score -1352113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1352112.750000 Penalty: 4825.945801
	Iteration 43F: 3 clusters Score -1352113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Entering Unmasked Estep 
Score: -51106252.000000 Penalty: 149505.343750
Splitting cluster 21 changes total score from -51092516.000000 to -51106252.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 22 (59687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Entering Unmasked Estep 
Score: -4975889.000000 Penalty: 2727.223633
	Iteration 0F: 2 clusters Score -4975889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4935526.500000 Penalty: 5454.447266
	Iteration 0F: 3 clusters Score -4935526 nChanged 27871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4951105.500000 Penalty: 5454.447266
	Iteration 1F: 3 clusters Score -4951106 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4951694.000000 Penalty: 5454.447266
	Iteration 2Q: 3 clusters Score -4951694 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4952242.500000 Penalty: 5454.447266
	Iteration 3Q: 3 clusters Score -4952242 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4952731.000000 Penalty: 5454.447266
	Iteration 4Q: 3 clusters Score -4952731 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4953311.500000 Penalty: 5454.447266
	Iteration 5Q: 3 clusters Score -4953312 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4954180.000000 Penalty: 5454.447266
	Iteration 6Q: 3 clusters Score -4954180 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -4955504.500000 Penalty: 5454.447266
	Iteration 7Q: 3 clusters Score -4955504 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -4957753.000000 Penalty: 5454.447266
	Iteration 8F: 3 clusters Score -4957753 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -4960980.500000 Penalty: 5454.447266
	Iteration 9F: 3 clusters Score -4960980 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -4964962.500000 Penalty: 5454.447266
	Iteration 10F: 3 clusters Score -4964962 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -4968490.000000 Penalty: 5454.447266
	Iteration 11F: 3 clusters Score -4968490 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -4970890.000000 Penalty: 5454.447266
	Iteration 12Q: 3 clusters Score -4970890 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -4972270.500000 Penalty: 5454.447266
	Iteration 13Q: 3 clusters Score -4972270 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -4972871.500000 Penalty: 5454.447266
	Iteration 14Q: 3 clusters Score -4972872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -4973159.000000 Penalty: 5454.447266
	Iteration 15Q: 3 clusters Score -4973159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -4973277.000000 Penalty: 5454.447266
	Iteration 16Q: 3 clusters Score -4973277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -4973333.500000 Penalty: 5454.447266
	Iteration 17Q: 3 clusters Score -4973334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -4973375.000000 Penalty: 5454.447266
	Iteration 18Q: 3 clusters Score -4973375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -4973395.000000 Penalty: 5454.447266
	Iteration 19Q: 3 clusters Score -4973395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -4973417.500000 Penalty: 5454.447266
	Iteration 20F: 3 clusters Score -4973418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -4973437.000000 Penalty: 5454.447266
	Iteration 21Q: 3 clusters Score -4973437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -4973451.000000 Penalty: 5454.447266
	Iteration 22Q: 3 clusters Score -4973451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -4973461.500000 Penalty: 5454.447266
	Iteration 23Q: 3 clusters Score -4973462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -4973466.500000 Penalty: 5454.447266
	Iteration 24Q: 3 clusters Score -4973466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -4973476.000000 Penalty: 5454.447266
	Iteration 25Q: 3 clusters Score -4973476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -4973477.000000 Penalty: 5454.447266
	Iteration 26Q: 3 clusters Score -4973477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -4973475.500000 Penalty: 5454.447266
	Iteration 27Q: 3 clusters Score -4973476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -4973479.500000 Penalty: 5454.447266
	Iteration 28Q: 3 clusters Score -4973480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -4973482.500000 Penalty: 5454.447266
	Iteration 29Q: 3 clusters Score -4973482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -4973482.500000 Penalty: 5454.447266
	Iteration 30Q: 3 clusters Score -4973482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -4973481.000000 Penalty: 5454.447266
	Iteration 31Q: 3 clusters Score -4973481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -4973481.000000 Penalty: 5454.447266
	Iteration 32F: 3 clusters Score -4973481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Entering Unmasked Estep 
Score: -1514238.750000 Penalty: 2432.975342
	Iteration 0F: 2 clusters Score -1514239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1501328.625000 Penalty: 4865.950684
	Iteration 0F: 3 clusters Score -1501329 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1505571.500000 Penalty: 4865.950684
	Iteration 1F: 3 clusters Score -1505572 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1506109.625000 Penalty: 4865.950684
	Iteration 2F: 3 clusters Score -1506110 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1506697.375000 Penalty: 4865.950684
	Iteration 3F: 3 clusters Score -1506697 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1507386.500000 Penalty: 4865.950684
	Iteration 4F: 3 clusters Score -1507386 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1508226.250000 Penalty: 4865.950684
	Iteration 5F: 3 clusters Score -1508226 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1509107.875000 Penalty: 4865.950684
	Iteration 6F: 3 clusters Score -1509108 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1510044.375000 Penalty: 4865.950684
	Iteration 7F: 3 clusters Score -1510044 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1511052.125000 Penalty: 4865.950684
	Iteration 8F: 3 clusters Score -1511052 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1512032.375000 Penalty: 4865.950684
	Iteration 9Q: 3 clusters Score -1512032 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1512634.125000 Penalty: 4865.950684
	Iteration 10Q: 3 clusters Score -1512634 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1512956.125000 Penalty: 4865.950684
	Iteration 11Q: 3 clusters Score -1512956 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1513144.500000 Penalty: 4865.950684
	Iteration 12Q: 3 clusters Score -1513144 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1513269.750000 Penalty: 4865.950684
	Iteration 13Q: 3 clusters Score -1513270 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1513396.625000 Penalty: 4865.950684
	Iteration 14Q: 3 clusters Score -1513397 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1513526.500000 Penalty: 4865.950684
	Iteration 15Q: 3 clusters Score -1513526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1513648.500000 Penalty: 4865.950684
	Iteration 16Q: 3 clusters Score -1513648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1513728.750000 Penalty: 4865.950684
	Iteration 17Q: 3 clusters Score -1513729 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1513800.875000 Penalty: 4865.950684
	Iteration 18Q: 3 clusters Score -1513801 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1513850.125000 Penalty: 4865.950684
	Iteration 19Q: 3 clusters Score -1513850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1513889.625000 Penalty: 4865.950684
	Iteration 20F: 3 clusters Score -1513890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1513923.875000 Penalty: 4865.950684
	Iteration 21Q: 3 clusters Score -1513924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1513939.000000 Penalty: 4865.950684
	Iteration 22Q: 3 clusters Score -1513939 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1513963.625000 Penalty: 4865.950684
	Iteration 23Q: 3 clusters Score -1513964 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1513977.750000 Penalty: 4865.950684
	Iteration 24Q: 3 clusters Score -1513978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1513987.375000 Penalty: 4865.950684
	Iteration 25Q: 3 clusters Score -1513987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1513993.750000 Penalty: 4865.950684
	Iteration 26Q: 3 clusters Score -1513994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1514005.750000 Penalty: 4865.950684
	Iteration 27Q: 3 clusters Score -1514006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1514012.125000 Penalty: 4865.950684
	Iteration 28Q: 3 clusters Score -1514012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1514012.375000 Penalty: 4865.950684
	Iteration 29Q: 3 clusters Score -1514012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1514018.500000 Penalty: 4865.950684
	Iteration 30Q: 3 clusters Score -1514018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1514030.875000 Penalty: 4865.950684
	Iteration 31Q: 3 clusters Score -1514031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1514033.375000 Penalty: 4865.950684
	Iteration 32Q: 3 clusters Score -1514033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1514039.875000 Penalty: 4865.950684
	Iteration 33Q: 3 clusters Score -1514040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1514045.125000 Penalty: 4865.950684
	Iteration 34Q: 3 clusters Score -1514045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1514050.375000 Penalty: 4865.950684
	Iteration 35Q: 3 clusters Score -1514050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1514059.125000 Penalty: 4865.950684
	Iteration 36Q: 3 clusters Score -1514059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1514060.875000 Penalty: 4865.950684
	Iteration 37Q: 3 clusters Score -1514061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1514063.500000 Penalty: 4865.950684
	Iteration 38Q: 3 clusters Score -1514064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1514067.250000 Penalty: 4865.950684
	Iteration 39Q: 3 clusters Score -1514067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1514063.250000 Penalty: 4865.950684
	Iteration 40F: 3 clusters Score -1514063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1514066.375000 Penalty: 4865.950684
	Iteration 41Q: 3 clusters Score -1514066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1514067.625000 Penalty: 4865.950684
	Iteration 42Q: 3 clusters Score -1514068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1514064.875000 Penalty: 4865.950684
	Iteration 43Q: 3 clusters Score -1514065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1514064.125000 Penalty: 4865.950684
	Iteration 44Q: 3 clusters Score -1514064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1514064.625000 Penalty: 4865.950684
	Iteration 45Q: 3 clusters Score -1514065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1514066.000000 Penalty: 4865.950684
	Iteration 46Q: 3 clusters Score -1514066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1514063.250000 Penalty: 4865.950684
	Iteration 47Q: 3 clusters Score -1514063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1514063.250000 Penalty: 4865.950684
	Iteration 48F: 3 clusters Score -1514063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -176913.828125 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -176913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -174140.796875 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -174140.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -174644.859375 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -174644.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -174779.234375 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -174779.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -174864.531250 Penalty: 3816.870361
	Iteration 3Q: 3 clusters Score -174864.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174905.250000 Penalty: 3816.870361
	Iteration 4Q: 3 clusters Score -174905.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -174931.156250 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -174931.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -174956.437500 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -174956.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174992.562500 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -174992.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -175025.875000 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -175025.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175059.406250 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -175059.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175088.015625 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -175088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175110.656250 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -175110.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175121.765625 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -175121.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -175135.234375 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -175135.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175151.859375 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -175151.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175168.656250 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -175168.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -175185.187500 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -175185.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -175197.125000 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -175197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175210.343750 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -175210.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175219.796875 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -175219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -175228.937500 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -175228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175238.453125 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -175238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175244.796875 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -175244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175249.218750 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -175249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175251.859375 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -175251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -175254.515625 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -175254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175258.921875 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -175258.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175261.343750 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -175261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -175264.890625 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -175264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -175266.234375 Penalty: 3816.870361
	Iteration 29Q: 3 clusters Score -175266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -175267.031250 Penalty: 3816.870361
	Iteration 30Q: 3 clusters Score -175267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -175267.671875 Penalty: 3816.870361
	Iteration 31Q: 3 clusters Score -175267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175267.796875 Penalty: 3816.870361
	Iteration 32Q: 3 clusters Score -175267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -175268.062500 Penalty: 3816.870361
	Iteration 33Q: 3 clusters Score -175268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -175268.937500 Penalty: 3816.870361
	Iteration 34Q: 3 clusters Score -175268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -175270.890625 Penalty: 3816.870361
	Iteration 35Q: 3 clusters Score -175270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -175272.718750 Penalty: 3816.870361
	Iteration 36Q: 3 clusters Score -175272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -175274.562500 Penalty: 3816.870361
	Iteration 37Q: 3 clusters Score -175274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175279.625000 Penalty: 3816.870361
	Iteration 38Q: 3 clusters Score -175279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -175281.250000 Penalty: 3816.870361
	Iteration 39Q: 3 clusters Score -175281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -175282.437500 Penalty: 3816.870361
	Iteration 40F: 3 clusters Score -175282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175283.515625 Penalty: 3816.870361
	Iteration 41Q: 3 clusters Score -175283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175284.796875 Penalty: 3816.870361
	Iteration 42Q: 3 clusters Score -175284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175286.796875 Penalty: 3816.870361
	Iteration 43Q: 3 clusters Score -175286.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175289.203125 Penalty: 3816.870361
	Iteration 44Q: 3 clusters Score -175289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -175290.250000 Penalty: 3816.870361
	Iteration 45Q: 3 clusters Score -175290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175293.250000 Penalty: 3816.870361
	Iteration 46Q: 3 clusters Score -175293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -175294.000000 Penalty: 3816.870361
	Iteration 47Q: 3 clusters Score -175294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175294.984375 Penalty: 3816.870361
	Iteration 48Q: 3 clusters Score -175295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -175297.375000 Penalty: 3816.870361
	Iteration 49Q: 3 clusters Score -175297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -175299.781250 Penalty: 3816.870361
	Iteration 50Q: 3 clusters Score -175299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -175304.437500 Penalty: 3816.870361
	Iteration 51Q: 3 clusters Score -175304.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -175306.578125 Penalty: 3816.870361
	Iteration 52Q: 3 clusters Score -175306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -175309.625000 Penalty: 3816.870361
	Iteration 53Q: 3 clusters Score -175309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -175311.656250 Penalty: 3816.870361
	Iteration 54Q: 3 clusters Score -175311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -175312.906250 Penalty: 3816.870361
	Iteration 55Q: 3 clusters Score -175312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -175313.078125 Penalty: 3816.870361
	Iteration 56Q: 3 clusters Score -175313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175313.484375 Penalty: 3816.870361
	Iteration 57Q: 3 clusters Score -175313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175313.484375 Penalty: 3816.870361
	Iteration 58F: 3 clusters Score -175313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -88029.132812 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -88029.13 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 559 members 
Entering Unmasked Estep 
Score: -86026.617188 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -86026.62 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86312.773438 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -86312.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86392.328125 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -86392.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86431.718750 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -86431.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86452.398438 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -86452.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -86467.328125 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -86467.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -86481.664062 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -86481.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86495.820312 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -86495.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -86502.015625 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -86502.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -86505.976562 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -86505.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86511.476562 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -86511.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86518.750000 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -86518.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86522.281250 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -86522.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86522.281250 Penalty: 3477.562012
	Iteration 13F: 3 clusters Score -86522.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -145584.578125 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -145584.6 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 1381 members 
Entering Unmasked Estep 
Score: -142656.968750 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -142657 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -143817.609375 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -143817.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -144763.312500 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -144763.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -145489.687500 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -145489.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -146087.828125 Penalty: 3903.791748
	Iteration 4F: 3 clusters Score -146087.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -146548.750000 Penalty: 3903.791748
	Iteration 5F: 3 clusters Score -146548.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -146690.968750 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -146691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -146757.218750 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -146757.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -146803.468750 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -146803.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -146846.046875 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -146846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -146865.656250 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -146865.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -146873.296875 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -146873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -146875.718750 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -146875.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -146877.437500 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -146877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -146879.859375 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -146879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -146882.843750 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -146882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -146883.765625 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -146883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -146883.843750 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -146883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -146883.843750 Penalty: 3903.791748
	Iteration 18F: 3 clusters Score -146883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 36134 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Entering Unmasked Estep 
Score: -51106228.000000 Penalty: 152827.687500
Splitting cluster 26 changes total score from -51092516.000000 to -51106228.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 27 (36134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Entering Unmasked Estep 
Score: -3034211.500000 Penalty: 2602.757324
	Iteration 0F: 2 clusters Score -3034212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3009597.750000 Penalty: 5205.514648
	Iteration 0F: 3 clusters Score -3009598 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3018882.000000 Penalty: 5205.514648
	Iteration 1F: 3 clusters Score -3018882 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3019981.500000 Penalty: 5205.514648
	Iteration 2F: 3 clusters Score -3019982 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3021662.500000 Penalty: 5205.514648
	Iteration 3F: 3 clusters Score -3021662 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3024077.250000 Penalty: 5205.514648
	Iteration 4F: 3 clusters Score -3024077 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3026849.500000 Penalty: 5205.514648
	Iteration 5F: 3 clusters Score -3026850 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3029271.750000 Penalty: 5205.514648
	Iteration 6F: 3 clusters Score -3029272 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3030907.750000 Penalty: 5205.514648
	Iteration 7F: 3 clusters Score -3030908 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3031995.500000 Penalty: 5205.514648
	Iteration 8Q: 3 clusters Score -3031996 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3032772.500000 Penalty: 5205.514648
	Iteration 9Q: 3 clusters Score -3032772 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3033289.250000 Penalty: 5205.514648
	Iteration 10Q: 3 clusters Score -3033289 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3033592.750000 Penalty: 5205.514648
	Iteration 11Q: 3 clusters Score -3033593 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3033780.750000 Penalty: 5205.514648
	Iteration 12Q: 3 clusters Score -3033781 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3033903.750000 Penalty: 5205.514648
	Iteration 13Q: 3 clusters Score -3033904 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3034022.250000 Penalty: 5205.514648
	Iteration 14Q: 3 clusters Score -3034022 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3034124.000000 Penalty: 5205.514648
	Iteration 15Q: 3 clusters Score -3034124 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3034243.750000 Penalty: 5205.514648
	Iteration 16Q: 3 clusters Score -3034244 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3034389.250000 Penalty: 5205.514648
	Iteration 17Q: 3 clusters Score -3034389 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3034531.750000 Penalty: 5205.514648
	Iteration 18Q: 3 clusters Score -3034532 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3034703.250000 Penalty: 5205.514648
	Iteration 19Q: 3 clusters Score -3034703 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3034842.750000 Penalty: 5205.514648
	Iteration 20F: 3 clusters Score -3034843 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3035003.500000 Penalty: 5205.514648
	Iteration 21Q: 3 clusters Score -3035004 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3035119.000000 Penalty: 5205.514648
	Iteration 22Q: 3 clusters Score -3035119 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3035230.000000 Penalty: 5205.514648
	Iteration 23Q: 3 clusters Score -3035230 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3035322.000000 Penalty: 5205.514648
	Iteration 24Q: 3 clusters Score -3035322 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3035419.750000 Penalty: 5205.514648
	Iteration 25Q: 3 clusters Score -3035420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3035473.250000 Penalty: 5205.514648
	Iteration 26Q: 3 clusters Score -3035473 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3035519.250000 Penalty: 5205.514648
	Iteration 27Q: 3 clusters Score -3035519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3035562.500000 Penalty: 5205.514648
	Iteration 28Q: 3 clusters Score -3035562 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3035600.250000 Penalty: 5205.514648
	Iteration 29Q: 3 clusters Score -3035600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3035644.750000 Penalty: 5205.514648
	Iteration 30Q: 3 clusters Score -3035645 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3035684.250000 Penalty: 5205.514648
	Iteration 31Q: 3 clusters Score -3035684 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3035733.750000 Penalty: 5205.514648
	Iteration 32Q: 3 clusters Score -3035734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3035767.500000 Penalty: 5205.514648
	Iteration 33Q: 3 clusters Score -3035768 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3035779.750000 Penalty: 5205.514648
	Iteration 34Q: 3 clusters Score -3035780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3035791.500000 Penalty: 5205.514648
	Iteration 35Q: 3 clusters Score -3035792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3035813.500000 Penalty: 5205.514648
	Iteration 36Q: 3 clusters Score -3035814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3035826.000000 Penalty: 5205.514648
	Iteration 37Q: 3 clusters Score -3035826 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3035828.250000 Penalty: 5205.514648
	Iteration 38Q: 3 clusters Score -3035828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3035834.750000 Penalty: 5205.514648
	Iteration 39Q: 3 clusters Score -3035835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3035833.500000 Penalty: 5205.514648
	Iteration 40F: 3 clusters Score -3035834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3035843.250000 Penalty: 5205.514648
	Iteration 41Q: 3 clusters Score -3035843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3035853.500000 Penalty: 5205.514648
	Iteration 42Q: 3 clusters Score -3035854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3035852.250000 Penalty: 5205.514648
	Iteration 43Q: 3 clusters Score -3035852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3035853.750000 Penalty: 5205.514648
	Iteration 44Q: 3 clusters Score -3035854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3035855.750000 Penalty: 5205.514648
	Iteration 45Q: 3 clusters Score -3035856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3035848.250000 Penalty: 5205.514648
	Iteration 46Q: 3 clusters Score -3035848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3035850.500000 Penalty: 5205.514648
	Iteration 47Q: 3 clusters Score -3035850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3035857.000000 Penalty: 5205.514648
	Iteration 48Q: 3 clusters Score -3035857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3035854.250000 Penalty: 5205.514648
	Iteration 49Q: 3 clusters Score -3035854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3035852.250000 Penalty: 5205.514648
	Iteration 50Q: 3 clusters Score -3035852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3035850.250000 Penalty: 5205.514648
	Iteration 51Q: 3 clusters Score -3035850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3035854.250000 Penalty: 5205.514648
	Iteration 52Q: 3 clusters Score -3035854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3035853.500000 Penalty: 5205.514648
	Iteration 53Q: 3 clusters Score -3035854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3035850.750000 Penalty: 5205.514648
	Iteration 54Q: 3 clusters Score -3035851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3035849.500000 Penalty: 5205.514648
	Iteration 55Q: 3 clusters Score -3035850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3035853.500000 Penalty: 5205.514648
	Iteration 56Q: 3 clusters Score -3035854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3035854.750000 Penalty: 5205.514648
	Iteration 57Q: 3 clusters Score -3035855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3035856.750000 Penalty: 5205.514648
	Iteration 58Q: 3 clusters Score -3035857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3035860.750000 Penalty: 5205.514648
	Iteration 59Q: 3 clusters Score -3035861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3035861.500000 Penalty: 5205.514648
	Iteration 60F: 3 clusters Score -3035862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3035858.250000 Penalty: 5205.514648
	Iteration 61Q: 3 clusters Score -3035858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3035854.250000 Penalty: 5205.514648
	Iteration 62Q: 3 clusters Score -3035854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3035857.000000 Penalty: 5205.514648
	Iteration 63Q: 3 clusters Score -3035857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3035857.000000 Penalty: 5205.514648
	Iteration 64Q: 3 clusters Score -3035857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3035857.000000 Penalty: 5205.514648
	Iteration 65F: 3 clusters Score -3035857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 57443 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Entering Unmasked Estep 
Score: -51107292.000000 Penalty: 156150.015625
Splitting cluster 27 changes total score from -51092516.000000 to -51107292.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (57443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Entering Unmasked Estep 
Score: -4834014.000000 Penalty: 2717.719971
	Iteration 0F: 2 clusters Score -4834014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -4795479.500000 Penalty: 5435.439941
	Iteration 0F: 3 clusters Score -4795480 nChanged 26613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4811105.500000 Penalty: 5435.439941
	Iteration 1F: 3 clusters Score -4811106 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4813640.500000 Penalty: 5435.439941
	Iteration 2F: 3 clusters Score -4813640 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4818209.500000 Penalty: 5435.439941
	Iteration 3F: 3 clusters Score -4818210 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4823816.000000 Penalty: 5435.439941
	Iteration 4F: 3 clusters Score -4823816 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4827770.000000 Penalty: 5435.439941
	Iteration 5F: 3 clusters Score -4827770 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4830094.500000 Penalty: 5435.439941
	Iteration 6F: 3 clusters Score -4830094 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4831790.500000 Penalty: 5435.439941
	Iteration 7Q: 3 clusters Score -4831790 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -4833747.000000 Penalty: 5435.439941
	Iteration 8Q: 3 clusters Score -4833747 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -4835959.000000 Penalty: 5435.439941
	Iteration 9Q: 3 clusters Score -4835959 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -4837735.500000 Penalty: 5435.439941
	Iteration 10Q: 3 clusters Score -4837736 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4838494.000000 Penalty: 5435.439941
	Iteration 11Q: 3 clusters Score -4838494 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4838828.000000 Penalty: 5435.439941
	Iteration 12Q: 3 clusters Score -4838828 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4838952.000000 Penalty: 5435.439941
	Iteration 13Q: 3 clusters Score -4838952 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4839047.000000 Penalty: 5435.439941
	Iteration 14Q: 3 clusters Score -4839047 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4839050.500000 Penalty: 5435.439941
	Iteration 15Q: 3 clusters Score -4839050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4839051.500000 Penalty: 5435.439941
	Iteration 16Q: 3 clusters Score -4839052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4839085.000000 Penalty: 5435.439941
	Iteration 17Q: 3 clusters Score -4839085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4839091.500000 Penalty: 5435.439941
	Iteration 18Q: 3 clusters Score -4839092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4839105.000000 Penalty: 5435.439941
	Iteration 19Q: 3 clusters Score -4839105 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4839108.500000 Penalty: 5435.439941
	Iteration 20F: 3 clusters Score -4839108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4839126.000000 Penalty: 5435.439941
	Iteration 21Q: 3 clusters Score -4839126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4839133.000000 Penalty: 5435.439941
	Iteration 22Q: 3 clusters Score -4839133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4839140.500000 Penalty: 5435.439941
	Iteration 23Q: 3 clusters Score -4839140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4839132.000000 Penalty: 5435.439941
	Iteration 24Q: 3 clusters Score -4839132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4839121.000000 Penalty: 5435.439941
	Iteration 25Q: 3 clusters Score -4839121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4839126.000000 Penalty: 5435.439941
	Iteration 26Q: 3 clusters Score -4839126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4839141.500000 Penalty: 5435.439941
	Iteration 27Q: 3 clusters Score -4839142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4839156.000000 Penalty: 5435.439941
	Iteration 28Q: 3 clusters Score -4839156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4839147.000000 Penalty: 5435.439941
	Iteration 29Q: 3 clusters Score -4839147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4839145.000000 Penalty: 5435.439941
	Iteration 30Q: 3 clusters Score -4839145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4839161.000000 Penalty: 5435.439941
	Iteration 31Q: 3 clusters Score -4839161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4839151.000000 Penalty: 5435.439941
	Iteration 32Q: 3 clusters Score -4839151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4839154.500000 Penalty: 5435.439941
	Iteration 33Q: 3 clusters Score -4839154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4839165.500000 Penalty: 5435.439941
	Iteration 34Q: 3 clusters Score -4839166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4839162.000000 Penalty: 5435.439941
	Iteration 35Q: 3 clusters Score -4839162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4839178.500000 Penalty: 5435.439941
	Iteration 36Q: 3 clusters Score -4839178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4839184.500000 Penalty: 5435.439941
	Iteration 37Q: 3 clusters Score -4839184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4839173.500000 Penalty: 5435.439941
	Iteration 38Q: 3 clusters Score -4839174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -4839183.000000 Penalty: 5435.439941
	Iteration 39Q: 3 clusters Score -4839183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4839187.500000 Penalty: 5435.439941
	Iteration 40F: 3 clusters Score -4839188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4839185.000000 Penalty: 5435.439941
	Iteration 41Q: 3 clusters Score -4839185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4839187.000000 Penalty: 5435.439941
	Iteration 42Q: 3 clusters Score -4839187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4839186.000000 Penalty: 5435.439941
	Iteration 43Q: 3 clusters Score -4839186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4839198.000000 Penalty: 5435.439941
	Iteration 44Q: 3 clusters Score -4839198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4839190.500000 Penalty: 5435.439941
	Iteration 45Q: 3 clusters Score -4839190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4839192.000000 Penalty: 5435.439941
	Iteration 46Q: 3 clusters Score -4839192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4839191.500000 Penalty: 5435.439941
	Iteration 47Q: 3 clusters Score -4839192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4839183.500000 Penalty: 5435.439941
	Iteration 48Q: 3 clusters Score -4839184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4839185.500000 Penalty: 5435.439941
	Iteration 49Q: 3 clusters Score -4839186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4839180.000000 Penalty: 5435.439941
	Iteration 50Q: 3 clusters Score -4839180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4839182.000000 Penalty: 5435.439941
	Iteration 51Q: 3 clusters Score -4839182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4839184.000000 Penalty: 5435.439941
	Iteration 52Q: 3 clusters Score -4839184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4839184.000000 Penalty: 5435.439941
	Iteration 53Q: 3 clusters Score -4839184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4839193.000000 Penalty: 5435.439941
	Iteration 54Q: 3 clusters Score -4839193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4839190.500000 Penalty: 5435.439941
	Iteration 55Q: 3 clusters Score -4839190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4839190.500000 Penalty: 5435.439941
	Iteration 56Q: 3 clusters Score -4839190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4839194.000000 Penalty: 5435.439941
	Iteration 57Q: 3 clusters Score -4839194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4839193.500000 Penalty: 5435.439941
	Iteration 58Q: 3 clusters Score -4839194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4839192.500000 Penalty: 5435.439941
	Iteration 59Q: 3 clusters Score -4839192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4839193.000000 Penalty: 5435.439941
	Iteration 60F: 3 clusters Score -4839193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4839197.000000 Penalty: 5435.439941
	Iteration 61Q: 3 clusters Score -4839197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4839197.000000 Penalty: 5435.439941
	Iteration 62F: 3 clusters Score -4839197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 20597 members 
Entering Unmasked Estep 
Score: -51111820.000000 Penalty: 159472.359375
Splitting cluster 28 changes total score from -51092516.000000 to -51111820.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 29 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -328216.125000 Penalty: 2073.123535
	Iteration 0F: 2 clusters Score -328216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -324184.000000 Penalty: 4146.247070
	Iteration 0F: 3 clusters Score -324184 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -325599.312500 Penalty: 4146.247070
	Iteration 1F: 3 clusters Score -325599.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -326548.687500 Penalty: 4146.247070
	Iteration 2F: 3 clusters Score -326548.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -327532.812500 Penalty: 4146.247070
	Iteration 3F: 3 clusters Score -327532.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -328139.812500 Penalty: 4146.247070
	Iteration 4F: 3 clusters Score -328139.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -328459.687500 Penalty: 4146.247070
	Iteration 5F: 3 clusters Score -328459.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -328648.906250 Penalty: 4146.247070
	Iteration 6Q: 3 clusters Score -328648.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -328748.312500 Penalty: 4146.247070
	Iteration 7Q: 3 clusters Score -328748.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -328803.406250 Penalty: 4146.247070
	Iteration 8Q: 3 clusters Score -328803.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -328833.687500 Penalty: 4146.247070
	Iteration 9Q: 3 clusters Score -328833.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -328852.218750 Penalty: 4146.247070
	Iteration 10Q: 3 clusters Score -328852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -328865.718750 Penalty: 4146.247070
	Iteration 11Q: 3 clusters Score -328865.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -328880.437500 Penalty: 4146.247070
	Iteration 12Q: 3 clusters Score -328880.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -328902.812500 Penalty: 4146.247070
	Iteration 13Q: 3 clusters Score -328902.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -328947.062500 Penalty: 4146.247070
	Iteration 14Q: 3 clusters Score -328947.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -328987.718750 Penalty: 4146.247070
	Iteration 15Q: 3 clusters Score -328987.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -329022.687500 Penalty: 4146.247070
	Iteration 16Q: 3 clusters Score -329022.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -329057.406250 Penalty: 4146.247070
	Iteration 17Q: 3 clusters Score -329057.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -329078.468750 Penalty: 4146.247070
	Iteration 18Q: 3 clusters Score -329078.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -329102.968750 Penalty: 4146.247070
	Iteration 19Q: 3 clusters Score -329103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -329126.781250 Penalty: 4146.247070
	Iteration 20F: 3 clusters Score -329126.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -329159.687500 Penalty: 4146.247070
	Iteration 21Q: 3 clusters Score -329159.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -329189.718750 Penalty: 4146.247070
	Iteration 22Q: 3 clusters Score -329189.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -329226.187500 Penalty: 4146.247070
	Iteration 23Q: 3 clusters Score -329226.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -329260.468750 Penalty: 4146.247070
	Iteration 24Q: 3 clusters Score -329260.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -329299.406250 Penalty: 4146.247070
	Iteration 25Q: 3 clusters Score -329299.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -329358.468750 Penalty: 4146.247070
	Iteration 26Q: 3 clusters Score -329358.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -329462.375000 Penalty: 4146.247070
	Iteration 27Q: 3 clusters Score -329462.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -329599.406250 Penalty: 4146.247070
	Iteration 28Q: 3 clusters Score -329599.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -329753.406250 Penalty: 4146.247070
	Iteration 29Q: 3 clusters Score -329753.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -329856.656250 Penalty: 4146.247070
	Iteration 30Q: 3 clusters Score -329856.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -329896.343750 Penalty: 4146.247070
	Iteration 31Q: 3 clusters Score -329896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -329910.375000 Penalty: 4146.247070
	Iteration 32Q: 3 clusters Score -329910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -329914.000000 Penalty: 4146.247070
	Iteration 33Q: 3 clusters Score -329914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -329917.156250 Penalty: 4146.247070
	Iteration 34Q: 3 clusters Score -329917.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -329918.406250 Penalty: 4146.247070
	Iteration 35Q: 3 clusters Score -329918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -329919.531250 Penalty: 4146.247070
	Iteration 36Q: 3 clusters Score -329919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -329922.156250 Penalty: 4146.247070
	Iteration 37Q: 3 clusters Score -329922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -329924.625000 Penalty: 4146.247070
	Iteration 38Q: 3 clusters Score -329924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -329926.687500 Penalty: 4146.247070
	Iteration 39Q: 3 clusters Score -329926.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -329930.437500 Penalty: 4146.247070
	Iteration 40F: 3 clusters Score -329930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -329934.781250 Penalty: 4146.247070
	Iteration 41Q: 3 clusters Score -329934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -329938.656250 Penalty: 4146.247070
	Iteration 42Q: 3 clusters Score -329938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -329943.937500 Penalty: 4146.247070
	Iteration 43Q: 3 clusters Score -329943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -329950.812500 Penalty: 4146.247070
	Iteration 44Q: 3 clusters Score -329950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -329955.343750 Penalty: 4146.247070
	Iteration 45Q: 3 clusters Score -329955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -329958.218750 Penalty: 4146.247070
	Iteration 46Q: 3 clusters Score -329958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -329959.218750 Penalty: 4146.247070
	Iteration 47Q: 3 clusters Score -329959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -329959.718750 Penalty: 4146.247070
	Iteration 48Q: 3 clusters Score -329959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -329959.718750 Penalty: 4146.247070
	Iteration 49F: 3 clusters Score -329959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 4204 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 20597 members 
Mstep: Class 49 contains 3553 members 
Entering Unmasked Estep 
Score: -51112388.000000 Penalty: 162794.703125
Splitting cluster 29 changes total score from -51092516.000000 to -51112388.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 30 (16064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Entering Unmasked Estep 
Score: -1328708.375000 Penalty: 2401.715332
	Iteration 0F: 2 clusters Score -1328708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1317145.250000 Penalty: 4803.430664
	Iteration 0F: 3 clusters Score -1317145 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1320982.125000 Penalty: 4803.430664
	Iteration 1F: 3 clusters Score -1320982 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1321436.125000 Penalty: 4803.430664
	Iteration 2F: 3 clusters Score -1321436 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1321883.000000 Penalty: 4803.430664
	Iteration 3F: 3 clusters Score -1321883 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1322404.750000 Penalty: 4803.430664
	Iteration 4F: 3 clusters Score -1322405 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1323047.125000 Penalty: 4803.430664
	Iteration 5F: 3 clusters Score -1323047 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1323811.875000 Penalty: 4803.430664
	Iteration 6F: 3 clusters Score -1323812 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1324599.750000 Penalty: 4803.430664
	Iteration 7F: 3 clusters Score -1324600 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1325250.875000 Penalty: 4803.430664
	Iteration 8Q: 3 clusters Score -1325251 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1325696.375000 Penalty: 4803.430664
	Iteration 9Q: 3 clusters Score -1325696 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1326045.875000 Penalty: 4803.430664
	Iteration 10Q: 3 clusters Score -1326046 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1326260.000000 Penalty: 4803.430664
	Iteration 11Q: 3 clusters Score -1326260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1326396.250000 Penalty: 4803.430664
	Iteration 12Q: 3 clusters Score -1326396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1326482.250000 Penalty: 4803.430664
	Iteration 13Q: 3 clusters Score -1326482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1326545.250000 Penalty: 4803.430664
	Iteration 14Q: 3 clusters Score -1326545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1326585.625000 Penalty: 4803.430664
	Iteration 15Q: 3 clusters Score -1326586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1326625.875000 Penalty: 4803.430664
	Iteration 16Q: 3 clusters Score -1326626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1326660.375000 Penalty: 4803.430664
	Iteration 17Q: 3 clusters Score -1326660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1326687.875000 Penalty: 4803.430664
	Iteration 18Q: 3 clusters Score -1326688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1326708.500000 Penalty: 4803.430664
	Iteration 19Q: 3 clusters Score -1326708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1326722.375000 Penalty: 4803.430664
	Iteration 20F: 3 clusters Score -1326722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1326731.000000 Penalty: 4803.430664
	Iteration 21Q: 3 clusters Score -1326731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1326737.625000 Penalty: 4803.430664
	Iteration 22Q: 3 clusters Score -1326738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1326738.500000 Penalty: 4803.430664
	Iteration 23Q: 3 clusters Score -1326738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1326742.125000 Penalty: 4803.430664
	Iteration 24Q: 3 clusters Score -1326742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1326741.500000 Penalty: 4803.430664
	Iteration 25Q: 3 clusters Score -1326742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1326743.625000 Penalty: 4803.430664
	Iteration 26Q: 3 clusters Score -1326744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1326745.375000 Penalty: 4803.430664
	Iteration 27Q: 3 clusters Score -1326745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1326753.250000 Penalty: 4803.430664
	Iteration 28Q: 3 clusters Score -1326753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1326756.750000 Penalty: 4803.430664
	Iteration 29Q: 3 clusters Score -1326757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1326754.750000 Penalty: 4803.430664
	Iteration 30Q: 3 clusters Score -1326755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1326758.000000 Penalty: 4803.430664
	Iteration 31Q: 3 clusters Score -1326758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1326760.875000 Penalty: 4803.430664
	Iteration 32Q: 3 clusters Score -1326761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1326763.250000 Penalty: 4803.430664
	Iteration 33Q: 3 clusters Score -1326763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1326760.125000 Penalty: 4803.430664
	Iteration 34Q: 3 clusters Score -1326760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1326760.125000 Penalty: 4803.430664
	Iteration 35F: 3 clusters Score -1326760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (59780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Entering Unmasked Estep 
Score: -4864094.000000 Penalty: 2727.609863
	Iteration 0F: 2 clusters Score -4864094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4824045.500000 Penalty: 5455.219727
	Iteration 0F: 3 clusters Score -4824046 nChanged 27787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -4840362.500000 Penalty: 5455.219727
	Iteration 1F: 3 clusters Score -4840362 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4841778.500000 Penalty: 5455.219727
	Iteration 2F: 3 clusters Score -4841778 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -4844141.000000 Penalty: 5455.219727
	Iteration 3F: 3 clusters Score -4844141 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4847475.000000 Penalty: 5455.219727
	Iteration 4F: 3 clusters Score -4847475 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4850924.500000 Penalty: 5455.219727
	Iteration 5F: 3 clusters Score -4850924 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4853688.500000 Penalty: 5455.219727
	Iteration 6F: 3 clusters Score -4853688 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4855272.000000 Penalty: 5455.219727
	Iteration 7F: 3 clusters Score -4855272 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4856163.000000 Penalty: 5455.219727
	Iteration 8Q: 3 clusters Score -4856163 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4856703.500000 Penalty: 5455.219727
	Iteration 9Q: 3 clusters Score -4856704 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4857095.000000 Penalty: 5455.219727
	Iteration 10Q: 3 clusters Score -4857095 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4857471.000000 Penalty: 5455.219727
	Iteration 11Q: 3 clusters Score -4857471 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4857785.000000 Penalty: 5455.219727
	Iteration 12Q: 3 clusters Score -4857785 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4858136.000000 Penalty: 5455.219727
	Iteration 13Q: 3 clusters Score -4858136 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4858408.500000 Penalty: 5455.219727
	Iteration 14Q: 3 clusters Score -4858408 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -4858737.500000 Penalty: 5455.219727
	Iteration 15Q: 3 clusters Score -4858738 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4859022.000000 Penalty: 5455.219727
	Iteration 16Q: 3 clusters Score -4859022 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4859370.000000 Penalty: 5455.219727
	Iteration 17Q: 3 clusters Score -4859370 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4859714.500000 Penalty: 5455.219727
	Iteration 18Q: 3 clusters Score -4859714 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4860028.000000 Penalty: 5455.219727
	Iteration 19Q: 3 clusters Score -4860028 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4860349.500000 Penalty: 5455.219727
	Iteration 20F: 3 clusters Score -4860350 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4860640.500000 Penalty: 5455.219727
	Iteration 21Q: 3 clusters Score -4860640 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4860898.500000 Penalty: 5455.219727
	Iteration 22Q: 3 clusters Score -4860898 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4861120.500000 Penalty: 5455.219727
	Iteration 23Q: 3 clusters Score -4861120 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4861240.000000 Penalty: 5455.219727
	Iteration 24Q: 3 clusters Score -4861240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4861359.500000 Penalty: 5455.219727
	Iteration 25Q: 3 clusters Score -4861360 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4861470.500000 Penalty: 5455.219727
	Iteration 26Q: 3 clusters Score -4861470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4861523.500000 Penalty: 5455.219727
	Iteration 27Q: 3 clusters Score -4861524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4861586.000000 Penalty: 5455.219727
	Iteration 28Q: 3 clusters Score -4861586 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4861633.000000 Penalty: 5455.219727
	Iteration 29Q: 3 clusters Score -4861633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4861676.500000 Penalty: 5455.219727
	Iteration 30Q: 3 clusters Score -4861676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4861728.500000 Penalty: 5455.219727
	Iteration 31Q: 3 clusters Score -4861728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4861755.500000 Penalty: 5455.219727
	Iteration 32Q: 3 clusters Score -4861756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4861771.000000 Penalty: 5455.219727
	Iteration 33Q: 3 clusters Score -4861771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4861782.500000 Penalty: 5455.219727
	Iteration 34Q: 3 clusters Score -4861782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4861789.500000 Penalty: 5455.219727
	Iteration 35Q: 3 clusters Score -4861790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4861798.000000 Penalty: 5455.219727
	Iteration 36Q: 3 clusters Score -4861798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4861802.000000 Penalty: 5455.219727
	Iteration 37Q: 3 clusters Score -4861802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4861801.500000 Penalty: 5455.219727
	Iteration 38Q: 3 clusters Score -4861802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4861813.000000 Penalty: 5455.219727
	Iteration 39Q: 3 clusters Score -4861813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4861815.000000 Penalty: 5455.219727
	Iteration 40F: 3 clusters Score -4861815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4861820.500000 Penalty: 5455.219727
	Iteration 41Q: 3 clusters Score -4861820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4861818.000000 Penalty: 5455.219727
	Iteration 42Q: 3 clusters Score -4861818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4861822.000000 Penalty: 5455.219727
	Iteration 43Q: 3 clusters Score -4861822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4861819.000000 Penalty: 5455.219727
	Iteration 44Q: 3 clusters Score -4861819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4861819.000000 Penalty: 5455.219727
	Iteration 45F: 3 clusters Score -4861819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -294744.875000 Penalty: 2069.260498
	Iteration 0F: 2 clusters Score -294744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -290794.625000 Penalty: 4138.520996
	Iteration 0F: 3 clusters Score -290794.6 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -291773.437500 Penalty: 4138.520996
	Iteration 1F: 3 clusters Score -291773.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -292071.093750 Penalty: 4138.520996
	Iteration 2F: 3 clusters Score -292071.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -292392.250000 Penalty: 4138.520996
	Iteration 3F: 3 clusters Score -292392.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -292846.500000 Penalty: 4138.520996
	Iteration 4F: 3 clusters Score -292846.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -293500.406250 Penalty: 4138.520996
	Iteration 5F: 3 clusters Score -293500.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -294166.375000 Penalty: 4138.520996
	Iteration 6F: 3 clusters Score -294166.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -294813.468750 Penalty: 4138.520996
	Iteration 7F: 3 clusters Score -294813.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -295279.781250 Penalty: 4138.520996
	Iteration 8F: 3 clusters Score -295279.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295514.718750 Penalty: 4138.520996
	Iteration 9Q: 3 clusters Score -295514.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -295586.593750 Penalty: 4138.520996
	Iteration 10Q: 3 clusters Score -295586.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -295618.500000 Penalty: 4138.520996
	Iteration 11Q: 3 clusters Score -295618.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -295631.375000 Penalty: 4138.520996
	Iteration 12Q: 3 clusters Score -295631.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -295637.343750 Penalty: 4138.520996
	Iteration 13Q: 3 clusters Score -295637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -295641.468750 Penalty: 4138.520996
	Iteration 14Q: 3 clusters Score -295641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -295643.312500 Penalty: 4138.520996
	Iteration 15Q: 3 clusters Score -295643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -295644.250000 Penalty: 4138.520996
	Iteration 16Q: 3 clusters Score -295644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -295644.937500 Penalty: 4138.520996
	Iteration 17Q: 3 clusters Score -295644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -295646.437500 Penalty: 4138.520996
	Iteration 18Q: 3 clusters Score -295646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -295646.375000 Penalty: 4138.520996
	Iteration 19Q: 3 clusters Score -295646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -295647.187500 Penalty: 4138.520996
	Iteration 20F: 3 clusters Score -295647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -295647.000000 Penalty: 4138.520996
	Iteration 21Q: 3 clusters Score -295647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -295647.718750 Penalty: 4138.520996
	Iteration 22Q: 3 clusters Score -295647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -295647.906250 Penalty: 4138.520996
	Iteration 23Q: 3 clusters Score -295647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -295648.000000 Penalty: 4138.520996
	Iteration 24Q: 3 clusters Score -295648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -295648.437500 Penalty: 4138.520996
	Iteration 25Q: 3 clusters Score -295648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -295648.906250 Penalty: 4138.520996
	Iteration 26Q: 3 clusters Score -295648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -295648.718750 Penalty: 4138.520996
	Iteration 27Q: 3 clusters Score -295648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -295649.093750 Penalty: 4138.520996
	Iteration 28Q: 3 clusters Score -295649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -295649.562500 Penalty: 4138.520996
	Iteration 29Q: 3 clusters Score -295649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -295649.218750 Penalty: 4138.520996
	Iteration 30Q: 3 clusters Score -295649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -295649.218750 Penalty: 4138.520996
	Iteration 31F: 3 clusters Score -295649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 20597 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 2214 members 
Entering Unmasked Estep 
Score: -51112112.000000 Penalty: 166117.046875
Splitting cluster 32 changes total score from -51092516.000000 to -51112112.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 33 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -237613.578125 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -237613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -234285.625000 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -234285.6 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -235195.609375 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -235195.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -235618.015625 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -235618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -236003.968750 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -236004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -236406.734375 Penalty: 3993.781250
	Iteration 4F: 3 clusters Score -236406.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -236692.609375 Penalty: 3993.781250
	Iteration 5F: 3 clusters Score -236692.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -236880.968750 Penalty: 3993.781250
	Iteration 6F: 3 clusters Score -236881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -237009.546875 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -237009.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -237143.000000 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -237143 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -237332.906250 Penalty: 3993.781250
	Iteration 9Q: 3 clusters Score -237332.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -237571.453125 Penalty: 3993.781250
	Iteration 10Q: 3 clusters Score -237571.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -237845.843750 Penalty: 3993.781250
	Iteration 11Q: 3 clusters Score -237845.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -238244.500000 Penalty: 3993.781250
	Iteration 12F: 3 clusters Score -238244.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238698.656250 Penalty: 3993.781250
	Iteration 13Q: 3 clusters Score -238698.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -239009.906250 Penalty: 3993.781250
	Iteration 14Q: 3 clusters Score -239009.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -239417.031250 Penalty: 3993.781250
	Iteration 15Q: 3 clusters Score -239417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -239630.281250 Penalty: 3993.781250
	Iteration 16Q: 3 clusters Score -239630.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -239677.437500 Penalty: 3993.781250
	Iteration 17Q: 3 clusters Score -239677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -239706.718750 Penalty: 3993.781250
	Iteration 18Q: 3 clusters Score -239706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -239718.593750 Penalty: 3993.781250
	Iteration 19Q: 3 clusters Score -239718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -239724.531250 Penalty: 3993.781250
	Iteration 20F: 3 clusters Score -239724.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -239728.171875 Penalty: 3993.781250
	Iteration 21Q: 3 clusters Score -239728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -239730.312500 Penalty: 3993.781250
	Iteration 22Q: 3 clusters Score -239730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -239736.515625 Penalty: 3993.781250
	Iteration 23Q: 3 clusters Score -239736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -239740.453125 Penalty: 3993.781250
	Iteration 24Q: 3 clusters Score -239740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -239742.625000 Penalty: 3993.781250
	Iteration 25Q: 3 clusters Score -239742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -239742.625000 Penalty: 3993.781250
	Iteration 26F: 3 clusters Score -239742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 9910 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 20597 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 2214 members 
Mstep: Class 51 contains 1173 members 
Entering Unmasked Estep 
Score: -51113008.000000 Penalty: 169439.390625
Splitting cluster 33 changes total score from -51092516.000000 to -51113008.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 34 (9910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Entering Unmasked Estep 
Score: -776388.062500 Penalty: 2281.922363
	Iteration 0F: 2 clusters Score -776388.1 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 4920 members 
Entering Unmasked Estep 
Score: -768893.250000 Penalty: 4563.844727
	Iteration 0F: 3 clusters Score -768893.2 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -771736.187500 Penalty: 4563.844727
	Iteration 1F: 3 clusters Score -771736.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -773076.750000 Penalty: 4563.844727
	Iteration 2F: 3 clusters Score -773076.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -774427.125000 Penalty: 4563.844727
	Iteration 3F: 3 clusters Score -774427.1 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -775866.750000 Penalty: 4563.844727
	Iteration 4F: 3 clusters Score -775866.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -778798.500000 Penalty: 4563.844727
	Iteration 5F: 3 clusters Score -778798.5 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -783072.125000 Penalty: 4563.844727
	Iteration 6F: 3 clusters Score -783072.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -784868.437500 Penalty: 4563.844727
	Iteration 7F: 3 clusters Score -784868.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -785609.062500 Penalty: 4563.844727
	Iteration 8Q: 3 clusters Score -785609.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -785856.812500 Penalty: 4563.844727
	Iteration 9Q: 3 clusters Score -785856.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -785960.625000 Penalty: 4563.844727
	Iteration 10Q: 3 clusters Score -785960.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -786016.937500 Penalty: 4563.844727
	Iteration 11Q: 3 clusters Score -786016.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -786050.250000 Penalty: 4563.844727
	Iteration 12Q: 3 clusters Score -786050.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -786075.437500 Penalty: 4563.844727
	Iteration 13Q: 3 clusters Score -786075.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -786095.750000 Penalty: 4563.844727
	Iteration 14Q: 3 clusters Score -786095.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -786110.375000 Penalty: 4563.844727
	Iteration 15Q: 3 clusters Score -786110.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -786120.625000 Penalty: 4563.844727
	Iteration 16Q: 3 clusters Score -786120.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -786129.187500 Penalty: 4563.844727
	Iteration 17Q: 3 clusters Score -786129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -786134.250000 Penalty: 4563.844727
	Iteration 18Q: 3 clusters Score -786134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -786137.875000 Penalty: 4563.844727
	Iteration 19Q: 3 clusters Score -786137.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -786143.500000 Penalty: 4563.844727
	Iteration 20F: 3 clusters Score -786143.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -786154.062500 Penalty: 4563.844727
	Iteration 21Q: 3 clusters Score -786154.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -786160.250000 Penalty: 4563.844727
	Iteration 22Q: 3 clusters Score -786160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -786170.187500 Penalty: 4563.844727
	Iteration 23Q: 3 clusters Score -786170.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -786193.437500 Penalty: 4563.844727
	Iteration 24Q: 3 clusters Score -786193.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -786216.625000 Penalty: 4563.844727
	Iteration 25Q: 3 clusters Score -786216.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -786245.562500 Penalty: 4563.844727
	Iteration 26Q: 3 clusters Score -786245.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -786319.312500 Penalty: 4563.844727
	Iteration 27Q: 3 clusters Score -786319.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -786440.750000 Penalty: 4563.844727
	Iteration 28Q: 3 clusters Score -786440.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -786608.750000 Penalty: 4563.844727
	Iteration 29Q: 3 clusters Score -786608.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -786674.562500 Penalty: 4563.844727
	Iteration 30Q: 3 clusters Score -786674.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -786682.750000 Penalty: 4563.844727
	Iteration 31Q: 3 clusters Score -786682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -786685.437500 Penalty: 4563.844727
	Iteration 32Q: 3 clusters Score -786685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -786685.625000 Penalty: 4563.844727
	Iteration 33Q: 3 clusters Score -786685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -786685.625000 Penalty: 4563.844727
	Iteration 34F: 3 clusters Score -786685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 17743 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 20597 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 2214 members 
Mstep: Class 51 contains 1173 members 
Mstep: Class 52 contains 7672 members 
Entering Unmasked Estep 
Score: -51122232.000000 Penalty: 172761.734375
Splitting cluster 34 changes total score from -51092516.000000 to -51122232.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 35 (17743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Entering Unmasked Estep 
Score: -1446666.250000 Penalty: 2426.369141
	Iteration 0F: 2 clusters Score -1446666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1434031.375000 Penalty: 4852.738281
	Iteration 0F: 3 clusters Score -1434031 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1438862.625000 Penalty: 4852.738281
	Iteration 1F: 3 clusters Score -1438863 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1440323.625000 Penalty: 4852.738281
	Iteration 2F: 3 clusters Score -1440324 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1441617.625000 Penalty: 4852.738281
	Iteration 3F: 3 clusters Score -1441618 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1442523.375000 Penalty: 4852.738281
	Iteration 4F: 3 clusters Score -1442523 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1443223.125000 Penalty: 4852.738281
	Iteration 5F: 3 clusters Score -1443223 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1443911.625000 Penalty: 4852.738281
	Iteration 6F: 3 clusters Score -1443912 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1444593.750000 Penalty: 4852.738281
	Iteration 7F: 3 clusters Score -1444594 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1445161.625000 Penalty: 4852.738281
	Iteration 8Q: 3 clusters Score -1445162 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1445648.375000 Penalty: 4852.738281
	Iteration 9Q: 3 clusters Score -1445648 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1446043.500000 Penalty: 4852.738281
	Iteration 10Q: 3 clusters Score -1446044 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1446377.250000 Penalty: 4852.738281
	Iteration 11Q: 3 clusters Score -1446377 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1446671.500000 Penalty: 4852.738281
	Iteration 12Q: 3 clusters Score -1446672 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1446869.625000 Penalty: 4852.738281
	Iteration 13Q: 3 clusters Score -1446870 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1447009.250000 Penalty: 4852.738281
	Iteration 14Q: 3 clusters Score -1447009 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1447134.375000 Penalty: 4852.738281
	Iteration 15Q: 3 clusters Score -1447134 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1447226.500000 Penalty: 4852.738281
	Iteration 16Q: 3 clusters Score -1447226 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1447323.625000 Penalty: 4852.738281
	Iteration 17Q: 3 clusters Score -1447324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1447438.875000 Penalty: 4852.738281
	Iteration 18Q: 3 clusters Score -1447439 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1447582.750000 Penalty: 4852.738281
	Iteration 19Q: 3 clusters Score -1447583 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1447740.750000 Penalty: 4852.738281
	Iteration 20F: 3 clusters Score -1447741 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1447811.500000 Penalty: 4852.738281
	Iteration 21Q: 3 clusters Score -1447812 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1447857.625000 Penalty: 4852.738281
	Iteration 22Q: 3 clusters Score -1447858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1447877.875000 Penalty: 4852.738281
	Iteration 23Q: 3 clusters Score -1447878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1447889.750000 Penalty: 4852.738281
	Iteration 24Q: 3 clusters Score -1447890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1447899.125000 Penalty: 4852.738281
	Iteration 25Q: 3 clusters Score -1447899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1447904.000000 Penalty: 4852.738281
	Iteration 26Q: 3 clusters Score -1447904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1447908.750000 Penalty: 4852.738281
	Iteration 27Q: 3 clusters Score -1447909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1447912.125000 Penalty: 4852.738281
	Iteration 28Q: 3 clusters Score -1447912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1447909.750000 Penalty: 4852.738281
	Iteration 29Q: 3 clusters Score -1447910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1447906.750000 Penalty: 4852.738281
	Iteration 30Q: 3 clusters Score -1447907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1447910.625000 Penalty: 4852.738281
	Iteration 31Q: 3 clusters Score -1447911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1447910.000000 Penalty: 4852.738281
	Iteration 32Q: 3 clusters Score -1447910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1447910.125000 Penalty: 4852.738281
	Iteration 33Q: 3 clusters Score -1447910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1447910.250000 Penalty: 4852.738281
	Iteration 34Q: 3 clusters Score -1447910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1447912.875000 Penalty: 4852.738281
	Iteration 35Q: 3 clusters Score -1447913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1447911.750000 Penalty: 4852.738281
	Iteration 36Q: 3 clusters Score -1447912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1447916.125000 Penalty: 4852.738281
	Iteration 37Q: 3 clusters Score -1447916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1447916.250000 Penalty: 4852.738281
	Iteration 38Q: 3 clusters Score -1447916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1447914.875000 Penalty: 4852.738281
	Iteration 39Q: 3 clusters Score -1447915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1447914.875000 Penalty: 4852.738281
	Iteration 40F: 3 clusters Score -1447915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 15389 members 
Mstep: Class 36 contains 15409 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 655 members 
Mstep: Class 39 contains 13653 members 
Mstep: Class 40 contains 873 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 12122 members 
Mstep: Class 43 contains 3700 members 
Mstep: Class 44 contains 370 members 
Mstep: Class 45 contains 8105 members 
Mstep: Class 46 contains 1386 members 
Mstep: Class 47 contains 8356 members 
Mstep: Class 48 contains 20597 members 
Mstep: Class 49 contains 3553 members 
Mstep: Class 50 contains 2214 members 
Mstep: Class 51 contains 1173 members 
Mstep: Class 52 contains 7672 members 
Mstep: Class 53 contains 2354 members 
Entering Unmasked Estep 
Score: -51122632.000000 Penalty: 176084.062500
Splitting cluster 35 changes total score from -51092516.000000 to -51122632.000000
So it's getting split into cluster 53.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 28688 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34788 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21444 members 
Mstep: Class 8 contains 15264 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 3896 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 1350 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 59687 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1233 members 
Mstep: Class 27 contains 27778 members 
Mstep: Class 28 contains 36846 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 59780 members 
Mstep: Class 32 contains 1990 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 2238 members 
Mstep: Class 35 contains 15389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51136744.000000 Penalty: 176084.062500
Iteration 79Q: 54 clusters Score -5.113674e+07 nChanged 17734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 7435 members 
Mstep: Class 3 contains 28283 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 34944 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 21390 members 
Mstep: Class 8 contains 15359 members 
Mstep: Class 9 contains 8529 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 5686 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 9871 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 2787 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 9648 members 
Mstep: Class 19 contains 9822 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 60273 members 
Mstep: Class 23 contains 17820 members 
Mstep: Class 24 contains 2207 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 27813 members 
Mstep: Class 28 contains 38111 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 16271 members 
Mstep: Class 31 contains 59677 members 
Mstep: Class 32 contains 2114 members 
Mstep: Class 33 contains 1987 members 
Mstep: Class 34 contains 2369 members 
Mstep: Class 35 contains 14993 members 
Mstep: Class 36 contains 15063 members 
Mstep: Class 37 contains 9792 members 
Mstep: Class 38 contains 654 members 
Mstep: Class 39 contains 13174 members 
Mstep: Class 40 contains 860 members 
Mstep: Class 41 contains 24735 members 
Mstep: Class 42 contains 11430 members 
Mstep: Class 43 contains 3498 members 
Mstep: Class 44 contains 378 members 
Mstep: Class 45 contains 7718 members 
Mstep: Class 46 contains 1343 members 
Mstep: Class 47 contains 8449 members 
Mstep: Class 48 contains 20211 members 
Mstep: Class 49 contains 3522 members 
Mstep: Class 50 contains 2018 members 
Mstep: Class 51 contains 1157 members 
Mstep: Class 52 contains 7680 members 
Mstep: Class 53 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51149464.000000 Penalty: 176084.062500
Iteration 80F: 54 clusters Score -5.114946e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 7403 members 
Mstep: Class 3 contains 27680 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 34939 members 
Mstep: Class 6 contains 9646 members 
Mstep: Class 7 contains 21272 members 
Mstep: Class 8 contains 15341 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 5764 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 8792 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 22643 members 
Mstep: Class 17 contains 4748 members 
Mstep: Class 18 contains 9832 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 8837 members 
Mstep: Class 22 contains 60340 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 2209 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1491 members 
Mstep: Class 27 contains 27100 members 
Mstep: Class 28 contains 38467 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16223 members 
Mstep: Class 31 contains 59255 members 
Mstep: Class 32 contains 2120 members 
Mstep: Class 33 contains 1974 members 
Mstep: Class 34 contains 2501 members 
Mstep: Class 35 contains 14713 members 
Mstep: Class 36 contains 15430 members 
Mstep: Class 37 contains 10452 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 13182 members 
Mstep: Class 40 contains 900 members 
Mstep: Class 41 contains 24983 members 
Mstep: Class 42 contains 11173 members 
Mstep: Class 43 contains 4087 members 
Mstep: Class 44 contains 428 members 
Mstep: Class 45 contains 7674 members 
Mstep: Class 46 contains 1430 members 
Mstep: Class 47 contains 8839 members 
Mstep: Class 48 contains 20321 members 
Mstep: Class 49 contains 3555 members 
Mstep: Class 50 contains 2213 members 
Mstep: Class 51 contains 1165 members 
Mstep: Class 52 contains 7849 members 
Mstep: Class 53 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155724.000000 Penalty: 176084.062500
Iteration 81Q: 54 clusters Score -5.115572e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 27110 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 35074 members 
Mstep: Class 6 contains 9650 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 15349 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 5916 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 9561 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 22456 members 
Mstep: Class 17 contains 4955 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 8899 members 
Mstep: Class 22 contains 60389 members 
Mstep: Class 23 contains 17066 members 
Mstep: Class 24 contains 2211 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 26740 members 
Mstep: Class 28 contains 38644 members 
Mstep: Class 29 contains 692 members 
Mstep: Class 30 contains 16218 members 
Mstep: Class 31 contains 58932 members 
Mstep: Class 32 contains 2110 members 
Mstep: Class 33 contains 1976 members 
Mstep: Class 34 contains 2539 members 
Mstep: Class 35 contains 14509 members 
Mstep: Class 36 contains 15732 members 
Mstep: Class 37 contains 10919 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13205 members 
Mstep: Class 40 contains 933 members 
Mstep: Class 41 contains 24909 members 
Mstep: Class 42 contains 10969 members 
Mstep: Class 43 contains 4491 members 
Mstep: Class 44 contains 447 members 
Mstep: Class 45 contains 7583 members 
Mstep: Class 46 contains 1484 members 
Mstep: Class 47 contains 9100 members 
Mstep: Class 48 contains 20428 members 
Mstep: Class 49 contains 3573 members 
Mstep: Class 50 contains 2280 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 7898 members 
Mstep: Class 53 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158616.000000 Penalty: 176084.062500
Iteration 82Q: 54 clusters Score -5.115862e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 7363 members 
Mstep: Class 3 contains 26552 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 35294 members 
Mstep: Class 6 contains 9652 members 
Mstep: Class 7 contains 21120 members 
Mstep: Class 8 contains 15346 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2929 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 9485 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 17 contains 5110 members 
Mstep: Class 18 contains 10235 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 60426 members 
Mstep: Class 23 contains 16762 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 26529 members 
Mstep: Class 28 contains 38725 members 
Mstep: Class 29 contains 690 members 
Mstep: Class 30 contains 16214 members 
Mstep: Class 31 contains 58712 members 
Mstep: Class 32 contains 2091 members 
Mstep: Class 33 contains 1977 members 
Mstep: Class 34 contains 2564 members 
Mstep: Class 35 contains 14322 members 
Mstep: Class 36 contains 15960 members 
Mstep: Class 37 contains 11300 members 
Mstep: Class 38 contains 660 members 
Mstep: Class 39 contains 13205 members 
Mstep: Class 40 contains 955 members 
Mstep: Class 41 contains 24753 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 4809 members 
Mstep: Class 44 contains 459 members 
Mstep: Class 45 contains 7516 members 
Mstep: Class 46 contains 1519 members 
Mstep: Class 47 contains 9338 members 
Mstep: Class 48 contains 20514 members 
Mstep: Class 49 contains 3610 members 
Mstep: Class 50 contains 2292 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 7877 members 
Mstep: Class 53 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51160672.000000 Penalty: 176084.062500
Iteration 83Q: 54 clusters Score -5.116067e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 26017 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 35532 members 
Mstep: Class 6 contains 9651 members 
Mstep: Class 7 contains 21115 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 9425 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 22381 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 10373 members 
Mstep: Class 19 contains 9561 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 60452 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 26400 members 
Mstep: Class 28 contains 38771 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 58515 members 
Mstep: Class 32 contains 2078 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 2584 members 
Mstep: Class 35 contains 14124 members 
Mstep: Class 36 contains 16176 members 
Mstep: Class 37 contains 11533 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13221 members 
Mstep: Class 40 contains 976 members 
Mstep: Class 41 contains 24586 members 
Mstep: Class 42 contains 10707 members 
Mstep: Class 43 contains 5060 members 
Mstep: Class 44 contains 461 members 
Mstep: Class 45 contains 7465 members 
Mstep: Class 46 contains 1553 members 
Mstep: Class 47 contains 9544 members 
Mstep: Class 48 contains 20585 members 
Mstep: Class 49 contains 3669 members 
Mstep: Class 50 contains 2295 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 7815 members 
Mstep: Class 53 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51162392.000000 Penalty: 176084.062500
Iteration 84Q: 54 clusters Score -5.116239e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 25468 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 35822 members 
Mstep: Class 6 contains 9655 members 
Mstep: Class 7 contains 21156 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 9354 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 22367 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 10481 members 
Mstep: Class 19 contains 9558 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 9008 members 
Mstep: Class 22 contains 60490 members 
Mstep: Class 23 contains 16366 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 26309 members 
Mstep: Class 28 contains 38797 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 16219 members 
Mstep: Class 31 contains 58366 members 
Mstep: Class 32 contains 2068 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2599 members 
Mstep: Class 35 contains 13903 members 
Mstep: Class 36 contains 16373 members 
Mstep: Class 37 contains 11718 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13235 members 
Mstep: Class 40 contains 989 members 
Mstep: Class 41 contains 24456 members 
Mstep: Class 42 contains 10610 members 
Mstep: Class 43 contains 5278 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 7419 members 
Mstep: Class 46 contains 1572 members 
Mstep: Class 47 contains 9722 members 
Mstep: Class 48 contains 20654 members 
Mstep: Class 49 contains 3725 members 
Mstep: Class 50 contains 2286 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 7719 members 
Mstep: Class 53 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51163664.000000 Penalty: 176084.062500
Iteration 85Q: 54 clusters Score -5.116366e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 24951 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 36097 members 
Mstep: Class 6 contains 9657 members 
Mstep: Class 7 contains 21230 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 8520 members 
Mstep: Class 10 contains 2636 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 9313 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 22315 members 
Mstep: Class 17 contains 5386 members 
Mstep: Class 18 contains 10571 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 60532 members 
Mstep: Class 23 contains 16257 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 26229 members 
Mstep: Class 28 contains 38798 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 16240 members 
Mstep: Class 31 contains 58246 members 
Mstep: Class 32 contains 2042 members 
Mstep: Class 33 contains 1990 members 
Mstep: Class 34 contains 2606 members 
Mstep: Class 35 contains 13679 members 
Mstep: Class 36 contains 16529 members 
Mstep: Class 37 contains 11862 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13259 members 
Mstep: Class 40 contains 1007 members 
Mstep: Class 41 contains 24338 members 
Mstep: Class 42 contains 10536 members 
Mstep: Class 43 contains 5499 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 7370 members 
Mstep: Class 46 contains 1580 members 
Mstep: Class 47 contains 9895 members 
Mstep: Class 48 contains 20707 members 
Mstep: Class 49 contains 3787 members 
Mstep: Class 50 contains 2273 members 
Mstep: Class 51 contains 1169 members 
Mstep: Class 52 contains 7610 members 
Mstep: Class 53 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164296.000000 Penalty: 176084.062500
Iteration 86Q: 54 clusters Score -5.11643e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 24437 members 
Mstep: Class 4 contains 3414 members 
Mstep: Class 5 contains 36396 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 21319 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 8520 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 9271 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 22261 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 60573 members 
Mstep: Class 23 contains 16178 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1785 members 
Mstep: Class 27 contains 26160 members 
Mstep: Class 28 contains 38789 members 
Mstep: Class 29 contains 684 members 
Mstep: Class 30 contains 16252 members 
Mstep: Class 31 contains 58151 members 
Mstep: Class 32 contains 2020 members 
Mstep: Class 33 contains 1993 members 
Mstep: Class 34 contains 2616 members 
Mstep: Class 35 contains 13439 members 
Mstep: Class 36 contains 16664 members 
Mstep: Class 37 contains 12011 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13281 members 
Mstep: Class 40 contains 1020 members 
Mstep: Class 41 contains 24245 members 
Mstep: Class 42 contains 10495 members 
Mstep: Class 43 contains 5668 members 
Mstep: Class 44 contains 469 members 
Mstep: Class 45 contains 7325 members 
Mstep: Class 46 contains 1596 members 
Mstep: Class 47 contains 10058 members 
Mstep: Class 48 contains 20757 members 
Mstep: Class 49 contains 3833 members 
Mstep: Class 50 contains 2262 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7512 members 
Mstep: Class 53 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164816.000000 Penalty: 176084.062500
Iteration 87Q: 54 clusters Score -5.116482e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 23891 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 36744 members 
Mstep: Class 6 contains 9662 members 
Mstep: Class 7 contains 21395 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 9243 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 22245 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 10719 members 
Mstep: Class 19 contains 9554 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9067 members 
Mstep: Class 22 contains 60597 members 
Mstep: Class 23 contains 16099 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 26109 members 
Mstep: Class 28 contains 38787 members 
Mstep: Class 29 contains 685 members 
Mstep: Class 30 contains 16261 members 
Mstep: Class 31 contains 58066 members 
Mstep: Class 32 contains 2002 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2619 members 
Mstep: Class 35 contains 13223 members 
Mstep: Class 36 contains 16772 members 
Mstep: Class 37 contains 12104 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13288 members 
Mstep: Class 40 contains 1028 members 
Mstep: Class 41 contains 24190 members 
Mstep: Class 42 contains 10465 members 
Mstep: Class 43 contains 5792 members 
Mstep: Class 44 contains 471 members 
Mstep: Class 45 contains 7294 members 
Mstep: Class 46 contains 1612 members 
Mstep: Class 47 contains 10193 members 
Mstep: Class 48 contains 20801 members 
Mstep: Class 49 contains 3883 members 
Mstep: Class 50 contains 2254 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7409 members 
Mstep: Class 53 contains 3564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165528.000000 Penalty: 176084.062500
Iteration 88Q: 54 clusters Score -5.116553e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 23350 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 37103 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 21448 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 9220 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 22237 members 
Mstep: Class 17 contains 5493 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 19 contains 9560 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9069 members 
Mstep: Class 22 contains 60606 members 
Mstep: Class 23 contains 16054 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1831 members 
Mstep: Class 27 contains 26067 members 
Mstep: Class 28 contains 38787 members 
Mstep: Class 29 contains 684 members 
Mstep: Class 30 contains 16266 members 
Mstep: Class 31 contains 58001 members 
Mstep: Class 32 contains 1985 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2621 members 
Mstep: Class 35 contains 13059 members 
Mstep: Class 36 contains 16891 members 
Mstep: Class 37 contains 12199 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13292 members 
Mstep: Class 40 contains 1037 members 
Mstep: Class 41 contains 24148 members 
Mstep: Class 42 contains 10442 members 
Mstep: Class 43 contains 5896 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7262 members 
Mstep: Class 46 contains 1628 members 
Mstep: Class 47 contains 10297 members 
Mstep: Class 48 contains 20826 members 
Mstep: Class 49 contains 3925 members 
Mstep: Class 50 contains 2248 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7330 members 
Mstep: Class 53 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165864.000000 Penalty: 176084.062500
Iteration 89Q: 54 clusters Score -5.116586e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 22809 members 
Mstep: Class 4 contains 3356 members 
Mstep: Class 5 contains 37462 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 21486 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 9216 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 22231 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 10819 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9073 members 
Mstep: Class 22 contains 60625 members 
Mstep: Class 23 contains 16020 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 26026 members 
Mstep: Class 28 contains 38770 members 
Mstep: Class 29 contains 684 members 
Mstep: Class 30 contains 16270 members 
Mstep: Class 31 contains 57946 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 1993 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 12939 members 
Mstep: Class 36 contains 17007 members 
Mstep: Class 37 contains 12274 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13286 members 
Mstep: Class 40 contains 1051 members 
Mstep: Class 41 contains 24106 members 
Mstep: Class 42 contains 10424 members 
Mstep: Class 43 contains 5984 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7238 members 
Mstep: Class 46 contains 1633 members 
Mstep: Class 47 contains 10399 members 
Mstep: Class 48 contains 20852 members 
Mstep: Class 49 contains 3953 members 
Mstep: Class 50 contains 2244 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7242 members 
Mstep: Class 53 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166468.000000 Penalty: 176084.062500
Iteration 90Q: 54 clusters Score -5.116647e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 22246 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 37843 members 
Mstep: Class 6 contains 9672 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 22229 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 10857 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9073 members 
Mstep: Class 22 contains 60649 members 
Mstep: Class 23 contains 15997 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1857 members 
Mstep: Class 27 contains 25970 members 
Mstep: Class 28 contains 38754 members 
Mstep: Class 29 contains 684 members 
Mstep: Class 30 contains 16269 members 
Mstep: Class 31 contains 57894 members 
Mstep: Class 32 contains 1969 members 
Mstep: Class 33 contains 1995 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 12824 members 
Mstep: Class 36 contains 17134 members 
Mstep: Class 37 contains 12341 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13295 members 
Mstep: Class 40 contains 1061 members 
Mstep: Class 41 contains 24071 members 
Mstep: Class 42 contains 10413 members 
Mstep: Class 43 contains 6062 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7220 members 
Mstep: Class 46 contains 1633 members 
Mstep: Class 47 contains 10489 members 
Mstep: Class 48 contains 20870 members 
Mstep: Class 49 contains 3973 members 
Mstep: Class 50 contains 2244 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7179 members 
Mstep: Class 53 contains 3776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166980.000000 Penalty: 176084.062500
Iteration 91Q: 54 clusters Score -5.116698e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 21744 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 38166 members 
Mstep: Class 6 contains 9674 members 
Mstep: Class 7 contains 21545 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2342 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 22221 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 10898 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9064 members 
Mstep: Class 22 contains 60670 members 
Mstep: Class 23 contains 15979 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 25924 members 
Mstep: Class 28 contains 38734 members 
Mstep: Class 29 contains 685 members 
Mstep: Class 30 contains 16275 members 
Mstep: Class 31 contains 57839 members 
Mstep: Class 32 contains 1967 members 
Mstep: Class 33 contains 1995 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12735 members 
Mstep: Class 36 contains 17278 members 
Mstep: Class 37 contains 12398 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13298 members 
Mstep: Class 40 contains 1061 members 
Mstep: Class 41 contains 24031 members 
Mstep: Class 42 contains 10405 members 
Mstep: Class 43 contains 6115 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7209 members 
Mstep: Class 46 contains 1634 members 
Mstep: Class 47 contains 10562 members 
Mstep: Class 48 contains 20886 members 
Mstep: Class 49 contains 3992 members 
Mstep: Class 50 contains 2240 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7120 members 
Mstep: Class 53 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51167316.000000 Penalty: 176084.062500
Iteration 92Q: 54 clusters Score -5.116732e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 38496 members 
Mstep: Class 6 contains 9673 members 
Mstep: Class 7 contains 21570 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 10924 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 60688 members 
Mstep: Class 23 contains 15954 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1882 members 
Mstep: Class 27 contains 25880 members 
Mstep: Class 28 contains 38724 members 
Mstep: Class 29 contains 686 members 
Mstep: Class 30 contains 16278 members 
Mstep: Class 31 contains 57805 members 
Mstep: Class 32 contains 1962 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12675 members 
Mstep: Class 36 contains 17403 members 
Mstep: Class 37 contains 12432 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13297 members 
Mstep: Class 40 contains 1064 members 
Mstep: Class 41 contains 24003 members 
Mstep: Class 42 contains 10397 members 
Mstep: Class 43 contains 6164 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7197 members 
Mstep: Class 46 contains 1637 members 
Mstep: Class 47 contains 10637 members 
Mstep: Class 48 contains 20897 members 
Mstep: Class 49 contains 4002 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7076 members 
Mstep: Class 53 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51167828.000000 Penalty: 176084.062500
Iteration 93Q: 54 clusters Score -5.116783e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 20749 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 38783 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 21578 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2289 members 
Mstep: Class 16 contains 22212 members 
Mstep: Class 17 contains 5593 members 
Mstep: Class 18 contains 10946 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60701 members 
Mstep: Class 23 contains 15935 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1886 members 
Mstep: Class 27 contains 25846 members 
Mstep: Class 28 contains 38716 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 16282 members 
Mstep: Class 31 contains 57766 members 
Mstep: Class 32 contains 1957 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12637 members 
Mstep: Class 36 contains 17529 members 
Mstep: Class 37 contains 12461 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13295 members 
Mstep: Class 40 contains 1068 members 
Mstep: Class 41 contains 23976 members 
Mstep: Class 42 contains 10393 members 
Mstep: Class 43 contains 6198 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7173 members 
Mstep: Class 46 contains 1638 members 
Mstep: Class 47 contains 10699 members 
Mstep: Class 48 contains 20909 members 
Mstep: Class 49 contains 4010 members 
Mstep: Class 50 contains 2232 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7036 members 
Mstep: Class 53 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168068.000000 Penalty: 176084.062500
Iteration 94Q: 54 clusters Score -5.116807e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 20349 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 39005 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 21566 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 6908 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9199 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22218 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 10962 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60704 members 
Mstep: Class 23 contains 15919 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1892 members 
Mstep: Class 27 contains 25824 members 
Mstep: Class 28 contains 38713 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 16281 members 
Mstep: Class 31 contains 57735 members 
Mstep: Class 32 contains 1951 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12623 members 
Mstep: Class 36 contains 17635 members 
Mstep: Class 37 contains 12483 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13291 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 23960 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 6220 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7157 members 
Mstep: Class 46 contains 1638 members 
Mstep: Class 47 contains 10736 members 
Mstep: Class 48 contains 20916 members 
Mstep: Class 49 contains 4011 members 
Mstep: Class 50 contains 2227 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7013 members 
Mstep: Class 53 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168316.000000 Penalty: 176084.062500
Iteration 95Q: 54 clusters Score -5.116832e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 3317 members 
Mstep: Class 5 contains 39193 members 
Mstep: Class 6 contains 9670 members 
Mstep: Class 7 contains 21561 members 
Mstep: Class 8 contains 15366 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 9194 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 22225 members 
Mstep: Class 17 contains 5629 members 
Mstep: Class 18 contains 10967 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9035 members 
Mstep: Class 22 contains 60705 members 
Mstep: Class 23 contains 15904 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1896 members 
Mstep: Class 27 contains 25810 members 
Mstep: Class 28 contains 38710 members 
Mstep: Class 29 contains 688 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57710 members 
Mstep: Class 32 contains 1947 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12608 members 
Mstep: Class 36 contains 17741 members 
Mstep: Class 37 contains 12504 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13282 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 23951 members 
Mstep: Class 42 contains 10392 members 
Mstep: Class 43 contains 6248 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7147 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 10764 members 
Mstep: Class 48 contains 20923 members 
Mstep: Class 49 contains 4015 members 
Mstep: Class 50 contains 2222 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6980 members 
Mstep: Class 53 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168496.000000 Penalty: 176084.062500
Iteration 96Q: 54 clusters Score -5.11685e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 19652 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 39318 members 
Mstep: Class 6 contains 9671 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 9191 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 22227 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 10977 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9030 members 
Mstep: Class 22 contains 60715 members 
Mstep: Class 23 contains 15895 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 25797 members 
Mstep: Class 28 contains 38707 members 
Mstep: Class 29 contains 688 members 
Mstep: Class 30 contains 16282 members 
Mstep: Class 31 contains 57688 members 
Mstep: Class 32 contains 1942 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12594 members 
Mstep: Class 36 contains 17868 members 
Mstep: Class 37 contains 12517 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13278 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 23942 members 
Mstep: Class 42 contains 10390 members 
Mstep: Class 43 contains 6274 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7137 members 
Mstep: Class 46 contains 1642 members 
Mstep: Class 47 contains 10792 members 
Mstep: Class 48 contains 20928 members 
Mstep: Class 49 contains 4020 members 
Mstep: Class 50 contains 2218 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6954 members 
Mstep: Class 53 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168604.000000 Penalty: 176084.062500
Iteration 97Q: 54 clusters Score -5.11686e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 39410 members 
Mstep: Class 6 contains 9673 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2288 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 9188 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 22229 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 10985 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9026 members 
Mstep: Class 22 contains 60724 members 
Mstep: Class 23 contains 15886 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 25788 members 
Mstep: Class 28 contains 38697 members 
Mstep: Class 29 contains 688 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57667 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2623 members 
Mstep: Class 35 contains 12586 members 
Mstep: Class 36 contains 17993 members 
Mstep: Class 37 contains 12520 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13275 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 23934 members 
Mstep: Class 42 contains 10389 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7126 members 
Mstep: Class 46 contains 1642 members 
Mstep: Class 47 contains 10813 members 
Mstep: Class 48 contains 20933 members 
Mstep: Class 49 contains 4023 members 
Mstep: Class 50 contains 2212 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6936 members 
Mstep: Class 53 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168620.000000 Penalty: 176084.062500
Iteration 98Q: 54 clusters Score -5.116862e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 3301 members 
Mstep: Class 5 contains 39481 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8511 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 22231 members 
Mstep: Class 17 contains 5664 members 
Mstep: Class 18 contains 10993 members 
Mstep: Class 19 contains 9572 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9027 members 
Mstep: Class 22 contains 60731 members 
Mstep: Class 23 contains 15882 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 25774 members 
Mstep: Class 28 contains 38691 members 
Mstep: Class 29 contains 690 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57650 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 12569 members 
Mstep: Class 36 contains 18122 members 
Mstep: Class 37 contains 12525 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13274 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 23923 members 
Mstep: Class 42 contains 10388 members 
Mstep: Class 43 contains 6298 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7111 members 
Mstep: Class 46 contains 1643 members 
Mstep: Class 47 contains 10827 members 
Mstep: Class 48 contains 20940 members 
Mstep: Class 49 contains 4023 members 
Mstep: Class 50 contains 2206 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6924 members 
Mstep: Class 53 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168768.000000 Penalty: 176084.062500
Iteration 99Q: 54 clusters Score -5.116877e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 18941 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 39517 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 21545 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 22222 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 10999 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 60740 members 
Mstep: Class 23 contains 15878 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1914 members 
Mstep: Class 27 contains 25760 members 
Mstep: Class 28 contains 38686 members 
Mstep: Class 29 contains 690 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57637 members 
Mstep: Class 32 contains 1932 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2622 members 
Mstep: Class 35 contains 12556 members 
Mstep: Class 36 contains 18238 members 
Mstep: Class 37 contains 12542 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13270 members 
Mstep: Class 40 contains 1074 members 
Mstep: Class 41 contains 23917 members 
Mstep: Class 42 contains 10387 members 
Mstep: Class 43 contains 6315 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7102 members 
Mstep: Class 46 contains 1645 members 
Mstep: Class 47 contains 10842 members 
Mstep: Class 48 contains 20948 members 
Mstep: Class 49 contains 4024 members 
Mstep: Class 50 contains 2203 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6907 members 
Mstep: Class 53 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168904.000000 Penalty: 176084.062500
Iteration 100F: 54 clusters Score -5.11689e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 18735 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 39552 members 
Mstep: Class 6 contains 9676 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9186 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 22220 members 
Mstep: Class 17 contains 5671 members 
Mstep: Class 18 contains 11009 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 60749 members 
Mstep: Class 23 contains 15873 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 25742 members 
Mstep: Class 28 contains 38679 members 
Mstep: Class 29 contains 690 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57621 members 
Mstep: Class 32 contains 1930 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2634 members 
Mstep: Class 35 contains 12550 members 
Mstep: Class 36 contains 18367 members 
Mstep: Class 37 contains 12549 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13275 members 
Mstep: Class 40 contains 1094 members 
Mstep: Class 41 contains 23911 members 
Mstep: Class 42 contains 10386 members 
Mstep: Class 43 contains 6348 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7091 members 
Mstep: Class 46 contains 1645 members 
Mstep: Class 47 contains 10854 members 
Mstep: Class 48 contains 20955 members 
Mstep: Class 49 contains 4033 members 
Mstep: Class 50 contains 2200 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6845 members 
Mstep: Class 53 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169064.000000 Penalty: 176084.062500
Iteration 101Q: 54 clusters Score -5.116906e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 18542 members 
Mstep: Class 4 contains 3278 members 
Mstep: Class 5 contains 39582 members 
Mstep: Class 6 contains 9676 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 16 contains 22219 members 
Mstep: Class 17 contains 5677 members 
Mstep: Class 18 contains 11020 members 
Mstep: Class 19 contains 9552 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9036 members 
Mstep: Class 22 contains 60758 members 
Mstep: Class 23 contains 15866 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 25729 members 
Mstep: Class 28 contains 38670 members 
Mstep: Class 29 contains 693 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57605 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 1994 members 
Mstep: Class 34 contains 2645 members 
Mstep: Class 35 contains 12548 members 
Mstep: Class 36 contains 18486 members 
Mstep: Class 37 contains 12549 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13278 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 23906 members 
Mstep: Class 42 contains 10386 members 
Mstep: Class 43 contains 6375 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7087 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 10872 members 
Mstep: Class 48 contains 20962 members 
Mstep: Class 49 contains 4021 members 
Mstep: Class 50 contains 2195 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6784 members 
Mstep: Class 53 contains 4233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169356.000000 Penalty: 176084.062500
Iteration 102Q: 54 clusters Score -5.116936e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 18363 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 39606 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 8875 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 22222 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 11029 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9032 members 
Mstep: Class 22 contains 60764 members 
Mstep: Class 23 contains 15864 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 25721 members 
Mstep: Class 28 contains 38657 members 
Mstep: Class 29 contains 694 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57589 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 1993 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 12539 members 
Mstep: Class 36 contains 18618 members 
Mstep: Class 37 contains 12557 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13280 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 23901 members 
Mstep: Class 42 contains 10386 members 
Mstep: Class 43 contains 6392 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7085 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10881 members 
Mstep: Class 48 contains 20971 members 
Mstep: Class 49 contains 4014 members 
Mstep: Class 50 contains 2193 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6723 members 
Mstep: Class 53 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169464.000000 Penalty: 176084.062500
Iteration 103Q: 54 clusters Score -5.116946e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 18209 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 39626 members 
Mstep: Class 6 contains 9684 members 
Mstep: Class 7 contains 21546 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 7018 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 8877 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 5681 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 60766 members 
Mstep: Class 23 contains 15854 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 25714 members 
Mstep: Class 28 contains 38641 members 
Mstep: Class 29 contains 695 members 
Mstep: Class 30 contains 16294 members 
Mstep: Class 31 contains 57573 members 
Mstep: Class 32 contains 1922 members 
Mstep: Class 33 contains 1993 members 
Mstep: Class 34 contains 2656 members 
Mstep: Class 35 contains 12529 members 
Mstep: Class 36 contains 18751 members 
Mstep: Class 37 contains 12561 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13278 members 
Mstep: Class 40 contains 1167 members 
Mstep: Class 41 contains 23898 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6411 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7084 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10886 members 
Mstep: Class 48 contains 20984 members 
Mstep: Class 49 contains 4001 members 
Mstep: Class 50 contains 2190 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6672 members 
Mstep: Class 53 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169584.000000 Penalty: 176084.062500
Iteration 104Q: 54 clusters Score -5.116958e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 18037 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 39656 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15371 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8878 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22203 members 
Mstep: Class 17 contains 5681 members 
Mstep: Class 18 contains 11045 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9029 members 
Mstep: Class 22 contains 60778 members 
Mstep: Class 23 contains 15844 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 25705 members 
Mstep: Class 28 contains 38622 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57560 members 
Mstep: Class 32 contains 1923 members 
Mstep: Class 33 contains 1993 members 
Mstep: Class 34 contains 2660 members 
Mstep: Class 35 contains 12526 members 
Mstep: Class 36 contains 18904 members 
Mstep: Class 37 contains 12575 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13277 members 
Mstep: Class 40 contains 1181 members 
Mstep: Class 41 contains 23892 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6420 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7084 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10892 members 
Mstep: Class 48 contains 20997 members 
Mstep: Class 49 contains 3995 members 
Mstep: Class 50 contains 2188 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6610 members 
Mstep: Class 53 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169520.000000 Penalty: 176084.062500
Iteration 105Q: 54 clusters Score -5.116952e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17877 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 39677 members 
Mstep: Class 6 contains 9685 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8877 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22191 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9028 members 
Mstep: Class 22 contains 60789 members 
Mstep: Class 23 contains 15841 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 25693 members 
Mstep: Class 28 contains 38600 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57551 members 
Mstep: Class 32 contains 1922 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2660 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 19067 members 
Mstep: Class 37 contains 12591 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13279 members 
Mstep: Class 40 contains 1190 members 
Mstep: Class 41 contains 23888 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6440 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7084 members 
Mstep: Class 46 contains 1650 members 
Mstep: Class 47 contains 10894 members 
Mstep: Class 48 contains 21016 members 
Mstep: Class 49 contains 3993 members 
Mstep: Class 50 contains 2186 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6557 members 
Mstep: Class 53 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169768.000000 Penalty: 176084.062500
Iteration 106Q: 54 clusters Score -5.116977e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 21545 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 7014 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 8877 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 22181 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 11055 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9026 members 
Mstep: Class 22 contains 60789 members 
Mstep: Class 23 contains 15836 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 25681 members 
Mstep: Class 28 contains 38584 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57546 members 
Mstep: Class 32 contains 1921 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2661 members 
Mstep: Class 35 contains 12522 members 
Mstep: Class 36 contains 19237 members 
Mstep: Class 37 contains 12613 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13273 members 
Mstep: Class 40 contains 1192 members 
Mstep: Class 41 contains 23880 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6451 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7084 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 10907 members 
Mstep: Class 48 contains 21033 members 
Mstep: Class 49 contains 3998 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6486 members 
Mstep: Class 53 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169800.000000 Penalty: 176084.062500
Iteration 107Q: 54 clusters Score -5.11698e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 39671 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 21547 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8876 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 11056 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 60792 members 
Mstep: Class 23 contains 15833 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 25671 members 
Mstep: Class 28 contains 38573 members 
Mstep: Class 29 contains 696 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57544 members 
Mstep: Class 32 contains 1922 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12522 members 
Mstep: Class 36 contains 19431 members 
Mstep: Class 37 contains 12616 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13272 members 
Mstep: Class 40 contains 1195 members 
Mstep: Class 41 contains 23876 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6464 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7083 members 
Mstep: Class 46 contains 1651 members 
Mstep: Class 47 contains 10908 members 
Mstep: Class 48 contains 21045 members 
Mstep: Class 49 contains 4000 members 
Mstep: Class 50 contains 2187 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6421 members 
Mstep: Class 53 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170052.000000 Penalty: 176084.062500
Iteration 108Q: 54 clusters Score -5.117005e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39669 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 21547 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2212 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 8874 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22172 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9026 members 
Mstep: Class 22 contains 60792 members 
Mstep: Class 23 contains 15834 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 25661 members 
Mstep: Class 28 contains 38563 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57541 members 
Mstep: Class 32 contains 1922 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12526 members 
Mstep: Class 36 contains 19620 members 
Mstep: Class 37 contains 12612 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13265 members 
Mstep: Class 40 contains 1196 members 
Mstep: Class 41 contains 23874 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6478 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7082 members 
Mstep: Class 46 contains 1650 members 
Mstep: Class 47 contains 10919 members 
Mstep: Class 48 contains 21053 members 
Mstep: Class 49 contains 4008 members 
Mstep: Class 50 contains 2188 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6357 members 
Mstep: Class 53 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170204.000000 Penalty: 176084.062500
Iteration 109Q: 54 clusters Score -5.11702e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17347 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 21547 members 
Mstep: Class 8 contains 15359 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9164 members 
Mstep: Class 14 contains 8874 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22164 members 
Mstep: Class 17 contains 5684 members 
Mstep: Class 18 contains 11060 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 60793 members 
Mstep: Class 23 contains 15829 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 25648 members 
Mstep: Class 28 contains 38553 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57539 members 
Mstep: Class 32 contains 1923 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 19821 members 
Mstep: Class 37 contains 12609 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13265 members 
Mstep: Class 40 contains 1197 members 
Mstep: Class 41 contains 23868 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6487 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7082 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10935 members 
Mstep: Class 48 contains 21063 members 
Mstep: Class 49 contains 4018 members 
Mstep: Class 50 contains 2191 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6312 members 
Mstep: Class 53 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170168.000000 Penalty: 176084.062500
Iteration 110Q: 54 clusters Score -5.117017e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39689 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 21545 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 7007 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22154 members 
Mstep: Class 17 contains 5684 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9028 members 
Mstep: Class 22 contains 60796 members 
Mstep: Class 23 contains 15828 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 25636 members 
Mstep: Class 28 contains 38543 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57538 members 
Mstep: Class 32 contains 1924 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 20007 members 
Mstep: Class 37 contains 12611 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13269 members 
Mstep: Class 40 contains 1199 members 
Mstep: Class 41 contains 23858 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6493 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7080 members 
Mstep: Class 46 contains 1648 members 
Mstep: Class 47 contains 10950 members 
Mstep: Class 48 contains 21076 members 
Mstep: Class 49 contains 4025 members 
Mstep: Class 50 contains 2190 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6280 members 
Mstep: Class 53 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170220.000000 Penalty: 176084.062500
Iteration 111Q: 54 clusters Score -5.117022e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39692 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 21547 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 7010 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22146 members 
Mstep: Class 17 contains 5684 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9029 members 
Mstep: Class 22 contains 60797 members 
Mstep: Class 23 contains 15824 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 1109 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 25628 members 
Mstep: Class 28 contains 38529 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57537 members 
Mstep: Class 32 contains 1921 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12522 members 
Mstep: Class 36 contains 20181 members 
Mstep: Class 37 contains 12609 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13269 members 
Mstep: Class 40 contains 1202 members 
Mstep: Class 41 contains 23855 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6497 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7078 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 10961 members 
Mstep: Class 48 contains 21087 members 
Mstep: Class 49 contains 4027 members 
Mstep: Class 50 contains 2188 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6264 members 
Mstep: Class 53 contains 4826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170380.000000 Penalty: 176084.062500
Iteration 112Q: 54 clusters Score -5.117038e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39699 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15351 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 60800 members 
Mstep: Class 23 contains 15822 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1110 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 25622 members 
Mstep: Class 28 contains 38518 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57534 members 
Mstep: Class 32 contains 1916 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12522 members 
Mstep: Class 36 contains 20330 members 
Mstep: Class 37 contains 12608 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13267 members 
Mstep: Class 40 contains 1205 members 
Mstep: Class 41 contains 23850 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6509 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7077 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 10965 members 
Mstep: Class 48 contains 21098 members 
Mstep: Class 49 contains 4027 members 
Mstep: Class 50 contains 2190 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6258 members 
Mstep: Class 53 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170440.000000 Penalty: 176084.062500
Iteration 113Q: 54 clusters Score -5.117044e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 16814 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39703 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 15347 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 60799 members 
Mstep: Class 23 contains 15819 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 25621 members 
Mstep: Class 28 contains 38513 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57530 members 
Mstep: Class 32 contains 1912 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 20472 members 
Mstep: Class 37 contains 12602 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13268 members 
Mstep: Class 40 contains 1207 members 
Mstep: Class 41 contains 23847 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7077 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 10968 members 
Mstep: Class 48 contains 21102 members 
Mstep: Class 49 contains 4025 members 
Mstep: Class 50 contains 2189 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6250 members 
Mstep: Class 53 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170440.000000 Penalty: 176084.062500
Iteration 114Q: 54 clusters Score -5.117044e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 16685 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39695 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15345 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 7016 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22136 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 11064 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9036 members 
Mstep: Class 22 contains 60800 members 
Mstep: Class 23 contains 15817 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 25616 members 
Mstep: Class 28 contains 38508 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16286 members 
Mstep: Class 31 contains 57526 members 
Mstep: Class 32 contains 1908 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 20608 members 
Mstep: Class 37 contains 12606 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13265 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23845 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6531 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 10974 members 
Mstep: Class 48 contains 21105 members 
Mstep: Class 49 contains 4026 members 
Mstep: Class 50 contains 2188 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6244 members 
Mstep: Class 53 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170372.000000 Penalty: 176084.062500
Iteration 115Q: 54 clusters Score -5.117037e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16576 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39690 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 21553 members 
Mstep: Class 8 contains 15347 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22133 members 
Mstep: Class 17 contains 5686 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9036 members 
Mstep: Class 22 contains 60802 members 
Mstep: Class 23 contains 15813 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 25614 members 
Mstep: Class 28 contains 38502 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57520 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12526 members 
Mstep: Class 36 contains 20722 members 
Mstep: Class 37 contains 12608 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13260 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23843 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6545 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10978 members 
Mstep: Class 48 contains 21109 members 
Mstep: Class 49 contains 4029 members 
Mstep: Class 50 contains 2187 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6242 members 
Mstep: Class 53 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170376.000000 Penalty: 176084.062500
Iteration 116Q: 54 clusters Score -5.117038e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16477 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39678 members 
Mstep: Class 6 contains 9697 members 
Mstep: Class 7 contains 21554 members 
Mstep: Class 8 contains 15353 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22130 members 
Mstep: Class 17 contains 5686 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 60803 members 
Mstep: Class 23 contains 15808 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 25609 members 
Mstep: Class 28 contains 38500 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57514 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 20826 members 
Mstep: Class 37 contains 12609 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13255 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23842 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6554 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10990 members 
Mstep: Class 48 contains 21113 members 
Mstep: Class 49 contains 4032 members 
Mstep: Class 50 contains 2188 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6239 members 
Mstep: Class 53 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170484.000000 Penalty: 176084.062500
Iteration 117Q: 54 clusters Score -5.117048e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39679 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21554 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22127 members 
Mstep: Class 17 contains 5686 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60804 members 
Mstep: Class 23 contains 15804 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 25606 members 
Mstep: Class 28 contains 38496 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57508 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 20933 members 
Mstep: Class 37 contains 12607 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13251 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23840 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6560 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1649 members 
Mstep: Class 47 contains 10998 members 
Mstep: Class 48 contains 21118 members 
Mstep: Class 49 contains 4034 members 
Mstep: Class 50 contains 2187 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6237 members 
Mstep: Class 53 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170444.000000 Penalty: 176084.062500
Iteration 118Q: 54 clusters Score -5.117044e+07 nChanged 277
Entering ConstructFrom: 
Score: -51170444.000000 Penalty: 176084.062500
Entering ConstructFrom: 
Trying to split cluster 1 (55935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Entering Unmasked Estep 
Score: -4484922.500000 Penalty: 2711.122559
	Iteration 0F: 2 clusters Score -4484922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -4447326.000000 Penalty: 5422.245117
	Iteration 0F: 3 clusters Score -4447326 nChanged 25916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4461834.500000 Penalty: 5422.245117
	Iteration 1F: 3 clusters Score -4461834 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4462473.500000 Penalty: 5422.245117
	Iteration 2Q: 3 clusters Score -4462474 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4463158.000000 Penalty: 5422.245117
	Iteration 3Q: 3 clusters Score -4463158 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4463984.500000 Penalty: 5422.245117
	Iteration 4Q: 3 clusters Score -4463984 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -4464898.000000 Penalty: 5422.245117
	Iteration 5Q: 3 clusters Score -4464898 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4465968.500000 Penalty: 5422.245117
	Iteration 6Q: 3 clusters Score -4465968 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4467285.000000 Penalty: 5422.245117
	Iteration 7Q: 3 clusters Score -4467285 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4468969.500000 Penalty: 5422.245117
	Iteration 8F: 3 clusters Score -4468970 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4470853.000000 Penalty: 5422.245117
	Iteration 9F: 3 clusters Score -4470853 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4472931.000000 Penalty: 5422.245117
	Iteration 10F: 3 clusters Score -4472931 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -4475072.000000 Penalty: 5422.245117
	Iteration 11F: 3 clusters Score -4475072 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4477117.500000 Penalty: 5422.245117
	Iteration 12F: 3 clusters Score -4477118 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4478746.500000 Penalty: 5422.245117
	Iteration 13Q: 3 clusters Score -4478746 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4480152.500000 Penalty: 5422.245117
	Iteration 14Q: 3 clusters Score -4480152 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4481125.500000 Penalty: 5422.245117
	Iteration 15Q: 3 clusters Score -4481126 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4481733.500000 Penalty: 5422.245117
	Iteration 16Q: 3 clusters Score -4481734 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4482054.000000 Penalty: 5422.245117
	Iteration 17Q: 3 clusters Score -4482054 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4482246.000000 Penalty: 5422.245117
	Iteration 18Q: 3 clusters Score -4482246 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4482363.000000 Penalty: 5422.245117
	Iteration 19Q: 3 clusters Score -4482363 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4482457.500000 Penalty: 5422.245117
	Iteration 20F: 3 clusters Score -4482458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4482514.500000 Penalty: 5422.245117
	Iteration 21Q: 3 clusters Score -4482514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4482550.000000 Penalty: 5422.245117
	Iteration 22Q: 3 clusters Score -4482550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4482565.000000 Penalty: 5422.245117
	Iteration 23Q: 3 clusters Score -4482565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4482584.000000 Penalty: 5422.245117
	Iteration 24Q: 3 clusters Score -4482584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4482608.000000 Penalty: 5422.245117
	Iteration 25Q: 3 clusters Score -4482608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4482625.000000 Penalty: 5422.245117
	Iteration 26Q: 3 clusters Score -4482625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4482633.500000 Penalty: 5422.245117
	Iteration 27Q: 3 clusters Score -4482634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4482641.000000 Penalty: 5422.245117
	Iteration 28Q: 3 clusters Score -4482641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4482648.000000 Penalty: 5422.245117
	Iteration 29Q: 3 clusters Score -4482648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4482655.500000 Penalty: 5422.245117
	Iteration 30Q: 3 clusters Score -4482656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4482663.500000 Penalty: 5422.245117
	Iteration 31Q: 3 clusters Score -4482664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4482661.000000 Penalty: 5422.245117
	Iteration 32Q: 3 clusters Score -4482661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4482660.500000 Penalty: 5422.245117
	Iteration 33Q: 3 clusters Score -4482660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4482665.500000 Penalty: 5422.245117
	Iteration 34Q: 3 clusters Score -4482666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4482665.500000 Penalty: 5422.245117
	Iteration 35Q: 3 clusters Score -4482666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4482670.500000 Penalty: 5422.245117
	Iteration 36Q: 3 clusters Score -4482670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4482670.500000 Penalty: 5422.245117
	Iteration 37Q: 3 clusters Score -4482670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4482669.500000 Penalty: 5422.245117
	Iteration 38Q: 3 clusters Score -4482670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4482670.500000 Penalty: 5422.245117
	Iteration 39Q: 3 clusters Score -4482670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4482673.000000 Penalty: 5422.245117
	Iteration 40F: 3 clusters Score -4482673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4482674.000000 Penalty: 5422.245117
	Iteration 41Q: 3 clusters Score -4482674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4482674.500000 Penalty: 5422.245117
	Iteration 42Q: 3 clusters Score -4482674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4482676.000000 Penalty: 5422.245117
	Iteration 43Q: 3 clusters Score -4482676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4482677.500000 Penalty: 5422.245117
	Iteration 44Q: 3 clusters Score -4482678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4482677.500000 Penalty: 5422.245117
	Iteration 45F: 3 clusters Score -4482678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -604433.375000 Penalty: 2206.998047
	Iteration 0F: 2 clusters Score -604433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -598446.375000 Penalty: 4413.996094
	Iteration 0F: 3 clusters Score -598446.4 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -599956.500000 Penalty: 4413.996094
	Iteration 1F: 3 clusters Score -599956.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -600185.500000 Penalty: 4413.996094
	Iteration 2F: 3 clusters Score -600185.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -600390.875000 Penalty: 4413.996094
	Iteration 3F: 3 clusters Score -600390.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -600654.937500 Penalty: 4413.996094
	Iteration 4F: 3 clusters Score -600654.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -601022.875000 Penalty: 4413.996094
	Iteration 5F: 3 clusters Score -601022.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -601506.000000 Penalty: 4413.996094
	Iteration 6F: 3 clusters Score -601506 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -601999.000000 Penalty: 4413.996094
	Iteration 7F: 3 clusters Score -601999 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -602475.187500 Penalty: 4413.996094
	Iteration 8F: 3 clusters Score -602475.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -602788.437500 Penalty: 4413.996094
	Iteration 9F: 3 clusters Score -602788.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -602971.437500 Penalty: 4413.996094
	Iteration 10Q: 3 clusters Score -602971.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -603079.875000 Penalty: 4413.996094
	Iteration 11Q: 3 clusters Score -603079.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -603156.375000 Penalty: 4413.996094
	Iteration 12Q: 3 clusters Score -603156.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -603197.437500 Penalty: 4413.996094
	Iteration 13Q: 3 clusters Score -603197.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -603222.125000 Penalty: 4413.996094
	Iteration 14Q: 3 clusters Score -603222.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -603240.062500 Penalty: 4413.996094
	Iteration 15Q: 3 clusters Score -603240.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -603249.312500 Penalty: 4413.996094
	Iteration 16Q: 3 clusters Score -603249.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -603256.687500 Penalty: 4413.996094
	Iteration 17Q: 3 clusters Score -603256.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -603266.125000 Penalty: 4413.996094
	Iteration 18Q: 3 clusters Score -603266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -603272.062500 Penalty: 4413.996094
	Iteration 19Q: 3 clusters Score -603272.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -603276.625000 Penalty: 4413.996094
	Iteration 20F: 3 clusters Score -603276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -603280.375000 Penalty: 4413.996094
	Iteration 21Q: 3 clusters Score -603280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -603284.375000 Penalty: 4413.996094
	Iteration 22Q: 3 clusters Score -603284.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -603287.062500 Penalty: 4413.996094
	Iteration 23Q: 3 clusters Score -603287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -603288.750000 Penalty: 4413.996094
	Iteration 24Q: 3 clusters Score -603288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -603293.375000 Penalty: 4413.996094
	Iteration 25Q: 3 clusters Score -603293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -603295.312500 Penalty: 4413.996094
	Iteration 26Q: 3 clusters Score -603295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -603296.437500 Penalty: 4413.996094
	Iteration 27Q: 3 clusters Score -603296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -603296.500000 Penalty: 4413.996094
	Iteration 28Q: 3 clusters Score -603296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -603299.937500 Penalty: 4413.996094
	Iteration 29Q: 3 clusters Score -603299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -603300.250000 Penalty: 4413.996094
	Iteration 30Q: 3 clusters Score -603300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -603303.625000 Penalty: 4413.996094
	Iteration 31Q: 3 clusters Score -603303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -603306.375000 Penalty: 4413.996094
	Iteration 32Q: 3 clusters Score -603306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -603308.312500 Penalty: 4413.996094
	Iteration 33Q: 3 clusters Score -603308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -603309.562500 Penalty: 4413.996094
	Iteration 34Q: 3 clusters Score -603309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -603313.375000 Penalty: 4413.996094
	Iteration 35Q: 3 clusters Score -603313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -603318.312500 Penalty: 4413.996094
	Iteration 36Q: 3 clusters Score -603318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -603321.000000 Penalty: 4413.996094
	Iteration 37Q: 3 clusters Score -603321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -603322.562500 Penalty: 4413.996094
	Iteration 38Q: 3 clusters Score -603322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -603325.250000 Penalty: 4413.996094
	Iteration 39Q: 3 clusters Score -603325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -603325.250000 Penalty: 4413.996094
	Iteration 40F: 3 clusters Score -603325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Entering Unmasked Estep 
Score: -1326630.125000 Penalty: 2405.469238
	Iteration 0F: 2 clusters Score -1326630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1314899.000000 Penalty: 4810.938477
	Iteration 0F: 3 clusters Score -1314899 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1318632.875000 Penalty: 4810.938477
	Iteration 1F: 3 clusters Score -1318633 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1319100.000000 Penalty: 4810.938477
	Iteration 2F: 3 clusters Score -1319100 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1319538.750000 Penalty: 4810.938477
	Iteration 3F: 3 clusters Score -1319539 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1319995.750000 Penalty: 4810.938477
	Iteration 4Q: 3 clusters Score -1319996 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1320489.125000 Penalty: 4810.938477
	Iteration 5Q: 3 clusters Score -1320489 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1320981.625000 Penalty: 4810.938477
	Iteration 6Q: 3 clusters Score -1320982 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1321475.500000 Penalty: 4810.938477
	Iteration 7Q: 3 clusters Score -1321476 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1321959.375000 Penalty: 4810.938477
	Iteration 8Q: 3 clusters Score -1321959 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1322393.000000 Penalty: 4810.938477
	Iteration 9Q: 3 clusters Score -1322393 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1322745.750000 Penalty: 4810.938477
	Iteration 10Q: 3 clusters Score -1322746 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1323015.250000 Penalty: 4810.938477
	Iteration 11Q: 3 clusters Score -1323015 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1323231.875000 Penalty: 4810.938477
	Iteration 12Q: 3 clusters Score -1323232 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1323401.875000 Penalty: 4810.938477
	Iteration 13Q: 3 clusters Score -1323402 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1323529.125000 Penalty: 4810.938477
	Iteration 14Q: 3 clusters Score -1323529 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1323640.125000 Penalty: 4810.938477
	Iteration 15Q: 3 clusters Score -1323640 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1323730.875000 Penalty: 4810.938477
	Iteration 16Q: 3 clusters Score -1323731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1323794.750000 Penalty: 4810.938477
	Iteration 17Q: 3 clusters Score -1323795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1323850.625000 Penalty: 4810.938477
	Iteration 18Q: 3 clusters Score -1323851 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1323897.250000 Penalty: 4810.938477
	Iteration 19Q: 3 clusters Score -1323897 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1323943.500000 Penalty: 4810.938477
	Iteration 20F: 3 clusters Score -1323944 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1323978.125000 Penalty: 4810.938477
	Iteration 21Q: 3 clusters Score -1323978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1323998.625000 Penalty: 4810.938477
	Iteration 22Q: 3 clusters Score -1323999 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1324023.375000 Penalty: 4810.938477
	Iteration 23Q: 3 clusters Score -1324023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1324045.250000 Penalty: 4810.938477
	Iteration 24Q: 3 clusters Score -1324045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1324065.250000 Penalty: 4810.938477
	Iteration 25Q: 3 clusters Score -1324065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1324088.875000 Penalty: 4810.938477
	Iteration 26Q: 3 clusters Score -1324089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1324109.000000 Penalty: 4810.938477
	Iteration 27Q: 3 clusters Score -1324109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1324128.125000 Penalty: 4810.938477
	Iteration 28Q: 3 clusters Score -1324128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1324142.250000 Penalty: 4810.938477
	Iteration 29Q: 3 clusters Score -1324142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1324159.125000 Penalty: 4810.938477
	Iteration 30Q: 3 clusters Score -1324159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1324171.375000 Penalty: 4810.938477
	Iteration 31Q: 3 clusters Score -1324171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1324182.375000 Penalty: 4810.938477
	Iteration 32Q: 3 clusters Score -1324182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1324196.375000 Penalty: 4810.938477
	Iteration 33Q: 3 clusters Score -1324196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1324212.000000 Penalty: 4810.938477
	Iteration 34Q: 3 clusters Score -1324212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1324225.625000 Penalty: 4810.938477
	Iteration 35Q: 3 clusters Score -1324226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1324238.500000 Penalty: 4810.938477
	Iteration 36Q: 3 clusters Score -1324238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1324247.000000 Penalty: 4810.938477
	Iteration 37Q: 3 clusters Score -1324247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1324260.875000 Penalty: 4810.938477
	Iteration 38Q: 3 clusters Score -1324261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1324269.000000 Penalty: 4810.938477
	Iteration 39Q: 3 clusters Score -1324269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1324278.625000 Penalty: 4810.938477
	Iteration 40F: 3 clusters Score -1324279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1324285.875000 Penalty: 4810.938477
	Iteration 41Q: 3 clusters Score -1324286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1324295.250000 Penalty: 4810.938477
	Iteration 42Q: 3 clusters Score -1324295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1324306.500000 Penalty: 4810.938477
	Iteration 43Q: 3 clusters Score -1324306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1324319.125000 Penalty: 4810.938477
	Iteration 44Q: 3 clusters Score -1324319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1324329.125000 Penalty: 4810.938477
	Iteration 45Q: 3 clusters Score -1324329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1324342.375000 Penalty: 4810.938477
	Iteration 46Q: 3 clusters Score -1324342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1324363.875000 Penalty: 4810.938477
	Iteration 47Q: 3 clusters Score -1324364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1324376.125000 Penalty: 4810.938477
	Iteration 48Q: 3 clusters Score -1324376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1324392.875000 Penalty: 4810.938477
	Iteration 49Q: 3 clusters Score -1324393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1324412.875000 Penalty: 4810.938477
	Iteration 50Q: 3 clusters Score -1324413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1324423.750000 Penalty: 4810.938477
	Iteration 51Q: 3 clusters Score -1324424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1324431.875000 Penalty: 4810.938477
	Iteration 52Q: 3 clusters Score -1324432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1324438.625000 Penalty: 4810.938477
	Iteration 53Q: 3 clusters Score -1324439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1324445.125000 Penalty: 4810.938477
	Iteration 54Q: 3 clusters Score -1324445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1324452.750000 Penalty: 4810.938477
	Iteration 55Q: 3 clusters Score -1324453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1324461.750000 Penalty: 4810.938477
	Iteration 56Q: 3 clusters Score -1324462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1324465.875000 Penalty: 4810.938477
	Iteration 57Q: 3 clusters Score -1324466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1324470.625000 Penalty: 4810.938477
	Iteration 58Q: 3 clusters Score -1324471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1324477.375000 Penalty: 4810.938477
	Iteration 59Q: 3 clusters Score -1324477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1324490.250000 Penalty: 4810.938477
	Iteration 60F: 3 clusters Score -1324490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1324499.250000 Penalty: 4810.938477
	Iteration 61Q: 3 clusters Score -1324499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1324508.875000 Penalty: 4810.938477
	Iteration 62Q: 3 clusters Score -1324509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1324515.750000 Penalty: 4810.938477
	Iteration 63Q: 3 clusters Score -1324516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1324521.625000 Penalty: 4810.938477
	Iteration 64Q: 3 clusters Score -1324522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1324524.500000 Penalty: 4810.938477
	Iteration 65Q: 3 clusters Score -1324524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1324525.625000 Penalty: 4810.938477
	Iteration 66Q: 3 clusters Score -1324526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1324529.250000 Penalty: 4810.938477
	Iteration 67Q: 3 clusters Score -1324529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1324530.375000 Penalty: 4810.938477
	Iteration 68Q: 3 clusters Score -1324530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1324529.875000 Penalty: 4810.938477
	Iteration 69Q: 3 clusters Score -1324530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1324534.000000 Penalty: 4810.938477
	Iteration 70Q: 3 clusters Score -1324534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1324533.625000 Penalty: 4810.938477
	Iteration 71Q: 3 clusters Score -1324534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1324534.000000 Penalty: 4810.938477
	Iteration 72Q: 3 clusters Score -1324534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1324534.000000 Penalty: 4810.938477
	Iteration 73Q: 3 clusters Score -1324534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1324534.250000 Penalty: 4810.938477
	Iteration 74Q: 3 clusters Score -1324534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1324534.250000 Penalty: 4810.938477
	Iteration 75F: 3 clusters Score -1324534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Entering Unmasked Estep 
Score: -255493.890625 Penalty: 2006.799438
	Iteration 0F: 2 clusters Score -255493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -252091.656250 Penalty: 4013.598877
	Iteration 0F: 3 clusters Score -252091.7 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -252764.296875 Penalty: 4013.598877
	Iteration 1F: 3 clusters Score -252764.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -252961.312500 Penalty: 4013.598877
	Iteration 2F: 3 clusters Score -252961.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -253133.890625 Penalty: 4013.598877
	Iteration 3F: 3 clusters Score -253133.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -253282.453125 Penalty: 4013.598877
	Iteration 4Q: 3 clusters Score -253282.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -253432.453125 Penalty: 4013.598877
	Iteration 5Q: 3 clusters Score -253432.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -253585.609375 Penalty: 4013.598877
	Iteration 6Q: 3 clusters Score -253585.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -253732.656250 Penalty: 4013.598877
	Iteration 7Q: 3 clusters Score -253732.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -253881.750000 Penalty: 4013.598877
	Iteration 8Q: 3 clusters Score -253881.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -254000.593750 Penalty: 4013.598877
	Iteration 9Q: 3 clusters Score -254000.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -254100.125000 Penalty: 4013.598877
	Iteration 10Q: 3 clusters Score -254100.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -254182.984375 Penalty: 4013.598877
	Iteration 11Q: 3 clusters Score -254183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -254249.390625 Penalty: 4013.598877
	Iteration 12Q: 3 clusters Score -254249.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -254303.078125 Penalty: 4013.598877
	Iteration 13Q: 3 clusters Score -254303.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -254341.968750 Penalty: 4013.598877
	Iteration 14Q: 3 clusters Score -254342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -254368.250000 Penalty: 4013.598877
	Iteration 15Q: 3 clusters Score -254368.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -254384.156250 Penalty: 4013.598877
	Iteration 16Q: 3 clusters Score -254384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -254398.562500 Penalty: 4013.598877
	Iteration 17Q: 3 clusters Score -254398.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -254406.625000 Penalty: 4013.598877
	Iteration 18Q: 3 clusters Score -254406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -254411.453125 Penalty: 4013.598877
	Iteration 19Q: 3 clusters Score -254411.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -254418.171875 Penalty: 4013.598877
	Iteration 20F: 3 clusters Score -254418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -254424.468750 Penalty: 4013.598877
	Iteration 21Q: 3 clusters Score -254424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -254428.656250 Penalty: 4013.598877
	Iteration 22Q: 3 clusters Score -254428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -254433.703125 Penalty: 4013.598877
	Iteration 23Q: 3 clusters Score -254433.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -254440.000000 Penalty: 4013.598877
	Iteration 24Q: 3 clusters Score -254440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -254444.515625 Penalty: 4013.598877
	Iteration 25Q: 3 clusters Score -254444.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -254447.640625 Penalty: 4013.598877
	Iteration 26Q: 3 clusters Score -254447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -254449.359375 Penalty: 4013.598877
	Iteration 27Q: 3 clusters Score -254449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -254450.578125 Penalty: 4013.598877
	Iteration 28Q: 3 clusters Score -254450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -254450.890625 Penalty: 4013.598877
	Iteration 29Q: 3 clusters Score -254450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -254450.937500 Penalty: 4013.598877
	Iteration 30Q: 3 clusters Score -254450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -254450.937500 Penalty: 4013.598877
	Iteration 31F: 3 clusters Score -254450.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Entering Unmasked Estep 
Score: -3216174.250000 Penalty: 2625.942139
	Iteration 0F: 2 clusters Score -3216174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3189320.750000 Penalty: 5251.884277
	Iteration 0F: 3 clusters Score -3189321 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3199474.000000 Penalty: 5251.884277
	Iteration 1F: 3 clusters Score -3199474 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3200137.250000 Penalty: 5251.884277
	Iteration 2Q: 3 clusters Score -3200137 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3200872.250000 Penalty: 5251.884277
	Iteration 3Q: 3 clusters Score -3200872 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3201716.250000 Penalty: 5251.884277
	Iteration 4Q: 3 clusters Score -3201716 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3202654.500000 Penalty: 5251.884277
	Iteration 5Q: 3 clusters Score -3202654 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3203573.250000 Penalty: 5251.884277
	Iteration 6F: 3 clusters Score -3203573 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3204359.250000 Penalty: 5251.884277
	Iteration 7Q: 3 clusters Score -3204359 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3205030.500000 Penalty: 5251.884277
	Iteration 8Q: 3 clusters Score -3205030 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3205558.000000 Penalty: 5251.884277
	Iteration 9Q: 3 clusters Score -3205558 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3205953.000000 Penalty: 5251.884277
	Iteration 10Q: 3 clusters Score -3205953 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3206298.750000 Penalty: 5251.884277
	Iteration 11Q: 3 clusters Score -3206299 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3206606.500000 Penalty: 5251.884277
	Iteration 12Q: 3 clusters Score -3206606 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3206908.500000 Penalty: 5251.884277
	Iteration 13Q: 3 clusters Score -3206908 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3207289.250000 Penalty: 5251.884277
	Iteration 14Q: 3 clusters Score -3207289 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3207844.750000 Penalty: 5251.884277
	Iteration 15Q: 3 clusters Score -3207845 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3208562.250000 Penalty: 5251.884277
	Iteration 16Q: 3 clusters Score -3208562 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3209402.000000 Penalty: 5251.884277
	Iteration 17Q: 3 clusters Score -3209402 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3210227.250000 Penalty: 5251.884277
	Iteration 18Q: 3 clusters Score -3210227 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3210876.250000 Penalty: 5251.884277
	Iteration 19Q: 3 clusters Score -3210876 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3211401.000000 Penalty: 5251.884277
	Iteration 20F: 3 clusters Score -3211401 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3211860.250000 Penalty: 5251.884277
	Iteration 21Q: 3 clusters Score -3211860 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3212217.500000 Penalty: 5251.884277
	Iteration 22Q: 3 clusters Score -3212218 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -3212512.750000 Penalty: 5251.884277
	Iteration 23Q: 3 clusters Score -3212513 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3212790.750000 Penalty: 5251.884277
	Iteration 24Q: 3 clusters Score -3212791 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3213053.500000 Penalty: 5251.884277
	Iteration 25Q: 3 clusters Score -3213054 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3213280.000000 Penalty: 5251.884277
	Iteration 26Q: 3 clusters Score -3213280 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3213477.750000 Penalty: 5251.884277
	Iteration 27Q: 3 clusters Score -3213478 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3213634.000000 Penalty: 5251.884277
	Iteration 28Q: 3 clusters Score -3213634 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3213738.500000 Penalty: 5251.884277
	Iteration 29Q: 3 clusters Score -3213738 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3213828.000000 Penalty: 5251.884277
	Iteration 30Q: 3 clusters Score -3213828 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3213902.750000 Penalty: 5251.884277
	Iteration 31Q: 3 clusters Score -3213903 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3213963.000000 Penalty: 5251.884277
	Iteration 32Q: 3 clusters Score -3213963 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3214025.250000 Penalty: 5251.884277
	Iteration 33Q: 3 clusters Score -3214025 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3214070.500000 Penalty: 5251.884277
	Iteration 34Q: 3 clusters Score -3214070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3214094.000000 Penalty: 5251.884277
	Iteration 35Q: 3 clusters Score -3214094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3214122.750000 Penalty: 5251.884277
	Iteration 36Q: 3 clusters Score -3214123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3214158.000000 Penalty: 5251.884277
	Iteration 37Q: 3 clusters Score -3214158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3214188.750000 Penalty: 5251.884277
	Iteration 38Q: 3 clusters Score -3214189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3214205.000000 Penalty: 5251.884277
	Iteration 39Q: 3 clusters Score -3214205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3214219.000000 Penalty: 5251.884277
	Iteration 40F: 3 clusters Score -3214219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3214234.250000 Penalty: 5251.884277
	Iteration 41Q: 3 clusters Score -3214234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3214243.500000 Penalty: 5251.884277
	Iteration 42Q: 3 clusters Score -3214244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3214246.750000 Penalty: 5251.884277
	Iteration 43Q: 3 clusters Score -3214247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3214259.000000 Penalty: 5251.884277
	Iteration 44Q: 3 clusters Score -3214259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3214260.000000 Penalty: 5251.884277
	Iteration 45Q: 3 clusters Score -3214260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3214272.250000 Penalty: 5251.884277
	Iteration 46Q: 3 clusters Score -3214272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3214270.750000 Penalty: 5251.884277
	Iteration 47Q: 3 clusters Score -3214271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3214275.750000 Penalty: 5251.884277
	Iteration 48Q: 3 clusters Score -3214276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3214272.250000 Penalty: 5251.884277
	Iteration 49Q: 3 clusters Score -3214272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3214273.250000 Penalty: 5251.884277
	Iteration 50Q: 3 clusters Score -3214273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3214276.250000 Penalty: 5251.884277
	Iteration 51Q: 3 clusters Score -3214276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3214277.000000 Penalty: 5251.884277
	Iteration 52Q: 3 clusters Score -3214277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3214282.000000 Penalty: 5251.884277
	Iteration 53Q: 3 clusters Score -3214282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3214288.000000 Penalty: 5251.884277
	Iteration 54Q: 3 clusters Score -3214288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3214289.500000 Penalty: 5251.884277
	Iteration 55Q: 3 clusters Score -3214290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3214296.000000 Penalty: 5251.884277
	Iteration 56Q: 3 clusters Score -3214296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3214298.250000 Penalty: 5251.884277
	Iteration 57Q: 3 clusters Score -3214298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3214300.750000 Penalty: 5251.884277
	Iteration 58Q: 3 clusters Score -3214301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3214303.750000 Penalty: 5251.884277
	Iteration 59Q: 3 clusters Score -3214304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3214306.000000 Penalty: 5251.884277
	Iteration 60F: 3 clusters Score -3214306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3214304.250000 Penalty: 5251.884277
	Iteration 61Q: 3 clusters Score -3214304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3214298.250000 Penalty: 5251.884277
	Iteration 62Q: 3 clusters Score -3214298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3214299.750000 Penalty: 5251.884277
	Iteration 63Q: 3 clusters Score -3214300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3214300.500000 Penalty: 5251.884277
	Iteration 64Q: 3 clusters Score -3214300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3214301.750000 Penalty: 5251.884277
	Iteration 65Q: 3 clusters Score -3214302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3214306.500000 Penalty: 5251.884277
	Iteration 66Q: 3 clusters Score -3214306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3214305.250000 Penalty: 5251.884277
	Iteration 67Q: 3 clusters Score -3214305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3214303.250000 Penalty: 5251.884277
	Iteration 68Q: 3 clusters Score -3214303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3214304.250000 Penalty: 5251.884277
	Iteration 69Q: 3 clusters Score -3214304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3214305.750000 Penalty: 5251.884277
	Iteration 70Q: 3 clusters Score -3214306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3214301.750000 Penalty: 5251.884277
	Iteration 71Q: 3 clusters Score -3214302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3214303.500000 Penalty: 5251.884277
	Iteration 72Q: 3 clusters Score -3214304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3214304.000000 Penalty: 5251.884277
	Iteration 73Q: 3 clusters Score -3214304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3214304.000000 Penalty: 5251.884277
	Iteration 74F: 3 clusters Score -3214304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Entering Unmasked Estep 
Score: -775495.625000 Penalty: 2276.508301
	Iteration 0F: 2 clusters Score -775495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -768113.750000 Penalty: 4553.016602
	Iteration 0F: 3 clusters Score -768113.8 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -770197.250000 Penalty: 4553.016602
	Iteration 1F: 3 clusters Score -770197.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -770455.125000 Penalty: 4553.016602
	Iteration 2F: 3 clusters Score -770455.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -770631.312500 Penalty: 4553.016602
	Iteration 3Q: 3 clusters Score -770631.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -770770.375000 Penalty: 4553.016602
	Iteration 4Q: 3 clusters Score -770770.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -770882.312500 Penalty: 4553.016602
	Iteration 5Q: 3 clusters Score -770882.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -770990.250000 Penalty: 4553.016602
	Iteration 6Q: 3 clusters Score -770990.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -771114.437500 Penalty: 4553.016602
	Iteration 7Q: 3 clusters Score -771114.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -771278.000000 Penalty: 4553.016602
	Iteration 8Q: 3 clusters Score -771278 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -771481.625000 Penalty: 4553.016602
	Iteration 9Q: 3 clusters Score -771481.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -771713.125000 Penalty: 4553.016602
	Iteration 10Q: 3 clusters Score -771713.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -771969.687500 Penalty: 4553.016602
	Iteration 11Q: 3 clusters Score -771969.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -772247.625000 Penalty: 4553.016602
	Iteration 12Q: 3 clusters Score -772247.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -772547.312500 Penalty: 4553.016602
	Iteration 13Q: 3 clusters Score -772547.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -772822.250000 Penalty: 4553.016602
	Iteration 14Q: 3 clusters Score -772822.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -773090.062500 Penalty: 4553.016602
	Iteration 15Q: 3 clusters Score -773090.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -773334.625000 Penalty: 4553.016602
	Iteration 16Q: 3 clusters Score -773334.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -773501.000000 Penalty: 4553.016602
	Iteration 17Q: 3 clusters Score -773501 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -773646.625000 Penalty: 4553.016602
	Iteration 18Q: 3 clusters Score -773646.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -773768.000000 Penalty: 4553.016602
	Iteration 19Q: 3 clusters Score -773768 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -773850.500000 Penalty: 4553.016602
	Iteration 20F: 3 clusters Score -773850.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -773904.312500 Penalty: 4553.016602
	Iteration 21Q: 3 clusters Score -773904.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -773939.250000 Penalty: 4553.016602
	Iteration 22Q: 3 clusters Score -773939.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -773976.687500 Penalty: 4553.016602
	Iteration 23Q: 3 clusters Score -773976.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -774002.437500 Penalty: 4553.016602
	Iteration 24Q: 3 clusters Score -774002.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -774027.000000 Penalty: 4553.016602
	Iteration 25Q: 3 clusters Score -774027 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -774048.937500 Penalty: 4553.016602
	Iteration 26Q: 3 clusters Score -774048.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -774062.250000 Penalty: 4553.016602
	Iteration 27Q: 3 clusters Score -774062.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -774075.187500 Penalty: 4553.016602
	Iteration 28Q: 3 clusters Score -774075.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -774083.500000 Penalty: 4553.016602
	Iteration 29Q: 3 clusters Score -774083.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -774089.937500 Penalty: 4553.016602
	Iteration 30Q: 3 clusters Score -774089.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -774099.562500 Penalty: 4553.016602
	Iteration 31Q: 3 clusters Score -774099.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -774101.500000 Penalty: 4553.016602
	Iteration 32Q: 3 clusters Score -774101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -774105.562500 Penalty: 4553.016602
	Iteration 33Q: 3 clusters Score -774105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -774109.312500 Penalty: 4553.016602
	Iteration 34Q: 3 clusters Score -774109.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -774114.437500 Penalty: 4553.016602
	Iteration 35Q: 3 clusters Score -774114.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -774116.750000 Penalty: 4553.016602
	Iteration 36Q: 3 clusters Score -774116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -774118.312500 Penalty: 4553.016602
	Iteration 37Q: 3 clusters Score -774118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -774119.437500 Penalty: 4553.016602
	Iteration 38Q: 3 clusters Score -774119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -774119.437500 Penalty: 4553.016602
	Iteration 39Q: 3 clusters Score -774119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -774121.812500 Penalty: 4553.016602
	Iteration 40F: 3 clusters Score -774121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -774124.250000 Penalty: 4553.016602
	Iteration 41Q: 3 clusters Score -774124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -774124.125000 Penalty: 4553.016602
	Iteration 42Q: 3 clusters Score -774124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -774126.375000 Penalty: 4553.016602
	Iteration 43Q: 3 clusters Score -774126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -774130.312500 Penalty: 4553.016602
	Iteration 44Q: 3 clusters Score -774130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -774131.312500 Penalty: 4553.016602
	Iteration 45Q: 3 clusters Score -774131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -774131.687500 Penalty: 4553.016602
	Iteration 46Q: 3 clusters Score -774131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -774133.187500 Penalty: 4553.016602
	Iteration 47Q: 3 clusters Score -774133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -774136.250000 Penalty: 4553.016602
	Iteration 48Q: 3 clusters Score -774136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -774135.375000 Penalty: 4553.016602
	Iteration 49Q: 3 clusters Score -774135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -774136.687500 Penalty: 4553.016602
	Iteration 50Q: 3 clusters Score -774136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -774136.187500 Penalty: 4553.016602
	Iteration 51Q: 3 clusters Score -774136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -774137.187500 Penalty: 4553.016602
	Iteration 52Q: 3 clusters Score -774137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -774140.750000 Penalty: 4553.016602
	Iteration 53Q: 3 clusters Score -774140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -774141.812500 Penalty: 4553.016602
	Iteration 54Q: 3 clusters Score -774141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -774143.687500 Penalty: 4553.016602
	Iteration 55Q: 3 clusters Score -774143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -774142.687500 Penalty: 4553.016602
	Iteration 56Q: 3 clusters Score -774142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -774144.187500 Penalty: 4553.016602
	Iteration 57Q: 3 clusters Score -774144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -774145.062500 Penalty: 4553.016602
	Iteration 58Q: 3 clusters Score -774145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -774143.812500 Penalty: 4553.016602
	Iteration 59Q: 3 clusters Score -774143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -774144.812500 Penalty: 4553.016602
	Iteration 60F: 3 clusters Score -774144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -774144.625000 Penalty: 4553.016602
	Iteration 61Q: 3 clusters Score -774144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -774145.125000 Penalty: 4553.016602
	Iteration 62Q: 3 clusters Score -774145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -774146.500000 Penalty: 4553.016602
	Iteration 63Q: 3 clusters Score -774146.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -774146.500000 Penalty: 4553.016602
	Iteration 64F: 3 clusters Score -774146.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Entering Unmasked Estep 
Score: -1787630.500000 Penalty: 2474.599609
	Iteration 0F: 2 clusters Score -1787630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1772530.250000 Penalty: 4949.199219
	Iteration 0F: 3 clusters Score -1772530 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1777609.500000 Penalty: 4949.199219
	Iteration 1F: 3 clusters Score -1777610 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1778094.250000 Penalty: 4949.199219
	Iteration 2F: 3 clusters Score -1778094 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1778635.750000 Penalty: 4949.199219
	Iteration 3F: 3 clusters Score -1778636 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1779245.875000 Penalty: 4949.199219
	Iteration 4F: 3 clusters Score -1779246 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1780035.750000 Penalty: 4949.199219
	Iteration 5F: 3 clusters Score -1780036 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1781035.625000 Penalty: 4949.199219
	Iteration 6F: 3 clusters Score -1781036 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1782136.250000 Penalty: 4949.199219
	Iteration 7F: 3 clusters Score -1782136 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1783226.250000 Penalty: 4949.199219
	Iteration 8F: 3 clusters Score -1783226 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1784053.125000 Penalty: 4949.199219
	Iteration 9F: 3 clusters Score -1784053 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1784690.375000 Penalty: 4949.199219
	Iteration 10Q: 3 clusters Score -1784690 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1785115.375000 Penalty: 4949.199219
	Iteration 11Q: 3 clusters Score -1785115 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1785378.625000 Penalty: 4949.199219
	Iteration 12Q: 3 clusters Score -1785379 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1785539.125000 Penalty: 4949.199219
	Iteration 13Q: 3 clusters Score -1785539 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1785628.875000 Penalty: 4949.199219
	Iteration 14Q: 3 clusters Score -1785629 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1785690.875000 Penalty: 4949.199219
	Iteration 15Q: 3 clusters Score -1785691 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1785748.500000 Penalty: 4949.199219
	Iteration 16Q: 3 clusters Score -1785748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1785776.500000 Penalty: 4949.199219
	Iteration 17Q: 3 clusters Score -1785776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1785812.625000 Penalty: 4949.199219
	Iteration 18Q: 3 clusters Score -1785813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1785834.125000 Penalty: 4949.199219
	Iteration 19Q: 3 clusters Score -1785834 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1785858.000000 Penalty: 4949.199219
	Iteration 20F: 3 clusters Score -1785858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1785874.500000 Penalty: 4949.199219
	Iteration 21Q: 3 clusters Score -1785874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1785885.125000 Penalty: 4949.199219
	Iteration 22Q: 3 clusters Score -1785885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1785900.750000 Penalty: 4949.199219
	Iteration 23Q: 3 clusters Score -1785901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1785927.750000 Penalty: 4949.199219
	Iteration 24Q: 3 clusters Score -1785928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1785943.375000 Penalty: 4949.199219
	Iteration 25Q: 3 clusters Score -1785943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1785963.125000 Penalty: 4949.199219
	Iteration 26Q: 3 clusters Score -1785963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1785985.875000 Penalty: 4949.199219
	Iteration 27Q: 3 clusters Score -1785986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1786007.750000 Penalty: 4949.199219
	Iteration 28Q: 3 clusters Score -1786008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1786025.125000 Penalty: 4949.199219
	Iteration 29Q: 3 clusters Score -1786025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1786046.000000 Penalty: 4949.199219
	Iteration 30Q: 3 clusters Score -1786046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1786060.375000 Penalty: 4949.199219
	Iteration 31Q: 3 clusters Score -1786060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1786085.375000 Penalty: 4949.199219
	Iteration 32Q: 3 clusters Score -1786085 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1786110.500000 Penalty: 4949.199219
	Iteration 33Q: 3 clusters Score -1786110 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1786138.000000 Penalty: 4949.199219
	Iteration 34Q: 3 clusters Score -1786138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1786167.750000 Penalty: 4949.199219
	Iteration 35Q: 3 clusters Score -1786168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1786205.125000 Penalty: 4949.199219
	Iteration 36Q: 3 clusters Score -1786205 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1786249.125000 Penalty: 4949.199219
	Iteration 37Q: 3 clusters Score -1786249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1786302.125000 Penalty: 4949.199219
	Iteration 38Q: 3 clusters Score -1786302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1786354.875000 Penalty: 4949.199219
	Iteration 39Q: 3 clusters Score -1786355 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1786433.750000 Penalty: 4949.199219
	Iteration 40F: 3 clusters Score -1786434 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1786532.250000 Penalty: 4949.199219
	Iteration 41Q: 3 clusters Score -1786532 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1786645.875000 Penalty: 4949.199219
	Iteration 42Q: 3 clusters Score -1786646 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1786769.750000 Penalty: 4949.199219
	Iteration 43Q: 3 clusters Score -1786770 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1786904.375000 Penalty: 4949.199219
	Iteration 44Q: 3 clusters Score -1786904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1787018.875000 Penalty: 4949.199219
	Iteration 45Q: 3 clusters Score -1787019 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1787120.750000 Penalty: 4949.199219
	Iteration 46Q: 3 clusters Score -1787121 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1787203.125000 Penalty: 4949.199219
	Iteration 47Q: 3 clusters Score -1787203 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1787252.500000 Penalty: 4949.199219
	Iteration 48Q: 3 clusters Score -1787252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1787284.125000 Penalty: 4949.199219
	Iteration 49Q: 3 clusters Score -1787284 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1787310.125000 Penalty: 4949.199219
	Iteration 50Q: 3 clusters Score -1787310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1787336.875000 Penalty: 4949.199219
	Iteration 51Q: 3 clusters Score -1787337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1787352.750000 Penalty: 4949.199219
	Iteration 52Q: 3 clusters Score -1787353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1787372.375000 Penalty: 4949.199219
	Iteration 53Q: 3 clusters Score -1787372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1787388.125000 Penalty: 4949.199219
	Iteration 54Q: 3 clusters Score -1787388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1787402.000000 Penalty: 4949.199219
	Iteration 55Q: 3 clusters Score -1787402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1787413.875000 Penalty: 4949.199219
	Iteration 56Q: 3 clusters Score -1787414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1787429.500000 Penalty: 4949.199219
	Iteration 57Q: 3 clusters Score -1787430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1787447.375000 Penalty: 4949.199219
	Iteration 58Q: 3 clusters Score -1787447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1787458.750000 Penalty: 4949.199219
	Iteration 59Q: 3 clusters Score -1787459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1787470.750000 Penalty: 4949.199219
	Iteration 60F: 3 clusters Score -1787471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1787488.125000 Penalty: 4949.199219
	Iteration 61Q: 3 clusters Score -1787488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1787490.125000 Penalty: 4949.199219
	Iteration 62Q: 3 clusters Score -1787490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1787504.625000 Penalty: 4949.199219
	Iteration 63Q: 3 clusters Score -1787505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1787507.750000 Penalty: 4949.199219
	Iteration 64Q: 3 clusters Score -1787508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1787509.625000 Penalty: 4949.199219
	Iteration 65Q: 3 clusters Score -1787510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1787506.500000 Penalty: 4949.199219
	Iteration 66Q: 3 clusters Score -1787506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1787509.625000 Penalty: 4949.199219
	Iteration 67Q: 3 clusters Score -1787510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1787510.250000 Penalty: 4949.199219
	Iteration 68Q: 3 clusters Score -1787510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1787514.250000 Penalty: 4949.199219
	Iteration 69Q: 3 clusters Score -1787514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1787518.375000 Penalty: 4949.199219
	Iteration 70Q: 3 clusters Score -1787518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1787519.250000 Penalty: 4949.199219
	Iteration 71Q: 3 clusters Score -1787519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1787520.875000 Penalty: 4949.199219
	Iteration 72Q: 3 clusters Score -1787521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1787522.500000 Penalty: 4949.199219
	Iteration 73Q: 3 clusters Score -1787522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1787533.500000 Penalty: 4949.199219
	Iteration 74Q: 3 clusters Score -1787534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1787532.750000 Penalty: 4949.199219
	Iteration 75Q: 3 clusters Score -1787533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1787533.500000 Penalty: 4949.199219
	Iteration 76Q: 3 clusters Score -1787534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1787534.875000 Penalty: 4949.199219
	Iteration 77Q: 3 clusters Score -1787535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1787536.125000 Penalty: 4949.199219
	Iteration 78Q: 3 clusters Score -1787536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1787534.500000 Penalty: 4949.199219
	Iteration 79Q: 3 clusters Score -1787534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1787534.875000 Penalty: 4949.199219
	Iteration 80F: 3 clusters Score -1787535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1787537.250000 Penalty: 4949.199219
	Iteration 81Q: 3 clusters Score -1787537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1787540.625000 Penalty: 4949.199219
	Iteration 82Q: 3 clusters Score -1787541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1787538.375000 Penalty: 4949.199219
	Iteration 83Q: 3 clusters Score -1787538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1787538.375000 Penalty: 4949.199219
	Iteration 84F: 3 clusters Score -1787538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1257054.250000 Penalty: 2390.520752
	Iteration 0F: 2 clusters Score -1257054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1245961.125000 Penalty: 4781.041504
	Iteration 0F: 3 clusters Score -1245961 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1249535.625000 Penalty: 4781.041504
	Iteration 1F: 3 clusters Score -1249536 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1249972.250000 Penalty: 4781.041504
	Iteration 2F: 3 clusters Score -1249972 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1250334.375000 Penalty: 4781.041504
	Iteration 3F: 3 clusters Score -1250334 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1250676.000000 Penalty: 4781.041504
	Iteration 4Q: 3 clusters Score -1250676 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1251051.875000 Penalty: 4781.041504
	Iteration 5Q: 3 clusters Score -1251052 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1251447.000000 Penalty: 4781.041504
	Iteration 6Q: 3 clusters Score -1251447 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1251882.000000 Penalty: 4781.041504
	Iteration 7Q: 3 clusters Score -1251882 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1252315.500000 Penalty: 4781.041504
	Iteration 8Q: 3 clusters Score -1252316 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1252678.875000 Penalty: 4781.041504
	Iteration 9Q: 3 clusters Score -1252679 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1252966.250000 Penalty: 4781.041504
	Iteration 10Q: 3 clusters Score -1252966 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1253198.625000 Penalty: 4781.041504
	Iteration 11Q: 3 clusters Score -1253199 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1253405.750000 Penalty: 4781.041504
	Iteration 12Q: 3 clusters Score -1253406 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1253580.125000 Penalty: 4781.041504
	Iteration 13Q: 3 clusters Score -1253580 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1253714.125000 Penalty: 4781.041504
	Iteration 14Q: 3 clusters Score -1253714 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1253834.250000 Penalty: 4781.041504
	Iteration 15Q: 3 clusters Score -1253834 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1253944.250000 Penalty: 4781.041504
	Iteration 16Q: 3 clusters Score -1253944 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1254051.375000 Penalty: 4781.041504
	Iteration 17Q: 3 clusters Score -1254051 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1254150.000000 Penalty: 4781.041504
	Iteration 18Q: 3 clusters Score -1254150 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1254265.500000 Penalty: 4781.041504
	Iteration 19Q: 3 clusters Score -1254266 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1254345.625000 Penalty: 4781.041504
	Iteration 20F: 3 clusters Score -1254346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1254418.125000 Penalty: 4781.041504
	Iteration 21Q: 3 clusters Score -1254418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1254493.000000 Penalty: 4781.041504
	Iteration 22Q: 3 clusters Score -1254493 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1254558.250000 Penalty: 4781.041504
	Iteration 23Q: 3 clusters Score -1254558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1254624.000000 Penalty: 4781.041504
	Iteration 24Q: 3 clusters Score -1254624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1254674.625000 Penalty: 4781.041504
	Iteration 25Q: 3 clusters Score -1254675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1254725.500000 Penalty: 4781.041504
	Iteration 26Q: 3 clusters Score -1254726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1254756.750000 Penalty: 4781.041504
	Iteration 27Q: 3 clusters Score -1254757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1254783.125000 Penalty: 4781.041504
	Iteration 28Q: 3 clusters Score -1254783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1254795.125000 Penalty: 4781.041504
	Iteration 29Q: 3 clusters Score -1254795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1254811.875000 Penalty: 4781.041504
	Iteration 30Q: 3 clusters Score -1254812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1254829.500000 Penalty: 4781.041504
	Iteration 31Q: 3 clusters Score -1254830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1254843.000000 Penalty: 4781.041504
	Iteration 32Q: 3 clusters Score -1254843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1254859.000000 Penalty: 4781.041504
	Iteration 33Q: 3 clusters Score -1254859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1254868.375000 Penalty: 4781.041504
	Iteration 34Q: 3 clusters Score -1254868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1254877.625000 Penalty: 4781.041504
	Iteration 35Q: 3 clusters Score -1254878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1254886.250000 Penalty: 4781.041504
	Iteration 36Q: 3 clusters Score -1254886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1254896.500000 Penalty: 4781.041504
	Iteration 37Q: 3 clusters Score -1254896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1254900.000000 Penalty: 4781.041504
	Iteration 38Q: 3 clusters Score -1254900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1254908.125000 Penalty: 4781.041504
	Iteration 39Q: 3 clusters Score -1254908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1254912.750000 Penalty: 4781.041504
	Iteration 40F: 3 clusters Score -1254913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1254915.625000 Penalty: 4781.041504
	Iteration 41Q: 3 clusters Score -1254916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1254920.125000 Penalty: 4781.041504
	Iteration 42Q: 3 clusters Score -1254920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1254925.250000 Penalty: 4781.041504
	Iteration 43Q: 3 clusters Score -1254925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1254928.000000 Penalty: 4781.041504
	Iteration 44Q: 3 clusters Score -1254928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1254933.250000 Penalty: 4781.041504
	Iteration 45Q: 3 clusters Score -1254933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1254936.000000 Penalty: 4781.041504
	Iteration 46Q: 3 clusters Score -1254936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1254936.750000 Penalty: 4781.041504
	Iteration 47Q: 3 clusters Score -1254937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1254938.750000 Penalty: 4781.041504
	Iteration 48Q: 3 clusters Score -1254939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1254938.250000 Penalty: 4781.041504
	Iteration 49Q: 3 clusters Score -1254938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1254938.750000 Penalty: 4781.041504
	Iteration 50Q: 3 clusters Score -1254939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1254938.750000 Penalty: 4781.041504
	Iteration 51F: 3 clusters Score -1254939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Entering Unmasked Estep 
Score: -705531.562500 Penalty: 2244.209717
	Iteration 0F: 2 clusters Score -705531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -698811.437500 Penalty: 4488.419434
	Iteration 0F: 3 clusters Score -698811.4 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -700607.687500 Penalty: 4488.419434
	Iteration 1F: 3 clusters Score -700607.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -700835.312500 Penalty: 4488.419434
	Iteration 2F: 3 clusters Score -700835.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -701038.437500 Penalty: 4488.419434
	Iteration 3Q: 3 clusters Score -701038.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -701312.000000 Penalty: 4488.419434
	Iteration 4Q: 3 clusters Score -701312 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -701749.375000 Penalty: 4488.419434
	Iteration 5Q: 3 clusters Score -701749.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -702255.500000 Penalty: 4488.419434
	Iteration 6F: 3 clusters Score -702255.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -702747.750000 Penalty: 4488.419434
	Iteration 7F: 3 clusters Score -702747.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -703289.437500 Penalty: 4488.419434
	Iteration 8F: 3 clusters Score -703289.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -703807.500000 Penalty: 4488.419434
	Iteration 9F: 3 clusters Score -703807.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -704193.875000 Penalty: 4488.419434
	Iteration 10F: 3 clusters Score -704193.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -704459.812500 Penalty: 4488.419434
	Iteration 11Q: 3 clusters Score -704459.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -704623.687500 Penalty: 4488.419434
	Iteration 12Q: 3 clusters Score -704623.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -704747.562500 Penalty: 4488.419434
	Iteration 13Q: 3 clusters Score -704747.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -704815.250000 Penalty: 4488.419434
	Iteration 14Q: 3 clusters Score -704815.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -704855.937500 Penalty: 4488.419434
	Iteration 15Q: 3 clusters Score -704855.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -704880.875000 Penalty: 4488.419434
	Iteration 16Q: 3 clusters Score -704880.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -704900.937500 Penalty: 4488.419434
	Iteration 17Q: 3 clusters Score -704900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -704916.187500 Penalty: 4488.419434
	Iteration 18Q: 3 clusters Score -704916.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -704928.000000 Penalty: 4488.419434
	Iteration 19Q: 3 clusters Score -704928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -704934.125000 Penalty: 4488.419434
	Iteration 20F: 3 clusters Score -704934.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -704942.187500 Penalty: 4488.419434
	Iteration 21Q: 3 clusters Score -704942.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -704947.500000 Penalty: 4488.419434
	Iteration 22Q: 3 clusters Score -704947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -704950.625000 Penalty: 4488.419434
	Iteration 23Q: 3 clusters Score -704950.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -704957.500000 Penalty: 4488.419434
	Iteration 24Q: 3 clusters Score -704957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -704963.062500 Penalty: 4488.419434
	Iteration 25Q: 3 clusters Score -704963.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -704965.125000 Penalty: 4488.419434
	Iteration 26Q: 3 clusters Score -704965.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -704973.187500 Penalty: 4488.419434
	Iteration 27Q: 3 clusters Score -704973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -704973.812500 Penalty: 4488.419434
	Iteration 28Q: 3 clusters Score -704973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -704977.125000 Penalty: 4488.419434
	Iteration 29Q: 3 clusters Score -704977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -704981.312500 Penalty: 4488.419434
	Iteration 30Q: 3 clusters Score -704981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -704983.500000 Penalty: 4488.419434
	Iteration 31Q: 3 clusters Score -704983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -704986.000000 Penalty: 4488.419434
	Iteration 32Q: 3 clusters Score -704986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -704986.562500 Penalty: 4488.419434
	Iteration 33Q: 3 clusters Score -704986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -704987.500000 Penalty: 4488.419434
	Iteration 34Q: 3 clusters Score -704987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -704990.875000 Penalty: 4488.419434
	Iteration 35Q: 3 clusters Score -704990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -704993.437500 Penalty: 4488.419434
	Iteration 36Q: 3 clusters Score -704993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -704993.812500 Penalty: 4488.419434
	Iteration 37Q: 3 clusters Score -704993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -704997.062500 Penalty: 4488.419434
	Iteration 38Q: 3 clusters Score -704997.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -705004.625000 Penalty: 4488.419434
	Iteration 39Q: 3 clusters Score -705004.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -705011.250000 Penalty: 4488.419434
	Iteration 40F: 3 clusters Score -705011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -705018.500000 Penalty: 4488.419434
	Iteration 41Q: 3 clusters Score -705018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -705024.000000 Penalty: 4488.419434
	Iteration 42Q: 3 clusters Score -705024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -705027.812500 Penalty: 4488.419434
	Iteration 43Q: 3 clusters Score -705027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -705030.437500 Penalty: 4488.419434
	Iteration 44Q: 3 clusters Score -705030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -705031.187500 Penalty: 4488.419434
	Iteration 45Q: 3 clusters Score -705031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -705032.562500 Penalty: 4488.419434
	Iteration 46Q: 3 clusters Score -705032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -705037.125000 Penalty: 4488.419434
	Iteration 47Q: 3 clusters Score -705037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -705039.750000 Penalty: 4488.419434
	Iteration 48Q: 3 clusters Score -705039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -705046.562500 Penalty: 4488.419434
	Iteration 49Q: 3 clusters Score -705046.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -705056.312500 Penalty: 4488.419434
	Iteration 50Q: 3 clusters Score -705056.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -705074.125000 Penalty: 4488.419434
	Iteration 51Q: 3 clusters Score -705074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -705086.875000 Penalty: 4488.419434
	Iteration 52Q: 3 clusters Score -705086.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -705092.812500 Penalty: 4488.419434
	Iteration 53Q: 3 clusters Score -705092.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -705101.875000 Penalty: 4488.419434
	Iteration 54Q: 3 clusters Score -705101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -705110.437500 Penalty: 4488.419434
	Iteration 55Q: 3 clusters Score -705110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -705114.437500 Penalty: 4488.419434
	Iteration 56Q: 3 clusters Score -705114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -705120.000000 Penalty: 4488.419434
	Iteration 57Q: 3 clusters Score -705120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -705121.937500 Penalty: 4488.419434
	Iteration 58Q: 3 clusters Score -705121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -705126.750000 Penalty: 4488.419434
	Iteration 59Q: 3 clusters Score -705126.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -705137.125000 Penalty: 4488.419434
	Iteration 60F: 3 clusters Score -705137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -705148.125000 Penalty: 4488.419434
	Iteration 61Q: 3 clusters Score -705148.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -705155.250000 Penalty: 4488.419434
	Iteration 62Q: 3 clusters Score -705155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -705162.250000 Penalty: 4488.419434
	Iteration 63Q: 3 clusters Score -705162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -705165.062500 Penalty: 4488.419434
	Iteration 64Q: 3 clusters Score -705165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -705166.312500 Penalty: 4488.419434
	Iteration 65Q: 3 clusters Score -705166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -705166.625000 Penalty: 4488.419434
	Iteration 66Q: 3 clusters Score -705166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -705170.500000 Penalty: 4488.419434
	Iteration 67Q: 3 clusters Score -705170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -705175.375000 Penalty: 4488.419434
	Iteration 68Q: 3 clusters Score -705175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -705178.625000 Penalty: 4488.419434
	Iteration 69Q: 3 clusters Score -705178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -705185.437500 Penalty: 4488.419434
	Iteration 70Q: 3 clusters Score -705185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -705190.000000 Penalty: 4488.419434
	Iteration 71Q: 3 clusters Score -705190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -705194.625000 Penalty: 4488.419434
	Iteration 72Q: 3 clusters Score -705194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -705198.062500 Penalty: 4488.419434
	Iteration 73Q: 3 clusters Score -705198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -705198.375000 Penalty: 4488.419434
	Iteration 74Q: 3 clusters Score -705198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -705199.000000 Penalty: 4488.419434
	Iteration 75Q: 3 clusters Score -705199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -705199.000000 Penalty: 4488.419434
	Iteration 76F: 3 clusters Score -705199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -141497.125000 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -141497.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -138870.625000 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -138870.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -139435.234375 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -139435.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -139707.078125 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -139707.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -140043.406250 Penalty: 3806.149170
	Iteration 3F: 3 clusters Score -140043.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -140324.812500 Penalty: 3806.149170
	Iteration 4F: 3 clusters Score -140324.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -140526.500000 Penalty: 3806.149170
	Iteration 5F: 3 clusters Score -140526.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -140695.750000 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -140695.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -140809.328125 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -140809.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140901.156250 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -140901.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -141004.890625 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -141004.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -141080.078125 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -141080.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -141160.093750 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -141160.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -141237.796875 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -141237.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -141312.859375 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -141312.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -141384.187500 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -141384.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141458.062500 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -141458.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -141526.078125 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -141526.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -141586.500000 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -141586.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -141614.828125 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -141614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141653.656250 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -141653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141681.703125 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -141681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141694.921875 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -141694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -141705.218750 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -141705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -141711.812500 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -141711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -141728.531250 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -141728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141759.531250 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -141759.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141782.781250 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -141782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141797.890625 Penalty: 3806.149170
	Iteration 27Q: 3 clusters Score -141797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141812.281250 Penalty: 3806.149170
	Iteration 28Q: 3 clusters Score -141812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141827.078125 Penalty: 3806.149170
	Iteration 29Q: 3 clusters Score -141827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141849.343750 Penalty: 3806.149170
	Iteration 30Q: 3 clusters Score -141849.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141895.500000 Penalty: 3806.149170
	Iteration 31Q: 3 clusters Score -141895.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141933.437500 Penalty: 3806.149170
	Iteration 32Q: 3 clusters Score -141933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -141996.171875 Penalty: 3806.149170
	Iteration 33Q: 3 clusters Score -141996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -142102.328125 Penalty: 3806.149170
	Iteration 34Q: 3 clusters Score -142102.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -142169.218750 Penalty: 3806.149170
	Iteration 35Q: 3 clusters Score -142169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142200.390625 Penalty: 3806.149170
	Iteration 36Q: 3 clusters Score -142200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -142232.640625 Penalty: 3806.149170
	Iteration 37Q: 3 clusters Score -142232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -142256.515625 Penalty: 3806.149170
	Iteration 38Q: 3 clusters Score -142256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -142287.343750 Penalty: 3806.149170
	Iteration 39Q: 3 clusters Score -142287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -142324.968750 Penalty: 3806.149170
	Iteration 40F: 3 clusters Score -142325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -142365.562500 Penalty: 3806.149170
	Iteration 41Q: 3 clusters Score -142365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -142379.203125 Penalty: 3806.149170
	Iteration 42Q: 3 clusters Score -142379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -142383.031250 Penalty: 3806.149170
	Iteration 43Q: 3 clusters Score -142383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -142385.796875 Penalty: 3806.149170
	Iteration 44Q: 3 clusters Score -142385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -142389.234375 Penalty: 3806.149170
	Iteration 45Q: 3 clusters Score -142389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -142391.781250 Penalty: 3806.149170
	Iteration 46Q: 3 clusters Score -142391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -142395.390625 Penalty: 3806.149170
	Iteration 47Q: 3 clusters Score -142395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -142398.921875 Penalty: 3806.149170
	Iteration 48Q: 3 clusters Score -142398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -142403.375000 Penalty: 3806.149170
	Iteration 49Q: 3 clusters Score -142403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -142403.375000 Penalty: 3806.149170
	Iteration 50F: 3 clusters Score -142403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39675 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 1805 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 38491 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57506 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13247 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23835 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 21124 members 
Mstep: Class 49 contains 4035 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 4891 members 
Mstep: Class 54 contains 346 members 
Entering Unmasked Estep 
Score: -51169948.000000 Penalty: 179406.406250
Splitting cluster 10 changes total score from -51170444.000000 to -51169948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -508292.593750 Penalty: 2196.522705
	Iteration 0F: 2 clusters Score -508292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -502545.750000 Penalty: 4393.045410
	Iteration 0F: 3 clusters Score -502545.8 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -504239.781250 Penalty: 4393.045410
	Iteration 1F: 3 clusters Score -504239.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -504679.531250 Penalty: 4393.045410
	Iteration 2F: 3 clusters Score -504679.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -505014.375000 Penalty: 4393.045410
	Iteration 3F: 3 clusters Score -505014.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -505236.593750 Penalty: 4393.045410
	Iteration 4Q: 3 clusters Score -505236.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -505396.375000 Penalty: 4393.045410
	Iteration 5Q: 3 clusters Score -505396.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -505525.125000 Penalty: 4393.045410
	Iteration 6Q: 3 clusters Score -505525.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -505628.750000 Penalty: 4393.045410
	Iteration 7Q: 3 clusters Score -505628.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -505712.625000 Penalty: 4393.045410
	Iteration 8Q: 3 clusters Score -505712.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -505785.406250 Penalty: 4393.045410
	Iteration 9Q: 3 clusters Score -505785.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -505862.750000 Penalty: 4393.045410
	Iteration 10Q: 3 clusters Score -505862.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -505931.125000 Penalty: 4393.045410
	Iteration 11Q: 3 clusters Score -505931.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -505990.000000 Penalty: 4393.045410
	Iteration 12Q: 3 clusters Score -505990 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -506045.937500 Penalty: 4393.045410
	Iteration 13Q: 3 clusters Score -506045.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -506100.375000 Penalty: 4393.045410
	Iteration 14Q: 3 clusters Score -506100.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -506148.750000 Penalty: 4393.045410
	Iteration 15Q: 3 clusters Score -506148.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -506194.281250 Penalty: 4393.045410
	Iteration 16Q: 3 clusters Score -506194.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -506232.718750 Penalty: 4393.045410
	Iteration 17Q: 3 clusters Score -506232.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -506266.593750 Penalty: 4393.045410
	Iteration 18Q: 3 clusters Score -506266.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -506302.406250 Penalty: 4393.045410
	Iteration 19Q: 3 clusters Score -506302.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -506341.625000 Penalty: 4393.045410
	Iteration 20F: 3 clusters Score -506341.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -506381.781250 Penalty: 4393.045410
	Iteration 21Q: 3 clusters Score -506381.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -506416.562500 Penalty: 4393.045410
	Iteration 22Q: 3 clusters Score -506416.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -506450.156250 Penalty: 4393.045410
	Iteration 23Q: 3 clusters Score -506450.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -506482.312500 Penalty: 4393.045410
	Iteration 24Q: 3 clusters Score -506482.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -506524.500000 Penalty: 4393.045410
	Iteration 25Q: 3 clusters Score -506524.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -506580.218750 Penalty: 4393.045410
	Iteration 26Q: 3 clusters Score -506580.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -506666.968750 Penalty: 4393.045410
	Iteration 27Q: 3 clusters Score -506667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -506791.750000 Penalty: 4393.045410
	Iteration 28Q: 3 clusters Score -506791.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -506952.906250 Penalty: 4393.045410
	Iteration 29Q: 3 clusters Score -506952.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -507106.406250 Penalty: 4393.045410
	Iteration 30Q: 3 clusters Score -507106.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -507240.312500 Penalty: 4393.045410
	Iteration 31Q: 3 clusters Score -507240.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -507382.218750 Penalty: 4393.045410
	Iteration 32Q: 3 clusters Score -507382.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -507518.000000 Penalty: 4393.045410
	Iteration 33Q: 3 clusters Score -507518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -507639.843750 Penalty: 4393.045410
	Iteration 34Q: 3 clusters Score -507639.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -507773.781250 Penalty: 4393.045410
	Iteration 35Q: 3 clusters Score -507773.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -507941.781250 Penalty: 4393.045410
	Iteration 36Q: 3 clusters Score -507941.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -508065.125000 Penalty: 4393.045410
	Iteration 37Q: 3 clusters Score -508065.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -508184.281250 Penalty: 4393.045410
	Iteration 38Q: 3 clusters Score -508184.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -508283.250000 Penalty: 4393.045410
	Iteration 39Q: 3 clusters Score -508283.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -508370.468750 Penalty: 4393.045410
	Iteration 40F: 3 clusters Score -508370.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -508455.218750 Penalty: 4393.045410
	Iteration 41Q: 3 clusters Score -508455.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -508549.468750 Penalty: 4393.045410
	Iteration 42Q: 3 clusters Score -508549.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -508616.312500 Penalty: 4393.045410
	Iteration 43Q: 3 clusters Score -508616.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -508656.343750 Penalty: 4393.045410
	Iteration 44Q: 3 clusters Score -508656.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -508671.968750 Penalty: 4393.045410
	Iteration 45Q: 3 clusters Score -508672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -508681.500000 Penalty: 4393.045410
	Iteration 46Q: 3 clusters Score -508681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -508683.437500 Penalty: 4393.045410
	Iteration 47Q: 3 clusters Score -508683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -508685.531250 Penalty: 4393.045410
	Iteration 48Q: 3 clusters Score -508685.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -508687.343750 Penalty: 4393.045410
	Iteration 49Q: 3 clusters Score -508687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -508687.343750 Penalty: 4393.045410
	Iteration 50F: 3 clusters Score -508687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39675 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 38491 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57506 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13247 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23835 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 21124 members 
Mstep: Class 49 contains 4035 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 4891 members 
Mstep: Class 54 contains 743 members 
Entering Unmasked Estep 
Score: -51169760.000000 Penalty: 179406.406250
Splitting cluster 11 changes total score from -51170444.000000 to -51169760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -228936.093750 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -228936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -225782.953125 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -225783 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -226405.843750 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -226405.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -226619.796875 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -226619.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -226813.796875 Penalty: 3949.185303
	Iteration 3F: 3 clusters Score -226813.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -227026.734375 Penalty: 3949.185303
	Iteration 4F: 3 clusters Score -227026.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -227276.953125 Penalty: 3949.185303
	Iteration 5F: 3 clusters Score -227277 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -227487.234375 Penalty: 3949.185303
	Iteration 6F: 3 clusters Score -227487.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227675.625000 Penalty: 3949.185303
	Iteration 7F: 3 clusters Score -227675.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227793.515625 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -227793.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -227861.265625 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -227861.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -227906.781250 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -227906.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -227927.296875 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -227927.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -227937.781250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -227937.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -227948.328125 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -227948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -227950.765625 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -227950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227952.625000 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -227952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -227955.046875 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -227955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -227957.296875 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -227957.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -227959.703125 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -227959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -227960.015625 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -227960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -227960.296875 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -227960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -753847.125000 Penalty: 2262.648682
	Iteration 0F: 2 clusters Score -753847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -746683.937500 Penalty: 4525.297363
	Iteration 0F: 3 clusters Score -746683.9 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -748675.125000 Penalty: 4525.297363
	Iteration 1F: 3 clusters Score -748675.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -748975.750000 Penalty: 4525.297363
	Iteration 2F: 3 clusters Score -748975.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -749187.000000 Penalty: 4525.297363
	Iteration 3F: 3 clusters Score -749187 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -749361.187500 Penalty: 4525.297363
	Iteration 4Q: 3 clusters Score -749361.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -749532.312500 Penalty: 4525.297363
	Iteration 5Q: 3 clusters Score -749532.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -749686.125000 Penalty: 4525.297363
	Iteration 6Q: 3 clusters Score -749686.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -749853.562500 Penalty: 4525.297363
	Iteration 7Q: 3 clusters Score -749853.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -750018.687500 Penalty: 4525.297363
	Iteration 8Q: 3 clusters Score -750018.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -750212.687500 Penalty: 4525.297363
	Iteration 9Q: 3 clusters Score -750212.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -750426.312500 Penalty: 4525.297363
	Iteration 10Q: 3 clusters Score -750426.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -750718.562500 Penalty: 4525.297363
	Iteration 11Q: 3 clusters Score -750718.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -751046.812500 Penalty: 4525.297363
	Iteration 12Q: 3 clusters Score -751046.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -751407.812500 Penalty: 4525.297363
	Iteration 13Q: 3 clusters Score -751407.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -751784.875000 Penalty: 4525.297363
	Iteration 14Q: 3 clusters Score -751784.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -752107.500000 Penalty: 4525.297363
	Iteration 15Q: 3 clusters Score -752107.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -752335.437500 Penalty: 4525.297363
	Iteration 16Q: 3 clusters Score -752335.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -752485.312500 Penalty: 4525.297363
	Iteration 17Q: 3 clusters Score -752485.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -752556.250000 Penalty: 4525.297363
	Iteration 18Q: 3 clusters Score -752556.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -752598.437500 Penalty: 4525.297363
	Iteration 19Q: 3 clusters Score -752598.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -752626.937500 Penalty: 4525.297363
	Iteration 20F: 3 clusters Score -752626.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -752643.875000 Penalty: 4525.297363
	Iteration 21Q: 3 clusters Score -752643.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -752652.062500 Penalty: 4525.297363
	Iteration 22Q: 3 clusters Score -752652.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -752659.125000 Penalty: 4525.297363
	Iteration 23Q: 3 clusters Score -752659.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -752665.000000 Penalty: 4525.297363
	Iteration 24Q: 3 clusters Score -752665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -752668.812500 Penalty: 4525.297363
	Iteration 25Q: 3 clusters Score -752668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -752668.437500 Penalty: 4525.297363
	Iteration 26Q: 3 clusters Score -752668.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -752670.750000 Penalty: 4525.297363
	Iteration 27Q: 3 clusters Score -752670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -752671.875000 Penalty: 4525.297363
	Iteration 28Q: 3 clusters Score -752671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -752671.750000 Penalty: 4525.297363
	Iteration 29Q: 3 clusters Score -752671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -752671.750000 Penalty: 4525.297363
	Iteration 30F: 3 clusters Score -752671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -764645.750000 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -764645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -757693.875000 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -757693.9 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -759723.187500 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -759723.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -760162.375000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -760162.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -760559.312500 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -760559.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -760928.812500 Penalty: 4508.964844
	Iteration 4F: 3 clusters Score -760928.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -761257.062500 Penalty: 4508.964844
	Iteration 5F: 3 clusters Score -761257.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -761539.187500 Penalty: 4508.964844
	Iteration 6F: 3 clusters Score -761539.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -761752.125000 Penalty: 4508.964844
	Iteration 7Q: 3 clusters Score -761752.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -761913.062500 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -761913.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -762050.687500 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -762050.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -762155.500000 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -762155.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -762225.250000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -762225.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -762277.875000 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -762277.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -762315.812500 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -762315.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -762342.875000 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -762342.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -762365.125000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -762365.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -762382.437500 Penalty: 4508.964844
	Iteration 16Q: 3 clusters Score -762382.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -762399.750000 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -762399.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -762415.062500 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -762415.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -762431.500000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -762431.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -762442.937500 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -762442.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -762451.375000 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -762451.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -762459.937500 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -762459.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -762468.062500 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -762468.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -762480.687500 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -762480.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -762498.375000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -762498.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -762508.937500 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -762508.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -762519.000000 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -762519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -762525.312500 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -762525.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -762536.687500 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -762536.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -762546.562500 Penalty: 4508.964844
	Iteration 30Q: 3 clusters Score -762546.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -762556.125000 Penalty: 4508.964844
	Iteration 31Q: 3 clusters Score -762556.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -762569.812500 Penalty: 4508.964844
	Iteration 32Q: 3 clusters Score -762569.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -762579.062500 Penalty: 4508.964844
	Iteration 33Q: 3 clusters Score -762579.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -762584.562500 Penalty: 4508.964844
	Iteration 34Q: 3 clusters Score -762584.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -762591.875000 Penalty: 4508.964844
	Iteration 35Q: 3 clusters Score -762591.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -762597.875000 Penalty: 4508.964844
	Iteration 36Q: 3 clusters Score -762597.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -762605.562500 Penalty: 4508.964844
	Iteration 37Q: 3 clusters Score -762605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -762611.375000 Penalty: 4508.964844
	Iteration 38Q: 3 clusters Score -762611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -762614.750000 Penalty: 4508.964844
	Iteration 39Q: 3 clusters Score -762614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -762617.000000 Penalty: 4508.964844
	Iteration 40F: 3 clusters Score -762617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -762619.437500 Penalty: 4508.964844
	Iteration 41Q: 3 clusters Score -762619.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -762625.187500 Penalty: 4508.964844
	Iteration 42Q: 3 clusters Score -762625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -762628.250000 Penalty: 4508.964844
	Iteration 43Q: 3 clusters Score -762628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -762631.500000 Penalty: 4508.964844
	Iteration 44Q: 3 clusters Score -762631.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -762637.250000 Penalty: 4508.964844
	Iteration 45Q: 3 clusters Score -762637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -762639.437500 Penalty: 4508.964844
	Iteration 46Q: 3 clusters Score -762639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -762642.437500 Penalty: 4508.964844
	Iteration 47Q: 3 clusters Score -762642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -762645.437500 Penalty: 4508.964844
	Iteration 48Q: 3 clusters Score -762645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -762645.937500 Penalty: 4508.964844
	Iteration 49Q: 3 clusters Score -762645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -762647.562500 Penalty: 4508.964844
	Iteration 50Q: 3 clusters Score -762647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -762652.125000 Penalty: 4508.964844
	Iteration 51Q: 3 clusters Score -762652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -762651.562500 Penalty: 4508.964844
	Iteration 52Q: 3 clusters Score -762651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -762653.312500 Penalty: 4508.964844
	Iteration 53Q: 3 clusters Score -762653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -762655.187500 Penalty: 4508.964844
	Iteration 54Q: 3 clusters Score -762655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -762656.000000 Penalty: 4508.964844
	Iteration 55Q: 3 clusters Score -762656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -762656.937500 Penalty: 4508.964844
	Iteration 56Q: 3 clusters Score -762656.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -762659.625000 Penalty: 4508.964844
	Iteration 57Q: 3 clusters Score -762659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -762659.062500 Penalty: 4508.964844
	Iteration 58Q: 3 clusters Score -762659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -762660.000000 Penalty: 4508.964844
	Iteration 59Q: 3 clusters Score -762660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -762663.062500 Penalty: 4508.964844
	Iteration 60F: 3 clusters Score -762663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -762662.625000 Penalty: 4508.964844
	Iteration 61Q: 3 clusters Score -762662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -762664.125000 Penalty: 4508.964844
	Iteration 62Q: 3 clusters Score -762664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -762664.312500 Penalty: 4508.964844
	Iteration 63Q: 3 clusters Score -762664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -762663.437500 Penalty: 4508.964844
	Iteration 64Q: 3 clusters Score -762663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -762664.187500 Penalty: 4508.964844
	Iteration 65Q: 3 clusters Score -762664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -762664.437500 Penalty: 4508.964844
	Iteration 66Q: 3 clusters Score -762664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -762664.687500 Penalty: 4508.964844
	Iteration 67Q: 3 clusters Score -762664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -762666.625000 Penalty: 4508.964844
	Iteration 68Q: 3 clusters Score -762666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -762668.562500 Penalty: 4508.964844
	Iteration 69Q: 3 clusters Score -762668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -762669.187500 Penalty: 4508.964844
	Iteration 70Q: 3 clusters Score -762669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -762670.000000 Penalty: 4508.964844
	Iteration 71Q: 3 clusters Score -762670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -762670.000000 Penalty: 4508.964844
	Iteration 72F: 3 clusters Score -762670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Entering Unmasked Estep 
Score: -179448.468750 Penalty: 1916.319458
	Iteration 0F: 2 clusters Score -179448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -176638.281250 Penalty: 3832.638916
	Iteration 0F: 3 clusters Score -176638.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -177193.656250 Penalty: 3832.638916
	Iteration 1F: 3 clusters Score -177193.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -177336.406250 Penalty: 3832.638916
	Iteration 2F: 3 clusters Score -177336.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -177417.093750 Penalty: 3832.638916
	Iteration 3Q: 3 clusters Score -177417.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -177489.390625 Penalty: 3832.638916
	Iteration 4Q: 3 clusters Score -177489.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -177532.765625 Penalty: 3832.638916
	Iteration 5Q: 3 clusters Score -177532.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -177569.265625 Penalty: 3832.638916
	Iteration 6Q: 3 clusters Score -177569.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -177614.734375 Penalty: 3832.638916
	Iteration 7Q: 3 clusters Score -177614.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -177648.875000 Penalty: 3832.638916
	Iteration 8Q: 3 clusters Score -177648.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -177688.937500 Penalty: 3832.638916
	Iteration 9Q: 3 clusters Score -177688.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -177752.421875 Penalty: 3832.638916
	Iteration 10Q: 3 clusters Score -177752.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -177828.437500 Penalty: 3832.638916
	Iteration 11Q: 3 clusters Score -177828.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -177899.421875 Penalty: 3832.638916
	Iteration 12Q: 3 clusters Score -177899.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -177971.125000 Penalty: 3832.638916
	Iteration 13Q: 3 clusters Score -177971.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -178069.968750 Penalty: 3832.638916
	Iteration 14Q: 3 clusters Score -178070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -178155.156250 Penalty: 3832.638916
	Iteration 15Q: 3 clusters Score -178155.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -178199.546875 Penalty: 3832.638916
	Iteration 16Q: 3 clusters Score -178199.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -178236.953125 Penalty: 3832.638916
	Iteration 17Q: 3 clusters Score -178237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -178272.546875 Penalty: 3832.638916
	Iteration 18Q: 3 clusters Score -178272.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -178281.015625 Penalty: 3832.638916
	Iteration 19Q: 3 clusters Score -178281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -178287.281250 Penalty: 3832.638916
	Iteration 20F: 3 clusters Score -178287.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -178295.390625 Penalty: 3832.638916
	Iteration 21Q: 3 clusters Score -178295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -178306.437500 Penalty: 3832.638916
	Iteration 22Q: 3 clusters Score -178306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -178315.609375 Penalty: 3832.638916
	Iteration 23Q: 3 clusters Score -178315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -178322.078125 Penalty: 3832.638916
	Iteration 24Q: 3 clusters Score -178322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -178325.109375 Penalty: 3832.638916
	Iteration 25Q: 3 clusters Score -178325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -178327.937500 Penalty: 3832.638916
	Iteration 26Q: 3 clusters Score -178327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -178332.125000 Penalty: 3832.638916
	Iteration 27Q: 3 clusters Score -178332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -178334.421875 Penalty: 3832.638916
	Iteration 28Q: 3 clusters Score -178334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -178337.812500 Penalty: 3832.638916
	Iteration 29Q: 3 clusters Score -178337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -178341.218750 Penalty: 3832.638916
	Iteration 30Q: 3 clusters Score -178341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -178342.937500 Penalty: 3832.638916
	Iteration 31Q: 3 clusters Score -178342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -178344.343750 Penalty: 3832.638916
	Iteration 32Q: 3 clusters Score -178344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -178345.093750 Penalty: 3832.638916
	Iteration 33Q: 3 clusters Score -178345.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -178348.500000 Penalty: 3832.638916
	Iteration 34Q: 3 clusters Score -178348.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -178348.984375 Penalty: 3832.638916
	Iteration 35Q: 3 clusters Score -178349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -178349.437500 Penalty: 3832.638916
	Iteration 36Q: 3 clusters Score -178349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -178349.437500 Penalty: 3832.638916
	Iteration 37F: 3 clusters Score -178349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -1804896.750000 Penalty: 2481.073242
	Iteration 0F: 2 clusters Score -1804897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1789658.125000 Penalty: 4962.146484
	Iteration 0F: 3 clusters Score -1789658 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1794921.500000 Penalty: 4962.146484
	Iteration 1F: 3 clusters Score -1794922 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1795574.000000 Penalty: 4962.146484
	Iteration 2F: 3 clusters Score -1795574 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1796327.750000 Penalty: 4962.146484
	Iteration 3F: 3 clusters Score -1796328 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1797228.125000 Penalty: 4962.146484
	Iteration 4F: 3 clusters Score -1797228 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1798163.000000 Penalty: 4962.146484
	Iteration 5F: 3 clusters Score -1798163 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1798984.125000 Penalty: 4962.146484
	Iteration 6F: 3 clusters Score -1798984 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1799575.875000 Penalty: 4962.146484
	Iteration 7F: 3 clusters Score -1799576 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1800061.375000 Penalty: 4962.146484
	Iteration 8Q: 3 clusters Score -1800061 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1800517.250000 Penalty: 4962.146484
	Iteration 9Q: 3 clusters Score -1800517 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1800933.250000 Penalty: 4962.146484
	Iteration 10Q: 3 clusters Score -1800933 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1801280.125000 Penalty: 4962.146484
	Iteration 11Q: 3 clusters Score -1801280 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1801537.250000 Penalty: 4962.146484
	Iteration 12Q: 3 clusters Score -1801537 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1801706.375000 Penalty: 4962.146484
	Iteration 13Q: 3 clusters Score -1801706 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1801821.375000 Penalty: 4962.146484
	Iteration 14Q: 3 clusters Score -1801821 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1801897.125000 Penalty: 4962.146484
	Iteration 15Q: 3 clusters Score -1801897 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1801949.000000 Penalty: 4962.146484
	Iteration 16Q: 3 clusters Score -1801949 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1802004.250000 Penalty: 4962.146484
	Iteration 17Q: 3 clusters Score -1802004 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1802041.250000 Penalty: 4962.146484
	Iteration 18Q: 3 clusters Score -1802041 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1802089.125000 Penalty: 4962.146484
	Iteration 19Q: 3 clusters Score -1802089 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1802123.875000 Penalty: 4962.146484
	Iteration 20F: 3 clusters Score -1802124 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1802152.625000 Penalty: 4962.146484
	Iteration 21Q: 3 clusters Score -1802153 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1802187.375000 Penalty: 4962.146484
	Iteration 22Q: 3 clusters Score -1802187 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1802198.375000 Penalty: 4962.146484
	Iteration 23Q: 3 clusters Score -1802198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1802228.875000 Penalty: 4962.146484
	Iteration 24Q: 3 clusters Score -1802229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1802246.125000 Penalty: 4962.146484
	Iteration 25Q: 3 clusters Score -1802246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1802265.625000 Penalty: 4962.146484
	Iteration 26Q: 3 clusters Score -1802266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1802286.375000 Penalty: 4962.146484
	Iteration 27Q: 3 clusters Score -1802286 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1802300.500000 Penalty: 4962.146484
	Iteration 28Q: 3 clusters Score -1802300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1802310.500000 Penalty: 4962.146484
	Iteration 29Q: 3 clusters Score -1802310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1802321.500000 Penalty: 4962.146484
	Iteration 30Q: 3 clusters Score -1802322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1802340.000000 Penalty: 4962.146484
	Iteration 31Q: 3 clusters Score -1802340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1802345.875000 Penalty: 4962.146484
	Iteration 32Q: 3 clusters Score -1802346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1802351.250000 Penalty: 4962.146484
	Iteration 33Q: 3 clusters Score -1802351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1802366.875000 Penalty: 4962.146484
	Iteration 34Q: 3 clusters Score -1802367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1802376.875000 Penalty: 4962.146484
	Iteration 35Q: 3 clusters Score -1802377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1802408.000000 Penalty: 4962.146484
	Iteration 36Q: 3 clusters Score -1802408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1802418.125000 Penalty: 4962.146484
	Iteration 37Q: 3 clusters Score -1802418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1802423.750000 Penalty: 4962.146484
	Iteration 38Q: 3 clusters Score -1802424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1802436.875000 Penalty: 4962.146484
	Iteration 39Q: 3 clusters Score -1802437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1802454.375000 Penalty: 4962.146484
	Iteration 40F: 3 clusters Score -1802454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1802469.500000 Penalty: 4962.146484
	Iteration 41Q: 3 clusters Score -1802470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1802480.250000 Penalty: 4962.146484
	Iteration 42Q: 3 clusters Score -1802480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1802490.625000 Penalty: 4962.146484
	Iteration 43Q: 3 clusters Score -1802491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1802493.750000 Penalty: 4962.146484
	Iteration 44Q: 3 clusters Score -1802494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1802505.875000 Penalty: 4962.146484
	Iteration 45Q: 3 clusters Score -1802506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1802511.125000 Penalty: 4962.146484
	Iteration 46Q: 3 clusters Score -1802511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1802520.625000 Penalty: 4962.146484
	Iteration 47Q: 3 clusters Score -1802521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1802530.250000 Penalty: 4962.146484
	Iteration 48Q: 3 clusters Score -1802530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1802529.750000 Penalty: 4962.146484
	Iteration 49Q: 3 clusters Score -1802530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1802542.375000 Penalty: 4962.146484
	Iteration 50Q: 3 clusters Score -1802542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1802545.375000 Penalty: 4962.146484
	Iteration 51Q: 3 clusters Score -1802545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1802544.125000 Penalty: 4962.146484
	Iteration 52Q: 3 clusters Score -1802544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1802544.375000 Penalty: 4962.146484
	Iteration 53Q: 3 clusters Score -1802544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1802547.875000 Penalty: 4962.146484
	Iteration 54Q: 3 clusters Score -1802548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1802551.625000 Penalty: 4962.146484
	Iteration 55Q: 3 clusters Score -1802552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1802564.750000 Penalty: 4962.146484
	Iteration 56Q: 3 clusters Score -1802565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1802559.750000 Penalty: 4962.146484
	Iteration 57Q: 3 clusters Score -1802560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1802558.500000 Penalty: 4962.146484
	Iteration 58Q: 3 clusters Score -1802558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1802562.625000 Penalty: 4962.146484
	Iteration 59Q: 3 clusters Score -1802563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1802562.250000 Penalty: 4962.146484
	Iteration 60F: 3 clusters Score -1802562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1802564.750000 Penalty: 4962.146484
	Iteration 61Q: 3 clusters Score -1802565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1802565.000000 Penalty: 4962.146484
	Iteration 62Q: 3 clusters Score -1802565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1802566.250000 Penalty: 4962.146484
	Iteration 63Q: 3 clusters Score -1802566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1802567.500000 Penalty: 4962.146484
	Iteration 64Q: 3 clusters Score -1802568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1802568.000000 Penalty: 4962.146484
	Iteration 65Q: 3 clusters Score -1802568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1802568.875000 Penalty: 4962.146484
	Iteration 66Q: 3 clusters Score -1802569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1802566.625000 Penalty: 4962.146484
	Iteration 67Q: 3 clusters Score -1802567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1802567.250000 Penalty: 4962.146484
	Iteration 68Q: 3 clusters Score -1802567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1802563.875000 Penalty: 4962.146484
	Iteration 69Q: 3 clusters Score -1802564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1802565.625000 Penalty: 4962.146484
	Iteration 70Q: 3 clusters Score -1802566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1802561.375000 Penalty: 4962.146484
	Iteration 71Q: 3 clusters Score -1802561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1802564.500000 Penalty: 4962.146484
	Iteration 72Q: 3 clusters Score -1802564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1802564.500000 Penalty: 4962.146484
	Iteration 73F: 3 clusters Score -1802564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Entering Unmasked Estep 
Score: -456696.625000 Penalty: 2144.192627
	Iteration 0F: 2 clusters Score -456696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -451748.500000 Penalty: 4288.385254
	Iteration 0F: 3 clusters Score -451748.5 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -452978.250000 Penalty: 4288.385254
	Iteration 1F: 3 clusters Score -452978.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -453211.093750 Penalty: 4288.385254
	Iteration 2F: 3 clusters Score -453211.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -453359.062500 Penalty: 4288.385254
	Iteration 3F: 3 clusters Score -453359.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -453445.187500 Penalty: 4288.385254
	Iteration 4Q: 3 clusters Score -453445.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -453512.093750 Penalty: 4288.385254
	Iteration 5Q: 3 clusters Score -453512.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -453561.531250 Penalty: 4288.385254
	Iteration 6Q: 3 clusters Score -453561.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -453597.906250 Penalty: 4288.385254
	Iteration 7Q: 3 clusters Score -453597.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -453631.343750 Penalty: 4288.385254
	Iteration 8Q: 3 clusters Score -453631.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -453659.218750 Penalty: 4288.385254
	Iteration 9Q: 3 clusters Score -453659.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -453683.781250 Penalty: 4288.385254
	Iteration 10Q: 3 clusters Score -453683.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -453696.156250 Penalty: 4288.385254
	Iteration 11Q: 3 clusters Score -453696.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -453713.718750 Penalty: 4288.385254
	Iteration 12Q: 3 clusters Score -453713.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -453727.937500 Penalty: 4288.385254
	Iteration 13Q: 3 clusters Score -453727.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -453739.187500 Penalty: 4288.385254
	Iteration 14Q: 3 clusters Score -453739.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -453744.625000 Penalty: 4288.385254
	Iteration 15Q: 3 clusters Score -453744.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -453747.062500 Penalty: 4288.385254
	Iteration 16Q: 3 clusters Score -453747.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -453750.593750 Penalty: 4288.385254
	Iteration 17Q: 3 clusters Score -453750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -453753.937500 Penalty: 4288.385254
	Iteration 18Q: 3 clusters Score -453753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -453759.218750 Penalty: 4288.385254
	Iteration 19Q: 3 clusters Score -453759.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -453770.562500 Penalty: 4288.385254
	Iteration 20F: 3 clusters Score -453770.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -453784.500000 Penalty: 4288.385254
	Iteration 21Q: 3 clusters Score -453784.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -453793.687500 Penalty: 4288.385254
	Iteration 22Q: 3 clusters Score -453793.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -453801.500000 Penalty: 4288.385254
	Iteration 23Q: 3 clusters Score -453801.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -453808.375000 Penalty: 4288.385254
	Iteration 24Q: 3 clusters Score -453808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -453811.250000 Penalty: 4288.385254
	Iteration 25Q: 3 clusters Score -453811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -453813.187500 Penalty: 4288.385254
	Iteration 26Q: 3 clusters Score -453813.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -453816.718750 Penalty: 4288.385254
	Iteration 27Q: 3 clusters Score -453816.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -453818.562500 Penalty: 4288.385254
	Iteration 28Q: 3 clusters Score -453818.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -453819.843750 Penalty: 4288.385254
	Iteration 29Q: 3 clusters Score -453819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -453821.562500 Penalty: 4288.385254
	Iteration 30Q: 3 clusters Score -453821.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -453824.000000 Penalty: 4288.385254
	Iteration 31Q: 3 clusters Score -453824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -453825.437500 Penalty: 4288.385254
	Iteration 32Q: 3 clusters Score -453825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -453826.187500 Penalty: 4288.385254
	Iteration 33Q: 3 clusters Score -453826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -453827.312500 Penalty: 4288.385254
	Iteration 34Q: 3 clusters Score -453827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -453829.031250 Penalty: 4288.385254
	Iteration 35Q: 3 clusters Score -453829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -453830.437500 Penalty: 4288.385254
	Iteration 36Q: 3 clusters Score -453830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -453832.250000 Penalty: 4288.385254
	Iteration 37Q: 3 clusters Score -453832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -453833.031250 Penalty: 4288.385254
	Iteration 38Q: 3 clusters Score -453833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -453833.781250 Penalty: 4288.385254
	Iteration 39Q: 3 clusters Score -453833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -453835.062500 Penalty: 4288.385254
	Iteration 40F: 3 clusters Score -453835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -453836.343750 Penalty: 4288.385254
	Iteration 41Q: 3 clusters Score -453836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -453839.312500 Penalty: 4288.385254
	Iteration 42Q: 3 clusters Score -453839.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453843.156250 Penalty: 4288.385254
	Iteration 43Q: 3 clusters Score -453843.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453853.187500 Penalty: 4288.385254
	Iteration 44Q: 3 clusters Score -453853.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -453859.968750 Penalty: 4288.385254
	Iteration 45Q: 3 clusters Score -453860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -453868.812500 Penalty: 4288.385254
	Iteration 46Q: 3 clusters Score -453868.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -453876.968750 Penalty: 4288.385254
	Iteration 47Q: 3 clusters Score -453877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -453884.312500 Penalty: 4288.385254
	Iteration 48Q: 3 clusters Score -453884.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -453886.937500 Penalty: 4288.385254
	Iteration 49Q: 3 clusters Score -453886.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -453892.968750 Penalty: 4288.385254
	Iteration 50Q: 3 clusters Score -453893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -453897.906250 Penalty: 4288.385254
	Iteration 51Q: 3 clusters Score -453897.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -453906.875000 Penalty: 4288.385254
	Iteration 52Q: 3 clusters Score -453906.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -453913.406250 Penalty: 4288.385254
	Iteration 53Q: 3 clusters Score -453913.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -453921.750000 Penalty: 4288.385254
	Iteration 54Q: 3 clusters Score -453921.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -453933.343750 Penalty: 4288.385254
	Iteration 55Q: 3 clusters Score -453933.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -453942.906250 Penalty: 4288.385254
	Iteration 56Q: 3 clusters Score -453942.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -453955.250000 Penalty: 4288.385254
	Iteration 57Q: 3 clusters Score -453955.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -453969.718750 Penalty: 4288.385254
	Iteration 58Q: 3 clusters Score -453969.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -453982.343750 Penalty: 4288.385254
	Iteration 59Q: 3 clusters Score -453982.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -453994.156250 Penalty: 4288.385254
	Iteration 60F: 3 clusters Score -453994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -454004.687500 Penalty: 4288.385254
	Iteration 61Q: 3 clusters Score -454004.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -454016.906250 Penalty: 4288.385254
	Iteration 62Q: 3 clusters Score -454016.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -454036.000000 Penalty: 4288.385254
	Iteration 63Q: 3 clusters Score -454036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -454057.375000 Penalty: 4288.385254
	Iteration 64Q: 3 clusters Score -454057.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -454079.906250 Penalty: 4288.385254
	Iteration 65Q: 3 clusters Score -454079.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -454104.625000 Penalty: 4288.385254
	Iteration 66Q: 3 clusters Score -454104.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -454129.531250 Penalty: 4288.385254
	Iteration 67Q: 3 clusters Score -454129.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -454162.937500 Penalty: 4288.385254
	Iteration 68Q: 3 clusters Score -454162.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -454191.343750 Penalty: 4288.385254
	Iteration 69Q: 3 clusters Score -454191.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -454212.656250 Penalty: 4288.385254
	Iteration 70Q: 3 clusters Score -454212.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -454235.406250 Penalty: 4288.385254
	Iteration 71Q: 3 clusters Score -454235.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -454264.156250 Penalty: 4288.385254
	Iteration 72Q: 3 clusters Score -454264.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -454292.156250 Penalty: 4288.385254
	Iteration 73Q: 3 clusters Score -454292.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -454323.218750 Penalty: 4288.385254
	Iteration 74Q: 3 clusters Score -454323.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -454358.625000 Penalty: 4288.385254
	Iteration 75Q: 3 clusters Score -454358.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -454393.343750 Penalty: 4288.385254
	Iteration 76Q: 3 clusters Score -454393.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -454415.625000 Penalty: 4288.385254
	Iteration 77Q: 3 clusters Score -454415.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -454447.250000 Penalty: 4288.385254
	Iteration 78Q: 3 clusters Score -454447.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -454492.781250 Penalty: 4288.385254
	Iteration 79Q: 3 clusters Score -454492.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -454529.968750 Penalty: 4288.385254
	Iteration 80F: 3 clusters Score -454530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -454568.375000 Penalty: 4288.385254
	Iteration 81Q: 3 clusters Score -454568.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -454605.406250 Penalty: 4288.385254
	Iteration 82Q: 3 clusters Score -454605.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -454636.218750 Penalty: 4288.385254
	Iteration 83Q: 3 clusters Score -454636.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -454675.281250 Penalty: 4288.385254
	Iteration 84Q: 3 clusters Score -454675.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -454718.031250 Penalty: 4288.385254
	Iteration 85Q: 3 clusters Score -454718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -454748.531250 Penalty: 4288.385254
	Iteration 86Q: 3 clusters Score -454748.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -454768.406250 Penalty: 4288.385254
	Iteration 87Q: 3 clusters Score -454768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -454777.625000 Penalty: 4288.385254
	Iteration 88Q: 3 clusters Score -454777.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -454787.250000 Penalty: 4288.385254
	Iteration 89Q: 3 clusters Score -454787.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -454797.125000 Penalty: 4288.385254
	Iteration 90Q: 3 clusters Score -454797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -454803.750000 Penalty: 4288.385254
	Iteration 91Q: 3 clusters Score -454803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -454807.875000 Penalty: 4288.385254
	Iteration 92Q: 3 clusters Score -454807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -454812.406250 Penalty: 4288.385254
	Iteration 93Q: 3 clusters Score -454812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -454815.593750 Penalty: 4288.385254
	Iteration 94Q: 3 clusters Score -454815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -454817.656250 Penalty: 4288.385254
	Iteration 95Q: 3 clusters Score -454817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -454819.656250 Penalty: 4288.385254
	Iteration 96Q: 3 clusters Score -454819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -454821.437500 Penalty: 4288.385254
	Iteration 97Q: 3 clusters Score -454821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -454824.250000 Penalty: 4288.385254
	Iteration 98Q: 3 clusters Score -454824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -454823.875000 Penalty: 4288.385254
	Iteration 99Q: 3 clusters Score -454823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -454825.593750 Penalty: 4288.385254
	Iteration 100F: 3 clusters Score -454825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -454825.875000 Penalty: 4288.385254
	Iteration 101Q: 3 clusters Score -454825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -454828.125000 Penalty: 4288.385254
	Iteration 102Q: 3 clusters Score -454828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -454830.593750 Penalty: 4288.385254
	Iteration 103Q: 3 clusters Score -454830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -454830.687500 Penalty: 4288.385254
	Iteration 104Q: 3 clusters Score -454830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -454832.406250 Penalty: 4288.385254
	Iteration 105Q: 3 clusters Score -454832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -454833.562500 Penalty: 4288.385254
	Iteration 106Q: 3 clusters Score -454833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -454833.562500 Penalty: 4288.385254
	Iteration 107F: 3 clusters Score -454833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -788077.812500 Penalty: 2309.329590
	Iteration 0F: 2 clusters Score -788077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -779765.562500 Penalty: 4618.659180
	Iteration 0F: 3 clusters Score -779765.6 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -782648.812500 Penalty: 4618.659180
	Iteration 1F: 3 clusters Score -782648.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -783286.312500 Penalty: 4618.659180
	Iteration 2F: 3 clusters Score -783286.3 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -783996.187500 Penalty: 4618.659180
	Iteration 3F: 3 clusters Score -783996.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -784675.750000 Penalty: 4618.659180
	Iteration 4F: 3 clusters Score -784675.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -785291.000000 Penalty: 4618.659180
	Iteration 5F: 3 clusters Score -785291 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -785753.937500 Penalty: 4618.659180
	Iteration 6F: 3 clusters Score -785753.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -786088.187500 Penalty: 4618.659180
	Iteration 7Q: 3 clusters Score -786088.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -786297.312500 Penalty: 4618.659180
	Iteration 8Q: 3 clusters Score -786297.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -786426.875000 Penalty: 4618.659180
	Iteration 9Q: 3 clusters Score -786426.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -786528.250000 Penalty: 4618.659180
	Iteration 10Q: 3 clusters Score -786528.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -786611.562500 Penalty: 4618.659180
	Iteration 11Q: 3 clusters Score -786611.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -786675.750000 Penalty: 4618.659180
	Iteration 12Q: 3 clusters Score -786675.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -786730.500000 Penalty: 4618.659180
	Iteration 13Q: 3 clusters Score -786730.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -786774.250000 Penalty: 4618.659180
	Iteration 14Q: 3 clusters Score -786774.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -786810.625000 Penalty: 4618.659180
	Iteration 15Q: 3 clusters Score -786810.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -786835.187500 Penalty: 4618.659180
	Iteration 16Q: 3 clusters Score -786835.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -786858.562500 Penalty: 4618.659180
	Iteration 17Q: 3 clusters Score -786858.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -786878.437500 Penalty: 4618.659180
	Iteration 18Q: 3 clusters Score -786878.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -786899.687500 Penalty: 4618.659180
	Iteration 19Q: 3 clusters Score -786899.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -786926.000000 Penalty: 4618.659180
	Iteration 20F: 3 clusters Score -786926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -786955.812500 Penalty: 4618.659180
	Iteration 21Q: 3 clusters Score -786955.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -786975.187500 Penalty: 4618.659180
	Iteration 22Q: 3 clusters Score -786975.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -786986.937500 Penalty: 4618.659180
	Iteration 23Q: 3 clusters Score -786986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -786994.562500 Penalty: 4618.659180
	Iteration 24Q: 3 clusters Score -786994.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -787000.750000 Penalty: 4618.659180
	Iteration 25Q: 3 clusters Score -787000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -787006.500000 Penalty: 4618.659180
	Iteration 26Q: 3 clusters Score -787006.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -787007.250000 Penalty: 4618.659180
	Iteration 27Q: 3 clusters Score -787007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -787008.750000 Penalty: 4618.659180
	Iteration 28Q: 3 clusters Score -787008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -787011.562500 Penalty: 4618.659180
	Iteration 29Q: 3 clusters Score -787011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -787015.375000 Penalty: 4618.659180
	Iteration 30Q: 3 clusters Score -787015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -787017.562500 Penalty: 4618.659180
	Iteration 31Q: 3 clusters Score -787017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -787020.250000 Penalty: 4618.659180
	Iteration 32Q: 3 clusters Score -787020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -787023.312500 Penalty: 4618.659180
	Iteration 33Q: 3 clusters Score -787023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -787024.250000 Penalty: 4618.659180
	Iteration 34Q: 3 clusters Score -787024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -787024.500000 Penalty: 4618.659180
	Iteration 35Q: 3 clusters Score -787024.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -787025.562500 Penalty: 4618.659180
	Iteration 36Q: 3 clusters Score -787025.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -787025.562500 Penalty: 4618.659180
	Iteration 37F: 3 clusters Score -787025.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -762605.437500 Penalty: 2272.433838
	Iteration 0F: 2 clusters Score -762605.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -755255.000000 Penalty: 4544.867676
	Iteration 0F: 3 clusters Score -755255 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -757612.687500 Penalty: 4544.867676
	Iteration 1F: 3 clusters Score -757612.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -758272.562500 Penalty: 4544.867676
	Iteration 2F: 3 clusters Score -758272.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -758922.062500 Penalty: 4544.867676
	Iteration 3F: 3 clusters Score -758922.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -759437.875000 Penalty: 4544.867676
	Iteration 4F: 3 clusters Score -759437.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -759827.187500 Penalty: 4544.867676
	Iteration 5F: 3 clusters Score -759827.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -760070.375000 Penalty: 4544.867676
	Iteration 6Q: 3 clusters Score -760070.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -760237.000000 Penalty: 4544.867676
	Iteration 7Q: 3 clusters Score -760237 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -760357.312500 Penalty: 4544.867676
	Iteration 8Q: 3 clusters Score -760357.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -760438.500000 Penalty: 4544.867676
	Iteration 9Q: 3 clusters Score -760438.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -760499.375000 Penalty: 4544.867676
	Iteration 10Q: 3 clusters Score -760499.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -760550.187500 Penalty: 4544.867676
	Iteration 11Q: 3 clusters Score -760550.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -760580.500000 Penalty: 4544.867676
	Iteration 12Q: 3 clusters Score -760580.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -760611.062500 Penalty: 4544.867676
	Iteration 13Q: 3 clusters Score -760611.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -760638.312500 Penalty: 4544.867676
	Iteration 14Q: 3 clusters Score -760638.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -760656.437500 Penalty: 4544.867676
	Iteration 15Q: 3 clusters Score -760656.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -760675.812500 Penalty: 4544.867676
	Iteration 16Q: 3 clusters Score -760675.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -760691.187500 Penalty: 4544.867676
	Iteration 17Q: 3 clusters Score -760691.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -760703.875000 Penalty: 4544.867676
	Iteration 18Q: 3 clusters Score -760703.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -760714.937500 Penalty: 4544.867676
	Iteration 19Q: 3 clusters Score -760714.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -760726.250000 Penalty: 4544.867676
	Iteration 20F: 3 clusters Score -760726.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -760733.687500 Penalty: 4544.867676
	Iteration 21Q: 3 clusters Score -760733.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -760739.062500 Penalty: 4544.867676
	Iteration 22Q: 3 clusters Score -760739.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -760751.875000 Penalty: 4544.867676
	Iteration 23Q: 3 clusters Score -760751.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -760759.625000 Penalty: 4544.867676
	Iteration 24Q: 3 clusters Score -760759.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -760766.687500 Penalty: 4544.867676
	Iteration 25Q: 3 clusters Score -760766.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -760769.812500 Penalty: 4544.867676
	Iteration 26Q: 3 clusters Score -760769.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -760772.750000 Penalty: 4544.867676
	Iteration 27Q: 3 clusters Score -760772.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -760777.812500 Penalty: 4544.867676
	Iteration 28Q: 3 clusters Score -760777.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -760781.500000 Penalty: 4544.867676
	Iteration 29Q: 3 clusters Score -760781.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -760785.750000 Penalty: 4544.867676
	Iteration 30Q: 3 clusters Score -760785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -760787.750000 Penalty: 4544.867676
	Iteration 31Q: 3 clusters Score -760787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -760792.375000 Penalty: 4544.867676
	Iteration 32Q: 3 clusters Score -760792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -760794.000000 Penalty: 4544.867676
	Iteration 33Q: 3 clusters Score -760794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -760799.625000 Penalty: 4544.867676
	Iteration 34Q: 3 clusters Score -760799.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -760799.000000 Penalty: 4544.867676
	Iteration 35Q: 3 clusters Score -760799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -760803.625000 Penalty: 4544.867676
	Iteration 36Q: 3 clusters Score -760803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -760803.062500 Penalty: 4544.867676
	Iteration 37Q: 3 clusters Score -760803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -760804.437500 Penalty: 4544.867676
	Iteration 38Q: 3 clusters Score -760804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -760805.437500 Penalty: 4544.867676
	Iteration 39Q: 3 clusters Score -760805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -760805.562500 Penalty: 4544.867676
	Iteration 40F: 3 clusters Score -760805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -760807.000000 Penalty: 4544.867676
	Iteration 41Q: 3 clusters Score -760807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -760808.062500 Penalty: 4544.867676
	Iteration 42Q: 3 clusters Score -760808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -760808.000000 Penalty: 4544.867676
	Iteration 43Q: 3 clusters Score -760808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -760808.625000 Penalty: 4544.867676
	Iteration 44Q: 3 clusters Score -760808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -760810.375000 Penalty: 4544.867676
	Iteration 45Q: 3 clusters Score -760810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -760809.625000 Penalty: 4544.867676
	Iteration 46Q: 3 clusters Score -760809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -760811.750000 Penalty: 4544.867676
	Iteration 47Q: 3 clusters Score -760811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -760811.750000 Penalty: 4544.867676
	Iteration 48F: 3 clusters Score -760811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -101143.898438 Penalty: 1789.379517
	Iteration 0F: 2 clusters Score -101143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98975.945312 Penalty: 3578.759033
	Iteration 0F: 3 clusters Score -98975.95 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99344.398438 Penalty: 3578.759033
	Iteration 1F: 3 clusters Score -99344.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99440.148438 Penalty: 3578.759033
	Iteration 2F: 3 clusters Score -99440.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -99491.070312 Penalty: 3578.759033
	Iteration 3Q: 3 clusters Score -99491.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99546.359375 Penalty: 3578.759033
	Iteration 4Q: 3 clusters Score -99546.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99619.468750 Penalty: 3578.759033
	Iteration 5Q: 3 clusters Score -99619.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99712.671875 Penalty: 3578.759033
	Iteration 6Q: 3 clusters Score -99712.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99825.296875 Penalty: 3578.759033
	Iteration 7Q: 3 clusters Score -99825.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99941.953125 Penalty: 3578.759033
	Iteration 8Q: 3 clusters Score -99941.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100026.257812 Penalty: 3578.759033
	Iteration 9Q: 3 clusters Score -100026.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100085.015625 Penalty: 3578.759033
	Iteration 10Q: 3 clusters Score -100085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100112.117188 Penalty: 3578.759033
	Iteration 11Q: 3 clusters Score -100112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100132.726562 Penalty: 3578.759033
	Iteration 12Q: 3 clusters Score -100132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -100147.960938 Penalty: 3578.759033
	Iteration 13Q: 3 clusters Score -100148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -100159.914062 Penalty: 3578.759033
	Iteration 14Q: 3 clusters Score -100159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100165.742188 Penalty: 3578.759033
	Iteration 15Q: 3 clusters Score -100165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100168.953125 Penalty: 3578.759033
	Iteration 16Q: 3 clusters Score -100169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100170.117188 Penalty: 3578.759033
	Iteration 17Q: 3 clusters Score -100170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100175.164062 Penalty: 3578.759033
	Iteration 18Q: 3 clusters Score -100175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100177.578125 Penalty: 3578.759033
	Iteration 19Q: 3 clusters Score -100177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100181.867188 Penalty: 3578.759033
	Iteration 20F: 3 clusters Score -100181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100183.484375 Penalty: 3578.759033
	Iteration 21Q: 3 clusters Score -100183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100183.890625 Penalty: 3578.759033
	Iteration 22Q: 3 clusters Score -100183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -100183.890625 Penalty: 3578.759033
	Iteration 23F: 3 clusters Score -100183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -734916.000000 Penalty: 2259.134766
	Iteration 0F: 2 clusters Score -734916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -727833.250000 Penalty: 4518.269531
	Iteration 0F: 3 clusters Score -727833.2 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -729833.562500 Penalty: 4518.269531
	Iteration 1F: 3 clusters Score -729833.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -730178.875000 Penalty: 4518.269531
	Iteration 2F: 3 clusters Score -730178.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -730442.687500 Penalty: 4518.269531
	Iteration 3F: 3 clusters Score -730442.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -730645.187500 Penalty: 4518.269531
	Iteration 4Q: 3 clusters Score -730645.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -730819.250000 Penalty: 4518.269531
	Iteration 5Q: 3 clusters Score -730819.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -730986.125000 Penalty: 4518.269531
	Iteration 6Q: 3 clusters Score -730986.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -731157.062500 Penalty: 4518.269531
	Iteration 7Q: 3 clusters Score -731157.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -731304.562500 Penalty: 4518.269531
	Iteration 8Q: 3 clusters Score -731304.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -731468.125000 Penalty: 4518.269531
	Iteration 9Q: 3 clusters Score -731468.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -731640.875000 Penalty: 4518.269531
	Iteration 10Q: 3 clusters Score -731640.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -731847.375000 Penalty: 4518.269531
	Iteration 11Q: 3 clusters Score -731847.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -732067.125000 Penalty: 4518.269531
	Iteration 12Q: 3 clusters Score -732067.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -732286.875000 Penalty: 4518.269531
	Iteration 13Q: 3 clusters Score -732286.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -732486.937500 Penalty: 4518.269531
	Iteration 14Q: 3 clusters Score -732486.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -732698.750000 Penalty: 4518.269531
	Iteration 15Q: 3 clusters Score -732698.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -732913.562500 Penalty: 4518.269531
	Iteration 16Q: 3 clusters Score -732913.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -733013.125000 Penalty: 4518.269531
	Iteration 17Q: 3 clusters Score -733013.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -733072.875000 Penalty: 4518.269531
	Iteration 18Q: 3 clusters Score -733072.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -733113.812500 Penalty: 4518.269531
	Iteration 19Q: 3 clusters Score -733113.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -733150.375000 Penalty: 4518.269531
	Iteration 20F: 3 clusters Score -733150.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -733188.187500 Penalty: 4518.269531
	Iteration 21Q: 3 clusters Score -733188.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -733227.687500 Penalty: 4518.269531
	Iteration 22Q: 3 clusters Score -733227.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -733270.187500 Penalty: 4518.269531
	Iteration 23Q: 3 clusters Score -733270.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -733322.062500 Penalty: 4518.269531
	Iteration 24Q: 3 clusters Score -733322.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -733395.125000 Penalty: 4518.269531
	Iteration 25Q: 3 clusters Score -733395.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -733525.187500 Penalty: 4518.269531
	Iteration 26Q: 3 clusters Score -733525.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -733834.250000 Penalty: 4518.269531
	Iteration 27Q: 3 clusters Score -733834.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -734159.875000 Penalty: 4518.269531
	Iteration 28Q: 3 clusters Score -734159.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -734338.562500 Penalty: 4518.269531
	Iteration 29Q: 3 clusters Score -734338.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -734426.500000 Penalty: 4518.269531
	Iteration 30Q: 3 clusters Score -734426.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -734474.250000 Penalty: 4518.269531
	Iteration 31Q: 3 clusters Score -734474.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -734500.062500 Penalty: 4518.269531
	Iteration 32Q: 3 clusters Score -734500.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -734520.500000 Penalty: 4518.269531
	Iteration 33Q: 3 clusters Score -734520.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -734534.000000 Penalty: 4518.269531
	Iteration 34Q: 3 clusters Score -734534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -734546.937500 Penalty: 4518.269531
	Iteration 35Q: 3 clusters Score -734546.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -734549.062500 Penalty: 4518.269531
	Iteration 36Q: 3 clusters Score -734549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -734553.750000 Penalty: 4518.269531
	Iteration 37Q: 3 clusters Score -734553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -734554.125000 Penalty: 4518.269531
	Iteration 38Q: 3 clusters Score -734554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -734557.312500 Penalty: 4518.269531
	Iteration 39Q: 3 clusters Score -734557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -734566.625000 Penalty: 4518.269531
	Iteration 40F: 3 clusters Score -734566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -734566.125000 Penalty: 4518.269531
	Iteration 41Q: 3 clusters Score -734566.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -734570.062500 Penalty: 4518.269531
	Iteration 42Q: 3 clusters Score -734570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -734572.625000 Penalty: 4518.269531
	Iteration 43Q: 3 clusters Score -734572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -734571.937500 Penalty: 4518.269531
	Iteration 44Q: 3 clusters Score -734571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -734573.562500 Penalty: 4518.269531
	Iteration 45Q: 3 clusters Score -734573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -734574.000000 Penalty: 4518.269531
	Iteration 46Q: 3 clusters Score -734574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -734575.625000 Penalty: 4518.269531
	Iteration 47Q: 3 clusters Score -734575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -734579.437500 Penalty: 4518.269531
	Iteration 48Q: 3 clusters Score -734579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -734579.125000 Penalty: 4518.269531
	Iteration 49Q: 3 clusters Score -734579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -734581.000000 Penalty: 4518.269531
	Iteration 50Q: 3 clusters Score -734581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -734582.000000 Penalty: 4518.269531
	Iteration 51Q: 3 clusters Score -734582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -734582.687500 Penalty: 4518.269531
	Iteration 52Q: 3 clusters Score -734582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -734582.687500 Penalty: 4518.269531
	Iteration 53Q: 3 clusters Score -734582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -734582.687500 Penalty: 4518.269531
	Iteration 54F: 3 clusters Score -734582.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Entering Unmasked Estep 
Score: -5063130.500000 Penalty: 2731.825928
	Iteration 0F: 2 clusters Score -5063130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5022532.000000 Penalty: 5463.651855
	Iteration 0F: 3 clusters Score -5022532 nChanged 28243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -5038435.500000 Penalty: 5463.651855
	Iteration 1F: 3 clusters Score -5038436 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5039306.000000 Penalty: 5463.651855
	Iteration 2Q: 3 clusters Score -5039306 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5040288.500000 Penalty: 5463.651855
	Iteration 3Q: 3 clusters Score -5040288 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5041655.000000 Penalty: 5463.651855
	Iteration 4F: 3 clusters Score -5041655 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5043468.500000 Penalty: 5463.651855
	Iteration 5F: 3 clusters Score -5043468 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -5045840.500000 Penalty: 5463.651855
	Iteration 6F: 3 clusters Score -5045840 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -5048509.000000 Penalty: 5463.651855
	Iteration 7F: 3 clusters Score -5048509 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5051140.500000 Penalty: 5463.651855
	Iteration 8F: 3 clusters Score -5051140 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5053411.500000 Penalty: 5463.651855
	Iteration 9F: 3 clusters Score -5053412 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -5055336.000000 Penalty: 5463.651855
	Iteration 10Q: 3 clusters Score -5055336 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -5056852.000000 Penalty: 5463.651855
	Iteration 11Q: 3 clusters Score -5056852 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5057973.500000 Penalty: 5463.651855
	Iteration 12Q: 3 clusters Score -5057974 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5058847.500000 Penalty: 5463.651855
	Iteration 13Q: 3 clusters Score -5058848 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5059473.500000 Penalty: 5463.651855
	Iteration 14Q: 3 clusters Score -5059474 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5059920.000000 Penalty: 5463.651855
	Iteration 15Q: 3 clusters Score -5059920 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5060200.500000 Penalty: 5463.651855
	Iteration 16Q: 3 clusters Score -5060200 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5060355.500000 Penalty: 5463.651855
	Iteration 17Q: 3 clusters Score -5060356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5060438.500000 Penalty: 5463.651855
	Iteration 18Q: 3 clusters Score -5060438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5060512.500000 Penalty: 5463.651855
	Iteration 19Q: 3 clusters Score -5060512 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5060577.000000 Penalty: 5463.651855
	Iteration 20F: 3 clusters Score -5060577 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5060636.000000 Penalty: 5463.651855
	Iteration 21Q: 3 clusters Score -5060636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5060666.000000 Penalty: 5463.651855
	Iteration 22Q: 3 clusters Score -5060666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5060703.000000 Penalty: 5463.651855
	Iteration 23Q: 3 clusters Score -5060703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5060708.000000 Penalty: 5463.651855
	Iteration 24Q: 3 clusters Score -5060708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5060719.500000 Penalty: 5463.651855
	Iteration 25Q: 3 clusters Score -5060720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5060734.500000 Penalty: 5463.651855
	Iteration 26Q: 3 clusters Score -5060734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5060748.500000 Penalty: 5463.651855
	Iteration 27Q: 3 clusters Score -5060748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5060750.000000 Penalty: 5463.651855
	Iteration 28Q: 3 clusters Score -5060750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5060758.000000 Penalty: 5463.651855
	Iteration 29Q: 3 clusters Score -5060758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5060764.500000 Penalty: 5463.651855
	Iteration 30Q: 3 clusters Score -5060764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5060771.500000 Penalty: 5463.651855
	Iteration 31Q: 3 clusters Score -5060772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5060772.000000 Penalty: 5463.651855
	Iteration 32Q: 3 clusters Score -5060772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5060772.000000 Penalty: 5463.651855
	Iteration 33F: 3 clusters Score -5060772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Entering Unmasked Estep 
Score: -1321932.625000 Penalty: 2397.637207
	Iteration 0F: 2 clusters Score -1321933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1310657.625000 Penalty: 4795.274414
	Iteration 0F: 3 clusters Score -1310658 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1314443.000000 Penalty: 4795.274414
	Iteration 1F: 3 clusters Score -1314443 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1315005.250000 Penalty: 4795.274414
	Iteration 2F: 3 clusters Score -1315005 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1315577.250000 Penalty: 4795.274414
	Iteration 3F: 3 clusters Score -1315577 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1316210.375000 Penalty: 4795.274414
	Iteration 4F: 3 clusters Score -1316210 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1316827.875000 Penalty: 4795.274414
	Iteration 5F: 3 clusters Score -1316828 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1317374.875000 Penalty: 4795.274414
	Iteration 6F: 3 clusters Score -1317375 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1317830.625000 Penalty: 4795.274414
	Iteration 7Q: 3 clusters Score -1317831 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1318203.750000 Penalty: 4795.274414
	Iteration 8Q: 3 clusters Score -1318204 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1318473.125000 Penalty: 4795.274414
	Iteration 9Q: 3 clusters Score -1318473 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1318716.250000 Penalty: 4795.274414
	Iteration 10Q: 3 clusters Score -1318716 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1318932.750000 Penalty: 4795.274414
	Iteration 11Q: 3 clusters Score -1318933 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1319115.625000 Penalty: 4795.274414
	Iteration 12Q: 3 clusters Score -1319116 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1319312.500000 Penalty: 4795.274414
	Iteration 13Q: 3 clusters Score -1319312 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1319534.625000 Penalty: 4795.274414
	Iteration 14Q: 3 clusters Score -1319535 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1319766.125000 Penalty: 4795.274414
	Iteration 15Q: 3 clusters Score -1319766 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1319948.750000 Penalty: 4795.274414
	Iteration 16Q: 3 clusters Score -1319949 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1320087.625000 Penalty: 4795.274414
	Iteration 17Q: 3 clusters Score -1320088 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1320176.625000 Penalty: 4795.274414
	Iteration 18Q: 3 clusters Score -1320177 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1320250.875000 Penalty: 4795.274414
	Iteration 19Q: 3 clusters Score -1320251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1320298.625000 Penalty: 4795.274414
	Iteration 20F: 3 clusters Score -1320299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1320349.250000 Penalty: 4795.274414
	Iteration 21Q: 3 clusters Score -1320349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1320398.625000 Penalty: 4795.274414
	Iteration 22Q: 3 clusters Score -1320399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1320435.375000 Penalty: 4795.274414
	Iteration 23Q: 3 clusters Score -1320435 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1320469.750000 Penalty: 4795.274414
	Iteration 24Q: 3 clusters Score -1320470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1320500.000000 Penalty: 4795.274414
	Iteration 25Q: 3 clusters Score -1320500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1320543.125000 Penalty: 4795.274414
	Iteration 26Q: 3 clusters Score -1320543 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1320593.375000 Penalty: 4795.274414
	Iteration 27Q: 3 clusters Score -1320593 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1320650.000000 Penalty: 4795.274414
	Iteration 28Q: 3 clusters Score -1320650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1320717.750000 Penalty: 4795.274414
	Iteration 29Q: 3 clusters Score -1320718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1320772.625000 Penalty: 4795.274414
	Iteration 30Q: 3 clusters Score -1320773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1320831.250000 Penalty: 4795.274414
	Iteration 31Q: 3 clusters Score -1320831 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1320879.250000 Penalty: 4795.274414
	Iteration 32Q: 3 clusters Score -1320879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1320907.625000 Penalty: 4795.274414
	Iteration 33Q: 3 clusters Score -1320908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1320932.875000 Penalty: 4795.274414
	Iteration 34Q: 3 clusters Score -1320933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1320947.500000 Penalty: 4795.274414
	Iteration 35Q: 3 clusters Score -1320948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1320964.625000 Penalty: 4795.274414
	Iteration 36Q: 3 clusters Score -1320965 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1320978.250000 Penalty: 4795.274414
	Iteration 37Q: 3 clusters Score -1320978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1320988.125000 Penalty: 4795.274414
	Iteration 38Q: 3 clusters Score -1320988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1320996.125000 Penalty: 4795.274414
	Iteration 39Q: 3 clusters Score -1320996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1321000.625000 Penalty: 4795.274414
	Iteration 40F: 3 clusters Score -1321001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1321003.375000 Penalty: 4795.274414
	Iteration 41Q: 3 clusters Score -1321003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1321007.500000 Penalty: 4795.274414
	Iteration 42Q: 3 clusters Score -1321008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1321013.500000 Penalty: 4795.274414
	Iteration 43Q: 3 clusters Score -1321014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1321014.250000 Penalty: 4795.274414
	Iteration 44Q: 3 clusters Score -1321014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1321021.500000 Penalty: 4795.274414
	Iteration 45Q: 3 clusters Score -1321022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1321026.000000 Penalty: 4795.274414
	Iteration 46Q: 3 clusters Score -1321026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1321033.625000 Penalty: 4795.274414
	Iteration 47Q: 3 clusters Score -1321034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1321036.375000 Penalty: 4795.274414
	Iteration 48Q: 3 clusters Score -1321036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1321040.375000 Penalty: 4795.274414
	Iteration 49Q: 3 clusters Score -1321040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1321041.375000 Penalty: 4795.274414
	Iteration 50Q: 3 clusters Score -1321041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1321044.875000 Penalty: 4795.274414
	Iteration 51Q: 3 clusters Score -1321045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1321044.750000 Penalty: 4795.274414
	Iteration 52Q: 3 clusters Score -1321045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1321044.875000 Penalty: 4795.274414
	Iteration 53Q: 3 clusters Score -1321045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1321045.125000 Penalty: 4795.274414
	Iteration 54Q: 3 clusters Score -1321045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1321043.750000 Penalty: 4795.274414
	Iteration 55Q: 3 clusters Score -1321044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1321045.750000 Penalty: 4795.274414
	Iteration 56Q: 3 clusters Score -1321046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1321047.000000 Penalty: 4795.274414
	Iteration 57Q: 3 clusters Score -1321047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1321050.500000 Penalty: 4795.274414
	Iteration 58Q: 3 clusters Score -1321050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1321047.625000 Penalty: 4795.274414
	Iteration 59Q: 3 clusters Score -1321048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1321050.125000 Penalty: 4795.274414
	Iteration 60F: 3 clusters Score -1321050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1321053.750000 Penalty: 4795.274414
	Iteration 61Q: 3 clusters Score -1321054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1321051.375000 Penalty: 4795.274414
	Iteration 62Q: 3 clusters Score -1321051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1321050.125000 Penalty: 4795.274414
	Iteration 63Q: 3 clusters Score -1321050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1321049.250000 Penalty: 4795.274414
	Iteration 64Q: 3 clusters Score -1321049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1321050.250000 Penalty: 4795.274414
	Iteration 65Q: 3 clusters Score -1321050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1321052.750000 Penalty: 4795.274414
	Iteration 66Q: 3 clusters Score -1321053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1321052.750000 Penalty: 4795.274414
	Iteration 67F: 3 clusters Score -1321053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Entering Unmasked Estep 
Score: -178852.359375 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -178852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -176083.390625 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -176083.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -176624.609375 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -176624.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -176774.328125 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -176774.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -176857.359375 Penalty: 3823.148926
	Iteration 3Q: 3 clusters Score -176857.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -176920.937500 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -176920.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -176978.562500 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -176978.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -177030.687500 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -177030.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -177075.375000 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -177075.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -177099.156250 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -177099.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177126.593750 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -177126.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -177147.000000 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -177147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177163.406250 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -177163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177173.093750 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -177173.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -177182.812500 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -177182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -177195.750000 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -177195.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -177209.828125 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -177209.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -177220.843750 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -177220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -177225.609375 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -177225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -177228.234375 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -177228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -177230.968750 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -177231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -177235.500000 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -177235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177237.609375 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -177237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177238.875000 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -177238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177241.937500 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -177241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -177243.640625 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -177243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -177245.468750 Penalty: 3823.148926
	Iteration 25Q: 3 clusters Score -177245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177248.656250 Penalty: 3823.148926
	Iteration 26Q: 3 clusters Score -177248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -177249.796875 Penalty: 3823.148926
	Iteration 27Q: 3 clusters Score -177249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -177251.812500 Penalty: 3823.148926
	Iteration 28Q: 3 clusters Score -177251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -177253.593750 Penalty: 3823.148926
	Iteration 29Q: 3 clusters Score -177253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -177255.812500 Penalty: 3823.148926
	Iteration 30Q: 3 clusters Score -177255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -177256.875000 Penalty: 3823.148926
	Iteration 31Q: 3 clusters Score -177256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -177259.531250 Penalty: 3823.148926
	Iteration 32Q: 3 clusters Score -177259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -177263.250000 Penalty: 3823.148926
	Iteration 33Q: 3 clusters Score -177263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -177267.546875 Penalty: 3823.148926
	Iteration 34Q: 3 clusters Score -177267.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -177274.062500 Penalty: 3823.148926
	Iteration 35Q: 3 clusters Score -177274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -177283.750000 Penalty: 3823.148926
	Iteration 36Q: 3 clusters Score -177283.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -177295.375000 Penalty: 3823.148926
	Iteration 37Q: 3 clusters Score -177295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -177306.796875 Penalty: 3823.148926
	Iteration 38Q: 3 clusters Score -177306.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -177318.015625 Penalty: 3823.148926
	Iteration 39Q: 3 clusters Score -177318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -177332.312500 Penalty: 3823.148926
	Iteration 40F: 3 clusters Score -177332.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177351.718750 Penalty: 3823.148926
	Iteration 41Q: 3 clusters Score -177351.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -177389.421875 Penalty: 3823.148926
	Iteration 42Q: 3 clusters Score -177389.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -177442.703125 Penalty: 3823.148926
	Iteration 43Q: 3 clusters Score -177442.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -177495.671875 Penalty: 3823.148926
	Iteration 44Q: 3 clusters Score -177495.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -177538.000000 Penalty: 3823.148926
	Iteration 45Q: 3 clusters Score -177538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -177566.265625 Penalty: 3823.148926
	Iteration 46Q: 3 clusters Score -177566.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -177585.515625 Penalty: 3823.148926
	Iteration 47Q: 3 clusters Score -177585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -177594.671875 Penalty: 3823.148926
	Iteration 48Q: 3 clusters Score -177594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -177605.421875 Penalty: 3823.148926
	Iteration 49Q: 3 clusters Score -177605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -177613.484375 Penalty: 3823.148926
	Iteration 50Q: 3 clusters Score -177613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -177619.890625 Penalty: 3823.148926
	Iteration 51Q: 3 clusters Score -177619.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -177626.500000 Penalty: 3823.148926
	Iteration 52Q: 3 clusters Score -177626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -177629.015625 Penalty: 3823.148926
	Iteration 53Q: 3 clusters Score -177629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -177631.000000 Penalty: 3823.148926
	Iteration 54Q: 3 clusters Score -177631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -177631.453125 Penalty: 3823.148926
	Iteration 55Q: 3 clusters Score -177631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -177631.453125 Penalty: 3823.148926
	Iteration 56F: 3 clusters Score -177631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -88183.960938 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -88183.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86136.546875 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -86136.55 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -86447.835938 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -86447.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86534.195312 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -86534.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86571.789062 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -86571.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86597.601562 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -86597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -86606.242188 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -86606.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -86610.804688 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -86610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86613.835938 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -86613.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -86616.664062 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -86616.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -86618.890625 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -86618.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86620.140625 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -86620.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -86620.140625 Penalty: 3478.455811
	Iteration 11F: 3 clusters Score -86620.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -110009.703125 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -110009.7 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 1028 members 
Entering Unmasked Estep 
Score: -107498.390625 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -107498.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -108301.023438 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -108301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -108654.054688 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -108654.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -108937.882812 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -108937.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -109181.945312 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -109181.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -109338.421875 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -109338.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109477.484375 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -109477.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109572.257812 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -109572.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -109614.335938 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -109614.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -109646.273438 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -109646.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109674.210938 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -109674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -109688.375000 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -109688.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109697.546875 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -109697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -109710.296875 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -109710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109728.085938 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -109728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -109742.710938 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -109742.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -109771.484375 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -109771.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -109791.531250 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -109791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -109816.734375 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -109816.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -109858.273438 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -109858.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -109878.750000 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -109878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -109890.781250 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -109890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -109904.132812 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -109904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -109907.929688 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -109907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -109918.007812 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -109918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -109954.132812 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -109954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -110008.070312 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -110008.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -110072.585938 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -110072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -110115.421875 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -110115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -110179.500000 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -110179.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -110225.312500 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -110225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -110230.156250 Penalty: 3753.916260
	Iteration 31Q: 3 clusters Score -110230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -110231.328125 Penalty: 3753.916260
	Iteration 32Q: 3 clusters Score -110231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -110237.906250 Penalty: 3753.916260
	Iteration 33F: 3 clusters Score -110237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -110241.671875 Penalty: 3753.916260
	Iteration 34Q: 3 clusters Score -110241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -110241.671875 Penalty: 3753.916260
	Iteration 35F: 3 clusters Score -110241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39675 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 38491 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57506 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13247 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23835 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 21124 members 
Mstep: Class 49 contains 4035 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 4891 members 
Mstep: Class 54 contains 1030 members 
Entering Unmasked Estep 
Score: -51169336.000000 Penalty: 179406.406250
Splitting cluster 26 changes total score from -51170444.000000 to -51169336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (25605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Entering Unmasked Estep 
Score: -2186925.000000 Penalty: 2517.334717
	Iteration 0F: 2 clusters Score -2186925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2169062.500000 Penalty: 5034.669434
	Iteration 0F: 3 clusters Score -2169062 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2175246.750000 Penalty: 5034.669434
	Iteration 1F: 3 clusters Score -2175247 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2175758.500000 Penalty: 5034.669434
	Iteration 2F: 3 clusters Score -2175758 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2176273.750000 Penalty: 5034.669434
	Iteration 3F: 3 clusters Score -2176274 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2176845.750000 Penalty: 5034.669434
	Iteration 4Q: 3 clusters Score -2176846 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2177597.500000 Penalty: 5034.669434
	Iteration 5F: 3 clusters Score -2177598 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2178590.000000 Penalty: 5034.669434
	Iteration 6F: 3 clusters Score -2178590 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2179761.000000 Penalty: 5034.669434
	Iteration 7F: 3 clusters Score -2179761 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2180889.000000 Penalty: 5034.669434
	Iteration 8F: 3 clusters Score -2180889 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2181789.250000 Penalty: 5034.669434
	Iteration 9F: 3 clusters Score -2181789 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2182391.250000 Penalty: 5034.669434
	Iteration 10Q: 3 clusters Score -2182391 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2182820.500000 Penalty: 5034.669434
	Iteration 11Q: 3 clusters Score -2182820 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2183157.750000 Penalty: 5034.669434
	Iteration 12Q: 3 clusters Score -2183158 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2183399.750000 Penalty: 5034.669434
	Iteration 13Q: 3 clusters Score -2183400 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2183601.750000 Penalty: 5034.669434
	Iteration 14Q: 3 clusters Score -2183602 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2183784.750000 Penalty: 5034.669434
	Iteration 15Q: 3 clusters Score -2183785 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2183953.250000 Penalty: 5034.669434
	Iteration 16Q: 3 clusters Score -2183953 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2184067.000000 Penalty: 5034.669434
	Iteration 17Q: 3 clusters Score -2184067 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2184185.250000 Penalty: 5034.669434
	Iteration 18Q: 3 clusters Score -2184185 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2184271.750000 Penalty: 5034.669434
	Iteration 19Q: 3 clusters Score -2184272 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2184337.750000 Penalty: 5034.669434
	Iteration 20F: 3 clusters Score -2184338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2184382.000000 Penalty: 5034.669434
	Iteration 21Q: 3 clusters Score -2184382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2184419.750000 Penalty: 5034.669434
	Iteration 22Q: 3 clusters Score -2184420 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2184463.500000 Penalty: 5034.669434
	Iteration 23Q: 3 clusters Score -2184464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2184504.750000 Penalty: 5034.669434
	Iteration 24Q: 3 clusters Score -2184505 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2184540.000000 Penalty: 5034.669434
	Iteration 25Q: 3 clusters Score -2184540 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2184562.000000 Penalty: 5034.669434
	Iteration 26Q: 3 clusters Score -2184562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2184579.250000 Penalty: 5034.669434
	Iteration 27Q: 3 clusters Score -2184579 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2184601.500000 Penalty: 5034.669434
	Iteration 28Q: 3 clusters Score -2184602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2184604.750000 Penalty: 5034.669434
	Iteration 29Q: 3 clusters Score -2184605 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2184609.000000 Penalty: 5034.669434
	Iteration 30Q: 3 clusters Score -2184609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2184617.250000 Penalty: 5034.669434
	Iteration 31Q: 3 clusters Score -2184617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2184623.750000 Penalty: 5034.669434
	Iteration 32Q: 3 clusters Score -2184624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2184621.750000 Penalty: 5034.669434
	Iteration 33Q: 3 clusters Score -2184622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2184630.250000 Penalty: 5034.669434
	Iteration 34Q: 3 clusters Score -2184630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2184642.750000 Penalty: 5034.669434
	Iteration 35Q: 3 clusters Score -2184643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2184638.750000 Penalty: 5034.669434
	Iteration 36Q: 3 clusters Score -2184639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2184643.000000 Penalty: 5034.669434
	Iteration 37Q: 3 clusters Score -2184643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2184649.000000 Penalty: 5034.669434
	Iteration 38Q: 3 clusters Score -2184649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2184650.500000 Penalty: 5034.669434
	Iteration 39Q: 3 clusters Score -2184650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2184653.250000 Penalty: 5034.669434
	Iteration 40F: 3 clusters Score -2184653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2184656.000000 Penalty: 5034.669434
	Iteration 41Q: 3 clusters Score -2184656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2184655.250000 Penalty: 5034.669434
	Iteration 42Q: 3 clusters Score -2184655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2184653.250000 Penalty: 5034.669434
	Iteration 43Q: 3 clusters Score -2184653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2184659.750000 Penalty: 5034.669434
	Iteration 44Q: 3 clusters Score -2184660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2184662.750000 Penalty: 5034.669434
	Iteration 45Q: 3 clusters Score -2184663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2184664.250000 Penalty: 5034.669434
	Iteration 46Q: 3 clusters Score -2184664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2184666.250000 Penalty: 5034.669434
	Iteration 47Q: 3 clusters Score -2184666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2184673.250000 Penalty: 5034.669434
	Iteration 48Q: 3 clusters Score -2184673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2184673.500000 Penalty: 5034.669434
	Iteration 49Q: 3 clusters Score -2184674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2184674.250000 Penalty: 5034.669434
	Iteration 50Q: 3 clusters Score -2184674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2184672.250000 Penalty: 5034.669434
	Iteration 51Q: 3 clusters Score -2184672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2184669.750000 Penalty: 5034.669434
	Iteration 52Q: 3 clusters Score -2184670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2184669.750000 Penalty: 5034.669434
	Iteration 53F: 3 clusters Score -2184670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Entering Unmasked Estep 
Score: -3207967.500000 Penalty: 2618.428711
	Iteration 0F: 2 clusters Score -3207968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3182004.750000 Penalty: 5236.857422
	Iteration 0F: 3 clusters Score -3182005 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3191782.000000 Penalty: 5236.857422
	Iteration 1F: 3 clusters Score -3191782 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3192487.750000 Penalty: 5236.857422
	Iteration 2Q: 3 clusters Score -3192488 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3193364.750000 Penalty: 5236.857422
	Iteration 3F: 3 clusters Score -3193365 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3194598.000000 Penalty: 5236.857422
	Iteration 4F: 3 clusters Score -3194598 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3196120.250000 Penalty: 5236.857422
	Iteration 5F: 3 clusters Score -3196120 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3197831.000000 Penalty: 5236.857422
	Iteration 6F: 3 clusters Score -3197831 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -3199382.500000 Penalty: 5236.857422
	Iteration 7F: 3 clusters Score -3199382 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3200776.500000 Penalty: 5236.857422
	Iteration 8F: 3 clusters Score -3200776 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -3201919.500000 Penalty: 5236.857422
	Iteration 9Q: 3 clusters Score -3201920 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -3202880.750000 Penalty: 5236.857422
	Iteration 10Q: 3 clusters Score -3202881 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3203655.500000 Penalty: 5236.857422
	Iteration 11Q: 3 clusters Score -3203656 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3204314.000000 Penalty: 5236.857422
	Iteration 12Q: 3 clusters Score -3204314 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -3204830.250000 Penalty: 5236.857422
	Iteration 13Q: 3 clusters Score -3204830 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3205243.000000 Penalty: 5236.857422
	Iteration 14Q: 3 clusters Score -3205243 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3205492.500000 Penalty: 5236.857422
	Iteration 15Q: 3 clusters Score -3205492 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -3205647.250000 Penalty: 5236.857422
	Iteration 16Q: 3 clusters Score -3205647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -3205751.000000 Penalty: 5236.857422
	Iteration 17Q: 3 clusters Score -3205751 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -3205809.500000 Penalty: 5236.857422
	Iteration 18Q: 3 clusters Score -3205810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -3205852.500000 Penalty: 5236.857422
	Iteration 19Q: 3 clusters Score -3205852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -3205894.000000 Penalty: 5236.857422
	Iteration 20F: 3 clusters Score -3205894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -3205915.750000 Penalty: 5236.857422
	Iteration 21Q: 3 clusters Score -3205916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -3205929.500000 Penalty: 5236.857422
	Iteration 22Q: 3 clusters Score -3205930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -3205942.000000 Penalty: 5236.857422
	Iteration 23Q: 3 clusters Score -3205942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -3205947.750000 Penalty: 5236.857422
	Iteration 24Q: 3 clusters Score -3205948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -3205950.250000 Penalty: 5236.857422
	Iteration 25Q: 3 clusters Score -3205950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -3205956.500000 Penalty: 5236.857422
	Iteration 26Q: 3 clusters Score -3205956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -3205956.000000 Penalty: 5236.857422
	Iteration 27Q: 3 clusters Score -3205956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -3205955.500000 Penalty: 5236.857422
	Iteration 28Q: 3 clusters Score -3205956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3205957.000000 Penalty: 5236.857422
	Iteration 29Q: 3 clusters Score -3205957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3205957.000000 Penalty: 5236.857422
	Iteration 30F: 3 clusters Score -3205957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -53904.683594 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -53904.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -52206.437500 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -52206.44 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52435.589844 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -52435.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52498.472656 Penalty: 3247.205566
	Iteration 2Q: 3 clusters Score -52498.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52562.644531 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -52562.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52633.039062 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -52633.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52676.054688 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -52676.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52752.218750 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -52752.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -52828.718750 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -52828.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -52884.960938 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -52884.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52922.296875 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -52922.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -52980.109375 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -52980.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -53057.808594 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -53057.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53135.863281 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -53135.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -53206.191406 Penalty: 3247.205566
	Iteration 13Q: 3 clusters Score -53206.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -53232.300781 Penalty: 3247.205566
	Iteration 14Q: 3 clusters Score -53232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -53248.343750 Penalty: 3247.205566
	Iteration 15Q: 3 clusters Score -53248.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -53257.949219 Penalty: 3247.205566
	Iteration 16Q: 3 clusters Score -53257.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53260.390625 Penalty: 3247.205566
	Iteration 17Q: 3 clusters Score -53260.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -53265.519531 Penalty: 3247.205566
	Iteration 18Q: 3 clusters Score -53265.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -53270.902344 Penalty: 3247.205566
	Iteration 19Q: 3 clusters Score -53270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -53274.093750 Penalty: 3247.205566
	Iteration 20F: 3 clusters Score -53274.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Entering Unmasked Estep 
Score: -1347619.375000 Penalty: 2405.104004
	Iteration 0F: 2 clusters Score -1347619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1335906.875000 Penalty: 4810.208008
	Iteration 0F: 3 clusters Score -1335907 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1339691.750000 Penalty: 4810.208008
	Iteration 1F: 3 clusters Score -1339692 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1340150.125000 Penalty: 4810.208008
	Iteration 2F: 3 clusters Score -1340150 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1340575.250000 Penalty: 4810.208008
	Iteration 3F: 3 clusters Score -1340575 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1340971.375000 Penalty: 4810.208008
	Iteration 4F: 3 clusters Score -1340971 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1341328.500000 Penalty: 4810.208008
	Iteration 5Q: 3 clusters Score -1341328 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1341721.125000 Penalty: 4810.208008
	Iteration 6Q: 3 clusters Score -1341721 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1342168.875000 Penalty: 4810.208008
	Iteration 7Q: 3 clusters Score -1342169 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1342667.625000 Penalty: 4810.208008
	Iteration 8F: 3 clusters Score -1342668 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1343090.000000 Penalty: 4810.208008
	Iteration 9Q: 3 clusters Score -1343090 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1343505.750000 Penalty: 4810.208008
	Iteration 10Q: 3 clusters Score -1343506 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1343900.250000 Penalty: 4810.208008
	Iteration 11Q: 3 clusters Score -1343900 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1344270.500000 Penalty: 4810.208008
	Iteration 12Q: 3 clusters Score -1344270 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1344585.500000 Penalty: 4810.208008
	Iteration 13Q: 3 clusters Score -1344586 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1344866.500000 Penalty: 4810.208008
	Iteration 14Q: 3 clusters Score -1344866 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1345070.625000 Penalty: 4810.208008
	Iteration 15Q: 3 clusters Score -1345071 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1345206.125000 Penalty: 4810.208008
	Iteration 16Q: 3 clusters Score -1345206 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1345298.875000 Penalty: 4810.208008
	Iteration 17Q: 3 clusters Score -1345299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1345345.750000 Penalty: 4810.208008
	Iteration 18Q: 3 clusters Score -1345346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1345382.250000 Penalty: 4810.208008
	Iteration 19Q: 3 clusters Score -1345382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1345406.125000 Penalty: 4810.208008
	Iteration 20F: 3 clusters Score -1345406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1345424.125000 Penalty: 4810.208008
	Iteration 21Q: 3 clusters Score -1345424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1345436.750000 Penalty: 4810.208008
	Iteration 22Q: 3 clusters Score -1345437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1345451.625000 Penalty: 4810.208008
	Iteration 23Q: 3 clusters Score -1345452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1345463.875000 Penalty: 4810.208008
	Iteration 24Q: 3 clusters Score -1345464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1345481.375000 Penalty: 4810.208008
	Iteration 25Q: 3 clusters Score -1345481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1345490.750000 Penalty: 4810.208008
	Iteration 26Q: 3 clusters Score -1345491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1345498.000000 Penalty: 4810.208008
	Iteration 27Q: 3 clusters Score -1345498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1345509.500000 Penalty: 4810.208008
	Iteration 28Q: 3 clusters Score -1345510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1345517.375000 Penalty: 4810.208008
	Iteration 29Q: 3 clusters Score -1345517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1345520.750000 Penalty: 4810.208008
	Iteration 30Q: 3 clusters Score -1345521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1345523.125000 Penalty: 4810.208008
	Iteration 31Q: 3 clusters Score -1345523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1345523.500000 Penalty: 4810.208008
	Iteration 32Q: 3 clusters Score -1345524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1345525.875000 Penalty: 4810.208008
	Iteration 33Q: 3 clusters Score -1345526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1345524.375000 Penalty: 4810.208008
	Iteration 34Q: 3 clusters Score -1345524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1345526.500000 Penalty: 4810.208008
	Iteration 35Q: 3 clusters Score -1345526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1345526.750000 Penalty: 4810.208008
	Iteration 36Q: 3 clusters Score -1345527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1345528.625000 Penalty: 4810.208008
	Iteration 37Q: 3 clusters Score -1345529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1345529.125000 Penalty: 4810.208008
	Iteration 38Q: 3 clusters Score -1345529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1345535.000000 Penalty: 4810.208008
	Iteration 39Q: 3 clusters Score -1345535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1345537.375000 Penalty: 4810.208008
	Iteration 40F: 3 clusters Score -1345537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1345539.250000 Penalty: 4810.208008
	Iteration 41Q: 3 clusters Score -1345539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1345541.625000 Penalty: 4810.208008
	Iteration 42Q: 3 clusters Score -1345542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1345545.375000 Penalty: 4810.208008
	Iteration 43Q: 3 clusters Score -1345545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1345551.000000 Penalty: 4810.208008
	Iteration 44Q: 3 clusters Score -1345551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1345556.250000 Penalty: 4810.208008
	Iteration 45Q: 3 clusters Score -1345556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1345564.125000 Penalty: 4810.208008
	Iteration 46Q: 3 clusters Score -1345564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1345565.625000 Penalty: 4810.208008
	Iteration 47Q: 3 clusters Score -1345566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1345565.625000 Penalty: 4810.208008
	Iteration 48F: 3 clusters Score -1345566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Entering Unmasked Estep 
Score: -4698039.000000 Penalty: 2717.991699
	Iteration 0F: 2 clusters Score -4698039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4659467.500000 Penalty: 5435.983398
	Iteration 0F: 3 clusters Score -4659468 nChanged 26510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4674092.500000 Penalty: 5435.983398
	Iteration 1F: 3 clusters Score -4674092 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4674950.500000 Penalty: 5435.983398
	Iteration 2Q: 3 clusters Score -4674950 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4676126.500000 Penalty: 5435.983398
	Iteration 3Q: 3 clusters Score -4676126 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4677965.000000 Penalty: 5435.983398
	Iteration 4F: 3 clusters Score -4677965 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -4680675.000000 Penalty: 5435.983398
	Iteration 5F: 3 clusters Score -4680675 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -4683800.000000 Penalty: 5435.983398
	Iteration 6F: 3 clusters Score -4683800 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -4686579.500000 Penalty: 5435.983398
	Iteration 7F: 3 clusters Score -4686580 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -4688823.000000 Penalty: 5435.983398
	Iteration 8F: 3 clusters Score -4688823 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -4690570.000000 Penalty: 5435.983398
	Iteration 9Q: 3 clusters Score -4690570 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -4692041.500000 Penalty: 5435.983398
	Iteration 10Q: 3 clusters Score -4692042 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -4693244.000000 Penalty: 5435.983398
	Iteration 11Q: 3 clusters Score -4693244 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -4694163.000000 Penalty: 5435.983398
	Iteration 12Q: 3 clusters Score -4694163 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -4694776.000000 Penalty: 5435.983398
	Iteration 13Q: 3 clusters Score -4694776 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -4695112.000000 Penalty: 5435.983398
	Iteration 14Q: 3 clusters Score -4695112 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -4695301.500000 Penalty: 5435.983398
	Iteration 15Q: 3 clusters Score -4695302 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -4695403.500000 Penalty: 5435.983398
	Iteration 16Q: 3 clusters Score -4695404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -4695474.500000 Penalty: 5435.983398
	Iteration 17Q: 3 clusters Score -4695474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -4695519.000000 Penalty: 5435.983398
	Iteration 18Q: 3 clusters Score -4695519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -4695563.000000 Penalty: 5435.983398
	Iteration 19Q: 3 clusters Score -4695563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -4695595.500000 Penalty: 5435.983398
	Iteration 20F: 3 clusters Score -4695596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -4695612.000000 Penalty: 5435.983398
	Iteration 21Q: 3 clusters Score -4695612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -4695623.000000 Penalty: 5435.983398
	Iteration 22Q: 3 clusters Score -4695623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -4695635.500000 Penalty: 5435.983398
	Iteration 23Q: 3 clusters Score -4695636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -4695653.500000 Penalty: 5435.983398
	Iteration 24Q: 3 clusters Score -4695654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -4695666.000000 Penalty: 5435.983398
	Iteration 25Q: 3 clusters Score -4695666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -4695672.000000 Penalty: 5435.983398
	Iteration 26Q: 3 clusters Score -4695672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -4695675.000000 Penalty: 5435.983398
	Iteration 27Q: 3 clusters Score -4695675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -4695676.000000 Penalty: 5435.983398
	Iteration 28Q: 3 clusters Score -4695676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -4695677.000000 Penalty: 5435.983398
	Iteration 29Q: 3 clusters Score -4695677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -4695680.000000 Penalty: 5435.983398
	Iteration 30Q: 3 clusters Score -4695680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -4695680.000000 Penalty: 5435.983398
	Iteration 31F: 3 clusters Score -4695680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -132498.968750 Penalty: 1872.824585
	Iteration 0F: 2 clusters Score -132499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130005.164062 Penalty: 3745.649170
	Iteration 0F: 3 clusters Score -130005.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -130489.242188 Penalty: 3745.649170
	Iteration 1F: 3 clusters Score -130489.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -130656.343750 Penalty: 3745.649170
	Iteration 2F: 3 clusters Score -130656.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130781.695312 Penalty: 3745.649170
	Iteration 3F: 3 clusters Score -130781.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -130887.585938 Penalty: 3745.649170
	Iteration 4Q: 3 clusters Score -130887.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130988.617188 Penalty: 3745.649170
	Iteration 5Q: 3 clusters Score -130988.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -131052.664062 Penalty: 3745.649170
	Iteration 6Q: 3 clusters Score -131052.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -131111.843750 Penalty: 3745.649170
	Iteration 7Q: 3 clusters Score -131111.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -131144.781250 Penalty: 3745.649170
	Iteration 8Q: 3 clusters Score -131144.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -131169.734375 Penalty: 3745.649170
	Iteration 9Q: 3 clusters Score -131169.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -131189.406250 Penalty: 3745.649170
	Iteration 10Q: 3 clusters Score -131189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131206.234375 Penalty: 3745.649170
	Iteration 11Q: 3 clusters Score -131206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131226.375000 Penalty: 3745.649170
	Iteration 12Q: 3 clusters Score -131226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -131240.875000 Penalty: 3745.649170
	Iteration 13Q: 3 clusters Score -131240.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -131259.578125 Penalty: 3745.649170
	Iteration 14Q: 3 clusters Score -131259.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -131283.078125 Penalty: 3745.649170
	Iteration 15Q: 3 clusters Score -131283.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -131313.421875 Penalty: 3745.649170
	Iteration 16Q: 3 clusters Score -131313.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -131352.140625 Penalty: 3745.649170
	Iteration 17Q: 3 clusters Score -131352.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -131385.750000 Penalty: 3745.649170
	Iteration 18Q: 3 clusters Score -131385.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -131402.140625 Penalty: 3745.649170
	Iteration 19Q: 3 clusters Score -131402.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -131422.625000 Penalty: 3745.649170
	Iteration 20F: 3 clusters Score -131422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -131439.765625 Penalty: 3745.649170
	Iteration 21Q: 3 clusters Score -131439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -131452.906250 Penalty: 3745.649170
	Iteration 22Q: 3 clusters Score -131452.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -131459.093750 Penalty: 3745.649170
	Iteration 23Q: 3 clusters Score -131459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -131466.796875 Penalty: 3745.649170
	Iteration 24Q: 3 clusters Score -131466.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -131473.843750 Penalty: 3745.649170
	Iteration 25Q: 3 clusters Score -131473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -131478.796875 Penalty: 3745.649170
	Iteration 26Q: 3 clusters Score -131478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -131484.843750 Penalty: 3745.649170
	Iteration 27Q: 3 clusters Score -131484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -131491.203125 Penalty: 3745.649170
	Iteration 28Q: 3 clusters Score -131491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131496.812500 Penalty: 3745.649170
	Iteration 29Q: 3 clusters Score -131496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -131501.000000 Penalty: 3745.649170
	Iteration 30Q: 3 clusters Score -131501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -131506.328125 Penalty: 3745.649170
	Iteration 31Q: 3 clusters Score -131506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -131511.640625 Penalty: 3745.649170
	Iteration 32Q: 3 clusters Score -131511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131515.234375 Penalty: 3745.649170
	Iteration 33Q: 3 clusters Score -131515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131520.140625 Penalty: 3745.649170
	Iteration 34Q: 3 clusters Score -131520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -131524.218750 Penalty: 3745.649170
	Iteration 35Q: 3 clusters Score -131524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -131530.406250 Penalty: 3745.649170
	Iteration 36Q: 3 clusters Score -131530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131531.687500 Penalty: 3745.649170
	Iteration 37Q: 3 clusters Score -131531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -131533.531250 Penalty: 3745.649170
	Iteration 38Q: 3 clusters Score -131533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131533.921875 Penalty: 3745.649170
	Iteration 39Q: 3 clusters Score -131533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -131533.921875 Penalty: 3745.649170
	Iteration 40F: 3 clusters Score -131533.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -154469.921875 Penalty: 1884.029785
	Iteration 0F: 2 clusters Score -154469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -151837.375000 Penalty: 3768.059570
	Iteration 0F: 3 clusters Score -151837.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -152348.437500 Penalty: 3768.059570
	Iteration 1F: 3 clusters Score -152348.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -152593.031250 Penalty: 3768.059570
	Iteration 2F: 3 clusters Score -152593 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152793.109375 Penalty: 3768.059570
	Iteration 3F: 3 clusters Score -152793.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152961.203125 Penalty: 3768.059570
	Iteration 4F: 3 clusters Score -152961.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153093.562500 Penalty: 3768.059570
	Iteration 5Q: 3 clusters Score -153093.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153218.671875 Penalty: 3768.059570
	Iteration 6Q: 3 clusters Score -153218.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153301.468750 Penalty: 3768.059570
	Iteration 7Q: 3 clusters Score -153301.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153367.953125 Penalty: 3768.059570
	Iteration 8Q: 3 clusters Score -153368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -153409.593750 Penalty: 3768.059570
	Iteration 9Q: 3 clusters Score -153409.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153445.843750 Penalty: 3768.059570
	Iteration 10Q: 3 clusters Score -153445.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -153471.203125 Penalty: 3768.059570
	Iteration 11Q: 3 clusters Score -153471.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -153490.953125 Penalty: 3768.059570
	Iteration 12Q: 3 clusters Score -153491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153505.968750 Penalty: 3768.059570
	Iteration 13Q: 3 clusters Score -153506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153516.687500 Penalty: 3768.059570
	Iteration 14Q: 3 clusters Score -153516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153520.500000 Penalty: 3768.059570
	Iteration 15Q: 3 clusters Score -153520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153524.203125 Penalty: 3768.059570
	Iteration 16Q: 3 clusters Score -153524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153527.953125 Penalty: 3768.059570
	Iteration 17Q: 3 clusters Score -153528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153529.250000 Penalty: 3768.059570
	Iteration 18Q: 3 clusters Score -153529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -153530.640625 Penalty: 3768.059570
	Iteration 19Q: 3 clusters Score -153530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -153530.640625 Penalty: 3768.059570
	Iteration 20F: 3 clusters Score -153530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -209760.703125 Penalty: 1955.934570
	Iteration 0F: 2 clusters Score -209760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -206741.921875 Penalty: 3911.869141
	Iteration 0F: 3 clusters Score -206741.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207316.484375 Penalty: 3911.869141
	Iteration 1F: 3 clusters Score -207316.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -207466.765625 Penalty: 3911.869141
	Iteration 2F: 3 clusters Score -207466.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -207559.796875 Penalty: 3911.869141
	Iteration 3F: 3 clusters Score -207559.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -207629.203125 Penalty: 3911.869141
	Iteration 4Q: 3 clusters Score -207629.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -207669.921875 Penalty: 3911.869141
	Iteration 5Q: 3 clusters Score -207669.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -207709.640625 Penalty: 3911.869141
	Iteration 6Q: 3 clusters Score -207709.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -207759.875000 Penalty: 3911.869141
	Iteration 7Q: 3 clusters Score -207759.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -207815.093750 Penalty: 3911.869141
	Iteration 8Q: 3 clusters Score -207815.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -207884.578125 Penalty: 3911.869141
	Iteration 9Q: 3 clusters Score -207884.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -207977.421875 Penalty: 3911.869141
	Iteration 10Q: 3 clusters Score -207977.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -208064.687500 Penalty: 3911.869141
	Iteration 11Q: 3 clusters Score -208064.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -208134.437500 Penalty: 3911.869141
	Iteration 12Q: 3 clusters Score -208134.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -208200.671875 Penalty: 3911.869141
	Iteration 13Q: 3 clusters Score -208200.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -208273.859375 Penalty: 3911.869141
	Iteration 14Q: 3 clusters Score -208273.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -208346.093750 Penalty: 3911.869141
	Iteration 15Q: 3 clusters Score -208346.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -208408.000000 Penalty: 3911.869141
	Iteration 16Q: 3 clusters Score -208408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -208448.203125 Penalty: 3911.869141
	Iteration 17Q: 3 clusters Score -208448.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -208479.500000 Penalty: 3911.869141
	Iteration 18Q: 3 clusters Score -208479.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -208499.703125 Penalty: 3911.869141
	Iteration 19Q: 3 clusters Score -208499.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -208515.046875 Penalty: 3911.869141
	Iteration 20F: 3 clusters Score -208515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -208530.609375 Penalty: 3911.869141
	Iteration 21Q: 3 clusters Score -208530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -208537.390625 Penalty: 3911.869141
	Iteration 22Q: 3 clusters Score -208537.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -208545.796875 Penalty: 3911.869141
	Iteration 23Q: 3 clusters Score -208545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -208551.953125 Penalty: 3911.869141
	Iteration 24Q: 3 clusters Score -208552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -208559.562500 Penalty: 3911.869141
	Iteration 25Q: 3 clusters Score -208559.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -208567.828125 Penalty: 3911.869141
	Iteration 26Q: 3 clusters Score -208567.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208575.109375 Penalty: 3911.869141
	Iteration 27Q: 3 clusters Score -208575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -208579.281250 Penalty: 3911.869141
	Iteration 28Q: 3 clusters Score -208579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208582.906250 Penalty: 3911.869141
	Iteration 29Q: 3 clusters Score -208582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -208586.875000 Penalty: 3911.869141
	Iteration 30Q: 3 clusters Score -208586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -208592.609375 Penalty: 3911.869141
	Iteration 31Q: 3 clusters Score -208592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -208595.921875 Penalty: 3911.869141
	Iteration 32Q: 3 clusters Score -208595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208599.734375 Penalty: 3911.869141
	Iteration 33Q: 3 clusters Score -208599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -208600.468750 Penalty: 3911.869141
	Iteration 34Q: 3 clusters Score -208600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208600.750000 Penalty: 3911.869141
	Iteration 35Q: 3 clusters Score -208600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208601.500000 Penalty: 3911.869141
	Iteration 36Q: 3 clusters Score -208601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -208602.140625 Penalty: 3911.869141
	Iteration 37Q: 3 clusters Score -208602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -208602.968750 Penalty: 3911.869141
	Iteration 38Q: 3 clusters Score -208603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -208603.343750 Penalty: 3911.869141
	Iteration 39Q: 3 clusters Score -208603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -208603.984375 Penalty: 3911.869141
	Iteration 40F: 3 clusters Score -208604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Entering Unmasked Estep 
Score: -1044502.812500 Penalty: 2339.999512
	Iteration 0F: 2 clusters Score -1044503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1035208.562500 Penalty: 4679.999023
	Iteration 0F: 3 clusters Score -1035209 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1038067.937500 Penalty: 4679.999023
	Iteration 1F: 3 clusters Score -1038068 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1038408.437500 Penalty: 4679.999023
	Iteration 2F: 3 clusters Score -1038408 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1038696.437500 Penalty: 4679.999023
	Iteration 3Q: 3 clusters Score -1038696 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1038992.687500 Penalty: 4679.999023
	Iteration 4Q: 3 clusters Score -1038993 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1039259.375000 Penalty: 4679.999023
	Iteration 5Q: 3 clusters Score -1039259 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1039471.312500 Penalty: 4679.999023
	Iteration 6Q: 3 clusters Score -1039471 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1039653.875000 Penalty: 4679.999023
	Iteration 7Q: 3 clusters Score -1039654 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1039831.000000 Penalty: 4679.999023
	Iteration 8Q: 3 clusters Score -1039831 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1039971.312500 Penalty: 4679.999023
	Iteration 9Q: 3 clusters Score -1039971 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1040114.437500 Penalty: 4679.999023
	Iteration 10Q: 3 clusters Score -1040114 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1040263.437500 Penalty: 4679.999023
	Iteration 11Q: 3 clusters Score -1040263 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1040439.375000 Penalty: 4679.999023
	Iteration 12Q: 3 clusters Score -1040439 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1040623.687500 Penalty: 4679.999023
	Iteration 13Q: 3 clusters Score -1040624 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1040809.812500 Penalty: 4679.999023
	Iteration 14Q: 3 clusters Score -1040810 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1041004.812500 Penalty: 4679.999023
	Iteration 15Q: 3 clusters Score -1041005 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1041161.375000 Penalty: 4679.999023
	Iteration 16Q: 3 clusters Score -1041161 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1041296.500000 Penalty: 4679.999023
	Iteration 17Q: 3 clusters Score -1041296 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1041431.875000 Penalty: 4679.999023
	Iteration 18Q: 3 clusters Score -1041432 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1041558.812500 Penalty: 4679.999023
	Iteration 19Q: 3 clusters Score -1041559 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1041671.687500 Penalty: 4679.999023
	Iteration 20F: 3 clusters Score -1041672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1041762.500000 Penalty: 4679.999023
	Iteration 21Q: 3 clusters Score -1041762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1041849.562500 Penalty: 4679.999023
	Iteration 22Q: 3 clusters Score -1041850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1041925.687500 Penalty: 4679.999023
	Iteration 23Q: 3 clusters Score -1041926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1041990.375000 Penalty: 4679.999023
	Iteration 24Q: 3 clusters Score -1041990 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1042041.625000 Penalty: 4679.999023
	Iteration 25Q: 3 clusters Score -1042042 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1042076.312500 Penalty: 4679.999023
	Iteration 26Q: 3 clusters Score -1042076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1042113.000000 Penalty: 4679.999023
	Iteration 27Q: 3 clusters Score -1042113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1042137.875000 Penalty: 4679.999023
	Iteration 28Q: 3 clusters Score -1042138 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1042166.875000 Penalty: 4679.999023
	Iteration 29Q: 3 clusters Score -1042167 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1042201.437500 Penalty: 4679.999023
	Iteration 30Q: 3 clusters Score -1042201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1042221.062500 Penalty: 4679.999023
	Iteration 31Q: 3 clusters Score -1042221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1042249.687500 Penalty: 4679.999023
	Iteration 32Q: 3 clusters Score -1042250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1042274.062500 Penalty: 4679.999023
	Iteration 33Q: 3 clusters Score -1042274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1042294.375000 Penalty: 4679.999023
	Iteration 34Q: 3 clusters Score -1042294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1042309.125000 Penalty: 4679.999023
	Iteration 35Q: 3 clusters Score -1042309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1042329.000000 Penalty: 4679.999023
	Iteration 36Q: 3 clusters Score -1042329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1042350.687500 Penalty: 4679.999023
	Iteration 37Q: 3 clusters Score -1042351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1042376.875000 Penalty: 4679.999023
	Iteration 38Q: 3 clusters Score -1042377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1042407.687500 Penalty: 4679.999023
	Iteration 39Q: 3 clusters Score -1042408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1042428.312500 Penalty: 4679.999023
	Iteration 40F: 3 clusters Score -1042428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1042447.375000 Penalty: 4679.999023
	Iteration 41Q: 3 clusters Score -1042447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1042465.187500 Penalty: 4679.999023
	Iteration 42Q: 3 clusters Score -1042465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1042484.937500 Penalty: 4679.999023
	Iteration 43Q: 3 clusters Score -1042485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1042510.000000 Penalty: 4679.999023
	Iteration 44Q: 3 clusters Score -1042510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1042535.687500 Penalty: 4679.999023
	Iteration 45Q: 3 clusters Score -1042536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1042560.375000 Penalty: 4679.999023
	Iteration 46Q: 3 clusters Score -1042560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1042584.812500 Penalty: 4679.999023
	Iteration 47Q: 3 clusters Score -1042585 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1042605.937500 Penalty: 4679.999023
	Iteration 48Q: 3 clusters Score -1042606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1042623.750000 Penalty: 4679.999023
	Iteration 49Q: 3 clusters Score -1042624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1042646.687500 Penalty: 4679.999023
	Iteration 50Q: 3 clusters Score -1042647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1042664.125000 Penalty: 4679.999023
	Iteration 51Q: 3 clusters Score -1042664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1042677.750000 Penalty: 4679.999023
	Iteration 52Q: 3 clusters Score -1042678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1042688.625000 Penalty: 4679.999023
	Iteration 53Q: 3 clusters Score -1042689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1042696.000000 Penalty: 4679.999023
	Iteration 54Q: 3 clusters Score -1042696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1042702.187500 Penalty: 4679.999023
	Iteration 55Q: 3 clusters Score -1042702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1042705.562500 Penalty: 4679.999023
	Iteration 56Q: 3 clusters Score -1042706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1042713.062500 Penalty: 4679.999023
	Iteration 57Q: 3 clusters Score -1042713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1042715.375000 Penalty: 4679.999023
	Iteration 58Q: 3 clusters Score -1042715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1042718.375000 Penalty: 4679.999023
	Iteration 59Q: 3 clusters Score -1042718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1042716.812500 Penalty: 4679.999023
	Iteration 60F: 3 clusters Score -1042717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1042720.062500 Penalty: 4679.999023
	Iteration 61Q: 3 clusters Score -1042720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1042723.312500 Penalty: 4679.999023
	Iteration 62Q: 3 clusters Score -1042723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1042722.312500 Penalty: 4679.999023
	Iteration 63Q: 3 clusters Score -1042722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1042723.500000 Penalty: 4679.999023
	Iteration 64Q: 3 clusters Score -1042724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1042726.187500 Penalty: 4679.999023
	Iteration 65Q: 3 clusters Score -1042726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1042725.937500 Penalty: 4679.999023
	Iteration 66Q: 3 clusters Score -1042726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1042726.437500 Penalty: 4679.999023
	Iteration 67Q: 3 clusters Score -1042726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1042727.500000 Penalty: 4679.999023
	Iteration 68Q: 3 clusters Score -1042728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1042727.187500 Penalty: 4679.999023
	Iteration 69Q: 3 clusters Score -1042727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1042727.437500 Penalty: 4679.999023
	Iteration 70Q: 3 clusters Score -1042727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1042729.375000 Penalty: 4679.999023
	Iteration 71Q: 3 clusters Score -1042729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1042732.500000 Penalty: 4679.999023
	Iteration 72Q: 3 clusters Score -1042732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1042731.937500 Penalty: 4679.999023
	Iteration 73Q: 3 clusters Score -1042732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1042731.937500 Penalty: 4679.999023
	Iteration 74F: 3 clusters Score -1042732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Entering Unmasked Estep 
Score: -1701938.000000 Penalty: 2468.401123
	Iteration 0F: 2 clusters Score -1701938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1687244.875000 Penalty: 4936.802246
	Iteration 0F: 3 clusters Score -1687245 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1692149.750000 Penalty: 4936.802246
	Iteration 1F: 3 clusters Score -1692150 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1692569.000000 Penalty: 4936.802246
	Iteration 2F: 3 clusters Score -1692569 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1692916.250000 Penalty: 4936.802246
	Iteration 3Q: 3 clusters Score -1692916 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1693194.500000 Penalty: 4936.802246
	Iteration 4Q: 3 clusters Score -1693194 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1693435.375000 Penalty: 4936.802246
	Iteration 5Q: 3 clusters Score -1693435 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1693667.125000 Penalty: 4936.802246
	Iteration 6Q: 3 clusters Score -1693667 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1693898.250000 Penalty: 4936.802246
	Iteration 7Q: 3 clusters Score -1693898 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1694139.250000 Penalty: 4936.802246
	Iteration 8Q: 3 clusters Score -1694139 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1694391.625000 Penalty: 4936.802246
	Iteration 9Q: 3 clusters Score -1694392 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1694646.375000 Penalty: 4936.802246
	Iteration 10Q: 3 clusters Score -1694646 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1694901.250000 Penalty: 4936.802246
	Iteration 11Q: 3 clusters Score -1694901 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1695160.375000 Penalty: 4936.802246
	Iteration 12Q: 3 clusters Score -1695160 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1695397.500000 Penalty: 4936.802246
	Iteration 13Q: 3 clusters Score -1695398 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1695616.375000 Penalty: 4936.802246
	Iteration 14Q: 3 clusters Score -1695616 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1695846.000000 Penalty: 4936.802246
	Iteration 15Q: 3 clusters Score -1695846 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1696059.000000 Penalty: 4936.802246
	Iteration 16Q: 3 clusters Score -1696059 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1696309.375000 Penalty: 4936.802246
	Iteration 17Q: 3 clusters Score -1696309 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1696548.375000 Penalty: 4936.802246
	Iteration 18Q: 3 clusters Score -1696548 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1696781.750000 Penalty: 4936.802246
	Iteration 19Q: 3 clusters Score -1696782 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1697033.250000 Penalty: 4936.802246
	Iteration 20F: 3 clusters Score -1697033 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1697267.375000 Penalty: 4936.802246
	Iteration 21Q: 3 clusters Score -1697267 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1697523.250000 Penalty: 4936.802246
	Iteration 22Q: 3 clusters Score -1697523 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1697769.625000 Penalty: 4936.802246
	Iteration 23Q: 3 clusters Score -1697770 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1698025.500000 Penalty: 4936.802246
	Iteration 24Q: 3 clusters Score -1698026 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1698296.500000 Penalty: 4936.802246
	Iteration 25Q: 3 clusters Score -1698296 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1698569.250000 Penalty: 4936.802246
	Iteration 26Q: 3 clusters Score -1698569 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1698826.250000 Penalty: 4936.802246
	Iteration 27Q: 3 clusters Score -1698826 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1699054.500000 Penalty: 4936.802246
	Iteration 28Q: 3 clusters Score -1699054 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1699223.125000 Penalty: 4936.802246
	Iteration 29Q: 3 clusters Score -1699223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -1699358.125000 Penalty: 4936.802246
	Iteration 30Q: 3 clusters Score -1699358 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1699461.750000 Penalty: 4936.802246
	Iteration 31Q: 3 clusters Score -1699462 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1699545.750000 Penalty: 4936.802246
	Iteration 32Q: 3 clusters Score -1699546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -1699617.125000 Penalty: 4936.802246
	Iteration 33Q: 3 clusters Score -1699617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1699672.625000 Penalty: 4936.802246
	Iteration 34Q: 3 clusters Score -1699673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -1699707.125000 Penalty: 4936.802246
	Iteration 35Q: 3 clusters Score -1699707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -1699732.875000 Penalty: 4936.802246
	Iteration 36Q: 3 clusters Score -1699733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1699758.625000 Penalty: 4936.802246
	Iteration 37Q: 3 clusters Score -1699759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -1699769.625000 Penalty: 4936.802246
	Iteration 38Q: 3 clusters Score -1699770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1699782.125000 Penalty: 4936.802246
	Iteration 39Q: 3 clusters Score -1699782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1699793.875000 Penalty: 4936.802246
	Iteration 40F: 3 clusters Score -1699794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1699797.250000 Penalty: 4936.802246
	Iteration 41Q: 3 clusters Score -1699797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1699800.250000 Penalty: 4936.802246
	Iteration 42Q: 3 clusters Score -1699800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1699803.625000 Penalty: 4936.802246
	Iteration 43Q: 3 clusters Score -1699804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1699812.000000 Penalty: 4936.802246
	Iteration 44Q: 3 clusters Score -1699812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1699812.500000 Penalty: 4936.802246
	Iteration 45Q: 3 clusters Score -1699812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -1699810.000000 Penalty: 4936.802246
	Iteration 46Q: 3 clusters Score -1699810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1699811.375000 Penalty: 4936.802246
	Iteration 47Q: 3 clusters Score -1699811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -1699811.375000 Penalty: 4936.802246
	Iteration 48F: 3 clusters Score -1699811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Entering Unmasked Estep 
Score: -902897.187500 Penalty: 2341.558838
	Iteration 0F: 2 clusters Score -902897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -893555.812500 Penalty: 4683.117676
	Iteration 0F: 3 clusters Score -893555.8 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -896774.437500 Penalty: 4683.117676
	Iteration 1F: 3 clusters Score -896774.4 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -897359.687500 Penalty: 4683.117676
	Iteration 2F: 3 clusters Score -897359.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -897920.500000 Penalty: 4683.117676
	Iteration 3F: 3 clusters Score -897920.5 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -898412.125000 Penalty: 4683.117676
	Iteration 4F: 3 clusters Score -898412.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -898807.125000 Penalty: 4683.117676
	Iteration 5F: 3 clusters Score -898807.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -899139.062500 Penalty: 4683.117676
	Iteration 6Q: 3 clusters Score -899139.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -899387.375000 Penalty: 4683.117676
	Iteration 7Q: 3 clusters Score -899387.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -899597.312500 Penalty: 4683.117676
	Iteration 8Q: 3 clusters Score -899597.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -899782.312500 Penalty: 4683.117676
	Iteration 9Q: 3 clusters Score -899782.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -899938.812500 Penalty: 4683.117676
	Iteration 10Q: 3 clusters Score -899938.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -900068.500000 Penalty: 4683.117676
	Iteration 11Q: 3 clusters Score -900068.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -900189.500000 Penalty: 4683.117676
	Iteration 12Q: 3 clusters Score -900189.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -900300.437500 Penalty: 4683.117676
	Iteration 13Q: 3 clusters Score -900300.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -900417.062500 Penalty: 4683.117676
	Iteration 14Q: 3 clusters Score -900417.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -900534.625000 Penalty: 4683.117676
	Iteration 15Q: 3 clusters Score -900534.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -900648.125000 Penalty: 4683.117676
	Iteration 16Q: 3 clusters Score -900648.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -900738.812500 Penalty: 4683.117676
	Iteration 17Q: 3 clusters Score -900738.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -900822.875000 Penalty: 4683.117676
	Iteration 18Q: 3 clusters Score -900822.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -900906.312500 Penalty: 4683.117676
	Iteration 19Q: 3 clusters Score -900906.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -900970.062500 Penalty: 4683.117676
	Iteration 20F: 3 clusters Score -900970.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -901025.937500 Penalty: 4683.117676
	Iteration 21Q: 3 clusters Score -901025.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -901080.437500 Penalty: 4683.117676
	Iteration 22Q: 3 clusters Score -901080.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -901128.062500 Penalty: 4683.117676
	Iteration 23Q: 3 clusters Score -901128.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -901168.312500 Penalty: 4683.117676
	Iteration 24Q: 3 clusters Score -901168.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -901208.125000 Penalty: 4683.117676
	Iteration 25Q: 3 clusters Score -901208.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -901236.937500 Penalty: 4683.117676
	Iteration 26Q: 3 clusters Score -901236.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -901268.500000 Penalty: 4683.117676
	Iteration 27Q: 3 clusters Score -901268.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -901304.375000 Penalty: 4683.117676
	Iteration 28Q: 3 clusters Score -901304.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -901337.312500 Penalty: 4683.117676
	Iteration 29Q: 3 clusters Score -901337.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -901375.375000 Penalty: 4683.117676
	Iteration 30Q: 3 clusters Score -901375.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -901420.875000 Penalty: 4683.117676
	Iteration 31Q: 3 clusters Score -901420.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -901475.375000 Penalty: 4683.117676
	Iteration 32Q: 3 clusters Score -901475.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -901524.250000 Penalty: 4683.117676
	Iteration 33Q: 3 clusters Score -901524.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -901576.500000 Penalty: 4683.117676
	Iteration 34Q: 3 clusters Score -901576.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -901616.937500 Penalty: 4683.117676
	Iteration 35Q: 3 clusters Score -901616.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -901641.000000 Penalty: 4683.117676
	Iteration 36Q: 3 clusters Score -901641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -901662.562500 Penalty: 4683.117676
	Iteration 37Q: 3 clusters Score -901662.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -901677.312500 Penalty: 4683.117676
	Iteration 38Q: 3 clusters Score -901677.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -901690.312500 Penalty: 4683.117676
	Iteration 39Q: 3 clusters Score -901690.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -901707.687500 Penalty: 4683.117676
	Iteration 40F: 3 clusters Score -901707.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -901726.312500 Penalty: 4683.117676
	Iteration 41Q: 3 clusters Score -901726.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -901745.625000 Penalty: 4683.117676
	Iteration 42Q: 3 clusters Score -901745.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -901756.625000 Penalty: 4683.117676
	Iteration 43Q: 3 clusters Score -901756.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -901764.562500 Penalty: 4683.117676
	Iteration 44Q: 3 clusters Score -901764.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -901776.625000 Penalty: 4683.117676
	Iteration 45Q: 3 clusters Score -901776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -901791.250000 Penalty: 4683.117676
	Iteration 46Q: 3 clusters Score -901791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -901798.750000 Penalty: 4683.117676
	Iteration 47Q: 3 clusters Score -901798.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -901809.625000 Penalty: 4683.117676
	Iteration 48Q: 3 clusters Score -901809.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -901821.000000 Penalty: 4683.117676
	Iteration 49Q: 3 clusters Score -901821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -901829.562500 Penalty: 4683.117676
	Iteration 50Q: 3 clusters Score -901829.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -901831.937500 Penalty: 4683.117676
	Iteration 51Q: 3 clusters Score -901831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -901838.687500 Penalty: 4683.117676
	Iteration 52Q: 3 clusters Score -901838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -901839.687500 Penalty: 4683.117676
	Iteration 53Q: 3 clusters Score -901839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -901841.375000 Penalty: 4683.117676
	Iteration 54Q: 3 clusters Score -901841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -901842.500000 Penalty: 4683.117676
	Iteration 55Q: 3 clusters Score -901842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -901844.062500 Penalty: 4683.117676
	Iteration 56Q: 3 clusters Score -901844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -901846.812500 Penalty: 4683.117676
	Iteration 57Q: 3 clusters Score -901846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -901848.312500 Penalty: 4683.117676
	Iteration 58Q: 3 clusters Score -901848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -901849.125000 Penalty: 4683.117676
	Iteration 59Q: 3 clusters Score -901849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -901850.500000 Penalty: 4683.117676
	Iteration 60F: 3 clusters Score -901850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -901850.937500 Penalty: 4683.117676
	Iteration 61Q: 3 clusters Score -901850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -901851.875000 Penalty: 4683.117676
	Iteration 62Q: 3 clusters Score -901851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -901851.625000 Penalty: 4683.117676
	Iteration 63Q: 3 clusters Score -901851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -901851.625000 Penalty: 4683.117676
	Iteration 64F: 3 clusters Score -901851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -53370.917969 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -53370.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51688.359375 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -51688.36 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51860.847656 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -51860.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51921.128906 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -51921.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51953.496094 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -51953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51971.468750 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -51971.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51982.449219 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -51982.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51987.855469 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -51987.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51990.644531 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -51990.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51993.335938 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -51993.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51998.050781 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -51998.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52008.539062 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -52008.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52013.664062 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -52013.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52016.710938 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -52016.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52020.964844 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -52020.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52022.437500 Penalty: 3221.651611
	Iteration 14Q: 3 clusters Score -52022.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52022.437500 Penalty: 3221.651611
	Iteration 15F: 3 clusters Score -52022.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Entering Unmasked Estep 
Score: -1103127.750000 Penalty: 2353.898682
	Iteration 0F: 2 clusters Score -1103128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1093326.500000 Penalty: 4707.797363
	Iteration 0F: 3 clusters Score -1093326 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1096411.750000 Penalty: 4707.797363
	Iteration 1F: 3 clusters Score -1096412 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1096757.500000 Penalty: 4707.797363
	Iteration 2F: 3 clusters Score -1096758 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1096993.125000 Penalty: 4707.797363
	Iteration 3Q: 3 clusters Score -1096993 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1097199.250000 Penalty: 4707.797363
	Iteration 4Q: 3 clusters Score -1097199 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1097399.500000 Penalty: 4707.797363
	Iteration 5Q: 3 clusters Score -1097400 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1097584.750000 Penalty: 4707.797363
	Iteration 6Q: 3 clusters Score -1097585 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1097752.750000 Penalty: 4707.797363
	Iteration 7Q: 3 clusters Score -1097753 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1097952.750000 Penalty: 4707.797363
	Iteration 8Q: 3 clusters Score -1097953 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1098179.125000 Penalty: 4707.797363
	Iteration 9Q: 3 clusters Score -1098179 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1098446.000000 Penalty: 4707.797363
	Iteration 10Q: 3 clusters Score -1098446 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1098708.250000 Penalty: 4707.797363
	Iteration 11Q: 3 clusters Score -1098708 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1099016.625000 Penalty: 4707.797363
	Iteration 12Q: 3 clusters Score -1099017 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1099367.500000 Penalty: 4707.797363
	Iteration 13Q: 3 clusters Score -1099368 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1099686.750000 Penalty: 4707.797363
	Iteration 14Q: 3 clusters Score -1099687 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1099985.875000 Penalty: 4707.797363
	Iteration 15Q: 3 clusters Score -1099986 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1100248.375000 Penalty: 4707.797363
	Iteration 16Q: 3 clusters Score -1100248 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1100467.500000 Penalty: 4707.797363
	Iteration 17Q: 3 clusters Score -1100468 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1100635.375000 Penalty: 4707.797363
	Iteration 18Q: 3 clusters Score -1100635 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1100766.250000 Penalty: 4707.797363
	Iteration 19Q: 3 clusters Score -1100766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1100843.750000 Penalty: 4707.797363
	Iteration 20F: 3 clusters Score -1100844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1100893.625000 Penalty: 4707.797363
	Iteration 21Q: 3 clusters Score -1100894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1100936.125000 Penalty: 4707.797363
	Iteration 22Q: 3 clusters Score -1100936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1100973.625000 Penalty: 4707.797363
	Iteration 23Q: 3 clusters Score -1100974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1101001.000000 Penalty: 4707.797363
	Iteration 24Q: 3 clusters Score -1101001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1101029.375000 Penalty: 4707.797363
	Iteration 25Q: 3 clusters Score -1101029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1101045.000000 Penalty: 4707.797363
	Iteration 26Q: 3 clusters Score -1101045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1101061.375000 Penalty: 4707.797363
	Iteration 27Q: 3 clusters Score -1101061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1101073.750000 Penalty: 4707.797363
	Iteration 28Q: 3 clusters Score -1101074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1101085.500000 Penalty: 4707.797363
	Iteration 29Q: 3 clusters Score -1101086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1101093.750000 Penalty: 4707.797363
	Iteration 30Q: 3 clusters Score -1101094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1101101.750000 Penalty: 4707.797363
	Iteration 31Q: 3 clusters Score -1101102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1101110.500000 Penalty: 4707.797363
	Iteration 32Q: 3 clusters Score -1101110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1101116.500000 Penalty: 4707.797363
	Iteration 33Q: 3 clusters Score -1101116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1101118.750000 Penalty: 4707.797363
	Iteration 34Q: 3 clusters Score -1101119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1101125.500000 Penalty: 4707.797363
	Iteration 35Q: 3 clusters Score -1101126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1101130.000000 Penalty: 4707.797363
	Iteration 36Q: 3 clusters Score -1101130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1101135.875000 Penalty: 4707.797363
	Iteration 37Q: 3 clusters Score -1101136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1101137.875000 Penalty: 4707.797363
	Iteration 38Q: 3 clusters Score -1101138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1101140.000000 Penalty: 4707.797363
	Iteration 39Q: 3 clusters Score -1101140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1101140.125000 Penalty: 4707.797363
	Iteration 40F: 3 clusters Score -1101140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1101140.875000 Penalty: 4707.797363
	Iteration 41Q: 3 clusters Score -1101141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1101140.875000 Penalty: 4707.797363
	Iteration 42F: 3 clusters Score -1101141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -91695.375000 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -91695.38 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 610 members 
Entering Unmasked Estep 
Score: -89615.429688 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -89615.43 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -89944.320312 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -89944.32 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90063.593750 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -90063.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90137.445312 Penalty: 3519.973633
	Iteration 3Q: 3 clusters Score -90137.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -90208.828125 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -90208.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -90275.570312 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -90275.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -90314.570312 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -90314.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -90357.765625 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -90357.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90412.890625 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -90412.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90510.046875 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -90510.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -90607.820312 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -90607.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -90679.390625 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -90679.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -90729.484375 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -90729.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -90830.843750 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -90830.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90940.148438 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -90940.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -91051.953125 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -91051.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -91114.734375 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -91114.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -91136.070312 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -91136.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -91143.921875 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -91143.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -91151.156250 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -91151.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -91151.585938 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -91151.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Entering Unmasked Estep 
Score: -1973511.750000 Penalty: 2499.569824
	Iteration 0F: 2 clusters Score -1973512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1957098.375000 Penalty: 4999.139648
	Iteration 0F: 3 clusters Score -1957098 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1962670.500000 Penalty: 4999.139648
	Iteration 1F: 3 clusters Score -1962670 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1963214.625000 Penalty: 4999.139648
	Iteration 2F: 3 clusters Score -1963215 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1963832.875000 Penalty: 4999.139648
	Iteration 3F: 3 clusters Score -1963833 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1964519.375000 Penalty: 4999.139648
	Iteration 4F: 3 clusters Score -1964519 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1965288.125000 Penalty: 4999.139648
	Iteration 5F: 3 clusters Score -1965288 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1966081.375000 Penalty: 4999.139648
	Iteration 6F: 3 clusters Score -1966081 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1966861.125000 Penalty: 4999.139648
	Iteration 7F: 3 clusters Score -1966861 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1967661.750000 Penalty: 4999.139648
	Iteration 8F: 3 clusters Score -1967662 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1968426.125000 Penalty: 4999.139648
	Iteration 9Q: 3 clusters Score -1968426 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1969194.000000 Penalty: 4999.139648
	Iteration 10Q: 3 clusters Score -1969194 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1969838.125000 Penalty: 4999.139648
	Iteration 11Q: 3 clusters Score -1969838 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1970343.125000 Penalty: 4999.139648
	Iteration 12Q: 3 clusters Score -1970343 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -1970714.625000 Penalty: 4999.139648
	Iteration 13Q: 3 clusters Score -1970715 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -1970951.625000 Penalty: 4999.139648
	Iteration 14Q: 3 clusters Score -1970952 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -1971076.875000 Penalty: 4999.139648
	Iteration 15Q: 3 clusters Score -1971077 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -1971155.000000 Penalty: 4999.139648
	Iteration 16Q: 3 clusters Score -1971155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -1971200.375000 Penalty: 4999.139648
	Iteration 17Q: 3 clusters Score -1971200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -1971225.750000 Penalty: 4999.139648
	Iteration 18Q: 3 clusters Score -1971226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -1971253.375000 Penalty: 4999.139648
	Iteration 19Q: 3 clusters Score -1971253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -1971265.625000 Penalty: 4999.139648
	Iteration 20F: 3 clusters Score -1971266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -1971279.750000 Penalty: 4999.139648
	Iteration 21Q: 3 clusters Score -1971280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -1971286.875000 Penalty: 4999.139648
	Iteration 22Q: 3 clusters Score -1971287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -1971299.000000 Penalty: 4999.139648
	Iteration 23Q: 3 clusters Score -1971299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1971309.750000 Penalty: 4999.139648
	Iteration 24Q: 3 clusters Score -1971310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -1971316.000000 Penalty: 4999.139648
	Iteration 25Q: 3 clusters Score -1971316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -1971326.250000 Penalty: 4999.139648
	Iteration 26Q: 3 clusters Score -1971326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -1971328.250000 Penalty: 4999.139648
	Iteration 27Q: 3 clusters Score -1971328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1971336.750000 Penalty: 4999.139648
	Iteration 28Q: 3 clusters Score -1971337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1971336.750000 Penalty: 4999.139648
	Iteration 29F: 3 clusters Score -1971337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -850926.375000 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -850926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -843080.937500 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -843080.9 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -845304.125000 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -845304.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -845590.187500 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -845590.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -845816.500000 Penalty: 4587.066406
	Iteration 3Q: 3 clusters Score -845816.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -845993.187500 Penalty: 4587.066406
	Iteration 4Q: 3 clusters Score -845993.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -846177.937500 Penalty: 4587.066406
	Iteration 5Q: 3 clusters Score -846177.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -846391.062500 Penalty: 4587.066406
	Iteration 6Q: 3 clusters Score -846391.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -846609.250000 Penalty: 4587.066406
	Iteration 7Q: 3 clusters Score -846609.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -846873.437500 Penalty: 4587.066406
	Iteration 8Q: 3 clusters Score -846873.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -847154.250000 Penalty: 4587.066406
	Iteration 9Q: 3 clusters Score -847154.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -847447.875000 Penalty: 4587.066406
	Iteration 10Q: 3 clusters Score -847447.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -847693.062500 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -847693.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -847873.562500 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -847873.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -847998.437500 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -847998.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -848077.125000 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -848077.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -848124.250000 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -848124.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -848153.312500 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -848153.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -848171.625000 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -848171.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -848188.375000 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -848188.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -848201.625000 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -848201.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -848207.937500 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -848207.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -848215.000000 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -848215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -848219.187500 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -848219.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -848220.312500 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -848220.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -848224.000000 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -848224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -848225.375000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -848225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -848228.437500 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -848228.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -848231.250000 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -848231.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -848233.750000 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -848233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -848236.687500 Penalty: 4587.066406
	Iteration 29Q: 3 clusters Score -848236.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -848240.750000 Penalty: 4587.066406
	Iteration 30Q: 3 clusters Score -848240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -848238.500000 Penalty: 4587.066406
	Iteration 31Q: 3 clusters Score -848238.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -848244.250000 Penalty: 4587.066406
	Iteration 32Q: 3 clusters Score -848244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -848244.625000 Penalty: 4587.066406
	Iteration 33Q: 3 clusters Score -848244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -848246.312500 Penalty: 4587.066406
	Iteration 34Q: 3 clusters Score -848246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -848247.437500 Penalty: 4587.066406
	Iteration 35Q: 3 clusters Score -848247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -848247.937500 Penalty: 4587.066406
	Iteration 36Q: 3 clusters Score -848247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -848246.937500 Penalty: 4587.066406
	Iteration 37Q: 3 clusters Score -848246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -848247.687500 Penalty: 4587.066406
	Iteration 38Q: 3 clusters Score -848247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -848249.125000 Penalty: 4587.066406
	Iteration 39Q: 3 clusters Score -848249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -848248.000000 Penalty: 4587.066406
	Iteration 40F: 3 clusters Score -848248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -848252.375000 Penalty: 4587.066406
	Iteration 41Q: 3 clusters Score -848252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -848250.062500 Penalty: 4587.066406
	Iteration 42Q: 3 clusters Score -848250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -848249.625000 Penalty: 4587.066406
	Iteration 43Q: 3 clusters Score -848249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -848250.062500 Penalty: 4587.066406
	Iteration 44Q: 3 clusters Score -848250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -848250.937500 Penalty: 4587.066406
	Iteration 45Q: 3 clusters Score -848250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -848250.937500 Penalty: 4587.066406
	Iteration 46F: 3 clusters Score -848250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Entering Unmasked Estep 
Score: -461741.437500 Penalty: 2179.873291
	Iteration 0F: 2 clusters Score -461741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -456193.187500 Penalty: 4359.746582
	Iteration 0F: 3 clusters Score -456193.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -457733.750000 Penalty: 4359.746582
	Iteration 1F: 3 clusters Score -457733.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -458111.062500 Penalty: 4359.746582
	Iteration 2F: 3 clusters Score -458111.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -458462.562500 Penalty: 4359.746582
	Iteration 3F: 3 clusters Score -458462.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -458827.062500 Penalty: 4359.746582
	Iteration 4F: 3 clusters Score -458827.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -459129.500000 Penalty: 4359.746582
	Iteration 5F: 3 clusters Score -459129.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -459359.062500 Penalty: 4359.746582
	Iteration 6Q: 3 clusters Score -459359.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -459520.156250 Penalty: 4359.746582
	Iteration 7Q: 3 clusters Score -459520.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -459644.375000 Penalty: 4359.746582
	Iteration 8Q: 3 clusters Score -459644.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -459748.343750 Penalty: 4359.746582
	Iteration 9Q: 3 clusters Score -459748.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -459839.250000 Penalty: 4359.746582
	Iteration 10Q: 3 clusters Score -459839.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -459914.500000 Penalty: 4359.746582
	Iteration 11Q: 3 clusters Score -459914.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -459988.531250 Penalty: 4359.746582
	Iteration 12Q: 3 clusters Score -459988.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -460060.593750 Penalty: 4359.746582
	Iteration 13Q: 3 clusters Score -460060.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -460116.906250 Penalty: 4359.746582
	Iteration 14Q: 3 clusters Score -460116.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -460179.906250 Penalty: 4359.746582
	Iteration 15Q: 3 clusters Score -460179.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -460262.093750 Penalty: 4359.746582
	Iteration 16Q: 3 clusters Score -460262.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -460342.343750 Penalty: 4359.746582
	Iteration 17Q: 3 clusters Score -460342.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -460426.281250 Penalty: 4359.746582
	Iteration 18Q: 3 clusters Score -460426.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -460504.656250 Penalty: 4359.746582
	Iteration 19Q: 3 clusters Score -460504.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -460576.312500 Penalty: 4359.746582
	Iteration 20F: 3 clusters Score -460576.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -460607.500000 Penalty: 4359.746582
	Iteration 21Q: 3 clusters Score -460607.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -460623.250000 Penalty: 4359.746582
	Iteration 22Q: 3 clusters Score -460623.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -460633.218750 Penalty: 4359.746582
	Iteration 23Q: 3 clusters Score -460633.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -460636.062500 Penalty: 4359.746582
	Iteration 24Q: 3 clusters Score -460636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -460637.906250 Penalty: 4359.746582
	Iteration 25Q: 3 clusters Score -460637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -460639.531250 Penalty: 4359.746582
	Iteration 26Q: 3 clusters Score -460639.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -460642.312500 Penalty: 4359.746582
	Iteration 27Q: 3 clusters Score -460642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -460644.125000 Penalty: 4359.746582
	Iteration 28Q: 3 clusters Score -460644.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -460649.656250 Penalty: 4359.746582
	Iteration 29Q: 3 clusters Score -460649.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -460654.875000 Penalty: 4359.746582
	Iteration 30Q: 3 clusters Score -460654.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -460658.468750 Penalty: 4359.746582
	Iteration 31Q: 3 clusters Score -460658.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -460667.562500 Penalty: 4359.746582
	Iteration 32Q: 3 clusters Score -460667.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -460674.093750 Penalty: 4359.746582
	Iteration 33Q: 3 clusters Score -460674.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -460683.281250 Penalty: 4359.746582
	Iteration 34Q: 3 clusters Score -460683.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -460689.250000 Penalty: 4359.746582
	Iteration 35Q: 3 clusters Score -460689.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -460699.156250 Penalty: 4359.746582
	Iteration 36Q: 3 clusters Score -460699.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -460716.656250 Penalty: 4359.746582
	Iteration 37Q: 3 clusters Score -460716.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -460742.531250 Penalty: 4359.746582
	Iteration 38Q: 3 clusters Score -460742.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -460760.281250 Penalty: 4359.746582
	Iteration 39Q: 3 clusters Score -460760.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -460776.968750 Penalty: 4359.746582
	Iteration 40F: 3 clusters Score -460777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -460787.843750 Penalty: 4359.746582
	Iteration 41Q: 3 clusters Score -460787.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -460797.000000 Penalty: 4359.746582
	Iteration 42Q: 3 clusters Score -460797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -460800.937500 Penalty: 4359.746582
	Iteration 43Q: 3 clusters Score -460800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -460803.187500 Penalty: 4359.746582
	Iteration 44Q: 3 clusters Score -460803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -460805.250000 Penalty: 4359.746582
	Iteration 45Q: 3 clusters Score -460805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -460806.843750 Penalty: 4359.746582
	Iteration 46Q: 3 clusters Score -460806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -460807.937500 Penalty: 4359.746582
	Iteration 47Q: 3 clusters Score -460807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -460810.125000 Penalty: 4359.746582
	Iteration 48Q: 3 clusters Score -460810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -460811.375000 Penalty: 4359.746582
	Iteration 49Q: 3 clusters Score -460811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -460813.000000 Penalty: 4359.746582
	Iteration 50Q: 3 clusters Score -460813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -460815.062500 Penalty: 4359.746582
	Iteration 51Q: 3 clusters Score -460815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -460815.343750 Penalty: 4359.746582
	Iteration 52Q: 3 clusters Score -460815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -460816.375000 Penalty: 4359.746582
	Iteration 53Q: 3 clusters Score -460816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -460816.875000 Penalty: 4359.746582
	Iteration 54Q: 3 clusters Score -460816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -460816.593750 Penalty: 4359.746582
	Iteration 55Q: 3 clusters Score -460816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -460816.781250 Penalty: 4359.746582
	Iteration 56Q: 3 clusters Score -460816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -460818.468750 Penalty: 4359.746582
	Iteration 57Q: 3 clusters Score -460818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -460820.906250 Penalty: 4359.746582
	Iteration 58Q: 3 clusters Score -460820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -460821.968750 Penalty: 4359.746582
	Iteration 59Q: 3 clusters Score -460822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -460822.843750 Penalty: 4359.746582
	Iteration 60F: 3 clusters Score -460822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -460823.375000 Penalty: 4359.746582
	Iteration 61Q: 3 clusters Score -460823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -460824.093750 Penalty: 4359.746582
	Iteration 62Q: 3 clusters Score -460824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -460826.250000 Penalty: 4359.746582
	Iteration 63Q: 3 clusters Score -460826.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -460830.437500 Penalty: 4359.746582
	Iteration 64Q: 3 clusters Score -460830.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -460834.937500 Penalty: 4359.746582
	Iteration 65Q: 3 clusters Score -460834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -460837.468750 Penalty: 4359.746582
	Iteration 66Q: 3 clusters Score -460837.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -460838.843750 Penalty: 4359.746582
	Iteration 67Q: 3 clusters Score -460838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -460842.406250 Penalty: 4359.746582
	Iteration 68Q: 3 clusters Score -460842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -460841.781250 Penalty: 4359.746582
	Iteration 69Q: 3 clusters Score -460841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -460845.187500 Penalty: 4359.746582
	Iteration 70Q: 3 clusters Score -460845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -460847.406250 Penalty: 4359.746582
	Iteration 71Q: 3 clusters Score -460847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -460849.875000 Penalty: 4359.746582
	Iteration 72Q: 3 clusters Score -460849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -460849.156250 Penalty: 4359.746582
	Iteration 73Q: 3 clusters Score -460849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -460849.156250 Penalty: 4359.746582
	Iteration 74F: 3 clusters Score -460849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -36058.156250 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -36058.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34546.648438 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -34546.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34703.605469 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -34703.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34753.628906 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -34753.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34771.230469 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -34771.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34780.605469 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -34780.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34781.625000 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -34781.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34783.773438 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -34783.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34783.773438 Penalty: 3053.861572
	Iteration 7F: 3 clusters Score -34783.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -581343.875000 Penalty: 2198.386963
	Iteration 0F: 2 clusters Score -581343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -575454.187500 Penalty: 4396.773926
	Iteration 0F: 3 clusters Score -575454.2 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -577108.500000 Penalty: 4396.773926
	Iteration 1F: 3 clusters Score -577108.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -577434.875000 Penalty: 4396.773926
	Iteration 2F: 3 clusters Score -577434.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -577659.687500 Penalty: 4396.773926
	Iteration 3F: 3 clusters Score -577659.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -577867.562500 Penalty: 4396.773926
	Iteration 4Q: 3 clusters Score -577867.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -578084.312500 Penalty: 4396.773926
	Iteration 5Q: 3 clusters Score -578084.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -578326.875000 Penalty: 4396.773926
	Iteration 6Q: 3 clusters Score -578326.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -578612.000000 Penalty: 4396.773926
	Iteration 7Q: 3 clusters Score -578612 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -578897.937500 Penalty: 4396.773926
	Iteration 8F: 3 clusters Score -578897.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -579177.875000 Penalty: 4396.773926
	Iteration 9Q: 3 clusters Score -579177.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -579405.625000 Penalty: 4396.773926
	Iteration 10Q: 3 clusters Score -579405.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -579589.062500 Penalty: 4396.773926
	Iteration 11Q: 3 clusters Score -579589.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -579711.687500 Penalty: 4396.773926
	Iteration 12Q: 3 clusters Score -579711.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -579799.000000 Penalty: 4396.773926
	Iteration 13Q: 3 clusters Score -579799 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -579874.562500 Penalty: 4396.773926
	Iteration 14Q: 3 clusters Score -579874.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -579945.750000 Penalty: 4396.773926
	Iteration 15Q: 3 clusters Score -579945.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -579997.812500 Penalty: 4396.773926
	Iteration 16Q: 3 clusters Score -579997.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -580061.312500 Penalty: 4396.773926
	Iteration 17Q: 3 clusters Score -580061.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -580164.125000 Penalty: 4396.773926
	Iteration 18Q: 3 clusters Score -580164.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -580267.000000 Penalty: 4396.773926
	Iteration 19Q: 3 clusters Score -580267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -580378.250000 Penalty: 4396.773926
	Iteration 20F: 3 clusters Score -580378.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -580469.812500 Penalty: 4396.773926
	Iteration 21Q: 3 clusters Score -580469.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -580528.500000 Penalty: 4396.773926
	Iteration 22Q: 3 clusters Score -580528.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -580570.375000 Penalty: 4396.773926
	Iteration 23Q: 3 clusters Score -580570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -580591.625000 Penalty: 4396.773926
	Iteration 24Q: 3 clusters Score -580591.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -580598.812500 Penalty: 4396.773926
	Iteration 25Q: 3 clusters Score -580598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -580603.062500 Penalty: 4396.773926
	Iteration 26Q: 3 clusters Score -580603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -580604.562500 Penalty: 4396.773926
	Iteration 27Q: 3 clusters Score -580604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -580606.937500 Penalty: 4396.773926
	Iteration 28Q: 3 clusters Score -580606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -580609.437500 Penalty: 4396.773926
	Iteration 29Q: 3 clusters Score -580609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -580610.812500 Penalty: 4396.773926
	Iteration 30Q: 3 clusters Score -580610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -580611.500000 Penalty: 4396.773926
	Iteration 31Q: 3 clusters Score -580611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -580610.250000 Penalty: 4396.773926
	Iteration 32Q: 3 clusters Score -580610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -580611.187500 Penalty: 4396.773926
	Iteration 33Q: 3 clusters Score -580611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -580611.187500 Penalty: 4396.773926
	Iteration 34F: 3 clusters Score -580611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -97922.234375 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -97922.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -95655.804688 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -95655.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -96481.054688 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -96481.05 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -96958.226562 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -96958.23 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -97272.031250 Penalty: 3673.728516
	Iteration 3F: 3 clusters Score -97272.03 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97445.539062 Penalty: 3673.728516
	Iteration 4F: 3 clusters Score -97445.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -97628.109375 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -97628.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -97775.828125 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -97775.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -97848.085938 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -97848.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -97891.273438 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -97891.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -97933.804688 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -97933.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -97964.218750 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -97964.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -97997.117188 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -97997.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -98023.187500 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -98023.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -98038.492188 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -98038.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -98047.601562 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -98047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98050.984375 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -98050.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98052.695312 Penalty: 3673.728516
	Iteration 16Q: 3 clusters Score -98052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98056.601562 Penalty: 3673.728516
	Iteration 17Q: 3 clusters Score -98056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -98061.773438 Penalty: 3673.728516
	Iteration 18Q: 3 clusters Score -98061.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -98061.773438 Penalty: 3673.728516
	Iteration 19F: 3 clusters Score -98061.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39675 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 38491 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57506 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13247 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23835 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 817 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 21124 members 
Mstep: Class 49 contains 4035 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 4891 members 
Mstep: Class 54 contains 830 members 
Entering Unmasked Estep 
Score: -51169104.000000 Penalty: 179406.406250
Splitting cluster 46 changes total score from -51170444.000000 to -51169104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (11004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Entering Unmasked Estep 
Score: -904586.437500 Penalty: 2307.891602
	Iteration 0F: 2 clusters Score -904586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -896239.125000 Penalty: 4615.783203
	Iteration 0F: 3 clusters Score -896239.1 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -898652.312500 Penalty: 4615.783203
	Iteration 1F: 3 clusters Score -898652.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -898985.062500 Penalty: 4615.783203
	Iteration 2F: 3 clusters Score -898985.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -899269.625000 Penalty: 4615.783203
	Iteration 3F: 3 clusters Score -899269.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -899521.125000 Penalty: 4615.783203
	Iteration 4Q: 3 clusters Score -899521.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -899774.437500 Penalty: 4615.783203
	Iteration 5Q: 3 clusters Score -899774.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -900019.875000 Penalty: 4615.783203
	Iteration 6Q: 3 clusters Score -900019.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -900283.875000 Penalty: 4615.783203
	Iteration 7Q: 3 clusters Score -900283.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -900551.437500 Penalty: 4615.783203
	Iteration 8Q: 3 clusters Score -900551.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -900829.062500 Penalty: 4615.783203
	Iteration 9Q: 3 clusters Score -900829.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -901138.812500 Penalty: 4615.783203
	Iteration 10Q: 3 clusters Score -901138.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -901439.000000 Penalty: 4615.783203
	Iteration 11Q: 3 clusters Score -901439 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -901759.687500 Penalty: 4615.783203
	Iteration 12Q: 3 clusters Score -901759.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -902061.187500 Penalty: 4615.783203
	Iteration 13Q: 3 clusters Score -902061.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -902282.687500 Penalty: 4615.783203
	Iteration 14Q: 3 clusters Score -902282.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -902441.125000 Penalty: 4615.783203
	Iteration 15Q: 3 clusters Score -902441.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -902550.562500 Penalty: 4615.783203
	Iteration 16Q: 3 clusters Score -902550.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -902620.625000 Penalty: 4615.783203
	Iteration 17Q: 3 clusters Score -902620.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -902677.500000 Penalty: 4615.783203
	Iteration 18Q: 3 clusters Score -902677.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -902746.687500 Penalty: 4615.783203
	Iteration 19Q: 3 clusters Score -902746.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -902828.250000 Penalty: 4615.783203
	Iteration 20F: 3 clusters Score -902828.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -902960.937500 Penalty: 4615.783203
	Iteration 21Q: 3 clusters Score -902960.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -903177.875000 Penalty: 4615.783203
	Iteration 22Q: 3 clusters Score -903177.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -903327.750000 Penalty: 4615.783203
	Iteration 23Q: 3 clusters Score -903327.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -903396.000000 Penalty: 4615.783203
	Iteration 24Q: 3 clusters Score -903396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -903419.812500 Penalty: 4615.783203
	Iteration 25Q: 3 clusters Score -903419.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -903434.000000 Penalty: 4615.783203
	Iteration 26Q: 3 clusters Score -903434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -903444.062500 Penalty: 4615.783203
	Iteration 27Q: 3 clusters Score -903444.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -903448.875000 Penalty: 4615.783203
	Iteration 28Q: 3 clusters Score -903448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -903450.375000 Penalty: 4615.783203
	Iteration 29Q: 3 clusters Score -903450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -903455.812500 Penalty: 4615.783203
	Iteration 30Q: 3 clusters Score -903455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -903455.625000 Penalty: 4615.783203
	Iteration 31Q: 3 clusters Score -903455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -903456.875000 Penalty: 4615.783203
	Iteration 32Q: 3 clusters Score -903456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -903457.937500 Penalty: 4615.783203
	Iteration 33Q: 3 clusters Score -903457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -903458.125000 Penalty: 4615.783203
	Iteration 34Q: 3 clusters Score -903458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -903458.125000 Penalty: 4615.783203
	Iteration 35F: 3 clusters Score -903458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Entering Unmasked Estep 
Score: -1842452.125000 Penalty: 2469.625000
	Iteration 0F: 2 clusters Score -1842452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1827598.000000 Penalty: 4939.250000
	Iteration 0F: 3 clusters Score -1827598 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1832593.750000 Penalty: 4939.250000
	Iteration 1F: 3 clusters Score -1832594 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1832967.375000 Penalty: 4939.250000
	Iteration 2F: 3 clusters Score -1832967 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1833285.000000 Penalty: 4939.250000
	Iteration 3Q: 3 clusters Score -1833285 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1833579.750000 Penalty: 4939.250000
	Iteration 4Q: 3 clusters Score -1833580 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1833865.000000 Penalty: 4939.250000
	Iteration 5Q: 3 clusters Score -1833865 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1834166.125000 Penalty: 4939.250000
	Iteration 6Q: 3 clusters Score -1834166 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1834502.500000 Penalty: 4939.250000
	Iteration 7Q: 3 clusters Score -1834502 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1834942.500000 Penalty: 4939.250000
	Iteration 8Q: 3 clusters Score -1834942 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1835383.500000 Penalty: 4939.250000
	Iteration 9Q: 3 clusters Score -1835384 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1835788.625000 Penalty: 4939.250000
	Iteration 10Q: 3 clusters Score -1835789 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1836177.750000 Penalty: 4939.250000
	Iteration 11Q: 3 clusters Score -1836178 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1836555.625000 Penalty: 4939.250000
	Iteration 12Q: 3 clusters Score -1836556 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1836931.125000 Penalty: 4939.250000
	Iteration 13Q: 3 clusters Score -1836931 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1837284.125000 Penalty: 4939.250000
	Iteration 14Q: 3 clusters Score -1837284 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1837594.625000 Penalty: 4939.250000
	Iteration 15Q: 3 clusters Score -1837595 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1837945.625000 Penalty: 4939.250000
	Iteration 16Q: 3 clusters Score -1837946 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1838311.750000 Penalty: 4939.250000
	Iteration 17Q: 3 clusters Score -1838312 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1838713.000000 Penalty: 4939.250000
	Iteration 18Q: 3 clusters Score -1838713 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1839084.750000 Penalty: 4939.250000
	Iteration 19Q: 3 clusters Score -1839085 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1839421.750000 Penalty: 4939.250000
	Iteration 20F: 3 clusters Score -1839422 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1839688.125000 Penalty: 4939.250000
	Iteration 21Q: 3 clusters Score -1839688 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1839882.750000 Penalty: 4939.250000
	Iteration 22Q: 3 clusters Score -1839883 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1840017.125000 Penalty: 4939.250000
	Iteration 23Q: 3 clusters Score -1840017 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1840116.625000 Penalty: 4939.250000
	Iteration 24Q: 3 clusters Score -1840117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1840200.500000 Penalty: 4939.250000
	Iteration 25Q: 3 clusters Score -1840200 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1840289.125000 Penalty: 4939.250000
	Iteration 26Q: 3 clusters Score -1840289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1840340.125000 Penalty: 4939.250000
	Iteration 27Q: 3 clusters Score -1840340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -1840371.000000 Penalty: 4939.250000
	Iteration 28Q: 3 clusters Score -1840371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1840401.500000 Penalty: 4939.250000
	Iteration 29Q: 3 clusters Score -1840402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1840422.000000 Penalty: 4939.250000
	Iteration 30Q: 3 clusters Score -1840422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1840447.750000 Penalty: 4939.250000
	Iteration 31Q: 3 clusters Score -1840448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1840460.375000 Penalty: 4939.250000
	Iteration 32Q: 3 clusters Score -1840460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1840474.125000 Penalty: 4939.250000
	Iteration 33Q: 3 clusters Score -1840474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -1840493.875000 Penalty: 4939.250000
	Iteration 34Q: 3 clusters Score -1840494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1840499.375000 Penalty: 4939.250000
	Iteration 35Q: 3 clusters Score -1840499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -1840511.875000 Penalty: 4939.250000
	Iteration 36Q: 3 clusters Score -1840512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1840519.750000 Penalty: 4939.250000
	Iteration 37Q: 3 clusters Score -1840520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1840523.625000 Penalty: 4939.250000
	Iteration 38Q: 3 clusters Score -1840524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1840529.125000 Penalty: 4939.250000
	Iteration 39Q: 3 clusters Score -1840529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1840535.000000 Penalty: 4939.250000
	Iteration 40F: 3 clusters Score -1840535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1840533.875000 Penalty: 4939.250000
	Iteration 41Q: 3 clusters Score -1840534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1840536.375000 Penalty: 4939.250000
	Iteration 42Q: 3 clusters Score -1840536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1840541.875000 Penalty: 4939.250000
	Iteration 43Q: 3 clusters Score -1840542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1840544.250000 Penalty: 4939.250000
	Iteration 44Q: 3 clusters Score -1840544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1840541.375000 Penalty: 4939.250000
	Iteration 45Q: 3 clusters Score -1840541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1840541.875000 Penalty: 4939.250000
	Iteration 46Q: 3 clusters Score -1840542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1840544.375000 Penalty: 4939.250000
	Iteration 47Q: 3 clusters Score -1840544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1840545.375000 Penalty: 4939.250000
	Iteration 48Q: 3 clusters Score -1840545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1840543.625000 Penalty: 4939.250000
	Iteration 49Q: 3 clusters Score -1840544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1840545.250000 Penalty: 4939.250000
	Iteration 50Q: 3 clusters Score -1840545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1840545.250000 Penalty: 4939.250000
	Iteration 51F: 3 clusters Score -1840545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -316181.468750 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -316181.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -312273.468750 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -312273.5 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -313143.093750 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -313143.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -313395.250000 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -313395.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -313623.656250 Penalty: 4118.169922
	Iteration 3F: 3 clusters Score -313623.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -313932.687500 Penalty: 4118.169922
	Iteration 4F: 3 clusters Score -313932.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -314302.968750 Penalty: 4118.169922
	Iteration 5F: 3 clusters Score -314303 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -314670.218750 Penalty: 4118.169922
	Iteration 6F: 3 clusters Score -314670.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -314926.812500 Penalty: 4118.169922
	Iteration 7F: 3 clusters Score -314926.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -315079.125000 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -315079.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -315190.593750 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -315190.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -315251.093750 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -315251.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -315287.000000 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -315287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -315315.375000 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -315315.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -315329.062500 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -315329.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -315342.750000 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -315342.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -315356.000000 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -315356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -315364.687500 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -315364.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -315372.593750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -315372.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -315375.968750 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -315376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -315379.968750 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -315380 nChanged 10
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: -315384.593750 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -315384.6 nChanged 8
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: -315390.593750 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -315390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -315396.937500 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -315396.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -315403.500000 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -315403.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -315408.406250 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -315408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -315414.468750 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -315414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -315419.375000 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -315419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -315424.000000 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -315424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -315424.750000 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -315424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -315427.031250 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -315427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -315433.937500 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -315433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -315442.343750 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -315442.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -315448.125000 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -315448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -315453.375000 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -315453.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -315458.593750 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -315458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -315461.812500 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -315461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -315462.437500 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -315462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -315463.937500 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -315463.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -315465.187500 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -315465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -315465.625000 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -315465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -315467.625000 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -315467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -315467.656250 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -315467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -315468.218750 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -315468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -315469.531250 Penalty: 4118.169922
	Iteration 43Q: 3 clusters Score -315469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -315470.562500 Penalty: 4118.169922
	Iteration 44Q: 3 clusters Score -315470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -315471.187500 Penalty: 4118.169922
	Iteration 45Q: 3 clusters Score -315471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -315471.906250 Penalty: 4118.169922
	Iteration 46Q: 3 clusters Score -315471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -315472.437500 Penalty: 4118.169922
	Iteration 47Q: 3 clusters Score -315472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -315473.625000 Penalty: 4118.169922
	Iteration 48Q: 3 clusters Score -315473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -315476.062500 Penalty: 4118.169922
	Iteration 49Q: 3 clusters Score -315476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -315478.156250 Penalty: 4118.169922
	Iteration 50Q: 3 clusters Score -315478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -315479.875000 Penalty: 4118.169922
	Iteration 51Q: 3 clusters Score -315479.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -315484.406250 Penalty: 4118.169922
	Iteration 52Q: 3 clusters Score -315484.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -315491.593750 Penalty: 4118.169922
	Iteration 53Q: 3 clusters Score -315491.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -315505.875000 Penalty: 4118.169922
	Iteration 54Q: 3 clusters Score -315505.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -315524.406250 Penalty: 4118.169922
	Iteration 55Q: 3 clusters Score -315524.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -315538.312500 Penalty: 4118.169922
	Iteration 56Q: 3 clusters Score -315538.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -315553.031250 Penalty: 4118.169922
	Iteration 57Q: 3 clusters Score -315553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -315572.781250 Penalty: 4118.169922
	Iteration 58Q: 3 clusters Score -315572.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -315604.312500 Penalty: 4118.169922
	Iteration 59Q: 3 clusters Score -315604.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -315636.531250 Penalty: 4118.169922
	Iteration 60F: 3 clusters Score -315636.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -315675.468750 Penalty: 4118.169922
	Iteration 61Q: 3 clusters Score -315675.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -315724.718750 Penalty: 4118.169922
	Iteration 62Q: 3 clusters Score -315724.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -315772.968750 Penalty: 4118.169922
	Iteration 63Q: 3 clusters Score -315773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -315818.625000 Penalty: 4118.169922
	Iteration 64Q: 3 clusters Score -315818.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -315858.156250 Penalty: 4118.169922
	Iteration 65Q: 3 clusters Score -315858.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -315926.250000 Penalty: 4118.169922
	Iteration 66Q: 3 clusters Score -315926.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -316003.687500 Penalty: 4118.169922
	Iteration 67Q: 3 clusters Score -316003.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -316079.812500 Penalty: 4118.169922
	Iteration 68Q: 3 clusters Score -316079.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -316174.187500 Penalty: 4118.169922
	Iteration 69Q: 3 clusters Score -316174.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -316268.968750 Penalty: 4118.169922
	Iteration 70Q: 3 clusters Score -316269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -316379.218750 Penalty: 4118.169922
	Iteration 71Q: 3 clusters Score -316379.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -316491.812500 Penalty: 4118.169922
	Iteration 72Q: 3 clusters Score -316491.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -316594.625000 Penalty: 4118.169922
	Iteration 73Q: 3 clusters Score -316594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -316673.875000 Penalty: 4118.169922
	Iteration 74Q: 3 clusters Score -316673.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -316712.062500 Penalty: 4118.169922
	Iteration 75Q: 3 clusters Score -316712.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -316742.218750 Penalty: 4118.169922
	Iteration 76Q: 3 clusters Score -316742.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -316789.875000 Penalty: 4118.169922
	Iteration 77Q: 3 clusters Score -316789.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -316838.812500 Penalty: 4118.169922
	Iteration 78Q: 3 clusters Score -316838.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -316862.781250 Penalty: 4118.169922
	Iteration 79Q: 3 clusters Score -316862.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -316882.250000 Penalty: 4118.169922
	Iteration 80F: 3 clusters Score -316882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -316888.406250 Penalty: 4118.169922
	Iteration 81Q: 3 clusters Score -316888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -316888.875000 Penalty: 4118.169922
	Iteration 82Q: 3 clusters Score -316888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -316890.687500 Penalty: 4118.169922
	Iteration 83Q: 3 clusters Score -316890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -316891.312500 Penalty: 4118.169922
	Iteration 84Q: 3 clusters Score -316891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -316891.312500 Penalty: 4118.169922
	Iteration 85F: 3 clusters Score -316891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39675 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 38491 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57506 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13247 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23835 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 21124 members 
Mstep: Class 49 contains 2369 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 4891 members 
Mstep: Class 54 contains 1666 members 
Entering Unmasked Estep 
Score: -51169948.000000 Penalty: 179406.406250
Splitting cluster 49 changes total score from -51170444.000000 to -51169948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (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: -160023.437500 Penalty: 1906.850464
	Iteration 0F: 2 clusters Score -160023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -157279.109375 Penalty: 3813.700928
	Iteration 0F: 3 clusters Score -157279.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -157818.718750 Penalty: 3813.700928
	Iteration 1F: 3 clusters Score -157818.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -157953.609375 Penalty: 3813.700928
	Iteration 2F: 3 clusters Score -157953.6 nChanged 92
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: -158025.984375 Penalty: 3813.700928
	Iteration 3Q: 3 clusters Score -158026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -158065.921875 Penalty: 3813.700928
	Iteration 4Q: 3 clusters Score -158065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -158093.109375 Penalty: 3813.700928
	Iteration 5Q: 3 clusters Score -158093.1 nChanged 27
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: -158109.718750 Penalty: 3813.700928
	Iteration 6Q: 3 clusters Score -158109.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -158118.781250 Penalty: 3813.700928
	Iteration 7Q: 3 clusters Score -158118.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -158133.609375 Penalty: 3813.700928
	Iteration 8Q: 3 clusters Score -158133.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -158143.265625 Penalty: 3813.700928
	Iteration 9Q: 3 clusters Score -158143.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -158156.062500 Penalty: 3813.700928
	Iteration 10Q: 3 clusters Score -158156.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -158167.578125 Penalty: 3813.700928
	Iteration 11Q: 3 clusters Score -158167.6 nChanged 22
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: -158179.859375 Penalty: 3813.700928
	Iteration 12Q: 3 clusters Score -158179.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -158198.359375 Penalty: 3813.700928
	Iteration 13Q: 3 clusters Score -158198.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -158218.281250 Penalty: 3813.700928
	Iteration 14Q: 3 clusters Score -158218.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -158234.734375 Penalty: 3813.700928
	Iteration 15Q: 3 clusters Score -158234.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158256.421875 Penalty: 3813.700928
	Iteration 16Q: 3 clusters Score -158256.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -158276.234375 Penalty: 3813.700928
	Iteration 17Q: 3 clusters Score -158276.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -158294.187500 Penalty: 3813.700928
	Iteration 18Q: 3 clusters Score -158294.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -158313.765625 Penalty: 3813.700928
	Iteration 19Q: 3 clusters Score -158313.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -158324.828125 Penalty: 3813.700928
	Iteration 20F: 3 clusters Score -158324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -158338.328125 Penalty: 3813.700928
	Iteration 21Q: 3 clusters Score -158338.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -158351.781250 Penalty: 3813.700928
	Iteration 22Q: 3 clusters Score -158351.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -158370.281250 Penalty: 3813.700928
	Iteration 23Q: 3 clusters Score -158370.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -158386.718750 Penalty: 3813.700928
	Iteration 24Q: 3 clusters Score -158386.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -158403.062500 Penalty: 3813.700928
	Iteration 25Q: 3 clusters Score -158403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -158411.687500 Penalty: 3813.700928
	Iteration 26Q: 3 clusters Score -158411.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -158420.671875 Penalty: 3813.700928
	Iteration 27Q: 3 clusters Score -158420.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -158430.890625 Penalty: 3813.700928
	Iteration 28Q: 3 clusters Score -158430.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -158440.500000 Penalty: 3813.700928
	Iteration 29Q: 3 clusters Score -158440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -158448.625000 Penalty: 3813.700928
	Iteration 30Q: 3 clusters Score -158448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -158454.687500 Penalty: 3813.700928
	Iteration 31Q: 3 clusters Score -158454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -158461.000000 Penalty: 3813.700928
	Iteration 32Q: 3 clusters Score -158461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -158465.875000 Penalty: 3813.700928
	Iteration 33Q: 3 clusters Score -158465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -158470.531250 Penalty: 3813.700928
	Iteration 34Q: 3 clusters Score -158470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -158474.500000 Penalty: 3813.700928
	Iteration 35Q: 3 clusters Score -158474.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -158479.687500 Penalty: 3813.700928
	Iteration 36Q: 3 clusters Score -158479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -158484.718750 Penalty: 3813.700928
	Iteration 37Q: 3 clusters Score -158484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -158489.593750 Penalty: 3813.700928
	Iteration 38Q: 3 clusters Score -158489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -158491.703125 Penalty: 3813.700928
	Iteration 39Q: 3 clusters Score -158491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -158492.546875 Penalty: 3813.700928
	Iteration 40F: 3 clusters Score -158492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -91297.812500 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -91297.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89257.781250 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -89257.78 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -89541.304688 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -89541.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89620.843750 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -89620.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89659.296875 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -89659.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89680.078125 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -89680.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -89691.867188 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -89691.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89707.218750 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -89707.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89715.375000 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -89715.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89719.695312 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -89719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89724.875000 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -89724.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89726.539062 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -89726.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89729.046875 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -89729.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89729.484375 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -89729.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -89729.484375 Penalty: 3503.271973
	Iteration 13F: 3 clusters Score -89729.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Entering Unmasked Estep 
Score: -505641.093750 Penalty: 2167.007568
	Iteration 0F: 2 clusters Score -505641.1 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 3073 members 
Entering Unmasked Estep 
Score: -500379.343750 Penalty: 4334.015137
	Iteration 0F: 3 clusters Score -500379.3 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -501745.406250 Penalty: 4334.015137
	Iteration 1F: 3 clusters Score -501745.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -502006.312500 Penalty: 4334.015137
	Iteration 2F: 3 clusters Score -502006.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -502172.218750 Penalty: 4334.015137
	Iteration 3F: 3 clusters Score -502172.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -502328.062500 Penalty: 4334.015137
	Iteration 4Q: 3 clusters Score -502328.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -502478.375000 Penalty: 4334.015137
	Iteration 5Q: 3 clusters Score -502478.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -502648.312500 Penalty: 4334.015137
	Iteration 6Q: 3 clusters Score -502648.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -502835.000000 Penalty: 4334.015137
	Iteration 7Q: 3 clusters Score -502835 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -503040.125000 Penalty: 4334.015137
	Iteration 8Q: 3 clusters Score -503040.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -503236.906250 Penalty: 4334.015137
	Iteration 9Q: 3 clusters Score -503236.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -503395.562500 Penalty: 4334.015137
	Iteration 10Q: 3 clusters Score -503395.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -503517.625000 Penalty: 4334.015137
	Iteration 11Q: 3 clusters Score -503517.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -503607.937500 Penalty: 4334.015137
	Iteration 12Q: 3 clusters Score -503607.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -503685.625000 Penalty: 4334.015137
	Iteration 13Q: 3 clusters Score -503685.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -503743.937500 Penalty: 4334.015137
	Iteration 14Q: 3 clusters Score -503743.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -503788.750000 Penalty: 4334.015137
	Iteration 15Q: 3 clusters Score -503788.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -503838.093750 Penalty: 4334.015137
	Iteration 16Q: 3 clusters Score -503838.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -503880.125000 Penalty: 4334.015137
	Iteration 17Q: 3 clusters Score -503880.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -503911.750000 Penalty: 4334.015137
	Iteration 18Q: 3 clusters Score -503911.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -503934.781250 Penalty: 4334.015137
	Iteration 19Q: 3 clusters Score -503934.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -503960.687500 Penalty: 4334.015137
	Iteration 20F: 3 clusters Score -503960.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -503989.875000 Penalty: 4334.015137
	Iteration 21Q: 3 clusters Score -503989.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -504010.468750 Penalty: 4334.015137
	Iteration 22Q: 3 clusters Score -504010.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -504025.218750 Penalty: 4334.015137
	Iteration 23Q: 3 clusters Score -504025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -504038.281250 Penalty: 4334.015137
	Iteration 24Q: 3 clusters Score -504038.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -504045.625000 Penalty: 4334.015137
	Iteration 25Q: 3 clusters Score -504045.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -504057.625000 Penalty: 4334.015137
	Iteration 26Q: 3 clusters Score -504057.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -504061.343750 Penalty: 4334.015137
	Iteration 27Q: 3 clusters Score -504061.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -504065.062500 Penalty: 4334.015137
	Iteration 28Q: 3 clusters Score -504065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -504065.375000 Penalty: 4334.015137
	Iteration 29Q: 3 clusters Score -504065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -504065.156250 Penalty: 4334.015137
	Iteration 30Q: 3 clusters Score -504065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -504065.156250 Penalty: 4334.015137
	Iteration 31F: 3 clusters Score -504065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -388614.750000 Penalty: 2106.797852
	Iteration 0F: 2 clusters Score -388614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -384101.625000 Penalty: 4213.595703
	Iteration 0F: 3 clusters Score -384101.6 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -385341.156250 Penalty: 4213.595703
	Iteration 1F: 3 clusters Score -385341.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -385732.906250 Penalty: 4213.595703
	Iteration 2F: 3 clusters Score -385732.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -386022.187500 Penalty: 4213.595703
	Iteration 3F: 3 clusters Score -386022.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -386300.312500 Penalty: 4213.595703
	Iteration 4F: 3 clusters Score -386300.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -386631.156250 Penalty: 4213.595703
	Iteration 5F: 3 clusters Score -386631.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -386961.062500 Penalty: 4213.595703
	Iteration 6F: 3 clusters Score -386961.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -387297.562500 Penalty: 4213.595703
	Iteration 7F: 3 clusters Score -387297.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -387595.468750 Penalty: 4213.595703
	Iteration 8Q: 3 clusters Score -387595.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -387815.187500 Penalty: 4213.595703
	Iteration 9Q: 3 clusters Score -387815.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -387935.125000 Penalty: 4213.595703
	Iteration 10Q: 3 clusters Score -387935.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -388003.062500 Penalty: 4213.595703
	Iteration 11Q: 3 clusters Score -388003.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -388042.437500 Penalty: 4213.595703
	Iteration 12Q: 3 clusters Score -388042.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -388075.250000 Penalty: 4213.595703
	Iteration 13Q: 3 clusters Score -388075.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -388104.687500 Penalty: 4213.595703
	Iteration 14Q: 3 clusters Score -388104.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -388118.406250 Penalty: 4213.595703
	Iteration 15Q: 3 clusters Score -388118.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -388127.125000 Penalty: 4213.595703
	Iteration 16Q: 3 clusters Score -388127.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -388131.781250 Penalty: 4213.595703
	Iteration 17Q: 3 clusters Score -388131.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -388134.062500 Penalty: 4213.595703
	Iteration 18Q: 3 clusters Score -388134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -388135.187500 Penalty: 4213.595703
	Iteration 19Q: 3 clusters Score -388135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -388142.375000 Penalty: 4213.595703
	Iteration 20F: 3 clusters Score -388142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -388148.156250 Penalty: 4213.595703
	Iteration 21Q: 3 clusters Score -388148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -388149.375000 Penalty: 4213.595703
	Iteration 22Q: 3 clusters Score -388149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -388149.718750 Penalty: 4213.595703
	Iteration 23Q: 3 clusters Score -388149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -388151.156250 Penalty: 4213.595703
	Iteration 24Q: 3 clusters Score -388151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -388151.562500 Penalty: 4213.595703
	Iteration 25Q: 3 clusters Score -388151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -388153.562500 Penalty: 4213.595703
	Iteration 26Q: 3 clusters Score -388153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -388154.000000 Penalty: 4213.595703
	Iteration 27Q: 3 clusters Score -388154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -388154.312500 Penalty: 4213.595703
	Iteration 28Q: 3 clusters Score -388154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -388155.250000 Penalty: 4213.595703
	Iteration 29Q: 3 clusters Score -388155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -388155.250000 Penalty: 4213.595703
	Iteration 30F: 3 clusters Score -388155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39675 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9169 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 5687 members 
Mstep: Class 18 contains 11068 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25605 members 
Mstep: Class 28 contains 38491 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57506 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21020 members 
Mstep: Class 37 contains 12604 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13247 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23835 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1647 members 
Mstep: Class 47 contains 11004 members 
Mstep: Class 48 contains 21124 members 
Mstep: Class 49 contains 4035 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6235 members 
Mstep: Class 53 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170472.000000 Penalty: 176084.062500
Iteration 119Q: 54 clusters Score -5.117047e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 39672 members 
Mstep: Class 6 contains 9696 members 
Mstep: Class 7 contains 21551 members 
Mstep: Class 8 contains 15358 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 5688 members 
Mstep: Class 18 contains 11067 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60805 members 
Mstep: Class 23 contains 15799 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 25602 members 
Mstep: Class 28 contains 38486 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57502 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21097 members 
Mstep: Class 37 contains 12607 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13245 members 
Mstep: Class 40 contains 1208 members 
Mstep: Class 41 contains 23833 members 
Mstep: Class 42 contains 10385 members 
Mstep: Class 43 contains 6573 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1644 members 
Mstep: Class 47 contains 11014 members 
Mstep: Class 48 contains 21130 members 
Mstep: Class 49 contains 4038 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6232 members 
Mstep: Class 53 contains 4900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170580.000000 Penalty: 176084.062500
Iteration 120F: 54 clusters Score -5.117058e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16145 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 39668 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 22110 members 
Mstep: Class 17 contains 5691 members 
Mstep: Class 18 contains 11066 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 60807 members 
Mstep: Class 23 contains 15798 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 25598 members 
Mstep: Class 28 contains 38483 members 
Mstep: Class 29 contains 697 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57501 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2663 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21154 members 
Mstep: Class 37 contains 12613 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13242 members 
Mstep: Class 40 contains 1218 members 
Mstep: Class 41 contains 23831 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6579 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7076 members 
Mstep: Class 46 contains 1641 members 
Mstep: Class 47 contains 11021 members 
Mstep: Class 48 contains 21134 members 
Mstep: Class 49 contains 4029 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6230 members 
Mstep: Class 53 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170620.000000 Penalty: 176084.062500
Iteration 121Q: 54 clusters Score -5.117062e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 16079 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 39665 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 22108 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 60808 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1945 members 
Mstep: Class 27 contains 25594 members 
Mstep: Class 28 contains 38480 members 
Mstep: Class 29 contains 698 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57500 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21208 members 
Mstep: Class 37 contains 12616 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13241 members 
Mstep: Class 40 contains 1241 members 
Mstep: Class 41 contains 23829 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6578 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7075 members 
Mstep: Class 46 contains 1637 members 
Mstep: Class 47 contains 11026 members 
Mstep: Class 48 contains 21137 members 
Mstep: Class 49 contains 4007 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6230 members 
Mstep: Class 53 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170708.000000 Penalty: 176084.062500
Iteration 122Q: 54 clusters Score -5.117071e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 16010 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 39659 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 60809 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 25592 members 
Mstep: Class 28 contains 38478 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57499 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2663 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21254 members 
Mstep: Class 37 contains 12618 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1261 members 
Mstep: Class 41 contains 23828 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6579 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7075 members 
Mstep: Class 46 contains 1634 members 
Mstep: Class 47 contains 11034 members 
Mstep: Class 48 contains 21139 members 
Mstep: Class 49 contains 3983 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6227 members 
Mstep: Class 53 contains 4911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170760.000000 Penalty: 176084.062500
Iteration 123Q: 54 clusters Score -5.117076e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 39656 members 
Mstep: Class 6 contains 9699 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15376 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 11062 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 60808 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 25589 members 
Mstep: Class 28 contains 38472 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57495 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2664 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21296 members 
Mstep: Class 37 contains 12624 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1271 members 
Mstep: Class 41 contains 23827 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6582 members 
Mstep: Class 44 contains 472 members 
Mstep: Class 45 contains 7075 members 
Mstep: Class 46 contains 1625 members 
Mstep: Class 47 contains 11038 members 
Mstep: Class 48 contains 21141 members 
Mstep: Class 49 contains 3969 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6227 members 
Mstep: Class 53 contains 4913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170836.000000 Penalty: 176084.062500
Iteration 124Q: 54 clusters Score -5.117084e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 15893 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 39643 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 11063 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 60807 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1112 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 25585 members 
Mstep: Class 28 contains 38466 members 
Mstep: Class 29 contains 701 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57490 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1992 members 
Mstep: Class 34 contains 2666 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21321 members 
Mstep: Class 37 contains 12629 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13241 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23827 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6581 members 
Mstep: Class 44 contains 473 members 
Mstep: Class 45 contains 7075 members 
Mstep: Class 46 contains 1620 members 
Mstep: Class 47 contains 11042 members 
Mstep: Class 48 contains 21145 members 
Mstep: Class 49 contains 3955 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 6228 members 
Mstep: Class 53 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170956.000000 Penalty: 176084.062500
Iteration 125Q: 54 clusters Score -5.117096e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 15849 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 39634 members 
Mstep: Class 6 contains 9701 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 5693 members 
Mstep: Class 18 contains 11059 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 60810 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1113 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 25585 members 
Mstep: Class 28 contains 38463 members 
Mstep: Class 29 contains 701 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57488 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 1991 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21345 members 
Mstep: Class 37 contains 12633 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13241 members 
Mstep: Class 40 contains 1278 members 
Mstep: Class 41 contains 23826 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6587 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7074 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11044 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1169 members 
Mstep: Class 52 contains 6224 members 
Mstep: Class 53 contains 4918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170920.000000 Penalty: 176084.062500
Iteration 126Q: 54 clusters Score -5.117092e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 15793 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 39621 members 
Mstep: Class 6 contains 9701 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 8513 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 5695 members 
Mstep: Class 18 contains 11060 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1360 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60811 members 
Mstep: Class 23 contains 15795 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 25585 members 
Mstep: Class 28 contains 38461 members 
Mstep: Class 29 contains 701 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57481 members 
Mstep: Class 32 contains 1903 members 
Mstep: Class 33 contains 1991 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21371 members 
Mstep: Class 37 contains 12636 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13241 members 
Mstep: Class 40 contains 1278 members 
Mstep: Class 41 contains 23825 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6589 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11045 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6222 members 
Mstep: Class 53 contains 4919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170928.000000 Penalty: 176084.062500
Iteration 127Q: 54 clusters Score -5.117093e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 15742 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 39615 members 
Mstep: Class 6 contains 9702 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 15384 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60813 members 
Mstep: Class 23 contains 15793 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 25585 members 
Mstep: Class 28 contains 38458 members 
Mstep: Class 29 contains 701 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57474 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1991 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21396 members 
Mstep: Class 37 contains 12636 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13241 members 
Mstep: Class 40 contains 1278 members 
Mstep: Class 41 contains 23822 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1629 members 
Mstep: Class 47 contains 11048 members 
Mstep: Class 48 contains 21148 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6221 members 
Mstep: Class 53 contains 4921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170960.000000 Penalty: 176084.062500
Iteration 128Q: 54 clusters Score -5.117096e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 15683 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 39615 members 
Mstep: Class 6 contains 9705 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 8514 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8873 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 11061 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60814 members 
Mstep: Class 23 contains 15792 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 25585 members 
Mstep: Class 28 contains 38455 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57473 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21415 members 
Mstep: Class 37 contains 12638 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13239 members 
Mstep: Class 40 contains 1278 members 
Mstep: Class 41 contains 23823 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6593 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1637 members 
Mstep: Class 47 contains 11051 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3948 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6218 members 
Mstep: Class 53 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171032.000000 Penalty: 176084.062500
Iteration 129Q: 54 clusters Score -5.117103e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 15641 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 39612 members 
Mstep: Class 6 contains 9706 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 11071 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60815 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 25585 members 
Mstep: Class 28 contains 38454 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57470 members 
Mstep: Class 32 contains 1906 members 
Mstep: Class 33 contains 1988 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21435 members 
Mstep: Class 37 contains 12641 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13239 members 
Mstep: Class 40 contains 1277 members 
Mstep: Class 41 contains 23822 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6601 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1633 members 
Mstep: Class 47 contains 11051 members 
Mstep: Class 48 contains 21148 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6215 members 
Mstep: Class 53 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171212.000000 Penalty: 176084.062500
Iteration 130Q: 54 clusters Score -5.117121e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 15591 members 
Mstep: Class 4 contains 3267 members 
Mstep: Class 5 contains 39608 members 
Mstep: Class 6 contains 9707 members 
Mstep: Class 7 contains 21550 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2123 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 11074 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60814 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 25584 members 
Mstep: Class 28 contains 38453 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57466 members 
Mstep: Class 32 contains 1909 members 
Mstep: Class 33 contains 1987 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21446 members 
Mstep: Class 37 contains 12644 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13239 members 
Mstep: Class 40 contains 1276 members 
Mstep: Class 41 contains 23822 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6601 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1635 members 
Mstep: Class 47 contains 11051 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3951 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171232.000000 Penalty: 176084.062500
Iteration 131Q: 54 clusters Score -5.117123e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 15542 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 39610 members 
Mstep: Class 6 contains 9707 members 
Mstep: Class 7 contains 21549 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2119 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60815 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 25584 members 
Mstep: Class 28 contains 38453 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57462 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 1987 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21458 members 
Mstep: Class 37 contains 12648 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13239 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23822 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6606 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1637 members 
Mstep: Class 47 contains 11052 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3952 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171120.000000 Penalty: 176084.062500
Iteration 132Q: 54 clusters Score -5.117112e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 39612 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21547 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2127 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 11086 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60815 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1115 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 25582 members 
Mstep: Class 28 contains 38450 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57459 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21470 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23821 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6608 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1634 members 
Mstep: Class 47 contains 11056 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3952 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 176084.062500
Iteration 133Q: 54 clusters Score -5.117117e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 39616 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21546 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2134 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 8871 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22103 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 11089 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60816 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 25581 members 
Mstep: Class 28 contains 38449 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57457 members 
Mstep: Class 32 contains 1904 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21483 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23821 members 
Mstep: Class 42 contains 10384 members 
Mstep: Class 43 contains 6612 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1631 members 
Mstep: Class 47 contains 11060 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3951 members 
Mstep: Class 50 contains 2186 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171292.000000 Penalty: 176084.062500
Iteration 134Q: 54 clusters Score -5.117129e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 39611 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15382 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 8870 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22101 members 
Mstep: Class 17 contains 5698 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60816 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 25581 members 
Mstep: Class 28 contains 38447 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57454 members 
Mstep: Class 32 contains 1899 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21489 members 
Mstep: Class 37 contains 12648 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23821 members 
Mstep: Class 42 contains 10383 members 
Mstep: Class 43 contains 6618 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1626 members 
Mstep: Class 47 contains 11061 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3951 members 
Mstep: Class 50 contains 2187 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171316.000000 Penalty: 176084.062500
Iteration 135Q: 54 clusters Score -5.117132e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 39615 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15384 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22100 members 
Mstep: Class 17 contains 5699 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60819 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 25581 members 
Mstep: Class 28 contains 38444 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57450 members 
Mstep: Class 32 contains 1900 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21497 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23820 members 
Mstep: Class 42 contains 10383 members 
Mstep: Class 43 contains 6617 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1626 members 
Mstep: Class 47 contains 11061 members 
Mstep: Class 48 contains 21148 members 
Mstep: Class 49 contains 3951 members 
Mstep: Class 50 contains 2185 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171236.000000 Penalty: 176084.062500
Iteration 136Q: 54 clusters Score -5.117124e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 15198 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 39609 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 22101 members 
Mstep: Class 17 contains 5702 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 9533 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60819 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 25581 members 
Mstep: Class 28 contains 38446 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1899 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 21499 members 
Mstep: Class 37 contains 12647 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23819 members 
Mstep: Class 42 contains 10383 members 
Mstep: Class 43 contains 6616 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1624 members 
Mstep: Class 47 contains 11061 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3951 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171308.000000 Penalty: 176084.062500
Iteration 137Q: 54 clusters Score -5.117131e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56642 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 15141 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 39604 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2149 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9159 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22099 members 
Mstep: Class 17 contains 5704 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60820 members 
Mstep: Class 23 contains 15790 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38448 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57446 members 
Mstep: Class 32 contains 1898 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12525 members 
Mstep: Class 36 contains 21504 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1274 members 
Mstep: Class 41 contains 23816 members 
Mstep: Class 42 contains 10383 members 
Mstep: Class 43 contains 6614 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1623 members 
Mstep: Class 47 contains 11062 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3948 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171312.000000 Penalty: 176084.062500
Iteration 138Q: 54 clusters Score -5.117131e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 7319 members 
Mstep: Class 3 contains 15091 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 39592 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15386 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9158 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22097 members 
Mstep: Class 17 contains 5704 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60822 members 
Mstep: Class 23 contains 15790 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38448 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1897 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12526 members 
Mstep: Class 36 contains 21509 members 
Mstep: Class 37 contains 12657 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1273 members 
Mstep: Class 41 contains 23813 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6612 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1619 members 
Mstep: Class 47 contains 11062 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171284.000000 Penalty: 176084.062500
Iteration 139Q: 54 clusters Score -5.117128e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 39578 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 7030 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22096 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60823 members 
Mstep: Class 23 contains 15790 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38450 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1897 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12528 members 
Mstep: Class 36 contains 21510 members 
Mstep: Class 37 contains 12661 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23811 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6612 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1618 members 
Mstep: Class 47 contains 11062 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171392.000000 Penalty: 176084.062500
Iteration 140F: 54 clusters Score -5.117139e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 14985 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 39562 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21544 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 7035 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22096 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60827 members 
Mstep: Class 23 contains 15786 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1116 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38450 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57448 members 
Mstep: Class 32 contains 1896 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12528 members 
Mstep: Class 36 contains 21516 members 
Mstep: Class 37 contains 12662 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23805 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1615 members 
Mstep: Class 47 contains 11063 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171440.000000 Penalty: 176084.062500
Iteration 141Q: 54 clusters Score -5.117144e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 3 contains 14924 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 39551 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 15383 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22094 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9036 members 
Mstep: Class 22 contains 60832 members 
Mstep: Class 23 contains 15785 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38448 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1896 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12530 members 
Mstep: Class 36 contains 21523 members 
Mstep: Class 37 contains 12657 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23803 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6617 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7073 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11064 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171452.000000 Penalty: 176084.062500
Iteration 142Q: 54 clusters Score -5.117145e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 7313 members 
Mstep: Class 3 contains 14873 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39541 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 7041 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22093 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 60839 members 
Mstep: Class 23 contains 15783 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38447 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1893 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12529 members 
Mstep: Class 36 contains 21530 members 
Mstep: Class 37 contains 12655 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13240 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23798 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6618 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7072 members 
Mstep: Class 46 contains 1614 members 
Mstep: Class 47 contains 11066 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171432.000000 Penalty: 176084.062500
Iteration 143Q: 54 clusters Score -5.117143e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 14830 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39528 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 15381 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60842 members 
Mstep: Class 23 contains 15783 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38448 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57446 members 
Mstep: Class 32 contains 1893 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12529 members 
Mstep: Class 36 contains 21538 members 
Mstep: Class 37 contains 12654 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13238 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23794 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6615 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7070 members 
Mstep: Class 46 contains 1614 members 
Mstep: Class 47 contains 11068 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171392.000000 Penalty: 176084.062500
Iteration 144Q: 54 clusters Score -5.117139e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 14798 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39517 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 15378 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9154 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60844 members 
Mstep: Class 23 contains 15782 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38449 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1891 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12529 members 
Mstep: Class 36 contains 21541 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13237 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23789 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6614 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7069 members 
Mstep: Class 46 contains 1614 members 
Mstep: Class 47 contains 11070 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171372.000000 Penalty: 176084.062500
Iteration 145Q: 54 clusters Score -5.117137e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 14765 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39509 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22089 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 60847 members 
Mstep: Class 23 contains 15781 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38452 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12529 members 
Mstep: Class 36 contains 21544 members 
Mstep: Class 37 contains 12651 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13237 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23782 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6613 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7067 members 
Mstep: Class 46 contains 1615 members 
Mstep: Class 47 contains 11073 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171396.000000 Penalty: 176084.062500
Iteration 146Q: 54 clusters Score -5.11714e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 14736 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39498 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22088 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60850 members 
Mstep: Class 23 contains 15779 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38452 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12530 members 
Mstep: Class 36 contains 21550 members 
Mstep: Class 37 contains 12654 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13237 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23778 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6613 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7065 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11075 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171444.000000 Penalty: 176084.062500
Iteration 147Q: 54 clusters Score -5.117144e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 14712 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39490 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 21542 members 
Mstep: Class 8 contains 15377 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22088 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 60850 members 
Mstep: Class 23 contains 15778 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 25580 members 
Mstep: Class 28 contains 38451 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12530 members 
Mstep: Class 36 contains 21555 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13236 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23776 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6612 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7064 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11079 members 
Mstep: Class 48 contains 21146 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171480.000000 Penalty: 176084.062500
Iteration 148Q: 54 clusters Score -5.117148e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39486 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 21541 members 
Mstep: Class 8 contains 15376 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 7049 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22087 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 60849 members 
Mstep: Class 23 contains 15778 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 25579 members 
Mstep: Class 28 contains 38448 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12530 members 
Mstep: Class 36 contains 21558 members 
Mstep: Class 37 contains 12654 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13236 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23775 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6615 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7064 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11082 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171492.000000 Penalty: 176084.062500
Iteration 149Q: 54 clusters Score -5.117149e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 14654 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39482 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 21538 members 
Mstep: Class 8 contains 15374 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9153 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22088 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1359 members 
Mstep: Class 21 contains 9039 members 
Mstep: Class 22 contains 60850 members 
Mstep: Class 23 contains 15778 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 25579 members 
Mstep: Class 28 contains 38444 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16286 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1890 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12530 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13236 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23772 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6616 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7064 members 
Mstep: Class 46 contains 1615 members 
Mstep: Class 47 contains 11086 members 
Mstep: Class 48 contains 21148 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171616.000000 Penalty: 176084.062500
Iteration 150Q: 54 clusters Score -5.117162e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39479 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 21536 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22087 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1358 members 
Mstep: Class 21 contains 9040 members 
Mstep: Class 22 contains 60851 members 
Mstep: Class 23 contains 15778 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 25576 members 
Mstep: Class 28 contains 38442 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57446 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21572 members 
Mstep: Class 37 contains 12647 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23772 members 
Mstep: Class 42 contains 10381 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7064 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11091 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171604.000000 Penalty: 176084.062500
Iteration 151Q: 54 clusters Score -5.11716e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 14607 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39473 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 21536 members 
Mstep: Class 8 contains 15371 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 7053 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9152 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22088 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60851 members 
Mstep: Class 23 contains 15776 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 25573 members 
Mstep: Class 28 contains 38441 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57445 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12533 members 
Mstep: Class 36 contains 21577 members 
Mstep: Class 37 contains 12644 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23768 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7063 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11098 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171564.000000 Penalty: 176084.062500
Iteration 152Q: 54 clusters Score -5.117156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57271 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 14594 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39471 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21537 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 7054 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9151 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11094 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 60851 members 
Mstep: Class 23 contains 15775 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38441 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57444 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 1986 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21582 members 
Mstep: Class 37 contains 12640 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23765 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7061 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11103 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171528.000000 Penalty: 176084.062500
Iteration 153Q: 54 clusters Score -5.117153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 14584 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39466 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 7053 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22093 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60852 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38441 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57443 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21588 members 
Mstep: Class 37 contains 12643 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11104 members 
Mstep: Class 48 contains 21148 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171624.000000 Penalty: 176084.062500
Iteration 154Q: 54 clusters Score -5.117162e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39462 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15370 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60853 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38440 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57443 members 
Mstep: Class 32 contains 1893 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21590 members 
Mstep: Class 37 contains 12642 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21148 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171612.000000 Penalty: 176084.062500
Iteration 155Q: 54 clusters Score -5.117161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14560 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60854 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38437 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57441 members 
Mstep: Class 32 contains 1892 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21591 members 
Mstep: Class 37 contains 12643 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6618 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171656.000000 Penalty: 176084.062500
Iteration 156Q: 54 clusters Score -5.117166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39461 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38436 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57439 members 
Mstep: Class 32 contains 1889 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 12643 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6618 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171600.000000 Penalty: 176084.062500
Iteration 157Q: 54 clusters Score -5.11716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39463 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38433 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57439 members 
Mstep: Class 32 contains 1888 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21150 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171612.000000 Penalty: 176084.062500
Iteration 158Q: 54 clusters Score -5.117161e+07 nChanged 27
Entering ConstructFrom: 
Score: -51171612.000000 Penalty: 176084.062500
Entering ConstructFrom: 
Trying to split cluster 1 (57344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Entering Unmasked Estep 
Score: -4598250.000000 Penalty: 2717.292236
	Iteration 0F: 2 clusters Score -4598250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -4559387.500000 Penalty: 5434.584473
	Iteration 0F: 3 clusters Score -4559388 nChanged 26795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4574691.500000 Penalty: 5434.584473
	Iteration 1F: 3 clusters Score -4574692 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4575435.000000 Penalty: 5434.584473
	Iteration 2Q: 3 clusters Score -4575435 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4576306.000000 Penalty: 5434.584473
	Iteration 3Q: 3 clusters Score -4576306 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4577349.000000 Penalty: 5434.584473
	Iteration 4Q: 3 clusters Score -4577349 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4578721.000000 Penalty: 5434.584473
	Iteration 5Q: 3 clusters Score -4578721 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4580399.500000 Penalty: 5434.584473
	Iteration 6F: 3 clusters Score -4580400 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4582288.500000 Penalty: 5434.584473
	Iteration 7F: 3 clusters Score -4582288 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4584222.000000 Penalty: 5434.584473
	Iteration 8F: 3 clusters Score -4584222 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -4586072.500000 Penalty: 5434.584473
	Iteration 9F: 3 clusters Score -4586072 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -4587922.000000 Penalty: 5434.584473
	Iteration 10Q: 3 clusters Score -4587922 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -4589545.500000 Penalty: 5434.584473
	Iteration 11Q: 3 clusters Score -4589546 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -4591007.000000 Penalty: 5434.584473
	Iteration 12Q: 3 clusters Score -4591007 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -4592283.000000 Penalty: 5434.584473
	Iteration 13Q: 3 clusters Score -4592283 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -4593200.500000 Penalty: 5434.584473
	Iteration 14Q: 3 clusters Score -4593200 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -4593874.500000 Penalty: 5434.584473
	Iteration 15Q: 3 clusters Score -4593874 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -4594473.000000 Penalty: 5434.584473
	Iteration 16Q: 3 clusters Score -4594473 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -4594944.500000 Penalty: 5434.584473
	Iteration 17Q: 3 clusters Score -4594944 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -4595318.000000 Penalty: 5434.584473
	Iteration 18Q: 3 clusters Score -4595318 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -4595513.500000 Penalty: 5434.584473
	Iteration 19Q: 3 clusters Score -4595514 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -4595687.000000 Penalty: 5434.584473
	Iteration 20F: 3 clusters Score -4595687 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -4595811.000000 Penalty: 5434.584473
	Iteration 21Q: 3 clusters Score -4595811 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -4595955.000000 Penalty: 5434.584473
	Iteration 22Q: 3 clusters Score -4595955 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -4596042.000000 Penalty: 5434.584473
	Iteration 23Q: 3 clusters Score -4596042 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -4596135.000000 Penalty: 5434.584473
	Iteration 24Q: 3 clusters Score -4596135 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -4596219.000000 Penalty: 5434.584473
	Iteration 25Q: 3 clusters Score -4596219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -4596323.000000 Penalty: 5434.584473
	Iteration 26Q: 3 clusters Score -4596323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -4596407.500000 Penalty: 5434.584473
	Iteration 27Q: 3 clusters Score -4596408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -4596457.000000 Penalty: 5434.584473
	Iteration 28Q: 3 clusters Score -4596457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -4596501.000000 Penalty: 5434.584473
	Iteration 29Q: 3 clusters Score -4596501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -4596536.000000 Penalty: 5434.584473
	Iteration 30Q: 3 clusters Score -4596536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -4596555.500000 Penalty: 5434.584473
	Iteration 31Q: 3 clusters Score -4596556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -4596558.500000 Penalty: 5434.584473
	Iteration 32Q: 3 clusters Score -4596558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -4596571.000000 Penalty: 5434.584473
	Iteration 33Q: 3 clusters Score -4596571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -4596574.500000 Penalty: 5434.584473
	Iteration 34Q: 3 clusters Score -4596574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -4596576.500000 Penalty: 5434.584473
	Iteration 35Q: 3 clusters Score -4596576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -4596582.000000 Penalty: 5434.584473
	Iteration 36Q: 3 clusters Score -4596582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -4596587.500000 Penalty: 5434.584473
	Iteration 37Q: 3 clusters Score -4596588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -4596587.000000 Penalty: 5434.584473
	Iteration 38Q: 3 clusters Score -4596587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -4596582.500000 Penalty: 5434.584473
	Iteration 39Q: 3 clusters Score -4596582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -4596586.500000 Penalty: 5434.584473
	Iteration 40F: 3 clusters Score -4596586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -4596588.000000 Penalty: 5434.584473
	Iteration 41Q: 3 clusters Score -4596588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -4596589.500000 Penalty: 5434.584473
	Iteration 42Q: 3 clusters Score -4596590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -4596592.500000 Penalty: 5434.584473
	Iteration 43Q: 3 clusters Score -4596592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -4596591.500000 Penalty: 5434.584473
	Iteration 44Q: 3 clusters Score -4596592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -4596591.000000 Penalty: 5434.584473
	Iteration 45Q: 3 clusters Score -4596591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -4596591.000000 Penalty: 5434.584473
	Iteration 46F: 3 clusters Score -4596591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -602603.062500 Penalty: 2206.116211
	Iteration 0F: 2 clusters Score -602603.1 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 3674 members 
Entering Unmasked Estep 
Score: -596700.250000 Penalty: 4412.232422
	Iteration 0F: 3 clusters Score -596700.2 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -598437.562500 Penalty: 4412.232422
	Iteration 1F: 3 clusters Score -598437.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -598836.687500 Penalty: 4412.232422
	Iteration 2F: 3 clusters Score -598836.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -599163.812500 Penalty: 4412.232422
	Iteration 3F: 3 clusters Score -599163.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -599513.312500 Penalty: 4412.232422
	Iteration 4F: 3 clusters Score -599513.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -599914.062500 Penalty: 4412.232422
	Iteration 5F: 3 clusters Score -599914.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -600333.937500 Penalty: 4412.232422
	Iteration 6F: 3 clusters Score -600333.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -600625.437500 Penalty: 4412.232422
	Iteration 7F: 3 clusters Score -600625.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -600796.000000 Penalty: 4412.232422
	Iteration 8Q: 3 clusters Score -600796 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -600907.312500 Penalty: 4412.232422
	Iteration 9Q: 3 clusters Score -600907.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -600993.125000 Penalty: 4412.232422
	Iteration 10Q: 3 clusters Score -600993.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -601055.625000 Penalty: 4412.232422
	Iteration 11Q: 3 clusters Score -601055.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -601110.812500 Penalty: 4412.232422
	Iteration 12Q: 3 clusters Score -601110.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -601162.562500 Penalty: 4412.232422
	Iteration 13Q: 3 clusters Score -601162.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -601196.500000 Penalty: 4412.232422
	Iteration 14Q: 3 clusters Score -601196.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -601227.562500 Penalty: 4412.232422
	Iteration 15Q: 3 clusters Score -601227.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -601258.562500 Penalty: 4412.232422
	Iteration 16Q: 3 clusters Score -601258.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -601277.687500 Penalty: 4412.232422
	Iteration 17Q: 3 clusters Score -601277.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -601293.125000 Penalty: 4412.232422
	Iteration 18Q: 3 clusters Score -601293.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -601304.937500 Penalty: 4412.232422
	Iteration 19Q: 3 clusters Score -601304.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -601308.562500 Penalty: 4412.232422
	Iteration 20F: 3 clusters Score -601308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -601315.000000 Penalty: 4412.232422
	Iteration 21Q: 3 clusters Score -601315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -601319.437500 Penalty: 4412.232422
	Iteration 22Q: 3 clusters Score -601319.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -601324.375000 Penalty: 4412.232422
	Iteration 23Q: 3 clusters Score -601324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -601331.812500 Penalty: 4412.232422
	Iteration 24Q: 3 clusters Score -601331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -601339.125000 Penalty: 4412.232422
	Iteration 25Q: 3 clusters Score -601339.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -601347.937500 Penalty: 4412.232422
	Iteration 26Q: 3 clusters Score -601347.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -601359.812500 Penalty: 4412.232422
	Iteration 27Q: 3 clusters Score -601359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -601362.250000 Penalty: 4412.232422
	Iteration 28Q: 3 clusters Score -601362.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -601367.750000 Penalty: 4412.232422
	Iteration 29Q: 3 clusters Score -601367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -601372.937500 Penalty: 4412.232422
	Iteration 30Q: 3 clusters Score -601372.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -601375.812500 Penalty: 4412.232422
	Iteration 31Q: 3 clusters Score -601375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -601376.250000 Penalty: 4412.232422
	Iteration 32Q: 3 clusters Score -601376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -601376.250000 Penalty: 4412.232422
	Iteration 33Q: 3 clusters Score -601376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -601378.125000 Penalty: 4412.232422
	Iteration 34Q: 3 clusters Score -601378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -601378.312500 Penalty: 4412.232422
	Iteration 35Q: 3 clusters Score -601378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -601378.812500 Penalty: 4412.232422
	Iteration 36Q: 3 clusters Score -601378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -601379.562500 Penalty: 4412.232422
	Iteration 37Q: 3 clusters Score -601379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -601379.500000 Penalty: 4412.232422
	Iteration 38Q: 3 clusters Score -601379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -601379.312500 Penalty: 4412.232422
	Iteration 39Q: 3 clusters Score -601379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -601379.812500 Penalty: 4412.232422
	Iteration 40F: 3 clusters Score -601379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -601381.562500 Penalty: 4412.232422
	Iteration 41Q: 3 clusters Score -601381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -601382.500000 Penalty: 4412.232422
	Iteration 42Q: 3 clusters Score -601382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -601382.750000 Penalty: 4412.232422
	Iteration 43Q: 3 clusters Score -601382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -601382.687500 Penalty: 4412.232422
	Iteration 44Q: 3 clusters Score -601382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -601382.187500 Penalty: 4412.232422
	Iteration 45Q: 3 clusters Score -601382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -601383.250000 Penalty: 4412.232422
	Iteration 46Q: 3 clusters Score -601383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -601387.312500 Penalty: 4412.232422
	Iteration 47Q: 3 clusters Score -601387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -601388.875000 Penalty: 4412.232422
	Iteration 48Q: 3 clusters Score -601388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -601389.500000 Penalty: 4412.232422
	Iteration 49Q: 3 clusters Score -601389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -601390.250000 Penalty: 4412.232422
	Iteration 50Q: 3 clusters Score -601390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -601389.750000 Penalty: 4412.232422
	Iteration 51Q: 3 clusters Score -601389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -601391.750000 Penalty: 4412.232422
	Iteration 52Q: 3 clusters Score -601391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -601391.625000 Penalty: 4412.232422
	Iteration 53Q: 3 clusters Score -601391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -601393.875000 Penalty: 4412.232422
	Iteration 54Q: 3 clusters Score -601393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -601393.875000 Penalty: 4412.232422
	Iteration 55Q: 3 clusters Score -601393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -601394.625000 Penalty: 4412.232422
	Iteration 56Q: 3 clusters Score -601394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -601395.250000 Penalty: 4412.232422
	Iteration 57Q: 3 clusters Score -601395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -601395.250000 Penalty: 4412.232422
	Iteration 58F: 3 clusters Score -601395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Entering Unmasked Estep 
Score: -1181717.125000 Penalty: 2376.654053
	Iteration 0F: 2 clusters Score -1181717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1171342.250000 Penalty: 4753.308105
	Iteration 0F: 3 clusters Score -1171342 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1174442.000000 Penalty: 4753.308105
	Iteration 1F: 3 clusters Score -1174442 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1174790.625000 Penalty: 4753.308105
	Iteration 2F: 3 clusters Score -1174791 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1175091.875000 Penalty: 4753.308105
	Iteration 3Q: 3 clusters Score -1175092 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1175361.875000 Penalty: 4753.308105
	Iteration 4Q: 3 clusters Score -1175362 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1175630.500000 Penalty: 4753.308105
	Iteration 5Q: 3 clusters Score -1175630 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1175889.875000 Penalty: 4753.308105
	Iteration 6Q: 3 clusters Score -1175890 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1176140.500000 Penalty: 4753.308105
	Iteration 7Q: 3 clusters Score -1176140 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1176398.875000 Penalty: 4753.308105
	Iteration 8Q: 3 clusters Score -1176399 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1176634.375000 Penalty: 4753.308105
	Iteration 9Q: 3 clusters Score -1176634 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1176915.750000 Penalty: 4753.308105
	Iteration 10Q: 3 clusters Score -1176916 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1177166.125000 Penalty: 4753.308105
	Iteration 11Q: 3 clusters Score -1177166 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1177410.750000 Penalty: 4753.308105
	Iteration 12Q: 3 clusters Score -1177411 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1177628.625000 Penalty: 4753.308105
	Iteration 13Q: 3 clusters Score -1177629 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1177829.375000 Penalty: 4753.308105
	Iteration 14Q: 3 clusters Score -1177829 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1178007.000000 Penalty: 4753.308105
	Iteration 15Q: 3 clusters Score -1178007 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1178145.875000 Penalty: 4753.308105
	Iteration 16Q: 3 clusters Score -1178146 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1178254.625000 Penalty: 4753.308105
	Iteration 17Q: 3 clusters Score -1178255 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1178363.125000 Penalty: 4753.308105
	Iteration 18Q: 3 clusters Score -1178363 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1178461.500000 Penalty: 4753.308105
	Iteration 19Q: 3 clusters Score -1178462 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1178534.250000 Penalty: 4753.308105
	Iteration 20F: 3 clusters Score -1178534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1178606.000000 Penalty: 4753.308105
	Iteration 21Q: 3 clusters Score -1178606 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1178663.625000 Penalty: 4753.308105
	Iteration 22Q: 3 clusters Score -1178664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1178711.125000 Penalty: 4753.308105
	Iteration 23Q: 3 clusters Score -1178711 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1178752.875000 Penalty: 4753.308105
	Iteration 24Q: 3 clusters Score -1178753 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1178788.125000 Penalty: 4753.308105
	Iteration 25Q: 3 clusters Score -1178788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1178823.375000 Penalty: 4753.308105
	Iteration 26Q: 3 clusters Score -1178823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1178865.125000 Penalty: 4753.308105
	Iteration 27Q: 3 clusters Score -1178865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1178905.375000 Penalty: 4753.308105
	Iteration 28Q: 3 clusters Score -1178905 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1178948.625000 Penalty: 4753.308105
	Iteration 29Q: 3 clusters Score -1178949 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1178984.375000 Penalty: 4753.308105
	Iteration 30Q: 3 clusters Score -1178984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1179014.875000 Penalty: 4753.308105
	Iteration 31Q: 3 clusters Score -1179015 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1179052.500000 Penalty: 4753.308105
	Iteration 32Q: 3 clusters Score -1179052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1179099.375000 Penalty: 4753.308105
	Iteration 33Q: 3 clusters Score -1179099 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1179141.250000 Penalty: 4753.308105
	Iteration 34Q: 3 clusters Score -1179141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1179189.875000 Penalty: 4753.308105
	Iteration 35Q: 3 clusters Score -1179190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1179238.375000 Penalty: 4753.308105
	Iteration 36Q: 3 clusters Score -1179238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1179279.000000 Penalty: 4753.308105
	Iteration 37Q: 3 clusters Score -1179279 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1179329.500000 Penalty: 4753.308105
	Iteration 38Q: 3 clusters Score -1179330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1179371.375000 Penalty: 4753.308105
	Iteration 39Q: 3 clusters Score -1179371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1179408.375000 Penalty: 4753.308105
	Iteration 40F: 3 clusters Score -1179408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1179447.750000 Penalty: 4753.308105
	Iteration 41Q: 3 clusters Score -1179448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1179470.375000 Penalty: 4753.308105
	Iteration 42Q: 3 clusters Score -1179470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1179495.875000 Penalty: 4753.308105
	Iteration 43Q: 3 clusters Score -1179496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1179510.750000 Penalty: 4753.308105
	Iteration 44Q: 3 clusters Score -1179511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1179519.125000 Penalty: 4753.308105
	Iteration 45Q: 3 clusters Score -1179519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1179531.875000 Penalty: 4753.308105
	Iteration 46Q: 3 clusters Score -1179532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1179547.750000 Penalty: 4753.308105
	Iteration 47Q: 3 clusters Score -1179548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1179562.500000 Penalty: 4753.308105
	Iteration 48Q: 3 clusters Score -1179562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1179568.500000 Penalty: 4753.308105
	Iteration 49Q: 3 clusters Score -1179568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1179579.250000 Penalty: 4753.308105
	Iteration 50Q: 3 clusters Score -1179579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1179592.875000 Penalty: 4753.308105
	Iteration 51Q: 3 clusters Score -1179593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1179606.375000 Penalty: 4753.308105
	Iteration 52Q: 3 clusters Score -1179606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1179616.750000 Penalty: 4753.308105
	Iteration 53Q: 3 clusters Score -1179617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1179626.500000 Penalty: 4753.308105
	Iteration 54Q: 3 clusters Score -1179626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1179644.375000 Penalty: 4753.308105
	Iteration 55Q: 3 clusters Score -1179644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1179653.125000 Penalty: 4753.308105
	Iteration 56Q: 3 clusters Score -1179653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1179662.125000 Penalty: 4753.308105
	Iteration 57Q: 3 clusters Score -1179662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1179667.375000 Penalty: 4753.308105
	Iteration 58Q: 3 clusters Score -1179667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1179678.000000 Penalty: 4753.308105
	Iteration 59Q: 3 clusters Score -1179678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1179687.500000 Penalty: 4753.308105
	Iteration 60F: 3 clusters Score -1179688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1179698.000000 Penalty: 4753.308105
	Iteration 61Q: 3 clusters Score -1179698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1179707.375000 Penalty: 4753.308105
	Iteration 62Q: 3 clusters Score -1179707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1179714.500000 Penalty: 4753.308105
	Iteration 63Q: 3 clusters Score -1179714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1179722.125000 Penalty: 4753.308105
	Iteration 64Q: 3 clusters Score -1179722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1179729.750000 Penalty: 4753.308105
	Iteration 65Q: 3 clusters Score -1179730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1179737.625000 Penalty: 4753.308105
	Iteration 66Q: 3 clusters Score -1179738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1179746.875000 Penalty: 4753.308105
	Iteration 67Q: 3 clusters Score -1179747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1179755.125000 Penalty: 4753.308105
	Iteration 68Q: 3 clusters Score -1179755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1179758.500000 Penalty: 4753.308105
	Iteration 69Q: 3 clusters Score -1179758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1179759.750000 Penalty: 4753.308105
	Iteration 70Q: 3 clusters Score -1179760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1179764.750000 Penalty: 4753.308105
	Iteration 71Q: 3 clusters Score -1179765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1179766.625000 Penalty: 4753.308105
	Iteration 72Q: 3 clusters Score -1179767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1179773.125000 Penalty: 4753.308105
	Iteration 73Q: 3 clusters Score -1179773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1179775.500000 Penalty: 4753.308105
	Iteration 74Q: 3 clusters Score -1179776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1179779.625000 Penalty: 4753.308105
	Iteration 75Q: 3 clusters Score -1179780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1179787.875000 Penalty: 4753.308105
	Iteration 76Q: 3 clusters Score -1179788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1179792.250000 Penalty: 4753.308105
	Iteration 77Q: 3 clusters Score -1179792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1179795.375000 Penalty: 4753.308105
	Iteration 78Q: 3 clusters Score -1179795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1179797.750000 Penalty: 4753.308105
	Iteration 79Q: 3 clusters Score -1179798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1179798.625000 Penalty: 4753.308105
	Iteration 80F: 3 clusters Score -1179799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1179797.625000 Penalty: 4753.308105
	Iteration 81Q: 3 clusters Score -1179798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1179799.625000 Penalty: 4753.308105
	Iteration 82Q: 3 clusters Score -1179800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1179801.375000 Penalty: 4753.308105
	Iteration 83Q: 3 clusters Score -1179801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1179800.500000 Penalty: 4753.308105
	Iteration 84Q: 3 clusters Score -1179800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1179801.125000 Penalty: 4753.308105
	Iteration 85Q: 3 clusters Score -1179801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1179801.125000 Penalty: 4753.308105
	Iteration 86F: 3 clusters Score -1179801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -255093.984375 Penalty: 2006.115479
	Iteration 0F: 2 clusters Score -255094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -251656.359375 Penalty: 4012.230957
	Iteration 0F: 3 clusters Score -251656.4 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -252443.937500 Penalty: 4012.230957
	Iteration 1F: 3 clusters Score -252443.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -252622.078125 Penalty: 4012.230957
	Iteration 2F: 3 clusters Score -252622.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -252740.765625 Penalty: 4012.230957
	Iteration 3F: 3 clusters Score -252740.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -252831.390625 Penalty: 4012.230957
	Iteration 4Q: 3 clusters Score -252831.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -252890.890625 Penalty: 4012.230957
	Iteration 5Q: 3 clusters Score -252890.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -252954.500000 Penalty: 4012.230957
	Iteration 6Q: 3 clusters Score -252954.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -253008.468750 Penalty: 4012.230957
	Iteration 7Q: 3 clusters Score -253008.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253049.125000 Penalty: 4012.230957
	Iteration 8Q: 3 clusters Score -253049.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -253087.343750 Penalty: 4012.230957
	Iteration 9Q: 3 clusters Score -253087.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -253114.468750 Penalty: 4012.230957
	Iteration 10Q: 3 clusters Score -253114.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -253136.468750 Penalty: 4012.230957
	Iteration 11Q: 3 clusters Score -253136.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -253167.562500 Penalty: 4012.230957
	Iteration 12Q: 3 clusters Score -253167.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -253193.156250 Penalty: 4012.230957
	Iteration 13Q: 3 clusters Score -253193.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -253222.625000 Penalty: 4012.230957
	Iteration 14Q: 3 clusters Score -253222.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -253249.234375 Penalty: 4012.230957
	Iteration 15Q: 3 clusters Score -253249.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -253277.437500 Penalty: 4012.230957
	Iteration 16Q: 3 clusters Score -253277.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -253305.687500 Penalty: 4012.230957
	Iteration 17Q: 3 clusters Score -253305.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -253335.015625 Penalty: 4012.230957
	Iteration 18Q: 3 clusters Score -253335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -253355.875000 Penalty: 4012.230957
	Iteration 19Q: 3 clusters Score -253355.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -253374.218750 Penalty: 4012.230957
	Iteration 20F: 3 clusters Score -253374.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -253383.046875 Penalty: 4012.230957
	Iteration 21Q: 3 clusters Score -253383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -253394.187500 Penalty: 4012.230957
	Iteration 22Q: 3 clusters Score -253394.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -253403.156250 Penalty: 4012.230957
	Iteration 23Q: 3 clusters Score -253403.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -253414.593750 Penalty: 4012.230957
	Iteration 24Q: 3 clusters Score -253414.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -253427.000000 Penalty: 4012.230957
	Iteration 25Q: 3 clusters Score -253427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -253446.984375 Penalty: 4012.230957
	Iteration 26Q: 3 clusters Score -253447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -253463.921875 Penalty: 4012.230957
	Iteration 27Q: 3 clusters Score -253463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -253482.593750 Penalty: 4012.230957
	Iteration 28Q: 3 clusters Score -253482.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -253501.656250 Penalty: 4012.230957
	Iteration 29Q: 3 clusters Score -253501.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -253527.109375 Penalty: 4012.230957
	Iteration 30Q: 3 clusters Score -253527.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -253547.984375 Penalty: 4012.230957
	Iteration 31Q: 3 clusters Score -253548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -253569.984375 Penalty: 4012.230957
	Iteration 32Q: 3 clusters Score -253570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -253586.734375 Penalty: 4012.230957
	Iteration 33Q: 3 clusters Score -253586.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -253596.421875 Penalty: 4012.230957
	Iteration 34Q: 3 clusters Score -253596.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -253610.484375 Penalty: 4012.230957
	Iteration 35Q: 3 clusters Score -253610.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -253618.328125 Penalty: 4012.230957
	Iteration 36Q: 3 clusters Score -253618.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -253626.234375 Penalty: 4012.230957
	Iteration 37Q: 3 clusters Score -253626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -253631.062500 Penalty: 4012.230957
	Iteration 38Q: 3 clusters Score -253631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -253631.750000 Penalty: 4012.230957
	Iteration 39Q: 3 clusters Score -253631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -253634.828125 Penalty: 4012.230957
	Iteration 40F: 3 clusters Score -253634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -253643.171875 Penalty: 4012.230957
	Iteration 41Q: 3 clusters Score -253643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -253652.531250 Penalty: 4012.230957
	Iteration 42Q: 3 clusters Score -253652.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -253656.234375 Penalty: 4012.230957
	Iteration 43Q: 3 clusters Score -253656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -253657.796875 Penalty: 4012.230957
	Iteration 44Q: 3 clusters Score -253657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -253658.625000 Penalty: 4012.230957
	Iteration 45Q: 3 clusters Score -253658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -253660.031250 Penalty: 4012.230957
	Iteration 46Q: 3 clusters Score -253660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -253660.171875 Penalty: 4012.230957
	Iteration 47Q: 3 clusters Score -253660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -253660.171875 Penalty: 4012.230957
	Iteration 48F: 3 clusters Score -253660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Entering Unmasked Estep 
Score: -3199402.000000 Penalty: 2624.619873
	Iteration 0F: 2 clusters Score -3199402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3172808.000000 Penalty: 5249.239746
	Iteration 0F: 3 clusters Score -3172808 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3182932.000000 Penalty: 5249.239746
	Iteration 1F: 3 clusters Score -3182932 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3184066.500000 Penalty: 5249.239746
	Iteration 2F: 3 clusters Score -3184066 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3185543.750000 Penalty: 5249.239746
	Iteration 3F: 3 clusters Score -3185544 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3187504.750000 Penalty: 5249.239746
	Iteration 4F: 3 clusters Score -3187505 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3189849.000000 Penalty: 5249.239746
	Iteration 5F: 3 clusters Score -3189849 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -3191965.750000 Penalty: 5249.239746
	Iteration 6F: 3 clusters Score -3191966 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3193741.000000 Penalty: 5249.239746
	Iteration 7F: 3 clusters Score -3193741 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -3195075.750000 Penalty: 5249.239746
	Iteration 8Q: 3 clusters Score -3195076 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3195931.250000 Penalty: 5249.239746
	Iteration 9Q: 3 clusters Score -3195931 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -3196426.500000 Penalty: 5249.239746
	Iteration 10Q: 3 clusters Score -3196426 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -3196730.000000 Penalty: 5249.239746
	Iteration 11Q: 3 clusters Score -3196730 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3196908.500000 Penalty: 5249.239746
	Iteration 12Q: 3 clusters Score -3196908 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -3197045.000000 Penalty: 5249.239746
	Iteration 13Q: 3 clusters Score -3197045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3197117.750000 Penalty: 5249.239746
	Iteration 14Q: 3 clusters Score -3197118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -3197172.250000 Penalty: 5249.239746
	Iteration 15Q: 3 clusters Score -3197172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -3197210.750000 Penalty: 5249.239746
	Iteration 16Q: 3 clusters Score -3197211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -3197243.500000 Penalty: 5249.239746
	Iteration 17Q: 3 clusters Score -3197244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -3197264.250000 Penalty: 5249.239746
	Iteration 18Q: 3 clusters Score -3197264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -3197288.250000 Penalty: 5249.239746
	Iteration 19Q: 3 clusters Score -3197288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -3197314.000000 Penalty: 5249.239746
	Iteration 20F: 3 clusters Score -3197314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -3197339.250000 Penalty: 5249.239746
	Iteration 21Q: 3 clusters Score -3197339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -3197361.250000 Penalty: 5249.239746
	Iteration 22Q: 3 clusters Score -3197361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -3197373.000000 Penalty: 5249.239746
	Iteration 23Q: 3 clusters Score -3197373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -3197388.000000 Penalty: 5249.239746
	Iteration 24Q: 3 clusters Score -3197388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -3197396.750000 Penalty: 5249.239746
	Iteration 25Q: 3 clusters Score -3197397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3197399.250000 Penalty: 5249.239746
	Iteration 26Q: 3 clusters Score -3197399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -3197406.000000 Penalty: 5249.239746
	Iteration 27Q: 3 clusters Score -3197406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3197409.000000 Penalty: 5249.239746
	Iteration 28Q: 3 clusters Score -3197409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -3197410.250000 Penalty: 5249.239746
	Iteration 29Q: 3 clusters Score -3197410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -3197408.750000 Penalty: 5249.239746
	Iteration 30Q: 3 clusters Score -3197409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3197414.500000 Penalty: 5249.239746
	Iteration 31Q: 3 clusters Score -3197414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3197413.250000 Penalty: 5249.239746
	Iteration 32Q: 3 clusters Score -3197413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -3197412.000000 Penalty: 5249.239746
	Iteration 33Q: 3 clusters Score -3197412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -3197413.000000 Penalty: 5249.239746
	Iteration 34Q: 3 clusters Score -3197413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -3197414.250000 Penalty: 5249.239746
	Iteration 35Q: 3 clusters Score -3197414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -3197411.250000 Penalty: 5249.239746
	Iteration 36Q: 3 clusters Score -3197411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -3197415.750000 Penalty: 5249.239746
	Iteration 37Q: 3 clusters Score -3197416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -3197419.750000 Penalty: 5249.239746
	Iteration 38Q: 3 clusters Score -3197420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -3197426.000000 Penalty: 5249.239746
	Iteration 39Q: 3 clusters Score -3197426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -3197425.750000 Penalty: 5249.239746
	Iteration 40F: 3 clusters Score -3197426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -3197428.250000 Penalty: 5249.239746
	Iteration 41Q: 3 clusters Score -3197428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -3197427.750000 Penalty: 5249.239746
	Iteration 42Q: 3 clusters Score -3197428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -3197428.750000 Penalty: 5249.239746
	Iteration 43Q: 3 clusters Score -3197429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -3197427.250000 Penalty: 5249.239746
	Iteration 44Q: 3 clusters Score -3197427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -3197430.750000 Penalty: 5249.239746
	Iteration 45Q: 3 clusters Score -3197431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -3197430.750000 Penalty: 5249.239746
	Iteration 46F: 3 clusters Score -3197431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Entering Unmasked Estep 
Score: -776416.625000 Penalty: 2276.891602
	Iteration 0F: 2 clusters Score -776416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -768927.062500 Penalty: 4553.783203
	Iteration 0F: 3 clusters Score -768927.1 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -771085.437500 Penalty: 4553.783203
	Iteration 1F: 3 clusters Score -771085.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -771379.562500 Penalty: 4553.783203
	Iteration 2F: 3 clusters Score -771379.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -771549.375000 Penalty: 4553.783203
	Iteration 3Q: 3 clusters Score -771549.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -771685.250000 Penalty: 4553.783203
	Iteration 4Q: 3 clusters Score -771685.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -771783.500000 Penalty: 4553.783203
	Iteration 5Q: 3 clusters Score -771783.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -771868.687500 Penalty: 4553.783203
	Iteration 6Q: 3 clusters Score -771868.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -771973.875000 Penalty: 4553.783203
	Iteration 7Q: 3 clusters Score -771973.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -772090.187500 Penalty: 4553.783203
	Iteration 8Q: 3 clusters Score -772090.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -772231.562500 Penalty: 4553.783203
	Iteration 9Q: 3 clusters Score -772231.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -772389.687500 Penalty: 4553.783203
	Iteration 10Q: 3 clusters Score -772389.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -772617.937500 Penalty: 4553.783203
	Iteration 11Q: 3 clusters Score -772617.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -772962.875000 Penalty: 4553.783203
	Iteration 12Q: 3 clusters Score -772962.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -773363.875000 Penalty: 4553.783203
	Iteration 13F: 3 clusters Score -773363.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -773798.812500 Penalty: 4553.783203
	Iteration 14F: 3 clusters Score -773798.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -774213.062500 Penalty: 4553.783203
	Iteration 15F: 3 clusters Score -774213.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -774540.875000 Penalty: 4553.783203
	Iteration 16Q: 3 clusters Score -774540.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -774767.437500 Penalty: 4553.783203
	Iteration 17Q: 3 clusters Score -774767.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -774893.875000 Penalty: 4553.783203
	Iteration 18Q: 3 clusters Score -774893.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -774975.000000 Penalty: 4553.783203
	Iteration 19Q: 3 clusters Score -774975 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -775032.000000 Penalty: 4553.783203
	Iteration 20F: 3 clusters Score -775032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -775070.562500 Penalty: 4553.783203
	Iteration 21Q: 3 clusters Score -775070.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -775103.000000 Penalty: 4553.783203
	Iteration 22Q: 3 clusters Score -775103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -775127.625000 Penalty: 4553.783203
	Iteration 23Q: 3 clusters Score -775127.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -775143.125000 Penalty: 4553.783203
	Iteration 24Q: 3 clusters Score -775143.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -775152.750000 Penalty: 4553.783203
	Iteration 25Q: 3 clusters Score -775152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -775158.250000 Penalty: 4553.783203
	Iteration 26Q: 3 clusters Score -775158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -775160.437500 Penalty: 4553.783203
	Iteration 27Q: 3 clusters Score -775160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -775163.937500 Penalty: 4553.783203
	Iteration 28Q: 3 clusters Score -775163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -775166.062500 Penalty: 4553.783203
	Iteration 29Q: 3 clusters Score -775166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -775167.500000 Penalty: 4553.783203
	Iteration 30Q: 3 clusters Score -775167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -775169.500000 Penalty: 4553.783203
	Iteration 31Q: 3 clusters Score -775169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -775168.750000 Penalty: 4553.783203
	Iteration 32Q: 3 clusters Score -775168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -775171.312500 Penalty: 4553.783203
	Iteration 33Q: 3 clusters Score -775171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -775173.000000 Penalty: 4553.783203
	Iteration 34Q: 3 clusters Score -775173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -775174.500000 Penalty: 4553.783203
	Iteration 35Q: 3 clusters Score -775174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -775176.750000 Penalty: 4553.783203
	Iteration 36Q: 3 clusters Score -775176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -775181.000000 Penalty: 4553.783203
	Iteration 37Q: 3 clusters Score -775181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -775183.312500 Penalty: 4553.783203
	Iteration 38Q: 3 clusters Score -775183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -775185.250000 Penalty: 4553.783203
	Iteration 39Q: 3 clusters Score -775185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -775183.875000 Penalty: 4553.783203
	Iteration 40F: 3 clusters Score -775183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -775183.250000 Penalty: 4553.783203
	Iteration 41Q: 3 clusters Score -775183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -775186.000000 Penalty: 4553.783203
	Iteration 42Q: 3 clusters Score -775186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -775187.125000 Penalty: 4553.783203
	Iteration 43Q: 3 clusters Score -775187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -775189.687500 Penalty: 4553.783203
	Iteration 44Q: 3 clusters Score -775189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -775189.687500 Penalty: 4553.783203
	Iteration 45F: 3 clusters Score -775189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Entering Unmasked Estep 
Score: -1786311.625000 Penalty: 2474.403809
	Iteration 0F: 2 clusters Score -1786312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1771048.000000 Penalty: 4948.807617
	Iteration 0F: 3 clusters Score -1771048 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1776612.625000 Penalty: 4948.807617
	Iteration 1F: 3 clusters Score -1776613 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1777355.250000 Penalty: 4948.807617
	Iteration 2F: 3 clusters Score -1777355 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1778107.500000 Penalty: 4948.807617
	Iteration 3F: 3 clusters Score -1778108 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1778938.625000 Penalty: 4948.807617
	Iteration 4F: 3 clusters Score -1778939 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1779928.750000 Penalty: 4948.807617
	Iteration 5F: 3 clusters Score -1779929 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1781160.375000 Penalty: 4948.807617
	Iteration 6F: 3 clusters Score -1781160 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1782434.875000 Penalty: 4948.807617
	Iteration 7F: 3 clusters Score -1782435 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1783457.000000 Penalty: 4948.807617
	Iteration 8F: 3 clusters Score -1783457 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1784196.000000 Penalty: 4948.807617
	Iteration 9Q: 3 clusters Score -1784196 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1784689.750000 Penalty: 4948.807617
	Iteration 10Q: 3 clusters Score -1784690 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1784969.625000 Penalty: 4948.807617
	Iteration 11Q: 3 clusters Score -1784970 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1785156.750000 Penalty: 4948.807617
	Iteration 12Q: 3 clusters Score -1785157 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1785274.750000 Penalty: 4948.807617
	Iteration 13Q: 3 clusters Score -1785275 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1785390.500000 Penalty: 4948.807617
	Iteration 14Q: 3 clusters Score -1785390 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1785479.750000 Penalty: 4948.807617
	Iteration 15Q: 3 clusters Score -1785480 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1785540.500000 Penalty: 4948.807617
	Iteration 16Q: 3 clusters Score -1785540 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1785613.250000 Penalty: 4948.807617
	Iteration 17Q: 3 clusters Score -1785613 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1785658.750000 Penalty: 4948.807617
	Iteration 18Q: 3 clusters Score -1785659 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1785696.375000 Penalty: 4948.807617
	Iteration 19Q: 3 clusters Score -1785696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1785719.750000 Penalty: 4948.807617
	Iteration 20F: 3 clusters Score -1785720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1785735.750000 Penalty: 4948.807617
	Iteration 21Q: 3 clusters Score -1785736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1785755.750000 Penalty: 4948.807617
	Iteration 22Q: 3 clusters Score -1785756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1785764.500000 Penalty: 4948.807617
	Iteration 23Q: 3 clusters Score -1785764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1785773.375000 Penalty: 4948.807617
	Iteration 24Q: 3 clusters Score -1785773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1785774.500000 Penalty: 4948.807617
	Iteration 25Q: 3 clusters Score -1785774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1785780.875000 Penalty: 4948.807617
	Iteration 26Q: 3 clusters Score -1785781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1785785.625000 Penalty: 4948.807617
	Iteration 27Q: 3 clusters Score -1785786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1785787.625000 Penalty: 4948.807617
	Iteration 28Q: 3 clusters Score -1785788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1785789.000000 Penalty: 4948.807617
	Iteration 29Q: 3 clusters Score -1785789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1785800.125000 Penalty: 4948.807617
	Iteration 30Q: 3 clusters Score -1785800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1785808.375000 Penalty: 4948.807617
	Iteration 31Q: 3 clusters Score -1785808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1785815.500000 Penalty: 4948.807617
	Iteration 32Q: 3 clusters Score -1785816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1785811.625000 Penalty: 4948.807617
	Iteration 33Q: 3 clusters Score -1785812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1785809.625000 Penalty: 4948.807617
	Iteration 34Q: 3 clusters Score -1785810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1785814.250000 Penalty: 4948.807617
	Iteration 35Q: 3 clusters Score -1785814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1785816.000000 Penalty: 4948.807617
	Iteration 36Q: 3 clusters Score -1785816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1785818.875000 Penalty: 4948.807617
	Iteration 37Q: 3 clusters Score -1785819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1785820.750000 Penalty: 4948.807617
	Iteration 38Q: 3 clusters Score -1785821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1785825.250000 Penalty: 4948.807617
	Iteration 39Q: 3 clusters Score -1785825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1785827.625000 Penalty: 4948.807617
	Iteration 40F: 3 clusters Score -1785828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1785827.875000 Penalty: 4948.807617
	Iteration 41Q: 3 clusters Score -1785828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1785828.500000 Penalty: 4948.807617
	Iteration 42Q: 3 clusters Score -1785828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1785831.000000 Penalty: 4948.807617
	Iteration 43Q: 3 clusters Score -1785831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1785832.375000 Penalty: 4948.807617
	Iteration 44Q: 3 clusters Score -1785832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1785835.000000 Penalty: 4948.807617
	Iteration 45Q: 3 clusters Score -1785835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1785833.250000 Penalty: 4948.807617
	Iteration 46Q: 3 clusters Score -1785833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1785834.625000 Penalty: 4948.807617
	Iteration 47Q: 3 clusters Score -1785835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1785835.500000 Penalty: 4948.807617
	Iteration 48Q: 3 clusters Score -1785836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1785830.625000 Penalty: 4948.807617
	Iteration 49Q: 3 clusters Score -1785831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1785829.875000 Penalty: 4948.807617
	Iteration 50Q: 3 clusters Score -1785830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1785829.375000 Penalty: 4948.807617
	Iteration 51Q: 3 clusters Score -1785829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1785829.375000 Penalty: 4948.807617
	Iteration 52F: 3 clusters Score -1785829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Entering Unmasked Estep 
Score: -1258473.000000 Penalty: 2390.795166
	Iteration 0F: 2 clusters Score -1258473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1247447.625000 Penalty: 4781.590332
	Iteration 0F: 3 clusters Score -1247448 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1250907.250000 Penalty: 4781.590332
	Iteration 1F: 3 clusters Score -1250907 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1251266.500000 Penalty: 4781.590332
	Iteration 2F: 3 clusters Score -1251266 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1251573.750000 Penalty: 4781.590332
	Iteration 3Q: 3 clusters Score -1251574 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1251876.125000 Penalty: 4781.590332
	Iteration 4Q: 3 clusters Score -1251876 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1252260.500000 Penalty: 4781.590332
	Iteration 5Q: 3 clusters Score -1252260 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1252715.625000 Penalty: 4781.590332
	Iteration 6F: 3 clusters Score -1252716 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1253181.125000 Penalty: 4781.590332
	Iteration 7F: 3 clusters Score -1253181 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1253687.125000 Penalty: 4781.590332
	Iteration 8F: 3 clusters Score -1253687 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1254151.250000 Penalty: 4781.590332
	Iteration 9Q: 3 clusters Score -1254151 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1254549.375000 Penalty: 4781.590332
	Iteration 10Q: 3 clusters Score -1254549 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1254868.875000 Penalty: 4781.590332
	Iteration 11Q: 3 clusters Score -1254869 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1255110.125000 Penalty: 4781.590332
	Iteration 12Q: 3 clusters Score -1255110 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1255311.375000 Penalty: 4781.590332
	Iteration 13Q: 3 clusters Score -1255311 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1255497.750000 Penalty: 4781.590332
	Iteration 14Q: 3 clusters Score -1255498 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1255635.250000 Penalty: 4781.590332
	Iteration 15Q: 3 clusters Score -1255635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1255750.250000 Penalty: 4781.590332
	Iteration 16Q: 3 clusters Score -1255750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1255840.000000 Penalty: 4781.590332
	Iteration 17Q: 3 clusters Score -1255840 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1255931.125000 Penalty: 4781.590332
	Iteration 18Q: 3 clusters Score -1255931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1256016.125000 Penalty: 4781.590332
	Iteration 19Q: 3 clusters Score -1256016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1256066.625000 Penalty: 4781.590332
	Iteration 20F: 3 clusters Score -1256067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1256111.125000 Penalty: 4781.590332
	Iteration 21Q: 3 clusters Score -1256111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1256141.375000 Penalty: 4781.590332
	Iteration 22Q: 3 clusters Score -1256141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1256169.250000 Penalty: 4781.590332
	Iteration 23Q: 3 clusters Score -1256169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1256195.875000 Penalty: 4781.590332
	Iteration 24Q: 3 clusters Score -1256196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1256216.000000 Penalty: 4781.590332
	Iteration 25Q: 3 clusters Score -1256216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1256230.125000 Penalty: 4781.590332
	Iteration 26Q: 3 clusters Score -1256230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1256252.250000 Penalty: 4781.590332
	Iteration 27Q: 3 clusters Score -1256252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1256269.500000 Penalty: 4781.590332
	Iteration 28Q: 3 clusters Score -1256270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1256289.500000 Penalty: 4781.590332
	Iteration 29Q: 3 clusters Score -1256290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1256305.750000 Penalty: 4781.590332
	Iteration 30Q: 3 clusters Score -1256306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1256319.000000 Penalty: 4781.590332
	Iteration 31Q: 3 clusters Score -1256319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1256332.875000 Penalty: 4781.590332
	Iteration 32Q: 3 clusters Score -1256333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1256350.375000 Penalty: 4781.590332
	Iteration 33Q: 3 clusters Score -1256350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1256356.250000 Penalty: 4781.590332
	Iteration 34Q: 3 clusters Score -1256356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1256363.250000 Penalty: 4781.590332
	Iteration 35Q: 3 clusters Score -1256363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1256371.125000 Penalty: 4781.590332
	Iteration 36Q: 3 clusters Score -1256371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1256376.125000 Penalty: 4781.590332
	Iteration 37Q: 3 clusters Score -1256376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1256378.625000 Penalty: 4781.590332
	Iteration 38Q: 3 clusters Score -1256379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1256383.375000 Penalty: 4781.590332
	Iteration 39Q: 3 clusters Score -1256383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1256386.375000 Penalty: 4781.590332
	Iteration 40F: 3 clusters Score -1256386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1256387.125000 Penalty: 4781.590332
	Iteration 41Q: 3 clusters Score -1256387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1256387.625000 Penalty: 4781.590332
	Iteration 42Q: 3 clusters Score -1256388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1256393.125000 Penalty: 4781.590332
	Iteration 43Q: 3 clusters Score -1256393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1256394.125000 Penalty: 4781.590332
	Iteration 44Q: 3 clusters Score -1256394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1256392.625000 Penalty: 4781.590332
	Iteration 45Q: 3 clusters Score -1256393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1256392.875000 Penalty: 4781.590332
	Iteration 46Q: 3 clusters Score -1256393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1256392.875000 Penalty: 4781.590332
	Iteration 47F: 3 clusters Score -1256393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -705944.312500 Penalty: 2244.384521
	Iteration 0F: 2 clusters Score -705944.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -699249.500000 Penalty: 4488.769043
	Iteration 0F: 3 clusters Score -699249.5 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -701285.625000 Penalty: 4488.769043
	Iteration 1F: 3 clusters Score -701285.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -702078.875000 Penalty: 4488.769043
	Iteration 2F: 3 clusters Score -702078.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -702882.250000 Penalty: 4488.769043
	Iteration 3F: 3 clusters Score -702882.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -703573.000000 Penalty: 4488.769043
	Iteration 4F: 3 clusters Score -703573 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -704208.437500 Penalty: 4488.769043
	Iteration 5F: 3 clusters Score -704208.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -704708.937500 Penalty: 4488.769043
	Iteration 6F: 3 clusters Score -704708.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -705034.312500 Penalty: 4488.769043
	Iteration 7Q: 3 clusters Score -705034.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -705231.937500 Penalty: 4488.769043
	Iteration 8Q: 3 clusters Score -705231.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -705349.750000 Penalty: 4488.769043
	Iteration 9Q: 3 clusters Score -705349.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -705415.000000 Penalty: 4488.769043
	Iteration 10Q: 3 clusters Score -705415 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -705455.187500 Penalty: 4488.769043
	Iteration 11Q: 3 clusters Score -705455.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -705484.500000 Penalty: 4488.769043
	Iteration 12Q: 3 clusters Score -705484.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -705498.500000 Penalty: 4488.769043
	Iteration 13Q: 3 clusters Score -705498.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -705511.250000 Penalty: 4488.769043
	Iteration 14Q: 3 clusters Score -705511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -705526.937500 Penalty: 4488.769043
	Iteration 15Q: 3 clusters Score -705526.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -705543.000000 Penalty: 4488.769043
	Iteration 16Q: 3 clusters Score -705543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -705554.187500 Penalty: 4488.769043
	Iteration 17Q: 3 clusters Score -705554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -705563.937500 Penalty: 4488.769043
	Iteration 18Q: 3 clusters Score -705563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -705569.187500 Penalty: 4488.769043
	Iteration 19Q: 3 clusters Score -705569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -705572.562500 Penalty: 4488.769043
	Iteration 20F: 3 clusters Score -705572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -705576.000000 Penalty: 4488.769043
	Iteration 21Q: 3 clusters Score -705576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -705582.187500 Penalty: 4488.769043
	Iteration 22Q: 3 clusters Score -705582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -705586.000000 Penalty: 4488.769043
	Iteration 23Q: 3 clusters Score -705586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -705588.687500 Penalty: 4488.769043
	Iteration 24Q: 3 clusters Score -705588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -705591.562500 Penalty: 4488.769043
	Iteration 25Q: 3 clusters Score -705591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -705593.687500 Penalty: 4488.769043
	Iteration 26Q: 3 clusters Score -705593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -705597.750000 Penalty: 4488.769043
	Iteration 27Q: 3 clusters Score -705597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -705601.062500 Penalty: 4488.769043
	Iteration 28Q: 3 clusters Score -705601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -705603.562500 Penalty: 4488.769043
	Iteration 29Q: 3 clusters Score -705603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -705602.000000 Penalty: 4488.769043
	Iteration 30Q: 3 clusters Score -705602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -705604.812500 Penalty: 4488.769043
	Iteration 31Q: 3 clusters Score -705604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -705604.187500 Penalty: 4488.769043
	Iteration 32Q: 3 clusters Score -705604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -705604.187500 Penalty: 4488.769043
	Iteration 33F: 3 clusters Score -705604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -140827.968750 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -140828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -138186.312500 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -138186.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139109.437500 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -139109.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -139657.265625 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -139657.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -140006.484375 Penalty: 3804.995117
	Iteration 3F: 3 clusters Score -140006.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -140227.484375 Penalty: 3804.995117
	Iteration 4F: 3 clusters Score -140227.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -140370.500000 Penalty: 3804.995117
	Iteration 5Q: 3 clusters Score -140370.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -140493.984375 Penalty: 3804.995117
	Iteration 6Q: 3 clusters Score -140494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -140607.718750 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -140607.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -140709.203125 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -140709.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -140774.203125 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -140774.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -140824.265625 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -140824.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -140852.421875 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -140852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -140873.796875 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -140873.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -140900.156250 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -140900.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -140916.187500 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -140916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -140930.421875 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -140930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -140955.406250 Penalty: 3804.995117
	Iteration 16Q: 3 clusters Score -140955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -140991.359375 Penalty: 3804.995117
	Iteration 17Q: 3 clusters Score -140991.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -141028.109375 Penalty: 3804.995117
	Iteration 18Q: 3 clusters Score -141028.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -141078.078125 Penalty: 3804.995117
	Iteration 19Q: 3 clusters Score -141078.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -141143.750000 Penalty: 3804.995117
	Iteration 20F: 3 clusters Score -141143.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -141215.312500 Penalty: 3804.995117
	Iteration 21Q: 3 clusters Score -141215.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -141284.828125 Penalty: 3804.995117
	Iteration 22Q: 3 clusters Score -141284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -141349.500000 Penalty: 3804.995117
	Iteration 23Q: 3 clusters Score -141349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -141409.078125 Penalty: 3804.995117
	Iteration 24Q: 3 clusters Score -141409.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -141480.140625 Penalty: 3804.995117
	Iteration 25Q: 3 clusters Score -141480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -141519.500000 Penalty: 3804.995117
	Iteration 26Q: 3 clusters Score -141519.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -141553.531250 Penalty: 3804.995117
	Iteration 27Q: 3 clusters Score -141553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -141580.687500 Penalty: 3804.995117
	Iteration 28Q: 3 clusters Score -141580.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -141607.093750 Penalty: 3804.995117
	Iteration 29Q: 3 clusters Score -141607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -141622.859375 Penalty: 3804.995117
	Iteration 30Q: 3 clusters Score -141622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -141638.406250 Penalty: 3804.995117
	Iteration 31Q: 3 clusters Score -141638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -141642.531250 Penalty: 3804.995117
	Iteration 32Q: 3 clusters Score -141642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -141648.687500 Penalty: 3804.995117
	Iteration 33Q: 3 clusters Score -141648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -141655.515625 Penalty: 3804.995117
	Iteration 34Q: 3 clusters Score -141655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -141663.281250 Penalty: 3804.995117
	Iteration 35Q: 3 clusters Score -141663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -141674.406250 Penalty: 3804.995117
	Iteration 36Q: 3 clusters Score -141674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -141682.078125 Penalty: 3804.995117
	Iteration 37Q: 3 clusters Score -141682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -141684.796875 Penalty: 3804.995117
	Iteration 38Q: 3 clusters Score -141684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -141687.234375 Penalty: 3804.995117
	Iteration 39Q: 3 clusters Score -141687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -141694.406250 Penalty: 3804.995117
	Iteration 40F: 3 clusters Score -141694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -141705.671875 Penalty: 3804.995117
	Iteration 41Q: 3 clusters Score -141705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -141731.625000 Penalty: 3804.995117
	Iteration 42Q: 3 clusters Score -141731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -141744.234375 Penalty: 3804.995117
	Iteration 43Q: 3 clusters Score -141744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -141755.203125 Penalty: 3804.995117
	Iteration 44Q: 3 clusters Score -141755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -141767.484375 Penalty: 3804.995117
	Iteration 45Q: 3 clusters Score -141767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -141779.765625 Penalty: 3804.995117
	Iteration 46Q: 3 clusters Score -141779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -141796.921875 Penalty: 3804.995117
	Iteration 47Q: 3 clusters Score -141796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -141816.593750 Penalty: 3804.995117
	Iteration 48Q: 3 clusters Score -141816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -141824.281250 Penalty: 3804.995117
	Iteration 49Q: 3 clusters Score -141824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -141824.281250 Penalty: 3804.995117
	Iteration 50F: 3 clusters Score -141824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 371 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38431 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57438 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21152 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Mstep: Class 54 contains 1775 members 
Entering Unmasked Estep 
Score: -51171204.000000 Penalty: 179406.406250
Splitting cluster 10 changes total score from -51171612.000000 to -51171204.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -510871.375000 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -510871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -505059.750000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -505059.8 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -506725.812500 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -506725.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -507269.656250 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -507269.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -507898.562500 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -507898.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -508370.375000 Penalty: 4395.300293
	Iteration 4F: 3 clusters Score -508370.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -508656.031250 Penalty: 4395.300293
	Iteration 5F: 3 clusters Score -508656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -508898.687500 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -508898.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -509101.750000 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -509101.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -509271.406250 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -509271.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -509401.781250 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -509401.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -509485.687500 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -509485.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -509568.218750 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -509568.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -509663.281250 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -509663.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -509742.687500 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -509742.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -509810.937500 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -509810.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -509875.875000 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -509875.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -509948.062500 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -509948.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -510043.656250 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -510043.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -510135.937500 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -510135.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -510243.593750 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -510243.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -510357.375000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -510357.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -510456.718750 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -510456.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -510583.312500 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -510583.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -510679.375000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -510679.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -510754.375000 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -510754.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -510813.218750 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -510813.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -510858.656250 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -510858.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -510894.625000 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -510894.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -510934.468750 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -510934.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -510963.562500 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -510963.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -510994.687500 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -510994.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -511017.437500 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -511017.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -511033.187500 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -511033.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -511048.187500 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -511048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -511059.781250 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -511059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -511069.281250 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -511069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -511076.156250 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -511076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -511080.125000 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -511080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -511083.375000 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -511083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -511086.812500 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -511086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -511089.562500 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -511089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -511092.375000 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -511092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -511093.781250 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -511093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -511098.343750 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -511098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -511098.968750 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -511099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -511100.187500 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -511100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -511100.781250 Penalty: 4395.300293
	Iteration 46Q: 3 clusters Score -511100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -511102.312500 Penalty: 4395.300293
	Iteration 47Q: 3 clusters Score -511102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -511110.968750 Penalty: 4395.300293
	Iteration 48Q: 3 clusters Score -511111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -511113.937500 Penalty: 4395.300293
	Iteration 49Q: 3 clusters Score -511113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -511113.937500 Penalty: 4395.300293
	Iteration 50F: 3 clusters Score -511113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 25572 members 
Mstep: Class 28 contains 38431 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57438 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21152 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Mstep: Class 54 contains 6070 members 
Entering Unmasked Estep 
Score: -51170652.000000 Penalty: 179406.406250
Splitting cluster 11 changes total score from -51171612.000000 to -51170652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -228819.140625 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -228819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -225687.671875 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -225687.7 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -226356.453125 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -226356.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -226570.234375 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -226570.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -226732.375000 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -226732.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -226911.546875 Penalty: 3948.839600
	Iteration 4F: 3 clusters Score -226911.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -227092.171875 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -227092.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -227266.437500 Penalty: 3948.839600
	Iteration 6F: 3 clusters Score -227266.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -227431.875000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -227431.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -227560.625000 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -227560.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -227628.625000 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -227628.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -227665.031250 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -227665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -227686.453125 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -227686.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -227700.984375 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -227701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -227709.953125 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -227710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227716.390625 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -227716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -227720.703125 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -227720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227724.218750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -227724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -227727.171875 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -227727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -227728.796875 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -227728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227731.796875 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -227731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -227734.156250 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -227734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227736.515625 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -227736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227739.406250 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -227739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -227740.781250 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -227740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227741.890625 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -227741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -227743.406250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -227743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -227743.968750 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -227744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227745.109375 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -227745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227746.312500 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -227746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -227748.843750 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -227748.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -227752.562500 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -227752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -227754.265625 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -227754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227753.984375 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -227754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -227754.671875 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -227754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227754.921875 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -227754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227754.921875 Penalty: 3948.839600
	Iteration 35F: 3 clusters Score -227754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -752397.562500 Penalty: 2262.134277
	Iteration 0F: 2 clusters Score -752397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -745248.937500 Penalty: 4524.268555
	Iteration 0F: 3 clusters Score -745248.9 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -747131.437500 Penalty: 4524.268555
	Iteration 1F: 3 clusters Score -747131.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -747438.437500 Penalty: 4524.268555
	Iteration 2F: 3 clusters Score -747438.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -747675.937500 Penalty: 4524.268555
	Iteration 3F: 3 clusters Score -747675.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -747859.937500 Penalty: 4524.268555
	Iteration 4Q: 3 clusters Score -747859.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -747996.500000 Penalty: 4524.268555
	Iteration 5Q: 3 clusters Score -747996.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -748096.875000 Penalty: 4524.268555
	Iteration 6Q: 3 clusters Score -748096.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -748175.500000 Penalty: 4524.268555
	Iteration 7Q: 3 clusters Score -748175.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -748269.000000 Penalty: 4524.268555
	Iteration 8Q: 3 clusters Score -748269 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -748352.062500 Penalty: 4524.268555
	Iteration 9Q: 3 clusters Score -748352.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -748463.187500 Penalty: 4524.268555
	Iteration 10Q: 3 clusters Score -748463.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -748604.375000 Penalty: 4524.268555
	Iteration 11Q: 3 clusters Score -748604.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -748764.687500 Penalty: 4524.268555
	Iteration 12Q: 3 clusters Score -748764.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -748962.062500 Penalty: 4524.268555
	Iteration 13Q: 3 clusters Score -748962.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -749173.062500 Penalty: 4524.268555
	Iteration 14Q: 3 clusters Score -749173.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -749362.812500 Penalty: 4524.268555
	Iteration 15Q: 3 clusters Score -749362.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -749540.625000 Penalty: 4524.268555
	Iteration 16Q: 3 clusters Score -749540.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -749710.312500 Penalty: 4524.268555
	Iteration 17Q: 3 clusters Score -749710.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -749853.750000 Penalty: 4524.268555
	Iteration 18Q: 3 clusters Score -749853.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -749994.187500 Penalty: 4524.268555
	Iteration 19Q: 3 clusters Score -749994.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -750113.937500 Penalty: 4524.268555
	Iteration 20F: 3 clusters Score -750113.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -750228.875000 Penalty: 4524.268555
	Iteration 21Q: 3 clusters Score -750228.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -750334.812500 Penalty: 4524.268555
	Iteration 22Q: 3 clusters Score -750334.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -750417.562500 Penalty: 4524.268555
	Iteration 23Q: 3 clusters Score -750417.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -750496.750000 Penalty: 4524.268555
	Iteration 24Q: 3 clusters Score -750496.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -750565.437500 Penalty: 4524.268555
	Iteration 25Q: 3 clusters Score -750565.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -750640.687500 Penalty: 4524.268555
	Iteration 26Q: 3 clusters Score -750640.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -750714.750000 Penalty: 4524.268555
	Iteration 27Q: 3 clusters Score -750714.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -750766.875000 Penalty: 4524.268555
	Iteration 28Q: 3 clusters Score -750766.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -750810.500000 Penalty: 4524.268555
	Iteration 29Q: 3 clusters Score -750810.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -750852.937500 Penalty: 4524.268555
	Iteration 30Q: 3 clusters Score -750852.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -750884.375000 Penalty: 4524.268555
	Iteration 31Q: 3 clusters Score -750884.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -750919.437500 Penalty: 4524.268555
	Iteration 32Q: 3 clusters Score -750919.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -750954.625000 Penalty: 4524.268555
	Iteration 33Q: 3 clusters Score -750954.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -750985.375000 Penalty: 4524.268555
	Iteration 34Q: 3 clusters Score -750985.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -751013.125000 Penalty: 4524.268555
	Iteration 35Q: 3 clusters Score -751013.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -751044.312500 Penalty: 4524.268555
	Iteration 36Q: 3 clusters Score -751044.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -751068.250000 Penalty: 4524.268555
	Iteration 37Q: 3 clusters Score -751068.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -751092.937500 Penalty: 4524.268555
	Iteration 38Q: 3 clusters Score -751092.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -751118.187500 Penalty: 4524.268555
	Iteration 39Q: 3 clusters Score -751118.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -751139.125000 Penalty: 4524.268555
	Iteration 40F: 3 clusters Score -751139.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -751158.875000 Penalty: 4524.268555
	Iteration 41Q: 3 clusters Score -751158.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -751177.000000 Penalty: 4524.268555
	Iteration 42Q: 3 clusters Score -751177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -751191.375000 Penalty: 4524.268555
	Iteration 43Q: 3 clusters Score -751191.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -751200.000000 Penalty: 4524.268555
	Iteration 44Q: 3 clusters Score -751200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -751208.000000 Penalty: 4524.268555
	Iteration 45Q: 3 clusters Score -751208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -751214.125000 Penalty: 4524.268555
	Iteration 46Q: 3 clusters Score -751214.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -751218.625000 Penalty: 4524.268555
	Iteration 47Q: 3 clusters Score -751218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -751218.625000 Penalty: 4524.268555
	Iteration 48Q: 3 clusters Score -751218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -751220.562500 Penalty: 4524.268555
	Iteration 49Q: 3 clusters Score -751220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -751224.812500 Penalty: 4524.268555
	Iteration 50Q: 3 clusters Score -751224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -751222.937500 Penalty: 4524.268555
	Iteration 51Q: 3 clusters Score -751222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -751223.750000 Penalty: 4524.268555
	Iteration 52Q: 3 clusters Score -751223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -751223.750000 Penalty: 4524.268555
	Iteration 53F: 3 clusters Score -751223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Entering Unmasked Estep 
Score: -764230.750000 Penalty: 2254.314941
	Iteration 0F: 2 clusters Score -764230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -757290.500000 Penalty: 4508.629883
	Iteration 0F: 3 clusters Score -757290.5 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -759197.187500 Penalty: 4508.629883
	Iteration 1F: 3 clusters Score -759197.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -759513.562500 Penalty: 4508.629883
	Iteration 2F: 3 clusters Score -759513.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -759794.437500 Penalty: 4508.629883
	Iteration 3F: 3 clusters Score -759794.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -760020.562500 Penalty: 4508.629883
	Iteration 4Q: 3 clusters Score -760020.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -760215.000000 Penalty: 4508.629883
	Iteration 5Q: 3 clusters Score -760215 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -760395.187500 Penalty: 4508.629883
	Iteration 6Q: 3 clusters Score -760395.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -760578.625000 Penalty: 4508.629883
	Iteration 7Q: 3 clusters Score -760578.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -760761.312500 Penalty: 4508.629883
	Iteration 8Q: 3 clusters Score -760761.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -760980.312500 Penalty: 4508.629883
	Iteration 9Q: 3 clusters Score -760980.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -761179.625000 Penalty: 4508.629883
	Iteration 10Q: 3 clusters Score -761179.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -761333.187500 Penalty: 4508.629883
	Iteration 11Q: 3 clusters Score -761333.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -761447.812500 Penalty: 4508.629883
	Iteration 12Q: 3 clusters Score -761447.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -761546.562500 Penalty: 4508.629883
	Iteration 13Q: 3 clusters Score -761546.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -761630.937500 Penalty: 4508.629883
	Iteration 14Q: 3 clusters Score -761630.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -761699.812500 Penalty: 4508.629883
	Iteration 15Q: 3 clusters Score -761699.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -761751.125000 Penalty: 4508.629883
	Iteration 16Q: 3 clusters Score -761751.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -761792.812500 Penalty: 4508.629883
	Iteration 17Q: 3 clusters Score -761792.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -761834.937500 Penalty: 4508.629883
	Iteration 18Q: 3 clusters Score -761834.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -761873.312500 Penalty: 4508.629883
	Iteration 19Q: 3 clusters Score -761873.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -761909.875000 Penalty: 4508.629883
	Iteration 20F: 3 clusters Score -761909.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -761949.187500 Penalty: 4508.629883
	Iteration 21Q: 3 clusters Score -761949.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -761977.312500 Penalty: 4508.629883
	Iteration 22Q: 3 clusters Score -761977.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -762002.312500 Penalty: 4508.629883
	Iteration 23Q: 3 clusters Score -762002.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -762020.312500 Penalty: 4508.629883
	Iteration 24Q: 3 clusters Score -762020.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -762036.937500 Penalty: 4508.629883
	Iteration 25Q: 3 clusters Score -762036.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -762055.687500 Penalty: 4508.629883
	Iteration 26Q: 3 clusters Score -762055.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -762072.375000 Penalty: 4508.629883
	Iteration 27Q: 3 clusters Score -762072.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -762088.375000 Penalty: 4508.629883
	Iteration 28Q: 3 clusters Score -762088.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -762102.875000 Penalty: 4508.629883
	Iteration 29Q: 3 clusters Score -762102.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -762115.812500 Penalty: 4508.629883
	Iteration 30Q: 3 clusters Score -762115.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -762133.250000 Penalty: 4508.629883
	Iteration 31Q: 3 clusters Score -762133.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -762145.250000 Penalty: 4508.629883
	Iteration 32Q: 3 clusters Score -762145.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -762163.187500 Penalty: 4508.629883
	Iteration 33Q: 3 clusters Score -762163.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -762180.625000 Penalty: 4508.629883
	Iteration 34Q: 3 clusters Score -762180.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -762200.687500 Penalty: 4508.629883
	Iteration 35Q: 3 clusters Score -762200.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -762216.750000 Penalty: 4508.629883
	Iteration 36Q: 3 clusters Score -762216.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -762227.125000 Penalty: 4508.629883
	Iteration 37Q: 3 clusters Score -762227.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -762236.250000 Penalty: 4508.629883
	Iteration 38Q: 3 clusters Score -762236.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -762251.062500 Penalty: 4508.629883
	Iteration 39Q: 3 clusters Score -762251.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -762264.187500 Penalty: 4508.629883
	Iteration 40F: 3 clusters Score -762264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -762270.062500 Penalty: 4508.629883
	Iteration 41Q: 3 clusters Score -762270.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -762279.250000 Penalty: 4508.629883
	Iteration 42Q: 3 clusters Score -762279.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -762285.187500 Penalty: 4508.629883
	Iteration 43Q: 3 clusters Score -762285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -762291.250000 Penalty: 4508.629883
	Iteration 44Q: 3 clusters Score -762291.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -762297.937500 Penalty: 4508.629883
	Iteration 45Q: 3 clusters Score -762297.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -762303.375000 Penalty: 4508.629883
	Iteration 46Q: 3 clusters Score -762303.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -762313.937500 Penalty: 4508.629883
	Iteration 47Q: 3 clusters Score -762313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -762320.187500 Penalty: 4508.629883
	Iteration 48Q: 3 clusters Score -762320.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -762327.187500 Penalty: 4508.629883
	Iteration 49Q: 3 clusters Score -762327.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -762335.000000 Penalty: 4508.629883
	Iteration 50Q: 3 clusters Score -762335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -762342.062500 Penalty: 4508.629883
	Iteration 51Q: 3 clusters Score -762342.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -762342.875000 Penalty: 4508.629883
	Iteration 52Q: 3 clusters Score -762342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -762343.750000 Penalty: 4508.629883
	Iteration 53Q: 3 clusters Score -762343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -762347.375000 Penalty: 4508.629883
	Iteration 54Q: 3 clusters Score -762347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -762350.875000 Penalty: 4508.629883
	Iteration 55Q: 3 clusters Score -762350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -762352.937500 Penalty: 4508.629883
	Iteration 56Q: 3 clusters Score -762352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -762355.937500 Penalty: 4508.629883
	Iteration 57Q: 3 clusters Score -762355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -762356.125000 Penalty: 4508.629883
	Iteration 58Q: 3 clusters Score -762356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -762357.187500 Penalty: 4508.629883
	Iteration 59Q: 3 clusters Score -762357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -762357.062500 Penalty: 4508.629883
	Iteration 60F: 3 clusters Score -762357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -762357.375000 Penalty: 4508.629883
	Iteration 61Q: 3 clusters Score -762357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -762358.875000 Penalty: 4508.629883
	Iteration 62Q: 3 clusters Score -762358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -762359.187500 Penalty: 4508.629883
	Iteration 63Q: 3 clusters Score -762359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -762359.750000 Penalty: 4508.629883
	Iteration 64Q: 3 clusters Score -762359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -762359.000000 Penalty: 4508.629883
	Iteration 65Q: 3 clusters Score -762359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -762359.000000 Penalty: 4508.629883
	Iteration 66Q: 3 clusters Score -762359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -762359.000000 Penalty: 4508.629883
	Iteration 67F: 3 clusters Score -762359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -180109.421875 Penalty: 1917.192261
	Iteration 0F: 2 clusters Score -180109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -177375.750000 Penalty: 3834.384521
	Iteration 0F: 3 clusters Score -177375.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -177989.843750 Penalty: 3834.384521
	Iteration 1F: 3 clusters Score -177989.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -178242.828125 Penalty: 3834.384521
	Iteration 2F: 3 clusters Score -178242.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178484.687500 Penalty: 3834.384521
	Iteration 3F: 3 clusters Score -178484.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178622.562500 Penalty: 3834.384521
	Iteration 4F: 3 clusters Score -178622.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178733.765625 Penalty: 3834.384521
	Iteration 5Q: 3 clusters Score -178733.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178819.390625 Penalty: 3834.384521
	Iteration 6Q: 3 clusters Score -178819.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178877.921875 Penalty: 3834.384521
	Iteration 7Q: 3 clusters Score -178877.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -178917.828125 Penalty: 3834.384521
	Iteration 8Q: 3 clusters Score -178917.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178938.015625 Penalty: 3834.384521
	Iteration 9Q: 3 clusters Score -178938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -178953.000000 Penalty: 3834.384521
	Iteration 10Q: 3 clusters Score -178953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178964.281250 Penalty: 3834.384521
	Iteration 11Q: 3 clusters Score -178964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -178972.484375 Penalty: 3834.384521
	Iteration 12Q: 3 clusters Score -178972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178975.859375 Penalty: 3834.384521
	Iteration 13Q: 3 clusters Score -178975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -178982.734375 Penalty: 3834.384521
	Iteration 14Q: 3 clusters Score -178982.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178991.812500 Penalty: 3834.384521
	Iteration 15Q: 3 clusters Score -178991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178998.500000 Penalty: 3834.384521
	Iteration 16Q: 3 clusters Score -178998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -179004.312500 Penalty: 3834.384521
	Iteration 17Q: 3 clusters Score -179004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -179007.843750 Penalty: 3834.384521
	Iteration 18Q: 3 clusters Score -179007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -179011.000000 Penalty: 3834.384521
	Iteration 19Q: 3 clusters Score -179011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -179011.953125 Penalty: 3834.384521
	Iteration 20F: 3 clusters Score -179012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -179012.406250 Penalty: 3834.384521
	Iteration 21Q: 3 clusters Score -179012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -179013.109375 Penalty: 3834.384521
	Iteration 22Q: 3 clusters Score -179013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -179013.109375 Penalty: 3834.384521
	Iteration 23F: 3 clusters Score -179013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Entering Unmasked Estep 
Score: -1802489.000000 Penalty: 2480.725586
	Iteration 0F: 2 clusters Score -1802489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1787092.375000 Penalty: 4961.451172
	Iteration 0F: 3 clusters Score -1787092 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1792606.500000 Penalty: 4961.451172
	Iteration 1F: 3 clusters Score -1792606 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1793343.375000 Penalty: 4961.451172
	Iteration 2F: 3 clusters Score -1793343 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1794061.250000 Penalty: 4961.451172
	Iteration 3F: 3 clusters Score -1794061 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1794780.125000 Penalty: 4961.451172
	Iteration 4F: 3 clusters Score -1794780 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1795551.000000 Penalty: 4961.451172
	Iteration 5F: 3 clusters Score -1795551 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1796323.375000 Penalty: 4961.451172
	Iteration 6F: 3 clusters Score -1796323 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1797051.375000 Penalty: 4961.451172
	Iteration 7F: 3 clusters Score -1797051 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1797689.750000 Penalty: 4961.451172
	Iteration 8Q: 3 clusters Score -1797690 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1798180.750000 Penalty: 4961.451172
	Iteration 9Q: 3 clusters Score -1798181 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1798557.500000 Penalty: 4961.451172
	Iteration 10Q: 3 clusters Score -1798558 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1798866.750000 Penalty: 4961.451172
	Iteration 11Q: 3 clusters Score -1798867 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1799134.125000 Penalty: 4961.451172
	Iteration 12Q: 3 clusters Score -1799134 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1799404.625000 Penalty: 4961.451172
	Iteration 13Q: 3 clusters Score -1799405 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1799662.000000 Penalty: 4961.451172
	Iteration 14Q: 3 clusters Score -1799662 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1799892.625000 Penalty: 4961.451172
	Iteration 15Q: 3 clusters Score -1799893 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1800119.625000 Penalty: 4961.451172
	Iteration 16Q: 3 clusters Score -1800120 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1800322.500000 Penalty: 4961.451172
	Iteration 17Q: 3 clusters Score -1800322 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1800504.875000 Penalty: 4961.451172
	Iteration 18Q: 3 clusters Score -1800505 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1800684.250000 Penalty: 4961.451172
	Iteration 19Q: 3 clusters Score -1800684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1800816.000000 Penalty: 4961.451172
	Iteration 20F: 3 clusters Score -1800816 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1800923.125000 Penalty: 4961.451172
	Iteration 21Q: 3 clusters Score -1800923 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1801005.375000 Penalty: 4961.451172
	Iteration 22Q: 3 clusters Score -1801005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1801079.375000 Penalty: 4961.451172
	Iteration 23Q: 3 clusters Score -1801079 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1801137.625000 Penalty: 4961.451172
	Iteration 24Q: 3 clusters Score -1801138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1801189.875000 Penalty: 4961.451172
	Iteration 25Q: 3 clusters Score -1801190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1801232.750000 Penalty: 4961.451172
	Iteration 26Q: 3 clusters Score -1801233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1801269.375000 Penalty: 4961.451172
	Iteration 27Q: 3 clusters Score -1801269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1801307.000000 Penalty: 4961.451172
	Iteration 28Q: 3 clusters Score -1801307 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1801339.875000 Penalty: 4961.451172
	Iteration 29Q: 3 clusters Score -1801340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1801367.875000 Penalty: 4961.451172
	Iteration 30Q: 3 clusters Score -1801368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1801397.625000 Penalty: 4961.451172
	Iteration 31Q: 3 clusters Score -1801398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1801424.125000 Penalty: 4961.451172
	Iteration 32Q: 3 clusters Score -1801424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1801445.250000 Penalty: 4961.451172
	Iteration 33Q: 3 clusters Score -1801445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1801461.625000 Penalty: 4961.451172
	Iteration 34Q: 3 clusters Score -1801462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1801469.375000 Penalty: 4961.451172
	Iteration 35Q: 3 clusters Score -1801469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1801485.000000 Penalty: 4961.451172
	Iteration 36Q: 3 clusters Score -1801485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1801494.250000 Penalty: 4961.451172
	Iteration 37Q: 3 clusters Score -1801494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1801500.000000 Penalty: 4961.451172
	Iteration 38Q: 3 clusters Score -1801500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1801505.375000 Penalty: 4961.451172
	Iteration 39Q: 3 clusters Score -1801505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1801517.625000 Penalty: 4961.451172
	Iteration 40F: 3 clusters Score -1801518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1801528.750000 Penalty: 4961.451172
	Iteration 41Q: 3 clusters Score -1801529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1801532.000000 Penalty: 4961.451172
	Iteration 42Q: 3 clusters Score -1801532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1801542.375000 Penalty: 4961.451172
	Iteration 43Q: 3 clusters Score -1801542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1801544.625000 Penalty: 4961.451172
	Iteration 44Q: 3 clusters Score -1801545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1801548.375000 Penalty: 4961.451172
	Iteration 45Q: 3 clusters Score -1801548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1801554.750000 Penalty: 4961.451172
	Iteration 46Q: 3 clusters Score -1801555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1801551.875000 Penalty: 4961.451172
	Iteration 47Q: 3 clusters Score -1801552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1801555.500000 Penalty: 4961.451172
	Iteration 48Q: 3 clusters Score -1801556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1801560.500000 Penalty: 4961.451172
	Iteration 49Q: 3 clusters Score -1801560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1801562.375000 Penalty: 4961.451172
	Iteration 50Q: 3 clusters Score -1801562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1801564.500000 Penalty: 4961.451172
	Iteration 51Q: 3 clusters Score -1801564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1801563.375000 Penalty: 4961.451172
	Iteration 52Q: 3 clusters Score -1801563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1801563.125000 Penalty: 4961.451172
	Iteration 53Q: 3 clusters Score -1801563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1801563.750000 Penalty: 4961.451172
	Iteration 54Q: 3 clusters Score -1801564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1801562.750000 Penalty: 4961.451172
	Iteration 55Q: 3 clusters Score -1801563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1801563.000000 Penalty: 4961.451172
	Iteration 56Q: 3 clusters Score -1801563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1801565.250000 Penalty: 4961.451172
	Iteration 57Q: 3 clusters Score -1801565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1801564.125000 Penalty: 4961.451172
	Iteration 58Q: 3 clusters Score -1801564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1801568.375000 Penalty: 4961.451172
	Iteration 59Q: 3 clusters Score -1801568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1801566.625000 Penalty: 4961.451172
	Iteration 60F: 3 clusters Score -1801567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1801568.750000 Penalty: 4961.451172
	Iteration 61Q: 3 clusters Score -1801569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1801570.125000 Penalty: 4961.451172
	Iteration 62Q: 3 clusters Score -1801570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1801569.750000 Penalty: 4961.451172
	Iteration 63Q: 3 clusters Score -1801570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1801569.125000 Penalty: 4961.451172
	Iteration 64Q: 3 clusters Score -1801569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1801569.125000 Penalty: 4961.451172
	Iteration 65F: 3 clusters Score -1801569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -458234.687500 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -458234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -453227.281250 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -453227.3 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -454479.406250 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -454479.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -454705.531250 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -454705.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -454847.812500 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -454847.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -454930.781250 Penalty: 4290.126465
	Iteration 4Q: 3 clusters Score -454930.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -454993.375000 Penalty: 4290.126465
	Iteration 5Q: 3 clusters Score -454993.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -455042.906250 Penalty: 4290.126465
	Iteration 6Q: 3 clusters Score -455042.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -455078.718750 Penalty: 4290.126465
	Iteration 7Q: 3 clusters Score -455078.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -455112.906250 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -455112.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -455147.406250 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -455147.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -455183.406250 Penalty: 4290.126465
	Iteration 10Q: 3 clusters Score -455183.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -455221.187500 Penalty: 4290.126465
	Iteration 11Q: 3 clusters Score -455221.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -455254.531250 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -455254.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -455282.437500 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -455282.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -455302.593750 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -455302.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -455327.218750 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -455327.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -455357.718750 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -455357.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -455384.906250 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -455384.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -455409.031250 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -455409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -455433.781250 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -455433.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -455460.031250 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -455460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -455485.031250 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -455485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -455519.156250 Penalty: 4290.126465
	Iteration 22Q: 3 clusters Score -455519.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -455556.437500 Penalty: 4290.126465
	Iteration 23Q: 3 clusters Score -455556.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -455602.156250 Penalty: 4290.126465
	Iteration 24Q: 3 clusters Score -455602.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -455662.156250 Penalty: 4290.126465
	Iteration 25Q: 3 clusters Score -455662.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -455718.031250 Penalty: 4290.126465
	Iteration 26Q: 3 clusters Score -455718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -455772.343750 Penalty: 4290.126465
	Iteration 27Q: 3 clusters Score -455772.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -455832.875000 Penalty: 4290.126465
	Iteration 28Q: 3 clusters Score -455832.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -455894.343750 Penalty: 4290.126465
	Iteration 29Q: 3 clusters Score -455894.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -455951.406250 Penalty: 4290.126465
	Iteration 30Q: 3 clusters Score -455951.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -456004.968750 Penalty: 4290.126465
	Iteration 31Q: 3 clusters Score -456005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -456060.812500 Penalty: 4290.126465
	Iteration 32Q: 3 clusters Score -456060.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -456118.000000 Penalty: 4290.126465
	Iteration 33Q: 3 clusters Score -456118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -456155.656250 Penalty: 4290.126465
	Iteration 34Q: 3 clusters Score -456155.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -456196.187500 Penalty: 4290.126465
	Iteration 35Q: 3 clusters Score -456196.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -456220.375000 Penalty: 4290.126465
	Iteration 36Q: 3 clusters Score -456220.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -456249.062500 Penalty: 4290.126465
	Iteration 37Q: 3 clusters Score -456249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -456274.906250 Penalty: 4290.126465
	Iteration 38Q: 3 clusters Score -456274.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -456293.250000 Penalty: 4290.126465
	Iteration 39Q: 3 clusters Score -456293.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -456310.687500 Penalty: 4290.126465
	Iteration 40F: 3 clusters Score -456310.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -456322.437500 Penalty: 4290.126465
	Iteration 41Q: 3 clusters Score -456322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -456333.812500 Penalty: 4290.126465
	Iteration 42Q: 3 clusters Score -456333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -456340.343750 Penalty: 4290.126465
	Iteration 43Q: 3 clusters Score -456340.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -456347.406250 Penalty: 4290.126465
	Iteration 44Q: 3 clusters Score -456347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -456358.593750 Penalty: 4290.126465
	Iteration 45Q: 3 clusters Score -456358.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -456365.062500 Penalty: 4290.126465
	Iteration 46Q: 3 clusters Score -456365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -456370.906250 Penalty: 4290.126465
	Iteration 47Q: 3 clusters Score -456370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -456376.562500 Penalty: 4290.126465
	Iteration 48Q: 3 clusters Score -456376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -456382.781250 Penalty: 4290.126465
	Iteration 49Q: 3 clusters Score -456382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -456386.250000 Penalty: 4290.126465
	Iteration 50Q: 3 clusters Score -456386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -456389.625000 Penalty: 4290.126465
	Iteration 51Q: 3 clusters Score -456389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -456391.218750 Penalty: 4290.126465
	Iteration 52Q: 3 clusters Score -456391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -456391.218750 Penalty: 4290.126465
	Iteration 53F: 3 clusters Score -456391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -790982.750000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -790982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -782736.812500 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -782736.8 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -785363.500000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -785363.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -785891.312500 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -785891.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -786369.875000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -786369.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -786851.250000 Penalty: 4620.270020
	Iteration 4F: 3 clusters Score -786851.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -787383.375000 Penalty: 4620.270020
	Iteration 5F: 3 clusters Score -787383.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -787888.187500 Penalty: 4620.270020
	Iteration 6F: 3 clusters Score -787888.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -788336.750000 Penalty: 4620.270020
	Iteration 7F: 3 clusters Score -788336.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -788701.250000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -788701.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -788955.000000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -788955 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -789146.687500 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -789146.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -789284.312500 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -789284.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -789381.625000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -789381.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -789454.812500 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -789454.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -789511.312500 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -789511.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -789561.125000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -789561.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -789598.750000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -789598.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -789635.562500 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -789635.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -789670.500000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -789670.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -789722.625000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -789722.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -789764.187500 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -789764.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -789797.000000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -789797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -789829.562500 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -789829.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -789871.687500 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -789871.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -789904.875000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -789904.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -789935.625000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -789935.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -789964.625000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -789964.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -789977.500000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -789977.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -789990.687500 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -789990.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -790006.187500 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -790006.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -790016.125000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -790016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -790024.000000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -790024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -790029.125000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -790029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -790030.812500 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -790030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -790032.812500 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -790032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -790033.062500 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -790033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -790035.312500 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -790035.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -790036.500000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -790036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -790038.812500 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -790038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -790040.062500 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -790040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -790044.687500 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -790044.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -790056.250000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -790056.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -790068.750000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -790068.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -790089.375000 Penalty: 4620.270020
	Iteration 43Q: 3 clusters Score -790089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -790105.375000 Penalty: 4620.270020
	Iteration 44Q: 3 clusters Score -790105.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -790113.875000 Penalty: 4620.270020
	Iteration 45Q: 3 clusters Score -790113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -790120.562500 Penalty: 4620.270020
	Iteration 46Q: 3 clusters Score -790120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -790123.312500 Penalty: 4620.270020
	Iteration 47Q: 3 clusters Score -790123.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -790128.375000 Penalty: 4620.270020
	Iteration 48Q: 3 clusters Score -790128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -790129.250000 Penalty: 4620.270020
	Iteration 49Q: 3 clusters Score -790129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -790132.250000 Penalty: 4620.270020
	Iteration 50Q: 3 clusters Score -790132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -790135.187500 Penalty: 4620.270020
	Iteration 51Q: 3 clusters Score -790135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -790135.937500 Penalty: 4620.270020
	Iteration 52Q: 3 clusters Score -790135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -790137.187500 Penalty: 4620.270020
	Iteration 53Q: 3 clusters Score -790137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -790138.750000 Penalty: 4620.270020
	Iteration 54Q: 3 clusters Score -790138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -790140.250000 Penalty: 4620.270020
	Iteration 55Q: 3 clusters Score -790140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -790142.375000 Penalty: 4620.270020
	Iteration 56Q: 3 clusters Score -790142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -790144.875000 Penalty: 4620.270020
	Iteration 57Q: 3 clusters Score -790144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -790145.500000 Penalty: 4620.270020
	Iteration 58Q: 3 clusters Score -790145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -790145.000000 Penalty: 4620.270020
	Iteration 59Q: 3 clusters Score -790145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -790144.937500 Penalty: 4620.270020
	Iteration 60F: 3 clusters Score -790144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -762588.500000 Penalty: 2272.407715
	Iteration 0F: 2 clusters Score -762588.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -755200.562500 Penalty: 4544.815430
	Iteration 0F: 3 clusters Score -755200.6 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -757426.625000 Penalty: 4544.815430
	Iteration 1F: 3 clusters Score -757426.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -757970.625000 Penalty: 4544.815430
	Iteration 2F: 3 clusters Score -757970.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -758478.187500 Penalty: 4544.815430
	Iteration 3F: 3 clusters Score -758478.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -758970.437500 Penalty: 4544.815430
	Iteration 4F: 3 clusters Score -758970.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -759447.625000 Penalty: 4544.815430
	Iteration 5F: 3 clusters Score -759447.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -759827.437500 Penalty: 4544.815430
	Iteration 6F: 3 clusters Score -759827.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -760143.062500 Penalty: 4544.815430
	Iteration 7Q: 3 clusters Score -760143.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -760363.062500 Penalty: 4544.815430
	Iteration 8Q: 3 clusters Score -760363.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -760524.437500 Penalty: 4544.815430
	Iteration 9Q: 3 clusters Score -760524.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -760647.062500 Penalty: 4544.815430
	Iteration 10Q: 3 clusters Score -760647.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -760746.750000 Penalty: 4544.815430
	Iteration 11Q: 3 clusters Score -760746.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -760819.375000 Penalty: 4544.815430
	Iteration 12Q: 3 clusters Score -760819.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -760862.500000 Penalty: 4544.815430
	Iteration 13Q: 3 clusters Score -760862.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -760901.062500 Penalty: 4544.815430
	Iteration 14Q: 3 clusters Score -760901.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -760928.875000 Penalty: 4544.815430
	Iteration 15Q: 3 clusters Score -760928.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -760948.250000 Penalty: 4544.815430
	Iteration 16Q: 3 clusters Score -760948.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -760965.187500 Penalty: 4544.815430
	Iteration 17Q: 3 clusters Score -760965.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -760974.875000 Penalty: 4544.815430
	Iteration 18Q: 3 clusters Score -760974.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -760983.437500 Penalty: 4544.815430
	Iteration 19Q: 3 clusters Score -760983.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -760989.875000 Penalty: 4544.815430
	Iteration 20F: 3 clusters Score -760989.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -760994.312500 Penalty: 4544.815430
	Iteration 21Q: 3 clusters Score -760994.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -760997.625000 Penalty: 4544.815430
	Iteration 22Q: 3 clusters Score -760997.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -761001.375000 Penalty: 4544.815430
	Iteration 23Q: 3 clusters Score -761001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -761003.750000 Penalty: 4544.815430
	Iteration 24Q: 3 clusters Score -761003.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -761006.500000 Penalty: 4544.815430
	Iteration 25Q: 3 clusters Score -761006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -761010.312500 Penalty: 4544.815430
	Iteration 26Q: 3 clusters Score -761010.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -761014.562500 Penalty: 4544.815430
	Iteration 27Q: 3 clusters Score -761014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -761017.187500 Penalty: 4544.815430
	Iteration 28Q: 3 clusters Score -761017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -761019.062500 Penalty: 4544.815430
	Iteration 29Q: 3 clusters Score -761019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -761021.437500 Penalty: 4544.815430
	Iteration 30Q: 3 clusters Score -761021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -761021.875000 Penalty: 4544.815430
	Iteration 31Q: 3 clusters Score -761021.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -761023.312500 Penalty: 4544.815430
	Iteration 32Q: 3 clusters Score -761023.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -761026.750000 Penalty: 4544.815430
	Iteration 33Q: 3 clusters Score -761026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -761029.000000 Penalty: 4544.815430
	Iteration 34Q: 3 clusters Score -761029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -761033.875000 Penalty: 4544.815430
	Iteration 35Q: 3 clusters Score -761033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -761035.125000 Penalty: 4544.815430
	Iteration 36Q: 3 clusters Score -761035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -761037.250000 Penalty: 4544.815430
	Iteration 37Q: 3 clusters Score -761037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -761037.312500 Penalty: 4544.815430
	Iteration 38Q: 3 clusters Score -761037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -761038.187500 Penalty: 4544.815430
	Iteration 39Q: 3 clusters Score -761038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -761040.687500 Penalty: 4544.815430
	Iteration 40F: 3 clusters Score -761040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -761041.875000 Penalty: 4544.815430
	Iteration 41Q: 3 clusters Score -761041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -761040.562500 Penalty: 4544.815430
	Iteration 42Q: 3 clusters Score -761040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -761040.625000 Penalty: 4544.815430
	Iteration 43Q: 3 clusters Score -761040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -761040.625000 Penalty: 4544.815430
	Iteration 44F: 3 clusters Score -761040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -100942.781250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -100942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -98775.132812 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -98775.13 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -99158.164062 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -99158.16 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -99276.554688 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -99276.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -99338.734375 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -99338.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -99364.968750 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -99364.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -99376.851562 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -99376.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -99381.289062 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -99381.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -99382.421875 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -99382.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -99383.101562 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -99383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -99387.648438 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -99387.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99389.671875 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -99389.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -99393.265625 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -99393.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99395.125000 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -99395.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -99399.828125 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -99399.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -99405.179688 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -99405.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99408.640625 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -99408.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -99412.304688 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -99412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -99412.406250 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -99412.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -99413.187500 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -99413.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -99413.992188 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -99413.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -99413.992188 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -99413.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Entering Unmasked Estep 
Score: -735394.312500 Penalty: 2259.271973
	Iteration 0F: 2 clusters Score -735394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -728390.125000 Penalty: 4518.543945
	Iteration 0F: 3 clusters Score -728390.1 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -730365.312500 Penalty: 4518.543945
	Iteration 1F: 3 clusters Score -730365.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -730681.000000 Penalty: 4518.543945
	Iteration 2F: 3 clusters Score -730681 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -730923.687500 Penalty: 4518.543945
	Iteration 3F: 3 clusters Score -730923.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -731097.250000 Penalty: 4518.543945
	Iteration 4Q: 3 clusters Score -731097.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -731273.125000 Penalty: 4518.543945
	Iteration 5Q: 3 clusters Score -731273.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -731449.875000 Penalty: 4518.543945
	Iteration 6Q: 3 clusters Score -731449.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -731667.500000 Penalty: 4518.543945
	Iteration 7Q: 3 clusters Score -731667.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -731868.437500 Penalty: 4518.543945
	Iteration 8Q: 3 clusters Score -731868.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -732084.875000 Penalty: 4518.543945
	Iteration 9Q: 3 clusters Score -732084.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -732325.000000 Penalty: 4518.543945
	Iteration 10Q: 3 clusters Score -732325 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -732554.125000 Penalty: 4518.543945
	Iteration 11Q: 3 clusters Score -732554.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -732767.375000 Penalty: 4518.543945
	Iteration 12Q: 3 clusters Score -732767.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -732950.750000 Penalty: 4518.543945
	Iteration 13Q: 3 clusters Score -732950.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -733109.750000 Penalty: 4518.543945
	Iteration 14Q: 3 clusters Score -733109.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -733256.750000 Penalty: 4518.543945
	Iteration 15Q: 3 clusters Score -733256.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -733386.625000 Penalty: 4518.543945
	Iteration 16Q: 3 clusters Score -733386.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -733513.812500 Penalty: 4518.543945
	Iteration 17Q: 3 clusters Score -733513.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -733668.125000 Penalty: 4518.543945
	Iteration 18Q: 3 clusters Score -733668.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -733942.312500 Penalty: 4518.543945
	Iteration 19Q: 3 clusters Score -733942.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -734270.812500 Penalty: 4518.543945
	Iteration 20F: 3 clusters Score -734270.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -734550.500000 Penalty: 4518.543945
	Iteration 21Q: 3 clusters Score -734550.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -734696.250000 Penalty: 4518.543945
	Iteration 22Q: 3 clusters Score -734696.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -734759.812500 Penalty: 4518.543945
	Iteration 23Q: 3 clusters Score -734759.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -734793.687500 Penalty: 4518.543945
	Iteration 24Q: 3 clusters Score -734793.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -734813.750000 Penalty: 4518.543945
	Iteration 25Q: 3 clusters Score -734813.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -734826.375000 Penalty: 4518.543945
	Iteration 26Q: 3 clusters Score -734826.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -734833.125000 Penalty: 4518.543945
	Iteration 27Q: 3 clusters Score -734833.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -734843.125000 Penalty: 4518.543945
	Iteration 28Q: 3 clusters Score -734843.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -734852.687500 Penalty: 4518.543945
	Iteration 29Q: 3 clusters Score -734852.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -734861.750000 Penalty: 4518.543945
	Iteration 30Q: 3 clusters Score -734861.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -734869.125000 Penalty: 4518.543945
	Iteration 31Q: 3 clusters Score -734869.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -734869.062500 Penalty: 4518.543945
	Iteration 32Q: 3 clusters Score -734869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -734877.812500 Penalty: 4518.543945
	Iteration 33Q: 3 clusters Score -734877.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -734878.187500 Penalty: 4518.543945
	Iteration 34Q: 3 clusters Score -734878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -734880.062500 Penalty: 4518.543945
	Iteration 35Q: 3 clusters Score -734880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -734882.062500 Penalty: 4518.543945
	Iteration 36Q: 3 clusters Score -734882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -734881.312500 Penalty: 4518.543945
	Iteration 37Q: 3 clusters Score -734881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -734884.187500 Penalty: 4518.543945
	Iteration 38Q: 3 clusters Score -734884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -734884.437500 Penalty: 4518.543945
	Iteration 39Q: 3 clusters Score -734884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -734887.812500 Penalty: 4518.543945
	Iteration 40F: 3 clusters Score -734887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -734888.312500 Penalty: 4518.543945
	Iteration 41Q: 3 clusters Score -734888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -734890.375000 Penalty: 4518.543945
	Iteration 42Q: 3 clusters Score -734890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -734890.937500 Penalty: 4518.543945
	Iteration 43Q: 3 clusters Score -734890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -734892.250000 Penalty: 4518.543945
	Iteration 44Q: 3 clusters Score -734892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -734892.500000 Penalty: 4518.543945
	Iteration 45Q: 3 clusters Score -734892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -734894.125000 Penalty: 4518.543945
	Iteration 46Q: 3 clusters Score -734894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -734894.937500 Penalty: 4518.543945
	Iteration 47Q: 3 clusters Score -734894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -734895.062500 Penalty: 4518.543945
	Iteration 48Q: 3 clusters Score -734895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -734895.187500 Penalty: 4518.543945
	Iteration 49Q: 3 clusters Score -734895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -734894.625000 Penalty: 4518.543945
	Iteration 50Q: 3 clusters Score -734894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -734895.312500 Penalty: 4518.543945
	Iteration 51Q: 3 clusters Score -734895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -734894.500000 Penalty: 4518.543945
	Iteration 52Q: 3 clusters Score -734894.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -734894.500000 Penalty: 4518.543945
	Iteration 53F: 3 clusters Score -734894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Entering Unmasked Estep 
Score: -5066861.000000 Penalty: 2732.030029
	Iteration 0F: 2 clusters Score -5066861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -5026098.000000 Penalty: 5464.060059
	Iteration 0F: 3 clusters Score -5026098 nChanged 28249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -5041867.000000 Penalty: 5464.060059
	Iteration 1F: 3 clusters Score -5041867 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -5042567.000000 Penalty: 5464.060059
	Iteration 2Q: 3 clusters Score -5042567 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -5043320.000000 Penalty: 5464.060059
	Iteration 3Q: 3 clusters Score -5043320 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -5044145.500000 Penalty: 5464.060059
	Iteration 4Q: 3 clusters Score -5044146 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5045119.500000 Penalty: 5464.060059
	Iteration 5Q: 3 clusters Score -5045120 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -5046412.000000 Penalty: 5464.060059
	Iteration 6Q: 3 clusters Score -5046412 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5048180.000000 Penalty: 5464.060059
	Iteration 7F: 3 clusters Score -5048180 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5050108.000000 Penalty: 5464.060059
	Iteration 8F: 3 clusters Score -5050108 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -5051964.500000 Penalty: 5464.060059
	Iteration 9F: 3 clusters Score -5051964 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5053488.000000 Penalty: 5464.060059
	Iteration 10Q: 3 clusters Score -5053488 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5054792.500000 Penalty: 5464.060059
	Iteration 11Q: 3 clusters Score -5054792 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5055814.000000 Penalty: 5464.060059
	Iteration 12Q: 3 clusters Score -5055814 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5056740.500000 Penalty: 5464.060059
	Iteration 13Q: 3 clusters Score -5056740 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -5057480.500000 Penalty: 5464.060059
	Iteration 14Q: 3 clusters Score -5057480 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -5058101.500000 Penalty: 5464.060059
	Iteration 15Q: 3 clusters Score -5058102 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -5058727.500000 Penalty: 5464.060059
	Iteration 16Q: 3 clusters Score -5058728 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -5059303.500000 Penalty: 5464.060059
	Iteration 17Q: 3 clusters Score -5059304 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -5059963.500000 Penalty: 5464.060059
	Iteration 18Q: 3 clusters Score -5059964 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -5060524.000000 Penalty: 5464.060059
	Iteration 19Q: 3 clusters Score -5060524 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -5061111.500000 Penalty: 5464.060059
	Iteration 20F: 3 clusters Score -5061112 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -5061594.000000 Penalty: 5464.060059
	Iteration 21Q: 3 clusters Score -5061594 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -5062033.500000 Penalty: 5464.060059
	Iteration 22Q: 3 clusters Score -5062034 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -5062432.000000 Penalty: 5464.060059
	Iteration 23Q: 3 clusters Score -5062432 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -5062754.000000 Penalty: 5464.060059
	Iteration 24Q: 3 clusters Score -5062754 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -5063016.500000 Penalty: 5464.060059
	Iteration 25Q: 3 clusters Score -5063016 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -5063270.000000 Penalty: 5464.060059
	Iteration 26Q: 3 clusters Score -5063270 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -5063485.500000 Penalty: 5464.060059
	Iteration 27Q: 3 clusters Score -5063486 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -5063684.000000 Penalty: 5464.060059
	Iteration 28Q: 3 clusters Score -5063684 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -5063820.500000 Penalty: 5464.060059
	Iteration 29Q: 3 clusters Score -5063820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -5063967.500000 Penalty: 5464.060059
	Iteration 30Q: 3 clusters Score -5063968 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -5064080.000000 Penalty: 5464.060059
	Iteration 31Q: 3 clusters Score -5064080 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -5064165.500000 Penalty: 5464.060059
	Iteration 32Q: 3 clusters Score -5064166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -5064242.000000 Penalty: 5464.060059
	Iteration 33Q: 3 clusters Score -5064242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -5064299.000000 Penalty: 5464.060059
	Iteration 34Q: 3 clusters Score -5064299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -5064324.000000 Penalty: 5464.060059
	Iteration 35Q: 3 clusters Score -5064324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -5064354.500000 Penalty: 5464.060059
	Iteration 36Q: 3 clusters Score -5064354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -5064372.000000 Penalty: 5464.060059
	Iteration 37Q: 3 clusters Score -5064372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -5064398.500000 Penalty: 5464.060059
	Iteration 38Q: 3 clusters Score -5064398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -5064418.500000 Penalty: 5464.060059
	Iteration 39Q: 3 clusters Score -5064418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -5064426.500000 Penalty: 5464.060059
	Iteration 40F: 3 clusters Score -5064426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -5064431.500000 Penalty: 5464.060059
	Iteration 41Q: 3 clusters Score -5064432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -5064449.000000 Penalty: 5464.060059
	Iteration 42Q: 3 clusters Score -5064449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -5064447.500000 Penalty: 5464.060059
	Iteration 43Q: 3 clusters Score -5064448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -5064462.000000 Penalty: 5464.060059
	Iteration 44Q: 3 clusters Score -5064462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -5064468.000000 Penalty: 5464.060059
	Iteration 45Q: 3 clusters Score -5064468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -5064479.000000 Penalty: 5464.060059
	Iteration 46Q: 3 clusters Score -5064479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -5064489.500000 Penalty: 5464.060059
	Iteration 47Q: 3 clusters Score -5064490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -5064497.000000 Penalty: 5464.060059
	Iteration 48Q: 3 clusters Score -5064497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -5064498.500000 Penalty: 5464.060059
	Iteration 49Q: 3 clusters Score -5064498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -5064500.500000 Penalty: 5464.060059
	Iteration 50Q: 3 clusters Score -5064500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -5064505.500000 Penalty: 5464.060059
	Iteration 51Q: 3 clusters Score -5064506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -5064503.000000 Penalty: 5464.060059
	Iteration 52Q: 3 clusters Score -5064503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -5064503.000000 Penalty: 5464.060059
	Iteration 53F: 3 clusters Score -5064503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Entering Unmasked Estep 
Score: -1319766.375000 Penalty: 2397.197510
	Iteration 0F: 2 clusters Score -1319766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1308443.250000 Penalty: 4794.395020
	Iteration 0F: 3 clusters Score -1308443 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1312100.875000 Penalty: 4794.395020
	Iteration 1F: 3 clusters Score -1312101 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1312526.500000 Penalty: 4794.395020
	Iteration 2F: 3 clusters Score -1312526 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1312944.875000 Penalty: 4794.395020
	Iteration 3F: 3 clusters Score -1312945 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1313463.500000 Penalty: 4794.395020
	Iteration 4F: 3 clusters Score -1313464 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1314098.375000 Penalty: 4794.395020
	Iteration 5F: 3 clusters Score -1314098 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1314723.250000 Penalty: 4794.395020
	Iteration 6F: 3 clusters Score -1314723 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1315220.750000 Penalty: 4794.395020
	Iteration 7F: 3 clusters Score -1315221 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1315570.750000 Penalty: 4794.395020
	Iteration 8Q: 3 clusters Score -1315571 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1315863.625000 Penalty: 4794.395020
	Iteration 9Q: 3 clusters Score -1315864 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1316059.625000 Penalty: 4794.395020
	Iteration 10Q: 3 clusters Score -1316060 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1316225.750000 Penalty: 4794.395020
	Iteration 11Q: 3 clusters Score -1316226 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1316386.375000 Penalty: 4794.395020
	Iteration 12Q: 3 clusters Score -1316386 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1316538.375000 Penalty: 4794.395020
	Iteration 13Q: 3 clusters Score -1316538 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1316692.000000 Penalty: 4794.395020
	Iteration 14Q: 3 clusters Score -1316692 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1316855.500000 Penalty: 4794.395020
	Iteration 15Q: 3 clusters Score -1316856 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1317051.750000 Penalty: 4794.395020
	Iteration 16Q: 3 clusters Score -1317052 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1317230.250000 Penalty: 4794.395020
	Iteration 17Q: 3 clusters Score -1317230 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1317392.125000 Penalty: 4794.395020
	Iteration 18Q: 3 clusters Score -1317392 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1317542.750000 Penalty: 4794.395020
	Iteration 19Q: 3 clusters Score -1317543 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1317668.625000 Penalty: 4794.395020
	Iteration 20F: 3 clusters Score -1317669 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1317763.750000 Penalty: 4794.395020
	Iteration 21Q: 3 clusters Score -1317764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1317837.125000 Penalty: 4794.395020
	Iteration 22Q: 3 clusters Score -1317837 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1317892.250000 Penalty: 4794.395020
	Iteration 23Q: 3 clusters Score -1317892 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1317930.875000 Penalty: 4794.395020
	Iteration 24Q: 3 clusters Score -1317931 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1317956.375000 Penalty: 4794.395020
	Iteration 25Q: 3 clusters Score -1317956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1317980.625000 Penalty: 4794.395020
	Iteration 26Q: 3 clusters Score -1317981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1318003.875000 Penalty: 4794.395020
	Iteration 27Q: 3 clusters Score -1318004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1318032.750000 Penalty: 4794.395020
	Iteration 28Q: 3 clusters Score -1318033 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1318052.250000 Penalty: 4794.395020
	Iteration 29Q: 3 clusters Score -1318052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1318070.125000 Penalty: 4794.395020
	Iteration 30Q: 3 clusters Score -1318070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1318090.000000 Penalty: 4794.395020
	Iteration 31Q: 3 clusters Score -1318090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1318111.000000 Penalty: 4794.395020
	Iteration 32Q: 3 clusters Score -1318111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1318131.250000 Penalty: 4794.395020
	Iteration 33Q: 3 clusters Score -1318131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1318142.875000 Penalty: 4794.395020
	Iteration 34Q: 3 clusters Score -1318143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1318161.125000 Penalty: 4794.395020
	Iteration 35Q: 3 clusters Score -1318161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1318168.250000 Penalty: 4794.395020
	Iteration 36Q: 3 clusters Score -1318168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1318177.500000 Penalty: 4794.395020
	Iteration 37Q: 3 clusters Score -1318178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1318191.000000 Penalty: 4794.395020
	Iteration 38Q: 3 clusters Score -1318191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1318197.500000 Penalty: 4794.395020
	Iteration 39Q: 3 clusters Score -1318198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1318211.500000 Penalty: 4794.395020
	Iteration 40F: 3 clusters Score -1318212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1318228.500000 Penalty: 4794.395020
	Iteration 41Q: 3 clusters Score -1318228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1318237.875000 Penalty: 4794.395020
	Iteration 42Q: 3 clusters Score -1318238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1318243.625000 Penalty: 4794.395020
	Iteration 43Q: 3 clusters Score -1318244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1318255.750000 Penalty: 4794.395020
	Iteration 44Q: 3 clusters Score -1318256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1318268.625000 Penalty: 4794.395020
	Iteration 45Q: 3 clusters Score -1318269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1318273.750000 Penalty: 4794.395020
	Iteration 46Q: 3 clusters Score -1318274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1318282.000000 Penalty: 4794.395020
	Iteration 47Q: 3 clusters Score -1318282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1318288.750000 Penalty: 4794.395020
	Iteration 48Q: 3 clusters Score -1318289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1318292.125000 Penalty: 4794.395020
	Iteration 49Q: 3 clusters Score -1318292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1318293.875000 Penalty: 4794.395020
	Iteration 50Q: 3 clusters Score -1318294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1318300.250000 Penalty: 4794.395020
	Iteration 51Q: 3 clusters Score -1318300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1318303.625000 Penalty: 4794.395020
	Iteration 52Q: 3 clusters Score -1318304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1318311.000000 Penalty: 4794.395020
	Iteration 53Q: 3 clusters Score -1318311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1318318.250000 Penalty: 4794.395020
	Iteration 54Q: 3 clusters Score -1318318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1318325.500000 Penalty: 4794.395020
	Iteration 55Q: 3 clusters Score -1318326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1318326.625000 Penalty: 4794.395020
	Iteration 56Q: 3 clusters Score -1318327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1318331.875000 Penalty: 4794.395020
	Iteration 57Q: 3 clusters Score -1318332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1318337.750000 Penalty: 4794.395020
	Iteration 58Q: 3 clusters Score -1318338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1318340.500000 Penalty: 4794.395020
	Iteration 59Q: 3 clusters Score -1318340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1318341.625000 Penalty: 4794.395020
	Iteration 60F: 3 clusters Score -1318342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1318346.250000 Penalty: 4794.395020
	Iteration 61Q: 3 clusters Score -1318346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1318348.375000 Penalty: 4794.395020
	Iteration 62Q: 3 clusters Score -1318348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1318344.875000 Penalty: 4794.395020
	Iteration 63Q: 3 clusters Score -1318345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1318348.000000 Penalty: 4794.395020
	Iteration 64Q: 3 clusters Score -1318348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1318350.375000 Penalty: 4794.395020
	Iteration 65Q: 3 clusters Score -1318350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1318352.625000 Penalty: 4794.395020
	Iteration 66Q: 3 clusters Score -1318353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1318352.125000 Penalty: 4794.395020
	Iteration 67Q: 3 clusters Score -1318352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1318353.375000 Penalty: 4794.395020
	Iteration 68Q: 3 clusters Score -1318353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1318357.375000 Penalty: 4794.395020
	Iteration 69Q: 3 clusters Score -1318357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1318357.500000 Penalty: 4794.395020
	Iteration 70Q: 3 clusters Score -1318358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1318358.000000 Penalty: 4794.395020
	Iteration 71Q: 3 clusters Score -1318358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1318358.750000 Penalty: 4794.395020
	Iteration 72Q: 3 clusters Score -1318359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1318360.375000 Penalty: 4794.395020
	Iteration 73Q: 3 clusters Score -1318360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1318358.500000 Penalty: 4794.395020
	Iteration 74Q: 3 clusters Score -1318358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1318358.875000 Penalty: 4794.395020
	Iteration 75Q: 3 clusters Score -1318359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1318362.000000 Penalty: 4794.395020
	Iteration 76Q: 3 clusters Score -1318362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1318362.375000 Penalty: 4794.395020
	Iteration 77Q: 3 clusters Score -1318362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1318366.250000 Penalty: 4794.395020
	Iteration 78Q: 3 clusters Score -1318366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1318364.625000 Penalty: 4794.395020
	Iteration 79Q: 3 clusters Score -1318365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1318364.250000 Penalty: 4794.395020
	Iteration 80F: 3 clusters Score -1318364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -179045.078125 Penalty: 1911.908447
	Iteration 0F: 2 clusters Score -179045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -176259.671875 Penalty: 3823.816895
	Iteration 0F: 3 clusters Score -176259.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -176757.468750 Penalty: 3823.816895
	Iteration 1F: 3 clusters Score -176757.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -176913.906250 Penalty: 3823.816895
	Iteration 2F: 3 clusters Score -176913.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -177007.484375 Penalty: 3823.816895
	Iteration 3Q: 3 clusters Score -177007.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -177074.031250 Penalty: 3823.816895
	Iteration 4Q: 3 clusters Score -177074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -177126.937500 Penalty: 3823.816895
	Iteration 5Q: 3 clusters Score -177126.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -177165.859375 Penalty: 3823.816895
	Iteration 6Q: 3 clusters Score -177165.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -177194.609375 Penalty: 3823.816895
	Iteration 7Q: 3 clusters Score -177194.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -177221.640625 Penalty: 3823.816895
	Iteration 8Q: 3 clusters Score -177221.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -177246.968750 Penalty: 3823.816895
	Iteration 9Q: 3 clusters Score -177247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -177275.609375 Penalty: 3823.816895
	Iteration 10Q: 3 clusters Score -177275.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -177299.609375 Penalty: 3823.816895
	Iteration 11Q: 3 clusters Score -177299.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177320.375000 Penalty: 3823.816895
	Iteration 12Q: 3 clusters Score -177320.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -177336.906250 Penalty: 3823.816895
	Iteration 13Q: 3 clusters Score -177336.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -177353.500000 Penalty: 3823.816895
	Iteration 14Q: 3 clusters Score -177353.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -177373.093750 Penalty: 3823.816895
	Iteration 15Q: 3 clusters Score -177373.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -177391.953125 Penalty: 3823.816895
	Iteration 16Q: 3 clusters Score -177392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -177413.375000 Penalty: 3823.816895
	Iteration 17Q: 3 clusters Score -177413.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177448.500000 Penalty: 3823.816895
	Iteration 18Q: 3 clusters Score -177448.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177478.265625 Penalty: 3823.816895
	Iteration 19Q: 3 clusters Score -177478.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -177500.406250 Penalty: 3823.816895
	Iteration 20F: 3 clusters Score -177500.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177510.406250 Penalty: 3823.816895
	Iteration 21Q: 3 clusters Score -177510.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -177521.375000 Penalty: 3823.816895
	Iteration 22Q: 3 clusters Score -177521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177527.718750 Penalty: 3823.816895
	Iteration 23Q: 3 clusters Score -177527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -177534.234375 Penalty: 3823.816895
	Iteration 24Q: 3 clusters Score -177534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -177536.468750 Penalty: 3823.816895
	Iteration 25Q: 3 clusters Score -177536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177541.078125 Penalty: 3823.816895
	Iteration 26Q: 3 clusters Score -177541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177548.812500 Penalty: 3823.816895
	Iteration 27Q: 3 clusters Score -177548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -177554.953125 Penalty: 3823.816895
	Iteration 28Q: 3 clusters Score -177555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177564.906250 Penalty: 3823.816895
	Iteration 29Q: 3 clusters Score -177564.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177577.812500 Penalty: 3823.816895
	Iteration 30Q: 3 clusters Score -177577.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177584.328125 Penalty: 3823.816895
	Iteration 31Q: 3 clusters Score -177584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -177590.406250 Penalty: 3823.816895
	Iteration 32Q: 3 clusters Score -177590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177595.140625 Penalty: 3823.816895
	Iteration 33Q: 3 clusters Score -177595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177596.437500 Penalty: 3823.816895
	Iteration 34Q: 3 clusters Score -177596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177596.437500 Penalty: 3823.816895
	Iteration 35F: 3 clusters Score -177596.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -88560.468750 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -88560.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86528.890625 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -86528.89 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86843.195312 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -86843.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86928.085938 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -86928.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86970.406250 Penalty: 3481.127197
	Iteration 3Q: 3 clusters Score -86970.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86985.734375 Penalty: 3481.127197
	Iteration 4Q: 3 clusters Score -86985.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86995.929688 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -86995.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87005.648438 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -87005.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87009.929688 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -87009.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87013.046875 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -87013.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87018.781250 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -87018.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87024.468750 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -87024.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87025.046875 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -87025.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87025.046875 Penalty: 3481.127197
	Iteration 12F: 3 clusters Score -87025.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -110495.617188 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -110495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -108009.601562 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -108009.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -108632.632812 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -108632.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -108930.406250 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -108930.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -109205.101562 Penalty: 3751.347412
	Iteration 3F: 3 clusters Score -109205.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -109500.460938 Penalty: 3751.347412
	Iteration 4F: 3 clusters Score -109500.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109703.835938 Penalty: 3751.347412
	Iteration 5F: 3 clusters Score -109703.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -109794.742188 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -109794.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -109837.710938 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -109837.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -109869.187500 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -109869.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -109888.625000 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -109888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -109895.492188 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -109895.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -109903.937500 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -109903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -109910.828125 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -109910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109913.898438 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -109913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109915.828125 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -109915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -109917.078125 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -109917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -109917.851562 Penalty: 3751.347412
	Iteration 16Q: 3 clusters Score -109917.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -109918.085938 Penalty: 3751.347412
	Iteration 17Q: 3 clusters Score -109918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -109918.304688 Penalty: 3751.347412
	Iteration 18Q: 3 clusters Score -109918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -109918.304688 Penalty: 3751.347412
	Iteration 19F: 3 clusters Score -109918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Entering Unmasked Estep 
Score: -2184267.500000 Penalty: 2517.014648
	Iteration 0F: 2 clusters Score -2184268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2166609.750000 Penalty: 5034.029297
	Iteration 0F: 3 clusters Score -2166610 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2172799.250000 Penalty: 5034.029297
	Iteration 1F: 3 clusters Score -2172799 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2173392.250000 Penalty: 5034.029297
	Iteration 2F: 3 clusters Score -2173392 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2174035.500000 Penalty: 5034.029297
	Iteration 3F: 3 clusters Score -2174036 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2174850.250000 Penalty: 5034.029297
	Iteration 4F: 3 clusters Score -2174850 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2175830.000000 Penalty: 5034.029297
	Iteration 5F: 3 clusters Score -2175830 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2176988.250000 Penalty: 5034.029297
	Iteration 6F: 3 clusters Score -2176988 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2178166.750000 Penalty: 5034.029297
	Iteration 7F: 3 clusters Score -2178167 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2179250.250000 Penalty: 5034.029297
	Iteration 8F: 3 clusters Score -2179250 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2180158.750000 Penalty: 5034.029297
	Iteration 9F: 3 clusters Score -2180159 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2180955.750000 Penalty: 5034.029297
	Iteration 10Q: 3 clusters Score -2180956 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2181601.250000 Penalty: 5034.029297
	Iteration 11Q: 3 clusters Score -2181601 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2182200.500000 Penalty: 5034.029297
	Iteration 12Q: 3 clusters Score -2182200 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2182738.000000 Penalty: 5034.029297
	Iteration 13Q: 3 clusters Score -2182738 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2183280.250000 Penalty: 5034.029297
	Iteration 14Q: 3 clusters Score -2183280 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2183816.000000 Penalty: 5034.029297
	Iteration 15Q: 3 clusters Score -2183816 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2184300.000000 Penalty: 5034.029297
	Iteration 16Q: 3 clusters Score -2184300 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2184682.250000 Penalty: 5034.029297
	Iteration 17Q: 3 clusters Score -2184682 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2184952.000000 Penalty: 5034.029297
	Iteration 18Q: 3 clusters Score -2184952 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2185132.750000 Penalty: 5034.029297
	Iteration 19Q: 3 clusters Score -2185133 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2185263.500000 Penalty: 5034.029297
	Iteration 20F: 3 clusters Score -2185264 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2185361.000000 Penalty: 5034.029297
	Iteration 21Q: 3 clusters Score -2185361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2185408.250000 Penalty: 5034.029297
	Iteration 22Q: 3 clusters Score -2185408 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2185454.750000 Penalty: 5034.029297
	Iteration 23Q: 3 clusters Score -2185455 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2185491.000000 Penalty: 5034.029297
	Iteration 24Q: 3 clusters Score -2185491 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2185522.000000 Penalty: 5034.029297
	Iteration 25Q: 3 clusters Score -2185522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2185533.250000 Penalty: 5034.029297
	Iteration 26Q: 3 clusters Score -2185533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2185543.750000 Penalty: 5034.029297
	Iteration 27Q: 3 clusters Score -2185544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2185560.000000 Penalty: 5034.029297
	Iteration 28Q: 3 clusters Score -2185560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2185573.250000 Penalty: 5034.029297
	Iteration 29Q: 3 clusters Score -2185573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2185580.750000 Penalty: 5034.029297
	Iteration 30Q: 3 clusters Score -2185581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2185587.000000 Penalty: 5034.029297
	Iteration 31Q: 3 clusters Score -2185587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2185594.500000 Penalty: 5034.029297
	Iteration 32Q: 3 clusters Score -2185594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2185603.750000 Penalty: 5034.029297
	Iteration 33Q: 3 clusters Score -2185604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2185602.500000 Penalty: 5034.029297
	Iteration 34Q: 3 clusters Score -2185602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2185603.750000 Penalty: 5034.029297
	Iteration 35Q: 3 clusters Score -2185604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2185611.750000 Penalty: 5034.029297
	Iteration 36Q: 3 clusters Score -2185612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2185616.000000 Penalty: 5034.029297
	Iteration 37Q: 3 clusters Score -2185616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2185615.250000 Penalty: 5034.029297
	Iteration 38Q: 3 clusters Score -2185615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2185612.500000 Penalty: 5034.029297
	Iteration 39Q: 3 clusters Score -2185612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2185622.750000 Penalty: 5034.029297
	Iteration 40F: 3 clusters Score -2185623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2185623.750000 Penalty: 5034.029297
	Iteration 41Q: 3 clusters Score -2185624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2185621.250000 Penalty: 5034.029297
	Iteration 42Q: 3 clusters Score -2185621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2185626.000000 Penalty: 5034.029297
	Iteration 43Q: 3 clusters Score -2185626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2185626.000000 Penalty: 5034.029297
	Iteration 44Q: 3 clusters Score -2185626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2185630.750000 Penalty: 5034.029297
	Iteration 45Q: 3 clusters Score -2185631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2185632.000000 Penalty: 5034.029297
	Iteration 46Q: 3 clusters Score -2185632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2185631.750000 Penalty: 5034.029297
	Iteration 47Q: 3 clusters Score -2185632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2185634.000000 Penalty: 5034.029297
	Iteration 48Q: 3 clusters Score -2185634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2185631.750000 Penalty: 5034.029297
	Iteration 49Q: 3 clusters Score -2185632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2185629.250000 Penalty: 5034.029297
	Iteration 50Q: 3 clusters Score -2185629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2185630.000000 Penalty: 5034.029297
	Iteration 51Q: 3 clusters Score -2185630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2185631.500000 Penalty: 5034.029297
	Iteration 52Q: 3 clusters Score -2185632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2185629.250000 Penalty: 5034.029297
	Iteration 53Q: 3 clusters Score -2185629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2185628.250000 Penalty: 5034.029297
	Iteration 54Q: 3 clusters Score -2185628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2185629.000000 Penalty: 5034.029297
	Iteration 55Q: 3 clusters Score -2185629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2185629.000000 Penalty: 5034.029297
	Iteration 56F: 3 clusters Score -2185629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18983 members 
Mstep: Class 28 contains 38431 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57438 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21152 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Mstep: Class 54 contains 6589 members 
Entering Unmasked Estep 
Score: -51171956.000000 Penalty: 179406.406250
Splitting cluster 27 changes total score from -51171612.000000 to -51171956.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 28 (38431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Entering Unmasked Estep 
Score: -3203183.250000 Penalty: 2618.041748
	Iteration 0F: 2 clusters Score -3203183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3176985.250000 Penalty: 5236.083496
	Iteration 0F: 3 clusters Score -3176985 nChanged 17619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3186786.500000 Penalty: 5236.083496
	Iteration 1F: 3 clusters Score -3186786 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3187482.500000 Penalty: 5236.083496
	Iteration 2Q: 3 clusters Score -3187482 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3188158.500000 Penalty: 5236.083496
	Iteration 3Q: 3 clusters Score -3188158 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3188857.500000 Penalty: 5236.083496
	Iteration 4Q: 3 clusters Score -3188858 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3189629.750000 Penalty: 5236.083496
	Iteration 5Q: 3 clusters Score -3189630 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3190554.000000 Penalty: 5236.083496
	Iteration 6F: 3 clusters Score -3190554 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3191598.250000 Penalty: 5236.083496
	Iteration 7F: 3 clusters Score -3191598 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3192723.000000 Penalty: 5236.083496
	Iteration 8F: 3 clusters Score -3192723 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3193867.500000 Penalty: 5236.083496
	Iteration 9F: 3 clusters Score -3193868 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3195066.000000 Penalty: 5236.083496
	Iteration 10F: 3 clusters Score -3195066 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3196265.000000 Penalty: 5236.083496
	Iteration 11Q: 3 clusters Score -3196265 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -3197363.250000 Penalty: 5236.083496
	Iteration 12Q: 3 clusters Score -3197363 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -3198327.500000 Penalty: 5236.083496
	Iteration 13Q: 3 clusters Score -3198328 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -3199099.250000 Penalty: 5236.083496
	Iteration 14Q: 3 clusters Score -3199099 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3199712.250000 Penalty: 5236.083496
	Iteration 15Q: 3 clusters Score -3199712 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -3200189.250000 Penalty: 5236.083496
	Iteration 16Q: 3 clusters Score -3200189 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -3200504.500000 Penalty: 5236.083496
	Iteration 17Q: 3 clusters Score -3200504 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -3200741.250000 Penalty: 5236.083496
	Iteration 18Q: 3 clusters Score -3200741 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -3200878.000000 Penalty: 5236.083496
	Iteration 19Q: 3 clusters Score -3200878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3200977.000000 Penalty: 5236.083496
	Iteration 20F: 3 clusters Score -3200977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -3201038.500000 Penalty: 5236.083496
	Iteration 21Q: 3 clusters Score -3201038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -3201084.500000 Penalty: 5236.083496
	Iteration 22Q: 3 clusters Score -3201084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -3201120.250000 Penalty: 5236.083496
	Iteration 23Q: 3 clusters Score -3201120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -3201161.250000 Penalty: 5236.083496
	Iteration 24Q: 3 clusters Score -3201161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -3201195.250000 Penalty: 5236.083496
	Iteration 25Q: 3 clusters Score -3201195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -3201214.500000 Penalty: 5236.083496
	Iteration 26Q: 3 clusters Score -3201214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3201229.750000 Penalty: 5236.083496
	Iteration 27Q: 3 clusters Score -3201230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -3201240.000000 Penalty: 5236.083496
	Iteration 28Q: 3 clusters Score -3201240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3201259.250000 Penalty: 5236.083496
	Iteration 29Q: 3 clusters Score -3201259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3201271.500000 Penalty: 5236.083496
	Iteration 30Q: 3 clusters Score -3201272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -3201289.000000 Penalty: 5236.083496
	Iteration 31Q: 3 clusters Score -3201289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -3201293.250000 Penalty: 5236.083496
	Iteration 32Q: 3 clusters Score -3201293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -3201291.250000 Penalty: 5236.083496
	Iteration 33Q: 3 clusters Score -3201291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -3201296.250000 Penalty: 5236.083496
	Iteration 34Q: 3 clusters Score -3201296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -3201296.250000 Penalty: 5236.083496
	Iteration 35Q: 3 clusters Score -3201296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -3201296.250000 Penalty: 5236.083496
	Iteration 36F: 3 clusters Score -3201296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -54180.414062 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -54180.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52490.257812 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -52490.26 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52729.238281 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -52729.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52770.570312 Penalty: 3249.335693
	Iteration 2Q: 3 clusters Score -52770.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52795.121094 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -52795.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52803.394531 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -52803.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52812.671875 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -52812.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52817.597656 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -52817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52827.535156 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -52827.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52834.191406 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -52834.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52841.636719 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -52841.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52842.425781 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -52842.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52842.425781 Penalty: 3249.335693
	Iteration 11F: 3 clusters Score -52842.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -1347800.250000 Penalty: 2405.134521
	Iteration 0F: 2 clusters Score -1347800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1336079.125000 Penalty: 4810.269043
	Iteration 0F: 3 clusters Score -1336079 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1339742.250000 Penalty: 4810.269043
	Iteration 1F: 3 clusters Score -1339742 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1340102.250000 Penalty: 4810.269043
	Iteration 2F: 3 clusters Score -1340102 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1340395.625000 Penalty: 4810.269043
	Iteration 3Q: 3 clusters Score -1340396 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1340639.250000 Penalty: 4810.269043
	Iteration 4Q: 3 clusters Score -1340639 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1340858.750000 Penalty: 4810.269043
	Iteration 5Q: 3 clusters Score -1340859 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1341087.000000 Penalty: 4810.269043
	Iteration 6Q: 3 clusters Score -1341087 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1341344.875000 Penalty: 4810.269043
	Iteration 7Q: 3 clusters Score -1341345 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1341672.125000 Penalty: 4810.269043
	Iteration 8Q: 3 clusters Score -1341672 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1342066.625000 Penalty: 4810.269043
	Iteration 9Q: 3 clusters Score -1342067 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1342461.875000 Penalty: 4810.269043
	Iteration 10Q: 3 clusters Score -1342462 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1342874.125000 Penalty: 4810.269043
	Iteration 11Q: 3 clusters Score -1342874 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1343295.250000 Penalty: 4810.269043
	Iteration 12Q: 3 clusters Score -1343295 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1343721.750000 Penalty: 4810.269043
	Iteration 13Q: 3 clusters Score -1343722 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1344132.500000 Penalty: 4810.269043
	Iteration 14Q: 3 clusters Score -1344132 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1344522.750000 Penalty: 4810.269043
	Iteration 15Q: 3 clusters Score -1344523 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1344840.500000 Penalty: 4810.269043
	Iteration 16Q: 3 clusters Score -1344840 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1345060.000000 Penalty: 4810.269043
	Iteration 17Q: 3 clusters Score -1345060 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1345232.875000 Penalty: 4810.269043
	Iteration 18Q: 3 clusters Score -1345233 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1345380.750000 Penalty: 4810.269043
	Iteration 19Q: 3 clusters Score -1345381 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1345482.625000 Penalty: 4810.269043
	Iteration 20F: 3 clusters Score -1345483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1345545.750000 Penalty: 4810.269043
	Iteration 21Q: 3 clusters Score -1345546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1345601.000000 Penalty: 4810.269043
	Iteration 22Q: 3 clusters Score -1345601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1345645.750000 Penalty: 4810.269043
	Iteration 23Q: 3 clusters Score -1345646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1345678.375000 Penalty: 4810.269043
	Iteration 24Q: 3 clusters Score -1345678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1345706.375000 Penalty: 4810.269043
	Iteration 25Q: 3 clusters Score -1345706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1345722.250000 Penalty: 4810.269043
	Iteration 26Q: 3 clusters Score -1345722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1345730.125000 Penalty: 4810.269043
	Iteration 27Q: 3 clusters Score -1345730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1345735.750000 Penalty: 4810.269043
	Iteration 28Q: 3 clusters Score -1345736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1345738.875000 Penalty: 4810.269043
	Iteration 29Q: 3 clusters Score -1345739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1345741.375000 Penalty: 4810.269043
	Iteration 30Q: 3 clusters Score -1345741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1345745.250000 Penalty: 4810.269043
	Iteration 31Q: 3 clusters Score -1345745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1345749.500000 Penalty: 4810.269043
	Iteration 32Q: 3 clusters Score -1345750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1345751.375000 Penalty: 4810.269043
	Iteration 33Q: 3 clusters Score -1345751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1345757.875000 Penalty: 4810.269043
	Iteration 34Q: 3 clusters Score -1345758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1345758.625000 Penalty: 4810.269043
	Iteration 35Q: 3 clusters Score -1345759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1345760.750000 Penalty: 4810.269043
	Iteration 36Q: 3 clusters Score -1345761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1345760.750000 Penalty: 4810.269043
	Iteration 37F: 3 clusters Score -1345761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Entering Unmasked Estep 
Score: -4692931.500000 Penalty: 2717.698486
	Iteration 0F: 2 clusters Score -4692932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4654369.500000 Penalty: 5435.396973
	Iteration 0F: 3 clusters Score -4654370 nChanged 26712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4669652.000000 Penalty: 5435.396973
	Iteration 1F: 3 clusters Score -4669652 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4670616.000000 Penalty: 5435.396973
	Iteration 2Q: 3 clusters Score -4670616 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -4671824.500000 Penalty: 5435.396973
	Iteration 3Q: 3 clusters Score -4671824 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -4673447.500000 Penalty: 5435.396973
	Iteration 4F: 3 clusters Score -4673448 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4675655.500000 Penalty: 5435.396973
	Iteration 5F: 3 clusters Score -4675656 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4678238.500000 Penalty: 5435.396973
	Iteration 6F: 3 clusters Score -4678238 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -4680811.000000 Penalty: 5435.396973
	Iteration 7F: 3 clusters Score -4680811 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -4683101.000000 Penalty: 5435.396973
	Iteration 8F: 3 clusters Score -4683101 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -4685157.000000 Penalty: 5435.396973
	Iteration 9Q: 3 clusters Score -4685157 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -4686870.000000 Penalty: 5435.396973
	Iteration 10Q: 3 clusters Score -4686870 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -4688178.000000 Penalty: 5435.396973
	Iteration 11Q: 3 clusters Score -4688178 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -4689030.000000 Penalty: 5435.396973
	Iteration 12Q: 3 clusters Score -4689030 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -4689618.500000 Penalty: 5435.396973
	Iteration 13Q: 3 clusters Score -4689618 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -4689975.500000 Penalty: 5435.396973
	Iteration 14Q: 3 clusters Score -4689976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -4690158.000000 Penalty: 5435.396973
	Iteration 15Q: 3 clusters Score -4690158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -4690277.500000 Penalty: 5435.396973
	Iteration 16Q: 3 clusters Score -4690278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -4690357.000000 Penalty: 5435.396973
	Iteration 17Q: 3 clusters Score -4690357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -4690415.500000 Penalty: 5435.396973
	Iteration 18Q: 3 clusters Score -4690416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -4690463.000000 Penalty: 5435.396973
	Iteration 19Q: 3 clusters Score -4690463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -4690489.500000 Penalty: 5435.396973
	Iteration 20F: 3 clusters Score -4690490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -4690504.500000 Penalty: 5435.396973
	Iteration 21Q: 3 clusters Score -4690504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -4690518.500000 Penalty: 5435.396973
	Iteration 22Q: 3 clusters Score -4690518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -4690539.000000 Penalty: 5435.396973
	Iteration 23Q: 3 clusters Score -4690539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -4690537.500000 Penalty: 5435.396973
	Iteration 24Q: 3 clusters Score -4690538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -4690544.500000 Penalty: 5435.396973
	Iteration 25Q: 3 clusters Score -4690544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -4690547.500000 Penalty: 5435.396973
	Iteration 26Q: 3 clusters Score -4690548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -4690544.000000 Penalty: 5435.396973
	Iteration 27Q: 3 clusters Score -4690544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -4690550.500000 Penalty: 5435.396973
	Iteration 28Q: 3 clusters Score -4690550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -4690554.500000 Penalty: 5435.396973
	Iteration 29Q: 3 clusters Score -4690554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -4690559.000000 Penalty: 5435.396973
	Iteration 30Q: 3 clusters Score -4690559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -4690558.000000 Penalty: 5435.396973
	Iteration 31Q: 3 clusters Score -4690558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -4690558.000000 Penalty: 5435.396973
	Iteration 32Q: 3 clusters Score -4690558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -4690564.000000 Penalty: 5435.396973
	Iteration 33Q: 3 clusters Score -4690564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -4690566.500000 Penalty: 5435.396973
	Iteration 34Q: 3 clusters Score -4690566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -4690570.500000 Penalty: 5435.396973
	Iteration 35Q: 3 clusters Score -4690570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -4690566.500000 Penalty: 5435.396973
	Iteration 36Q: 3 clusters Score -4690566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -4690563.500000 Penalty: 5435.396973
	Iteration 37Q: 3 clusters Score -4690564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -4690570.000000 Penalty: 5435.396973
	Iteration 38Q: 3 clusters Score -4690570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -4690576.500000 Penalty: 5435.396973
	Iteration 39Q: 3 clusters Score -4690576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -4690582.000000 Penalty: 5435.396973
	Iteration 40F: 3 clusters Score -4690582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -4690589.500000 Penalty: 5435.396973
	Iteration 41Q: 3 clusters Score -4690590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -4690592.500000 Penalty: 5435.396973
	Iteration 42Q: 3 clusters Score -4690592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -4690592.000000 Penalty: 5435.396973
	Iteration 43Q: 3 clusters Score -4690592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -4690592.000000 Penalty: 5435.396973
	Iteration 44F: 3 clusters Score -4690592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -130933.023438 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -130933 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 949 members 
Entering Unmasked Estep 
Score: -128406.546875 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -128406.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -128910.664062 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -128910.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -129125.859375 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -129125.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -129284.164062 Penalty: 3741.200928
	Iteration 3F: 3 clusters Score -129284.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -129394.312500 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -129394.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -129468.210938 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -129468.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129526.859375 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -129526.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129560.078125 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -129560.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129578.812500 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -129578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129593.007812 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -129593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129603.312500 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -129603.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129614.218750 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -129614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -129620.906250 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -129620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -129624.289062 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -129624.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -129627.429688 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -129627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -129628.781250 Penalty: 3741.200928
	Iteration 15Q: 3 clusters Score -129628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -129630.171875 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -129630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -129635.257812 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -129635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129636.382812 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -129636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -129637.046875 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -129637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -129637.046875 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -129637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -154030.093750 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -154030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -151407.578125 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -151407.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -151901.390625 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -151901.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152101.921875 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -152101.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -152273.437500 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -152273.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -152415.812500 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -152415.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152547.609375 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -152547.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -152677.734375 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -152677.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -152771.828125 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -152771.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -152865.343750 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -152865.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -152953.734375 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -152953.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -153003.156250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -153003.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153055.578125 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -153055.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153111.328125 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -153111.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -153176.265625 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -153176.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -153234.562500 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -153234.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153282.828125 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -153282.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -153335.421875 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -153335.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -153372.000000 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -153372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -153400.750000 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -153400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -153422.812500 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -153422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -153440.265625 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -153440.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -153455.390625 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -153455.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -153470.046875 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -153470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -153483.203125 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -153483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -153489.703125 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -153489.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -153502.531250 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -153502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -153516.921875 Penalty: 3766.313721
	Iteration 26Q: 3 clusters Score -153516.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -153538.390625 Penalty: 3766.313721
	Iteration 27Q: 3 clusters Score -153538.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -153552.328125 Penalty: 3766.313721
	Iteration 28Q: 3 clusters Score -153552.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -153569.250000 Penalty: 3766.313721
	Iteration 29Q: 3 clusters Score -153569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -153575.468750 Penalty: 3766.313721
	Iteration 30Q: 3 clusters Score -153575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -153579.718750 Penalty: 3766.313721
	Iteration 31Q: 3 clusters Score -153579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -153581.796875 Penalty: 3766.313721
	Iteration 32Q: 3 clusters Score -153581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -153584.765625 Penalty: 3766.313721
	Iteration 33Q: 3 clusters Score -153584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -153590.296875 Penalty: 3766.313721
	Iteration 34Q: 3 clusters Score -153590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -153599.312500 Penalty: 3766.313721
	Iteration 35Q: 3 clusters Score -153599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -153604.578125 Penalty: 3766.313721
	Iteration 36Q: 3 clusters Score -153604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -153611.453125 Penalty: 3766.313721
	Iteration 37Q: 3 clusters Score -153611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -153621.484375 Penalty: 3766.313721
	Iteration 38Q: 3 clusters Score -153621.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -153638.375000 Penalty: 3766.313721
	Iteration 39Q: 3 clusters Score -153638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -153650.625000 Penalty: 3766.313721
	Iteration 40F: 3 clusters Score -153650.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -153666.187500 Penalty: 3766.313721
	Iteration 41Q: 3 clusters Score -153666.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -153698.375000 Penalty: 3766.313721
	Iteration 42Q: 3 clusters Score -153698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -153718.640625 Penalty: 3766.313721
	Iteration 43Q: 3 clusters Score -153718.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -153745.984375 Penalty: 3766.313721
	Iteration 44Q: 3 clusters Score -153746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -153767.656250 Penalty: 3766.313721
	Iteration 45Q: 3 clusters Score -153767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -153769.468750 Penalty: 3766.313721
	Iteration 46Q: 3 clusters Score -153769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -153769.468750 Penalty: 3766.313721
	Iteration 47F: 3 clusters Score -153769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -210275.031250 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -210275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -207247.421875 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -207247.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -207839.453125 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -207839.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -208054.640625 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -208054.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -208220.218750 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -208220.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -208357.000000 Penalty: 3913.171631
	Iteration 4Q: 3 clusters Score -208357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -208447.796875 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -208447.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208525.921875 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -208525.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -208596.921875 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -208596.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -208667.015625 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -208667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208750.843750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -208750.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -208837.703125 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -208837.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -208952.296875 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -208952.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -209093.015625 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -209093 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -209223.093750 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -209223.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -209306.640625 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -209306.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -209359.015625 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -209359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -209409.921875 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -209409.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -209455.250000 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -209455.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -209480.109375 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -209480.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -209501.656250 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -209501.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -209514.984375 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -209515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -209525.578125 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -209525.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -209535.421875 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -209535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -209541.531250 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -209541.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -209548.125000 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -209548.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -209556.156250 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -209556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -209578.796875 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -209578.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -209604.671875 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -209604.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -209654.125000 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -209654.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -209703.734375 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -209703.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -209734.203125 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -209734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209750.218750 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -209750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -209761.062500 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -209761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -209768.937500 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -209768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209772.281250 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -209772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -209774.609375 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -209774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209776.359375 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -209776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -209776.265625 Penalty: 3913.171631
	Iteration 37Q: 3 clusters Score -209776.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -209776.265625 Penalty: 3913.171631
	Iteration 38F: 3 clusters Score -209776.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Entering Unmasked Estep 
Score: -1045006.562500 Penalty: 2340.118164
	Iteration 0F: 2 clusters Score -1045007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1035654.187500 Penalty: 4680.236328
	Iteration 0F: 3 clusters Score -1035654 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1038462.937500 Penalty: 4680.236328
	Iteration 1F: 3 clusters Score -1038463 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1038785.312500 Penalty: 4680.236328
	Iteration 2F: 3 clusters Score -1038785 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1039025.312500 Penalty: 4680.236328
	Iteration 3Q: 3 clusters Score -1039025 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1039238.937500 Penalty: 4680.236328
	Iteration 4Q: 3 clusters Score -1039239 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1039464.312500 Penalty: 4680.236328
	Iteration 5Q: 3 clusters Score -1039464 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1039749.375000 Penalty: 4680.236328
	Iteration 6Q: 3 clusters Score -1039749 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1040050.312500 Penalty: 4680.236328
	Iteration 7Q: 3 clusters Score -1040050 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1040370.750000 Penalty: 4680.236328
	Iteration 8Q: 3 clusters Score -1040371 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1040638.562500 Penalty: 4680.236328
	Iteration 9Q: 3 clusters Score -1040639 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1040867.125000 Penalty: 4680.236328
	Iteration 10Q: 3 clusters Score -1040867 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1041116.750000 Penalty: 4680.236328
	Iteration 11Q: 3 clusters Score -1041117 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1041384.062500 Penalty: 4680.236328
	Iteration 12Q: 3 clusters Score -1041384 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1041651.750000 Penalty: 4680.236328
	Iteration 13Q: 3 clusters Score -1041652 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1041923.937500 Penalty: 4680.236328
	Iteration 14Q: 3 clusters Score -1041924 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1042143.750000 Penalty: 4680.236328
	Iteration 15Q: 3 clusters Score -1042144 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1042319.187500 Penalty: 4680.236328
	Iteration 16Q: 3 clusters Score -1042319 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1042464.250000 Penalty: 4680.236328
	Iteration 17Q: 3 clusters Score -1042464 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1042601.125000 Penalty: 4680.236328
	Iteration 18Q: 3 clusters Score -1042601 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1042752.375000 Penalty: 4680.236328
	Iteration 19Q: 3 clusters Score -1042752 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1042892.750000 Penalty: 4680.236328
	Iteration 20F: 3 clusters Score -1042893 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1042997.187500 Penalty: 4680.236328
	Iteration 21Q: 3 clusters Score -1042997 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1043080.750000 Penalty: 4680.236328
	Iteration 22Q: 3 clusters Score -1043081 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1043146.875000 Penalty: 4680.236328
	Iteration 23Q: 3 clusters Score -1043147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1043191.125000 Penalty: 4680.236328
	Iteration 24Q: 3 clusters Score -1043191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1043225.937500 Penalty: 4680.236328
	Iteration 25Q: 3 clusters Score -1043226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1043261.000000 Penalty: 4680.236328
	Iteration 26Q: 3 clusters Score -1043261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1043294.437500 Penalty: 4680.236328
	Iteration 27Q: 3 clusters Score -1043294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1043313.625000 Penalty: 4680.236328
	Iteration 28Q: 3 clusters Score -1043314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1043331.750000 Penalty: 4680.236328
	Iteration 29Q: 3 clusters Score -1043332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1043346.625000 Penalty: 4680.236328
	Iteration 30Q: 3 clusters Score -1043347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1043364.375000 Penalty: 4680.236328
	Iteration 31Q: 3 clusters Score -1043364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1043380.375000 Penalty: 4680.236328
	Iteration 32Q: 3 clusters Score -1043380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1043395.187500 Penalty: 4680.236328
	Iteration 33Q: 3 clusters Score -1043395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1043410.437500 Penalty: 4680.236328
	Iteration 34Q: 3 clusters Score -1043410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1043429.812500 Penalty: 4680.236328
	Iteration 35Q: 3 clusters Score -1043430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1043448.437500 Penalty: 4680.236328
	Iteration 36Q: 3 clusters Score -1043448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1043462.437500 Penalty: 4680.236328
	Iteration 37Q: 3 clusters Score -1043462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1043477.687500 Penalty: 4680.236328
	Iteration 38Q: 3 clusters Score -1043478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1043488.812500 Penalty: 4680.236328
	Iteration 39Q: 3 clusters Score -1043489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1043498.875000 Penalty: 4680.236328
	Iteration 40F: 3 clusters Score -1043499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1043511.750000 Penalty: 4680.236328
	Iteration 41Q: 3 clusters Score -1043512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1043518.312500 Penalty: 4680.236328
	Iteration 42Q: 3 clusters Score -1043518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1043529.187500 Penalty: 4680.236328
	Iteration 43Q: 3 clusters Score -1043529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1043537.250000 Penalty: 4680.236328
	Iteration 44Q: 3 clusters Score -1043537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1043543.937500 Penalty: 4680.236328
	Iteration 45Q: 3 clusters Score -1043544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1043551.250000 Penalty: 4680.236328
	Iteration 46Q: 3 clusters Score -1043551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1043556.062500 Penalty: 4680.236328
	Iteration 47Q: 3 clusters Score -1043556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1043563.937500 Penalty: 4680.236328
	Iteration 48Q: 3 clusters Score -1043564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1043565.000000 Penalty: 4680.236328
	Iteration 49Q: 3 clusters Score -1043565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1043570.875000 Penalty: 4680.236328
	Iteration 50Q: 3 clusters Score -1043571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1043576.500000 Penalty: 4680.236328
	Iteration 51Q: 3 clusters Score -1043576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1043577.812500 Penalty: 4680.236328
	Iteration 52Q: 3 clusters Score -1043578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1043580.625000 Penalty: 4680.236328
	Iteration 53Q: 3 clusters Score -1043581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1043581.125000 Penalty: 4680.236328
	Iteration 54Q: 3 clusters Score -1043581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1043584.750000 Penalty: 4680.236328
	Iteration 55Q: 3 clusters Score -1043585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1043587.000000 Penalty: 4680.236328
	Iteration 56Q: 3 clusters Score -1043587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1043586.625000 Penalty: 4680.236328
	Iteration 57Q: 3 clusters Score -1043587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1043585.812500 Penalty: 4680.236328
	Iteration 58Q: 3 clusters Score -1043586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1043585.375000 Penalty: 4680.236328
	Iteration 59Q: 3 clusters Score -1043585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1043586.062500 Penalty: 4680.236328
	Iteration 60F: 3 clusters Score -1043586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1043588.125000 Penalty: 4680.236328
	Iteration 61Q: 3 clusters Score -1043588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1043588.875000 Penalty: 4680.236328
	Iteration 62Q: 3 clusters Score -1043589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1043591.000000 Penalty: 4680.236328
	Iteration 63Q: 3 clusters Score -1043591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1043593.000000 Penalty: 4680.236328
	Iteration 64Q: 3 clusters Score -1043593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1043593.000000 Penalty: 4680.236328
	Iteration 65F: 3 clusters Score -1043593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Entering Unmasked Estep 
Score: -1747555.875000 Penalty: 2475.116699
	Iteration 0F: 2 clusters Score -1747556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1732364.375000 Penalty: 4950.233398
	Iteration 0F: 3 clusters Score -1732364 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1737618.875000 Penalty: 4950.233398
	Iteration 1F: 3 clusters Score -1737619 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1737979.125000 Penalty: 4950.233398
	Iteration 2F: 3 clusters Score -1737979 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1738286.875000 Penalty: 4950.233398
	Iteration 3Q: 3 clusters Score -1738287 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1738582.750000 Penalty: 4950.233398
	Iteration 4Q: 3 clusters Score -1738583 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1738953.250000 Penalty: 4950.233398
	Iteration 5Q: 3 clusters Score -1738953 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1739428.625000 Penalty: 4950.233398
	Iteration 6Q: 3 clusters Score -1739429 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1740085.625000 Penalty: 4950.233398
	Iteration 7F: 3 clusters Score -1740086 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1740974.625000 Penalty: 4950.233398
	Iteration 8F: 3 clusters Score -1740975 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1741957.375000 Penalty: 4950.233398
	Iteration 9F: 3 clusters Score -1741957 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1742871.625000 Penalty: 4950.233398
	Iteration 10F: 3 clusters Score -1742872 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1743637.750000 Penalty: 4950.233398
	Iteration 11Q: 3 clusters Score -1743638 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1744260.250000 Penalty: 4950.233398
	Iteration 12Q: 3 clusters Score -1744260 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1744642.375000 Penalty: 4950.233398
	Iteration 13Q: 3 clusters Score -1744642 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1744871.500000 Penalty: 4950.233398
	Iteration 14Q: 3 clusters Score -1744872 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1745025.875000 Penalty: 4950.233398
	Iteration 15Q: 3 clusters Score -1745026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1745120.250000 Penalty: 4950.233398
	Iteration 16Q: 3 clusters Score -1745120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1745185.625000 Penalty: 4950.233398
	Iteration 17Q: 3 clusters Score -1745186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1745256.125000 Penalty: 4950.233398
	Iteration 18Q: 3 clusters Score -1745256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1745317.250000 Penalty: 4950.233398
	Iteration 19Q: 3 clusters Score -1745317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1745373.875000 Penalty: 4950.233398
	Iteration 20F: 3 clusters Score -1745374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1745414.000000 Penalty: 4950.233398
	Iteration 21Q: 3 clusters Score -1745414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1745467.750000 Penalty: 4950.233398
	Iteration 22Q: 3 clusters Score -1745468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1745523.250000 Penalty: 4950.233398
	Iteration 23Q: 3 clusters Score -1745523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -1745569.750000 Penalty: 4950.233398
	Iteration 24Q: 3 clusters Score -1745570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1745596.000000 Penalty: 4950.233398
	Iteration 25Q: 3 clusters Score -1745596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1745621.375000 Penalty: 4950.233398
	Iteration 26Q: 3 clusters Score -1745621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1745644.625000 Penalty: 4950.233398
	Iteration 27Q: 3 clusters Score -1745645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -1745659.250000 Penalty: 4950.233398
	Iteration 28Q: 3 clusters Score -1745659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -1745668.000000 Penalty: 4950.233398
	Iteration 29Q: 3 clusters Score -1745668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1745679.625000 Penalty: 4950.233398
	Iteration 30Q: 3 clusters Score -1745680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -1745681.750000 Penalty: 4950.233398
	Iteration 31Q: 3 clusters Score -1745682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -1745685.875000 Penalty: 4950.233398
	Iteration 32Q: 3 clusters Score -1745686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1745685.875000 Penalty: 4950.233398
	Iteration 33Q: 3 clusters Score -1745686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1745686.750000 Penalty: 4950.233398
	Iteration 34Q: 3 clusters Score -1745687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1745690.375000 Penalty: 4950.233398
	Iteration 35Q: 3 clusters Score -1745690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1745691.750000 Penalty: 4950.233398
	Iteration 36Q: 3 clusters Score -1745692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1745694.375000 Penalty: 4950.233398
	Iteration 37Q: 3 clusters Score -1745694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -1745690.375000 Penalty: 4950.233398
	Iteration 38Q: 3 clusters Score -1745690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -1745691.125000 Penalty: 4950.233398
	Iteration 39Q: 3 clusters Score -1745691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1745692.125000 Penalty: 4950.233398
	Iteration 40F: 3 clusters Score -1745692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -1745691.875000 Penalty: 4950.233398
	Iteration 41Q: 3 clusters Score -1745692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1745695.000000 Penalty: 4950.233398
	Iteration 42Q: 3 clusters Score -1745695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1745695.000000 Penalty: 4950.233398
	Iteration 43F: 3 clusters Score -1745695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Entering Unmasked Estep 
Score: -905816.625000 Penalty: 2342.364258
	Iteration 0F: 2 clusters Score -905816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -896382.125000 Penalty: 4684.728516
	Iteration 0F: 3 clusters Score -896382.1 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -899434.625000 Penalty: 4684.728516
	Iteration 1F: 3 clusters Score -899434.6 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -899945.562500 Penalty: 4684.728516
	Iteration 2F: 3 clusters Score -899945.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -900373.250000 Penalty: 4684.728516
	Iteration 3F: 3 clusters Score -900373.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -900755.250000 Penalty: 4684.728516
	Iteration 4F: 3 clusters Score -900755.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -901149.562500 Penalty: 4684.728516
	Iteration 5Q: 3 clusters Score -901149.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -901557.687500 Penalty: 4684.728516
	Iteration 6Q: 3 clusters Score -901557.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -901935.437500 Penalty: 4684.728516
	Iteration 7Q: 3 clusters Score -901935.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -902298.562500 Penalty: 4684.728516
	Iteration 8Q: 3 clusters Score -902298.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -902618.687500 Penalty: 4684.728516
	Iteration 9Q: 3 clusters Score -902618.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -902884.312500 Penalty: 4684.728516
	Iteration 10Q: 3 clusters Score -902884.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -903075.125000 Penalty: 4684.728516
	Iteration 11Q: 3 clusters Score -903075.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -903266.437500 Penalty: 4684.728516
	Iteration 12Q: 3 clusters Score -903266.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -903417.500000 Penalty: 4684.728516
	Iteration 13Q: 3 clusters Score -903417.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -903535.875000 Penalty: 4684.728516
	Iteration 14Q: 3 clusters Score -903535.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -903638.937500 Penalty: 4684.728516
	Iteration 15Q: 3 clusters Score -903638.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -903715.562500 Penalty: 4684.728516
	Iteration 16Q: 3 clusters Score -903715.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -903774.750000 Penalty: 4684.728516
	Iteration 17Q: 3 clusters Score -903774.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -903816.687500 Penalty: 4684.728516
	Iteration 18Q: 3 clusters Score -903816.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -903859.000000 Penalty: 4684.728516
	Iteration 19Q: 3 clusters Score -903859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -903885.562500 Penalty: 4684.728516
	Iteration 20F: 3 clusters Score -903885.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -903918.250000 Penalty: 4684.728516
	Iteration 21Q: 3 clusters Score -903918.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -903944.812500 Penalty: 4684.728516
	Iteration 22Q: 3 clusters Score -903944.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -903959.437500 Penalty: 4684.728516
	Iteration 23Q: 3 clusters Score -903959.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -903980.875000 Penalty: 4684.728516
	Iteration 24Q: 3 clusters Score -903980.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -903990.187500 Penalty: 4684.728516
	Iteration 25Q: 3 clusters Score -903990.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -904005.187500 Penalty: 4684.728516
	Iteration 26Q: 3 clusters Score -904005.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -904014.625000 Penalty: 4684.728516
	Iteration 27Q: 3 clusters Score -904014.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -904023.187500 Penalty: 4684.728516
	Iteration 28Q: 3 clusters Score -904023.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -904028.437500 Penalty: 4684.728516
	Iteration 29Q: 3 clusters Score -904028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -904036.437500 Penalty: 4684.728516
	Iteration 30Q: 3 clusters Score -904036.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -904040.437500 Penalty: 4684.728516
	Iteration 31Q: 3 clusters Score -904040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -904041.687500 Penalty: 4684.728516
	Iteration 32Q: 3 clusters Score -904041.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -904044.937500 Penalty: 4684.728516
	Iteration 33Q: 3 clusters Score -904044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -904051.500000 Penalty: 4684.728516
	Iteration 34Q: 3 clusters Score -904051.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -904065.250000 Penalty: 4684.728516
	Iteration 35Q: 3 clusters Score -904065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -904070.500000 Penalty: 4684.728516
	Iteration 36Q: 3 clusters Score -904070.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -904072.687500 Penalty: 4684.728516
	Iteration 37Q: 3 clusters Score -904072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -904075.750000 Penalty: 4684.728516
	Iteration 38Q: 3 clusters Score -904075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -904077.500000 Penalty: 4684.728516
	Iteration 39Q: 3 clusters Score -904077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -904080.125000 Penalty: 4684.728516
	Iteration 40F: 3 clusters Score -904080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -904080.125000 Penalty: 4684.728516
	Iteration 41Q: 3 clusters Score -904080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -904081.125000 Penalty: 4684.728516
	Iteration 42Q: 3 clusters Score -904081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -904082.187500 Penalty: 4684.728516
	Iteration 43Q: 3 clusters Score -904082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -904082.687500 Penalty: 4684.728516
	Iteration 44Q: 3 clusters Score -904082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -904084.937500 Penalty: 4684.728516
	Iteration 45Q: 3 clusters Score -904084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -904084.500000 Penalty: 4684.728516
	Iteration 46Q: 3 clusters Score -904084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -904085.500000 Penalty: 4684.728516
	Iteration 47Q: 3 clusters Score -904085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -904086.187500 Penalty: 4684.728516
	Iteration 48Q: 3 clusters Score -904086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -904088.625000 Penalty: 4684.728516
	Iteration 49Q: 3 clusters Score -904088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -904088.875000 Penalty: 4684.728516
	Iteration 50Q: 3 clusters Score -904088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -904089.687500 Penalty: 4684.728516
	Iteration 51Q: 3 clusters Score -904089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -904090.062500 Penalty: 4684.728516
	Iteration 52Q: 3 clusters Score -904090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -904090.062500 Penalty: 4684.728516
	Iteration 53F: 3 clusters Score -904090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -53370.917969 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -53370.92 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 314 members 
Entering Unmasked Estep 
Score: -51691.507812 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -51691.51 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51914.039062 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -51914.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51974.902344 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -51974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51997.683594 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -51997.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52001.550781 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -52001.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52011.339844 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -52011.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52012.226562 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -52012.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52012.875000 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -52012.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52012.875000 Penalty: 3221.651611
	Iteration 8F: 3 clusters Score -52012.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (13234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Entering Unmasked Estep 
Score: -1102096.000000 Penalty: 2353.655029
	Iteration 0F: 2 clusters Score -1102096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1092302.375000 Penalty: 4707.310059
	Iteration 0F: 3 clusters Score -1092302 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1095348.250000 Penalty: 4707.310059
	Iteration 1F: 3 clusters Score -1095348 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1095680.750000 Penalty: 4707.310059
	Iteration 2F: 3 clusters Score -1095681 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1095941.250000 Penalty: 4707.310059
	Iteration 3Q: 3 clusters Score -1095941 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1096172.625000 Penalty: 4707.310059
	Iteration 4Q: 3 clusters Score -1096173 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1096429.250000 Penalty: 4707.310059
	Iteration 5Q: 3 clusters Score -1096429 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1096697.000000 Penalty: 4707.310059
	Iteration 6Q: 3 clusters Score -1096697 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1096972.125000 Penalty: 4707.310059
	Iteration 7Q: 3 clusters Score -1096972 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1097301.875000 Penalty: 4707.310059
	Iteration 8Q: 3 clusters Score -1097302 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1097706.000000 Penalty: 4707.310059
	Iteration 9Q: 3 clusters Score -1097706 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1098111.625000 Penalty: 4707.310059
	Iteration 10Q: 3 clusters Score -1098112 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1098488.375000 Penalty: 4707.310059
	Iteration 11Q: 3 clusters Score -1098488 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1098856.250000 Penalty: 4707.310059
	Iteration 12Q: 3 clusters Score -1098856 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1099198.875000 Penalty: 4707.310059
	Iteration 13Q: 3 clusters Score -1099199 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1099476.250000 Penalty: 4707.310059
	Iteration 14Q: 3 clusters Score -1099476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1099655.750000 Penalty: 4707.310059
	Iteration 15Q: 3 clusters Score -1099656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1099776.750000 Penalty: 4707.310059
	Iteration 16Q: 3 clusters Score -1099777 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1099878.125000 Penalty: 4707.310059
	Iteration 17Q: 3 clusters Score -1099878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1099937.125000 Penalty: 4707.310059
	Iteration 18Q: 3 clusters Score -1099937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1099975.750000 Penalty: 4707.310059
	Iteration 19Q: 3 clusters Score -1099976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1099996.875000 Penalty: 4707.310059
	Iteration 20F: 3 clusters Score -1099997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1100008.000000 Penalty: 4707.310059
	Iteration 21Q: 3 clusters Score -1100008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1100016.375000 Penalty: 4707.310059
	Iteration 22Q: 3 clusters Score -1100016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1100024.000000 Penalty: 4707.310059
	Iteration 23Q: 3 clusters Score -1100024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1100029.875000 Penalty: 4707.310059
	Iteration 24Q: 3 clusters Score -1100030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1100032.125000 Penalty: 4707.310059
	Iteration 25Q: 3 clusters Score -1100032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1100037.375000 Penalty: 4707.310059
	Iteration 26Q: 3 clusters Score -1100037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1100037.875000 Penalty: 4707.310059
	Iteration 27Q: 3 clusters Score -1100038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1100038.250000 Penalty: 4707.310059
	Iteration 28Q: 3 clusters Score -1100038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1100038.250000 Penalty: 4707.310059
	Iteration 29F: 3 clusters Score -1100038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -96359.687500 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -96359.69 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 660 members 
Entering Unmasked Estep 
Score: -94250.601562 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -94250.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -94642.906250 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -94642.91 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -94790.593750 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -94790.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -94880.343750 Penalty: 3545.579590
	Iteration 3Q: 3 clusters Score -94880.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -94945.625000 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -94945.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -95006.835938 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -95006.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -95067.210938 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -95067.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95147.593750 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -95147.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -95230.367188 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -95230.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -95346.445312 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -95346.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95443.968750 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -95443.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -95528.914062 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -95528.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -95589.921875 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -95589.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -95623.906250 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -95623.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -95644.164062 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -95644.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -95657.531250 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -95657.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -95673.000000 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -95673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -95685.593750 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -95685.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -95698.218750 Penalty: 3545.579590
	Iteration 18Q: 3 clusters Score -95698.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -95704.140625 Penalty: 3545.579590
	Iteration 19Q: 3 clusters Score -95704.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -95710.656250 Penalty: 3545.579590
	Iteration 20F: 3 clusters Score -95710.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95711.117188 Penalty: 3545.579590
	Iteration 21Q: 3 clusters Score -95711.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95711.117188 Penalty: 3545.579590
	Iteration 22F: 3 clusters Score -95711.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -1967834.250000 Penalty: 2498.829834
	Iteration 0F: 2 clusters Score -1967834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1951270.000000 Penalty: 4997.659668
	Iteration 0F: 3 clusters Score -1951270 nChanged 10607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1956855.000000 Penalty: 4997.659668
	Iteration 1F: 3 clusters Score -1956855 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1957249.625000 Penalty: 4997.659668
	Iteration 2Q: 3 clusters Score -1957250 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1957584.750000 Penalty: 4997.659668
	Iteration 3Q: 3 clusters Score -1957585 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1957893.625000 Penalty: 4997.659668
	Iteration 4Q: 3 clusters Score -1957894 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1958196.750000 Penalty: 4997.659668
	Iteration 5Q: 3 clusters Score -1958197 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1958566.375000 Penalty: 4997.659668
	Iteration 6Q: 3 clusters Score -1958566 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1959039.875000 Penalty: 4997.659668
	Iteration 7Q: 3 clusters Score -1959040 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1959621.875000 Penalty: 4997.659668
	Iteration 8Q: 3 clusters Score -1959622 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1960281.625000 Penalty: 4997.659668
	Iteration 9Q: 3 clusters Score -1960282 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1961024.875000 Penalty: 4997.659668
	Iteration 10F: 3 clusters Score -1961025 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1961852.500000 Penalty: 4997.659668
	Iteration 11F: 3 clusters Score -1961852 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1962749.500000 Penalty: 4997.659668
	Iteration 12F: 3 clusters Score -1962750 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -1963565.000000 Penalty: 4997.659668
	Iteration 13Q: 3 clusters Score -1963565 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -1964263.750000 Penalty: 4997.659668
	Iteration 14Q: 3 clusters Score -1964264 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -1964769.750000 Penalty: 4997.659668
	Iteration 15Q: 3 clusters Score -1964770 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -1965120.250000 Penalty: 4997.659668
	Iteration 16Q: 3 clusters Score -1965120 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -1965348.625000 Penalty: 4997.659668
	Iteration 17Q: 3 clusters Score -1965349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -1965458.625000 Penalty: 4997.659668
	Iteration 18Q: 3 clusters Score -1965459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1965518.750000 Penalty: 4997.659668
	Iteration 19Q: 3 clusters Score -1965519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -1965562.125000 Penalty: 4997.659668
	Iteration 20F: 3 clusters Score -1965562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -1965588.375000 Penalty: 4997.659668
	Iteration 21Q: 3 clusters Score -1965588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -1965604.750000 Penalty: 4997.659668
	Iteration 22Q: 3 clusters Score -1965605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -1965605.750000 Penalty: 4997.659668
	Iteration 23Q: 3 clusters Score -1965606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -1965610.250000 Penalty: 4997.659668
	Iteration 24Q: 3 clusters Score -1965610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -1965611.000000 Penalty: 4997.659668
	Iteration 25Q: 3 clusters Score -1965611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -1965618.250000 Penalty: 4997.659668
	Iteration 26Q: 3 clusters Score -1965618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -1965620.625000 Penalty: 4997.659668
	Iteration 27Q: 3 clusters Score -1965621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1965622.000000 Penalty: 4997.659668
	Iteration 28Q: 3 clusters Score -1965622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1965623.000000 Penalty: 4997.659668
	Iteration 29Q: 3 clusters Score -1965623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -1965624.250000 Penalty: 4997.659668
	Iteration 30Q: 3 clusters Score -1965624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1965630.625000 Penalty: 4997.659668
	Iteration 31Q: 3 clusters Score -1965631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1965632.625000 Penalty: 4997.659668
	Iteration 32Q: 3 clusters Score -1965633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1965633.250000 Penalty: 4997.659668
	Iteration 33Q: 3 clusters Score -1965633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1965635.750000 Penalty: 4997.659668
	Iteration 34Q: 3 clusters Score -1965636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -1965636.625000 Penalty: 4997.659668
	Iteration 35Q: 3 clusters Score -1965637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1965638.750000 Penalty: 4997.659668
	Iteration 36Q: 3 clusters Score -1965639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -1965641.000000 Penalty: 4997.659668
	Iteration 37Q: 3 clusters Score -1965641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -1965645.375000 Penalty: 4997.659668
	Iteration 38Q: 3 clusters Score -1965645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -1965647.125000 Penalty: 4997.659668
	Iteration 39Q: 3 clusters Score -1965647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1965654.375000 Penalty: 4997.659668
	Iteration 40F: 3 clusters Score -1965654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -1965653.375000 Penalty: 4997.659668
	Iteration 41Q: 3 clusters Score -1965653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -1965653.375000 Penalty: 4997.659668
	Iteration 42F: 3 clusters Score -1965653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Entering Unmasked Estep 
Score: -850550.562500 Penalty: 2293.413574
	Iteration 0F: 2 clusters Score -850550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -842717.312500 Penalty: 4586.827148
	Iteration 0F: 3 clusters Score -842717.3 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -844940.250000 Penalty: 4586.827148
	Iteration 1F: 3 clusters Score -844940.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -845203.625000 Penalty: 4586.827148
	Iteration 2F: 3 clusters Score -845203.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -845420.812500 Penalty: 4586.827148
	Iteration 3Q: 3 clusters Score -845420.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -845586.687500 Penalty: 4586.827148
	Iteration 4Q: 3 clusters Score -845586.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -845740.250000 Penalty: 4586.827148
	Iteration 5Q: 3 clusters Score -845740.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -845870.937500 Penalty: 4586.827148
	Iteration 6Q: 3 clusters Score -845870.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -846007.437500 Penalty: 4586.827148
	Iteration 7Q: 3 clusters Score -846007.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -846177.375000 Penalty: 4586.827148
	Iteration 8Q: 3 clusters Score -846177.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -846376.187500 Penalty: 4586.827148
	Iteration 9Q: 3 clusters Score -846376.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -846640.250000 Penalty: 4586.827148
	Iteration 10Q: 3 clusters Score -846640.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -846968.687500 Penalty: 4586.827148
	Iteration 11Q: 3 clusters Score -846968.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -847348.500000 Penalty: 4586.827148
	Iteration 12Q: 3 clusters Score -847348.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -847681.125000 Penalty: 4586.827148
	Iteration 13Q: 3 clusters Score -847681.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -847959.187500 Penalty: 4586.827148
	Iteration 14Q: 3 clusters Score -847959.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -848147.062500 Penalty: 4586.827148
	Iteration 15Q: 3 clusters Score -848147.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -848296.000000 Penalty: 4586.827148
	Iteration 16Q: 3 clusters Score -848296 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -848383.187500 Penalty: 4586.827148
	Iteration 17Q: 3 clusters Score -848383.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -848448.500000 Penalty: 4586.827148
	Iteration 18Q: 3 clusters Score -848448.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -848498.500000 Penalty: 4586.827148
	Iteration 19Q: 3 clusters Score -848498.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -848531.812500 Penalty: 4586.827148
	Iteration 20F: 3 clusters Score -848531.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -848555.312500 Penalty: 4586.827148
	Iteration 21Q: 3 clusters Score -848555.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -848575.250000 Penalty: 4586.827148
	Iteration 22Q: 3 clusters Score -848575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -848589.875000 Penalty: 4586.827148
	Iteration 23Q: 3 clusters Score -848589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -848598.125000 Penalty: 4586.827148
	Iteration 24Q: 3 clusters Score -848598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -848605.312500 Penalty: 4586.827148
	Iteration 25Q: 3 clusters Score -848605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -848609.750000 Penalty: 4586.827148
	Iteration 26Q: 3 clusters Score -848609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -848617.812500 Penalty: 4586.827148
	Iteration 27Q: 3 clusters Score -848617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -848621.875000 Penalty: 4586.827148
	Iteration 28Q: 3 clusters Score -848621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -848621.750000 Penalty: 4586.827148
	Iteration 29Q: 3 clusters Score -848621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -848623.937500 Penalty: 4586.827148
	Iteration 30Q: 3 clusters Score -848623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -848625.250000 Penalty: 4586.827148
	Iteration 31Q: 3 clusters Score -848625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -848628.812500 Penalty: 4586.827148
	Iteration 32Q: 3 clusters Score -848628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -848629.937500 Penalty: 4586.827148
	Iteration 33Q: 3 clusters Score -848629.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -848629.937500 Penalty: 4586.827148
	Iteration 34F: 3 clusters Score -848629.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -465323.187500 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -465323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -459728.156250 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -459728.2 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -461349.125000 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -461349.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -461842.093750 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -461842.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -462264.781250 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -462264.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -462631.468750 Penalty: 4363.733887
	Iteration 4F: 3 clusters Score -462631.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -462990.781250 Penalty: 4363.733887
	Iteration 5F: 3 clusters Score -462990.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -463313.531250 Penalty: 4363.733887
	Iteration 6F: 3 clusters Score -463313.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -463535.468750 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -463535.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -463677.281250 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -463677.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -463791.843750 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -463791.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -463857.093750 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -463857.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -463902.718750 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -463902.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -463937.437500 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -463937.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -463971.937500 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -463971.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -464002.531250 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -464002.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -464023.343750 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -464023.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -464043.843750 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -464043.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -464068.656250 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -464068.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -464084.781250 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -464084.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -464098.781250 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -464098.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -464108.750000 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -464108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -464116.312500 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -464116.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -464123.593750 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -464123.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -464134.218750 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -464134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -464136.687500 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -464136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -464138.500000 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -464138.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -464141.718750 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -464141.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -464143.093750 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -464143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -464146.156250 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -464146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -464146.843750 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -464146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -464152.468750 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -464152.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -464156.875000 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -464156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -464158.812500 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -464158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -464161.718750 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -464161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -464163.218750 Penalty: 4363.733887
	Iteration 34Q: 3 clusters Score -464163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -464164.687500 Penalty: 4363.733887
	Iteration 35Q: 3 clusters Score -464164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -464167.343750 Penalty: 4363.733887
	Iteration 36Q: 3 clusters Score -464167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -464168.312500 Penalty: 4363.733887
	Iteration 37Q: 3 clusters Score -464168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -464170.906250 Penalty: 4363.733887
	Iteration 38Q: 3 clusters Score -464170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -464172.156250 Penalty: 4363.733887
	Iteration 39Q: 3 clusters Score -464172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -464175.250000 Penalty: 4363.733887
	Iteration 40F: 3 clusters Score -464175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -464176.937500 Penalty: 4363.733887
	Iteration 41Q: 3 clusters Score -464176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -464176.406250 Penalty: 4363.733887
	Iteration 42Q: 3 clusters Score -464176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -464177.343750 Penalty: 4363.733887
	Iteration 43Q: 3 clusters Score -464177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -464178.156250 Penalty: 4363.733887
	Iteration 44Q: 3 clusters Score -464178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -464178.000000 Penalty: 4363.733887
	Iteration 45Q: 3 clusters Score -464178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -464178.000000 Penalty: 4363.733887
	Iteration 46F: 3 clusters Score -464178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36277.832031 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -36277.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34777.152344 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -34777.15 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34975.691406 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -34975.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35017.335938 Penalty: 3057.004150
	Iteration 2Q: 3 clusters Score -35017.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35033.695312 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -35033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35048.207031 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -35048.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35054.570312 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -35054.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35058.628906 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -35058.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35060.316406 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -35060.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35068.335938 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -35068.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35068.335938 Penalty: 3057.004150
	Iteration 9F: 3 clusters Score -35068.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -580092.875000 Penalty: 2197.825684
	Iteration 0F: 2 clusters Score -580092.9 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 3579 members 
Entering Unmasked Estep 
Score: -574215.500000 Penalty: 4395.651367
	Iteration 0F: 3 clusters Score -574215.5 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -575807.812500 Penalty: 4395.651367
	Iteration 1F: 3 clusters Score -575807.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -576062.750000 Penalty: 4395.651367
	Iteration 2F: 3 clusters Score -576062.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -576248.437500 Penalty: 4395.651367
	Iteration 3Q: 3 clusters Score -576248.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -576408.062500 Penalty: 4395.651367
	Iteration 4Q: 3 clusters Score -576408.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -576551.500000 Penalty: 4395.651367
	Iteration 5Q: 3 clusters Score -576551.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -576661.375000 Penalty: 4395.651367
	Iteration 6Q: 3 clusters Score -576661.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -576768.062500 Penalty: 4395.651367
	Iteration 7Q: 3 clusters Score -576768.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -576864.375000 Penalty: 4395.651367
	Iteration 8Q: 3 clusters Score -576864.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -576950.562500 Penalty: 4395.651367
	Iteration 9Q: 3 clusters Score -576950.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -577041.937500 Penalty: 4395.651367
	Iteration 10Q: 3 clusters Score -577041.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -577123.250000 Penalty: 4395.651367
	Iteration 11Q: 3 clusters Score -577123.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -577197.687500 Penalty: 4395.651367
	Iteration 12Q: 3 clusters Score -577197.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -577281.875000 Penalty: 4395.651367
	Iteration 13Q: 3 clusters Score -577281.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -577368.625000 Penalty: 4395.651367
	Iteration 14Q: 3 clusters Score -577368.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -577456.250000 Penalty: 4395.651367
	Iteration 15Q: 3 clusters Score -577456.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -577566.625000 Penalty: 4395.651367
	Iteration 16Q: 3 clusters Score -577566.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -577668.250000 Penalty: 4395.651367
	Iteration 17Q: 3 clusters Score -577668.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -577772.812500 Penalty: 4395.651367
	Iteration 18Q: 3 clusters Score -577772.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -577850.812500 Penalty: 4395.651367
	Iteration 19Q: 3 clusters Score -577850.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -577912.500000 Penalty: 4395.651367
	Iteration 20F: 3 clusters Score -577912.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -577977.437500 Penalty: 4395.651367
	Iteration 21Q: 3 clusters Score -577977.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -578035.312500 Penalty: 4395.651367
	Iteration 22Q: 3 clusters Score -578035.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -578107.312500 Penalty: 4395.651367
	Iteration 23Q: 3 clusters Score -578107.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -578183.812500 Penalty: 4395.651367
	Iteration 24Q: 3 clusters Score -578183.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -578268.812500 Penalty: 4395.651367
	Iteration 25Q: 3 clusters Score -578268.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -578411.187500 Penalty: 4395.651367
	Iteration 26Q: 3 clusters Score -578411.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -578654.187500 Penalty: 4395.651367
	Iteration 27Q: 3 clusters Score -578654.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -578875.125000 Penalty: 4395.651367
	Iteration 28Q: 3 clusters Score -578875.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -579009.750000 Penalty: 4395.651367
	Iteration 29Q: 3 clusters Score -579009.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -579085.937500 Penalty: 4395.651367
	Iteration 30Q: 3 clusters Score -579085.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -579137.500000 Penalty: 4395.651367
	Iteration 31Q: 3 clusters Score -579137.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -579166.687500 Penalty: 4395.651367
	Iteration 32Q: 3 clusters Score -579166.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -579183.687500 Penalty: 4395.651367
	Iteration 33Q: 3 clusters Score -579183.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -579195.562500 Penalty: 4395.651367
	Iteration 34Q: 3 clusters Score -579195.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -579205.437500 Penalty: 4395.651367
	Iteration 35Q: 3 clusters Score -579205.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -579212.687500 Penalty: 4395.651367
	Iteration 36Q: 3 clusters Score -579212.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -579217.000000 Penalty: 4395.651367
	Iteration 37Q: 3 clusters Score -579217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -579224.375000 Penalty: 4395.651367
	Iteration 38Q: 3 clusters Score -579224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -579230.937500 Penalty: 4395.651367
	Iteration 39Q: 3 clusters Score -579230.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -579239.312500 Penalty: 4395.651367
	Iteration 40F: 3 clusters Score -579239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -579242.125000 Penalty: 4395.651367
	Iteration 41Q: 3 clusters Score -579242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -579246.375000 Penalty: 4395.651367
	Iteration 42Q: 3 clusters Score -579246.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -579249.875000 Penalty: 4395.651367
	Iteration 43Q: 3 clusters Score -579249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -579251.625000 Penalty: 4395.651367
	Iteration 44Q: 3 clusters Score -579251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -579253.187500 Penalty: 4395.651367
	Iteration 45Q: 3 clusters Score -579253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -579254.437500 Penalty: 4395.651367
	Iteration 46Q: 3 clusters Score -579254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -579256.250000 Penalty: 4395.651367
	Iteration 47Q: 3 clusters Score -579256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -579258.125000 Penalty: 4395.651367
	Iteration 48Q: 3 clusters Score -579258.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -579262.562500 Penalty: 4395.651367
	Iteration 49Q: 3 clusters Score -579262.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -579266.062500 Penalty: 4395.651367
	Iteration 50Q: 3 clusters Score -579266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -579268.437500 Penalty: 4395.651367
	Iteration 51Q: 3 clusters Score -579268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -579272.500000 Penalty: 4395.651367
	Iteration 52Q: 3 clusters Score -579272.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -579275.812500 Penalty: 4395.651367
	Iteration 53Q: 3 clusters Score -579275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -579277.625000 Penalty: 4395.651367
	Iteration 54Q: 3 clusters Score -579277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -579280.812500 Penalty: 4395.651367
	Iteration 55Q: 3 clusters Score -579280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -579283.937500 Penalty: 4395.651367
	Iteration 56Q: 3 clusters Score -579283.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -579288.875000 Penalty: 4395.651367
	Iteration 57Q: 3 clusters Score -579288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -579292.437500 Penalty: 4395.651367
	Iteration 58Q: 3 clusters Score -579292.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -579296.812500 Penalty: 4395.651367
	Iteration 59Q: 3 clusters Score -579296.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -579299.375000 Penalty: 4395.651367
	Iteration 60F: 3 clusters Score -579299.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -579303.812500 Penalty: 4395.651367
	Iteration 61Q: 3 clusters Score -579303.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -579307.375000 Penalty: 4395.651367
	Iteration 62Q: 3 clusters Score -579307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -579312.250000 Penalty: 4395.651367
	Iteration 63Q: 3 clusters Score -579312.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -579317.125000 Penalty: 4395.651367
	Iteration 64Q: 3 clusters Score -579317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -579322.625000 Penalty: 4395.651367
	Iteration 65Q: 3 clusters Score -579322.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -579329.062500 Penalty: 4395.651367
	Iteration 66Q: 3 clusters Score -579329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -579335.437500 Penalty: 4395.651367
	Iteration 67Q: 3 clusters Score -579335.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -579340.875000 Penalty: 4395.651367
	Iteration 68Q: 3 clusters Score -579340.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -579345.875000 Penalty: 4395.651367
	Iteration 69Q: 3 clusters Score -579345.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -579351.062500 Penalty: 4395.651367
	Iteration 70Q: 3 clusters Score -579351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -579353.937500 Penalty: 4395.651367
	Iteration 71Q: 3 clusters Score -579353.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -579356.687500 Penalty: 4395.651367
	Iteration 72Q: 3 clusters Score -579356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -579358.062500 Penalty: 4395.651367
	Iteration 73Q: 3 clusters Score -579358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -579360.500000 Penalty: 4395.651367
	Iteration 74Q: 3 clusters Score -579360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -579361.250000 Penalty: 4395.651367
	Iteration 75Q: 3 clusters Score -579361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -579360.125000 Penalty: 4395.651367
	Iteration 76Q: 3 clusters Score -579360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -579360.750000 Penalty: 4395.651367
	Iteration 77Q: 3 clusters Score -579360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -579362.937500 Penalty: 4395.651367
	Iteration 78Q: 3 clusters Score -579362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -579364.687500 Penalty: 4395.651367
	Iteration 79Q: 3 clusters Score -579364.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -579364.125000 Penalty: 4395.651367
	Iteration 80F: 3 clusters Score -579364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -579364.187500 Penalty: 4395.651367
	Iteration 81Q: 3 clusters Score -579364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -579365.687500 Penalty: 4395.651367
	Iteration 82Q: 3 clusters Score -579365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -579368.250000 Penalty: 4395.651367
	Iteration 83Q: 3 clusters Score -579368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -579369.125000 Penalty: 4395.651367
	Iteration 84Q: 3 clusters Score -579369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -579369.812500 Penalty: 4395.651367
	Iteration 85Q: 3 clusters Score -579369.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -579371.812500 Penalty: 4395.651367
	Iteration 86Q: 3 clusters Score -579371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -579372.500000 Penalty: 4395.651367
	Iteration 87Q: 3 clusters Score -579372.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -579374.125000 Penalty: 4395.651367
	Iteration 88Q: 3 clusters Score -579374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -579374.687500 Penalty: 4395.651367
	Iteration 89Q: 3 clusters Score -579374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -579375.312500 Penalty: 4395.651367
	Iteration 90Q: 3 clusters Score -579375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -579375.125000 Penalty: 4395.651367
	Iteration 91Q: 3 clusters Score -579375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -579375.125000 Penalty: 4395.651367
	Iteration 92F: 3 clusters Score -579375.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -95235.843750 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -95235.84 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 786 members 
Entering Unmasked Estep 
Score: -92930.250000 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -92930.25 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -93595.343750 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -93595.34 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -93946.921875 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -93946.92 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -94248.898438 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -94248.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -94472.187500 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -94472.19 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -94620.492188 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -94620.49 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -94711.156250 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -94711.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -94761.726562 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -94761.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94811.343750 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -94811.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -94835.992188 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -94835.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94862.617188 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -94862.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -94882.765625 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -94882.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94890.593750 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -94890.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94893.179688 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -94893.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -94896.015625 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -94896.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94896.460938 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -94896.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94896.460938 Penalty: 3664.303711
	Iteration 16F: 3 clusters Score -94896.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (11105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Entering Unmasked Estep 
Score: -912656.750000 Penalty: 2310.157471
	Iteration 0F: 2 clusters Score -912656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -904259.375000 Penalty: 4620.314941
	Iteration 0F: 3 clusters Score -904259.4 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -906834.000000 Penalty: 4620.314941
	Iteration 1F: 3 clusters Score -906834 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -907196.812500 Penalty: 4620.314941
	Iteration 2F: 3 clusters Score -907196.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -907486.812500 Penalty: 4620.314941
	Iteration 3F: 3 clusters Score -907486.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -907742.062500 Penalty: 4620.314941
	Iteration 4Q: 3 clusters Score -907742.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -907947.062500 Penalty: 4620.314941
	Iteration 5Q: 3 clusters Score -907947.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -908128.187500 Penalty: 4620.314941
	Iteration 6Q: 3 clusters Score -908128.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -908349.250000 Penalty: 4620.314941
	Iteration 7Q: 3 clusters Score -908349.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -908667.437500 Penalty: 4620.314941
	Iteration 8Q: 3 clusters Score -908667.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -909058.125000 Penalty: 4620.314941
	Iteration 9Q: 3 clusters Score -909058.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -909512.937500 Penalty: 4620.314941
	Iteration 10F: 3 clusters Score -909512.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -909985.500000 Penalty: 4620.314941
	Iteration 11Q: 3 clusters Score -909985.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -910414.000000 Penalty: 4620.314941
	Iteration 12Q: 3 clusters Score -910414 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -910721.375000 Penalty: 4620.314941
	Iteration 13Q: 3 clusters Score -910721.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -910948.437500 Penalty: 4620.314941
	Iteration 14Q: 3 clusters Score -910948.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -911104.000000 Penalty: 4620.314941
	Iteration 15Q: 3 clusters Score -911104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -911209.437500 Penalty: 4620.314941
	Iteration 16Q: 3 clusters Score -911209.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -911256.625000 Penalty: 4620.314941
	Iteration 17Q: 3 clusters Score -911256.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -911286.250000 Penalty: 4620.314941
	Iteration 18Q: 3 clusters Score -911286.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -911303.187500 Penalty: 4620.314941
	Iteration 19Q: 3 clusters Score -911303.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -911317.062500 Penalty: 4620.314941
	Iteration 20F: 3 clusters Score -911317.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -911329.125000 Penalty: 4620.314941
	Iteration 21Q: 3 clusters Score -911329.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -911340.750000 Penalty: 4620.314941
	Iteration 22Q: 3 clusters Score -911340.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -911344.875000 Penalty: 4620.314941
	Iteration 23Q: 3 clusters Score -911344.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -911349.312500 Penalty: 4620.314941
	Iteration 24Q: 3 clusters Score -911349.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -911350.312500 Penalty: 4620.314941
	Iteration 25Q: 3 clusters Score -911350.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -911353.000000 Penalty: 4620.314941
	Iteration 26Q: 3 clusters Score -911353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -911359.250000 Penalty: 4620.314941
	Iteration 27Q: 3 clusters Score -911359.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -911364.312500 Penalty: 4620.314941
	Iteration 28Q: 3 clusters Score -911364.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -911373.000000 Penalty: 4620.314941
	Iteration 29Q: 3 clusters Score -911373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -911378.625000 Penalty: 4620.314941
	Iteration 30Q: 3 clusters Score -911378.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -911384.812500 Penalty: 4620.314941
	Iteration 31Q: 3 clusters Score -911384.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -911387.375000 Penalty: 4620.314941
	Iteration 32Q: 3 clusters Score -911387.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -911392.562500 Penalty: 4620.314941
	Iteration 33Q: 3 clusters Score -911392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -911397.062500 Penalty: 4620.314941
	Iteration 34Q: 3 clusters Score -911397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -911396.625000 Penalty: 4620.314941
	Iteration 35Q: 3 clusters Score -911396.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -911396.625000 Penalty: 4620.314941
	Iteration 36Q: 3 clusters Score -911396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -911399.062500 Penalty: 4620.314941
	Iteration 37Q: 3 clusters Score -911399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -911403.062500 Penalty: 4620.314941
	Iteration 38Q: 3 clusters Score -911403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -911400.500000 Penalty: 4620.314941
	Iteration 39Q: 3 clusters Score -911400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -911402.625000 Penalty: 4620.314941
	Iteration 40F: 3 clusters Score -911402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -911401.312500 Penalty: 4620.314941
	Iteration 41Q: 3 clusters Score -911401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -911401.812500 Penalty: 4620.314941
	Iteration 42Q: 3 clusters Score -911401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -911401.625000 Penalty: 4620.314941
	Iteration 43Q: 3 clusters Score -911401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -911400.812500 Penalty: 4620.314941
	Iteration 44Q: 3 clusters Score -911400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -911401.937500 Penalty: 4620.314941
	Iteration 45Q: 3 clusters Score -911401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -911403.875000 Penalty: 4620.314941
	Iteration 46Q: 3 clusters Score -911403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -911403.750000 Penalty: 4620.314941
	Iteration 47Q: 3 clusters Score -911403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -911404.187500 Penalty: 4620.314941
	Iteration 48Q: 3 clusters Score -911404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -911405.062500 Penalty: 4620.314941
	Iteration 49Q: 3 clusters Score -911405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -911406.937500 Penalty: 4620.314941
	Iteration 50Q: 3 clusters Score -911406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -911407.187500 Penalty: 4620.314941
	Iteration 51Q: 3 clusters Score -911407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -911406.375000 Penalty: 4620.314941
	Iteration 52Q: 3 clusters Score -911406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -911405.375000 Penalty: 4620.314941
	Iteration 53Q: 3 clusters Score -911405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -911406.250000 Penalty: 4620.314941
	Iteration 54Q: 3 clusters Score -911406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -911407.375000 Penalty: 4620.314941
	Iteration 55Q: 3 clusters Score -911407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -911410.312500 Penalty: 4620.314941
	Iteration 56Q: 3 clusters Score -911410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -911409.062500 Penalty: 4620.314941
	Iteration 57Q: 3 clusters Score -911409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -911410.062500 Penalty: 4620.314941
	Iteration 58Q: 3 clusters Score -911410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -911411.250000 Penalty: 4620.314941
	Iteration 59Q: 3 clusters Score -911411.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -911414.562500 Penalty: 4620.314941
	Iteration 60F: 3 clusters Score -911414.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -911415.125000 Penalty: 4620.314941
	Iteration 61Q: 3 clusters Score -911415.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -911417.625000 Penalty: 4620.314941
	Iteration 62Q: 3 clusters Score -911417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -911416.937500 Penalty: 4620.314941
	Iteration 63Q: 3 clusters Score -911416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -911417.937500 Penalty: 4620.314941
	Iteration 64Q: 3 clusters Score -911417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -911418.750000 Penalty: 4620.314941
	Iteration 65Q: 3 clusters Score -911418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -911418.250000 Penalty: 4620.314941
	Iteration 66Q: 3 clusters Score -911418.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -911418.250000 Penalty: 4620.314941
	Iteration 67F: 3 clusters Score -911418.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Entering Unmasked Estep 
Score: -1844902.625000 Penalty: 2469.953369
	Iteration 0F: 2 clusters Score -1844903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1830075.500000 Penalty: 4939.906738
	Iteration 0F: 3 clusters Score -1830076 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1835080.000000 Penalty: 4939.906738
	Iteration 1F: 3 clusters Score -1835080 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1835459.500000 Penalty: 4939.906738
	Iteration 2F: 3 clusters Score -1835460 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1835750.000000 Penalty: 4939.906738
	Iteration 3Q: 3 clusters Score -1835750 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1835986.500000 Penalty: 4939.906738
	Iteration 4Q: 3 clusters Score -1835986 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1836198.625000 Penalty: 4939.906738
	Iteration 5Q: 3 clusters Score -1836199 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1836379.000000 Penalty: 4939.906738
	Iteration 6Q: 3 clusters Score -1836379 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1836608.250000 Penalty: 4939.906738
	Iteration 7Q: 3 clusters Score -1836608 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1836898.625000 Penalty: 4939.906738
	Iteration 8Q: 3 clusters Score -1836899 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1837231.000000 Penalty: 4939.906738
	Iteration 9Q: 3 clusters Score -1837231 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1837616.875000 Penalty: 4939.906738
	Iteration 10Q: 3 clusters Score -1837617 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1838022.375000 Penalty: 4939.906738
	Iteration 11Q: 3 clusters Score -1838022 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1838461.750000 Penalty: 4939.906738
	Iteration 12Q: 3 clusters Score -1838462 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1838836.000000 Penalty: 4939.906738
	Iteration 13Q: 3 clusters Score -1838836 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1839161.125000 Penalty: 4939.906738
	Iteration 14Q: 3 clusters Score -1839161 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1839444.375000 Penalty: 4939.906738
	Iteration 15Q: 3 clusters Score -1839444 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1839693.125000 Penalty: 4939.906738
	Iteration 16Q: 3 clusters Score -1839693 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1839881.250000 Penalty: 4939.906738
	Iteration 17Q: 3 clusters Score -1839881 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1840047.875000 Penalty: 4939.906738
	Iteration 18Q: 3 clusters Score -1840048 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1840187.375000 Penalty: 4939.906738
	Iteration 19Q: 3 clusters Score -1840187 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1840325.875000 Penalty: 4939.906738
	Iteration 20F: 3 clusters Score -1840326 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1840439.750000 Penalty: 4939.906738
	Iteration 21Q: 3 clusters Score -1840440 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1840546.375000 Penalty: 4939.906738
	Iteration 22Q: 3 clusters Score -1840546 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1840684.250000 Penalty: 4939.906738
	Iteration 23Q: 3 clusters Score -1840684 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1840808.625000 Penalty: 4939.906738
	Iteration 24Q: 3 clusters Score -1840809 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1840932.500000 Penalty: 4939.906738
	Iteration 25Q: 3 clusters Score -1840932 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1841063.125000 Penalty: 4939.906738
	Iteration 26Q: 3 clusters Score -1841063 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1841209.125000 Penalty: 4939.906738
	Iteration 27Q: 3 clusters Score -1841209 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1841376.000000 Penalty: 4939.906738
	Iteration 28Q: 3 clusters Score -1841376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1841502.125000 Penalty: 4939.906738
	Iteration 29Q: 3 clusters Score -1841502 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1841630.375000 Penalty: 4939.906738
	Iteration 30Q: 3 clusters Score -1841630 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1841794.375000 Penalty: 4939.906738
	Iteration 31Q: 3 clusters Score -1841794 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1841932.000000 Penalty: 4939.906738
	Iteration 32Q: 3 clusters Score -1841932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1842030.500000 Penalty: 4939.906738
	Iteration 33Q: 3 clusters Score -1842030 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1842128.750000 Penalty: 4939.906738
	Iteration 34Q: 3 clusters Score -1842129 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1842200.125000 Penalty: 4939.906738
	Iteration 35Q: 3 clusters Score -1842200 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1842284.000000 Penalty: 4939.906738
	Iteration 36Q: 3 clusters Score -1842284 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1842371.375000 Penalty: 4939.906738
	Iteration 37Q: 3 clusters Score -1842371 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1842440.000000 Penalty: 4939.906738
	Iteration 38Q: 3 clusters Score -1842440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1842498.125000 Penalty: 4939.906738
	Iteration 39Q: 3 clusters Score -1842498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1842550.375000 Penalty: 4939.906738
	Iteration 40F: 3 clusters Score -1842550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1842577.000000 Penalty: 4939.906738
	Iteration 41Q: 3 clusters Score -1842577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1842595.125000 Penalty: 4939.906738
	Iteration 42Q: 3 clusters Score -1842595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1842606.875000 Penalty: 4939.906738
	Iteration 43Q: 3 clusters Score -1842607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1842615.750000 Penalty: 4939.906738
	Iteration 44Q: 3 clusters Score -1842616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1842629.750000 Penalty: 4939.906738
	Iteration 45Q: 3 clusters Score -1842630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1842639.375000 Penalty: 4939.906738
	Iteration 46Q: 3 clusters Score -1842639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1842651.875000 Penalty: 4939.906738
	Iteration 47Q: 3 clusters Score -1842652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1842663.375000 Penalty: 4939.906738
	Iteration 48Q: 3 clusters Score -1842663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1842685.750000 Penalty: 4939.906738
	Iteration 49Q: 3 clusters Score -1842686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1842710.250000 Penalty: 4939.906738
	Iteration 50Q: 3 clusters Score -1842710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1842722.750000 Penalty: 4939.906738
	Iteration 51Q: 3 clusters Score -1842723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1842742.500000 Penalty: 4939.906738
	Iteration 52Q: 3 clusters Score -1842742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1842745.000000 Penalty: 4939.906738
	Iteration 53Q: 3 clusters Score -1842745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1842753.250000 Penalty: 4939.906738
	Iteration 54Q: 3 clusters Score -1842753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1842755.500000 Penalty: 4939.906738
	Iteration 55Q: 3 clusters Score -1842756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1842765.750000 Penalty: 4939.906738
	Iteration 56Q: 3 clusters Score -1842766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1842769.000000 Penalty: 4939.906738
	Iteration 57Q: 3 clusters Score -1842769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1842771.125000 Penalty: 4939.906738
	Iteration 58Q: 3 clusters Score -1842771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1842774.375000 Penalty: 4939.906738
	Iteration 59Q: 3 clusters Score -1842774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1842775.500000 Penalty: 4939.906738
	Iteration 60F: 3 clusters Score -1842776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1842776.375000 Penalty: 4939.906738
	Iteration 61Q: 3 clusters Score -1842776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1842776.375000 Penalty: 4939.906738
	Iteration 62Q: 3 clusters Score -1842776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1842778.500000 Penalty: 4939.906738
	Iteration 63Q: 3 clusters Score -1842778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1842778.375000 Penalty: 4939.906738
	Iteration 64Q: 3 clusters Score -1842778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1842781.000000 Penalty: 4939.906738
	Iteration 65Q: 3 clusters Score -1842781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1842781.875000 Penalty: 4939.906738
	Iteration 66Q: 3 clusters Score -1842782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1842780.250000 Penalty: 4939.906738
	Iteration 67Q: 3 clusters Score -1842780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1842780.250000 Penalty: 4939.906738
	Iteration 68F: 3 clusters Score -1842780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -310042.468750 Penalty: 2053.553467
	Iteration 0F: 2 clusters Score -310042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -306129.468750 Penalty: 4107.106934
	Iteration 0F: 3 clusters Score -306129.5 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -307068.906250 Penalty: 4107.106934
	Iteration 1F: 3 clusters Score -307068.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -307383.062500 Penalty: 4107.106934
	Iteration 2F: 3 clusters Score -307383.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -307731.500000 Penalty: 4107.106934
	Iteration 3F: 3 clusters Score -307731.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -308199.093750 Penalty: 4107.106934
	Iteration 4F: 3 clusters Score -308199.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -308645.750000 Penalty: 4107.106934
	Iteration 5F: 3 clusters Score -308645.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -309039.593750 Penalty: 4107.106934
	Iteration 6F: 3 clusters Score -309039.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -309272.250000 Penalty: 4107.106934
	Iteration 7Q: 3 clusters Score -309272.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -309392.125000 Penalty: 4107.106934
	Iteration 8Q: 3 clusters Score -309392.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -309460.500000 Penalty: 4107.106934
	Iteration 9Q: 3 clusters Score -309460.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -309522.250000 Penalty: 4107.106934
	Iteration 10Q: 3 clusters Score -309522.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -309566.593750 Penalty: 4107.106934
	Iteration 11Q: 3 clusters Score -309566.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -309606.156250 Penalty: 4107.106934
	Iteration 12Q: 3 clusters Score -309606.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -309629.281250 Penalty: 4107.106934
	Iteration 13Q: 3 clusters Score -309629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -309640.750000 Penalty: 4107.106934
	Iteration 14Q: 3 clusters Score -309640.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -309650.187500 Penalty: 4107.106934
	Iteration 15Q: 3 clusters Score -309650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -309655.281250 Penalty: 4107.106934
	Iteration 16Q: 3 clusters Score -309655.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -309659.187500 Penalty: 4107.106934
	Iteration 17Q: 3 clusters Score -309659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -309662.062500 Penalty: 4107.106934
	Iteration 18Q: 3 clusters Score -309662.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -309669.281250 Penalty: 4107.106934
	Iteration 19Q: 3 clusters Score -309669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -309672.562500 Penalty: 4107.106934
	Iteration 20F: 3 clusters Score -309672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -309674.531250 Penalty: 4107.106934
	Iteration 21Q: 3 clusters Score -309674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -309677.093750 Penalty: 4107.106934
	Iteration 22Q: 3 clusters Score -309677.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -309680.000000 Penalty: 4107.106934
	Iteration 23Q: 3 clusters Score -309680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -309681.562500 Penalty: 4107.106934
	Iteration 24Q: 3 clusters Score -309681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -309681.562500 Penalty: 4107.106934
	Iteration 25F: 3 clusters Score -309681.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -160009.843750 Penalty: 1906.736938
	Iteration 0F: 2 clusters Score -160009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -157301.359375 Penalty: 3813.473877
	Iteration 0F: 3 clusters Score -157301.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -157797.734375 Penalty: 3813.473877
	Iteration 1F: 3 clusters Score -157797.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -157917.015625 Penalty: 3813.473877
	Iteration 2F: 3 clusters Score -157917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -157981.734375 Penalty: 3813.473877
	Iteration 3Q: 3 clusters Score -157981.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -158038.937500 Penalty: 3813.473877
	Iteration 4Q: 3 clusters Score -158038.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -158083.890625 Penalty: 3813.473877
	Iteration 5Q: 3 clusters Score -158083.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158110.000000 Penalty: 3813.473877
	Iteration 6Q: 3 clusters Score -158110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -158129.890625 Penalty: 3813.473877
	Iteration 7Q: 3 clusters Score -158129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -158142.546875 Penalty: 3813.473877
	Iteration 8Q: 3 clusters Score -158142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -158150.531250 Penalty: 3813.473877
	Iteration 9Q: 3 clusters Score -158150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -158156.406250 Penalty: 3813.473877
	Iteration 10Q: 3 clusters Score -158156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -158159.437500 Penalty: 3813.473877
	Iteration 11Q: 3 clusters Score -158159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158163.718750 Penalty: 3813.473877
	Iteration 12Q: 3 clusters Score -158163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -158166.640625 Penalty: 3813.473877
	Iteration 13Q: 3 clusters Score -158166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -158168.562500 Penalty: 3813.473877
	Iteration 14Q: 3 clusters Score -158168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -158169.921875 Penalty: 3813.473877
	Iteration 15Q: 3 clusters Score -158169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -158172.000000 Penalty: 3813.473877
	Iteration 16Q: 3 clusters Score -158172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -158174.265625 Penalty: 3813.473877
	Iteration 17Q: 3 clusters Score -158174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158176.218750 Penalty: 3813.473877
	Iteration 18Q: 3 clusters Score -158176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -158177.453125 Penalty: 3813.473877
	Iteration 19Q: 3 clusters Score -158177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -158180.765625 Penalty: 3813.473877
	Iteration 20F: 3 clusters Score -158180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -158183.609375 Penalty: 3813.473877
	Iteration 21Q: 3 clusters Score -158183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158185.234375 Penalty: 3813.473877
	Iteration 22Q: 3 clusters Score -158185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158186.093750 Penalty: 3813.473877
	Iteration 23Q: 3 clusters Score -158186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158186.093750 Penalty: 3813.473877
	Iteration 24F: 3 clusters Score -158186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -91437.945312 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -91437.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -89399.851562 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -89399.85 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -89818.609375 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -89818.61 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89945.804688 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -89945.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -90041.632812 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -90041.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -90123.140625 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -90123.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -90168.632812 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -90168.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -90189.820312 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -90189.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90215.203125 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -90215.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -90244.804688 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -90244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -90254.421875 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -90254.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -90260.718750 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -90260.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -90267.070312 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -90267.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -90274.914062 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -90274.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90282.484375 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -90282.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90292.445312 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -90292.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90309.351562 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -90309.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90326.140625 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -90326.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -90339.812500 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -90339.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90353.968750 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -90353.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -90371.890625 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -90371.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -90378.875000 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -90378.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90383.531250 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -90383.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -90389.726562 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -90389.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90390.859375 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -90390.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90396.914062 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -90396.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -90402.023438 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -90402.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -90402.742188 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -90402.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -90402.742188 Penalty: 3504.120605
	Iteration 27F: 3 clusters Score -90402.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -503898.125000 Penalty: 2166.130859
	Iteration 0F: 2 clusters Score -503898.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -498575.468750 Penalty: 4332.261719
	Iteration 0F: 3 clusters Score -498575.5 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -500077.718750 Penalty: 4332.261719
	Iteration 1F: 3 clusters Score -500077.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -500563.250000 Penalty: 4332.261719
	Iteration 2F: 3 clusters Score -500563.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -501323.156250 Penalty: 4332.261719
	Iteration 3F: 3 clusters Score -501323.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -502445.156250 Penalty: 4332.261719
	Iteration 4F: 3 clusters Score -502445.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -503472.656250 Penalty: 4332.261719
	Iteration 5F: 3 clusters Score -503472.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -504081.406250 Penalty: 4332.261719
	Iteration 6F: 3 clusters Score -504081.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -504350.750000 Penalty: 4332.261719
	Iteration 7Q: 3 clusters Score -504350.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -504423.250000 Penalty: 4332.261719
	Iteration 8Q: 3 clusters Score -504423.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -504447.687500 Penalty: 4332.261719
	Iteration 9Q: 3 clusters Score -504447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -504454.468750 Penalty: 4332.261719
	Iteration 10Q: 3 clusters Score -504454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -504458.843750 Penalty: 4332.261719
	Iteration 11Q: 3 clusters Score -504458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -504462.531250 Penalty: 4332.261719
	Iteration 12Q: 3 clusters Score -504462.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -504465.875000 Penalty: 4332.261719
	Iteration 13Q: 3 clusters Score -504465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -504469.093750 Penalty: 4332.261719
	Iteration 14Q: 3 clusters Score -504469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -504470.125000 Penalty: 4332.261719
	Iteration 15Q: 3 clusters Score -504470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -504471.187500 Penalty: 4332.261719
	Iteration 16Q: 3 clusters Score -504471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -504472.375000 Penalty: 4332.261719
	Iteration 17Q: 3 clusters Score -504472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -504471.781250 Penalty: 4332.261719
	Iteration 18Q: 3 clusters Score -504471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -504471.843750 Penalty: 4332.261719
	Iteration 19Q: 3 clusters Score -504471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -504471.843750 Penalty: 4332.261719
	Iteration 20F: 3 clusters Score -504471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18983 members 
Mstep: Class 28 contains 38431 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57438 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21152 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 1882 members 
Mstep: Class 53 contains 4987 members 
Mstep: Class 54 contains 6589 members 
Mstep: Class 55 contains 4331 members 
Entering Unmasked Estep 
Score: -51171460.000000 Penalty: 182728.750000
Splitting cluster 52 changes total score from -51171612.000000 to -51171460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -395827.750000 Penalty: 2111.618408
	Iteration 0F: 2 clusters Score -395827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -391319.093750 Penalty: 4223.236816
	Iteration 0F: 3 clusters Score -391319.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -392803.250000 Penalty: 4223.236816
	Iteration 1F: 3 clusters Score -392803.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -393537.468750 Penalty: 4223.236816
	Iteration 2F: 3 clusters Score -393537.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -394132.875000 Penalty: 4223.236816
	Iteration 3F: 3 clusters Score -394132.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -394490.125000 Penalty: 4223.236816
	Iteration 4F: 3 clusters Score -394490.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -394739.375000 Penalty: 4223.236816
	Iteration 5F: 3 clusters Score -394739.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -394909.250000 Penalty: 4223.236816
	Iteration 6Q: 3 clusters Score -394909.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -395058.718750 Penalty: 4223.236816
	Iteration 7Q: 3 clusters Score -395058.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -395224.187500 Penalty: 4223.236816
	Iteration 8Q: 3 clusters Score -395224.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -395397.812500 Penalty: 4223.236816
	Iteration 9Q: 3 clusters Score -395397.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -395501.843750 Penalty: 4223.236816
	Iteration 10Q: 3 clusters Score -395501.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -395580.906250 Penalty: 4223.236816
	Iteration 11Q: 3 clusters Score -395580.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -395615.281250 Penalty: 4223.236816
	Iteration 12Q: 3 clusters Score -395615.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -395632.750000 Penalty: 4223.236816
	Iteration 13Q: 3 clusters Score -395632.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -395643.718750 Penalty: 4223.236816
	Iteration 14Q: 3 clusters Score -395643.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -395649.031250 Penalty: 4223.236816
	Iteration 15Q: 3 clusters Score -395649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -395654.937500 Penalty: 4223.236816
	Iteration 16Q: 3 clusters Score -395654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -395659.437500 Penalty: 4223.236816
	Iteration 17Q: 3 clusters Score -395659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -395664.062500 Penalty: 4223.236816
	Iteration 18Q: 3 clusters Score -395664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -395665.687500 Penalty: 4223.236816
	Iteration 19Q: 3 clusters Score -395665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -395667.500000 Penalty: 4223.236816
	Iteration 20F: 3 clusters Score -395667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -395667.343750 Penalty: 4223.236816
	Iteration 21Q: 3 clusters Score -395667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -395667.343750 Penalty: 4223.236816
	Iteration 22F: 3 clusters Score -395667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39464 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 5707 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18983 members 
Mstep: Class 28 contains 38431 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57438 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13234 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23764 members 
Mstep: Class 42 contains 10380 members 
Mstep: Class 43 contains 6620 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11105 members 
Mstep: Class 48 contains 21152 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172516.000000 Penalty: 179406.406250
Iteration 159Q: 55 clusters Score -5.117252e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39463 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9160 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22101 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11101 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60855 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 18934 members 
Mstep: Class 28 contains 38430 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16294 members 
Mstep: Class 31 contains 57437 members 
Mstep: Class 32 contains 1888 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12531 members 
Mstep: Class 36 contains 21597 members 
Mstep: Class 37 contains 12637 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13195 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23840 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6623 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7060 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 11341 members 
Mstep: Class 48 contains 21153 members 
Mstep: Class 49 contains 3949 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6211 members 
Mstep: Class 53 contains 4989 members 
Mstep: Class 54 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173020.000000 Penalty: 179406.406250
Iteration 160F: 55 clusters Score -5.117302e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39463 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21535 members 
Mstep: Class 8 contains 15372 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9108 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22102 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60856 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18937 members 
Mstep: Class 28 contains 38426 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16294 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21599 members 
Mstep: Class 37 contains 12632 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13160 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23859 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6625 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7059 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11191 members 
Mstep: Class 48 contains 21154 members 
Mstep: Class 49 contains 3949 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6211 members 
Mstep: Class 53 contains 4991 members 
Mstep: Class 54 contains 6563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173260.000000 Penalty: 179406.406250
Iteration 161Q: 55 clusters Score -5.117326e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14490 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39462 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15371 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9078 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22101 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11104 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60859 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18955 members 
Mstep: Class 28 contains 38421 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 12641 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13123 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23874 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6627 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7058 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11093 members 
Mstep: Class 48 contains 21154 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4990 members 
Mstep: Class 54 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173356.000000 Penalty: 179406.406250
Iteration 162Q: 55 clusters Score -5.117336e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14480 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39461 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15371 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9050 members 
Mstep: Class 14 contains 8866 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22103 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60863 members 
Mstep: Class 23 contains 15774 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18969 members 
Mstep: Class 28 contains 38421 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1886 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 12644 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13102 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23875 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6626 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 11034 members 
Mstep: Class 48 contains 21155 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6214 members 
Mstep: Class 53 contains 4989 members 
Mstep: Class 54 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173448.000000 Penalty: 179406.406250
Iteration 163Q: 55 clusters Score -5.117345e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14463 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39463 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15371 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9027 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22103 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11102 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60868 members 
Mstep: Class 23 contains 15773 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 18979 members 
Mstep: Class 28 contains 38424 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 12641 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13094 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23875 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6628 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 10970 members 
Mstep: Class 48 contains 21157 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6211 members 
Mstep: Class 53 contains 4990 members 
Mstep: Class 54 contains 6859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173508.000000 Penalty: 179406.406250
Iteration 164Q: 55 clusters Score -5.117351e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14449 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39463 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15369 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 9009 members 
Mstep: Class 14 contains 8865 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22107 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60870 members 
Mstep: Class 23 contains 15773 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 18978 members 
Mstep: Class 28 contains 38426 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 12643 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13080 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23879 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6629 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 10909 members 
Mstep: Class 48 contains 21158 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2184 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 4989 members 
Mstep: Class 54 contains 6938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173636.000000 Penalty: 179406.406250
Iteration 165Q: 55 clusters Score -5.117364e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39460 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15369 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8994 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60872 members 
Mstep: Class 23 contains 15771 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 18989 members 
Mstep: Class 28 contains 38432 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21602 members 
Mstep: Class 37 contains 12642 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13072 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23874 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6633 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 10835 members 
Mstep: Class 48 contains 21156 members 
Mstep: Class 49 contains 3949 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6215 members 
Mstep: Class 53 contains 4989 members 
Mstep: Class 54 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173756.000000 Penalty: 179406.406250
Iteration 166Q: 55 clusters Score -5.117376e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39454 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15369 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8974 members 
Mstep: Class 14 contains 8864 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22119 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60872 members 
Mstep: Class 23 contains 15770 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19003 members 
Mstep: Class 28 contains 38440 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57436 members 
Mstep: Class 32 contains 1879 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21604 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13064 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23880 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6635 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 10746 members 
Mstep: Class 48 contains 21155 members 
Mstep: Class 49 contains 3948 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6220 members 
Mstep: Class 53 contains 4992 members 
Mstep: Class 54 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173772.000000 Penalty: 179406.406250
Iteration 167Q: 55 clusters Score -5.117377e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 14394 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15366 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8948 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 22124 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11111 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60873 members 
Mstep: Class 23 contains 15769 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1921 members 
Mstep: Class 27 contains 19019 members 
Mstep: Class 28 contains 38447 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57436 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21609 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13064 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23882 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7055 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10657 members 
Mstep: Class 48 contains 21157 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6223 members 
Mstep: Class 53 contains 4996 members 
Mstep: Class 54 contains 7170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173728.000000 Penalty: 179406.406250
Iteration 168Q: 55 clusters Score -5.117373e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 14382 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39449 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15365 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8930 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22134 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60876 members 
Mstep: Class 23 contains 15765 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19039 members 
Mstep: Class 28 contains 38449 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16287 members 
Mstep: Class 31 contains 57436 members 
Mstep: Class 32 contains 1872 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21613 members 
Mstep: Class 37 contains 12651 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13059 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23888 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10578 members 
Mstep: Class 48 contains 21159 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6226 members 
Mstep: Class 53 contains 4997 members 
Mstep: Class 54 contains 7228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173828.000000 Penalty: 179406.406250
Iteration 169Q: 55 clusters Score -5.117383e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 14370 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39444 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8904 members 
Mstep: Class 14 contains 8863 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22146 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11112 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60877 members 
Mstep: Class 23 contains 15764 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19057 members 
Mstep: Class 28 contains 38453 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21617 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13062 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23892 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6637 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10501 members 
Mstep: Class 48 contains 21163 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6226 members 
Mstep: Class 53 contains 4994 members 
Mstep: Class 54 contains 7290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173928.000000 Penalty: 179406.406250
Iteration 170Q: 55 clusters Score -5.117393e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 14352 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39442 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22154 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60879 members 
Mstep: Class 23 contains 15764 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19078 members 
Mstep: Class 28 contains 38456 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16281 members 
Mstep: Class 31 contains 57433 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21620 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13056 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23899 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6639 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10426 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 3950 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6228 members 
Mstep: Class 53 contains 4994 members 
Mstep: Class 54 contains 7346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173932.000000 Penalty: 179406.406250
Iteration 171Q: 55 clusters Score -5.117393e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14332 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39445 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15365 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 22163 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60882 members 
Mstep: Class 23 contains 15764 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19100 members 
Mstep: Class 28 contains 38456 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16281 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21620 members 
Mstep: Class 37 contains 12657 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13049 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23897 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6639 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10349 members 
Mstep: Class 48 contains 21172 members 
Mstep: Class 49 contains 3949 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6228 members 
Mstep: Class 53 contains 4994 members 
Mstep: Class 54 contains 7408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174012.000000 Penalty: 179406.406250
Iteration 172Q: 55 clusters Score -5.117401e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14314 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 39443 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8859 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22165 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60887 members 
Mstep: Class 23 contains 15764 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19117 members 
Mstep: Class 28 contains 38451 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21621 members 
Mstep: Class 37 contains 12654 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13038 members 
Mstep: Class 40 contains 1272 members 
Mstep: Class 41 contains 23899 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6640 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7056 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10278 members 
Mstep: Class 48 contains 21179 members 
Mstep: Class 49 contains 3949 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6226 members 
Mstep: Class 53 contains 5000 members 
Mstep: Class 54 contains 7471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174072.000000 Penalty: 179406.406250
Iteration 173Q: 55 clusters Score -5.117407e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14293 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39438 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22170 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 60889 members 
Mstep: Class 23 contains 15763 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 19132 members 
Mstep: Class 28 contains 38447 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21622 members 
Mstep: Class 37 contains 12656 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13032 members 
Mstep: Class 40 contains 1270 members 
Mstep: Class 41 contains 23899 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6641 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7055 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10211 members 
Mstep: Class 48 contains 21184 members 
Mstep: Class 49 contains 3947 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6224 members 
Mstep: Class 53 contains 5005 members 
Mstep: Class 54 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174160.000000 Penalty: 179406.406250
Iteration 174Q: 55 clusters Score -5.117416e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14273 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39433 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15363 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 22174 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60888 members 
Mstep: Class 23 contains 15762 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 19148 members 
Mstep: Class 28 contains 38443 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16286 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21627 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 13013 members 
Mstep: Class 40 contains 1270 members 
Mstep: Class 41 contains 23894 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6641 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7055 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10173 members 
Mstep: Class 48 contains 21193 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6222 members 
Mstep: Class 53 contains 5009 members 
Mstep: Class 54 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174156.000000 Penalty: 179406.406250
Iteration 175Q: 55 clusters Score -5.117416e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14256 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39429 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21534 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 22178 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60889 members 
Mstep: Class 23 contains 15761 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 19164 members 
Mstep: Class 28 contains 38440 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21628 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12996 members 
Mstep: Class 40 contains 1269 members 
Mstep: Class 41 contains 23888 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6639 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7054 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10134 members 
Mstep: Class 48 contains 21198 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6220 members 
Mstep: Class 53 contains 5012 members 
Mstep: Class 54 contains 7630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173996.000000 Penalty: 179406.406250
Iteration 176Q: 55 clusters Score -5.1174e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14232 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39425 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 15364 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8829 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22183 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 60888 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19183 members 
Mstep: Class 28 contains 38433 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16284 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21630 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12979 members 
Mstep: Class 40 contains 1269 members 
Mstep: Class 41 contains 23885 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7052 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10092 members 
Mstep: Class 48 contains 21207 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6220 members 
Mstep: Class 53 contains 5016 members 
Mstep: Class 54 contains 7675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174076.000000 Penalty: 179406.406250
Iteration 177Q: 55 clusters Score -5.117408e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39423 members 
Mstep: Class 6 contains 9713 members 
Mstep: Class 7 contains 21533 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8821 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 22183 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60892 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19202 members 
Mstep: Class 28 contains 38430 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21633 members 
Mstep: Class 37 contains 12640 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12961 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23884 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6637 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10041 members 
Mstep: Class 48 contains 21210 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6221 members 
Mstep: Class 53 contains 5018 members 
Mstep: Class 54 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174088.000000 Penalty: 179406.406250
Iteration 178Q: 55 clusters Score -5.117409e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14172 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39423 members 
Mstep: Class 6 contains 9713 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8811 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 22184 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60895 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19211 members 
Mstep: Class 28 contains 38428 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16283 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21639 members 
Mstep: Class 37 contains 12638 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12943 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23883 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6636 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 10023 members 
Mstep: Class 48 contains 21212 members 
Mstep: Class 49 contains 3946 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6220 members 
Mstep: Class 53 contains 5018 members 
Mstep: Class 54 contains 7771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174056.000000 Penalty: 179406.406250
Iteration 179Q: 55 clusters Score -5.117406e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14135 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39422 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8808 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 22185 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60898 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19220 members 
Mstep: Class 28 contains 38423 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16281 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1874 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21641 members 
Mstep: Class 37 contains 12641 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12928 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23873 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6637 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9996 members 
Mstep: Class 48 contains 21217 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6219 members 
Mstep: Class 53 contains 5016 members 
Mstep: Class 54 contains 7815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174112.000000 Penalty: 179406.406250
Iteration 180F: 55 clusters Score -5.117411e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14106 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39421 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21532 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8805 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 22183 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60899 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19226 members 
Mstep: Class 28 contains 38423 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16280 members 
Mstep: Class 31 contains 57432 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 12638 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12909 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23875 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6637 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9966 members 
Mstep: Class 48 contains 21218 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6219 members 
Mstep: Class 53 contains 5017 members 
Mstep: Class 54 contains 7861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174224.000000 Penalty: 179406.406250
Iteration 181Q: 55 clusters Score -5.117422e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14073 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39420 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21531 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 7065 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8805 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 22185 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 60900 members 
Mstep: Class 23 contains 15755 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19232 members 
Mstep: Class 28 contains 38423 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16280 members 
Mstep: Class 31 contains 57433 members 
Mstep: Class 32 contains 1872 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12534 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 12644 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12901 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23870 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9931 members 
Mstep: Class 48 contains 21221 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6217 members 
Mstep: Class 53 contains 5019 members 
Mstep: Class 54 contains 7893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174124.000000 Penalty: 179406.406250
Iteration 182Q: 55 clusters Score -5.117412e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14042 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39417 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21530 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 7066 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8804 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 22186 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 60897 members 
Mstep: Class 23 contains 15754 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19237 members 
Mstep: Class 28 contains 38422 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16279 members 
Mstep: Class 31 contains 57433 members 
Mstep: Class 32 contains 1870 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12536 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 12642 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12893 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6640 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9901 members 
Mstep: Class 48 contains 21222 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2183 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6216 members 
Mstep: Class 53 contains 5018 members 
Mstep: Class 54 contains 7926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174196.000000 Penalty: 179406.406250
Iteration 183Q: 55 clusters Score -5.11742e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39414 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21529 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8801 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 22188 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60896 members 
Mstep: Class 23 contains 15753 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19245 members 
Mstep: Class 28 contains 38419 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16280 members 
Mstep: Class 31 contains 57433 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12537 members 
Mstep: Class 36 contains 21642 members 
Mstep: Class 37 contains 12638 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12885 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23876 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6642 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7051 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9876 members 
Mstep: Class 48 contains 21222 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2182 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6216 members 
Mstep: Class 53 contains 5020 members 
Mstep: Class 54 contains 7957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174180.000000 Penalty: 179406.406250
Iteration 184Q: 55 clusters Score -5.117418e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39412 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8800 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 22189 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60897 members 
Mstep: Class 23 contains 15753 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19249 members 
Mstep: Class 28 contains 38416 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16279 members 
Mstep: Class 31 contains 57433 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12537 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 12639 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12875 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6648 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9844 members 
Mstep: Class 48 contains 21222 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6216 members 
Mstep: Class 53 contains 5020 members 
Mstep: Class 54 contains 7998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174300.000000 Penalty: 179406.406250
Iteration 185Q: 55 clusters Score -5.11743e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13966 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39409 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8793 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 22189 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60899 members 
Mstep: Class 23 contains 15753 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19252 members 
Mstep: Class 28 contains 38414 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16279 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12537 members 
Mstep: Class 36 contains 21643 members 
Mstep: Class 37 contains 12641 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12863 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23878 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6647 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9815 members 
Mstep: Class 48 contains 21223 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6215 members 
Mstep: Class 53 contains 5023 members 
Mstep: Class 54 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174320.000000 Penalty: 179406.406250
Iteration 186Q: 55 clusters Score -5.117432e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13932 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39408 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8786 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 22190 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60898 members 
Mstep: Class 23 contains 15752 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19254 members 
Mstep: Class 28 contains 38414 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16282 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12537 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 12643 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12855 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6647 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9786 members 
Mstep: Class 48 contains 21223 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6213 members 
Mstep: Class 53 contains 5026 members 
Mstep: Class 54 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174356.000000 Penalty: 179406.406250
Iteration 187Q: 55 clusters Score -5.117436e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39403 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22196 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60898 members 
Mstep: Class 23 contains 15752 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19263 members 
Mstep: Class 28 contains 38415 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16282 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12537 members 
Mstep: Class 36 contains 21644 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12849 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23873 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6647 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9755 members 
Mstep: Class 48 contains 21223 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6210 members 
Mstep: Class 53 contains 5028 members 
Mstep: Class 54 contains 8102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174356.000000 Penalty: 179406.406250
Iteration 188Q: 55 clusters Score -5.117436e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39397 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8780 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22200 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60899 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19263 members 
Mstep: Class 28 contains 38417 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16282 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21647 members 
Mstep: Class 37 contains 12645 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12838 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23873 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6647 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1617 members 
Mstep: Class 47 contains 9744 members 
Mstep: Class 48 contains 21223 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6211 members 
Mstep: Class 53 contains 5031 members 
Mstep: Class 54 contains 8120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174340.000000 Penalty: 179406.406250
Iteration 189Q: 55 clusters Score -5.117434e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39385 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8777 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22205 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60898 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 19273 members 
Mstep: Class 28 contains 38416 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16282 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21649 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12826 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23873 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6648 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1616 members 
Mstep: Class 47 contains 9728 members 
Mstep: Class 48 contains 21223 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6209 members 
Mstep: Class 53 contains 5032 members 
Mstep: Class 54 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174372.000000 Penalty: 179406.406250
Iteration 190Q: 55 clusters Score -5.117437e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 13801 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39378 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8775 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22206 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60899 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 19275 members 
Mstep: Class 28 contains 38414 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16285 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1870 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 12647 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12820 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23870 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6647 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1615 members 
Mstep: Class 47 contains 9707 members 
Mstep: Class 48 contains 21223 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6209 members 
Mstep: Class 53 contains 5032 members 
Mstep: Class 54 contains 8167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174340.000000 Penalty: 179406.406250
Iteration 191Q: 55 clusters Score -5.117434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13757 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 39379 members 
Mstep: Class 6 contains 9714 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2140 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8772 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22208 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60898 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19281 members 
Mstep: Class 28 contains 38412 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16288 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1870 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21649 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12808 members 
Mstep: Class 40 contains 1267 members 
Mstep: Class 41 contains 23870 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6645 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1613 members 
Mstep: Class 47 contains 9690 members 
Mstep: Class 48 contains 21224 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6207 members 
Mstep: Class 53 contains 5032 members 
Mstep: Class 54 contains 8189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174348.000000 Penalty: 179406.406250
Iteration 192Q: 55 clusters Score -5.117435e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 39368 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22209 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60899 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 19289 members 
Mstep: Class 28 contains 38407 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 57435 members 
Mstep: Class 32 contains 1870 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12801 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23870 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6645 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1609 members 
Mstep: Class 47 contains 9673 members 
Mstep: Class 48 contains 21227 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5032 members 
Mstep: Class 54 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174416.000000 Penalty: 179406.406250
Iteration 193Q: 55 clusters Score -5.117442e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13670 members 
Mstep: Class 4 contains 3254 members 
Mstep: Class 5 contains 39357 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22211 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 19300 members 
Mstep: Class 28 contains 38404 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57434 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21652 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12790 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23871 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6644 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9651 members 
Mstep: Class 48 contains 21228 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5033 members 
Mstep: Class 54 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174376.000000 Penalty: 179406.406250
Iteration 194Q: 55 clusters Score -5.117438e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39347 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8772 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22212 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 19308 members 
Mstep: Class 28 contains 38404 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57430 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21656 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12780 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23872 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6643 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9632 members 
Mstep: Class 48 contains 21229 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2178 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5035 members 
Mstep: Class 54 contains 8235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174488.000000 Penalty: 179406.406250
Iteration 195Q: 55 clusters Score -5.117449e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13573 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39337 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15362 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7070 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22212 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60900 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19315 members 
Mstep: Class 28 contains 38403 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21657 members 
Mstep: Class 37 contains 12648 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12772 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23874 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6641 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9627 members 
Mstep: Class 48 contains 21231 members 
Mstep: Class 49 contains 3943 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5037 members 
Mstep: Class 54 contains 8244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174444.000000 Penalty: 179406.406250
Iteration 196Q: 55 clusters Score -5.117444e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39322 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21527 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8767 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22213 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19320 members 
Mstep: Class 28 contains 38402 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12761 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23874 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6644 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9616 members 
Mstep: Class 48 contains 21232 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6205 members 
Mstep: Class 53 contains 5040 members 
Mstep: Class 54 contains 8262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174448.000000 Penalty: 179406.406250
Iteration 197Q: 55 clusters Score -5.117445e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13490 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39314 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21526 members 
Mstep: Class 8 contains 15360 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8766 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19325 members 
Mstep: Class 28 contains 38400 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12758 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23876 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6648 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9604 members 
Mstep: Class 48 contains 21233 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5040 members 
Mstep: Class 54 contains 8273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174512.000000 Penalty: 179406.406250
Iteration 198Q: 55 clusters Score -5.117451e+07 nChanged 95
Entering ConstructFrom: 
Score: -51174512.000000 Penalty: 179406.406250
Entering ConstructFrom: 
Trying to split cluster 1 (58506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Entering Unmasked Estep 
Score: -4690919.500000 Penalty: 2722.267334
	Iteration 0F: 2 clusters Score -4690920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4651615.500000 Penalty: 5444.534668
	Iteration 0F: 3 clusters Score -4651616 nChanged 27259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4667098.000000 Penalty: 5444.534668
	Iteration 1F: 3 clusters Score -4667098 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4667997.000000 Penalty: 5444.534668
	Iteration 2Q: 3 clusters Score -4667997 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -4669098.500000 Penalty: 5444.534668
	Iteration 3Q: 3 clusters Score -4669098 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4670438.500000 Penalty: 5444.534668
	Iteration 4F: 3 clusters Score -4670438 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4672020.500000 Penalty: 5444.534668
	Iteration 5F: 3 clusters Score -4672020 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4673821.000000 Penalty: 5444.534668
	Iteration 6F: 3 clusters Score -4673821 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4675640.500000 Penalty: 5444.534668
	Iteration 7F: 3 clusters Score -4675640 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4677520.000000 Penalty: 5444.534668
	Iteration 8F: 3 clusters Score -4677520 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4679271.500000 Penalty: 5444.534668
	Iteration 9Q: 3 clusters Score -4679272 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4681005.000000 Penalty: 5444.534668
	Iteration 10Q: 3 clusters Score -4681005 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4682417.500000 Penalty: 5444.534668
	Iteration 11Q: 3 clusters Score -4682418 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -4683609.500000 Penalty: 5444.534668
	Iteration 12Q: 3 clusters Score -4683610 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4684583.000000 Penalty: 5444.534668
	Iteration 13Q: 3 clusters Score -4684583 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4685237.000000 Penalty: 5444.534668
	Iteration 14Q: 3 clusters Score -4685237 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4685746.000000 Penalty: 5444.534668
	Iteration 15Q: 3 clusters Score -4685746 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4686172.000000 Penalty: 5444.534668
	Iteration 16Q: 3 clusters Score -4686172 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4686554.000000 Penalty: 5444.534668
	Iteration 17Q: 3 clusters Score -4686554 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4686849.000000 Penalty: 5444.534668
	Iteration 18Q: 3 clusters Score -4686849 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -4687099.000000 Penalty: 5444.534668
	Iteration 19Q: 3 clusters Score -4687099 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4687343.500000 Penalty: 5444.534668
	Iteration 20F: 3 clusters Score -4687344 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -4687524.500000 Penalty: 5444.534668
	Iteration 21Q: 3 clusters Score -4687524 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4687727.500000 Penalty: 5444.534668
	Iteration 22Q: 3 clusters Score -4687728 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4687836.000000 Penalty: 5444.534668
	Iteration 23Q: 3 clusters Score -4687836 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4687977.000000 Penalty: 5444.534668
	Iteration 24Q: 3 clusters Score -4687977 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4688090.000000 Penalty: 5444.534668
	Iteration 25Q: 3 clusters Score -4688090 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4688187.000000 Penalty: 5444.534668
	Iteration 26Q: 3 clusters Score -4688187 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4688258.500000 Penalty: 5444.534668
	Iteration 27Q: 3 clusters Score -4688258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4688331.500000 Penalty: 5444.534668
	Iteration 28Q: 3 clusters Score -4688332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4688385.500000 Penalty: 5444.534668
	Iteration 29Q: 3 clusters Score -4688386 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4688449.000000 Penalty: 5444.534668
	Iteration 30Q: 3 clusters Score -4688449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4688514.500000 Penalty: 5444.534668
	Iteration 31Q: 3 clusters Score -4688514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4688532.000000 Penalty: 5444.534668
	Iteration 32Q: 3 clusters Score -4688532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4688550.000000 Penalty: 5444.534668
	Iteration 33Q: 3 clusters Score -4688550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4688586.500000 Penalty: 5444.534668
	Iteration 34Q: 3 clusters Score -4688586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4688602.000000 Penalty: 5444.534668
	Iteration 35Q: 3 clusters Score -4688602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4688622.000000 Penalty: 5444.534668
	Iteration 36Q: 3 clusters Score -4688622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4688636.000000 Penalty: 5444.534668
	Iteration 37Q: 3 clusters Score -4688636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4688656.500000 Penalty: 5444.534668
	Iteration 38Q: 3 clusters Score -4688656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4688671.000000 Penalty: 5444.534668
	Iteration 39Q: 3 clusters Score -4688671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4688704.500000 Penalty: 5444.534668
	Iteration 40F: 3 clusters Score -4688704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4688717.500000 Penalty: 5444.534668
	Iteration 41Q: 3 clusters Score -4688718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4688750.500000 Penalty: 5444.534668
	Iteration 42Q: 3 clusters Score -4688750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4688759.500000 Penalty: 5444.534668
	Iteration 43Q: 3 clusters Score -4688760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4688774.500000 Penalty: 5444.534668
	Iteration 44Q: 3 clusters Score -4688774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4688787.500000 Penalty: 5444.534668
	Iteration 45Q: 3 clusters Score -4688788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4688805.000000 Penalty: 5444.534668
	Iteration 46Q: 3 clusters Score -4688805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4688801.500000 Penalty: 5444.534668
	Iteration 47Q: 3 clusters Score -4688802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4688815.500000 Penalty: 5444.534668
	Iteration 48Q: 3 clusters Score -4688816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4688817.000000 Penalty: 5444.534668
	Iteration 49Q: 3 clusters Score -4688817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4688815.500000 Penalty: 5444.534668
	Iteration 50Q: 3 clusters Score -4688816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4688816.000000 Penalty: 5444.534668
	Iteration 51Q: 3 clusters Score -4688816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4688828.000000 Penalty: 5444.534668
	Iteration 52Q: 3 clusters Score -4688828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4688827.500000 Penalty: 5444.534668
	Iteration 53Q: 3 clusters Score -4688828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4688824.000000 Penalty: 5444.534668
	Iteration 54Q: 3 clusters Score -4688824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4688830.000000 Penalty: 5444.534668
	Iteration 55Q: 3 clusters Score -4688830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4688833.000000 Penalty: 5444.534668
	Iteration 56Q: 3 clusters Score -4688833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4688845.000000 Penalty: 5444.534668
	Iteration 57Q: 3 clusters Score -4688845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4688843.500000 Penalty: 5444.534668
	Iteration 58Q: 3 clusters Score -4688844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4688851.500000 Penalty: 5444.534668
	Iteration 59Q: 3 clusters Score -4688852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4688859.500000 Penalty: 5444.534668
	Iteration 60F: 3 clusters Score -4688860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4688863.000000 Penalty: 5444.534668
	Iteration 61Q: 3 clusters Score -4688863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4688862.500000 Penalty: 5444.534668
	Iteration 62Q: 3 clusters Score -4688862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4688866.000000 Penalty: 5444.534668
	Iteration 63Q: 3 clusters Score -4688866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4688869.500000 Penalty: 5444.534668
	Iteration 64Q: 3 clusters Score -4688870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4688872.000000 Penalty: 5444.534668
	Iteration 65Q: 3 clusters Score -4688872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4688863.000000 Penalty: 5444.534668
	Iteration 66Q: 3 clusters Score -4688863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4688863.000000 Penalty: 5444.534668
	Iteration 67F: 3 clusters Score -4688863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -602209.687500 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -602209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -596247.062500 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -596247.1 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -597889.312500 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -597889.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -598256.000000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -598256 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -598609.250000 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -598609.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -598997.875000 Penalty: 4411.824707
	Iteration 4F: 3 clusters Score -598997.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -599399.875000 Penalty: 4411.824707
	Iteration 5F: 3 clusters Score -599399.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -599832.312500 Penalty: 4411.824707
	Iteration 6F: 3 clusters Score -599832.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -600196.500000 Penalty: 4411.824707
	Iteration 7F: 3 clusters Score -600196.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -600392.125000 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -600392.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -600505.750000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -600505.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -600572.875000 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -600572.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -600618.687500 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -600618.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -600649.250000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -600649.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -600670.937500 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -600670.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -600684.125000 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -600684.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -600698.562500 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -600698.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -600712.000000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -600712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -600720.500000 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -600720.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -600725.437500 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -600725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -600731.750000 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -600731.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -600735.750000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -600735.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -600742.500000 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -600742.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -600749.937500 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -600749.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -600757.437500 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -600757.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -600762.125000 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -600762.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -600768.875000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -600768.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -600778.750000 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -600778.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -600786.625000 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -600786.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -600796.875000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -600796.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -600807.687500 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -600807.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -600815.562500 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -600815.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -600821.437500 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -600821.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -600827.812500 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -600827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -600834.625000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -600834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -600835.437500 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -600835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -600837.437500 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -600837.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -600843.250000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -600843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -600846.750000 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -600846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -600850.250000 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -600850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -600850.875000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -600850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -600852.312500 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -600852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -600853.125000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -600853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -600853.625000 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -600853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -600855.625000 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -600855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -600856.312500 Penalty: 4411.824707
	Iteration 44Q: 3 clusters Score -600856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -600857.250000 Penalty: 4411.824707
	Iteration 45Q: 3 clusters Score -600857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -600858.687500 Penalty: 4411.824707
	Iteration 46Q: 3 clusters Score -600858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -600858.875000 Penalty: 4411.824707
	Iteration 47Q: 3 clusters Score -600858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -600861.312500 Penalty: 4411.824707
	Iteration 48Q: 3 clusters Score -600861.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -600862.625000 Penalty: 4411.824707
	Iteration 49Q: 3 clusters Score -600862.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -600867.562500 Penalty: 4411.824707
	Iteration 50Q: 3 clusters Score -600867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -600871.125000 Penalty: 4411.824707
	Iteration 51Q: 3 clusters Score -600871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -600874.375000 Penalty: 4411.824707
	Iteration 52Q: 3 clusters Score -600874.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -600879.812500 Penalty: 4411.824707
	Iteration 53Q: 3 clusters Score -600879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -600882.125000 Penalty: 4411.824707
	Iteration 54Q: 3 clusters Score -600882.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -600884.000000 Penalty: 4411.824707
	Iteration 55Q: 3 clusters Score -600884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -600886.750000 Penalty: 4411.824707
	Iteration 56Q: 3 clusters Score -600886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -600888.687500 Penalty: 4411.824707
	Iteration 57Q: 3 clusters Score -600888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -600889.312500 Penalty: 4411.824707
	Iteration 58Q: 3 clusters Score -600889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -600891.187500 Penalty: 4411.824707
	Iteration 59Q: 3 clusters Score -600891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -600892.562500 Penalty: 4411.824707
	Iteration 60F: 3 clusters Score -600892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -600893.562500 Penalty: 4411.824707
	Iteration 61Q: 3 clusters Score -600893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -600897.875000 Penalty: 4411.824707
	Iteration 62Q: 3 clusters Score -600897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -600898.937500 Penalty: 4411.824707
	Iteration 63Q: 3 clusters Score -600898.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -600899.312500 Penalty: 4411.824707
	Iteration 64Q: 3 clusters Score -600899.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -600902.187500 Penalty: 4411.824707
	Iteration 65Q: 3 clusters Score -600902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -600903.187500 Penalty: 4411.824707
	Iteration 66Q: 3 clusters Score -600903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -600903.062500 Penalty: 4411.824707
	Iteration 67Q: 3 clusters Score -600903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -600904.687500 Penalty: 4411.824707
	Iteration 68Q: 3 clusters Score -600904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -600905.875000 Penalty: 4411.824707
	Iteration 69Q: 3 clusters Score -600905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -600907.375000 Penalty: 4411.824707
	Iteration 70Q: 3 clusters Score -600907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -600908.687500 Penalty: 4411.824707
	Iteration 71Q: 3 clusters Score -600908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -600910.125000 Penalty: 4411.824707
	Iteration 72Q: 3 clusters Score -600910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -600909.812500 Penalty: 4411.824707
	Iteration 73Q: 3 clusters Score -600909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -600909.812500 Penalty: 4411.824707
	Iteration 74Q: 3 clusters Score -600909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -600909.812500 Penalty: 4411.824707
	Iteration 75F: 3 clusters Score -600909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Entering Unmasked Estep 
Score: -1095547.875000 Penalty: 2357.835938
	Iteration 0F: 2 clusters Score -1095548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1085642.875000 Penalty: 4715.671875
	Iteration 0F: 3 clusters Score -1085643 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1088640.500000 Penalty: 4715.671875
	Iteration 1F: 3 clusters Score -1088640 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1088951.000000 Penalty: 4715.671875
	Iteration 2F: 3 clusters Score -1088951 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1089197.875000 Penalty: 4715.671875
	Iteration 3Q: 3 clusters Score -1089198 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1089409.875000 Penalty: 4715.671875
	Iteration 4Q: 3 clusters Score -1089410 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1089597.000000 Penalty: 4715.671875
	Iteration 5Q: 3 clusters Score -1089597 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1089789.000000 Penalty: 4715.671875
	Iteration 6Q: 3 clusters Score -1089789 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1089957.875000 Penalty: 4715.671875
	Iteration 7Q: 3 clusters Score -1089958 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1090143.500000 Penalty: 4715.671875
	Iteration 8Q: 3 clusters Score -1090144 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1090322.125000 Penalty: 4715.671875
	Iteration 9Q: 3 clusters Score -1090322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1090525.500000 Penalty: 4715.671875
	Iteration 10Q: 3 clusters Score -1090526 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1090769.375000 Penalty: 4715.671875
	Iteration 11Q: 3 clusters Score -1090769 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1091002.875000 Penalty: 4715.671875
	Iteration 12Q: 3 clusters Score -1091003 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1091243.375000 Penalty: 4715.671875
	Iteration 13Q: 3 clusters Score -1091243 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1091481.500000 Penalty: 4715.671875
	Iteration 14Q: 3 clusters Score -1091482 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1091705.500000 Penalty: 4715.671875
	Iteration 15Q: 3 clusters Score -1091706 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1091898.250000 Penalty: 4715.671875
	Iteration 16Q: 3 clusters Score -1091898 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1092058.625000 Penalty: 4715.671875
	Iteration 17Q: 3 clusters Score -1092059 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1092225.125000 Penalty: 4715.671875
	Iteration 18Q: 3 clusters Score -1092225 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1092364.875000 Penalty: 4715.671875
	Iteration 19Q: 3 clusters Score -1092365 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1092480.750000 Penalty: 4715.671875
	Iteration 20F: 3 clusters Score -1092481 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1092588.625000 Penalty: 4715.671875
	Iteration 21Q: 3 clusters Score -1092589 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1092678.625000 Penalty: 4715.671875
	Iteration 22Q: 3 clusters Score -1092679 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1092762.125000 Penalty: 4715.671875
	Iteration 23Q: 3 clusters Score -1092762 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1092828.500000 Penalty: 4715.671875
	Iteration 24Q: 3 clusters Score -1092828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1092896.625000 Penalty: 4715.671875
	Iteration 25Q: 3 clusters Score -1092897 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1092946.000000 Penalty: 4715.671875
	Iteration 26Q: 3 clusters Score -1092946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1092988.250000 Penalty: 4715.671875
	Iteration 27Q: 3 clusters Score -1092988 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1093018.625000 Penalty: 4715.671875
	Iteration 28Q: 3 clusters Score -1093019 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1093044.750000 Penalty: 4715.671875
	Iteration 29Q: 3 clusters Score -1093045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1093065.625000 Penalty: 4715.671875
	Iteration 30Q: 3 clusters Score -1093066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1093088.750000 Penalty: 4715.671875
	Iteration 31Q: 3 clusters Score -1093089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1093108.625000 Penalty: 4715.671875
	Iteration 32Q: 3 clusters Score -1093109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1093128.625000 Penalty: 4715.671875
	Iteration 33Q: 3 clusters Score -1093129 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1093153.125000 Penalty: 4715.671875
	Iteration 34Q: 3 clusters Score -1093153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1093172.875000 Penalty: 4715.671875
	Iteration 35Q: 3 clusters Score -1093173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1093189.250000 Penalty: 4715.671875
	Iteration 36Q: 3 clusters Score -1093189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1093206.500000 Penalty: 4715.671875
	Iteration 37Q: 3 clusters Score -1093206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1093213.875000 Penalty: 4715.671875
	Iteration 38Q: 3 clusters Score -1093214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1093225.250000 Penalty: 4715.671875
	Iteration 39Q: 3 clusters Score -1093225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1093232.125000 Penalty: 4715.671875
	Iteration 40F: 3 clusters Score -1093232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1093240.625000 Penalty: 4715.671875
	Iteration 41Q: 3 clusters Score -1093241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1093250.000000 Penalty: 4715.671875
	Iteration 42Q: 3 clusters Score -1093250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1093251.500000 Penalty: 4715.671875
	Iteration 43Q: 3 clusters Score -1093252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1093258.500000 Penalty: 4715.671875
	Iteration 44Q: 3 clusters Score -1093258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1093264.250000 Penalty: 4715.671875
	Iteration 45Q: 3 clusters Score -1093264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1093265.500000 Penalty: 4715.671875
	Iteration 46Q: 3 clusters Score -1093266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1093267.750000 Penalty: 4715.671875
	Iteration 47Q: 3 clusters Score -1093268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1093272.000000 Penalty: 4715.671875
	Iteration 48Q: 3 clusters Score -1093272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1093277.375000 Penalty: 4715.671875
	Iteration 49Q: 3 clusters Score -1093277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1093286.500000 Penalty: 4715.671875
	Iteration 50Q: 3 clusters Score -1093286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1093290.625000 Penalty: 4715.671875
	Iteration 51Q: 3 clusters Score -1093291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1093293.625000 Penalty: 4715.671875
	Iteration 52Q: 3 clusters Score -1093294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1093298.875000 Penalty: 4715.671875
	Iteration 53Q: 3 clusters Score -1093299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1093306.250000 Penalty: 4715.671875
	Iteration 54Q: 3 clusters Score -1093306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1093316.250000 Penalty: 4715.671875
	Iteration 55Q: 3 clusters Score -1093316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1093324.250000 Penalty: 4715.671875
	Iteration 56Q: 3 clusters Score -1093324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1093331.125000 Penalty: 4715.671875
	Iteration 57Q: 3 clusters Score -1093331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1093340.250000 Penalty: 4715.671875
	Iteration 58Q: 3 clusters Score -1093340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1093349.875000 Penalty: 4715.671875
	Iteration 59Q: 3 clusters Score -1093350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1093359.250000 Penalty: 4715.671875
	Iteration 60F: 3 clusters Score -1093359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1093376.500000 Penalty: 4715.671875
	Iteration 61Q: 3 clusters Score -1093376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1093385.750000 Penalty: 4715.671875
	Iteration 62Q: 3 clusters Score -1093386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1093395.625000 Penalty: 4715.671875
	Iteration 63Q: 3 clusters Score -1093396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1093409.750000 Penalty: 4715.671875
	Iteration 64Q: 3 clusters Score -1093410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1093420.000000 Penalty: 4715.671875
	Iteration 65Q: 3 clusters Score -1093420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1093427.250000 Penalty: 4715.671875
	Iteration 66Q: 3 clusters Score -1093427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1093431.125000 Penalty: 4715.671875
	Iteration 67Q: 3 clusters Score -1093431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1093434.875000 Penalty: 4715.671875
	Iteration 68Q: 3 clusters Score -1093435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1093438.375000 Penalty: 4715.671875
	Iteration 69Q: 3 clusters Score -1093438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1093443.625000 Penalty: 4715.671875
	Iteration 70Q: 3 clusters Score -1093444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1093453.750000 Penalty: 4715.671875
	Iteration 71Q: 3 clusters Score -1093454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1093460.500000 Penalty: 4715.671875
	Iteration 72Q: 3 clusters Score -1093460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1093463.625000 Penalty: 4715.671875
	Iteration 73Q: 3 clusters Score -1093464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1093469.000000 Penalty: 4715.671875
	Iteration 74Q: 3 clusters Score -1093469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1093472.000000 Penalty: 4715.671875
	Iteration 75Q: 3 clusters Score -1093472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1093473.875000 Penalty: 4715.671875
	Iteration 76Q: 3 clusters Score -1093474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1093476.375000 Penalty: 4715.671875
	Iteration 77Q: 3 clusters Score -1093476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1093475.625000 Penalty: 4715.671875
	Iteration 78Q: 3 clusters Score -1093476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1093476.375000 Penalty: 4715.671875
	Iteration 79Q: 3 clusters Score -1093476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1093477.250000 Penalty: 4715.671875
	Iteration 80F: 3 clusters Score -1093477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1093478.625000 Penalty: 4715.671875
	Iteration 81Q: 3 clusters Score -1093479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1093479.500000 Penalty: 4715.671875
	Iteration 82Q: 3 clusters Score -1093480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1093479.500000 Penalty: 4715.671875
	Iteration 83F: 3 clusters Score -1093480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -254644.359375 Penalty: 2005.658569
	Iteration 0F: 2 clusters Score -254644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -251174.937500 Penalty: 4011.317139
	Iteration 0F: 3 clusters Score -251174.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -251914.515625 Penalty: 4011.317139
	Iteration 1F: 3 clusters Score -251914.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -252078.109375 Penalty: 4011.317139
	Iteration 2F: 3 clusters Score -252078.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -252183.921875 Penalty: 4011.317139
	Iteration 3F: 3 clusters Score -252183.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -252246.750000 Penalty: 4011.317139
	Iteration 4Q: 3 clusters Score -252246.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -252292.796875 Penalty: 4011.317139
	Iteration 5Q: 3 clusters Score -252292.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -252320.687500 Penalty: 4011.317139
	Iteration 6Q: 3 clusters Score -252320.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -252337.515625 Penalty: 4011.317139
	Iteration 7Q: 3 clusters Score -252337.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -252356.328125 Penalty: 4011.317139
	Iteration 8Q: 3 clusters Score -252356.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -252373.453125 Penalty: 4011.317139
	Iteration 9Q: 3 clusters Score -252373.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252394.921875 Penalty: 4011.317139
	Iteration 10Q: 3 clusters Score -252394.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -252417.890625 Penalty: 4011.317139
	Iteration 11Q: 3 clusters Score -252417.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -252438.546875 Penalty: 4011.317139
	Iteration 12Q: 3 clusters Score -252438.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -252460.593750 Penalty: 4011.317139
	Iteration 13Q: 3 clusters Score -252460.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -252496.359375 Penalty: 4011.317139
	Iteration 14Q: 3 clusters Score -252496.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -252531.078125 Penalty: 4011.317139
	Iteration 15Q: 3 clusters Score -252531.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -252573.656250 Penalty: 4011.317139
	Iteration 16Q: 3 clusters Score -252573.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -252631.031250 Penalty: 4011.317139
	Iteration 17Q: 3 clusters Score -252631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -252681.421875 Penalty: 4011.317139
	Iteration 18Q: 3 clusters Score -252681.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -252753.250000 Penalty: 4011.317139
	Iteration 19Q: 3 clusters Score -252753.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252824.562500 Penalty: 4011.317139
	Iteration 20F: 3 clusters Score -252824.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -252881.953125 Penalty: 4011.317139
	Iteration 21Q: 3 clusters Score -252882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -252924.687500 Penalty: 4011.317139
	Iteration 22Q: 3 clusters Score -252924.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -252961.203125 Penalty: 4011.317139
	Iteration 23Q: 3 clusters Score -252961.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -252999.468750 Penalty: 4011.317139
	Iteration 24Q: 3 clusters Score -252999.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -253037.187500 Penalty: 4011.317139
	Iteration 25Q: 3 clusters Score -253037.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -253070.328125 Penalty: 4011.317139
	Iteration 26Q: 3 clusters Score -253070.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253096.156250 Penalty: 4011.317139
	Iteration 27Q: 3 clusters Score -253096.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -253116.921875 Penalty: 4011.317139
	Iteration 28Q: 3 clusters Score -253116.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253133.328125 Penalty: 4011.317139
	Iteration 29Q: 3 clusters Score -253133.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -253158.421875 Penalty: 4011.317139
	Iteration 30Q: 3 clusters Score -253158.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253174.156250 Penalty: 4011.317139
	Iteration 31Q: 3 clusters Score -253174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253184.015625 Penalty: 4011.317139
	Iteration 32Q: 3 clusters Score -253184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253192.671875 Penalty: 4011.317139
	Iteration 33Q: 3 clusters Score -253192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253196.406250 Penalty: 4011.317139
	Iteration 34Q: 3 clusters Score -253196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -253199.500000 Penalty: 4011.317139
	Iteration 35Q: 3 clusters Score -253199.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253202.468750 Penalty: 4011.317139
	Iteration 36Q: 3 clusters Score -253202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253206.437500 Penalty: 4011.317139
	Iteration 37Q: 3 clusters Score -253206.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253211.875000 Penalty: 4011.317139
	Iteration 38Q: 3 clusters Score -253211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253215.296875 Penalty: 4011.317139
	Iteration 39Q: 3 clusters Score -253215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253217.578125 Penalty: 4011.317139
	Iteration 40F: 3 clusters Score -253217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253219.812500 Penalty: 4011.317139
	Iteration 41Q: 3 clusters Score -253219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253221.734375 Penalty: 4011.317139
	Iteration 42Q: 3 clusters Score -253221.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253224.937500 Penalty: 4011.317139
	Iteration 43Q: 3 clusters Score -253224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -253227.265625 Penalty: 4011.317139
	Iteration 44Q: 3 clusters Score -253227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253229.156250 Penalty: 4011.317139
	Iteration 45Q: 3 clusters Score -253229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253230.390625 Penalty: 4011.317139
	Iteration 46Q: 3 clusters Score -253230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253231.484375 Penalty: 4011.317139
	Iteration 47Q: 3 clusters Score -253231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253232.734375 Penalty: 4011.317139
	Iteration 48Q: 3 clusters Score -253232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253234.015625 Penalty: 4011.317139
	Iteration 49Q: 3 clusters Score -253234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253235.015625 Penalty: 4011.317139
	Iteration 50Q: 3 clusters Score -253235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253236.890625 Penalty: 4011.317139
	Iteration 51Q: 3 clusters Score -253236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253239.843750 Penalty: 4011.317139
	Iteration 52Q: 3 clusters Score -253239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253241.015625 Penalty: 4011.317139
	Iteration 53Q: 3 clusters Score -253241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -253242.265625 Penalty: 4011.317139
	Iteration 54Q: 3 clusters Score -253242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -253242.687500 Penalty: 4011.317139
	Iteration 55Q: 3 clusters Score -253242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253244.781250 Penalty: 4011.317139
	Iteration 56Q: 3 clusters Score -253244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -253247.828125 Penalty: 4011.317139
	Iteration 57Q: 3 clusters Score -253247.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -253249.843750 Penalty: 4011.317139
	Iteration 58Q: 3 clusters Score -253249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253252.296875 Penalty: 4011.317139
	Iteration 59Q: 3 clusters Score -253252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253255.093750 Penalty: 4011.317139
	Iteration 60F: 3 clusters Score -253255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253256.546875 Penalty: 4011.317139
	Iteration 61Q: 3 clusters Score -253256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253258.703125 Penalty: 4011.317139
	Iteration 62Q: 3 clusters Score -253258.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253260.765625 Penalty: 4011.317139
	Iteration 63Q: 3 clusters Score -253260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253262.937500 Penalty: 4011.317139
	Iteration 64Q: 3 clusters Score -253262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253263.453125 Penalty: 4011.317139
	Iteration 65Q: 3 clusters Score -253263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253263.453125 Penalty: 4011.317139
	Iteration 66F: 3 clusters Score -253263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Entering Unmasked Estep 
Score: -3187078.750000 Penalty: 2623.637451
	Iteration 0F: 2 clusters Score -3187079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3160561.750000 Penalty: 5247.274902
	Iteration 0F: 3 clusters Score -3160562 nChanged 17912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3170571.250000 Penalty: 5247.274902
	Iteration 1F: 3 clusters Score -3170571 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3171199.500000 Penalty: 5247.274902
	Iteration 2Q: 3 clusters Score -3171200 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3171896.250000 Penalty: 5247.274902
	Iteration 3Q: 3 clusters Score -3171896 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3172773.000000 Penalty: 5247.274902
	Iteration 4Q: 3 clusters Score -3172773 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3173779.750000 Penalty: 5247.274902
	Iteration 5F: 3 clusters Score -3173780 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3174921.750000 Penalty: 5247.274902
	Iteration 6F: 3 clusters Score -3174922 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3176189.250000 Penalty: 5247.274902
	Iteration 7F: 3 clusters Score -3176189 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3177598.500000 Penalty: 5247.274902
	Iteration 8F: 3 clusters Score -3177598 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3178990.750000 Penalty: 5247.274902
	Iteration 9F: 3 clusters Score -3178991 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3180409.750000 Penalty: 5247.274902
	Iteration 10Q: 3 clusters Score -3180410 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3181642.000000 Penalty: 5247.274902
	Iteration 11Q: 3 clusters Score -3181642 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3182602.500000 Penalty: 5247.274902
	Iteration 12Q: 3 clusters Score -3182602 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3183284.250000 Penalty: 5247.274902
	Iteration 13Q: 3 clusters Score -3183284 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3183808.000000 Penalty: 5247.274902
	Iteration 14Q: 3 clusters Score -3183808 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3184180.500000 Penalty: 5247.274902
	Iteration 15Q: 3 clusters Score -3184180 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3184450.000000 Penalty: 5247.274902
	Iteration 16Q: 3 clusters Score -3184450 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3184654.500000 Penalty: 5247.274902
	Iteration 17Q: 3 clusters Score -3184654 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3184789.750000 Penalty: 5247.274902
	Iteration 18Q: 3 clusters Score -3184790 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3184877.750000 Penalty: 5247.274902
	Iteration 19Q: 3 clusters Score -3184878 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3184953.000000 Penalty: 5247.274902
	Iteration 20F: 3 clusters Score -3184953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3185011.750000 Penalty: 5247.274902
	Iteration 21Q: 3 clusters Score -3185012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3185041.000000 Penalty: 5247.274902
	Iteration 22Q: 3 clusters Score -3185041 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3185059.000000 Penalty: 5247.274902
	Iteration 23Q: 3 clusters Score -3185059 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3185091.250000 Penalty: 5247.274902
	Iteration 24Q: 3 clusters Score -3185091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3185105.500000 Penalty: 5247.274902
	Iteration 25Q: 3 clusters Score -3185106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3185120.500000 Penalty: 5247.274902
	Iteration 26Q: 3 clusters Score -3185120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3185131.750000 Penalty: 5247.274902
	Iteration 27Q: 3 clusters Score -3185132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3185138.250000 Penalty: 5247.274902
	Iteration 28Q: 3 clusters Score -3185138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3185145.000000 Penalty: 5247.274902
	Iteration 29Q: 3 clusters Score -3185145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3185142.000000 Penalty: 5247.274902
	Iteration 30Q: 3 clusters Score -3185142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3185147.750000 Penalty: 5247.274902
	Iteration 31Q: 3 clusters Score -3185148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3185154.000000 Penalty: 5247.274902
	Iteration 32Q: 3 clusters Score -3185154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3185160.500000 Penalty: 5247.274902
	Iteration 33Q: 3 clusters Score -3185160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3185164.000000 Penalty: 5247.274902
	Iteration 34Q: 3 clusters Score -3185164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3185166.500000 Penalty: 5247.274902
	Iteration 35Q: 3 clusters Score -3185166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3185167.250000 Penalty: 5247.274902
	Iteration 36Q: 3 clusters Score -3185167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3185167.000000 Penalty: 5247.274902
	Iteration 37Q: 3 clusters Score -3185167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3185171.750000 Penalty: 5247.274902
	Iteration 38Q: 3 clusters Score -3185172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3185176.000000 Penalty: 5247.274902
	Iteration 39Q: 3 clusters Score -3185176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3185181.000000 Penalty: 5247.274902
	Iteration 40F: 3 clusters Score -3185181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3185180.250000 Penalty: 5247.274902
	Iteration 41Q: 3 clusters Score -3185180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3185180.250000 Penalty: 5247.274902
	Iteration 42F: 3 clusters Score -3185180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -776697.687500 Penalty: 2276.993652
	Iteration 0F: 2 clusters Score -776697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -769188.062500 Penalty: 4553.987305
	Iteration 0F: 3 clusters Score -769188.1 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -771351.812500 Penalty: 4553.987305
	Iteration 1F: 3 clusters Score -771351.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -771726.375000 Penalty: 4553.987305
	Iteration 2F: 3 clusters Score -771726.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -772110.375000 Penalty: 4553.987305
	Iteration 3F: 3 clusters Score -772110.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -772529.437500 Penalty: 4553.987305
	Iteration 4F: 3 clusters Score -772529.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -773086.500000 Penalty: 4553.987305
	Iteration 5F: 3 clusters Score -773086.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -773727.625000 Penalty: 4553.987305
	Iteration 6F: 3 clusters Score -773727.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -774351.437500 Penalty: 4553.987305
	Iteration 7F: 3 clusters Score -774351.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -774778.812500 Penalty: 4553.987305
	Iteration 8Q: 3 clusters Score -774778.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -775062.312500 Penalty: 4553.987305
	Iteration 9Q: 3 clusters Score -775062.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -775220.312500 Penalty: 4553.987305
	Iteration 10Q: 3 clusters Score -775220.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -775313.500000 Penalty: 4553.987305
	Iteration 11Q: 3 clusters Score -775313.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -775364.687500 Penalty: 4553.987305
	Iteration 12Q: 3 clusters Score -775364.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -775399.937500 Penalty: 4553.987305
	Iteration 13Q: 3 clusters Score -775399.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -775420.437500 Penalty: 4553.987305
	Iteration 14Q: 3 clusters Score -775420.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -775430.687500 Penalty: 4553.987305
	Iteration 15Q: 3 clusters Score -775430.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -775438.937500 Penalty: 4553.987305
	Iteration 16Q: 3 clusters Score -775438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -775450.500000 Penalty: 4553.987305
	Iteration 17Q: 3 clusters Score -775450.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -775457.312500 Penalty: 4553.987305
	Iteration 18Q: 3 clusters Score -775457.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -775462.937500 Penalty: 4553.987305
	Iteration 19Q: 3 clusters Score -775462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -775466.875000 Penalty: 4553.987305
	Iteration 20F: 3 clusters Score -775466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -775471.437500 Penalty: 4553.987305
	Iteration 21Q: 3 clusters Score -775471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -775471.500000 Penalty: 4553.987305
	Iteration 22Q: 3 clusters Score -775471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -775471.500000 Penalty: 4553.987305
	Iteration 23F: 3 clusters Score -775471.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Entering Unmasked Estep 
Score: -1785552.250000 Penalty: 2474.288818
	Iteration 0F: 2 clusters Score -1785552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1770359.125000 Penalty: 4948.577637
	Iteration 0F: 3 clusters Score -1770359 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1775543.625000 Penalty: 4948.577637
	Iteration 1F: 3 clusters Score -1775544 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1776147.000000 Penalty: 4948.577637
	Iteration 2F: 3 clusters Score -1776147 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1776881.750000 Penalty: 4948.577637
	Iteration 3F: 3 clusters Score -1776882 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1777770 nChanged 1406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1778718 nChanged 1409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1780555 nChanged 1094
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1781255 nChanged 896
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1781789 nChanged 780
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Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1782861 nChanged 675
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Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1783243 nChanged 514
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Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1783474 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1783629 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1783739.250000 Penalty: 4948.577637
	Iteration 15Q: 3 clusters Score -1783739 nChanged 280
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Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1783816.500000 Penalty: 4948.577637
	Iteration 16Q: 3 clusters Score -1783816 nChanged 248
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Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1783950 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1784014.750000 Penalty: 4948.577637
	Iteration 19Q: 3 clusters Score -1784015 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1784067.625000 Penalty: 4948.577637
	Iteration 20F: 3 clusters Score -1784068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1784100 nChanged 151
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Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1784137.500000 Penalty: 4948.577637
	Iteration 22Q: 3 clusters Score -1784138 nChanged 140
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Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1784170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1784205.875000 Penalty: 4948.577637
	Iteration 24Q: 3 clusters Score -1784206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1784250.625000 Penalty: 4948.577637
	Iteration 25Q: 3 clusters Score -1784251 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1784272.250000 Penalty: 4948.577637
	Iteration 26Q: 3 clusters Score -1784272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1784304.000000 Penalty: 4948.577637
	Iteration 27Q: 3 clusters Score -1784304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1784321 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1784343.375000 Penalty: 4948.577637
	Iteration 29Q: 3 clusters Score -1784343 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1784369 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1784394.750000 Penalty: 4948.577637
	Iteration 31Q: 3 clusters Score -1784395 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1784432 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1784452 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1784465 nChanged 79
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Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1784480 nChanged 78
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1784496 nChanged 83
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Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1784505.875000 Penalty: 4948.577637
	Iteration 37Q: 3 clusters Score -1784506 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1784531 nChanged 89
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1784542 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1784560 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1784578 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1784594 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1784615 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1784634 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1784647.750000 Penalty: 4948.577637
	Iteration 45Q: 3 clusters Score -1784648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1784663.375000 Penalty: 4948.577637
	Iteration 46Q: 3 clusters Score -1784663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1784679.000000 Penalty: 4948.577637
	Iteration 47Q: 3 clusters Score -1784679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1784701.750000 Penalty: 4948.577637
	Iteration 48Q: 3 clusters Score -1784702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1784719.625000 Penalty: 4948.577637
	Iteration 49Q: 3 clusters Score -1784720 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1784733.125000 Penalty: 4948.577637
	Iteration 50Q: 3 clusters Score -1784733 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1784753.250000 Penalty: 4948.577637
	Iteration 51Q: 3 clusters Score -1784753 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1784775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1784800.000000 Penalty: 4948.577637
	Iteration 53Q: 3 clusters Score -1784800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1784815.625000 Penalty: 4948.577637
	Iteration 54Q: 3 clusters Score -1784816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1784830.125000 Penalty: 4948.577637
	Iteration 55Q: 3 clusters Score -1784830 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1784839.375000 Penalty: 4948.577637
	Iteration 56Q: 3 clusters Score -1784839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1784853.750000 Penalty: 4948.577637
	Iteration 57Q: 3 clusters Score -1784854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1784866.875000 Penalty: 4948.577637
	Iteration 58Q: 3 clusters Score -1784867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1784876.250000 Penalty: 4948.577637
	Iteration 59Q: 3 clusters Score -1784876 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1784890.875000 Penalty: 4948.577637
	Iteration 60F: 3 clusters Score -1784891 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1784902.500000 Penalty: 4948.577637
	Iteration 61Q: 3 clusters Score -1784902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1784920.875000 Penalty: 4948.577637
	Iteration 62Q: 3 clusters Score -1784921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1784931 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1784949.125000 Penalty: 4948.577637
	Iteration 64Q: 3 clusters Score -1784949 nChanged 63
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1784955.625000 Penalty: 4948.577637
	Iteration 65Q: 3 clusters Score -1784956 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1784968 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1784976 nChanged 38
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Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14819 members 
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	Iteration 68Q: 3 clusters Score -1784981 nChanged 43
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Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1784992.875000 Penalty: 4948.577637
	Iteration 69Q: 3 clusters Score -1784993 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1785000.750000 Penalty: 4948.577637
	Iteration 70Q: 3 clusters Score -1785001 nChanged 33
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Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1784998.625000 Penalty: 4948.577637
	Iteration 71Q: 3 clusters Score -1784999 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1785002.875000 Penalty: 4948.577637
	Iteration 72Q: 3 clusters Score -1785003 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1785004.500000 Penalty: 4948.577637
	Iteration 73Q: 3 clusters Score -1785004 nChanged 16
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Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1785005.625000 Penalty: 4948.577637
	Iteration 74Q: 3 clusters Score -1785006 nChanged 19
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Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 14938 members 
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Score: -1785010.375000 Penalty: 4948.577637
	Iteration 75Q: 3 clusters Score -1785010 nChanged 26
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Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1785011 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1785012.500000 Penalty: 4948.577637
	Iteration 77Q: 3 clusters Score -1785012 nChanged 29
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1785015.375000 Penalty: 4948.577637
	Iteration 78Q: 3 clusters Score -1785015 nChanged 34
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Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1785020.500000 Penalty: 4948.577637
	Iteration 79Q: 3 clusters Score -1785020 nChanged 40
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Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1785031.625000 Penalty: 4948.577637
	Iteration 80F: 3 clusters Score -1785032 nChanged 48
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Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1785041.750000 Penalty: 4948.577637
	Iteration 81Q: 3 clusters Score -1785042 nChanged 45
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Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1785050 nChanged 48
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Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1785057.750000 Penalty: 4948.577637
	Iteration 83Q: 3 clusters Score -1785058 nChanged 48
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Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1785062 nChanged 48
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Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1785074 nChanged 44
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Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1785080 nChanged 52
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Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1785097 nChanged 51
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Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1785100.875000 Penalty: 4948.577637
	Iteration 88Q: 3 clusters Score -1785101 nChanged 45
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Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1785108.250000 Penalty: 4948.577637
	Iteration 89Q: 3 clusters Score -1785108 nChanged 35
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Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1785111.875000 Penalty: 4948.577637
	Iteration 90Q: 3 clusters Score -1785112 nChanged 38
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Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1785122.000000 Penalty: 4948.577637
	Iteration 91Q: 3 clusters Score -1785122 nChanged 32
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Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1785125.250000 Penalty: 4948.577637
	Iteration 92Q: 3 clusters Score -1785125 nChanged 26
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1785128.125000 Penalty: 4948.577637
	Iteration 93Q: 3 clusters Score -1785128 nChanged 19
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Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1785126.500000 Penalty: 4948.577637
	Iteration 94Q: 3 clusters Score -1785126 nChanged 17
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Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1785124.500000 Penalty: 4948.577637
	Iteration 95Q: 3 clusters Score -1785124 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1785128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1785134.250000 Penalty: 4948.577637
	Iteration 97Q: 3 clusters Score -1785134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1785136.125000 Penalty: 4948.577637
	Iteration 98Q: 3 clusters Score -1785136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1785136.500000 Penalty: 4948.577637
	Iteration 99Q: 3 clusters Score -1785136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1785136.750000 Penalty: 4948.577637
	Iteration 100F: 3 clusters Score -1785137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1785138.625000 Penalty: 4948.577637
	Iteration 101Q: 3 clusters Score -1785139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1785140.125000 Penalty: 4948.577637
	Iteration 102Q: 3 clusters Score -1785140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1785139.125000 Penalty: 4948.577637
	Iteration 103Q: 3 clusters Score -1785139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1785138.500000 Penalty: 4948.577637
	Iteration 104Q: 3 clusters Score -1785138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1785140.125000 Penalty: 4948.577637
	Iteration 105Q: 3 clusters Score -1785140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1785140.125000 Penalty: 4948.577637
	Iteration 106Q: 3 clusters Score -1785140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1785143.500000 Penalty: 4948.577637
	Iteration 107Q: 3 clusters Score -1785144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1785143.375000 Penalty: 4948.577637
	Iteration 108Q: 3 clusters Score -1785143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1785143.375000 Penalty: 4948.577637
	Iteration 109F: 3 clusters Score -1785143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Entering Unmasked Estep 
Score: -1257261.000000 Penalty: 2390.553223
	Iteration 0F: 2 clusters Score -1257261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1246086.250000 Penalty: 4781.106445
	Iteration 0F: 3 clusters Score -1246086 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1249721.875000 Penalty: 4781.106445
	Iteration 1F: 3 clusters Score -1249722 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1250082.125000 Penalty: 4781.106445
	Iteration 2F: 3 clusters Score -1250082 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1250429.750000 Penalty: 4781.106445
	Iteration 3F: 3 clusters Score -1250430 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1250803.000000 Penalty: 4781.106445
	Iteration 4F: 3 clusters Score -1250803 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1251234.125000 Penalty: 4781.106445
	Iteration 5Q: 3 clusters Score -1251234 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1251776.250000 Penalty: 4781.106445
	Iteration 6F: 3 clusters Score -1251776 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1252367.125000 Penalty: 4781.106445
	Iteration 7F: 3 clusters Score -1252367 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1252933.875000 Penalty: 4781.106445
	Iteration 8F: 3 clusters Score -1252934 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1253405.250000 Penalty: 4781.106445
	Iteration 9Q: 3 clusters Score -1253405 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1253770.125000 Penalty: 4781.106445
	Iteration 10Q: 3 clusters Score -1253770 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1254115.625000 Penalty: 4781.106445
	Iteration 11Q: 3 clusters Score -1254116 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1254358.625000 Penalty: 4781.106445
	Iteration 12Q: 3 clusters Score -1254359 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1254554.625000 Penalty: 4781.106445
	Iteration 13Q: 3 clusters Score -1254555 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1254707.625000 Penalty: 4781.106445
	Iteration 14Q: 3 clusters Score -1254708 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1254819.125000 Penalty: 4781.106445
	Iteration 15Q: 3 clusters Score -1254819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1254902.750000 Penalty: 4781.106445
	Iteration 16Q: 3 clusters Score -1254903 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1254964.250000 Penalty: 4781.106445
	Iteration 17Q: 3 clusters Score -1254964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1254997.500000 Penalty: 4781.106445
	Iteration 18Q: 3 clusters Score -1254998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1255020.250000 Penalty: 4781.106445
	Iteration 19Q: 3 clusters Score -1255020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1255043.750000 Penalty: 4781.106445
	Iteration 20F: 3 clusters Score -1255044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1255068.875000 Penalty: 4781.106445
	Iteration 21Q: 3 clusters Score -1255069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1255084.500000 Penalty: 4781.106445
	Iteration 22Q: 3 clusters Score -1255084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1255101.125000 Penalty: 4781.106445
	Iteration 23Q: 3 clusters Score -1255101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1255109.500000 Penalty: 4781.106445
	Iteration 24Q: 3 clusters Score -1255110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1255120.125000 Penalty: 4781.106445
	Iteration 25Q: 3 clusters Score -1255120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1255130.750000 Penalty: 4781.106445
	Iteration 26Q: 3 clusters Score -1255131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1255139.375000 Penalty: 4781.106445
	Iteration 27Q: 3 clusters Score -1255139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1255147.000000 Penalty: 4781.106445
	Iteration 28Q: 3 clusters Score -1255147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1255151.625000 Penalty: 4781.106445
	Iteration 29Q: 3 clusters Score -1255152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1255155.250000 Penalty: 4781.106445
	Iteration 30Q: 3 clusters Score -1255155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1255162.375000 Penalty: 4781.106445
	Iteration 31Q: 3 clusters Score -1255162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1255163.125000 Penalty: 4781.106445
	Iteration 32Q: 3 clusters Score -1255163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1255160.875000 Penalty: 4781.106445
	Iteration 33Q: 3 clusters Score -1255161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1255162.250000 Penalty: 4781.106445
	Iteration 34Q: 3 clusters Score -1255162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1255162.375000 Penalty: 4781.106445
	Iteration 35Q: 3 clusters Score -1255162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1255163.375000 Penalty: 4781.106445
	Iteration 36Q: 3 clusters Score -1255163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1255163.375000 Penalty: 4781.106445
	Iteration 37F: 3 clusters Score -1255163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Entering Unmasked Estep 
Score: -705785.000000 Penalty: 2244.325928
	Iteration 0F: 2 clusters Score -705785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -699114.187500 Penalty: 4488.651855
	Iteration 0F: 3 clusters Score -699114.2 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -701138.687500 Penalty: 4488.651855
	Iteration 1F: 3 clusters Score -701138.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -701818.187500 Penalty: 4488.651855
	Iteration 2F: 3 clusters Score -701818.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -702383.500000 Penalty: 4488.651855
	Iteration 3F: 3 clusters Score -702383.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -702785.187500 Penalty: 4488.651855
	Iteration 4F: 3 clusters Score -702785.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -703080.937500 Penalty: 4488.651855
	Iteration 5F: 3 clusters Score -703080.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -703321.000000 Penalty: 4488.651855
	Iteration 6Q: 3 clusters Score -703321 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -703542.437500 Penalty: 4488.651855
	Iteration 7Q: 3 clusters Score -703542.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -703762.187500 Penalty: 4488.651855
	Iteration 8Q: 3 clusters Score -703762.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -703999.125000 Penalty: 4488.651855
	Iteration 9Q: 3 clusters Score -703999.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -704210.375000 Penalty: 4488.651855
	Iteration 10Q: 3 clusters Score -704210.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -704395.437500 Penalty: 4488.651855
	Iteration 11Q: 3 clusters Score -704395.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -704560.437500 Penalty: 4488.651855
	Iteration 12Q: 3 clusters Score -704560.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -704700.062500 Penalty: 4488.651855
	Iteration 13Q: 3 clusters Score -704700.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -704799.875000 Penalty: 4488.651855
	Iteration 14Q: 3 clusters Score -704799.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -704878.125000 Penalty: 4488.651855
	Iteration 15Q: 3 clusters Score -704878.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -704953.625000 Penalty: 4488.651855
	Iteration 16Q: 3 clusters Score -704953.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -705014.562500 Penalty: 4488.651855
	Iteration 17Q: 3 clusters Score -705014.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -705066.750000 Penalty: 4488.651855
	Iteration 18Q: 3 clusters Score -705066.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -705119.062500 Penalty: 4488.651855
	Iteration 19Q: 3 clusters Score -705119.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -705172.125000 Penalty: 4488.651855
	Iteration 20F: 3 clusters Score -705172.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -705221.312500 Penalty: 4488.651855
	Iteration 21Q: 3 clusters Score -705221.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -705262.500000 Penalty: 4488.651855
	Iteration 22Q: 3 clusters Score -705262.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -705304.625000 Penalty: 4488.651855
	Iteration 23Q: 3 clusters Score -705304.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -705333.687500 Penalty: 4488.651855
	Iteration 24Q: 3 clusters Score -705333.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -705356.000000 Penalty: 4488.651855
	Iteration 25Q: 3 clusters Score -705356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -705375.312500 Penalty: 4488.651855
	Iteration 26Q: 3 clusters Score -705375.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -705389.125000 Penalty: 4488.651855
	Iteration 27Q: 3 clusters Score -705389.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -705402.500000 Penalty: 4488.651855
	Iteration 28Q: 3 clusters Score -705402.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -705414.375000 Penalty: 4488.651855
	Iteration 29Q: 3 clusters Score -705414.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -705424.937500 Penalty: 4488.651855
	Iteration 30Q: 3 clusters Score -705424.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -705435.812500 Penalty: 4488.651855
	Iteration 31Q: 3 clusters Score -705435.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -705445.375000 Penalty: 4488.651855
	Iteration 32Q: 3 clusters Score -705445.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -705450.437500 Penalty: 4488.651855
	Iteration 33Q: 3 clusters Score -705450.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -705458.562500 Penalty: 4488.651855
	Iteration 34Q: 3 clusters Score -705458.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -705469.125000 Penalty: 4488.651855
	Iteration 35Q: 3 clusters Score -705469.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -705477.812500 Penalty: 4488.651855
	Iteration 36Q: 3 clusters Score -705477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -705482.062500 Penalty: 4488.651855
	Iteration 37Q: 3 clusters Score -705482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -705487.062500 Penalty: 4488.651855
	Iteration 38Q: 3 clusters Score -705487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -705488.937500 Penalty: 4488.651855
	Iteration 39Q: 3 clusters Score -705488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -705493.250000 Penalty: 4488.651855
	Iteration 40F: 3 clusters Score -705493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -705495.500000 Penalty: 4488.651855
	Iteration 41Q: 3 clusters Score -705495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -705498.750000 Penalty: 4488.651855
	Iteration 42Q: 3 clusters Score -705498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -705498.250000 Penalty: 4488.651855
	Iteration 43Q: 3 clusters Score -705498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -705498.625000 Penalty: 4488.651855
	Iteration 44Q: 3 clusters Score -705498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -705499.125000 Penalty: 4488.651855
	Iteration 45Q: 3 clusters Score -705499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -705500.687500 Penalty: 4488.651855
	Iteration 46Q: 3 clusters Score -705500.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -705500.687500 Penalty: 4488.651855
	Iteration 47F: 3 clusters Score -705500.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Entering Unmasked Estep 
Score: -140561.296875 Penalty: 1902.150513
	Iteration 0F: 2 clusters Score -140561.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -137890.546875 Penalty: 3804.301025
	Iteration 0F: 3 clusters Score -137890.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -138597.000000 Penalty: 3804.301025
	Iteration 1F: 3 clusters Score -138597 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -138974.015625 Penalty: 3804.301025
	Iteration 2F: 3 clusters Score -138974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -139203.750000 Penalty: 3804.301025
	Iteration 3F: 3 clusters Score -139203.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -139442.468750 Penalty: 3804.301025
	Iteration 4F: 3 clusters Score -139442.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139686.390625 Penalty: 3804.301025
	Iteration 5F: 3 clusters Score -139686.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -139936.843750 Penalty: 3804.301025
	Iteration 6F: 3 clusters Score -139936.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -140122.546875 Penalty: 3804.301025
	Iteration 7Q: 3 clusters Score -140122.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -140234.343750 Penalty: 3804.301025
	Iteration 8Q: 3 clusters Score -140234.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140307.953125 Penalty: 3804.301025
	Iteration 9Q: 3 clusters Score -140308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -140357.359375 Penalty: 3804.301025
	Iteration 10Q: 3 clusters Score -140357.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140387.859375 Penalty: 3804.301025
	Iteration 11Q: 3 clusters Score -140387.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140418.734375 Penalty: 3804.301025
	Iteration 12Q: 3 clusters Score -140418.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140444.781250 Penalty: 3804.301025
	Iteration 13Q: 3 clusters Score -140444.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -140476.546875 Penalty: 3804.301025
	Iteration 14Q: 3 clusters Score -140476.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140499.765625 Penalty: 3804.301025
	Iteration 15Q: 3 clusters Score -140499.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140543.656250 Penalty: 3804.301025
	Iteration 16Q: 3 clusters Score -140543.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140580.296875 Penalty: 3804.301025
	Iteration 17Q: 3 clusters Score -140580.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140602.406250 Penalty: 3804.301025
	Iteration 18Q: 3 clusters Score -140602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140634.171875 Penalty: 3804.301025
	Iteration 19Q: 3 clusters Score -140634.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -140656.359375 Penalty: 3804.301025
	Iteration 20F: 3 clusters Score -140656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140678.625000 Penalty: 3804.301025
	Iteration 21Q: 3 clusters Score -140678.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140694.000000 Penalty: 3804.301025
	Iteration 22Q: 3 clusters Score -140694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140714.187500 Penalty: 3804.301025
	Iteration 23Q: 3 clusters Score -140714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140729.906250 Penalty: 3804.301025
	Iteration 24Q: 3 clusters Score -140729.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140749.843750 Penalty: 3804.301025
	Iteration 25Q: 3 clusters Score -140749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140768.859375 Penalty: 3804.301025
	Iteration 26Q: 3 clusters Score -140768.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140803.703125 Penalty: 3804.301025
	Iteration 27Q: 3 clusters Score -140803.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -140846.093750 Penalty: 3804.301025
	Iteration 28Q: 3 clusters Score -140846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -140869.515625 Penalty: 3804.301025
	Iteration 29Q: 3 clusters Score -140869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140892.312500 Penalty: 3804.301025
	Iteration 30Q: 3 clusters Score -140892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140923.281250 Penalty: 3804.301025
	Iteration 31Q: 3 clusters Score -140923.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140980.906250 Penalty: 3804.301025
	Iteration 32Q: 3 clusters Score -140980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141015.109375 Penalty: 3804.301025
	Iteration 33Q: 3 clusters Score -141015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141032.359375 Penalty: 3804.301025
	Iteration 34Q: 3 clusters Score -141032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141054.812500 Penalty: 3804.301025
	Iteration 35Q: 3 clusters Score -141054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141075.171875 Penalty: 3804.301025
	Iteration 36Q: 3 clusters Score -141075.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141126.390625 Penalty: 3804.301025
	Iteration 37Q: 3 clusters Score -141126.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141218.218750 Penalty: 3804.301025
	Iteration 38Q: 3 clusters Score -141218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141339.984375 Penalty: 3804.301025
	Iteration 39Q: 3 clusters Score -141340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -141390.578125 Penalty: 3804.301025
	Iteration 40F: 3 clusters Score -141390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141425.437500 Penalty: 3804.301025
	Iteration 41Q: 3 clusters Score -141425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141456.390625 Penalty: 3804.301025
	Iteration 42Q: 3 clusters Score -141456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -141481.671875 Penalty: 3804.301025
	Iteration 43Q: 3 clusters Score -141481.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -141546.640625 Penalty: 3804.301025
	Iteration 44Q: 3 clusters Score -141546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -141583.109375 Penalty: 3804.301025
	Iteration 45Q: 3 clusters Score -141583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -141606.578125 Penalty: 3804.301025
	Iteration 46Q: 3 clusters Score -141606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -141619.578125 Penalty: 3804.301025
	Iteration 47Q: 3 clusters Score -141619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -141626.703125 Penalty: 3804.301025
	Iteration 48Q: 3 clusters Score -141626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -141638.468750 Penalty: 3804.301025
	Iteration 49Q: 3 clusters Score -141638.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -141664.984375 Penalty: 3804.301025
	Iteration 50Q: 3 clusters Score -141665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -141688.140625 Penalty: 3804.301025
	Iteration 51Q: 3 clusters Score -141688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -141708.921875 Penalty: 3804.301025
	Iteration 52Q: 3 clusters Score -141708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -141719.687500 Penalty: 3804.301025
	Iteration 53Q: 3 clusters Score -141719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -141724.875000 Penalty: 3804.301025
	Iteration 54Q: 3 clusters Score -141724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -141736.609375 Penalty: 3804.301025
	Iteration 55Q: 3 clusters Score -141736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -141743.875000 Penalty: 3804.301025
	Iteration 56Q: 3 clusters Score -141743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -141747.312500 Penalty: 3804.301025
	Iteration 57Q: 3 clusters Score -141747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -141750.578125 Penalty: 3804.301025
	Iteration 58Q: 3 clusters Score -141750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -141753.734375 Penalty: 3804.301025
	Iteration 59Q: 3 clusters Score -141753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -141753.734375 Penalty: 3804.301025
	Iteration 60F: 3 clusters Score -141753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 1817 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8285 members 
Mstep: Class 55 contains 326 members 
Entering Unmasked Estep 
Score: -51174288.000000 Penalty: 182728.750000
Splitting cluster 10 changes total score from -51174512.000000 to -51174288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (7069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Entering Unmasked Estep 
Score: -511941.437500 Penalty: 2198.141602
	Iteration 0F: 2 clusters Score -511941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -506145.812500 Penalty: 4396.283203
	Iteration 0F: 3 clusters Score -506145.8 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -507857.437500 Penalty: 4396.283203
	Iteration 1F: 3 clusters Score -507857.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -508428.781250 Penalty: 4396.283203
	Iteration 2F: 3 clusters Score -508428.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -508910.843750 Penalty: 4396.283203
	Iteration 3F: 3 clusters Score -508910.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -509283.343750 Penalty: 4396.283203
	Iteration 4F: 3 clusters Score -509283.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -509593.875000 Penalty: 4396.283203
	Iteration 5F: 3 clusters Score -509593.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -509826.312500 Penalty: 4396.283203
	Iteration 6Q: 3 clusters Score -509826.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -510023.812500 Penalty: 4396.283203
	Iteration 7Q: 3 clusters Score -510023.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -510242.343750 Penalty: 4396.283203
	Iteration 8Q: 3 clusters Score -510242.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -510434.875000 Penalty: 4396.283203
	Iteration 9Q: 3 clusters Score -510434.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -510616.062500 Penalty: 4396.283203
	Iteration 10Q: 3 clusters Score -510616.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -510820.093750 Penalty: 4396.283203
	Iteration 11Q: 3 clusters Score -510820.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -511018.781250 Penalty: 4396.283203
	Iteration 12Q: 3 clusters Score -511018.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -511214.906250 Penalty: 4396.283203
	Iteration 13Q: 3 clusters Score -511214.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -511392.375000 Penalty: 4396.283203
	Iteration 14Q: 3 clusters Score -511392.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -511535.968750 Penalty: 4396.283203
	Iteration 15Q: 3 clusters Score -511536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -511648.593750 Penalty: 4396.283203
	Iteration 16Q: 3 clusters Score -511648.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -511766.812500 Penalty: 4396.283203
	Iteration 17Q: 3 clusters Score -511766.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -511864.062500 Penalty: 4396.283203
	Iteration 18Q: 3 clusters Score -511864.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -511938.781250 Penalty: 4396.283203
	Iteration 19Q: 3 clusters Score -511938.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -512016.625000 Penalty: 4396.283203
	Iteration 20F: 3 clusters Score -512016.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -512058.593750 Penalty: 4396.283203
	Iteration 21Q: 3 clusters Score -512058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -512099.562500 Penalty: 4396.283203
	Iteration 22Q: 3 clusters Score -512099.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -512160.406250 Penalty: 4396.283203
	Iteration 23Q: 3 clusters Score -512160.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -512202.281250 Penalty: 4396.283203
	Iteration 24Q: 3 clusters Score -512202.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -512234.468750 Penalty: 4396.283203
	Iteration 25Q: 3 clusters Score -512234.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -512262.750000 Penalty: 4396.283203
	Iteration 26Q: 3 clusters Score -512262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -512280.968750 Penalty: 4396.283203
	Iteration 27Q: 3 clusters Score -512281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -512292.093750 Penalty: 4396.283203
	Iteration 28Q: 3 clusters Score -512292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -512294.875000 Penalty: 4396.283203
	Iteration 29Q: 3 clusters Score -512294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -512301.875000 Penalty: 4396.283203
	Iteration 30Q: 3 clusters Score -512301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -512310.875000 Penalty: 4396.283203
	Iteration 31Q: 3 clusters Score -512310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -512313.000000 Penalty: 4396.283203
	Iteration 32Q: 3 clusters Score -512313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -512316.218750 Penalty: 4396.283203
	Iteration 33Q: 3 clusters Score -512316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -512320.218750 Penalty: 4396.283203
	Iteration 34Q: 3 clusters Score -512320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -512321.156250 Penalty: 4396.283203
	Iteration 35Q: 3 clusters Score -512321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -512321.375000 Penalty: 4396.283203
	Iteration 36Q: 3 clusters Score -512321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -512321.375000 Penalty: 4396.283203
	Iteration 37F: 3 clusters Score -512321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8285 members 
Mstep: Class 55 contains 6313 members 
Entering Unmasked Estep 
Score: -51173728.000000 Penalty: 182728.750000
Splitting cluster 11 changes total score from -51174512.000000 to -51173728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -228819.140625 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -228819.1 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 1417 members 
Entering Unmasked Estep 
Score: -225695.046875 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -225695 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -226339.656250 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -226339.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -226525.656250 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -226525.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -226677.203125 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -226677.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -226821.484375 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -226821.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -226979.015625 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -226979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -227123.375000 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -227123.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -227280.125000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -227280.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -227429.359375 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -227429.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -227560.625000 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -227560.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -227637.890625 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -227637.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -227704.125000 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -227704.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -227752.421875 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -227752.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -227777.906250 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -227777.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -227793.781250 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -227793.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -227813.296875 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -227813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -227823.421875 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -227823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -227834.953125 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -227835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -227840.265625 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -227840.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -227844.734375 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -227844.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -227844.734375 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -227844.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -719808.750000 Penalty: 2251.247070
	Iteration 0F: 2 clusters Score -719808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -712978.687500 Penalty: 4502.494141
	Iteration 0F: 3 clusters Score -712978.7 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -714754.500000 Penalty: 4502.494141
	Iteration 1F: 3 clusters Score -714754.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -714983.375000 Penalty: 4502.494141
	Iteration 2F: 3 clusters Score -714983.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -715157.500000 Penalty: 4502.494141
	Iteration 3Q: 3 clusters Score -715157.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -715301.750000 Penalty: 4502.494141
	Iteration 4Q: 3 clusters Score -715301.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -715413.687500 Penalty: 4502.494141
	Iteration 5Q: 3 clusters Score -715413.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -715512.437500 Penalty: 4502.494141
	Iteration 6Q: 3 clusters Score -715512.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -715634.500000 Penalty: 4502.494141
	Iteration 7Q: 3 clusters Score -715634.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -715756.000000 Penalty: 4502.494141
	Iteration 8Q: 3 clusters Score -715756 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -715894.625000 Penalty: 4502.494141
	Iteration 9Q: 3 clusters Score -715894.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -716060.687500 Penalty: 4502.494141
	Iteration 10Q: 3 clusters Score -716060.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -716235.000000 Penalty: 4502.494141
	Iteration 11Q: 3 clusters Score -716235 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -716398.437500 Penalty: 4502.494141
	Iteration 12Q: 3 clusters Score -716398.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -716573.437500 Penalty: 4502.494141
	Iteration 13Q: 3 clusters Score -716573.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -716736.500000 Penalty: 4502.494141
	Iteration 14Q: 3 clusters Score -716736.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -716899.875000 Penalty: 4502.494141
	Iteration 15Q: 3 clusters Score -716899.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -717097.312500 Penalty: 4502.494141
	Iteration 16Q: 3 clusters Score -717097.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -717280.062500 Penalty: 4502.494141
	Iteration 17Q: 3 clusters Score -717280.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -717429.687500 Penalty: 4502.494141
	Iteration 18Q: 3 clusters Score -717429.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -717551.000000 Penalty: 4502.494141
	Iteration 19Q: 3 clusters Score -717551 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -717637.937500 Penalty: 4502.494141
	Iteration 20F: 3 clusters Score -717637.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -717699.625000 Penalty: 4502.494141
	Iteration 21Q: 3 clusters Score -717699.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -717733.687500 Penalty: 4502.494141
	Iteration 22Q: 3 clusters Score -717733.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -717759.375000 Penalty: 4502.494141
	Iteration 23Q: 3 clusters Score -717759.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -717782.750000 Penalty: 4502.494141
	Iteration 24Q: 3 clusters Score -717782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -717793.187500 Penalty: 4502.494141
	Iteration 25Q: 3 clusters Score -717793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -717800.437500 Penalty: 4502.494141
	Iteration 26Q: 3 clusters Score -717800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -717811.625000 Penalty: 4502.494141
	Iteration 27Q: 3 clusters Score -717811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -717818.750000 Penalty: 4502.494141
	Iteration 28Q: 3 clusters Score -717818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -717823.562500 Penalty: 4502.494141
	Iteration 29Q: 3 clusters Score -717823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -717824.250000 Penalty: 4502.494141
	Iteration 30Q: 3 clusters Score -717824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -717825.750000 Penalty: 4502.494141
	Iteration 31Q: 3 clusters Score -717825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -717828.312500 Penalty: 4502.494141
	Iteration 32Q: 3 clusters Score -717828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -717831.250000 Penalty: 4502.494141
	Iteration 33Q: 3 clusters Score -717831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -717835.500000 Penalty: 4502.494141
	Iteration 34Q: 3 clusters Score -717835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -717838.937500 Penalty: 4502.494141
	Iteration 35Q: 3 clusters Score -717838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -717841.500000 Penalty: 4502.494141
	Iteration 36Q: 3 clusters Score -717841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -717840.937500 Penalty: 4502.494141
	Iteration 37Q: 3 clusters Score -717840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -717843.812500 Penalty: 4502.494141
	Iteration 38Q: 3 clusters Score -717843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -717843.812500 Penalty: 4502.494141
	Iteration 39F: 3 clusters Score -717843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Entering Unmasked Estep 
Score: -763931.687500 Penalty: 2254.202881
	Iteration 0F: 2 clusters Score -763931.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -757014.625000 Penalty: 4508.405762
	Iteration 0F: 3 clusters Score -757014.6 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -758985.937500 Penalty: 4508.405762
	Iteration 1F: 3 clusters Score -758985.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -759237.750000 Penalty: 4508.405762
	Iteration 2F: 3 clusters Score -759237.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -759406.875000 Penalty: 4508.405762
	Iteration 3Q: 3 clusters Score -759406.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -759555.375000 Penalty: 4508.405762
	Iteration 4Q: 3 clusters Score -759555.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -759686.625000 Penalty: 4508.405762
	Iteration 5Q: 3 clusters Score -759686.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -759807.812500 Penalty: 4508.405762
	Iteration 6Q: 3 clusters Score -759807.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -759928.062500 Penalty: 4508.405762
	Iteration 7Q: 3 clusters Score -759928.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -760077.000000 Penalty: 4508.405762
	Iteration 8Q: 3 clusters Score -760077 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -760244.250000 Penalty: 4508.405762
	Iteration 9Q: 3 clusters Score -760244.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -760398.687500 Penalty: 4508.405762
	Iteration 10Q: 3 clusters Score -760398.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -760583.812500 Penalty: 4508.405762
	Iteration 11Q: 3 clusters Score -760583.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -760777.187500 Penalty: 4508.405762
	Iteration 12Q: 3 clusters Score -760777.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -760954.187500 Penalty: 4508.405762
	Iteration 13Q: 3 clusters Score -760954.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -761126.000000 Penalty: 4508.405762
	Iteration 14Q: 3 clusters Score -761126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -761269.250000 Penalty: 4508.405762
	Iteration 15Q: 3 clusters Score -761269.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -761364.375000 Penalty: 4508.405762
	Iteration 16Q: 3 clusters Score -761364.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -761444.000000 Penalty: 4508.405762
	Iteration 17Q: 3 clusters Score -761444 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -761516.750000 Penalty: 4508.405762
	Iteration 18Q: 3 clusters Score -761516.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -761569.187500 Penalty: 4508.405762
	Iteration 19Q: 3 clusters Score -761569.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -761606.750000 Penalty: 4508.405762
	Iteration 20F: 3 clusters Score -761606.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -761639.062500 Penalty: 4508.405762
	Iteration 21Q: 3 clusters Score -761639.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -761680.250000 Penalty: 4508.405762
	Iteration 22Q: 3 clusters Score -761680.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -761722.687500 Penalty: 4508.405762
	Iteration 23Q: 3 clusters Score -761722.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -761764.687500 Penalty: 4508.405762
	Iteration 24Q: 3 clusters Score -761764.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -761792.500000 Penalty: 4508.405762
	Iteration 25Q: 3 clusters Score -761792.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -761819.250000 Penalty: 4508.405762
	Iteration 26Q: 3 clusters Score -761819.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -761844.375000 Penalty: 4508.405762
	Iteration 27Q: 3 clusters Score -761844.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -761858.750000 Penalty: 4508.405762
	Iteration 28Q: 3 clusters Score -761858.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -761879.000000 Penalty: 4508.405762
	Iteration 29Q: 3 clusters Score -761879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -761892.062500 Penalty: 4508.405762
	Iteration 30Q: 3 clusters Score -761892.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -761901.937500 Penalty: 4508.405762
	Iteration 31Q: 3 clusters Score -761901.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -761913.500000 Penalty: 4508.405762
	Iteration 32Q: 3 clusters Score -761913.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -761924.500000 Penalty: 4508.405762
	Iteration 33Q: 3 clusters Score -761924.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -761936.937500 Penalty: 4508.405762
	Iteration 34Q: 3 clusters Score -761936.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -761947.812500 Penalty: 4508.405762
	Iteration 35Q: 3 clusters Score -761947.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -761956.875000 Penalty: 4508.405762
	Iteration 36Q: 3 clusters Score -761956.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -761966.187500 Penalty: 4508.405762
	Iteration 37Q: 3 clusters Score -761966.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -761972.875000 Penalty: 4508.405762
	Iteration 38Q: 3 clusters Score -761972.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -761984.500000 Penalty: 4508.405762
	Iteration 39Q: 3 clusters Score -761984.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -761990.250000 Penalty: 4508.405762
	Iteration 40F: 3 clusters Score -761990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -761994.062500 Penalty: 4508.405762
	Iteration 41Q: 3 clusters Score -761994.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -761996.437500 Penalty: 4508.405762
	Iteration 42Q: 3 clusters Score -761996.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -762000.500000 Penalty: 4508.405762
	Iteration 43Q: 3 clusters Score -762000.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -762003.125000 Penalty: 4508.405762
	Iteration 44Q: 3 clusters Score -762003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -762003.437500 Penalty: 4508.405762
	Iteration 45Q: 3 clusters Score -762003.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -762012.312500 Penalty: 4508.405762
	Iteration 46Q: 3 clusters Score -762012.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -762013.312500 Penalty: 4508.405762
	Iteration 47Q: 3 clusters Score -762013.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -762017.937500 Penalty: 4508.405762
	Iteration 48Q: 3 clusters Score -762017.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -762021.125000 Penalty: 4508.405762
	Iteration 49Q: 3 clusters Score -762021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -762028.125000 Penalty: 4508.405762
	Iteration 50Q: 3 clusters Score -762028.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -762033.625000 Penalty: 4508.405762
	Iteration 51Q: 3 clusters Score -762033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -762037.562500 Penalty: 4508.405762
	Iteration 52Q: 3 clusters Score -762037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -762039.500000 Penalty: 4508.405762
	Iteration 53Q: 3 clusters Score -762039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -762042.500000 Penalty: 4508.405762
	Iteration 54Q: 3 clusters Score -762042.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -762048.250000 Penalty: 4508.405762
	Iteration 55Q: 3 clusters Score -762048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -762049.687500 Penalty: 4508.405762
	Iteration 56Q: 3 clusters Score -762049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -762051.062500 Penalty: 4508.405762
	Iteration 57Q: 3 clusters Score -762051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -762052.125000 Penalty: 4508.405762
	Iteration 58Q: 3 clusters Score -762052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -762054.312500 Penalty: 4508.405762
	Iteration 59Q: 3 clusters Score -762054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -762054.312500 Penalty: 4508.405762
	Iteration 60F: 3 clusters Score -762054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -762053.812500 Penalty: 4508.405762
	Iteration 61Q: 3 clusters Score -762053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -762055.125000 Penalty: 4508.405762
	Iteration 62Q: 3 clusters Score -762055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -762055.625000 Penalty: 4508.405762
	Iteration 63Q: 3 clusters Score -762055.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -762056.062500 Penalty: 4508.405762
	Iteration 64Q: 3 clusters Score -762056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -762056.062500 Penalty: 4508.405762
	Iteration 65F: 3 clusters Score -762056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -179974.625000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -179974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -177215.015625 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -177215 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -177716.062500 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -177716.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -177857.250000 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -177857.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -177927.453125 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -177927.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -177982.437500 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -177982.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -178019.000000 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -178019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -178041.625000 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -178041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -178059.781250 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -178059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -178072.812500 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -178072.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -178086.640625 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -178086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -178099.140625 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -178099.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -178111.593750 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -178111.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -178117.718750 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -178117.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -178120.765625 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -178120.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -178124.656250 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -178124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -178128.953125 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -178129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -178136.421875 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -178136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -178141.781250 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -178141.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -178152.718750 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -178152.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -178166.203125 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -178166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -178175.734375 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -178175.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -178182.437500 Penalty: 3833.948730
	Iteration 21Q: 3 clusters Score -178182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -178189.078125 Penalty: 3833.948730
	Iteration 22Q: 3 clusters Score -178189.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -178190.531250 Penalty: 3833.948730
	Iteration 23Q: 3 clusters Score -178190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -178191.921875 Penalty: 3833.948730
	Iteration 24Q: 3 clusters Score -178191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -178192.984375 Penalty: 3833.948730
	Iteration 25Q: 3 clusters Score -178193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -178193.218750 Penalty: 3833.948730
	Iteration 26Q: 3 clusters Score -178193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -178193.218750 Penalty: 3833.948730
	Iteration 27F: 3 clusters Score -178193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Entering Unmasked Estep 
Score: -1812687.500000 Penalty: 2482.124756
	Iteration 0F: 2 clusters Score -1812688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1797091.125000 Penalty: 4964.249512
	Iteration 0F: 3 clusters Score -1797091 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1802488.625000 Penalty: 4964.249512
	Iteration 1F: 3 clusters Score -1802489 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1802991.750000 Penalty: 4964.249512
	Iteration 2F: 3 clusters Score -1802992 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1803541.875000 Penalty: 4964.249512
	Iteration 3F: 3 clusters Score -1803542 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1804216.875000 Penalty: 4964.249512
	Iteration 4F: 3 clusters Score -1804217 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1804925.875000 Penalty: 4964.249512
	Iteration 5F: 3 clusters Score -1804926 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1805688.375000 Penalty: 4964.249512
	Iteration 6F: 3 clusters Score -1805688 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1806401.500000 Penalty: 4964.249512
	Iteration 7F: 3 clusters Score -1806402 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1807017.875000 Penalty: 4964.249512
	Iteration 8F: 3 clusters Score -1807018 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1807566.500000 Penalty: 4964.249512
	Iteration 9Q: 3 clusters Score -1807566 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1808097.625000 Penalty: 4964.249512
	Iteration 10Q: 3 clusters Score -1808098 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1808622.250000 Penalty: 4964.249512
	Iteration 11Q: 3 clusters Score -1808622 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1809121.375000 Penalty: 4964.249512
	Iteration 12Q: 3 clusters Score -1809121 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1809505.500000 Penalty: 4964.249512
	Iteration 13Q: 3 clusters Score -1809506 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1809737.875000 Penalty: 4964.249512
	Iteration 14Q: 3 clusters Score -1809738 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1809863.250000 Penalty: 4964.249512
	Iteration 15Q: 3 clusters Score -1809863 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1809968.250000 Penalty: 4964.249512
	Iteration 16Q: 3 clusters Score -1809968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1810043.750000 Penalty: 4964.249512
	Iteration 17Q: 3 clusters Score -1810044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1810097.375000 Penalty: 4964.249512
	Iteration 18Q: 3 clusters Score -1810097 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1810132.250000 Penalty: 4964.249512
	Iteration 19Q: 3 clusters Score -1810132 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1810167.000000 Penalty: 4964.249512
	Iteration 20F: 3 clusters Score -1810167 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1810188.875000 Penalty: 4964.249512
	Iteration 21Q: 3 clusters Score -1810189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1810216.125000 Penalty: 4964.249512
	Iteration 22Q: 3 clusters Score -1810216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1810238.625000 Penalty: 4964.249512
	Iteration 23Q: 3 clusters Score -1810239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1810259.875000 Penalty: 4964.249512
	Iteration 24Q: 3 clusters Score -1810260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1810286.500000 Penalty: 4964.249512
	Iteration 25Q: 3 clusters Score -1810286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1810306.875000 Penalty: 4964.249512
	Iteration 26Q: 3 clusters Score -1810307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1810320.250000 Penalty: 4964.249512
	Iteration 27Q: 3 clusters Score -1810320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1810319.875000 Penalty: 4964.249512
	Iteration 28Q: 3 clusters Score -1810320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1810328.750000 Penalty: 4964.249512
	Iteration 29Q: 3 clusters Score -1810329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1810338.000000 Penalty: 4964.249512
	Iteration 30Q: 3 clusters Score -1810338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1810343.875000 Penalty: 4964.249512
	Iteration 31Q: 3 clusters Score -1810344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1810348.250000 Penalty: 4964.249512
	Iteration 32Q: 3 clusters Score -1810348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1810349.375000 Penalty: 4964.249512
	Iteration 33Q: 3 clusters Score -1810349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1810350.000000 Penalty: 4964.249512
	Iteration 34Q: 3 clusters Score -1810350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1810357.125000 Penalty: 4964.249512
	Iteration 35Q: 3 clusters Score -1810357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1810358.000000 Penalty: 4964.249512
	Iteration 36Q: 3 clusters Score -1810358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1810352.875000 Penalty: 4964.249512
	Iteration 37Q: 3 clusters Score -1810353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1810359.750000 Penalty: 4964.249512
	Iteration 38Q: 3 clusters Score -1810360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1810361.000000 Penalty: 4964.249512
	Iteration 39Q: 3 clusters Score -1810361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1810368.625000 Penalty: 4964.249512
	Iteration 40F: 3 clusters Score -1810369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1810368.375000 Penalty: 4964.249512
	Iteration 41Q: 3 clusters Score -1810368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1810371.750000 Penalty: 4964.249512
	Iteration 42Q: 3 clusters Score -1810372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1810369.375000 Penalty: 4964.249512
	Iteration 43Q: 3 clusters Score -1810369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1810363.375000 Penalty: 4964.249512
	Iteration 44Q: 3 clusters Score -1810363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1810366.500000 Penalty: 4964.249512
	Iteration 45Q: 3 clusters Score -1810366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1810371.000000 Penalty: 4964.249512
	Iteration 46Q: 3 clusters Score -1810371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1810370.125000 Penalty: 4964.249512
	Iteration 47Q: 3 clusters Score -1810370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1810368.125000 Penalty: 4964.249512
	Iteration 48Q: 3 clusters Score -1810368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1810372.500000 Penalty: 4964.249512
	Iteration 49Q: 3 clusters Score -1810372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1810377.125000 Penalty: 4964.249512
	Iteration 50Q: 3 clusters Score -1810377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1810380.500000 Penalty: 4964.249512
	Iteration 51Q: 3 clusters Score -1810380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1810374.375000 Penalty: 4964.249512
	Iteration 52Q: 3 clusters Score -1810374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1810377.500000 Penalty: 4964.249512
	Iteration 53Q: 3 clusters Score -1810378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1810376.125000 Penalty: 4964.249512
	Iteration 54Q: 3 clusters Score -1810376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1810380.000000 Penalty: 4964.249512
	Iteration 55Q: 3 clusters Score -1810380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1810379.750000 Penalty: 4964.249512
	Iteration 56Q: 3 clusters Score -1810380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1810380.875000 Penalty: 4964.249512
	Iteration 57Q: 3 clusters Score -1810381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1810379.750000 Penalty: 4964.249512
	Iteration 58Q: 3 clusters Score -1810380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1810379.125000 Penalty: 4964.249512
	Iteration 59Q: 3 clusters Score -1810379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1810380.375000 Penalty: 4964.249512
	Iteration 60F: 3 clusters Score -1810380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1810376.000000 Penalty: 4964.249512
	Iteration 61Q: 3 clusters Score -1810376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1810380.375000 Penalty: 4964.249512
	Iteration 62Q: 3 clusters Score -1810380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1810378.125000 Penalty: 4964.249512
	Iteration 63Q: 3 clusters Score -1810378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1810374.750000 Penalty: 4964.249512
	Iteration 64Q: 3 clusters Score -1810375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1810377.875000 Penalty: 4964.249512
	Iteration 65Q: 3 clusters Score -1810378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1810378.750000 Penalty: 4964.249512
	Iteration 66Q: 3 clusters Score -1810379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1810380.625000 Penalty: 4964.249512
	Iteration 67Q: 3 clusters Score -1810381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1810382.375000 Penalty: 4964.249512
	Iteration 68Q: 3 clusters Score -1810382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1810379.750000 Penalty: 4964.249512
	Iteration 69Q: 3 clusters Score -1810380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1810382.750000 Penalty: 4964.249512
	Iteration 70Q: 3 clusters Score -1810383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1810385.125000 Penalty: 4964.249512
	Iteration 71Q: 3 clusters Score -1810385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1810385.875000 Penalty: 4964.249512
	Iteration 72Q: 3 clusters Score -1810386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1810389.125000 Penalty: 4964.249512
	Iteration 73Q: 3 clusters Score -1810389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1810386.625000 Penalty: 4964.249512
	Iteration 74Q: 3 clusters Score -1810387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1810387.375000 Penalty: 4964.249512
	Iteration 75Q: 3 clusters Score -1810387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1810388.125000 Penalty: 4964.249512
	Iteration 76Q: 3 clusters Score -1810388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1810388.125000 Penalty: 4964.249512
	Iteration 77F: 3 clusters Score -1810388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -458396.187500 Penalty: 2145.150146
	Iteration 0F: 2 clusters Score -458396.2 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 2837 members 
Entering Unmasked Estep 
Score: -453456.468750 Penalty: 4290.300293
	Iteration 0F: 3 clusters Score -453456.5 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -454647.187500 Penalty: 4290.300293
	Iteration 1F: 3 clusters Score -454647.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -454855.031250 Penalty: 4290.300293
	Iteration 2F: 3 clusters Score -454855 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -454991.156250 Penalty: 4290.300293
	Iteration 3Q: 3 clusters Score -454991.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -455081.125000 Penalty: 4290.300293
	Iteration 4Q: 3 clusters Score -455081.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -455154.812500 Penalty: 4290.300293
	Iteration 5Q: 3 clusters Score -455154.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -455215.843750 Penalty: 4290.300293
	Iteration 6Q: 3 clusters Score -455215.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -455273.437500 Penalty: 4290.300293
	Iteration 7Q: 3 clusters Score -455273.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -455327.625000 Penalty: 4290.300293
	Iteration 8Q: 3 clusters Score -455327.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -455392.593750 Penalty: 4290.300293
	Iteration 9Q: 3 clusters Score -455392.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455465.156250 Penalty: 4290.300293
	Iteration 10Q: 3 clusters Score -455465.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -455529.843750 Penalty: 4290.300293
	Iteration 11Q: 3 clusters Score -455529.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -455590.093750 Penalty: 4290.300293
	Iteration 12Q: 3 clusters Score -455590.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -455644.656250 Penalty: 4290.300293
	Iteration 13Q: 3 clusters Score -455644.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -455702.375000 Penalty: 4290.300293
	Iteration 14Q: 3 clusters Score -455702.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -455757.875000 Penalty: 4290.300293
	Iteration 15Q: 3 clusters Score -455757.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -455821.156250 Penalty: 4290.300293
	Iteration 16Q: 3 clusters Score -455821.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -455891.468750 Penalty: 4290.300293
	Iteration 17Q: 3 clusters Score -455891.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -455959.625000 Penalty: 4290.300293
	Iteration 18Q: 3 clusters Score -455959.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -456036.343750 Penalty: 4290.300293
	Iteration 19Q: 3 clusters Score -456036.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -456111.906250 Penalty: 4290.300293
	Iteration 20F: 3 clusters Score -456111.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -456173.656250 Penalty: 4290.300293
	Iteration 21Q: 3 clusters Score -456173.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -456226.062500 Penalty: 4290.300293
	Iteration 22Q: 3 clusters Score -456226.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -456271.187500 Penalty: 4290.300293
	Iteration 23Q: 3 clusters Score -456271.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -456305.312500 Penalty: 4290.300293
	Iteration 24Q: 3 clusters Score -456305.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -456344.625000 Penalty: 4290.300293
	Iteration 25Q: 3 clusters Score -456344.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -456380.281250 Penalty: 4290.300293
	Iteration 26Q: 3 clusters Score -456380.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -456403.281250 Penalty: 4290.300293
	Iteration 27Q: 3 clusters Score -456403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -456419.562500 Penalty: 4290.300293
	Iteration 28Q: 3 clusters Score -456419.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -456437.250000 Penalty: 4290.300293
	Iteration 29Q: 3 clusters Score -456437.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -456454.468750 Penalty: 4290.300293
	Iteration 30Q: 3 clusters Score -456454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -456464.468750 Penalty: 4290.300293
	Iteration 31Q: 3 clusters Score -456464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -456477.281250 Penalty: 4290.300293
	Iteration 32Q: 3 clusters Score -456477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -456486.312500 Penalty: 4290.300293
	Iteration 33Q: 3 clusters Score -456486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -456495.500000 Penalty: 4290.300293
	Iteration 34Q: 3 clusters Score -456495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -456501.343750 Penalty: 4290.300293
	Iteration 35Q: 3 clusters Score -456501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -456508.500000 Penalty: 4290.300293
	Iteration 36Q: 3 clusters Score -456508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -456514.781250 Penalty: 4290.300293
	Iteration 37Q: 3 clusters Score -456514.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -456522.125000 Penalty: 4290.300293
	Iteration 38Q: 3 clusters Score -456522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -456523.562500 Penalty: 4290.300293
	Iteration 39Q: 3 clusters Score -456523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -456524.250000 Penalty: 4290.300293
	Iteration 40F: 3 clusters Score -456524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -456526.687500 Penalty: 4290.300293
	Iteration 41Q: 3 clusters Score -456526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -456526.625000 Penalty: 4290.300293
	Iteration 42Q: 3 clusters Score -456526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -456531.500000 Penalty: 4290.300293
	Iteration 43Q: 3 clusters Score -456531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -456533.093750 Penalty: 4290.300293
	Iteration 44Q: 3 clusters Score -456533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -456538.062500 Penalty: 4290.300293
	Iteration 45Q: 3 clusters Score -456538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -456541.593750 Penalty: 4290.300293
	Iteration 46Q: 3 clusters Score -456541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -456544.437500 Penalty: 4290.300293
	Iteration 47Q: 3 clusters Score -456544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -456544.437500 Penalty: 4290.300293
	Iteration 48F: 3 clusters Score -456544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -791806.250000 Penalty: 2310.380615
	Iteration 0F: 2 clusters Score -791806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -783453.187500 Penalty: 4620.761230
	Iteration 0F: 3 clusters Score -783453.2 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -786124.375000 Penalty: 4620.761230
	Iteration 1F: 3 clusters Score -786124.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -786724.125000 Penalty: 4620.761230
	Iteration 2F: 3 clusters Score -786724.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -787259.687500 Penalty: 4620.761230
	Iteration 3F: 3 clusters Score -787259.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -787734.750000 Penalty: 4620.761230
	Iteration 4F: 3 clusters Score -787734.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -788161.687500 Penalty: 4620.761230
	Iteration 5F: 3 clusters Score -788161.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -788544.375000 Penalty: 4620.761230
	Iteration 6F: 3 clusters Score -788544.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -788882.312500 Penalty: 4620.761230
	Iteration 7Q: 3 clusters Score -788882.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -789150.125000 Penalty: 4620.761230
	Iteration 8Q: 3 clusters Score -789150.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -789328.750000 Penalty: 4620.761230
	Iteration 9Q: 3 clusters Score -789328.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -789471.562500 Penalty: 4620.761230
	Iteration 10Q: 3 clusters Score -789471.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -789567.562500 Penalty: 4620.761230
	Iteration 11Q: 3 clusters Score -789567.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -789634.500000 Penalty: 4620.761230
	Iteration 12Q: 3 clusters Score -789634.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -789694.062500 Penalty: 4620.761230
	Iteration 13Q: 3 clusters Score -789694.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -789731.750000 Penalty: 4620.761230
	Iteration 14Q: 3 clusters Score -789731.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -789758.625000 Penalty: 4620.761230
	Iteration 15Q: 3 clusters Score -789758.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -789784.062500 Penalty: 4620.761230
	Iteration 16Q: 3 clusters Score -789784.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -789809.437500 Penalty: 4620.761230
	Iteration 17Q: 3 clusters Score -789809.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -789837.437500 Penalty: 4620.761230
	Iteration 18Q: 3 clusters Score -789837.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -789872.125000 Penalty: 4620.761230
	Iteration 19Q: 3 clusters Score -789872.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -789896.375000 Penalty: 4620.761230
	Iteration 20F: 3 clusters Score -789896.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -789913.937500 Penalty: 4620.761230
	Iteration 21Q: 3 clusters Score -789913.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -789934.500000 Penalty: 4620.761230
	Iteration 22Q: 3 clusters Score -789934.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -789951.125000 Penalty: 4620.761230
	Iteration 23Q: 3 clusters Score -789951.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -789966.000000 Penalty: 4620.761230
	Iteration 24Q: 3 clusters Score -789966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -789982.750000 Penalty: 4620.761230
	Iteration 25Q: 3 clusters Score -789982.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -789999.125000 Penalty: 4620.761230
	Iteration 26Q: 3 clusters Score -789999.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -790015.937500 Penalty: 4620.761230
	Iteration 27Q: 3 clusters Score -790015.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -790030.187500 Penalty: 4620.761230
	Iteration 28Q: 3 clusters Score -790030.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -790050.312500 Penalty: 4620.761230
	Iteration 29Q: 3 clusters Score -790050.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -790066.250000 Penalty: 4620.761230
	Iteration 30Q: 3 clusters Score -790066.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -790081.750000 Penalty: 4620.761230
	Iteration 31Q: 3 clusters Score -790081.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -790100.437500 Penalty: 4620.761230
	Iteration 32Q: 3 clusters Score -790100.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -790125.000000 Penalty: 4620.761230
	Iteration 33Q: 3 clusters Score -790125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -790153.000000 Penalty: 4620.761230
	Iteration 34Q: 3 clusters Score -790153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -790178.437500 Penalty: 4620.761230
	Iteration 35Q: 3 clusters Score -790178.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -790202.625000 Penalty: 4620.761230
	Iteration 36Q: 3 clusters Score -790202.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -790225.875000 Penalty: 4620.761230
	Iteration 37Q: 3 clusters Score -790225.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -790244.437500 Penalty: 4620.761230
	Iteration 38Q: 3 clusters Score -790244.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -790267.062500 Penalty: 4620.761230
	Iteration 39Q: 3 clusters Score -790267.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -790293.500000 Penalty: 4620.761230
	Iteration 40F: 3 clusters Score -790293.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -790322.812500 Penalty: 4620.761230
	Iteration 41Q: 3 clusters Score -790322.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -790357.187500 Penalty: 4620.761230
	Iteration 42Q: 3 clusters Score -790357.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -790399.875000 Penalty: 4620.761230
	Iteration 43Q: 3 clusters Score -790399.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -790444.812500 Penalty: 4620.761230
	Iteration 44Q: 3 clusters Score -790444.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -790482.687500 Penalty: 4620.761230
	Iteration 45Q: 3 clusters Score -790482.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -790515.062500 Penalty: 4620.761230
	Iteration 46Q: 3 clusters Score -790515.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -790551.437500 Penalty: 4620.761230
	Iteration 47Q: 3 clusters Score -790551.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -790583.500000 Penalty: 4620.761230
	Iteration 48Q: 3 clusters Score -790583.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -790614.250000 Penalty: 4620.761230
	Iteration 49Q: 3 clusters Score -790614.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -790630.375000 Penalty: 4620.761230
	Iteration 50Q: 3 clusters Score -790630.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -790652.312500 Penalty: 4620.761230
	Iteration 51Q: 3 clusters Score -790652.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -790662.937500 Penalty: 4620.761230
	Iteration 52Q: 3 clusters Score -790662.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -790673.187500 Penalty: 4620.761230
	Iteration 53Q: 3 clusters Score -790673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -790683.187500 Penalty: 4620.761230
	Iteration 54Q: 3 clusters Score -790683.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -790691.437500 Penalty: 4620.761230
	Iteration 55Q: 3 clusters Score -790691.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -790697.437500 Penalty: 4620.761230
	Iteration 56Q: 3 clusters Score -790697.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -790706.250000 Penalty: 4620.761230
	Iteration 57Q: 3 clusters Score -790706.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -790713.812500 Penalty: 4620.761230
	Iteration 58Q: 3 clusters Score -790713.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -790722.875000 Penalty: 4620.761230
	Iteration 59Q: 3 clusters Score -790722.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -790733.250000 Penalty: 4620.761230
	Iteration 60F: 3 clusters Score -790733.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -790739.375000 Penalty: 4620.761230
	Iteration 61Q: 3 clusters Score -790739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -790745.625000 Penalty: 4620.761230
	Iteration 62Q: 3 clusters Score -790745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -790748.125000 Penalty: 4620.761230
	Iteration 63Q: 3 clusters Score -790748.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -790753.125000 Penalty: 4620.761230
	Iteration 64Q: 3 clusters Score -790753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -790756.625000 Penalty: 4620.761230
	Iteration 65Q: 3 clusters Score -790756.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -790762.250000 Penalty: 4620.761230
	Iteration 66Q: 3 clusters Score -790762.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -790766.000000 Penalty: 4620.761230
	Iteration 67Q: 3 clusters Score -790766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -790773.875000 Penalty: 4620.761230
	Iteration 68Q: 3 clusters Score -790773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -790780.187500 Penalty: 4620.761230
	Iteration 69Q: 3 clusters Score -790780.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -790782.062500 Penalty: 4620.761230
	Iteration 70Q: 3 clusters Score -790782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -790786.312500 Penalty: 4620.761230
	Iteration 71Q: 3 clusters Score -790786.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -790790.562500 Penalty: 4620.761230
	Iteration 72Q: 3 clusters Score -790790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -790792.625000 Penalty: 4620.761230
	Iteration 73Q: 3 clusters Score -790792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -790795.625000 Penalty: 4620.761230
	Iteration 74Q: 3 clusters Score -790795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -790799.062500 Penalty: 4620.761230
	Iteration 75Q: 3 clusters Score -790799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -790800.375000 Penalty: 4620.761230
	Iteration 76Q: 3 clusters Score -790800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -790801.062500 Penalty: 4620.761230
	Iteration 77Q: 3 clusters Score -790801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -790803.625000 Penalty: 4620.761230
	Iteration 78Q: 3 clusters Score -790803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -790806.500000 Penalty: 4620.761230
	Iteration 79Q: 3 clusters Score -790806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -790810.250000 Penalty: 4620.761230
	Iteration 80F: 3 clusters Score -790810.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -790812.187500 Penalty: 4620.761230
	Iteration 81Q: 3 clusters Score -790812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -790814.375000 Penalty: 4620.761230
	Iteration 82Q: 3 clusters Score -790814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -790815.062500 Penalty: 4620.761230
	Iteration 83Q: 3 clusters Score -790815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -790816.875000 Penalty: 4620.761230
	Iteration 84Q: 3 clusters Score -790816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -790819.187500 Penalty: 4620.761230
	Iteration 85Q: 3 clusters Score -790819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -790822.312500 Penalty: 4620.761230
	Iteration 86Q: 3 clusters Score -790822.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -790825.812500 Penalty: 4620.761230
	Iteration 87Q: 3 clusters Score -790825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -790832.062500 Penalty: 4620.761230
	Iteration 88Q: 3 clusters Score -790832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -790836.625000 Penalty: 4620.761230
	Iteration 89Q: 3 clusters Score -790836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -790836.625000 Penalty: 4620.761230
	Iteration 90Q: 3 clusters Score -790836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -790836.812500 Penalty: 4620.761230
	Iteration 91Q: 3 clusters Score -790836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -790838.312500 Penalty: 4620.761230
	Iteration 92Q: 3 clusters Score -790838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -790839.000000 Penalty: 4620.761230
	Iteration 93Q: 3 clusters Score -790839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -790839.000000 Penalty: 4620.761230
	Iteration 94F: 3 clusters Score -790839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -763065.875000 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -763065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -755700.312500 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -755700.3 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -757982.500000 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -757982.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -758419.125000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -758419.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -758867.937500 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -758867.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -759307.562500 Penalty: 4545.126953
	Iteration 4F: 3 clusters Score -759307.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -759785.375000 Penalty: 4545.126953
	Iteration 5F: 3 clusters Score -759785.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -760176.312500 Penalty: 4545.126953
	Iteration 6F: 3 clusters Score -760176.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -760440.000000 Penalty: 4545.126953
	Iteration 7Q: 3 clusters Score -760440 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -760586.312500 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -760586.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -760668.812500 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -760668.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -760730.437500 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -760730.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -760774.625000 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -760774.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -760814.687500 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -760814.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -760847.187500 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -760847.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -760867.562500 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -760867.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -760887.625000 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -760887.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -760899.812500 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -760899.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -760911.000000 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -760911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -760917.187500 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -760917.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -760924.437500 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -760924.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -760932.625000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -760932.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -760938.812500 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -760938.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -760946.375000 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -760946.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -760949.937500 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -760949.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -760954.250000 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -760954.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -760962.625000 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -760962.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -760964.750000 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -760964.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -760969.062500 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -760969.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -760973.312500 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -760973.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -760977.937500 Penalty: 4545.126953
	Iteration 29Q: 3 clusters Score -760977.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -760983.125000 Penalty: 4545.126953
	Iteration 30Q: 3 clusters Score -760983.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -760987.812500 Penalty: 4545.126953
	Iteration 31Q: 3 clusters Score -760987.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -760987.687500 Penalty: 4545.126953
	Iteration 32Q: 3 clusters Score -760987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -760992.375000 Penalty: 4545.126953
	Iteration 33Q: 3 clusters Score -760992.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -760994.937500 Penalty: 4545.126953
	Iteration 34Q: 3 clusters Score -760994.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -760997.750000 Penalty: 4545.126953
	Iteration 35Q: 3 clusters Score -760997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -760998.625000 Penalty: 4545.126953
	Iteration 36Q: 3 clusters Score -760998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -760998.750000 Penalty: 4545.126953
	Iteration 37Q: 3 clusters Score -760998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -761000.187500 Penalty: 4545.126953
	Iteration 38Q: 3 clusters Score -761000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -761001.250000 Penalty: 4545.126953
	Iteration 39Q: 3 clusters Score -761001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -761001.625000 Penalty: 4545.126953
	Iteration 40F: 3 clusters Score -761001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -761002.937500 Penalty: 4545.126953
	Iteration 41Q: 3 clusters Score -761002.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -761004.125000 Penalty: 4545.126953
	Iteration 42Q: 3 clusters Score -761004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -761007.750000 Penalty: 4545.126953
	Iteration 43Q: 3 clusters Score -761007.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -761007.125000 Penalty: 4545.126953
	Iteration 44Q: 3 clusters Score -761007.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -761010.250000 Penalty: 4545.126953
	Iteration 45Q: 3 clusters Score -761010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -761013.000000 Penalty: 4545.126953
	Iteration 46Q: 3 clusters Score -761013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -761014.875000 Penalty: 4545.126953
	Iteration 47Q: 3 clusters Score -761014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -761020.562500 Penalty: 4545.126953
	Iteration 48Q: 3 clusters Score -761020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -761022.625000 Penalty: 4545.126953
	Iteration 49Q: 3 clusters Score -761022.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -761025.375000 Penalty: 4545.126953
	Iteration 50Q: 3 clusters Score -761025.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -761026.687500 Penalty: 4545.126953
	Iteration 51Q: 3 clusters Score -761026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -761028.812500 Penalty: 4545.126953
	Iteration 52Q: 3 clusters Score -761028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -761026.687500 Penalty: 4545.126953
	Iteration 53Q: 3 clusters Score -761026.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -761029.375000 Penalty: 4545.126953
	Iteration 54Q: 3 clusters Score -761029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -761031.875000 Penalty: 4545.126953
	Iteration 55Q: 3 clusters Score -761031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -761032.875000 Penalty: 4545.126953
	Iteration 56Q: 3 clusters Score -761032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -761035.437500 Penalty: 4545.126953
	Iteration 57Q: 3 clusters Score -761035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -761037.625000 Penalty: 4545.126953
	Iteration 58Q: 3 clusters Score -761037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -761040.812500 Penalty: 4545.126953
	Iteration 59Q: 3 clusters Score -761040.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -761042.812500 Penalty: 4545.126953
	Iteration 60F: 3 clusters Score -761042.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -761046.187500 Penalty: 4545.126953
	Iteration 61Q: 3 clusters Score -761046.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -761049.437500 Penalty: 4545.126953
	Iteration 62Q: 3 clusters Score -761049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -761053.187500 Penalty: 4545.126953
	Iteration 63Q: 3 clusters Score -761053.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -761059.625000 Penalty: 4545.126953
	Iteration 64Q: 3 clusters Score -761059.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -761064.500000 Penalty: 4545.126953
	Iteration 65Q: 3 clusters Score -761064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -761069.562500 Penalty: 4545.126953
	Iteration 66Q: 3 clusters Score -761069.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -761072.437500 Penalty: 4545.126953
	Iteration 67Q: 3 clusters Score -761072.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -761075.500000 Penalty: 4545.126953
	Iteration 68Q: 3 clusters Score -761075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -761077.875000 Penalty: 4545.126953
	Iteration 69Q: 3 clusters Score -761077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -761083.000000 Penalty: 4545.126953
	Iteration 70Q: 3 clusters Score -761083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -761091.250000 Penalty: 4545.126953
	Iteration 71Q: 3 clusters Score -761091.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -761098.437500 Penalty: 4545.126953
	Iteration 72Q: 3 clusters Score -761098.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -761104.250000 Penalty: 4545.126953
	Iteration 73Q: 3 clusters Score -761104.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -761112.625000 Penalty: 4545.126953
	Iteration 74Q: 3 clusters Score -761112.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -761124.125000 Penalty: 4545.126953
	Iteration 75Q: 3 clusters Score -761124.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -761130.250000 Penalty: 4545.126953
	Iteration 76Q: 3 clusters Score -761130.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -761144.937500 Penalty: 4545.126953
	Iteration 77Q: 3 clusters Score -761144.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -761153.375000 Penalty: 4545.126953
	Iteration 78Q: 3 clusters Score -761153.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -761163.375000 Penalty: 4545.126953
	Iteration 79Q: 3 clusters Score -761163.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -761173.875000 Penalty: 4545.126953
	Iteration 80F: 3 clusters Score -761173.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -761185.750000 Penalty: 4545.126953
	Iteration 81Q: 3 clusters Score -761185.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -761202.062500 Penalty: 4545.126953
	Iteration 82Q: 3 clusters Score -761202.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -761213.312500 Penalty: 4545.126953
	Iteration 83Q: 3 clusters Score -761213.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -761228.437500 Penalty: 4545.126953
	Iteration 84Q: 3 clusters Score -761228.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -761238.687500 Penalty: 4545.126953
	Iteration 85Q: 3 clusters Score -761238.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -761251.687500 Penalty: 4545.126953
	Iteration 86Q: 3 clusters Score -761251.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -761264.250000 Penalty: 4545.126953
	Iteration 87Q: 3 clusters Score -761264.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -761277.562500 Penalty: 4545.126953
	Iteration 88Q: 3 clusters Score -761277.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -761285.375000 Penalty: 4545.126953
	Iteration 89Q: 3 clusters Score -761285.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -761290.875000 Penalty: 4545.126953
	Iteration 90Q: 3 clusters Score -761290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -761296.000000 Penalty: 4545.126953
	Iteration 91Q: 3 clusters Score -761296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -761298.812500 Penalty: 4545.126953
	Iteration 92Q: 3 clusters Score -761298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -761301.625000 Penalty: 4545.126953
	Iteration 93Q: 3 clusters Score -761301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -761304.625000 Penalty: 4545.126953
	Iteration 94Q: 3 clusters Score -761304.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -761306.500000 Penalty: 4545.126953
	Iteration 95Q: 3 clusters Score -761306.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -761310.312500 Penalty: 4545.126953
	Iteration 96Q: 3 clusters Score -761310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -761312.500000 Penalty: 4545.126953
	Iteration 97Q: 3 clusters Score -761312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -761317.375000 Penalty: 4545.126953
	Iteration 98Q: 3 clusters Score -761317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -761317.687500 Penalty: 4545.126953
	Iteration 99Q: 3 clusters Score -761317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -761319.437500 Penalty: 4545.126953
	Iteration 100F: 3 clusters Score -761319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -761324.000000 Penalty: 4545.126953
	Iteration 101Q: 3 clusters Score -761324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -761323.937500 Penalty: 4545.126953
	Iteration 102Q: 3 clusters Score -761323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -761326.500000 Penalty: 4545.126953
	Iteration 103Q: 3 clusters Score -761326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -761327.500000 Penalty: 4545.126953
	Iteration 104Q: 3 clusters Score -761327.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -761328.812500 Penalty: 4545.126953
	Iteration 105Q: 3 clusters Score -761328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -761331.125000 Penalty: 4545.126953
	Iteration 106Q: 3 clusters Score -761331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -761336.437500 Penalty: 4545.126953
	Iteration 107Q: 3 clusters Score -761336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -761340.750000 Penalty: 4545.126953
	Iteration 108Q: 3 clusters Score -761340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -761342.250000 Penalty: 4545.126953
	Iteration 109Q: 3 clusters Score -761342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -761342.687500 Penalty: 4545.126953
	Iteration 110Q: 3 clusters Score -761342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -761344.500000 Penalty: 4545.126953
	Iteration 111Q: 3 clusters Score -761344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -761345.312500 Penalty: 4545.126953
	Iteration 112Q: 3 clusters Score -761345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -761345.875000 Penalty: 4545.126953
	Iteration 113Q: 3 clusters Score -761345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -761350.875000 Penalty: 4545.126953
	Iteration 114Q: 3 clusters Score -761350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -761351.062500 Penalty: 4545.126953
	Iteration 115Q: 3 clusters Score -761351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -761352.812500 Penalty: 4545.126953
	Iteration 116Q: 3 clusters Score -761352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -761353.625000 Penalty: 4545.126953
	Iteration 117Q: 3 clusters Score -761353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -761353.625000 Penalty: 4545.126953
	Iteration 118F: 3 clusters Score -761353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -100942.781250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -100942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -98768.945312 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -98768.95 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99168.289062 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -99168.29 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99282.507812 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -99282.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99360.101562 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -99360.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -99395.523438 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -99395.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99425.578125 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -99425.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99478.304688 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -99478.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99514.765625 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -99514.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99546.820312 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -99546.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99567.085938 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -99567.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99584.875000 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -99584.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99605.359375 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -99605.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99615.507812 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -99615.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -99624.820312 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -99624.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99635.406250 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -99635.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99642.992188 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -99642.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99659.500000 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -99659.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99675.781250 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -99675.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99679.804688 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -99679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99682.015625 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -99682.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99688.710938 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -99688.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99695.085938 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -99695.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99702.218750 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -99702.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99707.859375 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -99707.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99709.140625 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -99709.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99710.210938 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -99710.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99710.632812 Penalty: 3577.663818
	Iteration 26Q: 3 clusters Score -99710.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -99710.632812 Penalty: 3577.663818
	Iteration 27F: 3 clusters Score -99710.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -735168.312500 Penalty: 2259.189453
	Iteration 0F: 2 clusters Score -735168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -728145.187500 Penalty: 4518.378906
	Iteration 0F: 3 clusters Score -728145.2 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -730269.437500 Penalty: 4518.378906
	Iteration 1F: 3 clusters Score -730269.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -730577.687500 Penalty: 4518.378906
	Iteration 2F: 3 clusters Score -730577.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -730797.750000 Penalty: 4518.378906
	Iteration 3F: 3 clusters Score -730797.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -730968.125000 Penalty: 4518.378906
	Iteration 4Q: 3 clusters Score -730968.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -731108.750000 Penalty: 4518.378906
	Iteration 5Q: 3 clusters Score -731108.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -731232.500000 Penalty: 4518.378906
	Iteration 6Q: 3 clusters Score -731232.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -731331.062500 Penalty: 4518.378906
	Iteration 7Q: 3 clusters Score -731331.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -731411.750000 Penalty: 4518.378906
	Iteration 8Q: 3 clusters Score -731411.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -731482.375000 Penalty: 4518.378906
	Iteration 9Q: 3 clusters Score -731482.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -731550.875000 Penalty: 4518.378906
	Iteration 10Q: 3 clusters Score -731550.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -731621.687500 Penalty: 4518.378906
	Iteration 11Q: 3 clusters Score -731621.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -731691.937500 Penalty: 4518.378906
	Iteration 12Q: 3 clusters Score -731691.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -731756.687500 Penalty: 4518.378906
	Iteration 13Q: 3 clusters Score -731756.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -731823.500000 Penalty: 4518.378906
	Iteration 14Q: 3 clusters Score -731823.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -731906.187500 Penalty: 4518.378906
	Iteration 15Q: 3 clusters Score -731906.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -731997.312500 Penalty: 4518.378906
	Iteration 16Q: 3 clusters Score -731997.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -732101.500000 Penalty: 4518.378906
	Iteration 17Q: 3 clusters Score -732101.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -732188.437500 Penalty: 4518.378906
	Iteration 18Q: 3 clusters Score -732188.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -732275.000000 Penalty: 4518.378906
	Iteration 19Q: 3 clusters Score -732275 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -732381.000000 Penalty: 4518.378906
	Iteration 20F: 3 clusters Score -732381 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -732504.187500 Penalty: 4518.378906
	Iteration 21Q: 3 clusters Score -732504.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -732636.312500 Penalty: 4518.378906
	Iteration 22Q: 3 clusters Score -732636.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -732799.437500 Penalty: 4518.378906
	Iteration 23Q: 3 clusters Score -732799.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -733033.125000 Penalty: 4518.378906
	Iteration 24Q: 3 clusters Score -733033.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -733347.437500 Penalty: 4518.378906
	Iteration 25Q: 3 clusters Score -733347.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -733739.750000 Penalty: 4518.378906
	Iteration 26Q: 3 clusters Score -733739.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -734140.375000 Penalty: 4518.378906
	Iteration 27Q: 3 clusters Score -734140.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -734452.500000 Penalty: 4518.378906
	Iteration 28Q: 3 clusters Score -734452.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -734610.312500 Penalty: 4518.378906
	Iteration 29Q: 3 clusters Score -734610.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -734693.500000 Penalty: 4518.378906
	Iteration 30Q: 3 clusters Score -734693.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -734742.250000 Penalty: 4518.378906
	Iteration 31Q: 3 clusters Score -734742.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -734769.187500 Penalty: 4518.378906
	Iteration 32Q: 3 clusters Score -734769.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -734780.250000 Penalty: 4518.378906
	Iteration 33Q: 3 clusters Score -734780.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -734787.312500 Penalty: 4518.378906
	Iteration 34Q: 3 clusters Score -734787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -734792.875000 Penalty: 4518.378906
	Iteration 35Q: 3 clusters Score -734792.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -734803.062500 Penalty: 4518.378906
	Iteration 36Q: 3 clusters Score -734803.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -734808.937500 Penalty: 4518.378906
	Iteration 37Q: 3 clusters Score -734808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -734812.500000 Penalty: 4518.378906
	Iteration 38Q: 3 clusters Score -734812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -734813.937500 Penalty: 4518.378906
	Iteration 39Q: 3 clusters Score -734813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -734825.187500 Penalty: 4518.378906
	Iteration 40F: 3 clusters Score -734825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -734827.875000 Penalty: 4518.378906
	Iteration 41Q: 3 clusters Score -734827.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -734830.812500 Penalty: 4518.378906
	Iteration 42Q: 3 clusters Score -734830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -734832.187500 Penalty: 4518.378906
	Iteration 43Q: 3 clusters Score -734832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -734832.750000 Penalty: 4518.378906
	Iteration 44Q: 3 clusters Score -734832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -734832.375000 Penalty: 4518.378906
	Iteration 45Q: 3 clusters Score -734832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -734833.250000 Penalty: 4518.378906
	Iteration 46Q: 3 clusters Score -734833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -734833.437500 Penalty: 4518.378906
	Iteration 47Q: 3 clusters Score -734833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -734834.375000 Penalty: 4518.378906
	Iteration 48Q: 3 clusters Score -734834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -734834.437500 Penalty: 4518.378906
	Iteration 49Q: 3 clusters Score -734834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -734834.437500 Penalty: 4518.378906
	Iteration 50F: 3 clusters Score -734834.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Entering Unmasked Estep 
Score: -5070532.000000 Penalty: 2732.217285
	Iteration 0F: 2 clusters Score -5070532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5029686.500000 Penalty: 5464.434570
	Iteration 0F: 3 clusters Score -5029686 nChanged 28409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5046012.000000 Penalty: 5464.434570
	Iteration 1F: 3 clusters Score -5046012 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -5046922.000000 Penalty: 5464.434570
	Iteration 2Q: 3 clusters Score -5046922 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5048184.000000 Penalty: 5464.434570
	Iteration 3Q: 3 clusters Score -5048184 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5049923.500000 Penalty: 5464.434570
	Iteration 4F: 3 clusters Score -5049924 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5052385.000000 Penalty: 5464.434570
	Iteration 5F: 3 clusters Score -5052385 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -5055557.500000 Penalty: 5464.434570
	Iteration 6F: 3 clusters Score -5055558 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -5059057.000000 Penalty: 5464.434570
	Iteration 7F: 3 clusters Score -5059057 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -5062191.500000 Penalty: 5464.434570
	Iteration 8F: 3 clusters Score -5062192 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -5064669.000000 Penalty: 5464.434570
	Iteration 9Q: 3 clusters Score -5064669 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -5066283.500000 Penalty: 5464.434570
	Iteration 10Q: 3 clusters Score -5066284 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -5067127.000000 Penalty: 5464.434570
	Iteration 11Q: 3 clusters Score -5067127 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -5067589.000000 Penalty: 5464.434570
	Iteration 12Q: 3 clusters Score -5067589 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -5067823.000000 Penalty: 5464.434570
	Iteration 13Q: 3 clusters Score -5067823 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -5067951.500000 Penalty: 5464.434570
	Iteration 14Q: 3 clusters Score -5067952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -5068036.000000 Penalty: 5464.434570
	Iteration 15Q: 3 clusters Score -5068036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -5068089.500000 Penalty: 5464.434570
	Iteration 16Q: 3 clusters Score -5068090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -5068111.000000 Penalty: 5464.434570
	Iteration 17Q: 3 clusters Score -5068111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -5068133.500000 Penalty: 5464.434570
	Iteration 18Q: 3 clusters Score -5068134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -5068158.500000 Penalty: 5464.434570
	Iteration 19Q: 3 clusters Score -5068158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -5068159.500000 Penalty: 5464.434570
	Iteration 20F: 3 clusters Score -5068160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -5068172.500000 Penalty: 5464.434570
	Iteration 21Q: 3 clusters Score -5068172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -5068183.000000 Penalty: 5464.434570
	Iteration 22Q: 3 clusters Score -5068183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -5068190.000000 Penalty: 5464.434570
	Iteration 23Q: 3 clusters Score -5068190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -5068194.500000 Penalty: 5464.434570
	Iteration 24Q: 3 clusters Score -5068194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -5068196.500000 Penalty: 5464.434570
	Iteration 25Q: 3 clusters Score -5068196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -5068200.500000 Penalty: 5464.434570
	Iteration 26Q: 3 clusters Score -5068200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -5068205.000000 Penalty: 5464.434570
	Iteration 27Q: 3 clusters Score -5068205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -5068206.500000 Penalty: 5464.434570
	Iteration 28Q: 3 clusters Score -5068206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -5068206.500000 Penalty: 5464.434570
	Iteration 29Q: 3 clusters Score -5068206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -5068204.500000 Penalty: 5464.434570
	Iteration 30Q: 3 clusters Score -5068204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -5068204.500000 Penalty: 5464.434570
	Iteration 31F: 3 clusters Score -5068204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Entering Unmasked Estep 
Score: -1317747.625000 Penalty: 2396.803955
	Iteration 0F: 2 clusters Score -1317748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1306318.750000 Penalty: 4793.607910
	Iteration 0F: 3 clusters Score -1306319 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1310133.375000 Penalty: 4793.607910
	Iteration 1F: 3 clusters Score -1310133 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1310663.625000 Penalty: 4793.607910
	Iteration 2F: 3 clusters Score -1310664 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1311174.375000 Penalty: 4793.607910
	Iteration 3F: 3 clusters Score -1311174 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1311723.500000 Penalty: 4793.607910
	Iteration 4F: 3 clusters Score -1311724 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1312276.500000 Penalty: 4793.607910
	Iteration 5F: 3 clusters Score -1312276 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1312872.875000 Penalty: 4793.607910
	Iteration 6F: 3 clusters Score -1312873 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1313445.125000 Penalty: 4793.607910
	Iteration 7F: 3 clusters Score -1313445 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1313970.000000 Penalty: 4793.607910
	Iteration 8Q: 3 clusters Score -1313970 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1314385.875000 Penalty: 4793.607910
	Iteration 9Q: 3 clusters Score -1314386 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1314729.125000 Penalty: 4793.607910
	Iteration 10Q: 3 clusters Score -1314729 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1315013.250000 Penalty: 4793.607910
	Iteration 11Q: 3 clusters Score -1315013 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1315269.375000 Penalty: 4793.607910
	Iteration 12Q: 3 clusters Score -1315269 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1315515.875000 Penalty: 4793.607910
	Iteration 13Q: 3 clusters Score -1315516 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1315749.250000 Penalty: 4793.607910
	Iteration 14Q: 3 clusters Score -1315749 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1315950.000000 Penalty: 4793.607910
	Iteration 15Q: 3 clusters Score -1315950 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1316103.750000 Penalty: 4793.607910
	Iteration 16Q: 3 clusters Score -1316104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1316221.750000 Penalty: 4793.607910
	Iteration 17Q: 3 clusters Score -1316222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1316293.875000 Penalty: 4793.607910
	Iteration 18Q: 3 clusters Score -1316294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1316342.000000 Penalty: 4793.607910
	Iteration 19Q: 3 clusters Score -1316342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1316376.875000 Penalty: 4793.607910
	Iteration 20F: 3 clusters Score -1316377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1316416.875000 Penalty: 4793.607910
	Iteration 21Q: 3 clusters Score -1316417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1316438.375000 Penalty: 4793.607910
	Iteration 22Q: 3 clusters Score -1316438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1316461.750000 Penalty: 4793.607910
	Iteration 23Q: 3 clusters Score -1316462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1316476.375000 Penalty: 4793.607910
	Iteration 24Q: 3 clusters Score -1316476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1316494.000000 Penalty: 4793.607910
	Iteration 25Q: 3 clusters Score -1316494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1316502.375000 Penalty: 4793.607910
	Iteration 26Q: 3 clusters Score -1316502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1316505.750000 Penalty: 4793.607910
	Iteration 27Q: 3 clusters Score -1316506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1316508.750000 Penalty: 4793.607910
	Iteration 28Q: 3 clusters Score -1316509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1316507.125000 Penalty: 4793.607910
	Iteration 29Q: 3 clusters Score -1316507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1316509.000000 Penalty: 4793.607910
	Iteration 30Q: 3 clusters Score -1316509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1316515.500000 Penalty: 4793.607910
	Iteration 31Q: 3 clusters Score -1316516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1316521.250000 Penalty: 4793.607910
	Iteration 32Q: 3 clusters Score -1316521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1316518.750000 Penalty: 4793.607910
	Iteration 33Q: 3 clusters Score -1316519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1316522.875000 Penalty: 4793.607910
	Iteration 34Q: 3 clusters Score -1316523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1316521.625000 Penalty: 4793.607910
	Iteration 35Q: 3 clusters Score -1316522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1316525.625000 Penalty: 4793.607910
	Iteration 36Q: 3 clusters Score -1316526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1316528.250000 Penalty: 4793.607910
	Iteration 37Q: 3 clusters Score -1316528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1316527.875000 Penalty: 4793.607910
	Iteration 38Q: 3 clusters Score -1316528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1316529.125000 Penalty: 4793.607910
	Iteration 39Q: 3 clusters Score -1316529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1316531.500000 Penalty: 4793.607910
	Iteration 40F: 3 clusters Score -1316532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1316528.250000 Penalty: 4793.607910
	Iteration 41Q: 3 clusters Score -1316528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1316531.750000 Penalty: 4793.607910
	Iteration 42Q: 3 clusters Score -1316532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1316533.125000 Penalty: 4793.607910
	Iteration 43Q: 3 clusters Score -1316533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1316533.000000 Penalty: 4793.607910
	Iteration 44Q: 3 clusters Score -1316533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1316535.875000 Penalty: 4793.607910
	Iteration 45Q: 3 clusters Score -1316536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1316540.250000 Penalty: 4793.607910
	Iteration 46Q: 3 clusters Score -1316540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1316538.125000 Penalty: 4793.607910
	Iteration 47Q: 3 clusters Score -1316538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1316541.750000 Penalty: 4793.607910
	Iteration 48Q: 3 clusters Score -1316542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1316543.500000 Penalty: 4793.607910
	Iteration 49Q: 3 clusters Score -1316544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1316543.500000 Penalty: 4793.607910
	Iteration 50Q: 3 clusters Score -1316544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1316542.625000 Penalty: 4793.607910
	Iteration 51Q: 3 clusters Score -1316543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1316543.875000 Penalty: 4793.607910
	Iteration 52Q: 3 clusters Score -1316544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1316543.875000 Penalty: 4793.607910
	Iteration 53F: 3 clusters Score -1316544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -178969.171875 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -178969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -176217.656250 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -176217.7 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -176781.453125 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -176781.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -176942.437500 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -176942.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -177045.000000 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -177045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -177111.687500 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -177111.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -177161.078125 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -177161.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -177201.109375 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -177201.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -177221.765625 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -177221.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -177239.390625 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -177239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -177254.921875 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -177254.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -177275.609375 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -177275.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -177290.468750 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -177290.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177302.218750 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -177302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177311.765625 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -177311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -177324.609375 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -177324.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -177339.125000 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -177339.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177354.687500 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -177354.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -177369.656250 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -177369.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -177379.765625 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -177379.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -177392.062500 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -177392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -177404.296875 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -177404.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -177420.625000 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -177420.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -177432.031250 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -177432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -177452.187500 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -177452.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -177470.156250 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -177470.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -177487.703125 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -177487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -177498.640625 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -177498.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -177509.203125 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -177509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -177513.406250 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -177513.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -177518.000000 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -177518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -177520.953125 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -177521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -177523.109375 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -177523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -177524.703125 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -177524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -177525.656250 Penalty: 3823.594238
	Iteration 33Q: 3 clusters Score -177525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -177526.468750 Penalty: 3823.594238
	Iteration 34Q: 3 clusters Score -177526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -177528.828125 Penalty: 3823.594238
	Iteration 35Q: 3 clusters Score -177528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -177529.265625 Penalty: 3823.594238
	Iteration 36Q: 3 clusters Score -177529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -177529.265625 Penalty: 3823.594238
	Iteration 37F: 3 clusters Score -177529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -88628.031250 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -88628.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86584.789062 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -86584.79 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86866.937500 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -86866.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -86960.757812 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -86960.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87017.289062 Penalty: 3481.571045
	Iteration 3Q: 3 clusters Score -87017.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -87044.320312 Penalty: 3481.571045
	Iteration 4Q: 3 clusters Score -87044.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -87062.070312 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -87062.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -87080.882812 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -87080.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -87096.273438 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -87096.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87104.031250 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -87104.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87110.929688 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -87110.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87118.640625 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -87118.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87129.382812 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -87129.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87135.578125 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -87135.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87139.062500 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -87139.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87143.000000 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -87143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87143.000000 Penalty: 3481.571045
	Iteration 15F: 3 clusters Score -87143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -110559.015625 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -110559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -108058.023438 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -108058 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -108596.117188 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -108596.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -108758.265625 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -108758.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -108888.414062 Penalty: 3751.347412
	Iteration 3F: 3 clusters Score -108888.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -108993.015625 Penalty: 3751.347412
	Iteration 4Q: 3 clusters Score -108993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109121.828125 Penalty: 3751.347412
	Iteration 5Q: 3 clusters Score -109121.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -109253.156250 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -109253.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -109402.671875 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -109402.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -109529.875000 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -109529.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -109668.203125 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -109668.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -109945.921875 Penalty: 3751.347412
	Iteration 10F: 3 clusters Score -109945.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -110236.718750 Penalty: 3751.347412
	Iteration 11F: 3 clusters Score -110236.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -110460.078125 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -110460.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -110732.234375 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -110732.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -110803.906250 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -110803.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -110829.476562 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -110829.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -110843.593750 Penalty: 3751.347412
	Iteration 16Q: 3 clusters Score -110843.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -110852.898438 Penalty: 3751.347412
	Iteration 17Q: 3 clusters Score -110852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -110859.796875 Penalty: 3751.347412
	Iteration 18Q: 3 clusters Score -110859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -110862.148438 Penalty: 3751.347412
	Iteration 19Q: 3 clusters Score -110862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -110864.343750 Penalty: 3751.347412
	Iteration 20F: 3 clusters Score -110864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -110865.492188 Penalty: 3751.347412
	Iteration 21Q: 3 clusters Score -110865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -110867.312500 Penalty: 3751.347412
	Iteration 22Q: 3 clusters Score -110867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -110870.718750 Penalty: 3751.347412
	Iteration 23Q: 3 clusters Score -110870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -110872.664062 Penalty: 3751.347412
	Iteration 24Q: 3 clusters Score -110872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -110874.125000 Penalty: 3751.347412
	Iteration 25Q: 3 clusters Score -110874.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -110874.570312 Penalty: 3751.347412
	Iteration 26Q: 3 clusters Score -110874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -110874.570312 Penalty: 3751.347412
	Iteration 27F: 3 clusters Score -110874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8285 members 
Mstep: Class 55 contains 1320 members 
Entering Unmasked Estep 
Score: -51173496.000000 Penalty: 182728.750000
Splitting cluster 26 changes total score from -51174512.000000 to -51173496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (19334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Entering Unmasked Estep 
Score: -1659524.500000 Penalty: 2447.665771
	Iteration 0F: 2 clusters Score -1659524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1645779.750000 Penalty: 4895.331543
	Iteration 0F: 3 clusters Score -1645780 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1650415.000000 Penalty: 4895.331543
	Iteration 1F: 3 clusters Score -1650415 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1650836.500000 Penalty: 4895.331543
	Iteration 2F: 3 clusters Score -1650836 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1651281.750000 Penalty: 4895.331543
	Iteration 3F: 3 clusters Score -1651282 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1651848.375000 Penalty: 4895.331543
	Iteration 4F: 3 clusters Score -1651848 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1652569.750000 Penalty: 4895.331543
	Iteration 5F: 3 clusters Score -1652570 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1653391.250000 Penalty: 4895.331543
	Iteration 6F: 3 clusters Score -1653391 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1654175.375000 Penalty: 4895.331543
	Iteration 7F: 3 clusters Score -1654175 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1654807.625000 Penalty: 4895.331543
	Iteration 8F: 3 clusters Score -1654808 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1655258.250000 Penalty: 4895.331543
	Iteration 9Q: 3 clusters Score -1655258 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1655584.375000 Penalty: 4895.331543
	Iteration 10Q: 3 clusters Score -1655584 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1655784.875000 Penalty: 4895.331543
	Iteration 11Q: 3 clusters Score -1655785 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1655953.750000 Penalty: 4895.331543
	Iteration 12Q: 3 clusters Score -1655954 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1656077.500000 Penalty: 4895.331543
	Iteration 13Q: 3 clusters Score -1656078 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1656162.750000 Penalty: 4895.331543
	Iteration 14Q: 3 clusters Score -1656163 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1656238.625000 Penalty: 4895.331543
	Iteration 15Q: 3 clusters Score -1656239 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1656319.250000 Penalty: 4895.331543
	Iteration 16Q: 3 clusters Score -1656319 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1656400.250000 Penalty: 4895.331543
	Iteration 17Q: 3 clusters Score -1656400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1656478.250000 Penalty: 4895.331543
	Iteration 18Q: 3 clusters Score -1656478 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1656554.750000 Penalty: 4895.331543
	Iteration 19Q: 3 clusters Score -1656555 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1656618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1656663 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1656712.875000 Penalty: 4895.331543
	Iteration 22Q: 3 clusters Score -1656713 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1656760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1656803.250000 Penalty: 4895.331543
	Iteration 24Q: 3 clusters Score -1656803 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1656842.500000 Penalty: 4895.331543
	Iteration 25Q: 3 clusters Score -1656842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1656894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1656948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1656988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1657029 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1657053.000000 Penalty: 4895.331543
	Iteration 30Q: 3 clusters Score -1657053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1657083.250000 Penalty: 4895.331543
	Iteration 31Q: 3 clusters Score -1657083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1657112.000000 Penalty: 4895.331543
	Iteration 32Q: 3 clusters Score -1657112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1657144.250000 Penalty: 4895.331543
	Iteration 33Q: 3 clusters Score -1657144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1657167.250000 Penalty: 4895.331543
	Iteration 34Q: 3 clusters Score -1657167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1657181.875000 Penalty: 4895.331543
	Iteration 35Q: 3 clusters Score -1657182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1657195.000000 Penalty: 4895.331543
	Iteration 36Q: 3 clusters Score -1657195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1657209.000000 Penalty: 4895.331543
	Iteration 37Q: 3 clusters Score -1657209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1657215.750000 Penalty: 4895.331543
	Iteration 38Q: 3 clusters Score -1657216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1657225.500000 Penalty: 4895.331543
	Iteration 39Q: 3 clusters Score -1657226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1657230.750000 Penalty: 4895.331543
	Iteration 40F: 3 clusters Score -1657231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1657241.500000 Penalty: 4895.331543
	Iteration 41Q: 3 clusters Score -1657242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1657247.625000 Penalty: 4895.331543
	Iteration 42Q: 3 clusters Score -1657248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1657247.875000 Penalty: 4895.331543
	Iteration 43Q: 3 clusters Score -1657248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1657253.375000 Penalty: 4895.331543
	Iteration 44Q: 3 clusters Score -1657253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1657253.375000 Penalty: 4895.331543
	Iteration 45Q: 3 clusters Score -1657253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1657255.125000 Penalty: 4895.331543
	Iteration 46Q: 3 clusters Score -1657255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1657257.000000 Penalty: 4895.331543
	Iteration 47Q: 3 clusters Score -1657257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1657258.500000 Penalty: 4895.331543
	Iteration 48Q: 3 clusters Score -1657258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1657260.250000 Penalty: 4895.331543
	Iteration 49Q: 3 clusters Score -1657260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1657257.875000 Penalty: 4895.331543
	Iteration 50Q: 3 clusters Score -1657258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1657259.625000 Penalty: 4895.331543
	Iteration 51Q: 3 clusters Score -1657260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1657263.125000 Penalty: 4895.331543
	Iteration 52Q: 3 clusters Score -1657263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1657266.875000 Penalty: 4895.331543
	Iteration 53Q: 3 clusters Score -1657267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1657266.125000 Penalty: 4895.331543
	Iteration 54Q: 3 clusters Score -1657266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1657266.250000 Penalty: 4895.331543
	Iteration 55Q: 3 clusters Score -1657266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1657266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1657267.500000 Penalty: 4895.331543
	Iteration 57Q: 3 clusters Score -1657268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1657267.750000 Penalty: 4895.331543
	Iteration 58Q: 3 clusters Score -1657268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1657268.750000 Penalty: 4895.331543
	Iteration 59Q: 3 clusters Score -1657269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1657271.750000 Penalty: 4895.331543
	Iteration 60F: 3 clusters Score -1657272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1657273.125000 Penalty: 4895.331543
	Iteration 61Q: 3 clusters Score -1657273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1657275.375000 Penalty: 4895.331543
	Iteration 62Q: 3 clusters Score -1657275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1657275.875000 Penalty: 4895.331543
	Iteration 63Q: 3 clusters Score -1657276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1657278.250000 Penalty: 4895.331543
	Iteration 64Q: 3 clusters Score -1657278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1657279.500000 Penalty: 4895.331543
	Iteration 65Q: 3 clusters Score -1657280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1657279.750000 Penalty: 4895.331543
	Iteration 66Q: 3 clusters Score -1657280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1657281.500000 Penalty: 4895.331543
	Iteration 67Q: 3 clusters Score -1657282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1657280.125000 Penalty: 4895.331543
	Iteration 68Q: 3 clusters Score -1657280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1657278.375000 Penalty: 4895.331543
	Iteration 69Q: 3 clusters Score -1657278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1657279.625000 Penalty: 4895.331543
	Iteration 70Q: 3 clusters Score -1657280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1657282.250000 Penalty: 4895.331543
	Iteration 71Q: 3 clusters Score -1657282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1657285.625000 Penalty: 4895.331543
	Iteration 72Q: 3 clusters Score -1657286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1657288.125000 Penalty: 4895.331543
	Iteration 73Q: 3 clusters Score -1657288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1657289.000000 Penalty: 4895.331543
	Iteration 74Q: 3 clusters Score -1657289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1657293.125000 Penalty: 4895.331543
	Iteration 75Q: 3 clusters Score -1657293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1657293.750000 Penalty: 4895.331543
	Iteration 76Q: 3 clusters Score -1657294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1657297.750000 Penalty: 4895.331543
	Iteration 77Q: 3 clusters Score -1657298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1657296.625000 Penalty: 4895.331543
	Iteration 78Q: 3 clusters Score -1657297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1657299.750000 Penalty: 4895.331543
	Iteration 79Q: 3 clusters Score -1657300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1657302.000000 Penalty: 4895.331543
	Iteration 80F: 3 clusters Score -1657302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1657302.125000 Penalty: 4895.331543
	Iteration 81Q: 3 clusters Score -1657302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1657306.750000 Penalty: 4895.331543
	Iteration 82Q: 3 clusters Score -1657307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1657316.750000 Penalty: 4895.331543
	Iteration 83Q: 3 clusters Score -1657317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1657323.875000 Penalty: 4895.331543
	Iteration 84Q: 3 clusters Score -1657324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1657329.500000 Penalty: 4895.331543
	Iteration 85Q: 3 clusters Score -1657330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1657330.125000 Penalty: 4895.331543
	Iteration 86Q: 3 clusters Score -1657330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1657332.625000 Penalty: 4895.331543
	Iteration 87Q: 3 clusters Score -1657333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1657334.000000 Penalty: 4895.331543
	Iteration 88Q: 3 clusters Score -1657334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1657329.750000 Penalty: 4895.331543
	Iteration 89Q: 3 clusters Score -1657330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1657338.750000 Penalty: 4895.331543
	Iteration 90Q: 3 clusters Score -1657339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1657341.250000 Penalty: 4895.331543
	Iteration 91Q: 3 clusters Score -1657341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1657351.000000 Penalty: 4895.331543
	Iteration 92Q: 3 clusters Score -1657351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1657359.750000 Penalty: 4895.331543
	Iteration 93Q: 3 clusters Score -1657360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1657368.500000 Penalty: 4895.331543
	Iteration 94Q: 3 clusters Score -1657368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1657375.375000 Penalty: 4895.331543
	Iteration 95Q: 3 clusters Score -1657375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1657386.250000 Penalty: 4895.331543
	Iteration 96Q: 3 clusters Score -1657386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1657401.125000 Penalty: 4895.331543
	Iteration 97Q: 3 clusters Score -1657401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1657428.875000 Penalty: 4895.331543
	Iteration 98Q: 3 clusters Score -1657429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1657451.125000 Penalty: 4895.331543
	Iteration 99Q: 3 clusters Score -1657451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1657485.625000 Penalty: 4895.331543
	Iteration 100F: 3 clusters Score -1657486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1657523.500000 Penalty: 4895.331543
	Iteration 101Q: 3 clusters Score -1657524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1657557.250000 Penalty: 4895.331543
	Iteration 102Q: 3 clusters Score -1657557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1657578.250000 Penalty: 4895.331543
	Iteration 103Q: 3 clusters Score -1657578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1657604.875000 Penalty: 4895.331543
	Iteration 104Q: 3 clusters Score -1657605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1657623.375000 Penalty: 4895.331543
	Iteration 105Q: 3 clusters Score -1657623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1657627.875000 Penalty: 4895.331543
	Iteration 106Q: 3 clusters Score -1657628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1657639.500000 Penalty: 4895.331543
	Iteration 107Q: 3 clusters Score -1657640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1657652.125000 Penalty: 4895.331543
	Iteration 108Q: 3 clusters Score -1657652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1657662.125000 Penalty: 4895.331543
	Iteration 109Q: 3 clusters Score -1657662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1657665.500000 Penalty: 4895.331543
	Iteration 110Q: 3 clusters Score -1657666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1657667.375000 Penalty: 4895.331543
	Iteration 111Q: 3 clusters Score -1657667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1657668.875000 Penalty: 4895.331543
	Iteration 112Q: 3 clusters Score -1657669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1657669.625000 Penalty: 4895.331543
	Iteration 113Q: 3 clusters Score -1657670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1657669.625000 Penalty: 4895.331543
	Iteration 114F: 3 clusters Score -1657670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Entering Unmasked Estep 
Score: -3200423.000000 Penalty: 2617.828613
	Iteration 0F: 2 clusters Score -3200423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3174321.750000 Penalty: 5235.657227
	Iteration 0F: 3 clusters Score -3174322 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3183967.500000 Penalty: 5235.657227
	Iteration 1F: 3 clusters Score -3183968 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3184514.250000 Penalty: 5235.657227
	Iteration 2Q: 3 clusters Score -3184514 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3185062.000000 Penalty: 5235.657227
	Iteration 3Q: 3 clusters Score -3185062 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3185612.500000 Penalty: 5235.657227
	Iteration 4Q: 3 clusters Score -3185612 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3186186.750000 Penalty: 5235.657227
	Iteration 5Q: 3 clusters Score -3186187 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3186855.500000 Penalty: 5235.657227
	Iteration 6Q: 3 clusters Score -3186856 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3187610.250000 Penalty: 5235.657227
	Iteration 7Q: 3 clusters Score -3187610 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3188558.750000 Penalty: 5235.657227
	Iteration 8Q: 3 clusters Score -3188559 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3189715.500000 Penalty: 5235.657227
	Iteration 9Q: 3 clusters Score -3189716 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3190915.000000 Penalty: 5235.657227
	Iteration 10Q: 3 clusters Score -3190915 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3192168.000000 Penalty: 5235.657227
	Iteration 11Q: 3 clusters Score -3192168 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3193516.500000 Penalty: 5235.657227
	Iteration 12Q: 3 clusters Score -3193516 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3194712.500000 Penalty: 5235.657227
	Iteration 13Q: 3 clusters Score -3194712 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -3195714.250000 Penalty: 5235.657227
	Iteration 14Q: 3 clusters Score -3195714 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -3196514.250000 Penalty: 5235.657227
	Iteration 15Q: 3 clusters Score -3196514 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3197030.250000 Penalty: 5235.657227
	Iteration 16Q: 3 clusters Score -3197030 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -3197366.750000 Penalty: 5235.657227
	Iteration 17Q: 3 clusters Score -3197367 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -3197605.000000 Penalty: 5235.657227
	Iteration 18Q: 3 clusters Score -3197605 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -3197752.250000 Penalty: 5235.657227
	Iteration 19Q: 3 clusters Score -3197752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -3197854.250000 Penalty: 5235.657227
	Iteration 20F: 3 clusters Score -3197854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -3197947.000000 Penalty: 5235.657227
	Iteration 21Q: 3 clusters Score -3197947 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -3198026.000000 Penalty: 5235.657227
	Iteration 22Q: 3 clusters Score -3198026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -3198084.000000 Penalty: 5235.657227
	Iteration 23Q: 3 clusters Score -3198084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -3198122.000000 Penalty: 5235.657227
	Iteration 24Q: 3 clusters Score -3198122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -3198155.500000 Penalty: 5235.657227
	Iteration 25Q: 3 clusters Score -3198156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -3198179.250000 Penalty: 5235.657227
	Iteration 26Q: 3 clusters Score -3198179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -3198210.750000 Penalty: 5235.657227
	Iteration 27Q: 3 clusters Score -3198211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -3198237.000000 Penalty: 5235.657227
	Iteration 28Q: 3 clusters Score -3198237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -3198267.500000 Penalty: 5235.657227
	Iteration 29Q: 3 clusters Score -3198268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -3198286.000000 Penalty: 5235.657227
	Iteration 30Q: 3 clusters Score -3198286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -3198307.000000 Penalty: 5235.657227
	Iteration 31Q: 3 clusters Score -3198307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -3198311.250000 Penalty: 5235.657227
	Iteration 32Q: 3 clusters Score -3198311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -3198317.500000 Penalty: 5235.657227
	Iteration 33Q: 3 clusters Score -3198318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -3198320.250000 Penalty: 5235.657227
	Iteration 34Q: 3 clusters Score -3198320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -3198320.000000 Penalty: 5235.657227
	Iteration 35Q: 3 clusters Score -3198320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3198323.000000 Penalty: 5235.657227
	Iteration 36Q: 3 clusters Score -3198323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -3198327.250000 Penalty: 5235.657227
	Iteration 37Q: 3 clusters Score -3198327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -3198331.750000 Penalty: 5235.657227
	Iteration 38Q: 3 clusters Score -3198332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -3198332.000000 Penalty: 5235.657227
	Iteration 39Q: 3 clusters Score -3198332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -3198332.750000 Penalty: 5235.657227
	Iteration 40F: 3 clusters Score -3198333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -54180.414062 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -54180.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52534.367188 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -52534.37 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52759.964844 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -52759.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52819.773438 Penalty: 3249.335693
	Iteration 2Q: 3 clusters Score -52819.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52858.648438 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -52858.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -52870.691406 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -52870.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52876.621094 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -52876.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52881.570312 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -52881.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52882.718750 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -52882.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52883.195312 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -52883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -52885.300781 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -52885.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52887.214844 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -52887.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52888.312500 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -52888.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52888.312500 Penalty: 3249.335693
	Iteration 12F: 3 clusters Score -52888.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -1348111.250000 Penalty: 2405.210449
	Iteration 0F: 2 clusters Score -1348111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1336440.375000 Penalty: 4810.420898
	Iteration 0F: 3 clusters Score -1336440 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1340467.375000 Penalty: 4810.420898
	Iteration 1F: 3 clusters Score -1340467 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1341042.750000 Penalty: 4810.420898
	Iteration 2F: 3 clusters Score -1341043 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1341620.625000 Penalty: 4810.420898
	Iteration 3F: 3 clusters Score -1341621 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1342190.750000 Penalty: 4810.420898
	Iteration 4F: 3 clusters Score -1342191 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1342777.375000 Penalty: 4810.420898
	Iteration 5F: 3 clusters Score -1342777 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1343376.250000 Penalty: 4810.420898
	Iteration 6F: 3 clusters Score -1343376 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1344015.000000 Penalty: 4810.420898
	Iteration 7F: 3 clusters Score -1344015 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1344545.000000 Penalty: 4810.420898
	Iteration 8Q: 3 clusters Score -1344545 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1344961.875000 Penalty: 4810.420898
	Iteration 9Q: 3 clusters Score -1344962 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1345296.625000 Penalty: 4810.420898
	Iteration 10Q: 3 clusters Score -1345297 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1345564.375000 Penalty: 4810.420898
	Iteration 11Q: 3 clusters Score -1345564 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1345735.250000 Penalty: 4810.420898
	Iteration 12Q: 3 clusters Score -1345735 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1345860.375000 Penalty: 4810.420898
	Iteration 13Q: 3 clusters Score -1345860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1345916.250000 Penalty: 4810.420898
	Iteration 14Q: 3 clusters Score -1345916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1345945.125000 Penalty: 4810.420898
	Iteration 15Q: 3 clusters Score -1345945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1345971.625000 Penalty: 4810.420898
	Iteration 16Q: 3 clusters Score -1345972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1345995.375000 Penalty: 4810.420898
	Iteration 17Q: 3 clusters Score -1345995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1346012.250000 Penalty: 4810.420898
	Iteration 18Q: 3 clusters Score -1346012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1346031.625000 Penalty: 4810.420898
	Iteration 19Q: 3 clusters Score -1346032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1346040.250000 Penalty: 4810.420898
	Iteration 20F: 3 clusters Score -1346040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1346054.250000 Penalty: 4810.420898
	Iteration 21Q: 3 clusters Score -1346054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1346062.750000 Penalty: 4810.420898
	Iteration 22Q: 3 clusters Score -1346063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1346066.875000 Penalty: 4810.420898
	Iteration 23Q: 3 clusters Score -1346067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1346073.375000 Penalty: 4810.420898
	Iteration 24Q: 3 clusters Score -1346073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1346076.500000 Penalty: 4810.420898
	Iteration 25Q: 3 clusters Score -1346076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1346085.125000 Penalty: 4810.420898
	Iteration 26Q: 3 clusters Score -1346085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1346091.750000 Penalty: 4810.420898
	Iteration 27Q: 3 clusters Score -1346092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1346099.125000 Penalty: 4810.420898
	Iteration 28Q: 3 clusters Score -1346099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1346102.250000 Penalty: 4810.420898
	Iteration 29Q: 3 clusters Score -1346102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1346103.750000 Penalty: 4810.420898
	Iteration 30Q: 3 clusters Score -1346104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1346103.750000 Penalty: 4810.420898
	Iteration 31F: 3 clusters Score -1346104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Entering Unmasked Estep 
Score: -4692087.000000 Penalty: 2717.650879
	Iteration 0F: 2 clusters Score -4692087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4653485.500000 Penalty: 5435.301758
	Iteration 0F: 3 clusters Score -4653486 nChanged 26713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -4668269.000000 Penalty: 5435.301758
	Iteration 1F: 3 clusters Score -4668269 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4668792.000000 Penalty: 5435.301758
	Iteration 2Q: 3 clusters Score -4668792 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -4669389.500000 Penalty: 5435.301758
	Iteration 3Q: 3 clusters Score -4669390 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -4670067.000000 Penalty: 5435.301758
	Iteration 4Q: 3 clusters Score -4670067 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4671089.500000 Penalty: 5435.301758
	Iteration 5Q: 3 clusters Score -4671090 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4672502.000000 Penalty: 5435.301758
	Iteration 6F: 3 clusters Score -4672502 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4674620.000000 Penalty: 5435.301758
	Iteration 7F: 3 clusters Score -4674620 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -4677508.000000 Penalty: 5435.301758
	Iteration 8F: 3 clusters Score -4677508 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4680860.500000 Penalty: 5435.301758
	Iteration 9F: 3 clusters Score -4680860 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4683906.000000 Penalty: 5435.301758
	Iteration 10F: 3 clusters Score -4683906 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4686409.500000 Penalty: 5435.301758
	Iteration 11Q: 3 clusters Score -4686410 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4688052.000000 Penalty: 5435.301758
	Iteration 12Q: 3 clusters Score -4688052 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4688818.500000 Penalty: 5435.301758
	Iteration 13Q: 3 clusters Score -4688818 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4689221.000000 Penalty: 5435.301758
	Iteration 14Q: 3 clusters Score -4689221 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4689427.500000 Penalty: 5435.301758
	Iteration 15Q: 3 clusters Score -4689428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4689521.000000 Penalty: 5435.301758
	Iteration 16Q: 3 clusters Score -4689521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4689582.000000 Penalty: 5435.301758
	Iteration 17Q: 3 clusters Score -4689582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4689640.500000 Penalty: 5435.301758
	Iteration 18Q: 3 clusters Score -4689640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4689685.000000 Penalty: 5435.301758
	Iteration 19Q: 3 clusters Score -4689685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4689705.000000 Penalty: 5435.301758
	Iteration 20F: 3 clusters Score -4689705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4689719.000000 Penalty: 5435.301758
	Iteration 21Q: 3 clusters Score -4689719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4689728.500000 Penalty: 5435.301758
	Iteration 22Q: 3 clusters Score -4689728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4689740.500000 Penalty: 5435.301758
	Iteration 23Q: 3 clusters Score -4689740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4689740.000000 Penalty: 5435.301758
	Iteration 24Q: 3 clusters Score -4689740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4689739.500000 Penalty: 5435.301758
	Iteration 25Q: 3 clusters Score -4689740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4689740.000000 Penalty: 5435.301758
	Iteration 26Q: 3 clusters Score -4689740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4689746.500000 Penalty: 5435.301758
	Iteration 27Q: 3 clusters Score -4689746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4689750.000000 Penalty: 5435.301758
	Iteration 28Q: 3 clusters Score -4689750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4689750.000000 Penalty: 5435.301758
	Iteration 29F: 3 clusters Score -4689750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -129529.132812 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -129529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126993.703125 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -126993.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -127422.882812 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -127422.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -127615.093750 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -127615.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127740.695312 Penalty: 3736.446777
	Iteration 3F: 3 clusters Score -127740.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -127818.914062 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -127818.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -127875.929688 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -127875.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -127916.914062 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -127916.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127965.125000 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -127965.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -128001.585938 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -128001.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -128035.976562 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -128036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -128072.406250 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -128072.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -128097.843750 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -128097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -128114.226562 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -128114.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -128135.890625 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -128135.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -128159.765625 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -128159.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -128186.484375 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -128186.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -128214.898438 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -128214.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -128242.562500 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -128242.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128256.929688 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -128256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128268.679688 Penalty: 3736.446777
	Iteration 19Q: 3 clusters Score -128268.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128286.609375 Penalty: 3736.446777
	Iteration 20F: 3 clusters Score -128286.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -128303.554688 Penalty: 3736.446777
	Iteration 21Q: 3 clusters Score -128303.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -128321.375000 Penalty: 3736.446777
	Iteration 22Q: 3 clusters Score -128321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128335.601562 Penalty: 3736.446777
	Iteration 23Q: 3 clusters Score -128335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -128337.187500 Penalty: 3736.446777
	Iteration 24Q: 3 clusters Score -128337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -128339.273438 Penalty: 3736.446777
	Iteration 25Q: 3 clusters Score -128339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -128342.304688 Penalty: 3736.446777
	Iteration 26Q: 3 clusters Score -128342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -128345.593750 Penalty: 3736.446777
	Iteration 27Q: 3 clusters Score -128345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -128347.070312 Penalty: 3736.446777
	Iteration 28Q: 3 clusters Score -128347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -128348.328125 Penalty: 3736.446777
	Iteration 29Q: 3 clusters Score -128348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128348.914062 Penalty: 3736.446777
	Iteration 30Q: 3 clusters Score -128348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128350.070312 Penalty: 3736.446777
	Iteration 31Q: 3 clusters Score -128350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -128351.289062 Penalty: 3736.446777
	Iteration 32Q: 3 clusters Score -128351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -128353.421875 Penalty: 3736.446777
	Iteration 33Q: 3 clusters Score -128353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128353.882812 Penalty: 3736.446777
	Iteration 34Q: 3 clusters Score -128353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -128353.882812 Penalty: 3736.446777
	Iteration 35F: 3 clusters Score -128353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -154030.093750 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -154030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -151385.171875 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -151385.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -151896.234375 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -151896.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -152075.156250 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -152075.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152217.375000 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -152217.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152359.375000 Penalty: 3766.313721
	Iteration 4F: 3 clusters Score -152359.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152464.843750 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -152464.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152540.390625 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -152540.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152609.906250 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -152609.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152656.015625 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -152656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152699.656250 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -152699.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152751.421875 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -152751.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152806.765625 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -152806.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152867.328125 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -152867.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152956.468750 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -152956.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153073.843750 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -153073.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153260.343750 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -153260.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153367.984375 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -153368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153428.218750 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -153428.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153468.359375 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -153468.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -153484.343750 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -153484.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -153493.468750 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -153493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153501.187500 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -153501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153510.234375 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -153510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153515.781250 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -153515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153517.734375 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -153517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153519.921875 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -153519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153522.328125 Penalty: 3766.313721
	Iteration 26Q: 3 clusters Score -153522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153524.828125 Penalty: 3766.313721
	Iteration 27Q: 3 clusters Score -153524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -153526.812500 Penalty: 3766.313721
	Iteration 28Q: 3 clusters Score -153526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153527.203125 Penalty: 3766.313721
	Iteration 29Q: 3 clusters Score -153527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153527.203125 Penalty: 3766.313721
	Iteration 30F: 3 clusters Score -153527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -210353.796875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -210353.8 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 1319 members 
Entering Unmasked Estep 
Score: -207292.156250 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -207292.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207915.500000 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -207915.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -208127.437500 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -208127.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -208284.859375 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -208284.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -208467.640625 Penalty: 3913.357666
	Iteration 4F: 3 clusters Score -208467.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -208772.109375 Penalty: 3913.357666
	Iteration 5F: 3 clusters Score -208772.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -209212.250000 Penalty: 3913.357666
	Iteration 6F: 3 clusters Score -209212.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -209544.812500 Penalty: 3913.357666
	Iteration 7F: 3 clusters Score -209544.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -209689.812500 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -209689.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -209762.156250 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -209762.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209780.359375 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -209780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -209798.125000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -209798.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209817.562500 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -209817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209824.703125 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -209824.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -209833.328125 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -209833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209839.703125 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -209839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -209845.281250 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -209845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209848.843750 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -209848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -209849.953125 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -209850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209850.328125 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -209850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209850.328125 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -209850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -1045341.437500 Penalty: 2340.197510
	Iteration 0F: 2 clusters Score -1045341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1035999.062500 Penalty: 4680.395020
	Iteration 0F: 3 clusters Score -1035999 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1038918.750000 Penalty: 4680.395020
	Iteration 1F: 3 clusters Score -1038919 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1039256.375000 Penalty: 4680.395020
	Iteration 2F: 3 clusters Score -1039256 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1039511.187500 Penalty: 4680.395020
	Iteration 3Q: 3 clusters Score -1039511 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1039791.562500 Penalty: 4680.395020
	Iteration 4Q: 3 clusters Score -1039792 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1040149.687500 Penalty: 4680.395020
	Iteration 5Q: 3 clusters Score -1040150 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1040540.437500 Penalty: 4680.395020
	Iteration 6Q: 3 clusters Score -1040540 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1040953.500000 Penalty: 4680.395020
	Iteration 7Q: 3 clusters Score -1040954 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1041371.750000 Penalty: 4680.395020
	Iteration 8Q: 3 clusters Score -1041372 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1041757.812500 Penalty: 4680.395020
	Iteration 9Q: 3 clusters Score -1041758 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1042081.250000 Penalty: 4680.395020
	Iteration 10Q: 3 clusters Score -1042081 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1042334.750000 Penalty: 4680.395020
	Iteration 11Q: 3 clusters Score -1042335 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1042526.937500 Penalty: 4680.395020
	Iteration 12Q: 3 clusters Score -1042527 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1042675.687500 Penalty: 4680.395020
	Iteration 13Q: 3 clusters Score -1042676 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1042794.812500 Penalty: 4680.395020
	Iteration 14Q: 3 clusters Score -1042795 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1042905.812500 Penalty: 4680.395020
	Iteration 15Q: 3 clusters Score -1042906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1043000.250000 Penalty: 4680.395020
	Iteration 16Q: 3 clusters Score -1043000 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1043080.125000 Penalty: 4680.395020
	Iteration 17Q: 3 clusters Score -1043080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1043148.000000 Penalty: 4680.395020
	Iteration 18Q: 3 clusters Score -1043148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1043196.937500 Penalty: 4680.395020
	Iteration 19Q: 3 clusters Score -1043197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1043239.000000 Penalty: 4680.395020
	Iteration 20F: 3 clusters Score -1043239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1043282.062500 Penalty: 4680.395020
	Iteration 21Q: 3 clusters Score -1043282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1043311.750000 Penalty: 4680.395020
	Iteration 22Q: 3 clusters Score -1043312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1043334.937500 Penalty: 4680.395020
	Iteration 23Q: 3 clusters Score -1043335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1043351.750000 Penalty: 4680.395020
	Iteration 24Q: 3 clusters Score -1043352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1043370.687500 Penalty: 4680.395020
	Iteration 25Q: 3 clusters Score -1043371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1043381.312500 Penalty: 4680.395020
	Iteration 26Q: 3 clusters Score -1043381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1043393.000000 Penalty: 4680.395020
	Iteration 27Q: 3 clusters Score -1043393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1043405.812500 Penalty: 4680.395020
	Iteration 28Q: 3 clusters Score -1043406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1043415.875000 Penalty: 4680.395020
	Iteration 29Q: 3 clusters Score -1043416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1043423.187500 Penalty: 4680.395020
	Iteration 30Q: 3 clusters Score -1043423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1043429.937500 Penalty: 4680.395020
	Iteration 31Q: 3 clusters Score -1043430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1043429.937500 Penalty: 4680.395020
	Iteration 32Q: 3 clusters Score -1043430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1043437.562500 Penalty: 4680.395020
	Iteration 33Q: 3 clusters Score -1043438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1043442.625000 Penalty: 4680.395020
	Iteration 34Q: 3 clusters Score -1043443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1043449.125000 Penalty: 4680.395020
	Iteration 35Q: 3 clusters Score -1043449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1043453.875000 Penalty: 4680.395020
	Iteration 36Q: 3 clusters Score -1043454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1043453.937500 Penalty: 4680.395020
	Iteration 37Q: 3 clusters Score -1043454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1043454.437500 Penalty: 4680.395020
	Iteration 38Q: 3 clusters Score -1043454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1043454.437500 Penalty: 4680.395020
	Iteration 39F: 3 clusters Score -1043454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Entering Unmasked Estep 
Score: -1752685.500000 Penalty: 2475.850586
	Iteration 0F: 2 clusters Score -1752686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1737596.000000 Penalty: 4951.701172
	Iteration 0F: 3 clusters Score -1737596 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1742708.750000 Penalty: 4951.701172
	Iteration 1F: 3 clusters Score -1742709 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1743108.250000 Penalty: 4951.701172
	Iteration 2F: 3 clusters Score -1743108 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1743475.125000 Penalty: 4951.701172
	Iteration 3Q: 3 clusters Score -1743475 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1743780.000000 Penalty: 4951.701172
	Iteration 4Q: 3 clusters Score -1743780 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1744093.500000 Penalty: 4951.701172
	Iteration 5Q: 3 clusters Score -1744094 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1744440.875000 Penalty: 4951.701172
	Iteration 6Q: 3 clusters Score -1744441 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1744781.750000 Penalty: 4951.701172
	Iteration 7Q: 3 clusters Score -1744782 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1745089.000000 Penalty: 4951.701172
	Iteration 8Q: 3 clusters Score -1745089 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1745408.750000 Penalty: 4951.701172
	Iteration 9Q: 3 clusters Score -1745409 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1745733.625000 Penalty: 4951.701172
	Iteration 10Q: 3 clusters Score -1745734 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1746045.125000 Penalty: 4951.701172
	Iteration 11Q: 3 clusters Score -1746045 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1746377.750000 Penalty: 4951.701172
	Iteration 12Q: 3 clusters Score -1746378 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1746713.500000 Penalty: 4951.701172
	Iteration 13Q: 3 clusters Score -1746714 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1747083.375000 Penalty: 4951.701172
	Iteration 14Q: 3 clusters Score -1747083 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1747524.250000 Penalty: 4951.701172
	Iteration 15Q: 3 clusters Score -1747524 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1748005.250000 Penalty: 4951.701172
	Iteration 16Q: 3 clusters Score -1748005 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1748520.375000 Penalty: 4951.701172
	Iteration 17Q: 3 clusters Score -1748520 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1749015.625000 Penalty: 4951.701172
	Iteration 18Q: 3 clusters Score -1749016 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1749379.125000 Penalty: 4951.701172
	Iteration 19Q: 3 clusters Score -1749379 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1749703.375000 Penalty: 4951.701172
	Iteration 20F: 3 clusters Score -1749703 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1749941.625000 Penalty: 4951.701172
	Iteration 21Q: 3 clusters Score -1749942 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1750125.875000 Penalty: 4951.701172
	Iteration 22Q: 3 clusters Score -1750126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1750236.500000 Penalty: 4951.701172
	Iteration 23Q: 3 clusters Score -1750236 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1750327.750000 Penalty: 4951.701172
	Iteration 24Q: 3 clusters Score -1750328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1750401.125000 Penalty: 4951.701172
	Iteration 25Q: 3 clusters Score -1750401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1750427.750000 Penalty: 4951.701172
	Iteration 26Q: 3 clusters Score -1750428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1750449.500000 Penalty: 4951.701172
	Iteration 27Q: 3 clusters Score -1750450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1750464.875000 Penalty: 4951.701172
	Iteration 28Q: 3 clusters Score -1750465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1750475.625000 Penalty: 4951.701172
	Iteration 29Q: 3 clusters Score -1750476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1750484.750000 Penalty: 4951.701172
	Iteration 30Q: 3 clusters Score -1750485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1750494.750000 Penalty: 4951.701172
	Iteration 31Q: 3 clusters Score -1750495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1750499.875000 Penalty: 4951.701172
	Iteration 32Q: 3 clusters Score -1750500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1750508.125000 Penalty: 4951.701172
	Iteration 33Q: 3 clusters Score -1750508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1750511.250000 Penalty: 4951.701172
	Iteration 34Q: 3 clusters Score -1750511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1750515.125000 Penalty: 4951.701172
	Iteration 35Q: 3 clusters Score -1750515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1750516.625000 Penalty: 4951.701172
	Iteration 36Q: 3 clusters Score -1750517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1750524.375000 Penalty: 4951.701172
	Iteration 37Q: 3 clusters Score -1750524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1750533.625000 Penalty: 4951.701172
	Iteration 38Q: 3 clusters Score -1750534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1750545.625000 Penalty: 4951.701172
	Iteration 39Q: 3 clusters Score -1750546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1750551.875000 Penalty: 4951.701172
	Iteration 40F: 3 clusters Score -1750552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1750558.250000 Penalty: 4951.701172
	Iteration 41Q: 3 clusters Score -1750558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1750561.000000 Penalty: 4951.701172
	Iteration 42Q: 3 clusters Score -1750561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1750562.375000 Penalty: 4951.701172
	Iteration 43Q: 3 clusters Score -1750562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1750564.125000 Penalty: 4951.701172
	Iteration 44Q: 3 clusters Score -1750564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1750562.750000 Penalty: 4951.701172
	Iteration 45Q: 3 clusters Score -1750563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1750562.125000 Penalty: 4951.701172
	Iteration 46Q: 3 clusters Score -1750562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1750562.000000 Penalty: 4951.701172
	Iteration 47Q: 3 clusters Score -1750562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1750562.000000 Penalty: 4951.701172
	Iteration 48F: 3 clusters Score -1750562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Entering Unmasked Estep 
Score: -906101.375000 Penalty: 2342.442627
	Iteration 0F: 2 clusters Score -906101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -896821.000000 Penalty: 4684.885254
	Iteration 0F: 3 clusters Score -896821 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -899969.375000 Penalty: 4684.885254
	Iteration 1F: 3 clusters Score -899969.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -900648.500000 Penalty: 4684.885254
	Iteration 2F: 3 clusters Score -900648.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -901251.375000 Penalty: 4684.885254
	Iteration 3F: 3 clusters Score -901251.4 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -901743.250000 Penalty: 4684.885254
	Iteration 4F: 3 clusters Score -901743.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -902177.562500 Penalty: 4684.885254
	Iteration 5F: 3 clusters Score -902177.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -902548.250000 Penalty: 4684.885254
	Iteration 6Q: 3 clusters Score -902548.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -902881.312500 Penalty: 4684.885254
	Iteration 7Q: 3 clusters Score -902881.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -903179.562500 Penalty: 4684.885254
	Iteration 8Q: 3 clusters Score -903179.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -903425.250000 Penalty: 4684.885254
	Iteration 9Q: 3 clusters Score -903425.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -903659.812500 Penalty: 4684.885254
	Iteration 10Q: 3 clusters Score -903659.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -903827.312500 Penalty: 4684.885254
	Iteration 11Q: 3 clusters Score -903827.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -903979.250000 Penalty: 4684.885254
	Iteration 12Q: 3 clusters Score -903979.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -904098.500000 Penalty: 4684.885254
	Iteration 13Q: 3 clusters Score -904098.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -904190.312500 Penalty: 4684.885254
	Iteration 14Q: 3 clusters Score -904190.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -904262.500000 Penalty: 4684.885254
	Iteration 15Q: 3 clusters Score -904262.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -904316.875000 Penalty: 4684.885254
	Iteration 16Q: 3 clusters Score -904316.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -904359.625000 Penalty: 4684.885254
	Iteration 17Q: 3 clusters Score -904359.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -904404.625000 Penalty: 4684.885254
	Iteration 18Q: 3 clusters Score -904404.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -904441.687500 Penalty: 4684.885254
	Iteration 19Q: 3 clusters Score -904441.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -904474.312500 Penalty: 4684.885254
	Iteration 20F: 3 clusters Score -904474.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -904505.000000 Penalty: 4684.885254
	Iteration 21Q: 3 clusters Score -904505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -904524.750000 Penalty: 4684.885254
	Iteration 22Q: 3 clusters Score -904524.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -904548.687500 Penalty: 4684.885254
	Iteration 23Q: 3 clusters Score -904548.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -904570.250000 Penalty: 4684.885254
	Iteration 24Q: 3 clusters Score -904570.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -904590.000000 Penalty: 4684.885254
	Iteration 25Q: 3 clusters Score -904590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -904608.250000 Penalty: 4684.885254
	Iteration 26Q: 3 clusters Score -904608.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -904631.812500 Penalty: 4684.885254
	Iteration 27Q: 3 clusters Score -904631.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -904662.812500 Penalty: 4684.885254
	Iteration 28Q: 3 clusters Score -904662.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -904682.125000 Penalty: 4684.885254
	Iteration 29Q: 3 clusters Score -904682.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -904706.500000 Penalty: 4684.885254
	Iteration 30Q: 3 clusters Score -904706.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -904725.000000 Penalty: 4684.885254
	Iteration 31Q: 3 clusters Score -904725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -904741.812500 Penalty: 4684.885254
	Iteration 32Q: 3 clusters Score -904741.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -904753.937500 Penalty: 4684.885254
	Iteration 33Q: 3 clusters Score -904753.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -904764.375000 Penalty: 4684.885254
	Iteration 34Q: 3 clusters Score -904764.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -904772.312500 Penalty: 4684.885254
	Iteration 35Q: 3 clusters Score -904772.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -904783.062500 Penalty: 4684.885254
	Iteration 36Q: 3 clusters Score -904783.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -904783.750000 Penalty: 4684.885254
	Iteration 37Q: 3 clusters Score -904783.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -904787.812500 Penalty: 4684.885254
	Iteration 38Q: 3 clusters Score -904787.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -904791.562500 Penalty: 4684.885254
	Iteration 39Q: 3 clusters Score -904791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -904797.750000 Penalty: 4684.885254
	Iteration 40F: 3 clusters Score -904797.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -904800.312500 Penalty: 4684.885254
	Iteration 41Q: 3 clusters Score -904800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -904800.000000 Penalty: 4684.885254
	Iteration 42Q: 3 clusters Score -904800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -904804.875000 Penalty: 4684.885254
	Iteration 43Q: 3 clusters Score -904804.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -904813.187500 Penalty: 4684.885254
	Iteration 44Q: 3 clusters Score -904813.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -904821.312500 Penalty: 4684.885254
	Iteration 45Q: 3 clusters Score -904821.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -904829.062500 Penalty: 4684.885254
	Iteration 46Q: 3 clusters Score -904829.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -904842.875000 Penalty: 4684.885254
	Iteration 47Q: 3 clusters Score -904842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -904853.250000 Penalty: 4684.885254
	Iteration 48Q: 3 clusters Score -904853.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -904864.562500 Penalty: 4684.885254
	Iteration 49Q: 3 clusters Score -904864.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -904875.312500 Penalty: 4684.885254
	Iteration 50Q: 3 clusters Score -904875.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -904884.812500 Penalty: 4684.885254
	Iteration 51Q: 3 clusters Score -904884.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -904897.250000 Penalty: 4684.885254
	Iteration 52Q: 3 clusters Score -904897.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -904906.437500 Penalty: 4684.885254
	Iteration 53Q: 3 clusters Score -904906.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -904914.562500 Penalty: 4684.885254
	Iteration 54Q: 3 clusters Score -904914.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -904922.187500 Penalty: 4684.885254
	Iteration 55Q: 3 clusters Score -904922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -904928.437500 Penalty: 4684.885254
	Iteration 56Q: 3 clusters Score -904928.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -904933.687500 Penalty: 4684.885254
	Iteration 57Q: 3 clusters Score -904933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -904935.437500 Penalty: 4684.885254
	Iteration 58Q: 3 clusters Score -904935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -904936.562500 Penalty: 4684.885254
	Iteration 59Q: 3 clusters Score -904936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -904942.812500 Penalty: 4684.885254
	Iteration 60F: 3 clusters Score -904942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -904945.562500 Penalty: 4684.885254
	Iteration 61Q: 3 clusters Score -904945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -904945.812500 Penalty: 4684.885254
	Iteration 62Q: 3 clusters Score -904945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -904947.750000 Penalty: 4684.885254
	Iteration 63Q: 3 clusters Score -904947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -904950.625000 Penalty: 4684.885254
	Iteration 64Q: 3 clusters Score -904950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -904950.937500 Penalty: 4684.885254
	Iteration 65Q: 3 clusters Score -904950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -904956.500000 Penalty: 4684.885254
	Iteration 66Q: 3 clusters Score -904956.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -904961.125000 Penalty: 4684.885254
	Iteration 67Q: 3 clusters Score -904961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -904967.125000 Penalty: 4684.885254
	Iteration 68Q: 3 clusters Score -904967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -904969.750000 Penalty: 4684.885254
	Iteration 69Q: 3 clusters Score -904969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -904975.687500 Penalty: 4684.885254
	Iteration 70Q: 3 clusters Score -904975.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -904981.125000 Penalty: 4684.885254
	Iteration 71Q: 3 clusters Score -904981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -904986.812500 Penalty: 4684.885254
	Iteration 72Q: 3 clusters Score -904986.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -904992.562500 Penalty: 4684.885254
	Iteration 73Q: 3 clusters Score -904992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -904998.750000 Penalty: 4684.885254
	Iteration 74Q: 3 clusters Score -904998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -905003.375000 Penalty: 4684.885254
	Iteration 75Q: 3 clusters Score -905003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -905004.250000 Penalty: 4684.885254
	Iteration 76Q: 3 clusters Score -905004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -905006.062500 Penalty: 4684.885254
	Iteration 77Q: 3 clusters Score -905006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -905005.937500 Penalty: 4684.885254
	Iteration 78Q: 3 clusters Score -905005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -905007.000000 Penalty: 4684.885254
	Iteration 79Q: 3 clusters Score -905007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -905008.187500 Penalty: 4684.885254
	Iteration 80F: 3 clusters Score -905008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -905007.562500 Penalty: 4684.885254
	Iteration 81Q: 3 clusters Score -905007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -905007.000000 Penalty: 4684.885254
	Iteration 82Q: 3 clusters Score -905007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -905007.000000 Penalty: 4684.885254
	Iteration 83F: 3 clusters Score -905007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -53370.917969 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -53370.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51710.820312 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -51710.82 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51950.285156 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -51950.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -52046.113281 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -52046.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -52068.792969 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -52068.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -52092.066406 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -52092.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -52099.195312 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -52099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -52103.195312 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -52103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52105.851562 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -52105.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52109.792969 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -52109.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52110.769531 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -52110.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52112.871094 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -52112.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -52115.203125 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -52115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52117.261719 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -52117.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52118.457031 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -52118.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -52118.457031 Penalty: 3221.651611
	Iteration 14F: 3 clusters Score -52118.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Entering Unmasked Estep 
Score: -1063506.875000 Penalty: 2344.492676
	Iteration 0F: 2 clusters Score -1063507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1054082.500000 Penalty: 4688.985352
	Iteration 0F: 3 clusters Score -1054082 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1056982.375000 Penalty: 4688.985352
	Iteration 1F: 3 clusters Score -1056982 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1057288.625000 Penalty: 4688.985352
	Iteration 2F: 3 clusters Score -1057289 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1057512.750000 Penalty: 4688.985352
	Iteration 3Q: 3 clusters Score -1057513 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1057715.625000 Penalty: 4688.985352
	Iteration 4Q: 3 clusters Score -1057716 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1057911.875000 Penalty: 4688.985352
	Iteration 5Q: 3 clusters Score -1057912 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1058095.625000 Penalty: 4688.985352
	Iteration 6Q: 3 clusters Score -1058096 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1058290.500000 Penalty: 4688.985352
	Iteration 7Q: 3 clusters Score -1058290 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1058512.000000 Penalty: 4688.985352
	Iteration 8Q: 3 clusters Score -1058512 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1058752.375000 Penalty: 4688.985352
	Iteration 9Q: 3 clusters Score -1058752 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1059026.250000 Penalty: 4688.985352
	Iteration 10Q: 3 clusters Score -1059026 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1059347.000000 Penalty: 4688.985352
	Iteration 11Q: 3 clusters Score -1059347 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1059671.250000 Penalty: 4688.985352
	Iteration 12Q: 3 clusters Score -1059671 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1059938.500000 Penalty: 4688.985352
	Iteration 13Q: 3 clusters Score -1059938 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1060204.750000 Penalty: 4688.985352
	Iteration 14Q: 3 clusters Score -1060205 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1060443.875000 Penalty: 4688.985352
	Iteration 15Q: 3 clusters Score -1060444 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1060662.500000 Penalty: 4688.985352
	Iteration 16Q: 3 clusters Score -1060662 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1060840.500000 Penalty: 4688.985352
	Iteration 17Q: 3 clusters Score -1060840 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1060986.375000 Penalty: 4688.985352
	Iteration 18Q: 3 clusters Score -1060986 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1061102.375000 Penalty: 4688.985352
	Iteration 19Q: 3 clusters Score -1061102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1061198.000000 Penalty: 4688.985352
	Iteration 20F: 3 clusters Score -1061198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1061279.875000 Penalty: 4688.985352
	Iteration 21Q: 3 clusters Score -1061280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1061329.750000 Penalty: 4688.985352
	Iteration 22Q: 3 clusters Score -1061330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1061366.500000 Penalty: 4688.985352
	Iteration 23Q: 3 clusters Score -1061366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1061387.750000 Penalty: 4688.985352
	Iteration 24Q: 3 clusters Score -1061388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1061408.000000 Penalty: 4688.985352
	Iteration 25Q: 3 clusters Score -1061408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1061419.125000 Penalty: 4688.985352
	Iteration 26Q: 3 clusters Score -1061419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1061433.000000 Penalty: 4688.985352
	Iteration 27Q: 3 clusters Score -1061433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1061444.125000 Penalty: 4688.985352
	Iteration 28Q: 3 clusters Score -1061444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1061452.875000 Penalty: 4688.985352
	Iteration 29Q: 3 clusters Score -1061453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1061462.875000 Penalty: 4688.985352
	Iteration 30Q: 3 clusters Score -1061463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1061472.250000 Penalty: 4688.985352
	Iteration 31Q: 3 clusters Score -1061472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1061481.375000 Penalty: 4688.985352
	Iteration 32Q: 3 clusters Score -1061481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1061488.250000 Penalty: 4688.985352
	Iteration 33Q: 3 clusters Score -1061488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1061494.500000 Penalty: 4688.985352
	Iteration 34Q: 3 clusters Score -1061494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1061495.125000 Penalty: 4688.985352
	Iteration 35Q: 3 clusters Score -1061495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1061500.250000 Penalty: 4688.985352
	Iteration 36Q: 3 clusters Score -1061500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1061501.750000 Penalty: 4688.985352
	Iteration 37Q: 3 clusters Score -1061502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1061501.250000 Penalty: 4688.985352
	Iteration 38Q: 3 clusters Score -1061501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1061501.250000 Penalty: 4688.985352
	Iteration 39F: 3 clusters Score -1061501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -96026.539062 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -96026.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93911.398438 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -93911.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -94288.195312 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -94288.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -94441.890625 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -94441.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -94575.382812 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -94575.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94675.945312 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -94675.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94761.156250 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -94761.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -94839.421875 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -94839.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -94967.265625 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -94967.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -95136.796875 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -95136.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -95232.234375 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -95232.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -95286.375000 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -95286.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -95321.554688 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -95321.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -95341.390625 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -95341.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95371.546875 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -95371.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -95399.328125 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -95399.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -95419.382812 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -95419.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95429.812500 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -95429.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95434.515625 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -95434.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -95438.296875 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -95438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95440.390625 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -95440.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95440.390625 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -95440.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Entering Unmasked Estep 
Score: -1977256.625000 Penalty: 2500.006592
	Iteration 0F: 2 clusters Score -1977257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1960707.125000 Penalty: 5000.013184
	Iteration 0F: 3 clusters Score -1960707 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1966348.250000 Penalty: 5000.013184
	Iteration 1F: 3 clusters Score -1966348 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1966906.625000 Penalty: 5000.013184
	Iteration 2F: 3 clusters Score -1966907 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1967462.000000 Penalty: 5000.013184
	Iteration 3F: 3 clusters Score -1967462 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1968078.875000 Penalty: 5000.013184
	Iteration 4F: 3 clusters Score -1968079 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1968787.500000 Penalty: 5000.013184
	Iteration 5F: 3 clusters Score -1968788 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1969599.625000 Penalty: 5000.013184
	Iteration 6F: 3 clusters Score -1969600 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1970448.000000 Penalty: 5000.013184
	Iteration 7F: 3 clusters Score -1970448 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1971311.500000 Penalty: 5000.013184
	Iteration 8F: 3 clusters Score -1971312 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1972197.250000 Penalty: 5000.013184
	Iteration 9Q: 3 clusters Score -1972197 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1972922.250000 Penalty: 5000.013184
	Iteration 10Q: 3 clusters Score -1972922 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1973468.750000 Penalty: 5000.013184
	Iteration 11Q: 3 clusters Score -1973469 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1973913.125000 Penalty: 5000.013184
	Iteration 12Q: 3 clusters Score -1973913 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1974208.875000 Penalty: 5000.013184
	Iteration 13Q: 3 clusters Score -1974209 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1974453.500000 Penalty: 5000.013184
	Iteration 14Q: 3 clusters Score -1974454 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1974627.125000 Penalty: 5000.013184
	Iteration 15Q: 3 clusters Score -1974627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1974739.625000 Penalty: 5000.013184
	Iteration 16Q: 3 clusters Score -1974740 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1974823.875000 Penalty: 5000.013184
	Iteration 17Q: 3 clusters Score -1974824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1974881.750000 Penalty: 5000.013184
	Iteration 18Q: 3 clusters Score -1974882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1974925.000000 Penalty: 5000.013184
	Iteration 19Q: 3 clusters Score -1974925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1974952.125000 Penalty: 5000.013184
	Iteration 20F: 3 clusters Score -1974952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1974974.375000 Penalty: 5000.013184
	Iteration 21Q: 3 clusters Score -1974974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1974985.125000 Penalty: 5000.013184
	Iteration 22Q: 3 clusters Score -1974985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1974995.625000 Penalty: 5000.013184
	Iteration 23Q: 3 clusters Score -1974996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1975002.750000 Penalty: 5000.013184
	Iteration 24Q: 3 clusters Score -1975003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1975007.375000 Penalty: 5000.013184
	Iteration 25Q: 3 clusters Score -1975007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1975014.625000 Penalty: 5000.013184
	Iteration 26Q: 3 clusters Score -1975015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1975022.500000 Penalty: 5000.013184
	Iteration 27Q: 3 clusters Score -1975022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1975030.500000 Penalty: 5000.013184
	Iteration 28Q: 3 clusters Score -1975030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1975042.125000 Penalty: 5000.013184
	Iteration 29Q: 3 clusters Score -1975042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1975051.750000 Penalty: 5000.013184
	Iteration 30Q: 3 clusters Score -1975052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1975062.500000 Penalty: 5000.013184
	Iteration 31Q: 3 clusters Score -1975062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1975075.875000 Penalty: 5000.013184
	Iteration 32Q: 3 clusters Score -1975076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1975084.875000 Penalty: 5000.013184
	Iteration 33Q: 3 clusters Score -1975085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1975094.000000 Penalty: 5000.013184
	Iteration 34Q: 3 clusters Score -1975094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1975098.750000 Penalty: 5000.013184
	Iteration 35Q: 3 clusters Score -1975099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1975101.375000 Penalty: 5000.013184
	Iteration 36Q: 3 clusters Score -1975101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1975100.125000 Penalty: 5000.013184
	Iteration 37Q: 3 clusters Score -1975100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1975100.750000 Penalty: 5000.013184
	Iteration 38Q: 3 clusters Score -1975101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1975104.000000 Penalty: 5000.013184
	Iteration 39Q: 3 clusters Score -1975104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1975107.125000 Penalty: 5000.013184
	Iteration 40F: 3 clusters Score -1975107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1975109.625000 Penalty: 5000.013184
	Iteration 41Q: 3 clusters Score -1975110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1975113.125000 Penalty: 5000.013184
	Iteration 42Q: 3 clusters Score -1975113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1975113.625000 Penalty: 5000.013184
	Iteration 43Q: 3 clusters Score -1975114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1975115.625000 Penalty: 5000.013184
	Iteration 44Q: 3 clusters Score -1975116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1975117.875000 Penalty: 5000.013184
	Iteration 45Q: 3 clusters Score -1975118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1975117.875000 Penalty: 5000.013184
	Iteration 46F: 3 clusters Score -1975118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Entering Unmasked Estep 
Score: -850481.937500 Penalty: 2293.389893
	Iteration 0F: 2 clusters Score -850481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -842539.312500 Penalty: 4586.779785
	Iteration 0F: 3 clusters Score -842539.3 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -844841.062500 Penalty: 4586.779785
	Iteration 1F: 3 clusters Score -844841.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -845120.437500 Penalty: 4586.779785
	Iteration 2F: 3 clusters Score -845120.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -845331.437500 Penalty: 4586.779785
	Iteration 3F: 3 clusters Score -845331.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -845483.125000 Penalty: 4586.779785
	Iteration 4Q: 3 clusters Score -845483.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -845601.937500 Penalty: 4586.779785
	Iteration 5Q: 3 clusters Score -845601.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -845708.562500 Penalty: 4586.779785
	Iteration 6Q: 3 clusters Score -845708.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -845831.562500 Penalty: 4586.779785
	Iteration 7Q: 3 clusters Score -845831.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -845955.750000 Penalty: 4586.779785
	Iteration 8Q: 3 clusters Score -845955.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -846112.062500 Penalty: 4586.779785
	Iteration 9Q: 3 clusters Score -846112.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -846293.937500 Penalty: 4586.779785
	Iteration 10Q: 3 clusters Score -846293.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -846522.500000 Penalty: 4586.779785
	Iteration 11Q: 3 clusters Score -846522.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -846808.562500 Penalty: 4586.779785
	Iteration 12Q: 3 clusters Score -846808.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -847145.000000 Penalty: 4586.779785
	Iteration 13Q: 3 clusters Score -847145 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -847496.312500 Penalty: 4586.779785
	Iteration 14Q: 3 clusters Score -847496.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -847798.000000 Penalty: 4586.779785
	Iteration 15Q: 3 clusters Score -847798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -848024.375000 Penalty: 4586.779785
	Iteration 16Q: 3 clusters Score -848024.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -848186.500000 Penalty: 4586.779785
	Iteration 17Q: 3 clusters Score -848186.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -848288.750000 Penalty: 4586.779785
	Iteration 18Q: 3 clusters Score -848288.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -848373.625000 Penalty: 4586.779785
	Iteration 19Q: 3 clusters Score -848373.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -848417.250000 Penalty: 4586.779785
	Iteration 20F: 3 clusters Score -848417.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -848445.312500 Penalty: 4586.779785
	Iteration 21Q: 3 clusters Score -848445.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -848468.000000 Penalty: 4586.779785
	Iteration 22Q: 3 clusters Score -848468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -848479.937500 Penalty: 4586.779785
	Iteration 23Q: 3 clusters Score -848479.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -848484.000000 Penalty: 4586.779785
	Iteration 24Q: 3 clusters Score -848484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -848490.062500 Penalty: 4586.779785
	Iteration 25Q: 3 clusters Score -848490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -848492.125000 Penalty: 4586.779785
	Iteration 26Q: 3 clusters Score -848492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -848494.625000 Penalty: 4586.779785
	Iteration 27Q: 3 clusters Score -848494.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -848497.562500 Penalty: 4586.779785
	Iteration 28Q: 3 clusters Score -848497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -848499.687500 Penalty: 4586.779785
	Iteration 29Q: 3 clusters Score -848499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -848498.500000 Penalty: 4586.779785
	Iteration 30Q: 3 clusters Score -848498.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -848498.500000 Penalty: 4586.779785
	Iteration 31F: 3 clusters Score -848498.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Entering Unmasked Estep 
Score: -467570.343750 Penalty: 2183.025635
	Iteration 0F: 2 clusters Score -467570.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -461976.343750 Penalty: 4366.051270
	Iteration 0F: 3 clusters Score -461976.3 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -463631.156250 Penalty: 4366.051270
	Iteration 1F: 3 clusters Score -463631.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -464226.562500 Penalty: 4366.051270
	Iteration 2F: 3 clusters Score -464226.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -464798.437500 Penalty: 4366.051270
	Iteration 3F: 3 clusters Score -464798.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -465261.906250 Penalty: 4366.051270
	Iteration 4F: 3 clusters Score -465261.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -465593.375000 Penalty: 4366.051270
	Iteration 5F: 3 clusters Score -465593.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -465825.812500 Penalty: 4366.051270
	Iteration 6Q: 3 clusters Score -465825.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -465980.156250 Penalty: 4366.051270
	Iteration 7Q: 3 clusters Score -465980.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -466094.531250 Penalty: 4366.051270
	Iteration 8Q: 3 clusters Score -466094.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -466183.156250 Penalty: 4366.051270
	Iteration 9Q: 3 clusters Score -466183.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -466238.500000 Penalty: 4366.051270
	Iteration 10Q: 3 clusters Score -466238.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -466310.218750 Penalty: 4366.051270
	Iteration 11Q: 3 clusters Score -466310.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -466377.312500 Penalty: 4366.051270
	Iteration 12Q: 3 clusters Score -466377.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -466427.687500 Penalty: 4366.051270
	Iteration 13Q: 3 clusters Score -466427.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -466467.437500 Penalty: 4366.051270
	Iteration 14Q: 3 clusters Score -466467.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -466489.250000 Penalty: 4366.051270
	Iteration 15Q: 3 clusters Score -466489.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -466504.343750 Penalty: 4366.051270
	Iteration 16Q: 3 clusters Score -466504.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -466517.187500 Penalty: 4366.051270
	Iteration 17Q: 3 clusters Score -466517.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -466529.593750 Penalty: 4366.051270
	Iteration 18Q: 3 clusters Score -466529.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -466540.781250 Penalty: 4366.051270
	Iteration 19Q: 3 clusters Score -466540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -466546.281250 Penalty: 4366.051270
	Iteration 20F: 3 clusters Score -466546.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -466551.906250 Penalty: 4366.051270
	Iteration 21Q: 3 clusters Score -466551.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -466556.875000 Penalty: 4366.051270
	Iteration 22Q: 3 clusters Score -466556.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -466563.375000 Penalty: 4366.051270
	Iteration 23Q: 3 clusters Score -466563.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -466567.281250 Penalty: 4366.051270
	Iteration 24Q: 3 clusters Score -466567.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -466573.812500 Penalty: 4366.051270
	Iteration 25Q: 3 clusters Score -466573.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -466579.187500 Penalty: 4366.051270
	Iteration 26Q: 3 clusters Score -466579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -466583.062500 Penalty: 4366.051270
	Iteration 27Q: 3 clusters Score -466583.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -466584.750000 Penalty: 4366.051270
	Iteration 28Q: 3 clusters Score -466584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -466587.406250 Penalty: 4366.051270
	Iteration 29Q: 3 clusters Score -466587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -466589.937500 Penalty: 4366.051270
	Iteration 30Q: 3 clusters Score -466589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -466591.843750 Penalty: 4366.051270
	Iteration 31Q: 3 clusters Score -466591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -466595.125000 Penalty: 4366.051270
	Iteration 32Q: 3 clusters Score -466595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -466597.718750 Penalty: 4366.051270
	Iteration 33Q: 3 clusters Score -466597.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -466598.750000 Penalty: 4366.051270
	Iteration 34Q: 3 clusters Score -466598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -466598.937500 Penalty: 4366.051270
	Iteration 35Q: 3 clusters Score -466598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -466600.875000 Penalty: 4366.051270
	Iteration 36Q: 3 clusters Score -466600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -466601.875000 Penalty: 4366.051270
	Iteration 37Q: 3 clusters Score -466601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -466603.125000 Penalty: 4366.051270
	Iteration 38Q: 3 clusters Score -466603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -466603.343750 Penalty: 4366.051270
	Iteration 39Q: 3 clusters Score -466603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -466603.343750 Penalty: 4366.051270
	Iteration 40F: 3 clusters Score -466603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36277.832031 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -36277.83 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 230 members 
Entering Unmasked Estep 
Score: -34781.769531 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -34781.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34936.078125 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -34936.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34974.191406 Penalty: 3057.004150
	Iteration 2Q: 3 clusters Score -34974.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34986.820312 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -34986.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35003.328125 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -35003.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35015.281250 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -35015.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35017.621094 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -35017.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35024.195312 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -35024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35026.683594 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -35026.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35026.683594 Penalty: 3057.004150
	Iteration 9F: 3 clusters Score -35026.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -579311.062500 Penalty: 2197.474121
	Iteration 0F: 2 clusters Score -579311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -573556.375000 Penalty: 4394.948242
	Iteration 0F: 3 clusters Score -573556.4 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -575169.937500 Penalty: 4394.948242
	Iteration 1F: 3 clusters Score -575169.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -575498.625000 Penalty: 4394.948242
	Iteration 2F: 3 clusters Score -575498.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -575809.500000 Penalty: 4394.948242
	Iteration 3F: 3 clusters Score -575809.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -576072.000000 Penalty: 4394.948242
	Iteration 4F: 3 clusters Score -576072 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -576353.687500 Penalty: 4394.948242
	Iteration 5F: 3 clusters Score -576353.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -576633.375000 Penalty: 4394.948242
	Iteration 6Q: 3 clusters Score -576633.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -576898.750000 Penalty: 4394.948242
	Iteration 7Q: 3 clusters Score -576898.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -577141.125000 Penalty: 4394.948242
	Iteration 8Q: 3 clusters Score -577141.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -577420.187500 Penalty: 4394.948242
	Iteration 9Q: 3 clusters Score -577420.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -577769.125000 Penalty: 4394.948242
	Iteration 10Q: 3 clusters Score -577769.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -578114.687500 Penalty: 4394.948242
	Iteration 11Q: 3 clusters Score -578114.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -578363.625000 Penalty: 4394.948242
	Iteration 12Q: 3 clusters Score -578363.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -578508.125000 Penalty: 4394.948242
	Iteration 13Q: 3 clusters Score -578508.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -578561.625000 Penalty: 4394.948242
	Iteration 14Q: 3 clusters Score -578561.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -578588.750000 Penalty: 4394.948242
	Iteration 15Q: 3 clusters Score -578588.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -578606.625000 Penalty: 4394.948242
	Iteration 16Q: 3 clusters Score -578606.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -578617.562500 Penalty: 4394.948242
	Iteration 17Q: 3 clusters Score -578617.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -578633.375000 Penalty: 4394.948242
	Iteration 18Q: 3 clusters Score -578633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -578642.437500 Penalty: 4394.948242
	Iteration 19Q: 3 clusters Score -578642.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -578648.000000 Penalty: 4394.948242
	Iteration 20F: 3 clusters Score -578648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -578655.500000 Penalty: 4394.948242
	Iteration 21Q: 3 clusters Score -578655.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -578662.250000 Penalty: 4394.948242
	Iteration 22Q: 3 clusters Score -578662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -578667.937500 Penalty: 4394.948242
	Iteration 23Q: 3 clusters Score -578667.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -578678.750000 Penalty: 4394.948242
	Iteration 24Q: 3 clusters Score -578678.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -578683.250000 Penalty: 4394.948242
	Iteration 25Q: 3 clusters Score -578683.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -578691.312500 Penalty: 4394.948242
	Iteration 26Q: 3 clusters Score -578691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -578696.562500 Penalty: 4394.948242
	Iteration 27Q: 3 clusters Score -578696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -578700.625000 Penalty: 4394.948242
	Iteration 28Q: 3 clusters Score -578700.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -578703.250000 Penalty: 4394.948242
	Iteration 29Q: 3 clusters Score -578703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -578707.375000 Penalty: 4394.948242
	Iteration 30Q: 3 clusters Score -578707.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -578713.125000 Penalty: 4394.948242
	Iteration 31Q: 3 clusters Score -578713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -578717.375000 Penalty: 4394.948242
	Iteration 32Q: 3 clusters Score -578717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -578723.125000 Penalty: 4394.948242
	Iteration 33Q: 3 clusters Score -578723.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -578726.937500 Penalty: 4394.948242
	Iteration 34Q: 3 clusters Score -578726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -578729.437500 Penalty: 4394.948242
	Iteration 35Q: 3 clusters Score -578729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -578729.812500 Penalty: 4394.948242
	Iteration 36Q: 3 clusters Score -578729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -578730.875000 Penalty: 4394.948242
	Iteration 37Q: 3 clusters Score -578730.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -578730.875000 Penalty: 4394.948242
	Iteration 38F: 3 clusters Score -578730.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -94702.468750 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -94702.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -92427.398438 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -92427.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -93111.039062 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -93111.04 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -93512.328125 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -93512.33 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -93788.820312 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -93788.82 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93978.414062 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -93978.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -94138.078125 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -94138.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -94279.570312 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -94279.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -94341.156250 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -94341.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94387.929688 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -94387.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -94429.609375 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -94429.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -94456.554688 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -94456.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -94479.398438 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -94479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -94550.968750 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -94550.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -94590.148438 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -94590.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -94627.039062 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -94627.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -94650.085938 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -94650.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -94682.710938 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -94682.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -94716.921875 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -94716.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -94766.585938 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -94766.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -94800.046875 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -94800.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -94817.515625 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -94817.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -94832.750000 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -94832.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -94834.195312 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -94834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94836.640625 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -94836.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94846.632812 Penalty: 3661.842285
	Iteration 24Q: 3 clusters Score -94846.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -94851.968750 Penalty: 3661.842285
	Iteration 25Q: 3 clusters Score -94851.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -94852.421875 Penalty: 3661.842285
	Iteration 26Q: 3 clusters Score -94852.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -94853.875000 Penalty: 3661.842285
	Iteration 27Q: 3 clusters Score -94853.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -94854.757812 Penalty: 3661.842285
	Iteration 28Q: 3 clusters Score -94854.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -94854.757812 Penalty: 3661.842285
	Iteration 29F: 3 clusters Score -94854.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 637 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8285 members 
Mstep: Class 55 contains 971 members 
Entering Unmasked Estep 
Score: -51173116.000000 Penalty: 182728.750000
Splitting cluster 46 changes total score from -51174512.000000 to -51173116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (9593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Entering Unmasked Estep 
Score: -787005.000000 Penalty: 2273.859619
	Iteration 0F: 2 clusters Score -787005 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 4791 members 
Entering Unmasked Estep 
Score: -779556.000000 Penalty: 4547.719238
	Iteration 0F: 3 clusters Score -779556 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -781780.062500 Penalty: 4547.719238
	Iteration 1F: 3 clusters Score -781780.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -782142.187500 Penalty: 4547.719238
	Iteration 2F: 3 clusters Score -782142.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -782455.312500 Penalty: 4547.719238
	Iteration 3F: 3 clusters Score -782455.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -782723.062500 Penalty: 4547.719238
	Iteration 4Q: 3 clusters Score -782723.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -782949.062500 Penalty: 4547.719238
	Iteration 5Q: 3 clusters Score -782949.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -783146.125000 Penalty: 4547.719238
	Iteration 6Q: 3 clusters Score -783146.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -783342.250000 Penalty: 4547.719238
	Iteration 7Q: 3 clusters Score -783342.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -783517.062500 Penalty: 4547.719238
	Iteration 8Q: 3 clusters Score -783517.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -783660.937500 Penalty: 4547.719238
	Iteration 9Q: 3 clusters Score -783660.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -783811.937500 Penalty: 4547.719238
	Iteration 10Q: 3 clusters Score -783811.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -783953.437500 Penalty: 4547.719238
	Iteration 11Q: 3 clusters Score -783953.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -784083.437500 Penalty: 4547.719238
	Iteration 12Q: 3 clusters Score -784083.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -784210.250000 Penalty: 4547.719238
	Iteration 13Q: 3 clusters Score -784210.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -784312.250000 Penalty: 4547.719238
	Iteration 14Q: 3 clusters Score -784312.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -784399.687500 Penalty: 4547.719238
	Iteration 15Q: 3 clusters Score -784399.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -784487.437500 Penalty: 4547.719238
	Iteration 16Q: 3 clusters Score -784487.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -784569.625000 Penalty: 4547.719238
	Iteration 17Q: 3 clusters Score -784569.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -784639.437500 Penalty: 4547.719238
	Iteration 18Q: 3 clusters Score -784639.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -784706.562500 Penalty: 4547.719238
	Iteration 19Q: 3 clusters Score -784706.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -784766.875000 Penalty: 4547.719238
	Iteration 20F: 3 clusters Score -784766.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -784821.250000 Penalty: 4547.719238
	Iteration 21Q: 3 clusters Score -784821.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -784862.875000 Penalty: 4547.719238
	Iteration 22Q: 3 clusters Score -784862.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -784899.812500 Penalty: 4547.719238
	Iteration 23Q: 3 clusters Score -784899.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -784930.750000 Penalty: 4547.719238
	Iteration 24Q: 3 clusters Score -784930.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -784954.250000 Penalty: 4547.719238
	Iteration 25Q: 3 clusters Score -784954.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -784977.000000 Penalty: 4547.719238
	Iteration 26Q: 3 clusters Score -784977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -785003.500000 Penalty: 4547.719238
	Iteration 27Q: 3 clusters Score -785003.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -785026.562500 Penalty: 4547.719238
	Iteration 28Q: 3 clusters Score -785026.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -785045.125000 Penalty: 4547.719238
	Iteration 29Q: 3 clusters Score -785045.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -785059.812500 Penalty: 4547.719238
	Iteration 30Q: 3 clusters Score -785059.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -785079.750000 Penalty: 4547.719238
	Iteration 31Q: 3 clusters Score -785079.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -785105.875000 Penalty: 4547.719238
	Iteration 32Q: 3 clusters Score -785105.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -785125.062500 Penalty: 4547.719238
	Iteration 33Q: 3 clusters Score -785125.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -785146.687500 Penalty: 4547.719238
	Iteration 34Q: 3 clusters Score -785146.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -785165.000000 Penalty: 4547.719238
	Iteration 35Q: 3 clusters Score -785165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -785187.562500 Penalty: 4547.719238
	Iteration 36Q: 3 clusters Score -785187.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -785203.312500 Penalty: 4547.719238
	Iteration 37Q: 3 clusters Score -785203.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -785219.500000 Penalty: 4547.719238
	Iteration 38Q: 3 clusters Score -785219.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -785224.437500 Penalty: 4547.719238
	Iteration 39Q: 3 clusters Score -785224.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -785229.812500 Penalty: 4547.719238
	Iteration 40F: 3 clusters Score -785229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -785236.812500 Penalty: 4547.719238
	Iteration 41Q: 3 clusters Score -785236.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -785247.125000 Penalty: 4547.719238
	Iteration 42Q: 3 clusters Score -785247.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -785254.437500 Penalty: 4547.719238
	Iteration 43Q: 3 clusters Score -785254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -785258.875000 Penalty: 4547.719238
	Iteration 44Q: 3 clusters Score -785258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -785265.750000 Penalty: 4547.719238
	Iteration 45Q: 3 clusters Score -785265.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -785269.500000 Penalty: 4547.719238
	Iteration 46Q: 3 clusters Score -785269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -785273.375000 Penalty: 4547.719238
	Iteration 47Q: 3 clusters Score -785273.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -785276.000000 Penalty: 4547.719238
	Iteration 48Q: 3 clusters Score -785276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -785278.562500 Penalty: 4547.719238
	Iteration 49Q: 3 clusters Score -785278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -785279.687500 Penalty: 4547.719238
	Iteration 50Q: 3 clusters Score -785279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -785279.750000 Penalty: 4547.719238
	Iteration 51Q: 3 clusters Score -785279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -785281.000000 Penalty: 4547.719238
	Iteration 52Q: 3 clusters Score -785281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -785281.687500 Penalty: 4547.719238
	Iteration 53Q: 3 clusters Score -785281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -785285.750000 Penalty: 4547.719238
	Iteration 54Q: 3 clusters Score -785285.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -785289.250000 Penalty: 4547.719238
	Iteration 55Q: 3 clusters Score -785289.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -785293.625000 Penalty: 4547.719238
	Iteration 56Q: 3 clusters Score -785293.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -785296.062500 Penalty: 4547.719238
	Iteration 57Q: 3 clusters Score -785296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -785299.437500 Penalty: 4547.719238
	Iteration 58Q: 3 clusters Score -785299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -785309.937500 Penalty: 4547.719238
	Iteration 59Q: 3 clusters Score -785309.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -785313.937500 Penalty: 4547.719238
	Iteration 60F: 3 clusters Score -785313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -785317.062500 Penalty: 4547.719238
	Iteration 61Q: 3 clusters Score -785317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -785318.687500 Penalty: 4547.719238
	Iteration 62Q: 3 clusters Score -785318.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -785325.312500 Penalty: 4547.719238
	Iteration 63Q: 3 clusters Score -785325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -785328.062500 Penalty: 4547.719238
	Iteration 64Q: 3 clusters Score -785328.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -785330.125000 Penalty: 4547.719238
	Iteration 65Q: 3 clusters Score -785330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -785332.812500 Penalty: 4547.719238
	Iteration 66Q: 3 clusters Score -785332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -785332.187500 Penalty: 4547.719238
	Iteration 67Q: 3 clusters Score -785332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -785334.125000 Penalty: 4547.719238
	Iteration 68Q: 3 clusters Score -785334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -785333.312500 Penalty: 4547.719238
	Iteration 69Q: 3 clusters Score -785333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -785333.312500 Penalty: 4547.719238
	Iteration 70F: 3 clusters Score -785333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Entering Unmasked Estep 
Score: -1851933.125000 Penalty: 2470.924561
	Iteration 0F: 2 clusters Score -1851933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1837065.000000 Penalty: 4941.849121
	Iteration 0F: 3 clusters Score -1837065 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1842335.000000 Penalty: 4941.849121
	Iteration 1F: 3 clusters Score -1842335 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1843027.500000 Penalty: 4941.849121
	Iteration 2F: 3 clusters Score -1843028 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1843793.500000 Penalty: 4941.849121
	Iteration 3F: 3 clusters Score -1843794 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1844702.375000 Penalty: 4941.849121
	Iteration 4F: 3 clusters Score -1844702 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1845835.000000 Penalty: 4941.849121
	Iteration 5F: 3 clusters Score -1845835 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1847164.500000 Penalty: 4941.849121
	Iteration 6F: 3 clusters Score -1847164 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1848402.000000 Penalty: 4941.849121
	Iteration 7F: 3 clusters Score -1848402 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1849406.375000 Penalty: 4941.849121
	Iteration 8F: 3 clusters Score -1849406 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1850185.250000 Penalty: 4941.849121
	Iteration 9Q: 3 clusters Score -1850185 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1850789.000000 Penalty: 4941.849121
	Iteration 10Q: 3 clusters Score -1850789 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1851135.875000 Penalty: 4941.849121
	Iteration 11Q: 3 clusters Score -1851136 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1851305.375000 Penalty: 4941.849121
	Iteration 12Q: 3 clusters Score -1851305 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1851394.625000 Penalty: 4941.849121
	Iteration 13Q: 3 clusters Score -1851395 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1851447.375000 Penalty: 4941.849121
	Iteration 14Q: 3 clusters Score -1851447 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1851488.875000 Penalty: 4941.849121
	Iteration 15Q: 3 clusters Score -1851489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1851513.250000 Penalty: 4941.849121
	Iteration 16Q: 3 clusters Score -1851513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1851531.125000 Penalty: 4941.849121
	Iteration 17Q: 3 clusters Score -1851531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1851544.875000 Penalty: 4941.849121
	Iteration 18Q: 3 clusters Score -1851545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1851549.125000 Penalty: 4941.849121
	Iteration 19Q: 3 clusters Score -1851549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1851559.875000 Penalty: 4941.849121
	Iteration 20F: 3 clusters Score -1851560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1851561.625000 Penalty: 4941.849121
	Iteration 21Q: 3 clusters Score -1851562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1851568.625000 Penalty: 4941.849121
	Iteration 22Q: 3 clusters Score -1851569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1851576.500000 Penalty: 4941.849121
	Iteration 23Q: 3 clusters Score -1851576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1851577.625000 Penalty: 4941.849121
	Iteration 24Q: 3 clusters Score -1851578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1851578.000000 Penalty: 4941.849121
	Iteration 25Q: 3 clusters Score -1851578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1851578.125000 Penalty: 4941.849121
	Iteration 26Q: 3 clusters Score -1851578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1851587.375000 Penalty: 4941.849121
	Iteration 27Q: 3 clusters Score -1851587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1851580.750000 Penalty: 4941.849121
	Iteration 28Q: 3 clusters Score -1851581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1851582.625000 Penalty: 4941.849121
	Iteration 29Q: 3 clusters Score -1851583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1851581.375000 Penalty: 4941.849121
	Iteration 30Q: 3 clusters Score -1851581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1851584.500000 Penalty: 4941.849121
	Iteration 31Q: 3 clusters Score -1851584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1851584.375000 Penalty: 4941.849121
	Iteration 32Q: 3 clusters Score -1851584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1851585.750000 Penalty: 4941.849121
	Iteration 33Q: 3 clusters Score -1851586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1851586.000000 Penalty: 4941.849121
	Iteration 34Q: 3 clusters Score -1851586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1851586.125000 Penalty: 4941.849121
	Iteration 35Q: 3 clusters Score -1851586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1851586.125000 Penalty: 4941.849121
	Iteration 36F: 3 clusters Score -1851586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -309902.562500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -309902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -306086.812500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -306086.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -307121.062500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -307121.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -307641.281250 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -307641.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -308242.312500 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -308242.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -308904.468750 Penalty: 4106.855957
	Iteration 4F: 3 clusters Score -308904.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -309480.875000 Penalty: 4106.855957
	Iteration 5F: 3 clusters Score -309480.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -309893.468750 Penalty: 4106.855957
	Iteration 6F: 3 clusters Score -309893.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -310190.468750 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -310190.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -310435.375000 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -310435.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -310601.593750 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -310601.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -310682.000000 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -310682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -310707.500000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -310707.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -310712.968750 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -310713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -310713.187500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -310713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -310713.187500 Penalty: 4106.855957
	Iteration 14F: 3 clusters Score -310713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 2354 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8285 members 
Mstep: Class 55 contains 1590 members 
Entering Unmasked Estep 
Score: -51174096.000000 Penalty: 182728.750000
Splitting cluster 49 changes total score from -51174512.000000 to -51174096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -159900.656250 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -159900.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -157101.500000 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -157101.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -157617.281250 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -157617.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -157767.406250 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -157767.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -157853.484375 Penalty: 3813.019043
	Iteration 3Q: 3 clusters Score -157853.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -157912.281250 Penalty: 3813.019043
	Iteration 4Q: 3 clusters Score -157912.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -157958.093750 Penalty: 3813.019043
	Iteration 5Q: 3 clusters Score -157958.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -157995.234375 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -157995.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -158031.437500 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -158031.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -158062.171875 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -158062.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -158089.453125 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -158089.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -158105.796875 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -158105.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -158114.890625 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -158114.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -158126.156250 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -158126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -158143.140625 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -158143.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -158154.453125 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -158154.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -158180.859375 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -158180.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -158202.562500 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -158202.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -158224.406250 Penalty: 3813.019043
	Iteration 17Q: 3 clusters Score -158224.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -158246.500000 Penalty: 3813.019043
	Iteration 18Q: 3 clusters Score -158246.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -158271.234375 Penalty: 3813.019043
	Iteration 19Q: 3 clusters Score -158271.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -158292.593750 Penalty: 3813.019043
	Iteration 20F: 3 clusters Score -158292.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -158314.546875 Penalty: 3813.019043
	Iteration 21Q: 3 clusters Score -158314.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -158332.140625 Penalty: 3813.019043
	Iteration 22Q: 3 clusters Score -158332.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -158352.296875 Penalty: 3813.019043
	Iteration 23Q: 3 clusters Score -158352.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -158372.171875 Penalty: 3813.019043
	Iteration 24Q: 3 clusters Score -158372.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -158397.328125 Penalty: 3813.019043
	Iteration 25Q: 3 clusters Score -158397.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -158433.734375 Penalty: 3813.019043
	Iteration 26Q: 3 clusters Score -158433.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -158457.125000 Penalty: 3813.019043
	Iteration 27Q: 3 clusters Score -158457.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -158472.062500 Penalty: 3813.019043
	Iteration 28Q: 3 clusters Score -158472.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -158493.093750 Penalty: 3813.019043
	Iteration 29Q: 3 clusters Score -158493.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -158518.515625 Penalty: 3813.019043
	Iteration 30Q: 3 clusters Score -158518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -158535.937500 Penalty: 3813.019043
	Iteration 31Q: 3 clusters Score -158535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -158552.531250 Penalty: 3813.019043
	Iteration 32Q: 3 clusters Score -158552.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -158565.781250 Penalty: 3813.019043
	Iteration 33Q: 3 clusters Score -158565.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -158580.671875 Penalty: 3813.019043
	Iteration 34Q: 3 clusters Score -158580.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -158594.328125 Penalty: 3813.019043
	Iteration 35Q: 3 clusters Score -158594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -158608.921875 Penalty: 3813.019043
	Iteration 36Q: 3 clusters Score -158608.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -158619.828125 Penalty: 3813.019043
	Iteration 37Q: 3 clusters Score -158619.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -158625.468750 Penalty: 3813.019043
	Iteration 38Q: 3 clusters Score -158625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -158628.421875 Penalty: 3813.019043
	Iteration 39Q: 3 clusters Score -158628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -158632.796875 Penalty: 3813.019043
	Iteration 40F: 3 clusters Score -158632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -158636.968750 Penalty: 3813.019043
	Iteration 41Q: 3 clusters Score -158637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -158644.343750 Penalty: 3813.019043
	Iteration 42Q: 3 clusters Score -158644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -158652.015625 Penalty: 3813.019043
	Iteration 43Q: 3 clusters Score -158652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -158661.578125 Penalty: 3813.019043
	Iteration 44Q: 3 clusters Score -158661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -158663.609375 Penalty: 3813.019043
	Iteration 45Q: 3 clusters Score -158663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -158664.984375 Penalty: 3813.019043
	Iteration 46Q: 3 clusters Score -158665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -158666.765625 Penalty: 3813.019043
	Iteration 47Q: 3 clusters Score -158666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -158668.296875 Penalty: 3813.019043
	Iteration 48Q: 3 clusters Score -158668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -158669.578125 Penalty: 3813.019043
	Iteration 49Q: 3 clusters Score -158669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -158671.484375 Penalty: 3813.019043
	Iteration 50Q: 3 clusters Score -158671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -158673.078125 Penalty: 3813.019043
	Iteration 51Q: 3 clusters Score -158673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -158673.265625 Penalty: 3813.019043
	Iteration 52Q: 3 clusters Score -158673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -158673.265625 Penalty: 3813.019043
	Iteration 53F: 3 clusters Score -158673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -91437.945312 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -91437.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89414.804688 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -89414.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89715.968750 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -89715.97 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -89843.718750 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -89843.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -89898.515625 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -89898.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89921.921875 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -89921.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -89947.273438 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -89947.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89981.843750 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -89981.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -90003.898438 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -90003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -90021.742188 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -90021.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -90037.195312 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -90037.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90047.851562 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -90047.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90058.898438 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -90058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90072.500000 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -90072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90079.257812 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -90079.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90080.367188 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -90080.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90082.640625 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -90082.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90082.898438 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -90082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -90082.898438 Penalty: 3504.120605
	Iteration 17F: 3 clusters Score -90082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -503053.500000 Penalty: 2165.771484
	Iteration 0F: 2 clusters Score -503053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -497754.687500 Penalty: 4331.542969
	Iteration 0F: 3 clusters Score -497754.7 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -499309.125000 Penalty: 4331.542969
	Iteration 1F: 3 clusters Score -499309.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -499886.625000 Penalty: 4331.542969
	Iteration 2F: 3 clusters Score -499886.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -500458.281250 Penalty: 4331.542969
	Iteration 3F: 3 clusters Score -500458.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -500846.968750 Penalty: 4331.542969
	Iteration 4F: 3 clusters Score -500847 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -501114.437500 Penalty: 4331.542969
	Iteration 5F: 3 clusters Score -501114.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -501301.937500 Penalty: 4331.542969
	Iteration 6Q: 3 clusters Score -501301.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -501424.875000 Penalty: 4331.542969
	Iteration 7Q: 3 clusters Score -501424.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -501509.343750 Penalty: 4331.542969
	Iteration 8Q: 3 clusters Score -501509.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -501588.125000 Penalty: 4331.542969
	Iteration 9Q: 3 clusters Score -501588.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -501664.937500 Penalty: 4331.542969
	Iteration 10Q: 3 clusters Score -501664.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -501737.312500 Penalty: 4331.542969
	Iteration 11Q: 3 clusters Score -501737.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -501799.687500 Penalty: 4331.542969
	Iteration 12Q: 3 clusters Score -501799.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -501867.968750 Penalty: 4331.542969
	Iteration 13Q: 3 clusters Score -501868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -501938.906250 Penalty: 4331.542969
	Iteration 14Q: 3 clusters Score -501938.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -502015.000000 Penalty: 4331.542969
	Iteration 15Q: 3 clusters Score -502015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -502080.718750 Penalty: 4331.542969
	Iteration 16Q: 3 clusters Score -502080.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -502126.000000 Penalty: 4331.542969
	Iteration 17Q: 3 clusters Score -502126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -502164.218750 Penalty: 4331.542969
	Iteration 18Q: 3 clusters Score -502164.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -502204.187500 Penalty: 4331.542969
	Iteration 19Q: 3 clusters Score -502204.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -502244.437500 Penalty: 4331.542969
	Iteration 20F: 3 clusters Score -502244.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -502288.843750 Penalty: 4331.542969
	Iteration 21Q: 3 clusters Score -502288.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -502327.593750 Penalty: 4331.542969
	Iteration 22Q: 3 clusters Score -502327.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -502359.625000 Penalty: 4331.542969
	Iteration 23Q: 3 clusters Score -502359.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -502392.781250 Penalty: 4331.542969
	Iteration 24Q: 3 clusters Score -502392.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -502416.468750 Penalty: 4331.542969
	Iteration 25Q: 3 clusters Score -502416.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -502438.718750 Penalty: 4331.542969
	Iteration 26Q: 3 clusters Score -502438.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -502465.218750 Penalty: 4331.542969
	Iteration 27Q: 3 clusters Score -502465.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -502497.125000 Penalty: 4331.542969
	Iteration 28Q: 3 clusters Score -502497.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -502529.218750 Penalty: 4331.542969
	Iteration 29Q: 3 clusters Score -502529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -502545.531250 Penalty: 4331.542969
	Iteration 30Q: 3 clusters Score -502545.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -502562.906250 Penalty: 4331.542969
	Iteration 31Q: 3 clusters Score -502562.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -502581.250000 Penalty: 4331.542969
	Iteration 32Q: 3 clusters Score -502581.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -502594.531250 Penalty: 4331.542969
	Iteration 33Q: 3 clusters Score -502594.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -502603.375000 Penalty: 4331.542969
	Iteration 34Q: 3 clusters Score -502603.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -502610.781250 Penalty: 4331.542969
	Iteration 35Q: 3 clusters Score -502610.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -502616.875000 Penalty: 4331.542969
	Iteration 36Q: 3 clusters Score -502616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -502619.187500 Penalty: 4331.542969
	Iteration 37Q: 3 clusters Score -502619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -502621.625000 Penalty: 4331.542969
	Iteration 38Q: 3 clusters Score -502621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -502623.125000 Penalty: 4331.542969
	Iteration 39Q: 3 clusters Score -502623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -502625.312500 Penalty: 4331.542969
	Iteration 40F: 3 clusters Score -502625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -502626.781250 Penalty: 4331.542969
	Iteration 41Q: 3 clusters Score -502626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -502628.718750 Penalty: 4331.542969
	Iteration 42Q: 3 clusters Score -502628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -502630.281250 Penalty: 4331.542969
	Iteration 43Q: 3 clusters Score -502630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -502632.312500 Penalty: 4331.542969
	Iteration 44Q: 3 clusters Score -502632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -502633.781250 Penalty: 4331.542969
	Iteration 45Q: 3 clusters Score -502633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -502636.000000 Penalty: 4331.542969
	Iteration 46Q: 3 clusters Score -502636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -502637.187500 Penalty: 4331.542969
	Iteration 47Q: 3 clusters Score -502637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -502637.562500 Penalty: 4331.542969
	Iteration 48Q: 3 clusters Score -502637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -502638.375000 Penalty: 4331.542969
	Iteration 49Q: 3 clusters Score -502638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -502642.468750 Penalty: 4331.542969
	Iteration 50Q: 3 clusters Score -502642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -502644.625000 Penalty: 4331.542969
	Iteration 51Q: 3 clusters Score -502644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -502644.968750 Penalty: 4331.542969
	Iteration 52Q: 3 clusters Score -502645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -502645.468750 Penalty: 4331.542969
	Iteration 53Q: 3 clusters Score -502645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -502646.218750 Penalty: 4331.542969
	Iteration 54Q: 3 clusters Score -502646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -502647.312500 Penalty: 4331.542969
	Iteration 55Q: 3 clusters Score -502647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -502646.781250 Penalty: 4331.542969
	Iteration 56Q: 3 clusters Score -502646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -502647.312500 Penalty: 4331.542969
	Iteration 57Q: 3 clusters Score -502647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -502648.218750 Penalty: 4331.542969
	Iteration 58Q: 3 clusters Score -502648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -502648.218750 Penalty: 4331.542969
	Iteration 59F: 3 clusters Score -502648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Entering Unmasked Estep 
Score: -400105.718750 Penalty: 2114.289307
	Iteration 0F: 2 clusters Score -400105.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -395587.281250 Penalty: 4228.578613
	Iteration 0F: 3 clusters Score -395587.3 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -396658.500000 Penalty: 4228.578613
	Iteration 1F: 3 clusters Score -396658.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -396989.031250 Penalty: 4228.578613
	Iteration 2F: 3 clusters Score -396989 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -397363.062500 Penalty: 4228.578613
	Iteration 3F: 3 clusters Score -397363.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -397802.968750 Penalty: 4228.578613
	Iteration 4F: 3 clusters Score -397803 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -398138.218750 Penalty: 4228.578613
	Iteration 5F: 3 clusters Score -398138.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -398439.406250 Penalty: 4228.578613
	Iteration 6F: 3 clusters Score -398439.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -398689.562500 Penalty: 4228.578613
	Iteration 7F: 3 clusters Score -398689.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -398850.875000 Penalty: 4228.578613
	Iteration 8Q: 3 clusters Score -398850.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -398974.531250 Penalty: 4228.578613
	Iteration 9Q: 3 clusters Score -398974.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -399075.968750 Penalty: 4228.578613
	Iteration 10Q: 3 clusters Score -399076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -399162.406250 Penalty: 4228.578613
	Iteration 11Q: 3 clusters Score -399162.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -399236.281250 Penalty: 4228.578613
	Iteration 12Q: 3 clusters Score -399236.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -399302.187500 Penalty: 4228.578613
	Iteration 13Q: 3 clusters Score -399302.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -399354.718750 Penalty: 4228.578613
	Iteration 14Q: 3 clusters Score -399354.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -399409.781250 Penalty: 4228.578613
	Iteration 15Q: 3 clusters Score -399409.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -399467.843750 Penalty: 4228.578613
	Iteration 16Q: 3 clusters Score -399467.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -399536.593750 Penalty: 4228.578613
	Iteration 17Q: 3 clusters Score -399536.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -399598.406250 Penalty: 4228.578613
	Iteration 18Q: 3 clusters Score -399598.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -399655.218750 Penalty: 4228.578613
	Iteration 19Q: 3 clusters Score -399655.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -399713.093750 Penalty: 4228.578613
	Iteration 20F: 3 clusters Score -399713.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -399764.312500 Penalty: 4228.578613
	Iteration 21Q: 3 clusters Score -399764.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -399810.687500 Penalty: 4228.578613
	Iteration 22Q: 3 clusters Score -399810.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -399848.281250 Penalty: 4228.578613
	Iteration 23Q: 3 clusters Score -399848.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -399896.062500 Penalty: 4228.578613
	Iteration 24Q: 3 clusters Score -399896.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -399955.281250 Penalty: 4228.578613
	Iteration 25Q: 3 clusters Score -399955.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -400017.437500 Penalty: 4228.578613
	Iteration 26Q: 3 clusters Score -400017.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -400070.218750 Penalty: 4228.578613
	Iteration 27Q: 3 clusters Score -400070.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -400103.937500 Penalty: 4228.578613
	Iteration 28Q: 3 clusters Score -400103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -400129.468750 Penalty: 4228.578613
	Iteration 29Q: 3 clusters Score -400129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -400143.062500 Penalty: 4228.578613
	Iteration 30Q: 3 clusters Score -400143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -400148.468750 Penalty: 4228.578613
	Iteration 31Q: 3 clusters Score -400148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -400150.875000 Penalty: 4228.578613
	Iteration 32Q: 3 clusters Score -400150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -400154.625000 Penalty: 4228.578613
	Iteration 33Q: 3 clusters Score -400154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -400155.031250 Penalty: 4228.578613
	Iteration 34Q: 3 clusters Score -400155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -400155.031250 Penalty: 4228.578613
	Iteration 35F: 3 clusters Score -400155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 592 members 
Mstep: Class 54 contains 8285 members 
Mstep: Class 55 contains 4449 members 
Entering Unmasked Estep 
Score: -51173124.000000 Penalty: 182728.750000
Splitting cluster 53 changes total score from -51174512.000000 to -51173124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -712474.125000 Penalty: 2237.505859
	Iteration 0F: 2 clusters Score -712474.1 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 4188 members 
Entering Unmasked Estep 
Score: -705874.187500 Penalty: 4475.011719
	Iteration 0F: 3 clusters Score -705874.2 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -707626.062500 Penalty: 4475.011719
	Iteration 1F: 3 clusters Score -707626.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -707914.937500 Penalty: 4475.011719
	Iteration 2F: 3 clusters Score -707914.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -708076.437500 Penalty: 4475.011719
	Iteration 3Q: 3 clusters Score -708076.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -708194.687500 Penalty: 4475.011719
	Iteration 4Q: 3 clusters Score -708194.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -708284.500000 Penalty: 4475.011719
	Iteration 5Q: 3 clusters Score -708284.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -708366.187500 Penalty: 4475.011719
	Iteration 6Q: 3 clusters Score -708366.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -708446.375000 Penalty: 4475.011719
	Iteration 7Q: 3 clusters Score -708446.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -708530.312500 Penalty: 4475.011719
	Iteration 8Q: 3 clusters Score -708530.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -708609.187500 Penalty: 4475.011719
	Iteration 9Q: 3 clusters Score -708609.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -708697.312500 Penalty: 4475.011719
	Iteration 10Q: 3 clusters Score -708697.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -708776.500000 Penalty: 4475.011719
	Iteration 11Q: 3 clusters Score -708776.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -708868.187500 Penalty: 4475.011719
	Iteration 12Q: 3 clusters Score -708868.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -708978.375000 Penalty: 4475.011719
	Iteration 13Q: 3 clusters Score -708978.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -709122.937500 Penalty: 4475.011719
	Iteration 14Q: 3 clusters Score -709122.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -709281.437500 Penalty: 4475.011719
	Iteration 15Q: 3 clusters Score -709281.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -709484.750000 Penalty: 4475.011719
	Iteration 16Q: 3 clusters Score -709484.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -709698.312500 Penalty: 4475.011719
	Iteration 17Q: 3 clusters Score -709698.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -709900.187500 Penalty: 4475.011719
	Iteration 18Q: 3 clusters Score -709900.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -710056.687500 Penalty: 4475.011719
	Iteration 19Q: 3 clusters Score -710056.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -710158.937500 Penalty: 4475.011719
	Iteration 20F: 3 clusters Score -710158.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -710244.000000 Penalty: 4475.011719
	Iteration 21Q: 3 clusters Score -710244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -710314.000000 Penalty: 4475.011719
	Iteration 22Q: 3 clusters Score -710314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -710373.812500 Penalty: 4475.011719
	Iteration 23Q: 3 clusters Score -710373.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -710421.312500 Penalty: 4475.011719
	Iteration 24Q: 3 clusters Score -710421.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -710447.187500 Penalty: 4475.011719
	Iteration 25Q: 3 clusters Score -710447.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -710465.125000 Penalty: 4475.011719
	Iteration 26Q: 3 clusters Score -710465.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -710475.937500 Penalty: 4475.011719
	Iteration 27Q: 3 clusters Score -710475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -710489.875000 Penalty: 4475.011719
	Iteration 28Q: 3 clusters Score -710489.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -710497.125000 Penalty: 4475.011719
	Iteration 29Q: 3 clusters Score -710497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -710509.500000 Penalty: 4475.011719
	Iteration 30Q: 3 clusters Score -710509.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -710521.500000 Penalty: 4475.011719
	Iteration 31Q: 3 clusters Score -710521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -710530.625000 Penalty: 4475.011719
	Iteration 32Q: 3 clusters Score -710530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -710536.375000 Penalty: 4475.011719
	Iteration 33Q: 3 clusters Score -710536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -710543.000000 Penalty: 4475.011719
	Iteration 34Q: 3 clusters Score -710543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -710548.812500 Penalty: 4475.011719
	Iteration 35Q: 3 clusters Score -710548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -710551.687500 Penalty: 4475.011719
	Iteration 36Q: 3 clusters Score -710551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -710551.625000 Penalty: 4475.011719
	Iteration 37Q: 3 clusters Score -710551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -710551.875000 Penalty: 4475.011719
	Iteration 38Q: 3 clusters Score -710551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -710552.562500 Penalty: 4475.011719
	Iteration 39Q: 3 clusters Score -710552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -710554.437500 Penalty: 4475.011719
	Iteration 40F: 3 clusters Score -710554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -710557.875000 Penalty: 4475.011719
	Iteration 41Q: 3 clusters Score -710557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -710557.562500 Penalty: 4475.011719
	Iteration 42Q: 3 clusters Score -710557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -710557.562500 Penalty: 4475.011719
	Iteration 43F: 3 clusters Score -710557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39308 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22216 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 19334 members 
Mstep: Class 28 contains 38398 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12535 members 
Mstep: Class 36 contains 21661 members 
Mstep: Class 37 contains 12649 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23877 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9593 members 
Mstep: Class 48 contains 21235 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174524.000000 Penalty: 179406.406250
Iteration 199Q: 55 clusters Score -5.117452e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13431 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39304 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21524 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8749 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22218 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 19335 members 
Mstep: Class 28 contains 38396 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12533 members 
Mstep: Class 36 contains 21660 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12754 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23881 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6649 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1608 members 
Mstep: Class 47 contains 9585 members 
Mstep: Class 48 contains 21236 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5040 members 
Mstep: Class 54 contains 8293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174552.000000 Penalty: 179406.406250
Iteration 200F: 55 clusters Score -5.117455e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13403 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39298 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15354 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8737 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22220 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60901 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 19340 members 
Mstep: Class 28 contains 38395 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21662 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12749 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23885 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1607 members 
Mstep: Class 47 contains 9577 members 
Mstep: Class 48 contains 21237 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5040 members 
Mstep: Class 54 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174612.000000 Penalty: 179406.406250
Iteration 201Q: 55 clusters Score -5.117461e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39295 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8734 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2275 members 
Mstep: Class 16 contains 22223 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60900 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 19344 members 
Mstep: Class 28 contains 38393 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21662 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12740 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23892 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1606 members 
Mstep: Class 47 contains 9560 members 
Mstep: Class 48 contains 21238 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5041 members 
Mstep: Class 54 contains 8322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174556.000000 Penalty: 179406.406250
Iteration 202Q: 55 clusters Score -5.117456e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13354 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39288 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15347 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2143 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 22228 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60900 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 19349 members 
Mstep: Class 28 contains 38393 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21663 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12727 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23899 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6653 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1606 members 
Mstep: Class 47 contains 9539 members 
Mstep: Class 48 contains 21238 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5040 members 
Mstep: Class 54 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174572.000000 Penalty: 179406.406250
Iteration 203Q: 55 clusters Score -5.117457e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39287 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15341 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8731 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22234 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60899 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1118 members 
Mstep: Class 26 contains 1927 members 
Mstep: Class 27 contains 19353 members 
Mstep: Class 28 contains 38393 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57427 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21664 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12714 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23908 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6654 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1606 members 
Mstep: Class 47 contains 9524 members 
Mstep: Class 48 contains 21238 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5040 members 
Mstep: Class 54 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174568.000000 Penalty: 179406.406250
Iteration 204Q: 55 clusters Score -5.117457e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13310 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39287 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15334 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 8862 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 22233 members 
Mstep: Class 17 contains 5709 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60902 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 19357 members 
Mstep: Class 28 contains 38392 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57429 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21665 members 
Mstep: Class 37 contains 12652 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12705 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23917 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6654 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1606 members 
Mstep: Class 47 contains 9507 members 
Mstep: Class 48 contains 21238 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6205 members 
Mstep: Class 53 contains 5037 members 
Mstep: Class 54 contains 8367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174560.000000 Penalty: 179406.406250
Iteration 205Q: 55 clusters Score -5.117456e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13291 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39284 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15330 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8725 members 
Mstep: Class 14 contains 8861 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22234 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1928 members 
Mstep: Class 27 contains 19361 members 
Mstep: Class 28 contains 38390 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 57429 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21668 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12696 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23922 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6659 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9492 members 
Mstep: Class 48 contains 21239 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5037 members 
Mstep: Class 54 contains 8388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174532.000000 Penalty: 179406.406250
Iteration 206Q: 55 clusters Score -5.117453e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13268 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39279 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15326 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 8860 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22237 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60905 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19364 members 
Mstep: Class 28 contains 38386 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57426 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21670 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12691 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23920 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6664 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9482 members 
Mstep: Class 48 contains 21242 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5037 members 
Mstep: Class 54 contains 8402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 207Q: 55 clusters Score -5.117452e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13235 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 39269 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22237 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60905 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19369 members 
Mstep: Class 28 contains 38384 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57425 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12655 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12687 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23914 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6666 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9468 members 
Mstep: Class 48 contains 21244 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6203 members 
Mstep: Class 53 contains 5038 members 
Mstep: Class 54 contains 8415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174552.000000 Penalty: 179406.406250
Iteration 208Q: 55 clusters Score -5.117455e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13219 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 39260 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15325 members 
Mstep: Class 9 contains 8516 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 8859 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22238 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60905 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19372 members 
Mstep: Class 28 contains 38383 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 57425 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12657 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12683 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23913 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6666 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9454 members 
Mstep: Class 48 contains 21245 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6204 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174512.000000 Penalty: 179406.406250
Iteration 209Q: 55 clusters Score -5.117451e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13200 members 
Mstep: Class 4 contains 3250 members 
Mstep: Class 5 contains 39254 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15326 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19372 members 
Mstep: Class 28 contains 38383 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57425 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21677 members 
Mstep: Class 37 contains 12662 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12683 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23913 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9448 members 
Mstep: Class 48 contains 21246 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6205 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174500.000000 Penalty: 179406.406250
Iteration 210Q: 55 clusters Score -5.11745e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13181 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39249 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15327 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8715 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19375 members 
Mstep: Class 28 contains 38382 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57425 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21677 members 
Mstep: Class 37 contains 12662 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12680 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23912 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9446 members 
Mstep: Class 48 contains 21247 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6205 members 
Mstep: Class 53 contains 5038 members 
Mstep: Class 54 contains 8437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174584.000000 Penalty: 179406.406250
Iteration 211Q: 55 clusters Score -5.117458e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39243 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15326 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8718 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19377 members 
Mstep: Class 28 contains 38381 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57424 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12663 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12675 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23911 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9439 members 
Mstep: Class 48 contains 21247 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174572.000000 Penalty: 179406.406250
Iteration 212Q: 55 clusters Score -5.117457e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13139 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39240 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15323 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 18 contains 11119 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19377 members 
Mstep: Class 28 contains 38379 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57423 members 
Mstep: Class 32 contains 1869 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12662 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12673 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23912 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9436 members 
Mstep: Class 48 contains 21249 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174580.000000 Penalty: 179406.406250
Iteration 213Q: 55 clusters Score -5.117458e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13115 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39234 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5715 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19379 members 
Mstep: Class 28 contains 38376 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57421 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12660 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12668 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23913 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6664 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9432 members 
Mstep: Class 48 contains 21252 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174596.000000 Penalty: 179406.406250
Iteration 214Q: 55 clusters Score -5.11746e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39231 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19382 members 
Mstep: Class 28 contains 38374 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12656 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12660 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23915 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6664 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9438 members 
Mstep: Class 48 contains 21253 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5037 members 
Mstep: Class 54 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174548.000000 Penalty: 179406.406250
Iteration 215Q: 55 clusters Score -5.117455e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39226 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19385 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12654 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12651 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23918 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6665 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9441 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2181 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6206 members 
Mstep: Class 53 contains 5038 members 
Mstep: Class 54 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174492.000000 Penalty: 179406.406250
Iteration 216Q: 55 clusters Score -5.117449e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13050 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39215 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19388 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12642 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23920 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6665 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9449 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6203 members 
Mstep: Class 53 contains 5038 members 
Mstep: Class 54 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 217Q: 55 clusters Score -5.117452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 13019 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39208 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60907 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19389 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1867 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21680 members 
Mstep: Class 37 contains 12653 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12632 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23922 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9452 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5037 members 
Mstep: Class 54 contains 8463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174468.000000 Penalty: 179406.406250
Iteration 218Q: 55 clusters Score -5.117447e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12998 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39204 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60907 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19392 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1865 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21681 members 
Mstep: Class 37 contains 12651 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12623 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23926 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9452 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6203 members 
Mstep: Class 53 contains 5038 members 
Mstep: Class 54 contains 8466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174448.000000 Penalty: 179406.406250
Iteration 219Q: 55 clusters Score -5.117445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12986 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39201 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8721 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60907 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19393 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1864 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21680 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12617 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23928 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6670 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9453 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6203 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174468.000000 Penalty: 179406.406250
Iteration 220F: 55 clusters Score -5.117447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12978 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39198 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60907 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19393 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1863 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12648 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12614 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23930 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6670 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9452 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2180 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174496.000000 Penalty: 179406.406250
Iteration 221Q: 55 clusters Score -5.11745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12971 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39193 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15323 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22239 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60907 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19395 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1862 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12648 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12611 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23932 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9448 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174460.000000 Penalty: 179406.406250
Iteration 222Q: 55 clusters Score -5.117446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12960 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39192 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15323 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8722 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60906 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19396 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 57421 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12647 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12610 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23932 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9448 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2178 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174516.000000 Penalty: 179406.406250
Iteration 223Q: 55 clusters Score -5.117452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12945 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39189 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15323 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22241 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19398 members 
Mstep: Class 28 contains 38373 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57421 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12647 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12609 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23931 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6672 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9445 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174524.000000 Penalty: 179406.406250
Iteration 224Q: 55 clusters Score -5.117452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39188 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19400 members 
Mstep: Class 28 contains 38372 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12609 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23932 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174536.000000 Penalty: 179406.406250
Iteration 225Q: 55 clusters Score -5.117454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39189 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174560.000000 Penalty: 179406.406250
Iteration 226Q: 55 clusters Score -5.117456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39186 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174556.000000 Penalty: 179406.406250
Iteration 227Q: 55 clusters Score -5.117456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39181 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15322 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174560.000000 Penalty: 179406.406250
Iteration 228Q: 55 clusters Score -5.117456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39178 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21679 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174512.000000 Penalty: 179406.406250
Iteration 229Q: 55 clusters Score -5.117451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39177 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 230Q: 55 clusters Score -5.117452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39174 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 231Q: 55 clusters Score -5.117452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12877 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21677 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174488.000000 Penalty: 179406.406250
Iteration 232Q: 55 clusters Score -5.117449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12867 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174504.000000 Penalty: 179406.406250
Iteration 233Q: 55 clusters Score -5.11745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 234Q: 55 clusters Score -5.117452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12854 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39170 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174516.000000 Penalty: 179406.406250
Iteration 235Q: 55 clusters Score -5.117452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12849 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174504.000000 Penalty: 179406.406250
Iteration 236Q: 55 clusters Score -5.11745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12841 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 237Q: 55 clusters Score -5.117452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39168 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 238Q: 55 clusters Score -5.117452e+07 nChanged 5
Entering ConstructFrom: 
Score: -51174520.000000 Penalty: 179406.406250
Entering ConstructFrom: 
Trying to split cluster 1 (59286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Entering Unmasked Estep 
Score: -4753238.500000 Penalty: 2725.551758
	Iteration 0F: 2 clusters Score -4753238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4713549.500000 Penalty: 5451.103516
	Iteration 0F: 3 clusters Score -4713550 nChanged 27585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4729350.000000 Penalty: 5451.103516
	Iteration 1F: 3 clusters Score -4729350 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4730361.000000 Penalty: 5451.103516
	Iteration 2Q: 3 clusters Score -4730361 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4731381.000000 Penalty: 5451.103516
	Iteration 3Q: 3 clusters Score -4731381 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4732667.000000 Penalty: 5451.103516
	Iteration 4Q: 3 clusters Score -4732667 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4734083.000000 Penalty: 5451.103516
	Iteration 5F: 3 clusters Score -4734083 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4735728.000000 Penalty: 5451.103516
	Iteration 6F: 3 clusters Score -4735728 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4737531.000000 Penalty: 5451.103516
	Iteration 7F: 3 clusters Score -4737531 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4739299.000000 Penalty: 5451.103516
	Iteration 8F: 3 clusters Score -4739299 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -4740674.500000 Penalty: 5451.103516
	Iteration 9Q: 3 clusters Score -4740674 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -4741548.500000 Penalty: 5451.103516
	Iteration 10Q: 3 clusters Score -4741548 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4741998.500000 Penalty: 5451.103516
	Iteration 11Q: 3 clusters Score -4741998 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4742249.500000 Penalty: 5451.103516
	Iteration 12Q: 3 clusters Score -4742250 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4742422.500000 Penalty: 5451.103516
	Iteration 13Q: 3 clusters Score -4742422 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4742549.000000 Penalty: 5451.103516
	Iteration 14Q: 3 clusters Score -4742549 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4742700.000000 Penalty: 5451.103516
	Iteration 15Q: 3 clusters Score -4742700 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4742834.500000 Penalty: 5451.103516
	Iteration 16Q: 3 clusters Score -4742834 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4742960.500000 Penalty: 5451.103516
	Iteration 17Q: 3 clusters Score -4742960 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4743131.000000 Penalty: 5451.103516
	Iteration 18Q: 3 clusters Score -4743131 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4743254.000000 Penalty: 5451.103516
	Iteration 19Q: 3 clusters Score -4743254 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4743393.500000 Penalty: 5451.103516
	Iteration 20F: 3 clusters Score -4743394 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4743582.000000 Penalty: 5451.103516
	Iteration 21Q: 3 clusters Score -4743582 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4743783.500000 Penalty: 5451.103516
	Iteration 22Q: 3 clusters Score -4743784 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4744042.000000 Penalty: 5451.103516
	Iteration 23Q: 3 clusters Score -4744042 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -4744326.000000 Penalty: 5451.103516
	Iteration 24Q: 3 clusters Score -4744326 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -4744677.500000 Penalty: 5451.103516
	Iteration 25Q: 3 clusters Score -4744678 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4745108.500000 Penalty: 5451.103516
	Iteration 26Q: 3 clusters Score -4745108 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -4745550.500000 Penalty: 5451.103516
	Iteration 27Q: 3 clusters Score -4745550 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -4745977.000000 Penalty: 5451.103516
	Iteration 28Q: 3 clusters Score -4745977 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -4746361.500000 Penalty: 5451.103516
	Iteration 29Q: 3 clusters Score -4746362 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -4746721.500000 Penalty: 5451.103516
	Iteration 30Q: 3 clusters Score -4746722 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -4747100.500000 Penalty: 5451.103516
	Iteration 31Q: 3 clusters Score -4747100 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -4747420.500000 Penalty: 5451.103516
	Iteration 32Q: 3 clusters Score -4747420 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -4747687.500000 Penalty: 5451.103516
	Iteration 33Q: 3 clusters Score -4747688 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -4747969.500000 Penalty: 5451.103516
	Iteration 34Q: 3 clusters Score -4747970 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -4748187.500000 Penalty: 5451.103516
	Iteration 35Q: 3 clusters Score -4748188 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -4748346.500000 Penalty: 5451.103516
	Iteration 36Q: 3 clusters Score -4748346 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -4748501.000000 Penalty: 5451.103516
	Iteration 37Q: 3 clusters Score -4748501 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -4748626.000000 Penalty: 5451.103516
	Iteration 38Q: 3 clusters Score -4748626 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -4748749.000000 Penalty: 5451.103516
	Iteration 39Q: 3 clusters Score -4748749 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -4748867.000000 Penalty: 5451.103516
	Iteration 40F: 3 clusters Score -4748867 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -4749032.500000 Penalty: 5451.103516
	Iteration 41Q: 3 clusters Score -4749032 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -4749174.000000 Penalty: 5451.103516
	Iteration 42Q: 3 clusters Score -4749174 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -4749353.500000 Penalty: 5451.103516
	Iteration 43Q: 3 clusters Score -4749354 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -4749505.000000 Penalty: 5451.103516
	Iteration 44Q: 3 clusters Score -4749505 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -4749682.000000 Penalty: 5451.103516
	Iteration 45Q: 3 clusters Score -4749682 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -4749803.000000 Penalty: 5451.103516
	Iteration 46Q: 3 clusters Score -4749803 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -4749941.500000 Penalty: 5451.103516
	Iteration 47Q: 3 clusters Score -4749942 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -4750076.000000 Penalty: 5451.103516
	Iteration 48Q: 3 clusters Score -4750076 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -4750209.000000 Penalty: 5451.103516
	Iteration 49Q: 3 clusters Score -4750209 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -4750308.000000 Penalty: 5451.103516
	Iteration 50Q: 3 clusters Score -4750308 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -4750398.500000 Penalty: 5451.103516
	Iteration 51Q: 3 clusters Score -4750398 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -4750499.500000 Penalty: 5451.103516
	Iteration 52Q: 3 clusters Score -4750500 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -4750593.500000 Penalty: 5451.103516
	Iteration 53Q: 3 clusters Score -4750594 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -4750705.000000 Penalty: 5451.103516
	Iteration 54Q: 3 clusters Score -4750705 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -4750776.000000 Penalty: 5451.103516
	Iteration 55Q: 3 clusters Score -4750776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 55917 members 
Entering Unmasked Estep 
Score: -4750843.500000 Penalty: 5451.103516
	Iteration 56Q: 3 clusters Score -4750844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -4750895.000000 Penalty: 5451.103516
	Iteration 57Q: 3 clusters Score -4750895 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -4750965.000000 Penalty: 5451.103516
	Iteration 58Q: 3 clusters Score -4750965 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -4751017.000000 Penalty: 5451.103516
	Iteration 59Q: 3 clusters Score -4751017 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -4751055.500000 Penalty: 5451.103516
	Iteration 60F: 3 clusters Score -4751056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -4751072.500000 Penalty: 5451.103516
	Iteration 61Q: 3 clusters Score -4751072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -4751089.500000 Penalty: 5451.103516
	Iteration 62Q: 3 clusters Score -4751090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -4751117.500000 Penalty: 5451.103516
	Iteration 63Q: 3 clusters Score -4751118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -4751135.000000 Penalty: 5451.103516
	Iteration 64Q: 3 clusters Score -4751135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -4751154.500000 Penalty: 5451.103516
	Iteration 65Q: 3 clusters Score -4751154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -4751157.500000 Penalty: 5451.103516
	Iteration 66Q: 3 clusters Score -4751158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -4751164.500000 Penalty: 5451.103516
	Iteration 67Q: 3 clusters Score -4751164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -4751181.500000 Penalty: 5451.103516
	Iteration 68Q: 3 clusters Score -4751182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -4751192.500000 Penalty: 5451.103516
	Iteration 69Q: 3 clusters Score -4751192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -4751200.500000 Penalty: 5451.103516
	Iteration 70Q: 3 clusters Score -4751200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -4751216.500000 Penalty: 5451.103516
	Iteration 71Q: 3 clusters Score -4751216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -4751211.000000 Penalty: 5451.103516
	Iteration 72Q: 3 clusters Score -4751211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -4751225.500000 Penalty: 5451.103516
	Iteration 73Q: 3 clusters Score -4751226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -4751225.500000 Penalty: 5451.103516
	Iteration 74Q: 3 clusters Score -4751226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -4751236.000000 Penalty: 5451.103516
	Iteration 75Q: 3 clusters Score -4751236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -4751245.500000 Penalty: 5451.103516
	Iteration 76Q: 3 clusters Score -4751246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -4751250.000000 Penalty: 5451.103516
	Iteration 77Q: 3 clusters Score -4751250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -4751260.500000 Penalty: 5451.103516
	Iteration 78Q: 3 clusters Score -4751260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -4751262.500000 Penalty: 5451.103516
	Iteration 79Q: 3 clusters Score -4751262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -4751266.500000 Penalty: 5451.103516
	Iteration 80F: 3 clusters Score -4751266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -4751276.500000 Penalty: 5451.103516
	Iteration 81Q: 3 clusters Score -4751276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -4751287.000000 Penalty: 5451.103516
	Iteration 82Q: 3 clusters Score -4751287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -4751283.000000 Penalty: 5451.103516
	Iteration 83Q: 3 clusters Score -4751283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -4751289.500000 Penalty: 5451.103516
	Iteration 84Q: 3 clusters Score -4751290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -4751286.000000 Penalty: 5451.103516
	Iteration 85Q: 3 clusters Score -4751286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -4751292.000000 Penalty: 5451.103516
	Iteration 86Q: 3 clusters Score -4751292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -4751296.500000 Penalty: 5451.103516
	Iteration 87Q: 3 clusters Score -4751296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -4751306.000000 Penalty: 5451.103516
	Iteration 88Q: 3 clusters Score -4751306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -4751338.000000 Penalty: 5451.103516
	Iteration 89Q: 3 clusters Score -4751338 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -4751366.000000 Penalty: 5451.103516
	Iteration 90Q: 3 clusters Score -4751366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -4751383.000000 Penalty: 5451.103516
	Iteration 91Q: 3 clusters Score -4751383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -4751427.000000 Penalty: 5451.103516
	Iteration 92Q: 3 clusters Score -4751427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -4751479.500000 Penalty: 5451.103516
	Iteration 93Q: 3 clusters Score -4751480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -4751508.500000 Penalty: 5451.103516
	Iteration 94Q: 3 clusters Score -4751508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -4751541.000000 Penalty: 5451.103516
	Iteration 95Q: 3 clusters Score -4751541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -4751563.500000 Penalty: 5451.103516
	Iteration 96Q: 3 clusters Score -4751564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -4751601.500000 Penalty: 5451.103516
	Iteration 97Q: 3 clusters Score -4751602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -4751612.500000 Penalty: 5451.103516
	Iteration 98Q: 3 clusters Score -4751612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -4751634.500000 Penalty: 5451.103516
	Iteration 99Q: 3 clusters Score -4751634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -4751635.500000 Penalty: 5451.103516
	Iteration 100F: 3 clusters Score -4751636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -4751637.000000 Penalty: 5451.103516
	Iteration 101Q: 3 clusters Score -4751637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -4751638.500000 Penalty: 5451.103516
	Iteration 102Q: 3 clusters Score -4751638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -4751646.500000 Penalty: 5451.103516
	Iteration 103Q: 3 clusters Score -4751646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -4751642.000000 Penalty: 5451.103516
	Iteration 104Q: 3 clusters Score -4751642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -4751652.000000 Penalty: 5451.103516
	Iteration 105Q: 3 clusters Score -4751652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -4751650.000000 Penalty: 5451.103516
	Iteration 106Q: 3 clusters Score -4751650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -4751647.000000 Penalty: 5451.103516
	Iteration 107Q: 3 clusters Score -4751647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -4751648.000000 Penalty: 5451.103516
	Iteration 108Q: 3 clusters Score -4751648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -4751648.000000 Penalty: 5451.103516
	Iteration 109F: 3 clusters Score -4751648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -602209.687500 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -602209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -596260.562500 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -596260.6 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -597968.062500 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -597968.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -598336.687500 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -598336.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -598663.062500 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -598663.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -599071.187500 Penalty: 4411.824707
	Iteration 4F: 3 clusters Score -599071.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -599540.812500 Penalty: 4411.824707
	Iteration 5F: 3 clusters Score -599540.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -599950.562500 Penalty: 4411.824707
	Iteration 6F: 3 clusters Score -599950.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -600249.000000 Penalty: 4411.824707
	Iteration 7F: 3 clusters Score -600249 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -600413.500000 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -600413.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -600532.375000 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -600532.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -600629.437500 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -600629.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -600687.062500 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -600687.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -600722.937500 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -600722.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -600757.312500 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -600757.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -600785.937500 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -600785.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -600808.625000 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -600808.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -600829.500000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -600829.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -600844.937500 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -600844.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -600859.875000 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -600859.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -600873.062500 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -600873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -600882.875000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -600882.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -600886.687500 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -600886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -600890.937500 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -600890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -600895.625000 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -600895.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -600900.250000 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -600900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -600905.625000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -600905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -600909.000000 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -600909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -600911.375000 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -600911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -600912.812500 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -600912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -600914.687500 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -600914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -600914.312500 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -600914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -600915.875000 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -600915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -600918.062500 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -600918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -600919.750000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -600919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -600922.312500 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -600922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -600922.437500 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -600922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -600923.750000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -600923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -600923.500000 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -600923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -600925.750000 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -600925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -600926.875000 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -600926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -600926.812500 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -600926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -600927.625000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -600927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -600928.562500 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -600928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -600927.375000 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -600927.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -600927.375000 Penalty: 4411.824707
	Iteration 44F: 3 clusters Score -600927.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Entering Unmasked Estep 
Score: -1044540.000000 Penalty: 2345.985596
	Iteration 0F: 2 clusters Score -1044540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1035147.062500 Penalty: 4691.971191
	Iteration 0F: 3 clusters Score -1035147 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1037875.125000 Penalty: 4691.971191
	Iteration 1F: 3 clusters Score -1037875 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1038141.562500 Penalty: 4691.971191
	Iteration 2F: 3 clusters Score -1038142 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1038343.375000 Penalty: 4691.971191
	Iteration 3Q: 3 clusters Score -1038343 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1038500.687500 Penalty: 4691.971191
	Iteration 4Q: 3 clusters Score -1038501 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1038676.875000 Penalty: 4691.971191
	Iteration 5Q: 3 clusters Score -1038677 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1038841.812500 Penalty: 4691.971191
	Iteration 6Q: 3 clusters Score -1038842 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1039019.750000 Penalty: 4691.971191
	Iteration 7Q: 3 clusters Score -1039020 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1039212.437500 Penalty: 4691.971191
	Iteration 8Q: 3 clusters Score -1039212 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1039423.062500 Penalty: 4691.971191
	Iteration 9Q: 3 clusters Score -1039423 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1039681.937500 Penalty: 4691.971191
	Iteration 10Q: 3 clusters Score -1039682 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1040017.562500 Penalty: 4691.971191
	Iteration 11Q: 3 clusters Score -1040018 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1040384.187500 Penalty: 4691.971191
	Iteration 12Q: 3 clusters Score -1040384 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1040840.500000 Penalty: 4691.971191
	Iteration 13Q: 3 clusters Score -1040840 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1041276.750000 Penalty: 4691.971191
	Iteration 14Q: 3 clusters Score -1041277 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1041678.687500 Penalty: 4691.971191
	Iteration 15Q: 3 clusters Score -1041679 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1041940.312500 Penalty: 4691.971191
	Iteration 16Q: 3 clusters Score -1041940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1042109.625000 Penalty: 4691.971191
	Iteration 17Q: 3 clusters Score -1042110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1042205.937500 Penalty: 4691.971191
	Iteration 18Q: 3 clusters Score -1042206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1042282.812500 Penalty: 4691.971191
	Iteration 19Q: 3 clusters Score -1042283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1042347.875000 Penalty: 4691.971191
	Iteration 20F: 3 clusters Score -1042348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1042395.562500 Penalty: 4691.971191
	Iteration 21Q: 3 clusters Score -1042396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1042437.812500 Penalty: 4691.971191
	Iteration 22Q: 3 clusters Score -1042438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1042469.250000 Penalty: 4691.971191
	Iteration 23Q: 3 clusters Score -1042469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1042494.312500 Penalty: 4691.971191
	Iteration 24Q: 3 clusters Score -1042494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1042509.500000 Penalty: 4691.971191
	Iteration 25Q: 3 clusters Score -1042510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1042524.000000 Penalty: 4691.971191
	Iteration 26Q: 3 clusters Score -1042524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1042528.250000 Penalty: 4691.971191
	Iteration 27Q: 3 clusters Score -1042528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1042532.125000 Penalty: 4691.971191
	Iteration 28Q: 3 clusters Score -1042532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1042536.312500 Penalty: 4691.971191
	Iteration 29Q: 3 clusters Score -1042536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1042539.812500 Penalty: 4691.971191
	Iteration 30Q: 3 clusters Score -1042540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1042541.312500 Penalty: 4691.971191
	Iteration 31Q: 3 clusters Score -1042541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1042541.312500 Penalty: 4691.971191
	Iteration 32F: 3 clusters Score -1042541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -254336.375000 Penalty: 2005.353394
	Iteration 0F: 2 clusters Score -254336.4 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 1610 members 
Entering Unmasked Estep 
Score: -250933.156250 Penalty: 4010.706787
	Iteration 0F: 3 clusters Score -250933.2 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -251656.515625 Penalty: 4010.706787
	Iteration 1F: 3 clusters Score -251656.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -251835.468750 Penalty: 4010.706787
	Iteration 2F: 3 clusters Score -251835.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -251930.125000 Penalty: 4010.706787
	Iteration 3Q: 3 clusters Score -251930.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -251996.421875 Penalty: 4010.706787
	Iteration 4Q: 3 clusters Score -251996.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -252032.859375 Penalty: 4010.706787
	Iteration 5Q: 3 clusters Score -252032.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -252055.781250 Penalty: 4010.706787
	Iteration 6Q: 3 clusters Score -252055.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -252074.984375 Penalty: 4010.706787
	Iteration 7Q: 3 clusters Score -252075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -252095.421875 Penalty: 4010.706787
	Iteration 8Q: 3 clusters Score -252095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -252115.843750 Penalty: 4010.706787
	Iteration 9Q: 3 clusters Score -252115.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -252126.093750 Penalty: 4010.706787
	Iteration 10Q: 3 clusters Score -252126.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -252137.921875 Penalty: 4010.706787
	Iteration 11Q: 3 clusters Score -252137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -252149.500000 Penalty: 4010.706787
	Iteration 12Q: 3 clusters Score -252149.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -252158.828125 Penalty: 4010.706787
	Iteration 13Q: 3 clusters Score -252158.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -252164.781250 Penalty: 4010.706787
	Iteration 14Q: 3 clusters Score -252164.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -252170.859375 Penalty: 4010.706787
	Iteration 15Q: 3 clusters Score -252170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -252173.109375 Penalty: 4010.706787
	Iteration 16Q: 3 clusters Score -252173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -252177.921875 Penalty: 4010.706787
	Iteration 17Q: 3 clusters Score -252177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -252181.984375 Penalty: 4010.706787
	Iteration 18Q: 3 clusters Score -252182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -252185.000000 Penalty: 4010.706787
	Iteration 19Q: 3 clusters Score -252185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -252187.375000 Penalty: 4010.706787
	Iteration 20F: 3 clusters Score -252187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -252191.000000 Penalty: 4010.706787
	Iteration 21Q: 3 clusters Score -252191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -252193.078125 Penalty: 4010.706787
	Iteration 22Q: 3 clusters Score -252193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -252193.359375 Penalty: 4010.706787
	Iteration 23Q: 3 clusters Score -252193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -252195.484375 Penalty: 4010.706787
	Iteration 24Q: 3 clusters Score -252195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -252195.437500 Penalty: 4010.706787
	Iteration 25Q: 3 clusters Score -252195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -252196.437500 Penalty: 4010.706787
	Iteration 26Q: 3 clusters Score -252196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -252196.281250 Penalty: 4010.706787
	Iteration 27Q: 3 clusters Score -252196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -252196.281250 Penalty: 4010.706787
	Iteration 28F: 3 clusters Score -252196.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Entering Unmasked Estep 
Score: -3175744.500000 Penalty: 2622.746338
	Iteration 0F: 2 clusters Score -3175744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3149292.500000 Penalty: 5245.492676
	Iteration 0F: 3 clusters Score -3149292 nChanged 17874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3159196.250000 Penalty: 5245.492676
	Iteration 1F: 3 clusters Score -3159196 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3159784.750000 Penalty: 5245.492676
	Iteration 2Q: 3 clusters Score -3159785 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3160371.250000 Penalty: 5245.492676
	Iteration 3Q: 3 clusters Score -3160371 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3160906.000000 Penalty: 5245.492676
	Iteration 4Q: 3 clusters Score -3160906 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3161473.500000 Penalty: 5245.492676
	Iteration 5Q: 3 clusters Score -3161474 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3162087.000000 Penalty: 5245.492676
	Iteration 6Q: 3 clusters Score -3162087 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3162792.000000 Penalty: 5245.492676
	Iteration 7Q: 3 clusters Score -3162792 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3163641.000000 Penalty: 5245.492676
	Iteration 8Q: 3 clusters Score -3163641 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3164605.500000 Penalty: 5245.492676
	Iteration 9Q: 3 clusters Score -3164606 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3165750.750000 Penalty: 5245.492676
	Iteration 10Q: 3 clusters Score -3165751 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3167014.750000 Penalty: 5245.492676
	Iteration 11Q: 3 clusters Score -3167015 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3168085.750000 Penalty: 5245.492676
	Iteration 12Q: 3 clusters Score -3168086 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3168833.500000 Penalty: 5245.492676
	Iteration 13Q: 3 clusters Score -3168834 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3169327.000000 Penalty: 5245.492676
	Iteration 14Q: 3 clusters Score -3169327 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3169738.000000 Penalty: 5245.492676
	Iteration 15Q: 3 clusters Score -3169738 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3170107.500000 Penalty: 5245.492676
	Iteration 16Q: 3 clusters Score -3170108 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3170465.250000 Penalty: 5245.492676
	Iteration 17Q: 3 clusters Score -3170465 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3170843.500000 Penalty: 5245.492676
	Iteration 18Q: 3 clusters Score -3170844 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3171199.500000 Penalty: 5245.492676
	Iteration 19Q: 3 clusters Score -3171200 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3171544.250000 Penalty: 5245.492676
	Iteration 20F: 3 clusters Score -3171544 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3171897.250000 Penalty: 5245.492676
	Iteration 21Q: 3 clusters Score -3171897 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3172209.750000 Penalty: 5245.492676
	Iteration 22Q: 3 clusters Score -3172210 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3172495.500000 Penalty: 5245.492676
	Iteration 23Q: 3 clusters Score -3172496 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3172746.000000 Penalty: 5245.492676
	Iteration 24Q: 3 clusters Score -3172746 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3172955.500000 Penalty: 5245.492676
	Iteration 25Q: 3 clusters Score -3172956 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3173147.000000 Penalty: 5245.492676
	Iteration 26Q: 3 clusters Score -3173147 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3173300.250000 Penalty: 5245.492676
	Iteration 27Q: 3 clusters Score -3173300 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3173406.750000 Penalty: 5245.492676
	Iteration 28Q: 3 clusters Score -3173407 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3173506.500000 Penalty: 5245.492676
	Iteration 29Q: 3 clusters Score -3173506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3173583.750000 Penalty: 5245.492676
	Iteration 30Q: 3 clusters Score -3173584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3173624.250000 Penalty: 5245.492676
	Iteration 31Q: 3 clusters Score -3173624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3173677.250000 Penalty: 5245.492676
	Iteration 32Q: 3 clusters Score -3173677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3173702.250000 Penalty: 5245.492676
	Iteration 33Q: 3 clusters Score -3173702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3173732.250000 Penalty: 5245.492676
	Iteration 34Q: 3 clusters Score -3173732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3173752.750000 Penalty: 5245.492676
	Iteration 35Q: 3 clusters Score -3173753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3173778.250000 Penalty: 5245.492676
	Iteration 36Q: 3 clusters Score -3173778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3173785.250000 Penalty: 5245.492676
	Iteration 37Q: 3 clusters Score -3173785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3173798.000000 Penalty: 5245.492676
	Iteration 38Q: 3 clusters Score -3173798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3173808.750000 Penalty: 5245.492676
	Iteration 39Q: 3 clusters Score -3173809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3173811.000000 Penalty: 5245.492676
	Iteration 40F: 3 clusters Score -3173811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3173807.750000 Penalty: 5245.492676
	Iteration 41Q: 3 clusters Score -3173808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3173815.250000 Penalty: 5245.492676
	Iteration 42Q: 3 clusters Score -3173815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3173817.750000 Penalty: 5245.492676
	Iteration 43Q: 3 clusters Score -3173818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3173820.500000 Penalty: 5245.492676
	Iteration 44Q: 3 clusters Score -3173820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3173818.750000 Penalty: 5245.492676
	Iteration 45Q: 3 clusters Score -3173819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3173820.500000 Penalty: 5245.492676
	Iteration 46Q: 3 clusters Score -3173820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3173831.250000 Penalty: 5245.492676
	Iteration 47Q: 3 clusters Score -3173831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3173833.000000 Penalty: 5245.492676
	Iteration 48Q: 3 clusters Score -3173833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3173839.000000 Penalty: 5245.492676
	Iteration 49Q: 3 clusters Score -3173839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3173837.000000 Penalty: 5245.492676
	Iteration 50Q: 3 clusters Score -3173837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3173839.750000 Penalty: 5245.492676
	Iteration 51Q: 3 clusters Score -3173840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3173836.250000 Penalty: 5245.492676
	Iteration 52Q: 3 clusters Score -3173836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3173836.250000 Penalty: 5245.492676
	Iteration 53Q: 3 clusters Score -3173836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3173834.750000 Penalty: 5245.492676
	Iteration 54Q: 3 clusters Score -3173835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3173840.250000 Penalty: 5245.492676
	Iteration 55Q: 3 clusters Score -3173840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3173839.750000 Penalty: 5245.492676
	Iteration 56Q: 3 clusters Score -3173840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3173839.750000 Penalty: 5245.492676
	Iteration 57F: 3 clusters Score -3173840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -776692.750000 Penalty: 2276.993652
	Iteration 0F: 2 clusters Score -776692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -769150.562500 Penalty: 4553.987305
	Iteration 0F: 3 clusters Score -769150.6 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -771349.187500 Penalty: 4553.987305
	Iteration 1F: 3 clusters Score -771349.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -771748.187500 Penalty: 4553.987305
	Iteration 2F: 3 clusters Score -771748.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -772048.750000 Penalty: 4553.987305
	Iteration 3F: 3 clusters Score -772048.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -772312.562500 Penalty: 4553.987305
	Iteration 4F: 3 clusters Score -772312.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -772585.625000 Penalty: 4553.987305
	Iteration 5Q: 3 clusters Score -772585.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -772870.937500 Penalty: 4553.987305
	Iteration 6Q: 3 clusters Score -772870.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -773201.125000 Penalty: 4553.987305
	Iteration 7Q: 3 clusters Score -773201.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -773599.125000 Penalty: 4553.987305
	Iteration 8F: 3 clusters Score -773599.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -774042.687500 Penalty: 4553.987305
	Iteration 9F: 3 clusters Score -774042.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -774433.187500 Penalty: 4553.987305
	Iteration 10Q: 3 clusters Score -774433.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -774771.250000 Penalty: 4553.987305
	Iteration 11Q: 3 clusters Score -774771.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -774995.187500 Penalty: 4553.987305
	Iteration 12Q: 3 clusters Score -774995.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -775125.250000 Penalty: 4553.987305
	Iteration 13Q: 3 clusters Score -775125.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -775192.750000 Penalty: 4553.987305
	Iteration 14Q: 3 clusters Score -775192.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -775232.625000 Penalty: 4553.987305
	Iteration 15Q: 3 clusters Score -775232.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -775265.062500 Penalty: 4553.987305
	Iteration 16Q: 3 clusters Score -775265.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -775279.875000 Penalty: 4553.987305
	Iteration 17Q: 3 clusters Score -775279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -775287.312500 Penalty: 4553.987305
	Iteration 18Q: 3 clusters Score -775287.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -775295.625000 Penalty: 4553.987305
	Iteration 19Q: 3 clusters Score -775295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -775313.687500 Penalty: 4553.987305
	Iteration 20F: 3 clusters Score -775313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -775327.500000 Penalty: 4553.987305
	Iteration 21Q: 3 clusters Score -775327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -775341.875000 Penalty: 4553.987305
	Iteration 22Q: 3 clusters Score -775341.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -775362.750000 Penalty: 4553.987305
	Iteration 23Q: 3 clusters Score -775362.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -775388.625000 Penalty: 4553.987305
	Iteration 24Q: 3 clusters Score -775388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -775403.125000 Penalty: 4553.987305
	Iteration 25Q: 3 clusters Score -775403.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -775416.562500 Penalty: 4553.987305
	Iteration 26Q: 3 clusters Score -775416.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -775426.250000 Penalty: 4553.987305
	Iteration 27Q: 3 clusters Score -775426.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -775431.062500 Penalty: 4553.987305
	Iteration 28Q: 3 clusters Score -775431.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -775436.187500 Penalty: 4553.987305
	Iteration 29Q: 3 clusters Score -775436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -775443.000000 Penalty: 4553.987305
	Iteration 30Q: 3 clusters Score -775443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -775445.625000 Penalty: 4553.987305
	Iteration 31Q: 3 clusters Score -775445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -775448.000000 Penalty: 4553.987305
	Iteration 32Q: 3 clusters Score -775448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -775449.062500 Penalty: 4553.987305
	Iteration 33Q: 3 clusters Score -775449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -775452.000000 Penalty: 4553.987305
	Iteration 34Q: 3 clusters Score -775452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -775453.875000 Penalty: 4553.987305
	Iteration 35Q: 3 clusters Score -775453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -775454.062500 Penalty: 4553.987305
	Iteration 36Q: 3 clusters Score -775454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -775457.125000 Penalty: 4553.987305
	Iteration 37Q: 3 clusters Score -775457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -775459.187500 Penalty: 4553.987305
	Iteration 38Q: 3 clusters Score -775459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -775458.437500 Penalty: 4553.987305
	Iteration 39Q: 3 clusters Score -775458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -775458.437500 Penalty: 4553.987305
	Iteration 40F: 3 clusters Score -775458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Entering Unmasked Estep 
Score: -1785560.875000 Penalty: 2474.288818
	Iteration 0F: 2 clusters Score -1785561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1770556.250000 Penalty: 4948.577637
	Iteration 0F: 3 clusters Score -1770556 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1775720.000000 Penalty: 4948.577637
	Iteration 1F: 3 clusters Score -1775720 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1776357.000000 Penalty: 4948.577637
	Iteration 2F: 3 clusters Score -1776357 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1777200.250000 Penalty: 4948.577637
	Iteration 3F: 3 clusters Score -1777200 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1778225.250000 Penalty: 4948.577637
	Iteration 4F: 3 clusters Score -1778225 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1779420.250000 Penalty: 4948.577637
	Iteration 5F: 3 clusters Score -1779420 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1780620.375000 Penalty: 4948.577637
	Iteration 6F: 3 clusters Score -1780620 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1781585.000000 Penalty: 4948.577637
	Iteration 7F: 3 clusters Score -1781585 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1782372.250000 Penalty: 4948.577637
	Iteration 8Q: 3 clusters Score -1782372 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1783095.500000 Penalty: 4948.577637
	Iteration 9Q: 3 clusters Score -1783096 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1783747.750000 Penalty: 4948.577637
	Iteration 10Q: 3 clusters Score -1783748 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1784213.625000 Penalty: 4948.577637
	Iteration 11Q: 3 clusters Score -1784214 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1784459.125000 Penalty: 4948.577637
	Iteration 12Q: 3 clusters Score -1784459 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1784560.250000 Penalty: 4948.577637
	Iteration 13Q: 3 clusters Score -1784560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1784614.750000 Penalty: 4948.577637
	Iteration 14Q: 3 clusters Score -1784615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1784637.500000 Penalty: 4948.577637
	Iteration 15Q: 3 clusters Score -1784638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1784655.750000 Penalty: 4948.577637
	Iteration 16Q: 3 clusters Score -1784656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1784664.375000 Penalty: 4948.577637
	Iteration 17Q: 3 clusters Score -1784664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1784668.375000 Penalty: 4948.577637
	Iteration 18Q: 3 clusters Score -1784668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1784676.500000 Penalty: 4948.577637
	Iteration 19Q: 3 clusters Score -1784676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1784675.000000 Penalty: 4948.577637
	Iteration 20F: 3 clusters Score -1784675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1784678.625000 Penalty: 4948.577637
	Iteration 21Q: 3 clusters Score -1784679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1784678.750000 Penalty: 4948.577637
	Iteration 22Q: 3 clusters Score -1784679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1784684.000000 Penalty: 4948.577637
	Iteration 23Q: 3 clusters Score -1784684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1784685.500000 Penalty: 4948.577637
	Iteration 24Q: 3 clusters Score -1784686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1784690.125000 Penalty: 4948.577637
	Iteration 25Q: 3 clusters Score -1784690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1784692.250000 Penalty: 4948.577637
	Iteration 26Q: 3 clusters Score -1784692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1784694.375000 Penalty: 4948.577637
	Iteration 27Q: 3 clusters Score -1784694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1784691.750000 Penalty: 4948.577637
	Iteration 28Q: 3 clusters Score -1784692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1784691.500000 Penalty: 4948.577637
	Iteration 29Q: 3 clusters Score -1784692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1784691.375000 Penalty: 4948.577637
	Iteration 30Q: 3 clusters Score -1784691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1784690.875000 Penalty: 4948.577637
	Iteration 31Q: 3 clusters Score -1784691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1784694.750000 Penalty: 4948.577637
	Iteration 32Q: 3 clusters Score -1784695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1784696.500000 Penalty: 4948.577637
	Iteration 33Q: 3 clusters Score -1784696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1784696.500000 Penalty: 4948.577637
	Iteration 34F: 3 clusters Score -1784696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Entering Unmasked Estep 
Score: -1254312.375000 Penalty: 2389.970947
	Iteration 0F: 2 clusters Score -1254312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1243196.625000 Penalty: 4779.941895
	Iteration 0F: 3 clusters Score -1243197 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1246803.875000 Penalty: 4779.941895
	Iteration 1F: 3 clusters Score -1246804 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1247201.125000 Penalty: 4779.941895
	Iteration 2F: 3 clusters Score -1247201 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1247545.625000 Penalty: 4779.941895
	Iteration 3F: 3 clusters Score -1247546 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1247889.125000 Penalty: 4779.941895
	Iteration 4Q: 3 clusters Score -1247889 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1248248.875000 Penalty: 4779.941895
	Iteration 5Q: 3 clusters Score -1248249 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1248630.875000 Penalty: 4779.941895
	Iteration 6Q: 3 clusters Score -1248631 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1249051.125000 Penalty: 4779.941895
	Iteration 7Q: 3 clusters Score -1249051 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1249455.500000 Penalty: 4779.941895
	Iteration 8Q: 3 clusters Score -1249456 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1249764.250000 Penalty: 4779.941895
	Iteration 9Q: 3 clusters Score -1249764 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1249988.000000 Penalty: 4779.941895
	Iteration 10Q: 3 clusters Score -1249988 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1250152.875000 Penalty: 4779.941895
	Iteration 11Q: 3 clusters Score -1250153 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1250262.250000 Penalty: 4779.941895
	Iteration 12Q: 3 clusters Score -1250262 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1250324.875000 Penalty: 4779.941895
	Iteration 13Q: 3 clusters Score -1250325 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1250379.750000 Penalty: 4779.941895
	Iteration 14Q: 3 clusters Score -1250380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1250426.250000 Penalty: 4779.941895
	Iteration 15Q: 3 clusters Score -1250426 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1250459.250000 Penalty: 4779.941895
	Iteration 16Q: 3 clusters Score -1250459 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1250491.000000 Penalty: 4779.941895
	Iteration 17Q: 3 clusters Score -1250491 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1250529.500000 Penalty: 4779.941895
	Iteration 18Q: 3 clusters Score -1250530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1250559.500000 Penalty: 4779.941895
	Iteration 19Q: 3 clusters Score -1250560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1250600.500000 Penalty: 4779.941895
	Iteration 20F: 3 clusters Score -1250600 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1250632.375000 Penalty: 4779.941895
	Iteration 21Q: 3 clusters Score -1250632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1250657.125000 Penalty: 4779.941895
	Iteration 22Q: 3 clusters Score -1250657 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1250695.375000 Penalty: 4779.941895
	Iteration 23Q: 3 clusters Score -1250695 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1250719.875000 Penalty: 4779.941895
	Iteration 24Q: 3 clusters Score -1250720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1250746.250000 Penalty: 4779.941895
	Iteration 25Q: 3 clusters Score -1250746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1250784.875000 Penalty: 4779.941895
	Iteration 26Q: 3 clusters Score -1250785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1250838.000000 Penalty: 4779.941895
	Iteration 27Q: 3 clusters Score -1250838 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1250882.000000 Penalty: 4779.941895
	Iteration 28Q: 3 clusters Score -1250882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1250934.750000 Penalty: 4779.941895
	Iteration 29Q: 3 clusters Score -1250935 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1250983.250000 Penalty: 4779.941895
	Iteration 30Q: 3 clusters Score -1250983 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1251033.375000 Penalty: 4779.941895
	Iteration 31Q: 3 clusters Score -1251033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1251088.875000 Penalty: 4779.941895
	Iteration 32Q: 3 clusters Score -1251089 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1251152.625000 Penalty: 4779.941895
	Iteration 33Q: 3 clusters Score -1251153 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1251198.625000 Penalty: 4779.941895
	Iteration 34Q: 3 clusters Score -1251199 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1251264.250000 Penalty: 4779.941895
	Iteration 35Q: 3 clusters Score -1251264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1251328.125000 Penalty: 4779.941895
	Iteration 36Q: 3 clusters Score -1251328 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1251401.625000 Penalty: 4779.941895
	Iteration 37Q: 3 clusters Score -1251402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1251478.125000 Penalty: 4779.941895
	Iteration 38Q: 3 clusters Score -1251478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1251545.750000 Penalty: 4779.941895
	Iteration 39Q: 3 clusters Score -1251546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1251610.125000 Penalty: 4779.941895
	Iteration 40F: 3 clusters Score -1251610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1251667.375000 Penalty: 4779.941895
	Iteration 41Q: 3 clusters Score -1251667 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1251713.000000 Penalty: 4779.941895
	Iteration 42Q: 3 clusters Score -1251713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1251758.250000 Penalty: 4779.941895
	Iteration 43Q: 3 clusters Score -1251758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1251792.625000 Penalty: 4779.941895
	Iteration 44Q: 3 clusters Score -1251793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1251833.875000 Penalty: 4779.941895
	Iteration 45Q: 3 clusters Score -1251834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1251872.625000 Penalty: 4779.941895
	Iteration 46Q: 3 clusters Score -1251873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1251915.875000 Penalty: 4779.941895
	Iteration 47Q: 3 clusters Score -1251916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1251942.375000 Penalty: 4779.941895
	Iteration 48Q: 3 clusters Score -1251942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1251973.125000 Penalty: 4779.941895
	Iteration 49Q: 3 clusters Score -1251973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1252003.000000 Penalty: 4779.941895
	Iteration 50Q: 3 clusters Score -1252003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1252025.625000 Penalty: 4779.941895
	Iteration 51Q: 3 clusters Score -1252026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1252042.750000 Penalty: 4779.941895
	Iteration 52Q: 3 clusters Score -1252043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1252067.750000 Penalty: 4779.941895
	Iteration 53Q: 3 clusters Score -1252068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1252087.250000 Penalty: 4779.941895
	Iteration 54Q: 3 clusters Score -1252087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1252108.500000 Penalty: 4779.941895
	Iteration 55Q: 3 clusters Score -1252108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1252133.750000 Penalty: 4779.941895
	Iteration 56Q: 3 clusters Score -1252134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1252150.875000 Penalty: 4779.941895
	Iteration 57Q: 3 clusters Score -1252151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1252166.000000 Penalty: 4779.941895
	Iteration 58Q: 3 clusters Score -1252166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1252184.125000 Penalty: 4779.941895
	Iteration 59Q: 3 clusters Score -1252184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1252192.000000 Penalty: 4779.941895
	Iteration 60F: 3 clusters Score -1252192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1252197.250000 Penalty: 4779.941895
	Iteration 61Q: 3 clusters Score -1252197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1252204.750000 Penalty: 4779.941895
	Iteration 62Q: 3 clusters Score -1252205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1252211.250000 Penalty: 4779.941895
	Iteration 63Q: 3 clusters Score -1252211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1252216.500000 Penalty: 4779.941895
	Iteration 64Q: 3 clusters Score -1252216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1252222.625000 Penalty: 4779.941895
	Iteration 65Q: 3 clusters Score -1252223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1252235.250000 Penalty: 4779.941895
	Iteration 66Q: 3 clusters Score -1252235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1252245.625000 Penalty: 4779.941895
	Iteration 67Q: 3 clusters Score -1252246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1252251.000000 Penalty: 4779.941895
	Iteration 68Q: 3 clusters Score -1252251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1252257.875000 Penalty: 4779.941895
	Iteration 69Q: 3 clusters Score -1252258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1252264.500000 Penalty: 4779.941895
	Iteration 70Q: 3 clusters Score -1252264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1252265.625000 Penalty: 4779.941895
	Iteration 71Q: 3 clusters Score -1252266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1252265.625000 Penalty: 4779.941895
	Iteration 72Q: 3 clusters Score -1252266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1252270.000000 Penalty: 4779.941895
	Iteration 73Q: 3 clusters Score -1252270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1252272.750000 Penalty: 4779.941895
	Iteration 74Q: 3 clusters Score -1252273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1252274.125000 Penalty: 4779.941895
	Iteration 75Q: 3 clusters Score -1252274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1252276.875000 Penalty: 4779.941895
	Iteration 76Q: 3 clusters Score -1252277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1252275.875000 Penalty: 4779.941895
	Iteration 77Q: 3 clusters Score -1252276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1252280.000000 Penalty: 4779.941895
	Iteration 78Q: 3 clusters Score -1252280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1252282.125000 Penalty: 4779.941895
	Iteration 79Q: 3 clusters Score -1252282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1252282.750000 Penalty: 4779.941895
	Iteration 80F: 3 clusters Score -1252283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1252283.000000 Penalty: 4779.941895
	Iteration 81Q: 3 clusters Score -1252283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1252282.750000 Penalty: 4779.941895
	Iteration 82Q: 3 clusters Score -1252283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1252283.625000 Penalty: 4779.941895
	Iteration 83Q: 3 clusters Score -1252284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1252283.625000 Penalty: 4779.941895
	Iteration 84F: 3 clusters Score -1252284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Entering Unmasked Estep 
Score: -705867.500000 Penalty: 2244.355225
	Iteration 0F: 2 clusters Score -705867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -699228.062500 Penalty: 4488.710449
	Iteration 0F: 3 clusters Score -699228.1 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -701740.562500 Penalty: 4488.710449
	Iteration 1F: 3 clusters Score -701740.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -702612.437500 Penalty: 4488.710449
	Iteration 2F: 3 clusters Score -702612.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -703335.250000 Penalty: 4488.710449
	Iteration 3F: 3 clusters Score -703335.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -703879.812500 Penalty: 4488.710449
	Iteration 4F: 3 clusters Score -703879.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -704290.875000 Penalty: 4488.710449
	Iteration 5F: 3 clusters Score -704290.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -704636.250000 Penalty: 4488.710449
	Iteration 6F: 3 clusters Score -704636.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -704885.875000 Penalty: 4488.710449
	Iteration 7Q: 3 clusters Score -704885.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -705052.375000 Penalty: 4488.710449
	Iteration 8Q: 3 clusters Score -705052.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -705169.250000 Penalty: 4488.710449
	Iteration 9Q: 3 clusters Score -705169.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -705256.500000 Penalty: 4488.710449
	Iteration 10Q: 3 clusters Score -705256.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -705317.187500 Penalty: 4488.710449
	Iteration 11Q: 3 clusters Score -705317.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -705358.187500 Penalty: 4488.710449
	Iteration 12Q: 3 clusters Score -705358.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -705384.500000 Penalty: 4488.710449
	Iteration 13Q: 3 clusters Score -705384.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -705404.687500 Penalty: 4488.710449
	Iteration 14Q: 3 clusters Score -705404.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -705435.125000 Penalty: 4488.710449
	Iteration 15Q: 3 clusters Score -705435.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -705457.687500 Penalty: 4488.710449
	Iteration 16Q: 3 clusters Score -705457.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -705470.125000 Penalty: 4488.710449
	Iteration 17Q: 3 clusters Score -705470.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -705482.250000 Penalty: 4488.710449
	Iteration 18Q: 3 clusters Score -705482.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -705485.125000 Penalty: 4488.710449
	Iteration 19Q: 3 clusters Score -705485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -705490.000000 Penalty: 4488.710449
	Iteration 20F: 3 clusters Score -705490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -705494.375000 Penalty: 4488.710449
	Iteration 21Q: 3 clusters Score -705494.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -705499.875000 Penalty: 4488.710449
	Iteration 22Q: 3 clusters Score -705499.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -705507.437500 Penalty: 4488.710449
	Iteration 23Q: 3 clusters Score -705507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -705513.375000 Penalty: 4488.710449
	Iteration 24Q: 3 clusters Score -705513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -705518.187500 Penalty: 4488.710449
	Iteration 25Q: 3 clusters Score -705518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -705521.562500 Penalty: 4488.710449
	Iteration 26Q: 3 clusters Score -705521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -705529.125000 Penalty: 4488.710449
	Iteration 27Q: 3 clusters Score -705529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -705534.687500 Penalty: 4488.710449
	Iteration 28Q: 3 clusters Score -705534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -705538.250000 Penalty: 4488.710449
	Iteration 29Q: 3 clusters Score -705538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -705538.687500 Penalty: 4488.710449
	Iteration 30Q: 3 clusters Score -705538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -705539.312500 Penalty: 4488.710449
	Iteration 31Q: 3 clusters Score -705539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -705539.312500 Penalty: 4488.710449
	Iteration 32Q: 3 clusters Score -705539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -705539.312500 Penalty: 4488.710449
	Iteration 33F: 3 clusters Score -705539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -140196.000000 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -140196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137557.515625 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -137557.5 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -138533.671875 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -138533.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139054.906250 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -139054.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -139399.625000 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -139399.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -139664.687500 Penalty: 3802.910400
	Iteration 4F: 3 clusters Score -139664.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -139843.750000 Penalty: 3802.910400
	Iteration 5F: 3 clusters Score -139843.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -139941.906250 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -139941.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -139996.062500 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -139996.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -140048.812500 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -140048.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -140080.828125 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -140080.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -140106.468750 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -140106.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -140140.234375 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -140140.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -140197.343750 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -140197.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -140262.359375 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -140262.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -140327.359375 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -140327.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -140387.906250 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -140387.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -140460.703125 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -140460.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -140538.328125 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -140538.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -140587.531250 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -140587.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -140635.500000 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -140635.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -140663.609375 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -140663.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -140679.937500 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -140679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -140707.796875 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -140707.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -140771.703125 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -140771.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -140861.156250 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -140861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -140984.359375 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -140984.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -141066.859375 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -141066.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -141122.093750 Penalty: 3802.910400
	Iteration 27Q: 3 clusters Score -141122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -141138.734375 Penalty: 3802.910400
	Iteration 28Q: 3 clusters Score -141138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -141150.484375 Penalty: 3802.910400
	Iteration 29Q: 3 clusters Score -141150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -141152.578125 Penalty: 3802.910400
	Iteration 30Q: 3 clusters Score -141152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -141152.578125 Penalty: 3802.910400
	Iteration 31F: 3 clusters Score -141152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 1737 members 
Entering Unmasked Estep 
Score: -51174008.000000 Penalty: 182728.750000
Splitting cluster 10 changes total score from -51174520.000000 to -51174008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -512242.406250 Penalty: 2198.281982
	Iteration 0F: 2 clusters Score -512242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -506391.656250 Penalty: 4396.563965
	Iteration 0F: 3 clusters Score -506391.7 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -508036.656250 Penalty: 4396.563965
	Iteration 1F: 3 clusters Score -508036.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -508421.531250 Penalty: 4396.563965
	Iteration 2F: 3 clusters Score -508421.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -508742.093750 Penalty: 4396.563965
	Iteration 3F: 3 clusters Score -508742.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -509001.593750 Penalty: 4396.563965
	Iteration 4F: 3 clusters Score -509001.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -509207.937500 Penalty: 4396.563965
	Iteration 5Q: 3 clusters Score -509207.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -509411.937500 Penalty: 4396.563965
	Iteration 6Q: 3 clusters Score -509411.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -509579.687500 Penalty: 4396.563965
	Iteration 7Q: 3 clusters Score -509579.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -509709.218750 Penalty: 4396.563965
	Iteration 8Q: 3 clusters Score -509709.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -509841.562500 Penalty: 4396.563965
	Iteration 9Q: 3 clusters Score -509841.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -510027.937500 Penalty: 4396.563965
	Iteration 10Q: 3 clusters Score -510027.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -510227.437500 Penalty: 4396.563965
	Iteration 11Q: 3 clusters Score -510227.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -510374.812500 Penalty: 4396.563965
	Iteration 12Q: 3 clusters Score -510374.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -510457.625000 Penalty: 4396.563965
	Iteration 13Q: 3 clusters Score -510457.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -510514.312500 Penalty: 4396.563965
	Iteration 14Q: 3 clusters Score -510514.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -510546.593750 Penalty: 4396.563965
	Iteration 15Q: 3 clusters Score -510546.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -510572.937500 Penalty: 4396.563965
	Iteration 16Q: 3 clusters Score -510572.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -510588.687500 Penalty: 4396.563965
	Iteration 17Q: 3 clusters Score -510588.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -510603.343750 Penalty: 4396.563965
	Iteration 18Q: 3 clusters Score -510603.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -510615.906250 Penalty: 4396.563965
	Iteration 19Q: 3 clusters Score -510615.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -510631.468750 Penalty: 4396.563965
	Iteration 20F: 3 clusters Score -510631.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -510648.968750 Penalty: 4396.563965
	Iteration 21Q: 3 clusters Score -510649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -510670.906250 Penalty: 4396.563965
	Iteration 22Q: 3 clusters Score -510670.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -510690.218750 Penalty: 4396.563965
	Iteration 23Q: 3 clusters Score -510690.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -510715.000000 Penalty: 4396.563965
	Iteration 24Q: 3 clusters Score -510715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -510742.906250 Penalty: 4396.563965
	Iteration 25Q: 3 clusters Score -510742.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -510773.968750 Penalty: 4396.563965
	Iteration 26Q: 3 clusters Score -510774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -510797.250000 Penalty: 4396.563965
	Iteration 27Q: 3 clusters Score -510797.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -510813.125000 Penalty: 4396.563965
	Iteration 28Q: 3 clusters Score -510813.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -510828.187500 Penalty: 4396.563965
	Iteration 29Q: 3 clusters Score -510828.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -510839.500000 Penalty: 4396.563965
	Iteration 30Q: 3 clusters Score -510839.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -510846.406250 Penalty: 4396.563965
	Iteration 31Q: 3 clusters Score -510846.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -510858.437500 Penalty: 4396.563965
	Iteration 32Q: 3 clusters Score -510858.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -510870.156250 Penalty: 4396.563965
	Iteration 33Q: 3 clusters Score -510870.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -510883.531250 Penalty: 4396.563965
	Iteration 34Q: 3 clusters Score -510883.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -510901.406250 Penalty: 4396.563965
	Iteration 35Q: 3 clusters Score -510901.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -510918.843750 Penalty: 4396.563965
	Iteration 36Q: 3 clusters Score -510918.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -510937.937500 Penalty: 4396.563965
	Iteration 37Q: 3 clusters Score -510937.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -510955.312500 Penalty: 4396.563965
	Iteration 38Q: 3 clusters Score -510955.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -510970.218750 Penalty: 4396.563965
	Iteration 39Q: 3 clusters Score -510970.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -510982.750000 Penalty: 4396.563965
	Iteration 40F: 3 clusters Score -510982.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -510991.062500 Penalty: 4396.563965
	Iteration 41Q: 3 clusters Score -510991.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -510997.531250 Penalty: 4396.563965
	Iteration 42Q: 3 clusters Score -510997.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -511004.625000 Penalty: 4396.563965
	Iteration 43Q: 3 clusters Score -511004.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -511011.468750 Penalty: 4396.563965
	Iteration 44Q: 3 clusters Score -511011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -511019.406250 Penalty: 4396.563965
	Iteration 45Q: 3 clusters Score -511019.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -511024.781250 Penalty: 4396.563965
	Iteration 46Q: 3 clusters Score -511024.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -511031.218750 Penalty: 4396.563965
	Iteration 47Q: 3 clusters Score -511031.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -511038.531250 Penalty: 4396.563965
	Iteration 48Q: 3 clusters Score -511038.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -511049.625000 Penalty: 4396.563965
	Iteration 49Q: 3 clusters Score -511049.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -511059.750000 Penalty: 4396.563965
	Iteration 50Q: 3 clusters Score -511059.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -511070.625000 Penalty: 4396.563965
	Iteration 51Q: 3 clusters Score -511070.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -511080.500000 Penalty: 4396.563965
	Iteration 52Q: 3 clusters Score -511080.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -511088.812500 Penalty: 4396.563965
	Iteration 53Q: 3 clusters Score -511088.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -511095.406250 Penalty: 4396.563965
	Iteration 54Q: 3 clusters Score -511095.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -511106.093750 Penalty: 4396.563965
	Iteration 55Q: 3 clusters Score -511106.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -511115.468750 Penalty: 4396.563965
	Iteration 56Q: 3 clusters Score -511115.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -511126.093750 Penalty: 4396.563965
	Iteration 57Q: 3 clusters Score -511126.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -511134.875000 Penalty: 4396.563965
	Iteration 58Q: 3 clusters Score -511134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -511141.625000 Penalty: 4396.563965
	Iteration 59Q: 3 clusters Score -511141.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -511147.031250 Penalty: 4396.563965
	Iteration 60F: 3 clusters Score -511147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -511151.343750 Penalty: 4396.563965
	Iteration 61Q: 3 clusters Score -511151.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -511157.500000 Penalty: 4396.563965
	Iteration 62Q: 3 clusters Score -511157.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -511162.937500 Penalty: 4396.563965
	Iteration 63Q: 3 clusters Score -511162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -511167.437500 Penalty: 4396.563965
	Iteration 64Q: 3 clusters Score -511167.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -511169.906250 Penalty: 4396.563965
	Iteration 65Q: 3 clusters Score -511169.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -511173.125000 Penalty: 4396.563965
	Iteration 66Q: 3 clusters Score -511173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -511176.593750 Penalty: 4396.563965
	Iteration 67Q: 3 clusters Score -511176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -511179.406250 Penalty: 4396.563965
	Iteration 68Q: 3 clusters Score -511179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -511181.656250 Penalty: 4396.563965
	Iteration 69Q: 3 clusters Score -511181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -511187.593750 Penalty: 4396.563965
	Iteration 70Q: 3 clusters Score -511187.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -511193.187500 Penalty: 4396.563965
	Iteration 71Q: 3 clusters Score -511193.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -511200.562500 Penalty: 4396.563965
	Iteration 72Q: 3 clusters Score -511200.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -511208.656250 Penalty: 4396.563965
	Iteration 73Q: 3 clusters Score -511208.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -511219.156250 Penalty: 4396.563965
	Iteration 74Q: 3 clusters Score -511219.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -511229.750000 Penalty: 4396.563965
	Iteration 75Q: 3 clusters Score -511229.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -511235.843750 Penalty: 4396.563965
	Iteration 76Q: 3 clusters Score -511235.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -511243.125000 Penalty: 4396.563965
	Iteration 77Q: 3 clusters Score -511243.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -511251.312500 Penalty: 4396.563965
	Iteration 78Q: 3 clusters Score -511251.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -511260.843750 Penalty: 4396.563965
	Iteration 79Q: 3 clusters Score -511260.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -511273.656250 Penalty: 4396.563965
	Iteration 80F: 3 clusters Score -511273.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -511284.593750 Penalty: 4396.563965
	Iteration 81Q: 3 clusters Score -511284.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -511292.656250 Penalty: 4396.563965
	Iteration 82Q: 3 clusters Score -511292.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -511302.468750 Penalty: 4396.563965
	Iteration 83Q: 3 clusters Score -511302.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -511313.000000 Penalty: 4396.563965
	Iteration 84Q: 3 clusters Score -511313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -511326.968750 Penalty: 4396.563965
	Iteration 85Q: 3 clusters Score -511327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -511341.906250 Penalty: 4396.563965
	Iteration 86Q: 3 clusters Score -511341.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -511354.718750 Penalty: 4396.563965
	Iteration 87Q: 3 clusters Score -511354.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -511363.000000 Penalty: 4396.563965
	Iteration 88Q: 3 clusters Score -511363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -511377.812500 Penalty: 4396.563965
	Iteration 89Q: 3 clusters Score -511377.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -511389.156250 Penalty: 4396.563965
	Iteration 90Q: 3 clusters Score -511389.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -511399.000000 Penalty: 4396.563965
	Iteration 91Q: 3 clusters Score -511399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -511406.531250 Penalty: 4396.563965
	Iteration 92Q: 3 clusters Score -511406.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -511418.250000 Penalty: 4396.563965
	Iteration 93Q: 3 clusters Score -511418.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -511429.843750 Penalty: 4396.563965
	Iteration 94Q: 3 clusters Score -511429.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -511439.843750 Penalty: 4396.563965
	Iteration 95Q: 3 clusters Score -511439.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -511448.468750 Penalty: 4396.563965
	Iteration 96Q: 3 clusters Score -511448.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -511453.906250 Penalty: 4396.563965
	Iteration 97Q: 3 clusters Score -511453.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -511459.437500 Penalty: 4396.563965
	Iteration 98Q: 3 clusters Score -511459.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -511465.031250 Penalty: 4396.563965
	Iteration 99Q: 3 clusters Score -511465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -511472.781250 Penalty: 4396.563965
	Iteration 100F: 3 clusters Score -511472.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -511482.937500 Penalty: 4396.563965
	Iteration 101Q: 3 clusters Score -511482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -511499.437500 Penalty: 4396.563965
	Iteration 102Q: 3 clusters Score -511499.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -511513.625000 Penalty: 4396.563965
	Iteration 103Q: 3 clusters Score -511513.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -511531.281250 Penalty: 4396.563965
	Iteration 104Q: 3 clusters Score -511531.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -511553.031250 Penalty: 4396.563965
	Iteration 105Q: 3 clusters Score -511553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -511582.875000 Penalty: 4396.563965
	Iteration 106Q: 3 clusters Score -511582.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -511628.562500 Penalty: 4396.563965
	Iteration 107Q: 3 clusters Score -511628.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -511684.343750 Penalty: 4396.563965
	Iteration 108Q: 3 clusters Score -511684.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -511735.812500 Penalty: 4396.563965
	Iteration 109Q: 3 clusters Score -511735.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -511770.156250 Penalty: 4396.563965
	Iteration 110Q: 3 clusters Score -511770.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -511812.406250 Penalty: 4396.563965
	Iteration 111Q: 3 clusters Score -511812.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -511854.937500 Penalty: 4396.563965
	Iteration 112Q: 3 clusters Score -511854.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -511901.125000 Penalty: 4396.563965
	Iteration 113Q: 3 clusters Score -511901.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -511962.718750 Penalty: 4396.563965
	Iteration 114Q: 3 clusters Score -511962.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -512026.125000 Penalty: 4396.563965
	Iteration 115Q: 3 clusters Score -512026.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -512083.906250 Penalty: 4396.563965
	Iteration 116Q: 3 clusters Score -512083.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -512138.437500 Penalty: 4396.563965
	Iteration 117Q: 3 clusters Score -512138.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -512192.968750 Penalty: 4396.563965
	Iteration 118Q: 3 clusters Score -512193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -512249.375000 Penalty: 4396.563965
	Iteration 119Q: 3 clusters Score -512249.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -512292.468750 Penalty: 4396.563965
	Iteration 120F: 3 clusters Score -512292.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -512329.062500 Penalty: 4396.563965
	Iteration 121Q: 3 clusters Score -512329.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -512354.218750 Penalty: 4396.563965
	Iteration 122Q: 3 clusters Score -512354.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -512374.000000 Penalty: 4396.563965
	Iteration 123Q: 3 clusters Score -512374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -512392.718750 Penalty: 4396.563965
	Iteration 124Q: 3 clusters Score -512392.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -512403.781250 Penalty: 4396.563965
	Iteration 125Q: 3 clusters Score -512403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -512410.531250 Penalty: 4396.563965
	Iteration 126Q: 3 clusters Score -512410.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -512415.031250 Penalty: 4396.563965
	Iteration 127Q: 3 clusters Score -512415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -512422.406250 Penalty: 4396.563965
	Iteration 128Q: 3 clusters Score -512422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -512432.750000 Penalty: 4396.563965
	Iteration 129Q: 3 clusters Score -512432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -512439.500000 Penalty: 4396.563965
	Iteration 130Q: 3 clusters Score -512439.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -512448.375000 Penalty: 4396.563965
	Iteration 131Q: 3 clusters Score -512448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -512455.125000 Penalty: 4396.563965
	Iteration 132Q: 3 clusters Score -512455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -512458.875000 Penalty: 4396.563965
	Iteration 133Q: 3 clusters Score -512458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -512462.000000 Penalty: 4396.563965
	Iteration 134Q: 3 clusters Score -512462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -512465.593750 Penalty: 4396.563965
	Iteration 135Q: 3 clusters Score -512465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -512467.625000 Penalty: 4396.563965
	Iteration 136Q: 3 clusters Score -512467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -512467.781250 Penalty: 4396.563965
	Iteration 137Q: 3 clusters Score -512467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -512467.781250 Penalty: 4396.563965
	Iteration 138F: 3 clusters Score -512467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 6085 members 
Entering Unmasked Estep 
Score: -51173576.000000 Penalty: 182728.750000
Splitting cluster 11 changes total score from -51174520.000000 to -51173576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -228819.140625 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -228819.1 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 1432 members 
Entering Unmasked Estep 
Score: -225691.796875 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -225691.8 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -226297.937500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -226297.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -226472.734375 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -226472.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -226580.640625 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -226580.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -226668.046875 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -226668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -226742.125000 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -226742.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -226803.484375 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -226803.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -226849.187500 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -226849.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -226883.390625 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -226883.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -226913.750000 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -226913.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -226933.156250 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -226933.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -226955.546875 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -226955.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -226978.250000 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -226978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -226998.187500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -226998.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -227010.125000 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -227010.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -227021.984375 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -227022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227032.968750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -227033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -227048.140625 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -227048.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -227056.625000 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -227056.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227065.421875 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -227065.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -227074.484375 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -227074.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227084.812500 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -227084.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -227092.968750 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -227093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227106.421875 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -227106.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -227120.906250 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -227120.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -227129.078125 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -227129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -227137.031250 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -227137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -227146.703125 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -227146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -227155.734375 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -227155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -227161.328125 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -227161.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -227170.796875 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -227170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -227182.062500 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -227182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -227195.296875 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -227195.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -227208.734375 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -227208.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -227224.312500 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -227224.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -227243.687500 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -227243.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -227271.375000 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -227271.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -227293.578125 Penalty: 3948.839600
	Iteration 37Q: 3 clusters Score -227293.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -227321.859375 Penalty: 3948.839600
	Iteration 38Q: 3 clusters Score -227321.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -227353.531250 Penalty: 3948.839600
	Iteration 39Q: 3 clusters Score -227353.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -227384.140625 Penalty: 3948.839600
	Iteration 40F: 3 clusters Score -227384.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -227411.031250 Penalty: 3948.839600
	Iteration 41Q: 3 clusters Score -227411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -227445.171875 Penalty: 3948.839600
	Iteration 42Q: 3 clusters Score -227445.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -227476.281250 Penalty: 3948.839600
	Iteration 43Q: 3 clusters Score -227476.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -227509.359375 Penalty: 3948.839600
	Iteration 44Q: 3 clusters Score -227509.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -227531.156250 Penalty: 3948.839600
	Iteration 45Q: 3 clusters Score -227531.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -227548.562500 Penalty: 3948.839600
	Iteration 46Q: 3 clusters Score -227548.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -227563.515625 Penalty: 3948.839600
	Iteration 47Q: 3 clusters Score -227563.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -227578.000000 Penalty: 3948.839600
	Iteration 48Q: 3 clusters Score -227578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -227592.093750 Penalty: 3948.839600
	Iteration 49Q: 3 clusters Score -227592.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -227600.921875 Penalty: 3948.839600
	Iteration 50Q: 3 clusters Score -227600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -227606.750000 Penalty: 3948.839600
	Iteration 51Q: 3 clusters Score -227606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -227610.562500 Penalty: 3948.839600
	Iteration 52Q: 3 clusters Score -227610.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -227610.765625 Penalty: 3948.839600
	Iteration 53Q: 3 clusters Score -227610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -227610.765625 Penalty: 3948.839600
	Iteration 54F: 3 clusters Score -227610.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -717069.125000 Penalty: 2250.310791
	Iteration 0F: 2 clusters Score -717069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -710161.250000 Penalty: 4500.621582
	Iteration 0F: 3 clusters Score -710161.2 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -712277.437500 Penalty: 4500.621582
	Iteration 1F: 3 clusters Score -712277.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -712580.437500 Penalty: 4500.621582
	Iteration 2F: 3 clusters Score -712580.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -712801.000000 Penalty: 4500.621582
	Iteration 3Q: 3 clusters Score -712801 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -712975.250000 Penalty: 4500.621582
	Iteration 4Q: 3 clusters Score -712975.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -713122.000000 Penalty: 4500.621582
	Iteration 5Q: 3 clusters Score -713122 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -713273.625000 Penalty: 4500.621582
	Iteration 6Q: 3 clusters Score -713273.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -713426.687500 Penalty: 4500.621582
	Iteration 7Q: 3 clusters Score -713426.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -713607.562500 Penalty: 4500.621582
	Iteration 8Q: 3 clusters Score -713607.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -713798.500000 Penalty: 4500.621582
	Iteration 9Q: 3 clusters Score -713798.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -713979.812500 Penalty: 4500.621582
	Iteration 10Q: 3 clusters Score -713979.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -714160.687500 Penalty: 4500.621582
	Iteration 11Q: 3 clusters Score -714160.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -714308.875000 Penalty: 4500.621582
	Iteration 12Q: 3 clusters Score -714308.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -714437.875000 Penalty: 4500.621582
	Iteration 13Q: 3 clusters Score -714437.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -714557.625000 Penalty: 4500.621582
	Iteration 14Q: 3 clusters Score -714557.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -714636.625000 Penalty: 4500.621582
	Iteration 15Q: 3 clusters Score -714636.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -714700.312500 Penalty: 4500.621582
	Iteration 16Q: 3 clusters Score -714700.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -714754.750000 Penalty: 4500.621582
	Iteration 17Q: 3 clusters Score -714754.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -714807.187500 Penalty: 4500.621582
	Iteration 18Q: 3 clusters Score -714807.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -714864.812500 Penalty: 4500.621582
	Iteration 19Q: 3 clusters Score -714864.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -714904.125000 Penalty: 4500.621582
	Iteration 20F: 3 clusters Score -714904.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -714949.000000 Penalty: 4500.621582
	Iteration 21Q: 3 clusters Score -714949 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -714996.062500 Penalty: 4500.621582
	Iteration 22Q: 3 clusters Score -714996.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -715042.625000 Penalty: 4500.621582
	Iteration 23Q: 3 clusters Score -715042.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -715085.062500 Penalty: 4500.621582
	Iteration 24Q: 3 clusters Score -715085.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -715128.625000 Penalty: 4500.621582
	Iteration 25Q: 3 clusters Score -715128.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -715186.562500 Penalty: 4500.621582
	Iteration 26Q: 3 clusters Score -715186.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -715241.875000 Penalty: 4500.621582
	Iteration 27Q: 3 clusters Score -715241.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -715288.562500 Penalty: 4500.621582
	Iteration 28Q: 3 clusters Score -715288.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -715330.875000 Penalty: 4500.621582
	Iteration 29Q: 3 clusters Score -715330.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -715370.875000 Penalty: 4500.621582
	Iteration 30Q: 3 clusters Score -715370.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -715403.187500 Penalty: 4500.621582
	Iteration 31Q: 3 clusters Score -715403.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -715434.875000 Penalty: 4500.621582
	Iteration 32Q: 3 clusters Score -715434.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -715470.000000 Penalty: 4500.621582
	Iteration 33Q: 3 clusters Score -715470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -715504.187500 Penalty: 4500.621582
	Iteration 34Q: 3 clusters Score -715504.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -715532.937500 Penalty: 4500.621582
	Iteration 35Q: 3 clusters Score -715532.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -715567.125000 Penalty: 4500.621582
	Iteration 36Q: 3 clusters Score -715567.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -715599.500000 Penalty: 4500.621582
	Iteration 37Q: 3 clusters Score -715599.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -715628.750000 Penalty: 4500.621582
	Iteration 38Q: 3 clusters Score -715628.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -715660.937500 Penalty: 4500.621582
	Iteration 39Q: 3 clusters Score -715660.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -715682.937500 Penalty: 4500.621582
	Iteration 40F: 3 clusters Score -715682.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -715701.875000 Penalty: 4500.621582
	Iteration 41Q: 3 clusters Score -715701.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -715712.500000 Penalty: 4500.621582
	Iteration 42Q: 3 clusters Score -715712.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -715722.500000 Penalty: 4500.621582
	Iteration 43Q: 3 clusters Score -715722.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -715728.750000 Penalty: 4500.621582
	Iteration 44Q: 3 clusters Score -715728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -715734.937500 Penalty: 4500.621582
	Iteration 45Q: 3 clusters Score -715734.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -715743.000000 Penalty: 4500.621582
	Iteration 46Q: 3 clusters Score -715743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -715753.750000 Penalty: 4500.621582
	Iteration 47Q: 3 clusters Score -715753.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -715765.125000 Penalty: 4500.621582
	Iteration 48Q: 3 clusters Score -715765.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -715768.625000 Penalty: 4500.621582
	Iteration 49Q: 3 clusters Score -715768.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -715771.187500 Penalty: 4500.621582
	Iteration 50Q: 3 clusters Score -715771.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -715777.562500 Penalty: 4500.621582
	Iteration 51Q: 3 clusters Score -715777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -715783.562500 Penalty: 4500.621582
	Iteration 52Q: 3 clusters Score -715783.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -715788.437500 Penalty: 4500.621582
	Iteration 53Q: 3 clusters Score -715788.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -715792.437500 Penalty: 4500.621582
	Iteration 54Q: 3 clusters Score -715792.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -715795.000000 Penalty: 4500.621582
	Iteration 55Q: 3 clusters Score -715795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -715798.437500 Penalty: 4500.621582
	Iteration 56Q: 3 clusters Score -715798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -715797.687500 Penalty: 4500.621582
	Iteration 57Q: 3 clusters Score -715797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -715799.500000 Penalty: 4500.621582
	Iteration 58Q: 3 clusters Score -715799.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -715802.937500 Penalty: 4500.621582
	Iteration 59Q: 3 clusters Score -715802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -715803.250000 Penalty: 4500.621582
	Iteration 60F: 3 clusters Score -715803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -715803.937500 Penalty: 4500.621582
	Iteration 61Q: 3 clusters Score -715803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -715804.875000 Penalty: 4500.621582
	Iteration 62Q: 3 clusters Score -715804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -715806.812500 Penalty: 4500.621582
	Iteration 63Q: 3 clusters Score -715806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -715806.500000 Penalty: 4500.621582
	Iteration 64Q: 3 clusters Score -715806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -715807.625000 Penalty: 4500.621582
	Iteration 65Q: 3 clusters Score -715807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -715807.875000 Penalty: 4500.621582
	Iteration 66Q: 3 clusters Score -715807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -715808.562500 Penalty: 4500.621582
	Iteration 67Q: 3 clusters Score -715808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -715808.562500 Penalty: 4500.621582
	Iteration 68F: 3 clusters Score -715808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -763628.562500 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -763628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -756696.687500 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -756696.7 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -758749.937500 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -758749.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -759083.250000 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -759083.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -759364.562500 Penalty: 4508.181641
	Iteration 3F: 3 clusters Score -759364.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -759644.250000 Penalty: 4508.181641
	Iteration 4F: 3 clusters Score -759644.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -759975.062500 Penalty: 4508.181641
	Iteration 5F: 3 clusters Score -759975.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -760336.062500 Penalty: 4508.181641
	Iteration 6F: 3 clusters Score -760336.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -760679.375000 Penalty: 4508.181641
	Iteration 7F: 3 clusters Score -760679.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -760964.750000 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -760964.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -761150.062500 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -761150.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -761284.062500 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -761284.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -761380.937500 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -761380.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -761447.562500 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -761447.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -761497.687500 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -761497.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -761531.125000 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -761531.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -761557.125000 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -761557.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -761580.125000 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -761580.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -761601.250000 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -761601.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -761622.937500 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -761622.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -761640.000000 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -761640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -761659.625000 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -761659.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -761676.312500 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -761676.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -761686.937500 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -761686.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -761700.500000 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -761700.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -761708.687500 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -761708.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -761718.875000 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -761718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -761722.125000 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -761722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -761730.062500 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -761730.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -761737.625000 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -761737.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -761749.500000 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -761749.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -761752.937500 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -761752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -761757.312500 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -761757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -761757.812500 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -761757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -761761.687500 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -761761.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -761764.750000 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -761764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -761765.625000 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -761765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -761765.625000 Penalty: 4508.181641
	Iteration 36F: 3 clusters Score -761765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -180288.343750 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -180288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -177493.421875 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -177493.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -178044.031250 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -178044 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -178182.750000 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -178182.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -178243.546875 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -178243.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -178292.750000 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -178292.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -178325.468750 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -178325.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -178353.656250 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -178353.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -178392.625000 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -178392.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -178409.968750 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -178410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -178418.296875 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -178418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -178426.906250 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -178426.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -178436.468750 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -178436.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -178450.937500 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -178450.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -178458.062500 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -178458.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -178463.906250 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -178463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -178467.578125 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -178467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -178470.203125 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -178470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -178471.359375 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -178471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -178474.687500 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -178474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -178480.078125 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -178480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -178484.468750 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -178484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -178486.359375 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -178486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -178487.437500 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -178487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -178489.250000 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -178489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -178491.281250 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -178491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -178492.718750 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -178492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -178497.453125 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -178497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -178501.046875 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -178501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -178505.515625 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -178505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -178508.968750 Penalty: 3834.820068
	Iteration 29Q: 3 clusters Score -178509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -178512.781250 Penalty: 3834.820068
	Iteration 30Q: 3 clusters Score -178512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -178516.484375 Penalty: 3834.820068
	Iteration 31Q: 3 clusters Score -178516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -178520.015625 Penalty: 3834.820068
	Iteration 32Q: 3 clusters Score -178520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -178521.218750 Penalty: 3834.820068
	Iteration 33Q: 3 clusters Score -178521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -178521.843750 Penalty: 3834.820068
	Iteration 34Q: 3 clusters Score -178521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -178522.484375 Penalty: 3834.820068
	Iteration 35Q: 3 clusters Score -178522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -178522.859375 Penalty: 3834.820068
	Iteration 36Q: 3 clusters Score -178522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -178522.859375 Penalty: 3834.820068
	Iteration 37F: 3 clusters Score -178522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Entering Unmasked Estep 
Score: -1814798.875000 Penalty: 2482.426025
	Iteration 0F: 2 clusters Score -1814799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1799364.000000 Penalty: 4964.852051
	Iteration 0F: 3 clusters Score -1799364 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1804649.875000 Penalty: 4964.852051
	Iteration 1F: 3 clusters Score -1804650 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1805094.375000 Penalty: 4964.852051
	Iteration 2F: 3 clusters Score -1805094 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1805509.000000 Penalty: 4964.852051
	Iteration 3Q: 3 clusters Score -1805509 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1805951.875000 Penalty: 4964.852051
	Iteration 4Q: 3 clusters Score -1805952 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1806513.000000 Penalty: 4964.852051
	Iteration 5Q: 3 clusters Score -1806513 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1807190.250000 Penalty: 4964.852051
	Iteration 6F: 3 clusters Score -1807190 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1807995.000000 Penalty: 4964.852051
	Iteration 7F: 3 clusters Score -1807995 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1808935.000000 Penalty: 4964.852051
	Iteration 8F: 3 clusters Score -1808935 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1809866.250000 Penalty: 4964.852051
	Iteration 9F: 3 clusters Score -1809866 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1810587.250000 Penalty: 4964.852051
	Iteration 10Q: 3 clusters Score -1810587 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1811175.625000 Penalty: 4964.852051
	Iteration 11Q: 3 clusters Score -1811176 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1811585.750000 Penalty: 4964.852051
	Iteration 12Q: 3 clusters Score -1811586 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1811865.500000 Penalty: 4964.852051
	Iteration 13Q: 3 clusters Score -1811866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1812074.000000 Penalty: 4964.852051
	Iteration 14Q: 3 clusters Score -1812074 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1812218.625000 Penalty: 4964.852051
	Iteration 15Q: 3 clusters Score -1812219 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1812354.750000 Penalty: 4964.852051
	Iteration 16Q: 3 clusters Score -1812355 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1812455.500000 Penalty: 4964.852051
	Iteration 17Q: 3 clusters Score -1812456 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -1812531.750000 Penalty: 4964.852051
	Iteration 18Q: 3 clusters Score -1812532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1812597.625000 Penalty: 4964.852051
	Iteration 19Q: 3 clusters Score -1812598 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1812633.000000 Penalty: 4964.852051
	Iteration 20F: 3 clusters Score -1812633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1812670.625000 Penalty: 4964.852051
	Iteration 21Q: 3 clusters Score -1812671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1812686.375000 Penalty: 4964.852051
	Iteration 22Q: 3 clusters Score -1812686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1812716.750000 Penalty: 4964.852051
	Iteration 23Q: 3 clusters Score -1812717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1812730.375000 Penalty: 4964.852051
	Iteration 24Q: 3 clusters Score -1812730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -1812743.750000 Penalty: 4964.852051
	Iteration 25Q: 3 clusters Score -1812744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1812755.750000 Penalty: 4964.852051
	Iteration 26Q: 3 clusters Score -1812756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -1812766.125000 Penalty: 4964.852051
	Iteration 27Q: 3 clusters Score -1812766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -1812788.250000 Penalty: 4964.852051
	Iteration 28Q: 3 clusters Score -1812788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1812798.250000 Penalty: 4964.852051
	Iteration 29Q: 3 clusters Score -1812798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -1812801.625000 Penalty: 4964.852051
	Iteration 30Q: 3 clusters Score -1812802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1812802.250000 Penalty: 4964.852051
	Iteration 31Q: 3 clusters Score -1812802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1812806.500000 Penalty: 4964.852051
	Iteration 32Q: 3 clusters Score -1812806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1812808.625000 Penalty: 4964.852051
	Iteration 33Q: 3 clusters Score -1812809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1812811.125000 Penalty: 4964.852051
	Iteration 34Q: 3 clusters Score -1812811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1812815.875000 Penalty: 4964.852051
	Iteration 35Q: 3 clusters Score -1812816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1812817.500000 Penalty: 4964.852051
	Iteration 36Q: 3 clusters Score -1812818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -1812818.500000 Penalty: 4964.852051
	Iteration 37Q: 3 clusters Score -1812818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -1812818.875000 Penalty: 4964.852051
	Iteration 38Q: 3 clusters Score -1812819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1812822.250000 Penalty: 4964.852051
	Iteration 39Q: 3 clusters Score -1812822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1812821.375000 Penalty: 4964.852051
	Iteration 40F: 3 clusters Score -1812821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1812822.500000 Penalty: 4964.852051
	Iteration 41Q: 3 clusters Score -1812822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1812819.625000 Penalty: 4964.852051
	Iteration 42Q: 3 clusters Score -1812820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1812823.625000 Penalty: 4964.852051
	Iteration 43Q: 3 clusters Score -1812824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -1812821.625000 Penalty: 4964.852051
	Iteration 44Q: 3 clusters Score -1812822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -1812821.625000 Penalty: 4964.852051
	Iteration 45F: 3 clusters Score -1812822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -458939.500000 Penalty: 2145.454102
	Iteration 0F: 2 clusters Score -458939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -453979.906250 Penalty: 4290.908203
	Iteration 0F: 3 clusters Score -453979.9 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -455179.906250 Penalty: 4290.908203
	Iteration 1F: 3 clusters Score -455179.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -455404.906250 Penalty: 4290.908203
	Iteration 2F: 3 clusters Score -455404.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -455529.625000 Penalty: 4290.908203
	Iteration 3Q: 3 clusters Score -455529.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -455607.281250 Penalty: 4290.908203
	Iteration 4Q: 3 clusters Score -455607.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -455666.031250 Penalty: 4290.908203
	Iteration 5Q: 3 clusters Score -455666 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -455715.656250 Penalty: 4290.908203
	Iteration 6Q: 3 clusters Score -455715.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -455746.437500 Penalty: 4290.908203
	Iteration 7Q: 3 clusters Score -455746.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -455783.250000 Penalty: 4290.908203
	Iteration 8Q: 3 clusters Score -455783.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -455818.593750 Penalty: 4290.908203
	Iteration 9Q: 3 clusters Score -455818.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -455861.500000 Penalty: 4290.908203
	Iteration 10Q: 3 clusters Score -455861.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -455920.750000 Penalty: 4290.908203
	Iteration 11Q: 3 clusters Score -455920.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -455980.375000 Penalty: 4290.908203
	Iteration 12Q: 3 clusters Score -455980.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -456044.437500 Penalty: 4290.908203
	Iteration 13Q: 3 clusters Score -456044.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -456113.875000 Penalty: 4290.908203
	Iteration 14Q: 3 clusters Score -456113.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -456195.062500 Penalty: 4290.908203
	Iteration 15Q: 3 clusters Score -456195.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -456279.593750 Penalty: 4290.908203
	Iteration 16Q: 3 clusters Score -456279.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -456352.687500 Penalty: 4290.908203
	Iteration 17Q: 3 clusters Score -456352.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -456440.000000 Penalty: 4290.908203
	Iteration 18Q: 3 clusters Score -456440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -456507.687500 Penalty: 4290.908203
	Iteration 19Q: 3 clusters Score -456507.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -456563.718750 Penalty: 4290.908203
	Iteration 20F: 3 clusters Score -456563.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -456634.656250 Penalty: 4290.908203
	Iteration 21Q: 3 clusters Score -456634.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -456701.281250 Penalty: 4290.908203
	Iteration 22Q: 3 clusters Score -456701.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -456748.531250 Penalty: 4290.908203
	Iteration 23Q: 3 clusters Score -456748.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -456800.125000 Penalty: 4290.908203
	Iteration 24Q: 3 clusters Score -456800.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -456844.031250 Penalty: 4290.908203
	Iteration 25Q: 3 clusters Score -456844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -456872.093750 Penalty: 4290.908203
	Iteration 26Q: 3 clusters Score -456872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -456891.875000 Penalty: 4290.908203
	Iteration 27Q: 3 clusters Score -456891.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -456909.750000 Penalty: 4290.908203
	Iteration 28Q: 3 clusters Score -456909.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -456928.625000 Penalty: 4290.908203
	Iteration 29Q: 3 clusters Score -456928.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -456943.281250 Penalty: 4290.908203
	Iteration 30Q: 3 clusters Score -456943.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -456958.312500 Penalty: 4290.908203
	Iteration 31Q: 3 clusters Score -456958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -456967.125000 Penalty: 4290.908203
	Iteration 32Q: 3 clusters Score -456967.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -456976.843750 Penalty: 4290.908203
	Iteration 33Q: 3 clusters Score -456976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -456985.718750 Penalty: 4290.908203
	Iteration 34Q: 3 clusters Score -456985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -456993.312500 Penalty: 4290.908203
	Iteration 35Q: 3 clusters Score -456993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -456999.843750 Penalty: 4290.908203
	Iteration 36Q: 3 clusters Score -456999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -457002.781250 Penalty: 4290.908203
	Iteration 37Q: 3 clusters Score -457002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -457005.343750 Penalty: 4290.908203
	Iteration 38Q: 3 clusters Score -457005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -457011.750000 Penalty: 4290.908203
	Iteration 39Q: 3 clusters Score -457011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -457017.656250 Penalty: 4290.908203
	Iteration 40F: 3 clusters Score -457017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -457023.843750 Penalty: 4290.908203
	Iteration 41Q: 3 clusters Score -457023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -457027.843750 Penalty: 4290.908203
	Iteration 42Q: 3 clusters Score -457027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -457031.593750 Penalty: 4290.908203
	Iteration 43Q: 3 clusters Score -457031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -457032.281250 Penalty: 4290.908203
	Iteration 44Q: 3 clusters Score -457032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -457032.281250 Penalty: 4290.908203
	Iteration 45F: 3 clusters Score -457032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -792409.500000 Penalty: 2310.559082
	Iteration 0F: 2 clusters Score -792409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -784001.625000 Penalty: 4621.118164
	Iteration 0F: 3 clusters Score -784001.6 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -786673.500000 Penalty: 4621.118164
	Iteration 1F: 3 clusters Score -786673.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -787325.187500 Penalty: 4621.118164
	Iteration 2F: 3 clusters Score -787325.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -787898.812500 Penalty: 4621.118164
	Iteration 3F: 3 clusters Score -787898.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -788423.000000 Penalty: 4621.118164
	Iteration 4F: 3 clusters Score -788423 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -788852.562500 Penalty: 4621.118164
	Iteration 5F: 3 clusters Score -788852.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -789187.375000 Penalty: 4621.118164
	Iteration 6F: 3 clusters Score -789187.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -789407.250000 Penalty: 4621.118164
	Iteration 7Q: 3 clusters Score -789407.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -789565.625000 Penalty: 4621.118164
	Iteration 8Q: 3 clusters Score -789565.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -789693.687500 Penalty: 4621.118164
	Iteration 9Q: 3 clusters Score -789693.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -789814.750000 Penalty: 4621.118164
	Iteration 10Q: 3 clusters Score -789814.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -789912.687500 Penalty: 4621.118164
	Iteration 11Q: 3 clusters Score -789912.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -790003.562500 Penalty: 4621.118164
	Iteration 12Q: 3 clusters Score -790003.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -790089.000000 Penalty: 4621.118164
	Iteration 13Q: 3 clusters Score -790089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -790167.187500 Penalty: 4621.118164
	Iteration 14Q: 3 clusters Score -790167.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -790237.000000 Penalty: 4621.118164
	Iteration 15Q: 3 clusters Score -790237 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -790293.437500 Penalty: 4621.118164
	Iteration 16Q: 3 clusters Score -790293.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -790346.937500 Penalty: 4621.118164
	Iteration 17Q: 3 clusters Score -790346.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -790397.125000 Penalty: 4621.118164
	Iteration 18Q: 3 clusters Score -790397.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -790444.687500 Penalty: 4621.118164
	Iteration 19Q: 3 clusters Score -790444.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -790475.750000 Penalty: 4621.118164
	Iteration 20F: 3 clusters Score -790475.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -790502.312500 Penalty: 4621.118164
	Iteration 21Q: 3 clusters Score -790502.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -790523.500000 Penalty: 4621.118164
	Iteration 22Q: 3 clusters Score -790523.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -790555.500000 Penalty: 4621.118164
	Iteration 23Q: 3 clusters Score -790555.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -790582.187500 Penalty: 4621.118164
	Iteration 24Q: 3 clusters Score -790582.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -790605.812500 Penalty: 4621.118164
	Iteration 25Q: 3 clusters Score -790605.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -790625.437500 Penalty: 4621.118164
	Iteration 26Q: 3 clusters Score -790625.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -790652.125000 Penalty: 4621.118164
	Iteration 27Q: 3 clusters Score -790652.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -790679.750000 Penalty: 4621.118164
	Iteration 28Q: 3 clusters Score -790679.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -790710.750000 Penalty: 4621.118164
	Iteration 29Q: 3 clusters Score -790710.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -790744.125000 Penalty: 4621.118164
	Iteration 30Q: 3 clusters Score -790744.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -790775.187500 Penalty: 4621.118164
	Iteration 31Q: 3 clusters Score -790775.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -790800.187500 Penalty: 4621.118164
	Iteration 32Q: 3 clusters Score -790800.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -790822.000000 Penalty: 4621.118164
	Iteration 33Q: 3 clusters Score -790822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -790835.812500 Penalty: 4621.118164
	Iteration 34Q: 3 clusters Score -790835.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -790852.000000 Penalty: 4621.118164
	Iteration 35Q: 3 clusters Score -790852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -790870.750000 Penalty: 4621.118164
	Iteration 36Q: 3 clusters Score -790870.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -790889.250000 Penalty: 4621.118164
	Iteration 37Q: 3 clusters Score -790889.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -790908.500000 Penalty: 4621.118164
	Iteration 38Q: 3 clusters Score -790908.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -790922.687500 Penalty: 4621.118164
	Iteration 39Q: 3 clusters Score -790922.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -790932.375000 Penalty: 4621.118164
	Iteration 40F: 3 clusters Score -790932.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -790941.062500 Penalty: 4621.118164
	Iteration 41Q: 3 clusters Score -790941.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -790943.500000 Penalty: 4621.118164
	Iteration 42Q: 3 clusters Score -790943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -790948.312500 Penalty: 4621.118164
	Iteration 43Q: 3 clusters Score -790948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -790950.812500 Penalty: 4621.118164
	Iteration 44Q: 3 clusters Score -790950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -790953.375000 Penalty: 4621.118164
	Iteration 45Q: 3 clusters Score -790953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -790958.062500 Penalty: 4621.118164
	Iteration 46Q: 3 clusters Score -790958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -790957.937500 Penalty: 4621.118164
	Iteration 47Q: 3 clusters Score -790957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -790963.687500 Penalty: 4621.118164
	Iteration 48Q: 3 clusters Score -790963.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -790970.437500 Penalty: 4621.118164
	Iteration 49Q: 3 clusters Score -790970.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -790975.062500 Penalty: 4621.118164
	Iteration 50Q: 3 clusters Score -790975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -790976.937500 Penalty: 4621.118164
	Iteration 51Q: 3 clusters Score -790976.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -790980.750000 Penalty: 4621.118164
	Iteration 52Q: 3 clusters Score -790980.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -790981.500000 Penalty: 4621.118164
	Iteration 53Q: 3 clusters Score -790981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -790982.375000 Penalty: 4621.118164
	Iteration 54Q: 3 clusters Score -790982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -790983.250000 Penalty: 4621.118164
	Iteration 55Q: 3 clusters Score -790983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -790982.937500 Penalty: 4621.118164
	Iteration 56Q: 3 clusters Score -790982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -790985.687500 Penalty: 4621.118164
	Iteration 57Q: 3 clusters Score -790985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -790986.625000 Penalty: 4621.118164
	Iteration 58Q: 3 clusters Score -790986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -790987.437500 Penalty: 4621.118164
	Iteration 59Q: 3 clusters Score -790987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -790987.375000 Penalty: 4621.118164
	Iteration 60F: 3 clusters Score -790987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -790988.187500 Penalty: 4621.118164
	Iteration 61Q: 3 clusters Score -790988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -790988.187500 Penalty: 4621.118164
	Iteration 62F: 3 clusters Score -790988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Entering Unmasked Estep 
Score: -763281.187500 Penalty: 2272.641602
	Iteration 0F: 2 clusters Score -763281.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -755894.375000 Penalty: 4545.283203
	Iteration 0F: 3 clusters Score -755894.4 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -758124.750000 Penalty: 4545.283203
	Iteration 1F: 3 clusters Score -758124.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -758496.187500 Penalty: 4545.283203
	Iteration 2F: 3 clusters Score -758496.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -758835.937500 Penalty: 4545.283203
	Iteration 3F: 3 clusters Score -758835.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -759220.687500 Penalty: 4545.283203
	Iteration 4F: 3 clusters Score -759220.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -759598.062500 Penalty: 4545.283203
	Iteration 5Q: 3 clusters Score -759598.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -759942.000000 Penalty: 4545.283203
	Iteration 6F: 3 clusters Score -759942 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -760233.375000 Penalty: 4545.283203
	Iteration 7Q: 3 clusters Score -760233.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -760542.437500 Penalty: 4545.283203
	Iteration 8Q: 3 clusters Score -760542.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -760847.062500 Penalty: 4545.283203
	Iteration 9Q: 3 clusters Score -760847.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -761121.062500 Penalty: 4545.283203
	Iteration 10Q: 3 clusters Score -761121.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -761380.625000 Penalty: 4545.283203
	Iteration 11Q: 3 clusters Score -761380.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -761616.625000 Penalty: 4545.283203
	Iteration 12Q: 3 clusters Score -761616.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -761890.875000 Penalty: 4545.283203
	Iteration 13Q: 3 clusters Score -761890.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -762173.437500 Penalty: 4545.283203
	Iteration 14Q: 3 clusters Score -762173.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -762431.062500 Penalty: 4545.283203
	Iteration 15Q: 3 clusters Score -762431.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -762648.875000 Penalty: 4545.283203
	Iteration 16Q: 3 clusters Score -762648.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -762794.625000 Penalty: 4545.283203
	Iteration 17Q: 3 clusters Score -762794.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -762873.562500 Penalty: 4545.283203
	Iteration 18Q: 3 clusters Score -762873.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -762914.625000 Penalty: 4545.283203
	Iteration 19Q: 3 clusters Score -762914.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -762934.312500 Penalty: 4545.283203
	Iteration 20F: 3 clusters Score -762934.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -762943.875000 Penalty: 4545.283203
	Iteration 21Q: 3 clusters Score -762943.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -762952.750000 Penalty: 4545.283203
	Iteration 22Q: 3 clusters Score -762952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -762955.437500 Penalty: 4545.283203
	Iteration 23Q: 3 clusters Score -762955.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -762962.062500 Penalty: 4545.283203
	Iteration 24Q: 3 clusters Score -762962.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -762967.500000 Penalty: 4545.283203
	Iteration 25Q: 3 clusters Score -762967.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -762973.875000 Penalty: 4545.283203
	Iteration 26Q: 3 clusters Score -762973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -762977.062500 Penalty: 4545.283203
	Iteration 27Q: 3 clusters Score -762977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -762974.062500 Penalty: 4545.283203
	Iteration 28Q: 3 clusters Score -762974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -762976.812500 Penalty: 4545.283203
	Iteration 29Q: 3 clusters Score -762976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -762976.312500 Penalty: 4545.283203
	Iteration 30Q: 3 clusters Score -762976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -762976.375000 Penalty: 4545.283203
	Iteration 31Q: 3 clusters Score -762976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -762975.937500 Penalty: 4545.283203
	Iteration 32Q: 3 clusters Score -762975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -762975.937500 Penalty: 4545.283203
	Iteration 33F: 3 clusters Score -762975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -100942.781250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -100942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -98758.882812 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -98758.88 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99127.093750 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -99127.09 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99237.554688 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -99237.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99289.625000 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -99289.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99319.460938 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -99319.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99340.812500 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -99340.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99371.359375 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -99371.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99395.531250 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -99395.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -99421.203125 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -99421.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99453.039062 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -99453.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99490.921875 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -99490.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99530.140625 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -99530.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99583.343750 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -99583.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99639.070312 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -99639.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99676.039062 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -99676.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99700.640625 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -99700.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99723.695312 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -99723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99732.648438 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -99732.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99742.929688 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -99742.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99749.593750 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -99749.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99751.968750 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -99751.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99754.585938 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -99754.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -99755.046875 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -99755.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -99756.125000 Penalty: 3577.663818
	Iteration 23Q: 3 clusters Score -99756.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99757.265625 Penalty: 3577.663818
	Iteration 24Q: 3 clusters Score -99757.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99758.828125 Penalty: 3577.663818
	Iteration 25Q: 3 clusters Score -99758.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99761.679688 Penalty: 3577.663818
	Iteration 26Q: 3 clusters Score -99761.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99762.882812 Penalty: 3577.663818
	Iteration 27Q: 3 clusters Score -99762.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99769.835938 Penalty: 3577.663818
	Iteration 28Q: 3 clusters Score -99769.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99772.492188 Penalty: 3577.663818
	Iteration 29Q: 3 clusters Score -99772.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99777.359375 Penalty: 3577.663818
	Iteration 30Q: 3 clusters Score -99777.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99785.492188 Penalty: 3577.663818
	Iteration 31Q: 3 clusters Score -99785.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99794.671875 Penalty: 3577.663818
	Iteration 32Q: 3 clusters Score -99794.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99803.695312 Penalty: 3577.663818
	Iteration 33Q: 3 clusters Score -99803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99815.070312 Penalty: 3577.663818
	Iteration 34Q: 3 clusters Score -99815.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99821.765625 Penalty: 3577.663818
	Iteration 35Q: 3 clusters Score -99821.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99825.554688 Penalty: 3577.663818
	Iteration 36Q: 3 clusters Score -99825.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99836.289062 Penalty: 3577.663818
	Iteration 37Q: 3 clusters Score -99836.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99844.500000 Penalty: 3577.663818
	Iteration 38Q: 3 clusters Score -99844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99845.406250 Penalty: 3577.663818
	Iteration 39Q: 3 clusters Score -99845.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99845.406250 Penalty: 3577.663818
	Iteration 40F: 3 clusters Score -99845.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -735168.312500 Penalty: 2259.189453
	Iteration 0F: 2 clusters Score -735168.3 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 4501 members 
Entering Unmasked Estep 
Score: -728042.187500 Penalty: 4518.378906
	Iteration 0F: 3 clusters Score -728042.2 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -730232.562500 Penalty: 4518.378906
	Iteration 1F: 3 clusters Score -730232.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -730618.687500 Penalty: 4518.378906
	Iteration 2F: 3 clusters Score -730618.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -730934.000000 Penalty: 4518.378906
	Iteration 3F: 3 clusters Score -730934 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -731171.500000 Penalty: 4518.378906
	Iteration 4F: 3 clusters Score -731171.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -731354.750000 Penalty: 4518.378906
	Iteration 5Q: 3 clusters Score -731354.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -731522.375000 Penalty: 4518.378906
	Iteration 6Q: 3 clusters Score -731522.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -731686.062500 Penalty: 4518.378906
	Iteration 7Q: 3 clusters Score -731686.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -731853.875000 Penalty: 4518.378906
	Iteration 8Q: 3 clusters Score -731853.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -732030.000000 Penalty: 4518.378906
	Iteration 9Q: 3 clusters Score -732030 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -732203.875000 Penalty: 4518.378906
	Iteration 10Q: 3 clusters Score -732203.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -732380.375000 Penalty: 4518.378906
	Iteration 11Q: 3 clusters Score -732380.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -732545.437500 Penalty: 4518.378906
	Iteration 12Q: 3 clusters Score -732545.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -732710.750000 Penalty: 4518.378906
	Iteration 13Q: 3 clusters Score -732710.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -732857.312500 Penalty: 4518.378906
	Iteration 14Q: 3 clusters Score -732857.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -733006.500000 Penalty: 4518.378906
	Iteration 15Q: 3 clusters Score -733006.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -733132.250000 Penalty: 4518.378906
	Iteration 16Q: 3 clusters Score -733132.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -733234.625000 Penalty: 4518.378906
	Iteration 17Q: 3 clusters Score -733234.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -733307.562500 Penalty: 4518.378906
	Iteration 18Q: 3 clusters Score -733307.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -733360.250000 Penalty: 4518.378906
	Iteration 19Q: 3 clusters Score -733360.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -733394.875000 Penalty: 4518.378906
	Iteration 20F: 3 clusters Score -733394.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -733419.062500 Penalty: 4518.378906
	Iteration 21Q: 3 clusters Score -733419.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -733437.437500 Penalty: 4518.378906
	Iteration 22Q: 3 clusters Score -733437.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -733453.000000 Penalty: 4518.378906
	Iteration 23Q: 3 clusters Score -733453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -733464.687500 Penalty: 4518.378906
	Iteration 24Q: 3 clusters Score -733464.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -733476.437500 Penalty: 4518.378906
	Iteration 25Q: 3 clusters Score -733476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -733480.000000 Penalty: 4518.378906
	Iteration 26Q: 3 clusters Score -733480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -733484.312500 Penalty: 4518.378906
	Iteration 27Q: 3 clusters Score -733484.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -733487.000000 Penalty: 4518.378906
	Iteration 28Q: 3 clusters Score -733487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -733494.625000 Penalty: 4518.378906
	Iteration 29Q: 3 clusters Score -733494.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -733496.562500 Penalty: 4518.378906
	Iteration 30Q: 3 clusters Score -733496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -733503.750000 Penalty: 4518.378906
	Iteration 31Q: 3 clusters Score -733503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -733505.812500 Penalty: 4518.378906
	Iteration 32Q: 3 clusters Score -733505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -733510.187500 Penalty: 4518.378906
	Iteration 33Q: 3 clusters Score -733510.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -733513.750000 Penalty: 4518.378906
	Iteration 34Q: 3 clusters Score -733513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -733517.437500 Penalty: 4518.378906
	Iteration 35Q: 3 clusters Score -733517.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -733517.625000 Penalty: 4518.378906
	Iteration 36Q: 3 clusters Score -733517.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -733521.062500 Penalty: 4518.378906
	Iteration 37Q: 3 clusters Score -733521.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -733520.812500 Penalty: 4518.378906
	Iteration 38Q: 3 clusters Score -733520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -733522.375000 Penalty: 4518.378906
	Iteration 39Q: 3 clusters Score -733522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -733523.750000 Penalty: 4518.378906
	Iteration 40F: 3 clusters Score -733523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -733524.437500 Penalty: 4518.378906
	Iteration 41Q: 3 clusters Score -733524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -733524.875000 Penalty: 4518.378906
	Iteration 42Q: 3 clusters Score -733524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -733525.812500 Penalty: 4518.378906
	Iteration 43Q: 3 clusters Score -733525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -733527.187500 Penalty: 4518.378906
	Iteration 44Q: 3 clusters Score -733527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -733529.562500 Penalty: 4518.378906
	Iteration 45Q: 3 clusters Score -733529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -733530.500000 Penalty: 4518.378906
	Iteration 46Q: 3 clusters Score -733530.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -733535.750000 Penalty: 4518.378906
	Iteration 47Q: 3 clusters Score -733535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -733535.687500 Penalty: 4518.378906
	Iteration 48Q: 3 clusters Score -733535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -733536.187500 Penalty: 4518.378906
	Iteration 49Q: 3 clusters Score -733536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -733536.187500 Penalty: 4518.378906
	Iteration 50Q: 3 clusters Score -733536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -733536.062500 Penalty: 4518.378906
	Iteration 51Q: 3 clusters Score -733536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -733537.250000 Penalty: 4518.378906
	Iteration 52Q: 3 clusters Score -733537.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -733537.312500 Penalty: 4518.378906
	Iteration 53Q: 3 clusters Score -733537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -733537.312500 Penalty: 4518.378906
	Iteration 54F: 3 clusters Score -733537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Entering Unmasked Estep 
Score: -5070741.000000 Penalty: 2732.229492
	Iteration 0F: 2 clusters Score -5070741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5029975.500000 Penalty: 5464.458984
	Iteration 0F: 3 clusters Score -5029976 nChanged 28182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -5045690.500000 Penalty: 5464.458984
	Iteration 1F: 3 clusters Score -5045690 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -5046311.000000 Penalty: 5464.458984
	Iteration 2Q: 3 clusters Score -5046311 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -5046971.000000 Penalty: 5464.458984
	Iteration 3Q: 3 clusters Score -5046971 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -5047728.500000 Penalty: 5464.458984
	Iteration 4Q: 3 clusters Score -5047728 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -5048652.500000 Penalty: 5464.458984
	Iteration 5Q: 3 clusters Score -5048652 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5049894.000000 Penalty: 5464.458984
	Iteration 6Q: 3 clusters Score -5049894 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5051490.000000 Penalty: 5464.458984
	Iteration 7Q: 3 clusters Score -5051490 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5053156.500000 Penalty: 5464.458984
	Iteration 8F: 3 clusters Score -5053156 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5054779.000000 Penalty: 5464.458984
	Iteration 9F: 3 clusters Score -5054779 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -5056057.000000 Penalty: 5464.458984
	Iteration 10Q: 3 clusters Score -5056057 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5057274.000000 Penalty: 5464.458984
	Iteration 11Q: 3 clusters Score -5057274 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5058278.000000 Penalty: 5464.458984
	Iteration 12Q: 3 clusters Score -5058278 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5059189.000000 Penalty: 5464.458984
	Iteration 13Q: 3 clusters Score -5059189 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5060029.500000 Penalty: 5464.458984
	Iteration 14Q: 3 clusters Score -5060030 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5060957.000000 Penalty: 5464.458984
	Iteration 15Q: 3 clusters Score -5060957 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -5062015.500000 Penalty: 5464.458984
	Iteration 16Q: 3 clusters Score -5062016 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -5063067.000000 Penalty: 5464.458984
	Iteration 17Q: 3 clusters Score -5063067 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -5064090.000000 Penalty: 5464.458984
	Iteration 18Q: 3 clusters Score -5064090 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -5065042.500000 Penalty: 5464.458984
	Iteration 19Q: 3 clusters Score -5065042 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -5065874.000000 Penalty: 5464.458984
	Iteration 20F: 3 clusters Score -5065874 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -5066642.500000 Penalty: 5464.458984
	Iteration 21Q: 3 clusters Score -5066642 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -5067253.000000 Penalty: 5464.458984
	Iteration 22Q: 3 clusters Score -5067253 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -5067687.000000 Penalty: 5464.458984
	Iteration 23Q: 3 clusters Score -5067687 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -5068054.500000 Penalty: 5464.458984
	Iteration 24Q: 3 clusters Score -5068054 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -5068299.000000 Penalty: 5464.458984
	Iteration 25Q: 3 clusters Score -5068299 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -5068473.000000 Penalty: 5464.458984
	Iteration 26Q: 3 clusters Score -5068473 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -5068558.500000 Penalty: 5464.458984
	Iteration 27Q: 3 clusters Score -5068558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -5068604.000000 Penalty: 5464.458984
	Iteration 28Q: 3 clusters Score -5068604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -5068642.000000 Penalty: 5464.458984
	Iteration 29Q: 3 clusters Score -5068642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -5068654.500000 Penalty: 5464.458984
	Iteration 30Q: 3 clusters Score -5068654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -5068675.500000 Penalty: 5464.458984
	Iteration 31Q: 3 clusters Score -5068676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -5068690.500000 Penalty: 5464.458984
	Iteration 32Q: 3 clusters Score -5068690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -5068702.000000 Penalty: 5464.458984
	Iteration 33Q: 3 clusters Score -5068702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -5068725.000000 Penalty: 5464.458984
	Iteration 34Q: 3 clusters Score -5068725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -5068738.500000 Penalty: 5464.458984
	Iteration 35Q: 3 clusters Score -5068738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -5068745.500000 Penalty: 5464.458984
	Iteration 36Q: 3 clusters Score -5068746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -5068740.500000 Penalty: 5464.458984
	Iteration 37Q: 3 clusters Score -5068740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -5068751.000000 Penalty: 5464.458984
	Iteration 38Q: 3 clusters Score -5068751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -5068748.500000 Penalty: 5464.458984
	Iteration 39Q: 3 clusters Score -5068748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -5068759.000000 Penalty: 5464.458984
	Iteration 40F: 3 clusters Score -5068759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -5068761.000000 Penalty: 5464.458984
	Iteration 41Q: 3 clusters Score -5068761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -5068757.500000 Penalty: 5464.458984
	Iteration 42Q: 3 clusters Score -5068758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -5068758.000000 Penalty: 5464.458984
	Iteration 43Q: 3 clusters Score -5068758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -5068765.500000 Penalty: 5464.458984
	Iteration 44Q: 3 clusters Score -5068766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -5068772.000000 Penalty: 5464.458984
	Iteration 45Q: 3 clusters Score -5068772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -5068775.000000 Penalty: 5464.458984
	Iteration 46Q: 3 clusters Score -5068775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -5068775.500000 Penalty: 5464.458984
	Iteration 47Q: 3 clusters Score -5068776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -5068767.500000 Penalty: 5464.458984
	Iteration 48Q: 3 clusters Score -5068768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -5068767.000000 Penalty: 5464.458984
	Iteration 49Q: 3 clusters Score -5068767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -5068767.000000 Penalty: 5464.458984
	Iteration 50F: 3 clusters Score -5068767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Entering Unmasked Estep 
Score: -1317745.500000 Penalty: 2396.803955
	Iteration 0F: 2 clusters Score -1317746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1306371.500000 Penalty: 4793.607910
	Iteration 0F: 3 clusters Score -1306372 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1310250.250000 Penalty: 4793.607910
	Iteration 1F: 3 clusters Score -1310250 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1310985.000000 Penalty: 4793.607910
	Iteration 2F: 3 clusters Score -1310985 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1311782.750000 Penalty: 4793.607910
	Iteration 3F: 3 clusters Score -1311783 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1312609.250000 Penalty: 4793.607910
	Iteration 4F: 3 clusters Score -1312609 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1313412.000000 Penalty: 4793.607910
	Iteration 5F: 3 clusters Score -1313412 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1314086.000000 Penalty: 4793.607910
	Iteration 6F: 3 clusters Score -1314086 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1314695.000000 Penalty: 4793.607910
	Iteration 7F: 3 clusters Score -1314695 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1315151.375000 Penalty: 4793.607910
	Iteration 8Q: 3 clusters Score -1315151 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1315424.625000 Penalty: 4793.607910
	Iteration 9Q: 3 clusters Score -1315425 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1315618.125000 Penalty: 4793.607910
	Iteration 10Q: 3 clusters Score -1315618 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1315773.000000 Penalty: 4793.607910
	Iteration 11Q: 3 clusters Score -1315773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1315932.000000 Penalty: 4793.607910
	Iteration 12Q: 3 clusters Score -1315932 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1316081.250000 Penalty: 4793.607910
	Iteration 13Q: 3 clusters Score -1316081 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1316240.500000 Penalty: 4793.607910
	Iteration 14Q: 3 clusters Score -1316240 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1316393.500000 Penalty: 4793.607910
	Iteration 15Q: 3 clusters Score -1316394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1316518.375000 Penalty: 4793.607910
	Iteration 16Q: 3 clusters Score -1316518 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1316605.625000 Penalty: 4793.607910
	Iteration 17Q: 3 clusters Score -1316606 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1316671.125000 Penalty: 4793.607910
	Iteration 18Q: 3 clusters Score -1316671 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1316711.500000 Penalty: 4793.607910
	Iteration 19Q: 3 clusters Score -1316712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1316743.875000 Penalty: 4793.607910
	Iteration 20F: 3 clusters Score -1316744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1316771.000000 Penalty: 4793.607910
	Iteration 21Q: 3 clusters Score -1316771 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1316789.000000 Penalty: 4793.607910
	Iteration 22Q: 3 clusters Score -1316789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1316806.250000 Penalty: 4793.607910
	Iteration 23Q: 3 clusters Score -1316806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1316816.750000 Penalty: 4793.607910
	Iteration 24Q: 3 clusters Score -1316817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1316822.875000 Penalty: 4793.607910
	Iteration 25Q: 3 clusters Score -1316823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1316828.000000 Penalty: 4793.607910
	Iteration 26Q: 3 clusters Score -1316828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1316834.000000 Penalty: 4793.607910
	Iteration 27Q: 3 clusters Score -1316834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1316834.750000 Penalty: 4793.607910
	Iteration 28Q: 3 clusters Score -1316835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1316839.625000 Penalty: 4793.607910
	Iteration 29Q: 3 clusters Score -1316840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1316839.875000 Penalty: 4793.607910
	Iteration 30Q: 3 clusters Score -1316840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1316840.000000 Penalty: 4793.607910
	Iteration 31Q: 3 clusters Score -1316840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1316837.875000 Penalty: 4793.607910
	Iteration 32Q: 3 clusters Score -1316838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1316841.875000 Penalty: 4793.607910
	Iteration 33Q: 3 clusters Score -1316842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1316840.375000 Penalty: 4793.607910
	Iteration 34Q: 3 clusters Score -1316840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1316841.750000 Penalty: 4793.607910
	Iteration 35Q: 3 clusters Score -1316842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1316841.875000 Penalty: 4793.607910
	Iteration 36Q: 3 clusters Score -1316842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1316841.875000 Penalty: 4793.607910
	Iteration 37F: 3 clusters Score -1316842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -178969.171875 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -178969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -176203.750000 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -176203.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -176737.609375 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -176737.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -176896.343750 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -176896.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -176989.953125 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -176990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -177052.296875 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -177052.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -177087.484375 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -177087.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -177118.000000 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -177118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -177141.703125 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -177141.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -177163.468750 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -177163.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -177191.937500 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -177191.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -177224.593750 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -177224.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -177252.640625 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -177252.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -177276.609375 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -177276.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -177295.750000 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -177295.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -177320.781250 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -177320.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -177348.593750 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -177348.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -177387.640625 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -177387.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -177433.046875 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -177433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -177467.781250 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -177467.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -177501.687500 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -177501.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -177530.468750 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -177530.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -177560.359375 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -177560.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -177593.609375 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -177593.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -177633.156250 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -177633.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -177684.343750 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -177684.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -177732.968750 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -177733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -177759.578125 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -177759.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -177775.250000 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -177775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -177783.515625 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -177783.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -177789.640625 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -177789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -177796.890625 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -177796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -177801.421875 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -177801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -177805.046875 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -177805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -177807.859375 Penalty: 3823.594238
	Iteration 33Q: 3 clusters Score -177807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -177812.328125 Penalty: 3823.594238
	Iteration 34Q: 3 clusters Score -177812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -177815.015625 Penalty: 3823.594238
	Iteration 35Q: 3 clusters Score -177815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -177816.406250 Penalty: 3823.594238
	Iteration 36Q: 3 clusters Score -177816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -177818.203125 Penalty: 3823.594238
	Iteration 37Q: 3 clusters Score -177818.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -177819.843750 Penalty: 3823.594238
	Iteration 38Q: 3 clusters Score -177819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -177820.546875 Penalty: 3823.594238
	Iteration 39Q: 3 clusters Score -177820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -177821.281250 Penalty: 3823.594238
	Iteration 40F: 3 clusters Score -177821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -177821.843750 Penalty: 3823.594238
	Iteration 41Q: 3 clusters Score -177821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -177822.468750 Penalty: 3823.594238
	Iteration 42Q: 3 clusters Score -177822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -177823.421875 Penalty: 3823.594238
	Iteration 43Q: 3 clusters Score -177823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -177823.750000 Penalty: 3823.594238
	Iteration 44Q: 3 clusters Score -177823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -177823.750000 Penalty: 3823.594238
	Iteration 45F: 3 clusters Score -177823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -88684.984375 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -88684.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -86685.914062 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -86685.91 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -86972.109375 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -86972.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87047.046875 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -87047.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87084.750000 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -87084.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87100.109375 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -87100.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87113.132812 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -87113.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87119.398438 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -87119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87125.203125 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -87125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -87134.078125 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -87134.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87138.695312 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -87138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87144.046875 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -87144.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87147.132812 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -87147.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87149.828125 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -87149.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87152.406250 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -87152.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87160.937500 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -87160.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87165.390625 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -87165.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87165.390625 Penalty: 3482.014648
	Iteration 16F: 3 clusters Score -87165.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -110723.945312 Penalty: 1876.059692
	Iteration 0F: 2 clusters Score -110723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -108235.750000 Penalty: 3752.119385
	Iteration 0F: 3 clusters Score -108235.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108933.351562 Penalty: 3752.119385
	Iteration 1F: 3 clusters Score -108933.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -109299.773438 Penalty: 3752.119385
	Iteration 2F: 3 clusters Score -109299.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -109675.515625 Penalty: 3752.119385
	Iteration 3F: 3 clusters Score -109675.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -110085.015625 Penalty: 3752.119385
	Iteration 4F: 3 clusters Score -110085 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -110344.921875 Penalty: 3752.119385
	Iteration 5F: 3 clusters Score -110344.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110503.289062 Penalty: 3752.119385
	Iteration 6Q: 3 clusters Score -110503.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -110593.789062 Penalty: 3752.119385
	Iteration 7Q: 3 clusters Score -110593.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -110669.296875 Penalty: 3752.119385
	Iteration 8Q: 3 clusters Score -110669.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110714.343750 Penalty: 3752.119385
	Iteration 9Q: 3 clusters Score -110714.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110731.664062 Penalty: 3752.119385
	Iteration 10Q: 3 clusters Score -110731.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110745.726562 Penalty: 3752.119385
	Iteration 11Q: 3 clusters Score -110745.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110751.570312 Penalty: 3752.119385
	Iteration 12Q: 3 clusters Score -110751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110759.359375 Penalty: 3752.119385
	Iteration 13Q: 3 clusters Score -110759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110764.148438 Penalty: 3752.119385
	Iteration 14Q: 3 clusters Score -110764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110764.992188 Penalty: 3752.119385
	Iteration 15F: 3 clusters Score -110765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110767.125000 Penalty: 3752.119385
	Iteration 16Q: 3 clusters Score -110767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110767.625000 Penalty: 3752.119385
	Iteration 17Q: 3 clusters Score -110767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110768.226562 Penalty: 3752.119385
	Iteration 18Q: 3 clusters Score -110768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110768.226562 Penalty: 3752.119385
	Iteration 19F: 3 clusters Score -110768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1313 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 616 members 
Entering Unmasked Estep 
Score: -51173280.000000 Penalty: 182728.750000
Splitting cluster 26 changes total score from -51174520.000000 to -51173280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (19401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Entering Unmasked Estep 
Score: -1665133.375000 Penalty: 2448.523926
	Iteration 0F: 2 clusters Score -1665133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1651450.250000 Penalty: 4897.047852
	Iteration 0F: 3 clusters Score -1651450 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1656203.125000 Penalty: 4897.047852
	Iteration 1F: 3 clusters Score -1656203 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1656852.000000 Penalty: 4897.047852
	Iteration 2F: 3 clusters Score -1656852 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1657579.500000 Penalty: 4897.047852
	Iteration 3F: 3 clusters Score -1657580 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1658443.875000 Penalty: 4897.047852
	Iteration 4F: 3 clusters Score -1658444 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1659375.125000 Penalty: 4897.047852
	Iteration 5F: 3 clusters Score -1659375 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1660186.625000 Penalty: 4897.047852
	Iteration 6F: 3 clusters Score -1660187 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1660662.750000 Penalty: 4897.047852
	Iteration 7F: 3 clusters Score -1660663 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1660926.000000 Penalty: 4897.047852
	Iteration 8Q: 3 clusters Score -1660926 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1661091.750000 Penalty: 4897.047852
	Iteration 9Q: 3 clusters Score -1661092 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1661214.500000 Penalty: 4897.047852
	Iteration 10Q: 3 clusters Score -1661214 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1661282.875000 Penalty: 4897.047852
	Iteration 11Q: 3 clusters Score -1661283 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1661345.125000 Penalty: 4897.047852
	Iteration 12Q: 3 clusters Score -1661345 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1661390.375000 Penalty: 4897.047852
	Iteration 13Q: 3 clusters Score -1661390 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1661426.250000 Penalty: 4897.047852
	Iteration 14Q: 3 clusters Score -1661426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1661463.000000 Penalty: 4897.047852
	Iteration 15Q: 3 clusters Score -1661463 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1661501.375000 Penalty: 4897.047852
	Iteration 16Q: 3 clusters Score -1661501 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1661528.875000 Penalty: 4897.047852
	Iteration 17Q: 3 clusters Score -1661529 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1661558.250000 Penalty: 4897.047852
	Iteration 18Q: 3 clusters Score -1661558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1661576.625000 Penalty: 4897.047852
	Iteration 19Q: 3 clusters Score -1661577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1661620.000000 Penalty: 4897.047852
	Iteration 20F: 3 clusters Score -1661620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1661669.125000 Penalty: 4897.047852
	Iteration 21Q: 3 clusters Score -1661669 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1661707.500000 Penalty: 4897.047852
	Iteration 22Q: 3 clusters Score -1661708 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1661755.250000 Penalty: 4897.047852
	Iteration 23Q: 3 clusters Score -1661755 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1661801.625000 Penalty: 4897.047852
	Iteration 24Q: 3 clusters Score -1661802 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1661843.750000 Penalty: 4897.047852
	Iteration 25Q: 3 clusters Score -1661844 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1661900.250000 Penalty: 4897.047852
	Iteration 26Q: 3 clusters Score -1661900 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1661948.375000 Penalty: 4897.047852
	Iteration 27Q: 3 clusters Score -1661948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1661997.750000 Penalty: 4897.047852
	Iteration 28Q: 3 clusters Score -1661998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1662036.500000 Penalty: 4897.047852
	Iteration 29Q: 3 clusters Score -1662036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1662076.750000 Penalty: 4897.047852
	Iteration 30Q: 3 clusters Score -1662077 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1662132.625000 Penalty: 4897.047852
	Iteration 31Q: 3 clusters Score -1662133 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1662181.875000 Penalty: 4897.047852
	Iteration 32Q: 3 clusters Score -1662182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1662229.750000 Penalty: 4897.047852
	Iteration 33Q: 3 clusters Score -1662230 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1662272.625000 Penalty: 4897.047852
	Iteration 34Q: 3 clusters Score -1662273 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1662305.625000 Penalty: 4897.047852
	Iteration 35Q: 3 clusters Score -1662306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1662348.375000 Penalty: 4897.047852
	Iteration 36Q: 3 clusters Score -1662348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1662385.750000 Penalty: 4897.047852
	Iteration 37Q: 3 clusters Score -1662386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1662417.625000 Penalty: 4897.047852
	Iteration 38Q: 3 clusters Score -1662418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1662442.625000 Penalty: 4897.047852
	Iteration 39Q: 3 clusters Score -1662443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1662466.875000 Penalty: 4897.047852
	Iteration 40F: 3 clusters Score -1662467 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1662490.500000 Penalty: 4897.047852
	Iteration 41Q: 3 clusters Score -1662490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1662510.125000 Penalty: 4897.047852
	Iteration 42Q: 3 clusters Score -1662510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1662524.625000 Penalty: 4897.047852
	Iteration 43Q: 3 clusters Score -1662525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1662561.125000 Penalty: 4897.047852
	Iteration 44Q: 3 clusters Score -1662561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1662581.000000 Penalty: 4897.047852
	Iteration 45Q: 3 clusters Score -1662581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1662601.250000 Penalty: 4897.047852
	Iteration 46Q: 3 clusters Score -1662601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1662627.000000 Penalty: 4897.047852
	Iteration 47Q: 3 clusters Score -1662627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1662644.250000 Penalty: 4897.047852
	Iteration 48Q: 3 clusters Score -1662644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1662656.500000 Penalty: 4897.047852
	Iteration 49Q: 3 clusters Score -1662656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1662674.875000 Penalty: 4897.047852
	Iteration 50Q: 3 clusters Score -1662675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1662693.000000 Penalty: 4897.047852
	Iteration 51Q: 3 clusters Score -1662693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1662715.875000 Penalty: 4897.047852
	Iteration 52Q: 3 clusters Score -1662716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1662731.000000 Penalty: 4897.047852
	Iteration 53Q: 3 clusters Score -1662731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1662747.625000 Penalty: 4897.047852
	Iteration 54Q: 3 clusters Score -1662748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1662765.875000 Penalty: 4897.047852
	Iteration 55Q: 3 clusters Score -1662766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1662785.875000 Penalty: 4897.047852
	Iteration 56Q: 3 clusters Score -1662786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -1662804.875000 Penalty: 4897.047852
	Iteration 57Q: 3 clusters Score -1662805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1662823.625000 Penalty: 4897.047852
	Iteration 58Q: 3 clusters Score -1662824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1662844.625000 Penalty: 4897.047852
	Iteration 59Q: 3 clusters Score -1662845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1662872.625000 Penalty: 4897.047852
	Iteration 60F: 3 clusters Score -1662873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1662891.125000 Penalty: 4897.047852
	Iteration 61Q: 3 clusters Score -1662891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1662904.875000 Penalty: 4897.047852
	Iteration 62Q: 3 clusters Score -1662905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1662942.625000 Penalty: 4897.047852
	Iteration 63Q: 3 clusters Score -1662943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1662983.750000 Penalty: 4897.047852
	Iteration 64Q: 3 clusters Score -1662984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1663029.125000 Penalty: 4897.047852
	Iteration 65Q: 3 clusters Score -1663029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1663061.875000 Penalty: 4897.047852
	Iteration 66Q: 3 clusters Score -1663062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1663091.250000 Penalty: 4897.047852
	Iteration 67Q: 3 clusters Score -1663091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1663123.625000 Penalty: 4897.047852
	Iteration 68Q: 3 clusters Score -1663124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1663163.250000 Penalty: 4897.047852
	Iteration 69Q: 3 clusters Score -1663163 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1663185.875000 Penalty: 4897.047852
	Iteration 70Q: 3 clusters Score -1663186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1663204.000000 Penalty: 4897.047852
	Iteration 71Q: 3 clusters Score -1663204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1663219.375000 Penalty: 4897.047852
	Iteration 72Q: 3 clusters Score -1663219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1663231.125000 Penalty: 4897.047852
	Iteration 73Q: 3 clusters Score -1663231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1663239.875000 Penalty: 4897.047852
	Iteration 74Q: 3 clusters Score -1663240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1663246.625000 Penalty: 4897.047852
	Iteration 75Q: 3 clusters Score -1663247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1663250.000000 Penalty: 4897.047852
	Iteration 76Q: 3 clusters Score -1663250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1663253.375000 Penalty: 4897.047852
	Iteration 77Q: 3 clusters Score -1663253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1663254.375000 Penalty: 4897.047852
	Iteration 78Q: 3 clusters Score -1663254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1663262.000000 Penalty: 4897.047852
	Iteration 79Q: 3 clusters Score -1663262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1663271.250000 Penalty: 4897.047852
	Iteration 80F: 3 clusters Score -1663271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1663273.750000 Penalty: 4897.047852
	Iteration 81Q: 3 clusters Score -1663274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1663280.000000 Penalty: 4897.047852
	Iteration 82Q: 3 clusters Score -1663280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1663281.375000 Penalty: 4897.047852
	Iteration 83Q: 3 clusters Score -1663281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1663280.250000 Penalty: 4897.047852
	Iteration 84Q: 3 clusters Score -1663280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1663285.000000 Penalty: 4897.047852
	Iteration 85Q: 3 clusters Score -1663285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1663284.875000 Penalty: 4897.047852
	Iteration 86Q: 3 clusters Score -1663285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1663286.375000 Penalty: 4897.047852
	Iteration 87Q: 3 clusters Score -1663286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1663286.125000 Penalty: 4897.047852
	Iteration 88Q: 3 clusters Score -1663286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1663286.750000 Penalty: 4897.047852
	Iteration 89Q: 3 clusters Score -1663287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1663285.625000 Penalty: 4897.047852
	Iteration 90Q: 3 clusters Score -1663286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1663286.625000 Penalty: 4897.047852
	Iteration 91Q: 3 clusters Score -1663287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1663288.000000 Penalty: 4897.047852
	Iteration 92Q: 3 clusters Score -1663288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1663287.500000 Penalty: 4897.047852
	Iteration 93Q: 3 clusters Score -1663288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1663286.500000 Penalty: 4897.047852
	Iteration 94Q: 3 clusters Score -1663286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1663286.500000 Penalty: 4897.047852
	Iteration 95F: 3 clusters Score -1663286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Entering Unmasked Estep 
Score: -3198203.250000 Penalty: 2617.654297
	Iteration 0F: 2 clusters Score -3198203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3172268.750000 Penalty: 5235.308594
	Iteration 0F: 3 clusters Score -3172269 nChanged 17551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3181747.500000 Penalty: 5235.308594
	Iteration 1F: 3 clusters Score -3181748 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3182248.000000 Penalty: 5235.308594
	Iteration 2Q: 3 clusters Score -3182248 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3182642.250000 Penalty: 5235.308594
	Iteration 3Q: 3 clusters Score -3182642 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3183002.250000 Penalty: 5235.308594
	Iteration 4Q: 3 clusters Score -3183002 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3183358.750000 Penalty: 5235.308594
	Iteration 5Q: 3 clusters Score -3183359 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3183724.500000 Penalty: 5235.308594
	Iteration 6Q: 3 clusters Score -3183724 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3184115.500000 Penalty: 5235.308594
	Iteration 7Q: 3 clusters Score -3184116 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3184574.750000 Penalty: 5235.308594
	Iteration 8Q: 3 clusters Score -3184575 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3185155.750000 Penalty: 5235.308594
	Iteration 9Q: 3 clusters Score -3185156 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3185889.750000 Penalty: 5235.308594
	Iteration 10Q: 3 clusters Score -3185890 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3186671.750000 Penalty: 5235.308594
	Iteration 11Q: 3 clusters Score -3186672 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3187426.500000 Penalty: 5235.308594
	Iteration 12Q: 3 clusters Score -3187426 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3188046.750000 Penalty: 5235.308594
	Iteration 13Q: 3 clusters Score -3188047 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3188600.500000 Penalty: 5235.308594
	Iteration 14Q: 3 clusters Score -3188600 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3188979.500000 Penalty: 5235.308594
	Iteration 15Q: 3 clusters Score -3188980 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3189256.750000 Penalty: 5235.308594
	Iteration 16Q: 3 clusters Score -3189257 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3189468.000000 Penalty: 5235.308594
	Iteration 17Q: 3 clusters Score -3189468 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3189620.750000 Penalty: 5235.308594
	Iteration 18Q: 3 clusters Score -3189621 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3189762.250000 Penalty: 5235.308594
	Iteration 19Q: 3 clusters Score -3189762 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3189880.750000 Penalty: 5235.308594
	Iteration 20F: 3 clusters Score -3189881 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3190001.250000 Penalty: 5235.308594
	Iteration 21Q: 3 clusters Score -3190001 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3190144.250000 Penalty: 5235.308594
	Iteration 22Q: 3 clusters Score -3190144 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3190321.250000 Penalty: 5235.308594
	Iteration 23Q: 3 clusters Score -3190321 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3190516.250000 Penalty: 5235.308594
	Iteration 24Q: 3 clusters Score -3190516 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3190744.750000 Penalty: 5235.308594
	Iteration 25Q: 3 clusters Score -3190745 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3191058.250000 Penalty: 5235.308594
	Iteration 26Q: 3 clusters Score -3191058 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3191429.750000 Penalty: 5235.308594
	Iteration 27Q: 3 clusters Score -3191430 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3191837.000000 Penalty: 5235.308594
	Iteration 28Q: 3 clusters Score -3191837 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3192326.000000 Penalty: 5235.308594
	Iteration 29Q: 3 clusters Score -3192326 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3192910.500000 Penalty: 5235.308594
	Iteration 30Q: 3 clusters Score -3192910 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3193496.750000 Penalty: 5235.308594
	Iteration 31Q: 3 clusters Score -3193497 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3194117.000000 Penalty: 5235.308594
	Iteration 32Q: 3 clusters Score -3194117 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3194687.250000 Penalty: 5235.308594
	Iteration 33Q: 3 clusters Score -3194687 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3195150.000000 Penalty: 5235.308594
	Iteration 34Q: 3 clusters Score -3195150 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3195448.750000 Penalty: 5235.308594
	Iteration 35Q: 3 clusters Score -3195449 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3195675.000000 Penalty: 5235.308594
	Iteration 36Q: 3 clusters Score -3195675 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3195830.000000 Penalty: 5235.308594
	Iteration 37Q: 3 clusters Score -3195830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3195924.500000 Penalty: 5235.308594
	Iteration 38Q: 3 clusters Score -3195924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3195975.500000 Penalty: 5235.308594
	Iteration 39Q: 3 clusters Score -3195976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3196012.750000 Penalty: 5235.308594
	Iteration 40F: 3 clusters Score -3196013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3196062.500000 Penalty: 5235.308594
	Iteration 41Q: 3 clusters Score -3196062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3196091.500000 Penalty: 5235.308594
	Iteration 42Q: 3 clusters Score -3196092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3196126.750000 Penalty: 5235.308594
	Iteration 43Q: 3 clusters Score -3196127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3196143.000000 Penalty: 5235.308594
	Iteration 44Q: 3 clusters Score -3196143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3196150.250000 Penalty: 5235.308594
	Iteration 45Q: 3 clusters Score -3196150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3196163.250000 Penalty: 5235.308594
	Iteration 46Q: 3 clusters Score -3196163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3196175.000000 Penalty: 5235.308594
	Iteration 47Q: 3 clusters Score -3196175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3196178.750000 Penalty: 5235.308594
	Iteration 48Q: 3 clusters Score -3196179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3196186.250000 Penalty: 5235.308594
	Iteration 49Q: 3 clusters Score -3196186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3196200.000000 Penalty: 5235.308594
	Iteration 50Q: 3 clusters Score -3196200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3196206.250000 Penalty: 5235.308594
	Iteration 51Q: 3 clusters Score -3196206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3196207.750000 Penalty: 5235.308594
	Iteration 52Q: 3 clusters Score -3196208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3196210.750000 Penalty: 5235.308594
	Iteration 53Q: 3 clusters Score -3196211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3196213.500000 Penalty: 5235.308594
	Iteration 54Q: 3 clusters Score -3196214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3196213.500000 Penalty: 5235.308594
	Iteration 55F: 3 clusters Score -3196214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -54105.316406 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -54105.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52437.437500 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -52437.44 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52659.781250 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -52659.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52756.320312 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -52756.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -52809.367188 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -52809.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52867.382812 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -52867.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -52920.863281 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -52920.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53003.625000 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -53003.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -53145.300781 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -53145.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -53231.722656 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -53231.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53374.222656 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -53374.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -53432.722656 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -53432.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -53472.156250 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -53472.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53495.292969 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -53495.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -53501.746094 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -53501.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53506.402344 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -53506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -53506.402344 Penalty: 3248.626709
	Iteration 15F: 3 clusters Score -53506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -1348075.375000 Penalty: 2405.210449
	Iteration 0F: 2 clusters Score -1348075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1336392.000000 Penalty: 4810.420898
	Iteration 0F: 3 clusters Score -1336392 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1340146.250000 Penalty: 4810.420898
	Iteration 1F: 3 clusters Score -1340146 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1340460.375000 Penalty: 4810.420898
	Iteration 2F: 3 clusters Score -1340460 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1340700.375000 Penalty: 4810.420898
	Iteration 3Q: 3 clusters Score -1340700 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1340890.750000 Penalty: 4810.420898
	Iteration 4Q: 3 clusters Score -1340891 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1341061.125000 Penalty: 4810.420898
	Iteration 5Q: 3 clusters Score -1341061 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1341219.125000 Penalty: 4810.420898
	Iteration 6Q: 3 clusters Score -1341219 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1341381.750000 Penalty: 4810.420898
	Iteration 7Q: 3 clusters Score -1341382 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1341533.250000 Penalty: 4810.420898
	Iteration 8Q: 3 clusters Score -1341533 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1341701.000000 Penalty: 4810.420898
	Iteration 9Q: 3 clusters Score -1341701 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1341896.250000 Penalty: 4810.420898
	Iteration 10Q: 3 clusters Score -1341896 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1342073.625000 Penalty: 4810.420898
	Iteration 11Q: 3 clusters Score -1342074 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1342249.500000 Penalty: 4810.420898
	Iteration 12Q: 3 clusters Score -1342250 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1342429.125000 Penalty: 4810.420898
	Iteration 13Q: 3 clusters Score -1342429 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1342604.875000 Penalty: 4810.420898
	Iteration 14Q: 3 clusters Score -1342605 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1342771.625000 Penalty: 4810.420898
	Iteration 15Q: 3 clusters Score -1342772 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1342939.125000 Penalty: 4810.420898
	Iteration 16Q: 3 clusters Score -1342939 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1343117.875000 Penalty: 4810.420898
	Iteration 17Q: 3 clusters Score -1343118 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1343278.750000 Penalty: 4810.420898
	Iteration 18Q: 3 clusters Score -1343279 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1343427.000000 Penalty: 4810.420898
	Iteration 19Q: 3 clusters Score -1343427 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1343597.000000 Penalty: 4810.420898
	Iteration 20F: 3 clusters Score -1343597 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1343758.250000 Penalty: 4810.420898
	Iteration 21Q: 3 clusters Score -1343758 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1343946.000000 Penalty: 4810.420898
	Iteration 22Q: 3 clusters Score -1343946 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1344129.875000 Penalty: 4810.420898
	Iteration 23Q: 3 clusters Score -1344130 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1344302.375000 Penalty: 4810.420898
	Iteration 24Q: 3 clusters Score -1344302 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1344493.500000 Penalty: 4810.420898
	Iteration 25Q: 3 clusters Score -1344494 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1344696.500000 Penalty: 4810.420898
	Iteration 26Q: 3 clusters Score -1344696 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1344912.000000 Penalty: 4810.420898
	Iteration 27Q: 3 clusters Score -1344912 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1345125.875000 Penalty: 4810.420898
	Iteration 28Q: 3 clusters Score -1345126 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1345312.125000 Penalty: 4810.420898
	Iteration 29Q: 3 clusters Score -1345312 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1345476.625000 Penalty: 4810.420898
	Iteration 30Q: 3 clusters Score -1345477 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1345618.750000 Penalty: 4810.420898
	Iteration 31Q: 3 clusters Score -1345619 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1345739.500000 Penalty: 4810.420898
	Iteration 32Q: 3 clusters Score -1345740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1345845.750000 Penalty: 4810.420898
	Iteration 33Q: 3 clusters Score -1345846 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1345926.500000 Penalty: 4810.420898
	Iteration 34Q: 3 clusters Score -1345926 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1345985.375000 Penalty: 4810.420898
	Iteration 35Q: 3 clusters Score -1345985 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1346043.250000 Penalty: 4810.420898
	Iteration 36Q: 3 clusters Score -1346043 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1346090.625000 Penalty: 4810.420898
	Iteration 37Q: 3 clusters Score -1346091 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1346140.500000 Penalty: 4810.420898
	Iteration 38Q: 3 clusters Score -1346140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1346184.125000 Penalty: 4810.420898
	Iteration 39Q: 3 clusters Score -1346184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1346209.875000 Penalty: 4810.420898
	Iteration 40F: 3 clusters Score -1346210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1346236.000000 Penalty: 4810.420898
	Iteration 41Q: 3 clusters Score -1346236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1346252.250000 Penalty: 4810.420898
	Iteration 42Q: 3 clusters Score -1346252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1346269.000000 Penalty: 4810.420898
	Iteration 43Q: 3 clusters Score -1346269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1346286.875000 Penalty: 4810.420898
	Iteration 44Q: 3 clusters Score -1346287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1346305.875000 Penalty: 4810.420898
	Iteration 45Q: 3 clusters Score -1346306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1346321.125000 Penalty: 4810.420898
	Iteration 46Q: 3 clusters Score -1346321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1346343.625000 Penalty: 4810.420898
	Iteration 47Q: 3 clusters Score -1346344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1346353.750000 Penalty: 4810.420898
	Iteration 48Q: 3 clusters Score -1346354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1346362.000000 Penalty: 4810.420898
	Iteration 49Q: 3 clusters Score -1346362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1346373.375000 Penalty: 4810.420898
	Iteration 50Q: 3 clusters Score -1346373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1346381.625000 Penalty: 4810.420898
	Iteration 51Q: 3 clusters Score -1346382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1346386.125000 Penalty: 4810.420898
	Iteration 52Q: 3 clusters Score -1346386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1346392.125000 Penalty: 4810.420898
	Iteration 53Q: 3 clusters Score -1346392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1346395.375000 Penalty: 4810.420898
	Iteration 54Q: 3 clusters Score -1346395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1346396.750000 Penalty: 4810.420898
	Iteration 55Q: 3 clusters Score -1346397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1346401.625000 Penalty: 4810.420898
	Iteration 56Q: 3 clusters Score -1346402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1346404.375000 Penalty: 4810.420898
	Iteration 57Q: 3 clusters Score -1346404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1346406.125000 Penalty: 4810.420898
	Iteration 58Q: 3 clusters Score -1346406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1346406.375000 Penalty: 4810.420898
	Iteration 59Q: 3 clusters Score -1346406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1346408.625000 Penalty: 4810.420898
	Iteration 60F: 3 clusters Score -1346409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1346410.125000 Penalty: 4810.420898
	Iteration 61Q: 3 clusters Score -1346410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1346410.125000 Penalty: 4810.420898
	Iteration 62F: 3 clusters Score -1346410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Entering Unmasked Estep 
Score: -4691587.500000 Penalty: 2717.620605
	Iteration 0F: 2 clusters Score -4691588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4652851.500000 Penalty: 5435.241211
	Iteration 0F: 3 clusters Score -4652852 nChanged 26610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4667726.000000 Penalty: 5435.241211
	Iteration 1F: 3 clusters Score -4667726 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4668439.500000 Penalty: 5435.241211
	Iteration 2Q: 3 clusters Score -4668440 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4669141.000000 Penalty: 5435.241211
	Iteration 3Q: 3 clusters Score -4669141 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4669996.000000 Penalty: 5435.241211
	Iteration 4Q: 3 clusters Score -4669996 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4671052.000000 Penalty: 5435.241211
	Iteration 5Q: 3 clusters Score -4671052 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4672343.000000 Penalty: 5435.241211
	Iteration 6F: 3 clusters Score -4672343 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4674152.500000 Penalty: 5435.241211
	Iteration 7F: 3 clusters Score -4674152 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -4676378.000000 Penalty: 5435.241211
	Iteration 8F: 3 clusters Score -4676378 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -4678860.500000 Penalty: 5435.241211
	Iteration 9F: 3 clusters Score -4678860 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -4681212.000000 Penalty: 5435.241211
	Iteration 10F: 3 clusters Score -4681212 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -4683423.500000 Penalty: 5435.241211
	Iteration 11F: 3 clusters Score -4683424 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -4685300.500000 Penalty: 5435.241211
	Iteration 12Q: 3 clusters Score -4685300 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -4686725.000000 Penalty: 5435.241211
	Iteration 13Q: 3 clusters Score -4686725 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -4687721.000000 Penalty: 5435.241211
	Iteration 14Q: 3 clusters Score -4687721 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 56295 members 
Entering Unmasked Estep 
Score: -4688366.000000 Penalty: 5435.241211
	Iteration 15Q: 3 clusters Score -4688366 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -4688768.500000 Penalty: 5435.241211
	Iteration 16Q: 3 clusters Score -4688768 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -4688933.500000 Penalty: 5435.241211
	Iteration 17Q: 3 clusters Score -4688934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4689030.000000 Penalty: 5435.241211
	Iteration 18Q: 3 clusters Score -4689030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -4689093.500000 Penalty: 5435.241211
	Iteration 19Q: 3 clusters Score -4689094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -4689131.500000 Penalty: 5435.241211
	Iteration 20F: 3 clusters Score -4689132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -4689138.500000 Penalty: 5435.241211
	Iteration 21Q: 3 clusters Score -4689138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -4689151.500000 Penalty: 5435.241211
	Iteration 22Q: 3 clusters Score -4689152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -4689160.500000 Penalty: 5435.241211
	Iteration 23Q: 3 clusters Score -4689160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -4689169.000000 Penalty: 5435.241211
	Iteration 24Q: 3 clusters Score -4689169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57071 members 
Entering Unmasked Estep 
Score: -4689174.000000 Penalty: 5435.241211
	Iteration 25Q: 3 clusters Score -4689174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -4689184.000000 Penalty: 5435.241211
	Iteration 26Q: 3 clusters Score -4689184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -4689186.500000 Penalty: 5435.241211
	Iteration 27Q: 3 clusters Score -4689186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -4689185.000000 Penalty: 5435.241211
	Iteration 28Q: 3 clusters Score -4689185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -4689186.000000 Penalty: 5435.241211
	Iteration 29Q: 3 clusters Score -4689186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -4689192.500000 Penalty: 5435.241211
	Iteration 30Q: 3 clusters Score -4689192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -4689196.000000 Penalty: 5435.241211
	Iteration 31Q: 3 clusters Score -4689196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -4689211.000000 Penalty: 5435.241211
	Iteration 32Q: 3 clusters Score -4689211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -4689213.000000 Penalty: 5435.241211
	Iteration 33Q: 3 clusters Score -4689213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -4689211.500000 Penalty: 5435.241211
	Iteration 34Q: 3 clusters Score -4689212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -4689211.500000 Penalty: 5435.241211
	Iteration 35F: 3 clusters Score -4689212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -128953.039062 Penalty: 1867.159546
	Iteration 0F: 2 clusters Score -128953 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 920 members 
Entering Unmasked Estep 
Score: -126438.148438 Penalty: 3734.319092
	Iteration 0F: 3 clusters Score -126438.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -126939.343750 Penalty: 3734.319092
	Iteration 1F: 3 clusters Score -126939.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127101.171875 Penalty: 3734.319092
	Iteration 2F: 3 clusters Score -127101.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -127198.000000 Penalty: 3734.319092
	Iteration 3F: 3 clusters Score -127198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -127274.382812 Penalty: 3734.319092
	Iteration 4Q: 3 clusters Score -127274.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -127356.570312 Penalty: 3734.319092
	Iteration 5Q: 3 clusters Score -127356.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -127410.929688 Penalty: 3734.319092
	Iteration 6Q: 3 clusters Score -127410.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127460.250000 Penalty: 3734.319092
	Iteration 7Q: 3 clusters Score -127460.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -127496.273438 Penalty: 3734.319092
	Iteration 8Q: 3 clusters Score -127496.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127539.156250 Penalty: 3734.319092
	Iteration 9Q: 3 clusters Score -127539.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -127582.343750 Penalty: 3734.319092
	Iteration 10Q: 3 clusters Score -127582.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -127617.015625 Penalty: 3734.319092
	Iteration 11Q: 3 clusters Score -127617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127651.585938 Penalty: 3734.319092
	Iteration 12Q: 3 clusters Score -127651.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -127675.289062 Penalty: 3734.319092
	Iteration 13Q: 3 clusters Score -127675.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127702.148438 Penalty: 3734.319092
	Iteration 14Q: 3 clusters Score -127702.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -127728.710938 Penalty: 3734.319092
	Iteration 15Q: 3 clusters Score -127728.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127748.390625 Penalty: 3734.319092
	Iteration 16Q: 3 clusters Score -127748.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127770.640625 Penalty: 3734.319092
	Iteration 17Q: 3 clusters Score -127770.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127792.320312 Penalty: 3734.319092
	Iteration 18Q: 3 clusters Score -127792.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127811.351562 Penalty: 3734.319092
	Iteration 19Q: 3 clusters Score -127811.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -127823.453125 Penalty: 3734.319092
	Iteration 20F: 3 clusters Score -127823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127830.015625 Penalty: 3734.319092
	Iteration 21Q: 3 clusters Score -127830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -127834.570312 Penalty: 3734.319092
	Iteration 22Q: 3 clusters Score -127834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -127836.257812 Penalty: 3734.319092
	Iteration 23Q: 3 clusters Score -127836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -127839.179688 Penalty: 3734.319092
	Iteration 24Q: 3 clusters Score -127839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -127848.273438 Penalty: 3734.319092
	Iteration 25Q: 3 clusters Score -127848.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -127858.031250 Penalty: 3734.319092
	Iteration 26Q: 3 clusters Score -127858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -127865.226562 Penalty: 3734.319092
	Iteration 27Q: 3 clusters Score -127865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127875.914062 Penalty: 3734.319092
	Iteration 28Q: 3 clusters Score -127875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -127884.132812 Penalty: 3734.319092
	Iteration 29Q: 3 clusters Score -127884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -127890.273438 Penalty: 3734.319092
	Iteration 30Q: 3 clusters Score -127890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -127897.500000 Penalty: 3734.319092
	Iteration 31Q: 3 clusters Score -127897.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -127905.375000 Penalty: 3734.319092
	Iteration 32Q: 3 clusters Score -127905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -127909.906250 Penalty: 3734.319092
	Iteration 33Q: 3 clusters Score -127909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -127913.062500 Penalty: 3734.319092
	Iteration 34Q: 3 clusters Score -127913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127916.578125 Penalty: 3734.319092
	Iteration 35Q: 3 clusters Score -127916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127920.210938 Penalty: 3734.319092
	Iteration 36Q: 3 clusters Score -127920.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -127920.859375 Penalty: 3734.319092
	Iteration 37Q: 3 clusters Score -127920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -127924.398438 Penalty: 3734.319092
	Iteration 38Q: 3 clusters Score -127924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -127928.976562 Penalty: 3734.319092
	Iteration 39Q: 3 clusters Score -127929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -127933.812500 Penalty: 3734.319092
	Iteration 40F: 3 clusters Score -127933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -127936.710938 Penalty: 3734.319092
	Iteration 41Q: 3 clusters Score -127936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -127937.976562 Penalty: 3734.319092
	Iteration 42Q: 3 clusters Score -127938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -127939.648438 Penalty: 3734.319092
	Iteration 43Q: 3 clusters Score -127939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -127939.648438 Penalty: 3734.319092
	Iteration 44F: 3 clusters Score -127939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -154030.093750 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -154030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -151460.406250 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -151460.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -152040.984375 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -152041 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152320.953125 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -152321 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -152556.031250 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -152556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152729.078125 Penalty: 3766.313721
	Iteration 4F: 3 clusters Score -152729.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152884.125000 Penalty: 3766.313721
	Iteration 5F: 3 clusters Score -152884.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -153057.156250 Penalty: 3766.313721
	Iteration 6F: 3 clusters Score -153057.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -153244.421875 Penalty: 3766.313721
	Iteration 7F: 3 clusters Score -153244.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -153366.312500 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -153366.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -153435.875000 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -153435.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -153495.031250 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -153495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -153538.312500 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -153538.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -153583.203125 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -153583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -153604.843750 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -153604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -153626.625000 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -153626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -153640.828125 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -153640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -153656.984375 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -153657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -153680.546875 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -153680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -153694.171875 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -153694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -153715.671875 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -153715.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -153734.453125 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -153734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -153742.500000 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -153742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -153748.062500 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -153748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -153748.671875 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -153748.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -153748.671875 Penalty: 3766.313721
	Iteration 24F: 3 clusters Score -153748.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -210353.796875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -210353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -207318.515625 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -207318.5 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -207941.687500 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -207941.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -208132.296875 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -208132.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -208294.312500 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -208294.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -208416.609375 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -208416.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208535.671875 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -208535.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -208648.640625 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -208648.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -208764.640625 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -208764.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -208847.421875 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -208847.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -208914.328125 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -208914.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -209000.343750 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -209000.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -209072.250000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -209072.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -209118.546875 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -209118.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -209155.625000 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -209155.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -209200.000000 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -209200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -209226.296875 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -209226.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -209241.953125 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -209242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -209253.812500 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -209253.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -209269.312500 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -209269.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -209279.125000 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -209279.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209286.828125 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -209286.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -209296.234375 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -209296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -209309.687500 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -209309.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -209321.750000 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -209321.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -209341.046875 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -209341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -209363.343750 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -209363.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -209386.562500 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -209386.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -209414.265625 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -209414.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -209447.968750 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -209448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -209484.046875 Penalty: 3913.357666
	Iteration 29Q: 3 clusters Score -209484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -209527.312500 Penalty: 3913.357666
	Iteration 30Q: 3 clusters Score -209527.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -209571.218750 Penalty: 3913.357666
	Iteration 31Q: 3 clusters Score -209571.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -209621.765625 Penalty: 3913.357666
	Iteration 32Q: 3 clusters Score -209621.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -209668.515625 Penalty: 3913.357666
	Iteration 33Q: 3 clusters Score -209668.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -209721.468750 Penalty: 3913.357666
	Iteration 34Q: 3 clusters Score -209721.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -209773.015625 Penalty: 3913.357666
	Iteration 35Q: 3 clusters Score -209773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -209831.546875 Penalty: 3913.357666
	Iteration 36Q: 3 clusters Score -209831.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -209895.375000 Penalty: 3913.357666
	Iteration 37Q: 3 clusters Score -209895.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -209958.328125 Penalty: 3913.357666
	Iteration 38Q: 3 clusters Score -209958.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -210002.703125 Penalty: 3913.357666
	Iteration 39Q: 3 clusters Score -210002.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -210022.125000 Penalty: 3913.357666
	Iteration 40F: 3 clusters Score -210022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -210033.390625 Penalty: 3913.357666
	Iteration 41Q: 3 clusters Score -210033.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -210041.953125 Penalty: 3913.357666
	Iteration 42Q: 3 clusters Score -210042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -210049.421875 Penalty: 3913.357666
	Iteration 43Q: 3 clusters Score -210049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -210052.593750 Penalty: 3913.357666
	Iteration 44Q: 3 clusters Score -210052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -210057.390625 Penalty: 3913.357666
	Iteration 45Q: 3 clusters Score -210057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -210062.890625 Penalty: 3913.357666
	Iteration 46Q: 3 clusters Score -210062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -210062.890625 Penalty: 3913.357666
	Iteration 47F: 3 clusters Score -210062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Entering Unmasked Estep 
Score: -1045099.812500 Penalty: 2340.138184
	Iteration 0F: 2 clusters Score -1045100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1035700.812500 Penalty: 4680.276367
	Iteration 0F: 3 clusters Score -1035701 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1038655.812500 Penalty: 4680.276367
	Iteration 1F: 3 clusters Score -1038656 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1038992.687500 Penalty: 4680.276367
	Iteration 2F: 3 clusters Score -1038993 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1039278.000000 Penalty: 4680.276367
	Iteration 3F: 3 clusters Score -1039278 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1039510.562500 Penalty: 4680.276367
	Iteration 4Q: 3 clusters Score -1039511 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1039754.562500 Penalty: 4680.276367
	Iteration 5Q: 3 clusters Score -1039755 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1040051.687500 Penalty: 4680.276367
	Iteration 6Q: 3 clusters Score -1040052 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1040407.750000 Penalty: 4680.276367
	Iteration 7Q: 3 clusters Score -1040408 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1040829.437500 Penalty: 4680.276367
	Iteration 8Q: 3 clusters Score -1040829 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1041273.625000 Penalty: 4680.276367
	Iteration 9Q: 3 clusters Score -1041274 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1041730.187500 Penalty: 4680.276367
	Iteration 10Q: 3 clusters Score -1041730 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1042155.875000 Penalty: 4680.276367
	Iteration 11Q: 3 clusters Score -1042156 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1042532.750000 Penalty: 4680.276367
	Iteration 12Q: 3 clusters Score -1042533 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1042830.937500 Penalty: 4680.276367
	Iteration 13Q: 3 clusters Score -1042831 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1043076.812500 Penalty: 4680.276367
	Iteration 14Q: 3 clusters Score -1043077 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1043219.375000 Penalty: 4680.276367
	Iteration 15Q: 3 clusters Score -1043219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1043295.750000 Penalty: 4680.276367
	Iteration 16Q: 3 clusters Score -1043296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1043352.437500 Penalty: 4680.276367
	Iteration 17Q: 3 clusters Score -1043352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1043394.625000 Penalty: 4680.276367
	Iteration 18Q: 3 clusters Score -1043395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1043422.000000 Penalty: 4680.276367
	Iteration 19Q: 3 clusters Score -1043422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1043441.875000 Penalty: 4680.276367
	Iteration 20F: 3 clusters Score -1043442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1043455.312500 Penalty: 4680.276367
	Iteration 21Q: 3 clusters Score -1043455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1043468.062500 Penalty: 4680.276367
	Iteration 22Q: 3 clusters Score -1043468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1043477.562500 Penalty: 4680.276367
	Iteration 23Q: 3 clusters Score -1043478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1043484.812500 Penalty: 4680.276367
	Iteration 24Q: 3 clusters Score -1043485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1043490.125000 Penalty: 4680.276367
	Iteration 25Q: 3 clusters Score -1043490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1043490.312500 Penalty: 4680.276367
	Iteration 26Q: 3 clusters Score -1043490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1043492.812500 Penalty: 4680.276367
	Iteration 27Q: 3 clusters Score -1043493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1043492.875000 Penalty: 4680.276367
	Iteration 28Q: 3 clusters Score -1043493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1043496.250000 Penalty: 4680.276367
	Iteration 29Q: 3 clusters Score -1043496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1043496.625000 Penalty: 4680.276367
	Iteration 30Q: 3 clusters Score -1043497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1043501.437500 Penalty: 4680.276367
	Iteration 31Q: 3 clusters Score -1043501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1043501.125000 Penalty: 4680.276367
	Iteration 32Q: 3 clusters Score -1043501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1043501.062500 Penalty: 4680.276367
	Iteration 33Q: 3 clusters Score -1043501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1043501.562500 Penalty: 4680.276367
	Iteration 34Q: 3 clusters Score -1043502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1043501.687500 Penalty: 4680.276367
	Iteration 35Q: 3 clusters Score -1043502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1043501.250000 Penalty: 4680.276367
	Iteration 36Q: 3 clusters Score -1043501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1043501.250000 Penalty: 4680.276367
	Iteration 37F: 3 clusters Score -1043501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Entering Unmasked Estep 
Score: -1753937.500000 Penalty: 2476.022461
	Iteration 0F: 2 clusters Score -1753938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1738813.000000 Penalty: 4952.044922
	Iteration 0F: 3 clusters Score -1738813 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1743979.125000 Penalty: 4952.044922
	Iteration 1F: 3 clusters Score -1743979 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1744496.500000 Penalty: 4952.044922
	Iteration 2F: 3 clusters Score -1744496 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1745013.000000 Penalty: 4952.044922
	Iteration 3F: 3 clusters Score -1745013 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1745548.875000 Penalty: 4952.044922
	Iteration 4F: 3 clusters Score -1745549 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1746165.250000 Penalty: 4952.044922
	Iteration 5F: 3 clusters Score -1746165 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1746791.375000 Penalty: 4952.044922
	Iteration 6F: 3 clusters Score -1746791 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1747473.375000 Penalty: 4952.044922
	Iteration 7F: 3 clusters Score -1747473 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1748166.875000 Penalty: 4952.044922
	Iteration 8F: 3 clusters Score -1748167 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1748731.375000 Penalty: 4952.044922
	Iteration 9Q: 3 clusters Score -1748731 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1749212.625000 Penalty: 4952.044922
	Iteration 10Q: 3 clusters Score -1749213 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1749625.000000 Penalty: 4952.044922
	Iteration 11Q: 3 clusters Score -1749625 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1750001.625000 Penalty: 4952.044922
	Iteration 12Q: 3 clusters Score -1750002 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1750339.000000 Penalty: 4952.044922
	Iteration 13Q: 3 clusters Score -1750339 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1750646.500000 Penalty: 4952.044922
	Iteration 14Q: 3 clusters Score -1750646 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1750900.750000 Penalty: 4952.044922
	Iteration 15Q: 3 clusters Score -1750901 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1751160.750000 Penalty: 4952.044922
	Iteration 16Q: 3 clusters Score -1751161 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1751348.375000 Penalty: 4952.044922
	Iteration 17Q: 3 clusters Score -1751348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1751474.625000 Penalty: 4952.044922
	Iteration 18Q: 3 clusters Score -1751475 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1751575.750000 Penalty: 4952.044922
	Iteration 19Q: 3 clusters Score -1751576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1751640.000000 Penalty: 4952.044922
	Iteration 20F: 3 clusters Score -1751640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1751692.000000 Penalty: 4952.044922
	Iteration 21Q: 3 clusters Score -1751692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1751730.000000 Penalty: 4952.044922
	Iteration 22Q: 3 clusters Score -1751730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1751751.250000 Penalty: 4952.044922
	Iteration 23Q: 3 clusters Score -1751751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1751764.875000 Penalty: 4952.044922
	Iteration 24Q: 3 clusters Score -1751765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1751777.500000 Penalty: 4952.044922
	Iteration 25Q: 3 clusters Score -1751778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1751787.250000 Penalty: 4952.044922
	Iteration 26Q: 3 clusters Score -1751787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1751795.125000 Penalty: 4952.044922
	Iteration 27Q: 3 clusters Score -1751795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1751800.875000 Penalty: 4952.044922
	Iteration 28Q: 3 clusters Score -1751801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1751817.375000 Penalty: 4952.044922
	Iteration 29Q: 3 clusters Score -1751817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1751830.750000 Penalty: 4952.044922
	Iteration 30Q: 3 clusters Score -1751831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1751843.500000 Penalty: 4952.044922
	Iteration 31Q: 3 clusters Score -1751844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1751856.125000 Penalty: 4952.044922
	Iteration 32Q: 3 clusters Score -1751856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1751862.500000 Penalty: 4952.044922
	Iteration 33Q: 3 clusters Score -1751862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1751868.250000 Penalty: 4952.044922
	Iteration 34Q: 3 clusters Score -1751868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1751873.125000 Penalty: 4952.044922
	Iteration 35Q: 3 clusters Score -1751873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1751875.375000 Penalty: 4952.044922
	Iteration 36Q: 3 clusters Score -1751875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1751875.250000 Penalty: 4952.044922
	Iteration 37Q: 3 clusters Score -1751875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1751875.250000 Penalty: 4952.044922
	Iteration 38F: 3 clusters Score -1751875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -905864.125000 Penalty: 2342.383789
	Iteration 0F: 2 clusters Score -905864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -896503.750000 Penalty: 4684.767578
	Iteration 0F: 3 clusters Score -896503.8 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -899519.937500 Penalty: 4684.767578
	Iteration 1F: 3 clusters Score -899519.9 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -900124.312500 Penalty: 4684.767578
	Iteration 2F: 3 clusters Score -900124.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -900622.000000 Penalty: 4684.767578
	Iteration 3F: 3 clusters Score -900622 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -901070.125000 Penalty: 4684.767578
	Iteration 4F: 3 clusters Score -901070.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -901501.250000 Penalty: 4684.767578
	Iteration 5F: 3 clusters Score -901501.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -901901.562500 Penalty: 4684.767578
	Iteration 6Q: 3 clusters Score -901901.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -902247.937500 Penalty: 4684.767578
	Iteration 7Q: 3 clusters Score -902247.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -902583.125000 Penalty: 4684.767578
	Iteration 8Q: 3 clusters Score -902583.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -902928.437500 Penalty: 4684.767578
	Iteration 9Q: 3 clusters Score -902928.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -903173.812500 Penalty: 4684.767578
	Iteration 10Q: 3 clusters Score -903173.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -903353.000000 Penalty: 4684.767578
	Iteration 11Q: 3 clusters Score -903353 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -903533.750000 Penalty: 4684.767578
	Iteration 12Q: 3 clusters Score -903533.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -903711.000000 Penalty: 4684.767578
	Iteration 13Q: 3 clusters Score -903711 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -903881.687500 Penalty: 4684.767578
	Iteration 14Q: 3 clusters Score -903881.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -904029.812500 Penalty: 4684.767578
	Iteration 15Q: 3 clusters Score -904029.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -904168.000000 Penalty: 4684.767578
	Iteration 16Q: 3 clusters Score -904168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -904287.937500 Penalty: 4684.767578
	Iteration 17Q: 3 clusters Score -904287.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -904391.875000 Penalty: 4684.767578
	Iteration 18Q: 3 clusters Score -904391.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -904484.875000 Penalty: 4684.767578
	Iteration 19Q: 3 clusters Score -904484.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -904561.500000 Penalty: 4684.767578
	Iteration 20F: 3 clusters Score -904561.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -904620.937500 Penalty: 4684.767578
	Iteration 21Q: 3 clusters Score -904620.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -904667.125000 Penalty: 4684.767578
	Iteration 22Q: 3 clusters Score -904667.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -904706.812500 Penalty: 4684.767578
	Iteration 23Q: 3 clusters Score -904706.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -904747.562500 Penalty: 4684.767578
	Iteration 24Q: 3 clusters Score -904747.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -904787.125000 Penalty: 4684.767578
	Iteration 25Q: 3 clusters Score -904787.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -904818.875000 Penalty: 4684.767578
	Iteration 26Q: 3 clusters Score -904818.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -904840.750000 Penalty: 4684.767578
	Iteration 27Q: 3 clusters Score -904840.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -904864.687500 Penalty: 4684.767578
	Iteration 28Q: 3 clusters Score -904864.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -904890.375000 Penalty: 4684.767578
	Iteration 29Q: 3 clusters Score -904890.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -904908.812500 Penalty: 4684.767578
	Iteration 30Q: 3 clusters Score -904908.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -904921.500000 Penalty: 4684.767578
	Iteration 31Q: 3 clusters Score -904921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -904930.375000 Penalty: 4684.767578
	Iteration 32Q: 3 clusters Score -904930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -904935.437500 Penalty: 4684.767578
	Iteration 33Q: 3 clusters Score -904935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -904939.062500 Penalty: 4684.767578
	Iteration 34Q: 3 clusters Score -904939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -904950.187500 Penalty: 4684.767578
	Iteration 35Q: 3 clusters Score -904950.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -904959.187500 Penalty: 4684.767578
	Iteration 36Q: 3 clusters Score -904959.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -904964.937500 Penalty: 4684.767578
	Iteration 37Q: 3 clusters Score -904964.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -904969.375000 Penalty: 4684.767578
	Iteration 38Q: 3 clusters Score -904969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -904974.562500 Penalty: 4684.767578
	Iteration 39Q: 3 clusters Score -904974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -904980.750000 Penalty: 4684.767578
	Iteration 40F: 3 clusters Score -904980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -904984.937500 Penalty: 4684.767578
	Iteration 41Q: 3 clusters Score -904984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -904984.500000 Penalty: 4684.767578
	Iteration 42Q: 3 clusters Score -904984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -904986.875000 Penalty: 4684.767578
	Iteration 43Q: 3 clusters Score -904986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -904992.687500 Penalty: 4684.767578
	Iteration 44Q: 3 clusters Score -904992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -904996.437500 Penalty: 4684.767578
	Iteration 45Q: 3 clusters Score -904996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -904997.312500 Penalty: 4684.767578
	Iteration 46Q: 3 clusters Score -904997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -905000.500000 Penalty: 4684.767578
	Iteration 47Q: 3 clusters Score -905000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -905002.750000 Penalty: 4684.767578
	Iteration 48Q: 3 clusters Score -905002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -905008.187500 Penalty: 4684.767578
	Iteration 49Q: 3 clusters Score -905008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -905009.562500 Penalty: 4684.767578
	Iteration 50Q: 3 clusters Score -905009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -905012.750000 Penalty: 4684.767578
	Iteration 51Q: 3 clusters Score -905012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -905012.750000 Penalty: 4684.767578
	Iteration 52F: 3 clusters Score -905012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -53370.917969 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -53370.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51694.605469 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -51694.61 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51883.511719 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -51883.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51921.253906 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -51921.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51941.878906 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -51941.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51955.726562 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -51955.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51966.410156 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -51966.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51979.011719 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -51979.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51989.128906 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -51989.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51996.421875 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -51996.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52010.773438 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -52010.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52022.175781 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -52022.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52024.363281 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -52024.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52024.363281 Penalty: 3221.651611
	Iteration 12F: 3 clusters Score -52024.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Entering Unmasked Estep 
Score: -1051743.500000 Penalty: 2341.617676
	Iteration 0F: 2 clusters Score -1051744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1042355.500000 Penalty: 4683.235352
	Iteration 0F: 3 clusters Score -1042356 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1045167.812500 Penalty: 4683.235352
	Iteration 1F: 3 clusters Score -1045168 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1045507.687500 Penalty: 4683.235352
	Iteration 2F: 3 clusters Score -1045508 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1045758.187500 Penalty: 4683.235352
	Iteration 3Q: 3 clusters Score -1045758 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1045942.000000 Penalty: 4683.235352
	Iteration 4Q: 3 clusters Score -1045942 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1046082.875000 Penalty: 4683.235352
	Iteration 5Q: 3 clusters Score -1046083 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1046204.937500 Penalty: 4683.235352
	Iteration 6Q: 3 clusters Score -1046205 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1046328.187500 Penalty: 4683.235352
	Iteration 7Q: 3 clusters Score -1046328 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1046445.437500 Penalty: 4683.235352
	Iteration 8Q: 3 clusters Score -1046445 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1046579.437500 Penalty: 4683.235352
	Iteration 9Q: 3 clusters Score -1046579 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1046754.562500 Penalty: 4683.235352
	Iteration 10Q: 3 clusters Score -1046755 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1047021.812500 Penalty: 4683.235352
	Iteration 11Q: 3 clusters Score -1047022 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1047378.812500 Penalty: 4683.235352
	Iteration 12Q: 3 clusters Score -1047379 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1047796.937500 Penalty: 4683.235352
	Iteration 13Q: 3 clusters Score -1047797 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1048235.312500 Penalty: 4683.235352
	Iteration 14Q: 3 clusters Score -1048235 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1048607.375000 Penalty: 4683.235352
	Iteration 15Q: 3 clusters Score -1048607 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1048947.500000 Penalty: 4683.235352
	Iteration 16Q: 3 clusters Score -1048948 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1049196.500000 Penalty: 4683.235352
	Iteration 17Q: 3 clusters Score -1049196 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1049355.625000 Penalty: 4683.235352
	Iteration 18Q: 3 clusters Score -1049356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1049445.250000 Penalty: 4683.235352
	Iteration 19Q: 3 clusters Score -1049445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1049512.125000 Penalty: 4683.235352
	Iteration 20F: 3 clusters Score -1049512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1049568.250000 Penalty: 4683.235352
	Iteration 21Q: 3 clusters Score -1049568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1049607.125000 Penalty: 4683.235352
	Iteration 22Q: 3 clusters Score -1049607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1049638.000000 Penalty: 4683.235352
	Iteration 23Q: 3 clusters Score -1049638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1049654.500000 Penalty: 4683.235352
	Iteration 24Q: 3 clusters Score -1049654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1049670.875000 Penalty: 4683.235352
	Iteration 25Q: 3 clusters Score -1049671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1049681.000000 Penalty: 4683.235352
	Iteration 26Q: 3 clusters Score -1049681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1049692.375000 Penalty: 4683.235352
	Iteration 27Q: 3 clusters Score -1049692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1049701.500000 Penalty: 4683.235352
	Iteration 28Q: 3 clusters Score -1049702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1049715.250000 Penalty: 4683.235352
	Iteration 29Q: 3 clusters Score -1049715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1049724.125000 Penalty: 4683.235352
	Iteration 30Q: 3 clusters Score -1049724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1049724.000000 Penalty: 4683.235352
	Iteration 31Q: 3 clusters Score -1049724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1049726.625000 Penalty: 4683.235352
	Iteration 32Q: 3 clusters Score -1049727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1049729.750000 Penalty: 4683.235352
	Iteration 33Q: 3 clusters Score -1049730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1049732.125000 Penalty: 4683.235352
	Iteration 34Q: 3 clusters Score -1049732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1049732.250000 Penalty: 4683.235352
	Iteration 35Q: 3 clusters Score -1049732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1049732.000000 Penalty: 4683.235352
	Iteration 36Q: 3 clusters Score -1049732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1049732.000000 Penalty: 4683.235352
	Iteration 37F: 3 clusters Score -1049732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -96026.539062 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -96026.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -93875.195312 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -93875.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94251.179688 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -94251.18 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94491.960938 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -94491.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94769.789062 Penalty: 3544.017090
	Iteration 3F: 3 clusters Score -94769.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95141.453125 Penalty: 3544.017090
	Iteration 4F: 3 clusters Score -95141.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -95447.929688 Penalty: 3544.017090
	Iteration 5F: 3 clusters Score -95447.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -95595.859375 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -95595.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95692.679688 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -95692.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -95788.281250 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -95788.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95836.007812 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -95836.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95851.070312 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -95851.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95867.125000 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -95867.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95869.296875 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -95869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95869.296875 Penalty: 3544.017090
	Iteration 13F: 3 clusters Score -95869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Entering Unmasked Estep 
Score: -1981839.625000 Penalty: 2500.587402
	Iteration 0F: 2 clusters Score -1981840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1965266.000000 Penalty: 5001.174805
	Iteration 0F: 3 clusters Score -1965266 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1970954.375000 Penalty: 5001.174805
	Iteration 1F: 3 clusters Score -1970954 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1971425.375000 Penalty: 5001.174805
	Iteration 2F: 3 clusters Score -1971425 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1971798.000000 Penalty: 5001.174805
	Iteration 3Q: 3 clusters Score -1971798 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1972175.250000 Penalty: 5001.174805
	Iteration 4Q: 3 clusters Score -1972175 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1972571.250000 Penalty: 5001.174805
	Iteration 5Q: 3 clusters Score -1972571 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1973047.250000 Penalty: 5001.174805
	Iteration 6Q: 3 clusters Score -1973047 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1973682.750000 Penalty: 5001.174805
	Iteration 7Q: 3 clusters Score -1973683 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1974489.375000 Penalty: 5001.174805
	Iteration 8F: 3 clusters Score -1974489 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1975435.375000 Penalty: 5001.174805
	Iteration 9F: 3 clusters Score -1975435 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1976434.875000 Penalty: 5001.174805
	Iteration 10F: 3 clusters Score -1976435 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1977351.875000 Penalty: 5001.174805
	Iteration 11Q: 3 clusters Score -1977352 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1978079.125000 Penalty: 5001.174805
	Iteration 12Q: 3 clusters Score -1978079 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1978592.750000 Penalty: 5001.174805
	Iteration 13Q: 3 clusters Score -1978593 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1978915.875000 Penalty: 5001.174805
	Iteration 14Q: 3 clusters Score -1978916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1979129.500000 Penalty: 5001.174805
	Iteration 15Q: 3 clusters Score -1979130 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1979305.750000 Penalty: 5001.174805
	Iteration 16Q: 3 clusters Score -1979306 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1979418.625000 Penalty: 5001.174805
	Iteration 17Q: 3 clusters Score -1979419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1979485.250000 Penalty: 5001.174805
	Iteration 18Q: 3 clusters Score -1979485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1979550.125000 Penalty: 5001.174805
	Iteration 19Q: 3 clusters Score -1979550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1979593.250000 Penalty: 5001.174805
	Iteration 20F: 3 clusters Score -1979593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1979627.625000 Penalty: 5001.174805
	Iteration 21Q: 3 clusters Score -1979628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1979657.000000 Penalty: 5001.174805
	Iteration 22Q: 3 clusters Score -1979657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1979678.625000 Penalty: 5001.174805
	Iteration 23Q: 3 clusters Score -1979679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1979696.250000 Penalty: 5001.174805
	Iteration 24Q: 3 clusters Score -1979696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1979705.375000 Penalty: 5001.174805
	Iteration 25Q: 3 clusters Score -1979705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1979715.250000 Penalty: 5001.174805
	Iteration 26Q: 3 clusters Score -1979715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1979719.000000 Penalty: 5001.174805
	Iteration 27Q: 3 clusters Score -1979719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1979727.500000 Penalty: 5001.174805
	Iteration 28Q: 3 clusters Score -1979728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1979732.250000 Penalty: 5001.174805
	Iteration 29Q: 3 clusters Score -1979732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1979733.500000 Penalty: 5001.174805
	Iteration 30Q: 3 clusters Score -1979734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1979737.250000 Penalty: 5001.174805
	Iteration 31Q: 3 clusters Score -1979737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1979735.375000 Penalty: 5001.174805
	Iteration 32Q: 3 clusters Score -1979735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1979735.375000 Penalty: 5001.174805
	Iteration 33F: 3 clusters Score -1979735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Entering Unmasked Estep 
Score: -850481.937500 Penalty: 2293.389893
	Iteration 0F: 2 clusters Score -850481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -842604.625000 Penalty: 4586.779785
	Iteration 0F: 3 clusters Score -842604.6 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -844941.187500 Penalty: 4586.779785
	Iteration 1F: 3 clusters Score -844941.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -845242.625000 Penalty: 4586.779785
	Iteration 2F: 3 clusters Score -845242.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -845435.937500 Penalty: 4586.779785
	Iteration 3Q: 3 clusters Score -845435.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -845573.937500 Penalty: 4586.779785
	Iteration 4Q: 3 clusters Score -845573.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -845691.062500 Penalty: 4586.779785
	Iteration 5Q: 3 clusters Score -845691.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -845810.187500 Penalty: 4586.779785
	Iteration 6Q: 3 clusters Score -845810.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -845927.812500 Penalty: 4586.779785
	Iteration 7Q: 3 clusters Score -845927.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -846068.437500 Penalty: 4586.779785
	Iteration 8Q: 3 clusters Score -846068.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -846230.625000 Penalty: 4586.779785
	Iteration 9Q: 3 clusters Score -846230.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -846435.187500 Penalty: 4586.779785
	Iteration 10Q: 3 clusters Score -846435.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -846651.125000 Penalty: 4586.779785
	Iteration 11Q: 3 clusters Score -846651.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -846836.000000 Penalty: 4586.779785
	Iteration 12Q: 3 clusters Score -846836 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -847004.562500 Penalty: 4586.779785
	Iteration 13Q: 3 clusters Score -847004.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -847158.812500 Penalty: 4586.779785
	Iteration 14Q: 3 clusters Score -847158.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -847299.812500 Penalty: 4586.779785
	Iteration 15Q: 3 clusters Score -847299.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -847395.687500 Penalty: 4586.779785
	Iteration 16Q: 3 clusters Score -847395.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -847467.812500 Penalty: 4586.779785
	Iteration 17Q: 3 clusters Score -847467.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -847527.687500 Penalty: 4586.779785
	Iteration 18Q: 3 clusters Score -847527.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -847574.750000 Penalty: 4586.779785
	Iteration 19Q: 3 clusters Score -847574.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -847612.750000 Penalty: 4586.779785
	Iteration 20F: 3 clusters Score -847612.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -847643.687500 Penalty: 4586.779785
	Iteration 21Q: 3 clusters Score -847643.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -847671.125000 Penalty: 4586.779785
	Iteration 22Q: 3 clusters Score -847671.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -847693.062500 Penalty: 4586.779785
	Iteration 23Q: 3 clusters Score -847693.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -847708.187500 Penalty: 4586.779785
	Iteration 24Q: 3 clusters Score -847708.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -847717.687500 Penalty: 4586.779785
	Iteration 25Q: 3 clusters Score -847717.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -847727.187500 Penalty: 4586.779785
	Iteration 26Q: 3 clusters Score -847727.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -847734.125000 Penalty: 4586.779785
	Iteration 27Q: 3 clusters Score -847734.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -847738.250000 Penalty: 4586.779785
	Iteration 28Q: 3 clusters Score -847738.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -847741.250000 Penalty: 4586.779785
	Iteration 29Q: 3 clusters Score -847741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -847745.812500 Penalty: 4586.779785
	Iteration 30Q: 3 clusters Score -847745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -847748.312500 Penalty: 4586.779785
	Iteration 31Q: 3 clusters Score -847748.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -847750.750000 Penalty: 4586.779785
	Iteration 32Q: 3 clusters Score -847750.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -847754.750000 Penalty: 4586.779785
	Iteration 33Q: 3 clusters Score -847754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -847755.812500 Penalty: 4586.779785
	Iteration 34Q: 3 clusters Score -847755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -847758.125000 Penalty: 4586.779785
	Iteration 35Q: 3 clusters Score -847758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -847757.812500 Penalty: 4586.779785
	Iteration 36Q: 3 clusters Score -847757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -847758.500000 Penalty: 4586.779785
	Iteration 37Q: 3 clusters Score -847758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -847758.562500 Penalty: 4586.779785
	Iteration 38Q: 3 clusters Score -847758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -847759.187500 Penalty: 4586.779785
	Iteration 39Q: 3 clusters Score -847759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -847760.812500 Penalty: 4586.779785
	Iteration 40F: 3 clusters Score -847760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Entering Unmasked Estep 
Score: -468729.750000 Penalty: 2183.658691
	Iteration 0F: 2 clusters Score -468729.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -463152.781250 Penalty: 4367.317383
	Iteration 0F: 3 clusters Score -463152.8 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -464913.250000 Penalty: 4367.317383
	Iteration 1F: 3 clusters Score -464913.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -465372.468750 Penalty: 4367.317383
	Iteration 2F: 3 clusters Score -465372.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -465695.875000 Penalty: 4367.317383
	Iteration 3F: 3 clusters Score -465695.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -465957.125000 Penalty: 4367.317383
	Iteration 4F: 3 clusters Score -465957.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -466173.187500 Penalty: 4367.317383
	Iteration 5Q: 3 clusters Score -466173.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -466341.156250 Penalty: 4367.317383
	Iteration 6Q: 3 clusters Score -466341.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -466460.718750 Penalty: 4367.317383
	Iteration 7Q: 3 clusters Score -466460.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -466580.437500 Penalty: 4367.317383
	Iteration 8Q: 3 clusters Score -466580.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -466679.906250 Penalty: 4367.317383
	Iteration 9Q: 3 clusters Score -466679.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -466756.062500 Penalty: 4367.317383
	Iteration 10Q: 3 clusters Score -466756.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -466826.250000 Penalty: 4367.317383
	Iteration 11Q: 3 clusters Score -466826.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -466886.312500 Penalty: 4367.317383
	Iteration 12Q: 3 clusters Score -466886.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -466931.187500 Penalty: 4367.317383
	Iteration 13Q: 3 clusters Score -466931.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -466971.250000 Penalty: 4367.317383
	Iteration 14Q: 3 clusters Score -466971.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -466997.281250 Penalty: 4367.317383
	Iteration 15Q: 3 clusters Score -466997.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -467028.531250 Penalty: 4367.317383
	Iteration 16Q: 3 clusters Score -467028.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -467067.875000 Penalty: 4367.317383
	Iteration 17Q: 3 clusters Score -467067.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -467108.781250 Penalty: 4367.317383
	Iteration 18Q: 3 clusters Score -467108.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -467153.343750 Penalty: 4367.317383
	Iteration 19Q: 3 clusters Score -467153.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -467211.031250 Penalty: 4367.317383
	Iteration 20F: 3 clusters Score -467211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -467256.031250 Penalty: 4367.317383
	Iteration 21Q: 3 clusters Score -467256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -467289.093750 Penalty: 4367.317383
	Iteration 22Q: 3 clusters Score -467289.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -467313.125000 Penalty: 4367.317383
	Iteration 23Q: 3 clusters Score -467313.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -467327.187500 Penalty: 4367.317383
	Iteration 24Q: 3 clusters Score -467327.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -467346.656250 Penalty: 4367.317383
	Iteration 25Q: 3 clusters Score -467346.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -467358.843750 Penalty: 4367.317383
	Iteration 26Q: 3 clusters Score -467358.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -467366.843750 Penalty: 4367.317383
	Iteration 27Q: 3 clusters Score -467366.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -467375.593750 Penalty: 4367.317383
	Iteration 28Q: 3 clusters Score -467375.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -467382.437500 Penalty: 4367.317383
	Iteration 29Q: 3 clusters Score -467382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -467385.718750 Penalty: 4367.317383
	Iteration 30Q: 3 clusters Score -467385.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -467387.718750 Penalty: 4367.317383
	Iteration 31Q: 3 clusters Score -467387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -467388.937500 Penalty: 4367.317383
	Iteration 32Q: 3 clusters Score -467388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -467390.062500 Penalty: 4367.317383
	Iteration 33Q: 3 clusters Score -467390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -467391.562500 Penalty: 4367.317383
	Iteration 34Q: 3 clusters Score -467391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -467393.750000 Penalty: 4367.317383
	Iteration 35Q: 3 clusters Score -467393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -467395.437500 Penalty: 4367.317383
	Iteration 36Q: 3 clusters Score -467395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -467397.375000 Penalty: 4367.317383
	Iteration 37Q: 3 clusters Score -467397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -467397.218750 Penalty: 4367.317383
	Iteration 38Q: 3 clusters Score -467397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -467399.625000 Penalty: 4367.317383
	Iteration 39Q: 3 clusters Score -467399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -467399.968750 Penalty: 4367.317383
	Iteration 40F: 3 clusters Score -467400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -467402.500000 Penalty: 4367.317383
	Iteration 41Q: 3 clusters Score -467402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -467404.312500 Penalty: 4367.317383
	Iteration 42Q: 3 clusters Score -467404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -467406.843750 Penalty: 4367.317383
	Iteration 43Q: 3 clusters Score -467406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -467407.593750 Penalty: 4367.317383
	Iteration 44Q: 3 clusters Score -467407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -467408.093750 Penalty: 4367.317383
	Iteration 45Q: 3 clusters Score -467408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -467409.875000 Penalty: 4367.317383
	Iteration 46Q: 3 clusters Score -467409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -467410.093750 Penalty: 4367.317383
	Iteration 47Q: 3 clusters Score -467410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -467410.218750 Penalty: 4367.317383
	Iteration 48Q: 3 clusters Score -467410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -467411.031250 Penalty: 4367.317383
	Iteration 49Q: 3 clusters Score -467411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -467412.468750 Penalty: 4367.317383
	Iteration 50Q: 3 clusters Score -467412.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -467414.218750 Penalty: 4367.317383
	Iteration 51Q: 3 clusters Score -467414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -467416.812500 Penalty: 4367.317383
	Iteration 52Q: 3 clusters Score -467416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -467418.343750 Penalty: 4367.317383
	Iteration 53Q: 3 clusters Score -467418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -467421.593750 Penalty: 4367.317383
	Iteration 54Q: 3 clusters Score -467421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -467422.281250 Penalty: 4367.317383
	Iteration 55Q: 3 clusters Score -467422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -467425.906250 Penalty: 4367.317383
	Iteration 56Q: 3 clusters Score -467425.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -467427.562500 Penalty: 4367.317383
	Iteration 57Q: 3 clusters Score -467427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -467429.562500 Penalty: 4367.317383
	Iteration 58Q: 3 clusters Score -467429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -467430.750000 Penalty: 4367.317383
	Iteration 59Q: 3 clusters Score -467430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -467432.281250 Penalty: 4367.317383
	Iteration 60F: 3 clusters Score -467432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -467432.500000 Penalty: 4367.317383
	Iteration 61Q: 3 clusters Score -467432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -467432.843750 Penalty: 4367.317383
	Iteration 62Q: 3 clusters Score -467432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -467433.125000 Penalty: 4367.317383
	Iteration 63Q: 3 clusters Score -467433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -467433.125000 Penalty: 4367.317383
	Iteration 64F: 3 clusters Score -467433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36277.832031 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -36277.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34810.796875 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -34810.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34968.011719 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -34968.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35005.367188 Penalty: 3057.004150
	Iteration 2Q: 3 clusters Score -35005.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35017.570312 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -35017.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35018.996094 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -35019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35020.058594 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -35020.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35020.058594 Penalty: 3057.004150
	Iteration 6F: 3 clusters Score -35020.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -579311.062500 Penalty: 2197.474121
	Iteration 0F: 2 clusters Score -579311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -573483.375000 Penalty: 4394.948242
	Iteration 0F: 3 clusters Score -573483.4 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -575179.187500 Penalty: 4394.948242
	Iteration 1F: 3 clusters Score -575179.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -575540.500000 Penalty: 4394.948242
	Iteration 2F: 3 clusters Score -575540.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -575904.812500 Penalty: 4394.948242
	Iteration 3F: 3 clusters Score -575904.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -576238.312500 Penalty: 4394.948242
	Iteration 4F: 3 clusters Score -576238.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -576589.687500 Penalty: 4394.948242
	Iteration 5F: 3 clusters Score -576589.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -576993.625000 Penalty: 4394.948242
	Iteration 6F: 3 clusters Score -576993.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -577411.437500 Penalty: 4394.948242
	Iteration 7F: 3 clusters Score -577411.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -577710.562500 Penalty: 4394.948242
	Iteration 8Q: 3 clusters Score -577710.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -577913.500000 Penalty: 4394.948242
	Iteration 9Q: 3 clusters Score -577913.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -578086.437500 Penalty: 4394.948242
	Iteration 10Q: 3 clusters Score -578086.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -578229.187500 Penalty: 4394.948242
	Iteration 11Q: 3 clusters Score -578229.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -578337.937500 Penalty: 4394.948242
	Iteration 12Q: 3 clusters Score -578337.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -578405.875000 Penalty: 4394.948242
	Iteration 13Q: 3 clusters Score -578405.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -578469.625000 Penalty: 4394.948242
	Iteration 14Q: 3 clusters Score -578469.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -578531.875000 Penalty: 4394.948242
	Iteration 15Q: 3 clusters Score -578531.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -578575.750000 Penalty: 4394.948242
	Iteration 16Q: 3 clusters Score -578575.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -578615.562500 Penalty: 4394.948242
	Iteration 17Q: 3 clusters Score -578615.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -578649.125000 Penalty: 4394.948242
	Iteration 18Q: 3 clusters Score -578649.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -578679.625000 Penalty: 4394.948242
	Iteration 19Q: 3 clusters Score -578679.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -578694.500000 Penalty: 4394.948242
	Iteration 20F: 3 clusters Score -578694.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -578701.875000 Penalty: 4394.948242
	Iteration 21Q: 3 clusters Score -578701.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -578705.750000 Penalty: 4394.948242
	Iteration 22Q: 3 clusters Score -578705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -578708.750000 Penalty: 4394.948242
	Iteration 23Q: 3 clusters Score -578708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -578710.437500 Penalty: 4394.948242
	Iteration 24Q: 3 clusters Score -578710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -578711.000000 Penalty: 4394.948242
	Iteration 25Q: 3 clusters Score -578711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -578711.125000 Penalty: 4394.948242
	Iteration 26Q: 3 clusters Score -578711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -578712.687500 Penalty: 4394.948242
	Iteration 27Q: 3 clusters Score -578712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -578711.500000 Penalty: 4394.948242
	Iteration 28Q: 3 clusters Score -578711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -578711.500000 Penalty: 4394.948242
	Iteration 29F: 3 clusters Score -578711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -94520.718750 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -94520.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -92250.335938 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -92250.34 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92969.992188 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -92969.99 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -93325.835938 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -93325.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -93528.156250 Penalty: 3660.916016
	Iteration 3F: 3 clusters Score -93528.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93634.593750 Penalty: 3660.916016
	Iteration 4Q: 3 clusters Score -93634.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -93696.460938 Penalty: 3660.916016
	Iteration 5Q: 3 clusters Score -93696.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -93741.960938 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -93741.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -93777.156250 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -93777.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -93828.109375 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -93828.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -93864.460938 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -93864.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -93881.281250 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -93881.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -93894.570312 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -93894.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -93903.375000 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -93903.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -93916.234375 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -93916.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -93933.960938 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -93933.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -93956.367188 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -93956.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -93969.703125 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -93969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93978.750000 Penalty: 3660.916016
	Iteration 17Q: 3 clusters Score -93978.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -93986.882812 Penalty: 3660.916016
	Iteration 18Q: 3 clusters Score -93986.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -93993.171875 Penalty: 3660.916016
	Iteration 19Q: 3 clusters Score -93993.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -93996.031250 Penalty: 3660.916016
	Iteration 20F: 3 clusters Score -93996.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -93998.515625 Penalty: 3660.916016
	Iteration 21Q: 3 clusters Score -93998.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -94003.640625 Penalty: 3660.916016
	Iteration 22Q: 3 clusters Score -94003.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -94008.179688 Penalty: 3660.916016
	Iteration 23Q: 3 clusters Score -94008.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94010.742188 Penalty: 3660.916016
	Iteration 24Q: 3 clusters Score -94010.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94016.023438 Penalty: 3660.916016
	Iteration 25Q: 3 clusters Score -94016.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -94017.953125 Penalty: 3660.916016
	Iteration 26Q: 3 clusters Score -94017.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -94017.953125 Penalty: 3660.916016
	Iteration 27F: 3 clusters Score -94017.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -774615.312500 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -774615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -767201.375000 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -767201.4 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -769252.875000 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -769252.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -769550.312500 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -769550.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -769818.375000 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -769818.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -770053.375000 Penalty: 4539.955078
	Iteration 4Q: 3 clusters Score -770053.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -770231.937500 Penalty: 4539.955078
	Iteration 5Q: 3 clusters Score -770231.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -770387.687500 Penalty: 4539.955078
	Iteration 6Q: 3 clusters Score -770387.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -770549.812500 Penalty: 4539.955078
	Iteration 7Q: 3 clusters Score -770549.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -770708.187500 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -770708.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -770874.875000 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -770874.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -771048.375000 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -771048.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -771200.125000 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -771200.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -771345.437500 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -771345.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -771472.312500 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -771472.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -771562.250000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -771562.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -771634.250000 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -771634.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -771698.562500 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -771698.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -771763.500000 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -771763.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -771814.875000 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -771814.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -771867.812500 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -771867.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -771922.250000 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -771922.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -771969.062500 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -771969.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -772018.250000 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -772018.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -772064.312500 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -772064.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -772114.687500 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -772114.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -772167.437500 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -772167.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -772243.187500 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -772243.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -772320.375000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -772320.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -772374.250000 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -772374.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -772418.250000 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -772418.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -772456.687500 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -772456.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -772489.750000 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -772489.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -772524.250000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -772524.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -772547.812500 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -772547.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -772565.562500 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -772565.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -772582.687500 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -772582.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -772602.125000 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -772602.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -772618.750000 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -772618.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -772632.437500 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -772632.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -772645.437500 Penalty: 4539.955078
	Iteration 39Q: 3 clusters Score -772645.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -772661.625000 Penalty: 4539.955078
	Iteration 40F: 3 clusters Score -772661.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -772668.687500 Penalty: 4539.955078
	Iteration 41Q: 3 clusters Score -772668.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -772683.375000 Penalty: 4539.955078
	Iteration 42Q: 3 clusters Score -772683.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -772697.812500 Penalty: 4539.955078
	Iteration 43Q: 3 clusters Score -772697.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -772703.750000 Penalty: 4539.955078
	Iteration 44Q: 3 clusters Score -772703.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -772708.375000 Penalty: 4539.955078
	Iteration 45Q: 3 clusters Score -772708.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -772715.500000 Penalty: 4539.955078
	Iteration 46Q: 3 clusters Score -772715.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -772719.812500 Penalty: 4539.955078
	Iteration 47Q: 3 clusters Score -772719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -772725.500000 Penalty: 4539.955078
	Iteration 48Q: 3 clusters Score -772725.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -772728.625000 Penalty: 4539.955078
	Iteration 49Q: 3 clusters Score -772728.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -772732.437500 Penalty: 4539.955078
	Iteration 50Q: 3 clusters Score -772732.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -772737.000000 Penalty: 4539.955078
	Iteration 51Q: 3 clusters Score -772737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -772742.625000 Penalty: 4539.955078
	Iteration 52Q: 3 clusters Score -772742.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -772747.250000 Penalty: 4539.955078
	Iteration 53Q: 3 clusters Score -772747.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -772752.562500 Penalty: 4539.955078
	Iteration 54Q: 3 clusters Score -772752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -772758.437500 Penalty: 4539.955078
	Iteration 55Q: 3 clusters Score -772758.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -772761.750000 Penalty: 4539.955078
	Iteration 56Q: 3 clusters Score -772761.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -772766.562500 Penalty: 4539.955078
	Iteration 57Q: 3 clusters Score -772766.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -772770.125000 Penalty: 4539.955078
	Iteration 58Q: 3 clusters Score -772770.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -772771.375000 Penalty: 4539.955078
	Iteration 59Q: 3 clusters Score -772771.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -772778.812500 Penalty: 4539.955078
	Iteration 60F: 3 clusters Score -772778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -772780.687500 Penalty: 4539.955078
	Iteration 61Q: 3 clusters Score -772780.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -772783.875000 Penalty: 4539.955078
	Iteration 62Q: 3 clusters Score -772783.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -772784.937500 Penalty: 4539.955078
	Iteration 63Q: 3 clusters Score -772784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -772788.812500 Penalty: 4539.955078
	Iteration 64Q: 3 clusters Score -772788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -772788.937500 Penalty: 4539.955078
	Iteration 65Q: 3 clusters Score -772788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -772789.750000 Penalty: 4539.955078
	Iteration 66Q: 3 clusters Score -772789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -772788.250000 Penalty: 4539.955078
	Iteration 67Q: 3 clusters Score -772788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -772790.187500 Penalty: 4539.955078
	Iteration 68Q: 3 clusters Score -772790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -772793.187500 Penalty: 4539.955078
	Iteration 69Q: 3 clusters Score -772793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -772792.750000 Penalty: 4539.955078
	Iteration 70Q: 3 clusters Score -772792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -772798.750000 Penalty: 4539.955078
	Iteration 71Q: 3 clusters Score -772798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -772799.000000 Penalty: 4539.955078
	Iteration 72Q: 3 clusters Score -772799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -772805.875000 Penalty: 4539.955078
	Iteration 73Q: 3 clusters Score -772805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -772807.500000 Penalty: 4539.955078
	Iteration 74Q: 3 clusters Score -772807.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -772809.187500 Penalty: 4539.955078
	Iteration 75Q: 3 clusters Score -772809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -772807.750000 Penalty: 4539.955078
	Iteration 76Q: 3 clusters Score -772807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -772807.875000 Penalty: 4539.955078
	Iteration 77Q: 3 clusters Score -772807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -772809.937500 Penalty: 4539.955078
	Iteration 78Q: 3 clusters Score -772809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -772811.812500 Penalty: 4539.955078
	Iteration 79Q: 3 clusters Score -772811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -772814.000000 Penalty: 4539.955078
	Iteration 80F: 3 clusters Score -772814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -772813.750000 Penalty: 4539.955078
	Iteration 81Q: 3 clusters Score -772813.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -772819.812500 Penalty: 4539.955078
	Iteration 82Q: 3 clusters Score -772819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -772821.687500 Penalty: 4539.955078
	Iteration 83Q: 3 clusters Score -772821.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -772822.312500 Penalty: 4539.955078
	Iteration 84Q: 3 clusters Score -772822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -772823.312500 Penalty: 4539.955078
	Iteration 85Q: 3 clusters Score -772823.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -772826.125000 Penalty: 4539.955078
	Iteration 86Q: 3 clusters Score -772826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -772826.875000 Penalty: 4539.955078
	Iteration 87Q: 3 clusters Score -772826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -772828.062500 Penalty: 4539.955078
	Iteration 88Q: 3 clusters Score -772828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -772827.375000 Penalty: 4539.955078
	Iteration 89Q: 3 clusters Score -772827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -772827.375000 Penalty: 4539.955078
	Iteration 90F: 3 clusters Score -772827.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Entering Unmasked Estep 
Score: -1853529.500000 Penalty: 2471.146484
	Iteration 0F: 2 clusters Score -1853530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1838640.000000 Penalty: 4942.292969
	Iteration 0F: 3 clusters Score -1838640 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1843764.125000 Penalty: 4942.292969
	Iteration 1F: 3 clusters Score -1843764 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1844290.625000 Penalty: 4942.292969
	Iteration 2F: 3 clusters Score -1844291 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1844734.875000 Penalty: 4942.292969
	Iteration 3F: 3 clusters Score -1844735 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1845149.375000 Penalty: 4942.292969
	Iteration 4Q: 3 clusters Score -1845149 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1845587.250000 Penalty: 4942.292969
	Iteration 5Q: 3 clusters Score -1845587 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1846116.500000 Penalty: 4942.292969
	Iteration 6Q: 3 clusters Score -1846116 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1846825.750000 Penalty: 4942.292969
	Iteration 7F: 3 clusters Score -1846826 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1847589.125000 Penalty: 4942.292969
	Iteration 8F: 3 clusters Score -1847589 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1848338.125000 Penalty: 4942.292969
	Iteration 9Q: 3 clusters Score -1848338 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1849103.625000 Penalty: 4942.292969
	Iteration 10Q: 3 clusters Score -1849104 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1849749.625000 Penalty: 4942.292969
	Iteration 11Q: 3 clusters Score -1849750 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1850259.625000 Penalty: 4942.292969
	Iteration 12Q: 3 clusters Score -1850260 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1850645.125000 Penalty: 4942.292969
	Iteration 13Q: 3 clusters Score -1850645 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1850969.875000 Penalty: 4942.292969
	Iteration 14Q: 3 clusters Score -1850970 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1851291.875000 Penalty: 4942.292969
	Iteration 15Q: 3 clusters Score -1851292 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1851584.750000 Penalty: 4942.292969
	Iteration 16Q: 3 clusters Score -1851585 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1851856.625000 Penalty: 4942.292969
	Iteration 17Q: 3 clusters Score -1851857 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1852048.750000 Penalty: 4942.292969
	Iteration 18Q: 3 clusters Score -1852049 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1852201.375000 Penalty: 4942.292969
	Iteration 19Q: 3 clusters Score -1852201 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1852337.000000 Penalty: 4942.292969
	Iteration 20F: 3 clusters Score -1852337 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1852443.625000 Penalty: 4942.292969
	Iteration 21Q: 3 clusters Score -1852444 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1852524.875000 Penalty: 4942.292969
	Iteration 22Q: 3 clusters Score -1852525 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1852599.375000 Penalty: 4942.292969
	Iteration 23Q: 3 clusters Score -1852599 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1852654.625000 Penalty: 4942.292969
	Iteration 24Q: 3 clusters Score -1852655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1852696.000000 Penalty: 4942.292969
	Iteration 25Q: 3 clusters Score -1852696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1852730.500000 Penalty: 4942.292969
	Iteration 26Q: 3 clusters Score -1852730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1852750.875000 Penalty: 4942.292969
	Iteration 27Q: 3 clusters Score -1852751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1852776.875000 Penalty: 4942.292969
	Iteration 28Q: 3 clusters Score -1852777 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1852801.875000 Penalty: 4942.292969
	Iteration 29Q: 3 clusters Score -1852802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1852830.875000 Penalty: 4942.292969
	Iteration 30Q: 3 clusters Score -1852831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1852857.500000 Penalty: 4942.292969
	Iteration 31Q: 3 clusters Score -1852858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1852880.000000 Penalty: 4942.292969
	Iteration 32Q: 3 clusters Score -1852880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1852891.000000 Penalty: 4942.292969
	Iteration 33Q: 3 clusters Score -1852891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1852902.750000 Penalty: 4942.292969
	Iteration 34Q: 3 clusters Score -1852903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1852907.125000 Penalty: 4942.292969
	Iteration 35Q: 3 clusters Score -1852907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1852919.000000 Penalty: 4942.292969
	Iteration 36Q: 3 clusters Score -1852919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1852935.500000 Penalty: 4942.292969
	Iteration 37Q: 3 clusters Score -1852936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1852942.250000 Penalty: 4942.292969
	Iteration 38Q: 3 clusters Score -1852942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1852958.000000 Penalty: 4942.292969
	Iteration 39Q: 3 clusters Score -1852958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1852986.750000 Penalty: 4942.292969
	Iteration 40F: 3 clusters Score -1852987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1853004.375000 Penalty: 4942.292969
	Iteration 41Q: 3 clusters Score -1853004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1853009.375000 Penalty: 4942.292969
	Iteration 42Q: 3 clusters Score -1853009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1853018.875000 Penalty: 4942.292969
	Iteration 43Q: 3 clusters Score -1853019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1853018.625000 Penalty: 4942.292969
	Iteration 44Q: 3 clusters Score -1853019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1853019.250000 Penalty: 4942.292969
	Iteration 45Q: 3 clusters Score -1853019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1853027.625000 Penalty: 4942.292969
	Iteration 46Q: 3 clusters Score -1853028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1853025.375000 Penalty: 4942.292969
	Iteration 47Q: 3 clusters Score -1853025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1853025.500000 Penalty: 4942.292969
	Iteration 48Q: 3 clusters Score -1853026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1853029.000000 Penalty: 4942.292969
	Iteration 49Q: 3 clusters Score -1853029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1853037.500000 Penalty: 4942.292969
	Iteration 50Q: 3 clusters Score -1853038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1853043.875000 Penalty: 4942.292969
	Iteration 51Q: 3 clusters Score -1853044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1853046.875000 Penalty: 4942.292969
	Iteration 52Q: 3 clusters Score -1853047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1853047.000000 Penalty: 4942.292969
	Iteration 53Q: 3 clusters Score -1853047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1853048.875000 Penalty: 4942.292969
	Iteration 54Q: 3 clusters Score -1853049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1853052.500000 Penalty: 4942.292969
	Iteration 55Q: 3 clusters Score -1853052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1853056.625000 Penalty: 4942.292969
	Iteration 56Q: 3 clusters Score -1853057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1853060.125000 Penalty: 4942.292969
	Iteration 57Q: 3 clusters Score -1853060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1853060.500000 Penalty: 4942.292969
	Iteration 58Q: 3 clusters Score -1853060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1853058.750000 Penalty: 4942.292969
	Iteration 59Q: 3 clusters Score -1853059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1853061.625000 Penalty: 4942.292969
	Iteration 60F: 3 clusters Score -1853062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1853063.500000 Penalty: 4942.292969
	Iteration 61Q: 3 clusters Score -1853064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1853071.875000 Penalty: 4942.292969
	Iteration 62Q: 3 clusters Score -1853072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1853076.375000 Penalty: 4942.292969
	Iteration 63Q: 3 clusters Score -1853076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1853080.125000 Penalty: 4942.292969
	Iteration 64Q: 3 clusters Score -1853080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1853079.625000 Penalty: 4942.292969
	Iteration 65Q: 3 clusters Score -1853080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1853085.125000 Penalty: 4942.292969
	Iteration 66Q: 3 clusters Score -1853085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1853084.375000 Penalty: 4942.292969
	Iteration 67Q: 3 clusters Score -1853084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1853089.875000 Penalty: 4942.292969
	Iteration 68Q: 3 clusters Score -1853090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1853091.500000 Penalty: 4942.292969
	Iteration 69Q: 3 clusters Score -1853092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1853093.250000 Penalty: 4942.292969
	Iteration 70Q: 3 clusters Score -1853093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1853104.625000 Penalty: 4942.292969
	Iteration 71Q: 3 clusters Score -1853105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1853105.500000 Penalty: 4942.292969
	Iteration 72Q: 3 clusters Score -1853106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1853108.250000 Penalty: 4942.292969
	Iteration 73Q: 3 clusters Score -1853108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1853112.750000 Penalty: 4942.292969
	Iteration 74Q: 3 clusters Score -1853113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1853121.125000 Penalty: 4942.292969
	Iteration 75Q: 3 clusters Score -1853121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1853122.125000 Penalty: 4942.292969
	Iteration 76Q: 3 clusters Score -1853122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1853125.125000 Penalty: 4942.292969
	Iteration 77Q: 3 clusters Score -1853125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1853129.375000 Penalty: 4942.292969
	Iteration 78Q: 3 clusters Score -1853129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1853135.625000 Penalty: 4942.292969
	Iteration 79Q: 3 clusters Score -1853136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1853131.500000 Penalty: 4942.292969
	Iteration 80F: 3 clusters Score -1853132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1853130.875000 Penalty: 4942.292969
	Iteration 81Q: 3 clusters Score -1853131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1853140.500000 Penalty: 4942.292969
	Iteration 82Q: 3 clusters Score -1853140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1853138.875000 Penalty: 4942.292969
	Iteration 83Q: 3 clusters Score -1853139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1853145.375000 Penalty: 4942.292969
	Iteration 84Q: 3 clusters Score -1853145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1853153.750000 Penalty: 4942.292969
	Iteration 85Q: 3 clusters Score -1853154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1853158.125000 Penalty: 4942.292969
	Iteration 86Q: 3 clusters Score -1853158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1853164.750000 Penalty: 4942.292969
	Iteration 87Q: 3 clusters Score -1853165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1853165.000000 Penalty: 4942.292969
	Iteration 88Q: 3 clusters Score -1853165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1853171.000000 Penalty: 4942.292969
	Iteration 89Q: 3 clusters Score -1853171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1853177.625000 Penalty: 4942.292969
	Iteration 90Q: 3 clusters Score -1853178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1853184.750000 Penalty: 4942.292969
	Iteration 91Q: 3 clusters Score -1853185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1853185.875000 Penalty: 4942.292969
	Iteration 92Q: 3 clusters Score -1853186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1853192.500000 Penalty: 4942.292969
	Iteration 93Q: 3 clusters Score -1853192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1853193.500000 Penalty: 4942.292969
	Iteration 94Q: 3 clusters Score -1853194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1853198.125000 Penalty: 4942.292969
	Iteration 95Q: 3 clusters Score -1853198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1853204.250000 Penalty: 4942.292969
	Iteration 96Q: 3 clusters Score -1853204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1853206.125000 Penalty: 4942.292969
	Iteration 97Q: 3 clusters Score -1853206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1853207.875000 Penalty: 4942.292969
	Iteration 98Q: 3 clusters Score -1853208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1853208.125000 Penalty: 4942.292969
	Iteration 99Q: 3 clusters Score -1853208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1853208.500000 Penalty: 4942.292969
	Iteration 100F: 3 clusters Score -1853208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1853208.375000 Penalty: 4942.292969
	Iteration 101Q: 3 clusters Score -1853208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1853206.875000 Penalty: 4942.292969
	Iteration 102Q: 3 clusters Score -1853207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1853206.500000 Penalty: 4942.292969
	Iteration 103Q: 3 clusters Score -1853206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1853208.750000 Penalty: 4942.292969
	Iteration 104Q: 3 clusters Score -1853209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1853207.750000 Penalty: 4942.292969
	Iteration 105Q: 3 clusters Score -1853208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1853208.000000 Penalty: 4942.292969
	Iteration 106Q: 3 clusters Score -1853208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1853211.250000 Penalty: 4942.292969
	Iteration 107Q: 3 clusters Score -1853211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1853211.250000 Penalty: 4942.292969
	Iteration 108Q: 3 clusters Score -1853211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1853211.250000 Penalty: 4942.292969
	Iteration 109F: 3 clusters Score -1853211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -309902.562500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -309902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -306057.718750 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -306057.7 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -307091.375000 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -307091.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -307460.718750 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -307460.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -307835.781250 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -307835.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308219.718750 Penalty: 4106.855957
	Iteration 4F: 3 clusters Score -308219.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -308530.093750 Penalty: 4106.855957
	Iteration 5F: 3 clusters Score -308530.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -308744.687500 Penalty: 4106.855957
	Iteration 6F: 3 clusters Score -308744.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -308854.343750 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -308854.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -308918.093750 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -308918.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -308965.500000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -308965.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308996.687500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -308996.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -309012.343750 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -309012.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -309026.937500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -309026.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -309039.062500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -309039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -309049.500000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -309049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -309062.093750 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -309062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -309073.625000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -309073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -309081.781250 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -309081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -309087.937500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -309087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309092.750000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -309092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -309097.718750 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -309097.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -309101.406250 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -309101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -309104.906250 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -309104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -309106.562500 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -309106.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309108.781250 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -309108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -309111.687500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -309111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -309115.437500 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -309115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -309118.968750 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -309119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -309122.218750 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -309122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -309123.281250 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -309123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -309124.468750 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -309124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -309125.406250 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -309125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -309125.406250 Penalty: 4106.855957
	Iteration 32F: 3 clusters Score -309125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -159740.734375 Penalty: 1906.282104
	Iteration 0F: 2 clusters Score -159740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -157006.062500 Penalty: 3812.564209
	Iteration 0F: 3 clusters Score -157006.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -157496.390625 Penalty: 3812.564209
	Iteration 1F: 3 clusters Score -157496.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157632.078125 Penalty: 3812.564209
	Iteration 2F: 3 clusters Score -157632.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -157708.687500 Penalty: 3812.564209
	Iteration 3Q: 3 clusters Score -157708.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -157764.625000 Penalty: 3812.564209
	Iteration 4Q: 3 clusters Score -157764.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -157812.453125 Penalty: 3812.564209
	Iteration 5Q: 3 clusters Score -157812.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -157858.187500 Penalty: 3812.564209
	Iteration 6Q: 3 clusters Score -157858.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157897.203125 Penalty: 3812.564209
	Iteration 7Q: 3 clusters Score -157897.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -157930.312500 Penalty: 3812.564209
	Iteration 8Q: 3 clusters Score -157930.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -157960.546875 Penalty: 3812.564209
	Iteration 9Q: 3 clusters Score -157960.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157987.218750 Penalty: 3812.564209
	Iteration 10Q: 3 clusters Score -157987.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -158021.796875 Penalty: 3812.564209
	Iteration 11Q: 3 clusters Score -158021.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158047.796875 Penalty: 3812.564209
	Iteration 12Q: 3 clusters Score -158047.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -158072.843750 Penalty: 3812.564209
	Iteration 13Q: 3 clusters Score -158072.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158097.750000 Penalty: 3812.564209
	Iteration 14Q: 3 clusters Score -158097.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158119.078125 Penalty: 3812.564209
	Iteration 15Q: 3 clusters Score -158119.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158142.546875 Penalty: 3812.564209
	Iteration 16Q: 3 clusters Score -158142.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158159.546875 Penalty: 3812.564209
	Iteration 17Q: 3 clusters Score -158159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158171.953125 Penalty: 3812.564209
	Iteration 18Q: 3 clusters Score -158172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -158188.312500 Penalty: 3812.564209
	Iteration 19Q: 3 clusters Score -158188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158201.125000 Penalty: 3812.564209
	Iteration 20F: 3 clusters Score -158201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158221.000000 Penalty: 3812.564209
	Iteration 21Q: 3 clusters Score -158221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158239.625000 Penalty: 3812.564209
	Iteration 22Q: 3 clusters Score -158239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -158253.015625 Penalty: 3812.564209
	Iteration 23Q: 3 clusters Score -158253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158263.812500 Penalty: 3812.564209
	Iteration 24Q: 3 clusters Score -158263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158268.390625 Penalty: 3812.564209
	Iteration 25Q: 3 clusters Score -158268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158276.015625 Penalty: 3812.564209
	Iteration 26Q: 3 clusters Score -158276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -158280.921875 Penalty: 3812.564209
	Iteration 27Q: 3 clusters Score -158280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158286.218750 Penalty: 3812.564209
	Iteration 28Q: 3 clusters Score -158286.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -158291.203125 Penalty: 3812.564209
	Iteration 29Q: 3 clusters Score -158291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -158294.703125 Penalty: 3812.564209
	Iteration 30Q: 3 clusters Score -158294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158296.328125 Penalty: 3812.564209
	Iteration 31Q: 3 clusters Score -158296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158297.234375 Penalty: 3812.564209
	Iteration 32Q: 3 clusters Score -158297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158297.234375 Penalty: 3812.564209
	Iteration 33F: 3 clusters Score -158297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -91437.945312 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -91437.95 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 599 members 
Entering Unmasked Estep 
Score: -89348.632812 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -89348.63 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89724.945312 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -89724.95 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89876.460938 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -89876.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89966.289062 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -89966.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -90023.109375 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -90023.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -90058.890625 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -90058.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -90093.820312 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -90093.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -90111.617188 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -90111.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -90133.617188 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -90133.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -90151.039062 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -90151.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90159.921875 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -90159.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90170.273438 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -90170.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90180.203125 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -90180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -90187.718750 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -90187.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90192.242188 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -90192.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90200.328125 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -90200.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90213.289062 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -90213.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90216.593750 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -90216.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90217.351562 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -90217.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90220.859375 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -90220.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90222.593750 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -90222.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -502929.593750 Penalty: 2165.691406
	Iteration 0F: 2 clusters Score -502929.6 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 3090 members 
Entering Unmasked Estep 
Score: -497669.593750 Penalty: 4331.382812
	Iteration 0F: 3 clusters Score -497669.6 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -499206.687500 Penalty: 4331.382812
	Iteration 1F: 3 clusters Score -499206.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -499736.031250 Penalty: 4331.382812
	Iteration 2F: 3 clusters Score -499736 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -500257.093750 Penalty: 4331.382812
	Iteration 3F: 3 clusters Score -500257.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -500666.000000 Penalty: 4331.382812
	Iteration 4F: 3 clusters Score -500666 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -500962.906250 Penalty: 4331.382812
	Iteration 5F: 3 clusters Score -500962.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -501190.375000 Penalty: 4331.382812
	Iteration 6Q: 3 clusters Score -501190.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -501346.375000 Penalty: 4331.382812
	Iteration 7Q: 3 clusters Score -501346.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -501458.000000 Penalty: 4331.382812
	Iteration 8Q: 3 clusters Score -501458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -501536.812500 Penalty: 4331.382812
	Iteration 9Q: 3 clusters Score -501536.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -501592.656250 Penalty: 4331.382812
	Iteration 10Q: 3 clusters Score -501592.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -501644.187500 Penalty: 4331.382812
	Iteration 11Q: 3 clusters Score -501644.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -501690.250000 Penalty: 4331.382812
	Iteration 12Q: 3 clusters Score -501690.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -501723.593750 Penalty: 4331.382812
	Iteration 13Q: 3 clusters Score -501723.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -501747.937500 Penalty: 4331.382812
	Iteration 14Q: 3 clusters Score -501747.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -501769.406250 Penalty: 4331.382812
	Iteration 15Q: 3 clusters Score -501769.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501790.875000 Penalty: 4331.382812
	Iteration 16Q: 3 clusters Score -501790.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -501808.250000 Penalty: 4331.382812
	Iteration 17Q: 3 clusters Score -501808.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -501824.875000 Penalty: 4331.382812
	Iteration 18Q: 3 clusters Score -501824.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -501842.093750 Penalty: 4331.382812
	Iteration 19Q: 3 clusters Score -501842.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -501861.468750 Penalty: 4331.382812
	Iteration 20F: 3 clusters Score -501861.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -501873.937500 Penalty: 4331.382812
	Iteration 21Q: 3 clusters Score -501873.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -501889.312500 Penalty: 4331.382812
	Iteration 22Q: 3 clusters Score -501889.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -501899.843750 Penalty: 4331.382812
	Iteration 23Q: 3 clusters Score -501899.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -501913.093750 Penalty: 4331.382812
	Iteration 24Q: 3 clusters Score -501913.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -501925.718750 Penalty: 4331.382812
	Iteration 25Q: 3 clusters Score -501925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -501934.218750 Penalty: 4331.382812
	Iteration 26Q: 3 clusters Score -501934.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -501940.718750 Penalty: 4331.382812
	Iteration 27Q: 3 clusters Score -501940.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -501943.656250 Penalty: 4331.382812
	Iteration 28Q: 3 clusters Score -501943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -501947.031250 Penalty: 4331.382812
	Iteration 29Q: 3 clusters Score -501947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -501950.000000 Penalty: 4331.382812
	Iteration 30Q: 3 clusters Score -501950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -501953.437500 Penalty: 4331.382812
	Iteration 31Q: 3 clusters Score -501953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -501957.500000 Penalty: 4331.382812
	Iteration 32Q: 3 clusters Score -501957.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -501961.437500 Penalty: 4331.382812
	Iteration 33Q: 3 clusters Score -501961.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -501963.250000 Penalty: 4331.382812
	Iteration 34Q: 3 clusters Score -501963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -501967.375000 Penalty: 4331.382812
	Iteration 35Q: 3 clusters Score -501967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -501971.562500 Penalty: 4331.382812
	Iteration 36Q: 3 clusters Score -501971.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -501976.312500 Penalty: 4331.382812
	Iteration 37Q: 3 clusters Score -501976.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -501978.375000 Penalty: 4331.382812
	Iteration 38Q: 3 clusters Score -501978.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -501980.093750 Penalty: 4331.382812
	Iteration 39Q: 3 clusters Score -501980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -501984.156250 Penalty: 4331.382812
	Iteration 40F: 3 clusters Score -501984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -501984.968750 Penalty: 4331.382812
	Iteration 41Q: 3 clusters Score -501985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -501986.937500 Penalty: 4331.382812
	Iteration 42Q: 3 clusters Score -501986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -501987.750000 Penalty: 4331.382812
	Iteration 43Q: 3 clusters Score -501987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -501989.750000 Penalty: 4331.382812
	Iteration 44Q: 3 clusters Score -501989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -501994.562500 Penalty: 4331.382812
	Iteration 45Q: 3 clusters Score -501994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -501995.906250 Penalty: 4331.382812
	Iteration 46Q: 3 clusters Score -501995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -501998.437500 Penalty: 4331.382812
	Iteration 47Q: 3 clusters Score -501998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -501999.750000 Penalty: 4331.382812
	Iteration 48Q: 3 clusters Score -501999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -502003.312500 Penalty: 4331.382812
	Iteration 49Q: 3 clusters Score -502003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -502006.156250 Penalty: 4331.382812
	Iteration 50Q: 3 clusters Score -502006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -502008.375000 Penalty: 4331.382812
	Iteration 51Q: 3 clusters Score -502008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -502010.593750 Penalty: 4331.382812
	Iteration 52Q: 3 clusters Score -502010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -502010.968750 Penalty: 4331.382812
	Iteration 53Q: 3 clusters Score -502011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -502013.968750 Penalty: 4331.382812
	Iteration 54Q: 3 clusters Score -502014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -502016.468750 Penalty: 4331.382812
	Iteration 55Q: 3 clusters Score -502016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -502018.000000 Penalty: 4331.382812
	Iteration 56Q: 3 clusters Score -502018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502019.000000 Penalty: 4331.382812
	Iteration 57Q: 3 clusters Score -502019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502018.656250 Penalty: 4331.382812
	Iteration 58Q: 3 clusters Score -502018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502018.656250 Penalty: 4331.382812
	Iteration 59F: 3 clusters Score -502018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -399949.562500 Penalty: 2114.190918
	Iteration 0F: 2 clusters Score -399949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -395365.468750 Penalty: 4228.381836
	Iteration 0F: 3 clusters Score -395365.5 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -396606.937500 Penalty: 4228.381836
	Iteration 1F: 3 clusters Score -396606.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -397124.187500 Penalty: 4228.381836
	Iteration 2F: 3 clusters Score -397124.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -397891.125000 Penalty: 4228.381836
	Iteration 3F: 3 clusters Score -397891.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -398574.781250 Penalty: 4228.381836
	Iteration 4F: 3 clusters Score -398574.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -398975.375000 Penalty: 4228.381836
	Iteration 5F: 3 clusters Score -398975.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -399205.312500 Penalty: 4228.381836
	Iteration 6F: 3 clusters Score -399205.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -399349.031250 Penalty: 4228.381836
	Iteration 7Q: 3 clusters Score -399349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -399443.843750 Penalty: 4228.381836
	Iteration 8Q: 3 clusters Score -399443.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -399519.218750 Penalty: 4228.381836
	Iteration 9Q: 3 clusters Score -399519.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -399587.750000 Penalty: 4228.381836
	Iteration 10Q: 3 clusters Score -399587.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -399669.500000 Penalty: 4228.381836
	Iteration 11Q: 3 clusters Score -399669.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -399721.968750 Penalty: 4228.381836
	Iteration 12Q: 3 clusters Score -399722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -399752.562500 Penalty: 4228.381836
	Iteration 13Q: 3 clusters Score -399752.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -399762.937500 Penalty: 4228.381836
	Iteration 14Q: 3 clusters Score -399762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -399770.843750 Penalty: 4228.381836
	Iteration 15Q: 3 clusters Score -399770.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -399779.968750 Penalty: 4228.381836
	Iteration 16Q: 3 clusters Score -399780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -399783.562500 Penalty: 4228.381836
	Iteration 17Q: 3 clusters Score -399783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -399789.500000 Penalty: 4228.381836
	Iteration 18Q: 3 clusters Score -399789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -399795.406250 Penalty: 4228.381836
	Iteration 19Q: 3 clusters Score -399795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -399797.218750 Penalty: 4228.381836
	Iteration 20F: 3 clusters Score -399797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -399799.406250 Penalty: 4228.381836
	Iteration 21Q: 3 clusters Score -399799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -399799.437500 Penalty: 4228.381836
	Iteration 22Q: 3 clusters Score -399799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -399799.437500 Penalty: 4228.381836
	Iteration 23F: 3 clusters Score -399799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Entering Unmasked Estep 
Score: -728059.187500 Penalty: 2243.158691
	Iteration 0F: 2 clusters Score -728059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -721370.062500 Penalty: 4486.317383
	Iteration 0F: 3 clusters Score -721370.1 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -723233.125000 Penalty: 4486.317383
	Iteration 1F: 3 clusters Score -723233.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -723471.375000 Penalty: 4486.317383
	Iteration 2F: 3 clusters Score -723471.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -723617.000000 Penalty: 4486.317383
	Iteration 3Q: 3 clusters Score -723617 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -723727.562500 Penalty: 4486.317383
	Iteration 4Q: 3 clusters Score -723727.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -723809.062500 Penalty: 4486.317383
	Iteration 5Q: 3 clusters Score -723809.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -723881.500000 Penalty: 4486.317383
	Iteration 6Q: 3 clusters Score -723881.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -723953.875000 Penalty: 4486.317383
	Iteration 7Q: 3 clusters Score -723953.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -724029.687500 Penalty: 4486.317383
	Iteration 8Q: 3 clusters Score -724029.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -724130.000000 Penalty: 4486.317383
	Iteration 9Q: 3 clusters Score -724130 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -724230.000000 Penalty: 4486.317383
	Iteration 10Q: 3 clusters Score -724230 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -724355.375000 Penalty: 4486.317383
	Iteration 11Q: 3 clusters Score -724355.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -724506.187500 Penalty: 4486.317383
	Iteration 12Q: 3 clusters Score -724506.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -724651.687500 Penalty: 4486.317383
	Iteration 13Q: 3 clusters Score -724651.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -724815.937500 Penalty: 4486.317383
	Iteration 14Q: 3 clusters Score -724815.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -724971.250000 Penalty: 4486.317383
	Iteration 15Q: 3 clusters Score -724971.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -725131.437500 Penalty: 4486.317383
	Iteration 16Q: 3 clusters Score -725131.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -725278.375000 Penalty: 4486.317383
	Iteration 17Q: 3 clusters Score -725278.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -725422.375000 Penalty: 4486.317383
	Iteration 18Q: 3 clusters Score -725422.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -725557.750000 Penalty: 4486.317383
	Iteration 19Q: 3 clusters Score -725557.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -725653.000000 Penalty: 4486.317383
	Iteration 20F: 3 clusters Score -725653 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -725724.937500 Penalty: 4486.317383
	Iteration 21Q: 3 clusters Score -725724.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -725783.812500 Penalty: 4486.317383
	Iteration 22Q: 3 clusters Score -725783.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -725838.875000 Penalty: 4486.317383
	Iteration 23Q: 3 clusters Score -725838.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -725881.625000 Penalty: 4486.317383
	Iteration 24Q: 3 clusters Score -725881.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -725924.812500 Penalty: 4486.317383
	Iteration 25Q: 3 clusters Score -725924.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -725965.562500 Penalty: 4486.317383
	Iteration 26Q: 3 clusters Score -725965.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -726013.562500 Penalty: 4486.317383
	Iteration 27Q: 3 clusters Score -726013.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -726051.625000 Penalty: 4486.317383
	Iteration 28Q: 3 clusters Score -726051.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -726082.437500 Penalty: 4486.317383
	Iteration 29Q: 3 clusters Score -726082.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -726108.562500 Penalty: 4486.317383
	Iteration 30Q: 3 clusters Score -726108.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -726130.062500 Penalty: 4486.317383
	Iteration 31Q: 3 clusters Score -726130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -726143.937500 Penalty: 4486.317383
	Iteration 32Q: 3 clusters Score -726143.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -726155.625000 Penalty: 4486.317383
	Iteration 33Q: 3 clusters Score -726155.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -726164.125000 Penalty: 4486.317383
	Iteration 34Q: 3 clusters Score -726164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -726166.062500 Penalty: 4486.317383
	Iteration 35Q: 3 clusters Score -726166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -726168.250000 Penalty: 4486.317383
	Iteration 36Q: 3 clusters Score -726168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -726173.062500 Penalty: 4486.317383
	Iteration 37Q: 3 clusters Score -726173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -726181.562500 Penalty: 4486.317383
	Iteration 38Q: 3 clusters Score -726181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -726192.062500 Penalty: 4486.317383
	Iteration 39Q: 3 clusters Score -726192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -726197.937500 Penalty: 4486.317383
	Iteration 40F: 3 clusters Score -726197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -726203.062500 Penalty: 4486.317383
	Iteration 41Q: 3 clusters Score -726203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -726205.250000 Penalty: 4486.317383
	Iteration 42Q: 3 clusters Score -726205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -726208.312500 Penalty: 4486.317383
	Iteration 43Q: 3 clusters Score -726208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -726209.687500 Penalty: 4486.317383
	Iteration 44Q: 3 clusters Score -726209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -726214.812500 Penalty: 4486.317383
	Iteration 45Q: 3 clusters Score -726214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -726219.250000 Penalty: 4486.317383
	Iteration 46Q: 3 clusters Score -726219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -726221.812500 Penalty: 4486.317383
	Iteration 47Q: 3 clusters Score -726221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -726222.875000 Penalty: 4486.317383
	Iteration 48Q: 3 clusters Score -726222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -726224.437500 Penalty: 4486.317383
	Iteration 49Q: 3 clusters Score -726224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -726223.937500 Penalty: 4486.317383
	Iteration 50Q: 3 clusters Score -726223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -726223.937500 Penalty: 4486.317383
	Iteration 51F: 3 clusters Score -726223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174532.000000 Penalty: 179406.406250
Iteration 239Q: 55 clusters Score -5.117453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12827 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39168 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21677 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174512.000000 Penalty: 179406.406250
Iteration 240F: 55 clusters Score -5.117451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12822 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39168 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174528.000000 Penalty: 179406.406250
Iteration 241Q: 55 clusters Score -5.117453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12815 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 242Q: 55 clusters Score -5.117452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12814 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174516.000000 Penalty: 179406.406250
Iteration 243Q: 55 clusters Score -5.117452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12811 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39167 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174528.000000 Penalty: 179406.406250
Iteration 244Q: 55 clusters Score -5.117453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12808 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39166 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174532.000000 Penalty: 179406.406250
Iteration 245Q: 55 clusters Score -5.117453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12805 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39166 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174532.000000 Penalty: 179406.406250
Iteration 246Q: 55 clusters Score -5.117453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12804 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39166 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21678 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6666 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174548.000000 Penalty: 179406.406250
Iteration 247Q: 55 clusters Score -5.117455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12801 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39166 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21676 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6666 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174536.000000 Penalty: 179406.406250
Iteration 248Q: 55 clusters Score -5.117454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39164 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174528.000000 Penalty: 179406.406250
Iteration 249Q: 55 clusters Score -5.117453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12797 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174528.000000 Penalty: 179406.406250
Iteration 250Q: 55 clusters Score -5.117453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12794 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15319 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174520.000000 Penalty: 179406.406250
Iteration 251Q: 55 clusters Score -5.117452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12792 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174532.000000 Penalty: 179406.406250
Iteration 252Q: 55 clusters Score -5.117453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174540.000000 Penalty: 179406.406250
Iteration 253Q: 55 clusters Score -5.117454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174540.000000 Penalty: 179406.406250
Iteration 254F: 55 clusters Score -5.117454e+07 nChanged 0
Entering ConstructFrom: 
Score: -51174540.000000 Penalty: 179406.406250
Entering ConstructFrom: 
Trying to split cluster 1 (59331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Entering Unmasked Estep 
Score: -4756793.000000 Penalty: 2725.740234
	Iteration 0F: 2 clusters Score -4756793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4717102.000000 Penalty: 5451.480469
	Iteration 0F: 3 clusters Score -4717102 nChanged 27597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -4732724.000000 Penalty: 5451.480469
	Iteration 1F: 3 clusters Score -4732724 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4733820.500000 Penalty: 5451.480469
	Iteration 2Q: 3 clusters Score -4733820 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4735336.500000 Penalty: 5451.480469
	Iteration 3F: 3 clusters Score -4735336 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4737485.000000 Penalty: 5451.480469
	Iteration 4F: 3 clusters Score -4737485 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4740267.500000 Penalty: 5451.480469
	Iteration 5F: 3 clusters Score -4740268 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4743340.500000 Penalty: 5451.480469
	Iteration 6F: 3 clusters Score -4743340 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4746152.000000 Penalty: 5451.480469
	Iteration 7F: 3 clusters Score -4746152 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4748602.000000 Penalty: 5451.480469
	Iteration 8F: 3 clusters Score -4748602 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4750648.500000 Penalty: 5451.480469
	Iteration 9Q: 3 clusters Score -4750648 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4752075.000000 Penalty: 5451.480469
	Iteration 10Q: 3 clusters Score -4752075 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4753076.000000 Penalty: 5451.480469
	Iteration 11Q: 3 clusters Score -4753076 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4753716.000000 Penalty: 5451.480469
	Iteration 12Q: 3 clusters Score -4753716 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4754109.500000 Penalty: 5451.480469
	Iteration 13Q: 3 clusters Score -4754110 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4754318.500000 Penalty: 5451.480469
	Iteration 14Q: 3 clusters Score -4754318 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4754441.000000 Penalty: 5451.480469
	Iteration 15Q: 3 clusters Score -4754441 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4754538.000000 Penalty: 5451.480469
	Iteration 16Q: 3 clusters Score -4754538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4754596.000000 Penalty: 5451.480469
	Iteration 17Q: 3 clusters Score -4754596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4754646.000000 Penalty: 5451.480469
	Iteration 18Q: 3 clusters Score -4754646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4754672.000000 Penalty: 5451.480469
	Iteration 19Q: 3 clusters Score -4754672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4754693.500000 Penalty: 5451.480469
	Iteration 20F: 3 clusters Score -4754694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4754713.000000 Penalty: 5451.480469
	Iteration 21Q: 3 clusters Score -4754713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4754720.000000 Penalty: 5451.480469
	Iteration 22Q: 3 clusters Score -4754720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4754748.000000 Penalty: 5451.480469
	Iteration 23Q: 3 clusters Score -4754748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4754751.000000 Penalty: 5451.480469
	Iteration 24Q: 3 clusters Score -4754751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4754741.000000 Penalty: 5451.480469
	Iteration 25Q: 3 clusters Score -4754741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4754753.500000 Penalty: 5451.480469
	Iteration 26Q: 3 clusters Score -4754754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4754759.000000 Penalty: 5451.480469
	Iteration 27Q: 3 clusters Score -4754759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4754765.000000 Penalty: 5451.480469
	Iteration 28Q: 3 clusters Score -4754765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4754771.500000 Penalty: 5451.480469
	Iteration 29Q: 3 clusters Score -4754772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4754771.500000 Penalty: 5451.480469
	Iteration 30Q: 3 clusters Score -4754772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4754772.000000 Penalty: 5451.480469
	Iteration 31Q: 3 clusters Score -4754772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4754773.500000 Penalty: 5451.480469
	Iteration 32Q: 3 clusters Score -4754774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4754782.000000 Penalty: 5451.480469
	Iteration 33Q: 3 clusters Score -4754782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4754784.500000 Penalty: 5451.480469
	Iteration 34Q: 3 clusters Score -4754784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4754790.000000 Penalty: 5451.480469
	Iteration 35Q: 3 clusters Score -4754790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4754790.000000 Penalty: 5451.480469
	Iteration 36Q: 3 clusters Score -4754790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4754789.500000 Penalty: 5451.480469
	Iteration 37Q: 3 clusters Score -4754790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4754793.000000 Penalty: 5451.480469
	Iteration 38Q: 3 clusters Score -4754793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4754793.000000 Penalty: 5451.480469
	Iteration 39F: 3 clusters Score -4754793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Entering Unmasked Estep 
Score: -602209.687500 Penalty: 2205.912354
	Iteration 0F: 2 clusters Score -602209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -596264.125000 Penalty: 4411.824707
	Iteration 0F: 3 clusters Score -596264.1 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -598029.812500 Penalty: 4411.824707
	Iteration 1F: 3 clusters Score -598029.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -598345.250000 Penalty: 4411.824707
	Iteration 2F: 3 clusters Score -598345.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -598615.625000 Penalty: 4411.824707
	Iteration 3F: 3 clusters Score -598615.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -598835.937500 Penalty: 4411.824707
	Iteration 4Q: 3 clusters Score -598835.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -599095.625000 Penalty: 4411.824707
	Iteration 5Q: 3 clusters Score -599095.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -599357.312500 Penalty: 4411.824707
	Iteration 6F: 3 clusters Score -599357.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -599626.812500 Penalty: 4411.824707
	Iteration 7F: 3 clusters Score -599626.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -599840.125000 Penalty: 4411.824707
	Iteration 8Q: 3 clusters Score -599840.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -600007.312500 Penalty: 4411.824707
	Iteration 9Q: 3 clusters Score -600007.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -600121.375000 Penalty: 4411.824707
	Iteration 10Q: 3 clusters Score -600121.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -600220.375000 Penalty: 4411.824707
	Iteration 11Q: 3 clusters Score -600220.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -600298.625000 Penalty: 4411.824707
	Iteration 12Q: 3 clusters Score -600298.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -600362.625000 Penalty: 4411.824707
	Iteration 13Q: 3 clusters Score -600362.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -600410.562500 Penalty: 4411.824707
	Iteration 14Q: 3 clusters Score -600410.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -600449.125000 Penalty: 4411.824707
	Iteration 15Q: 3 clusters Score -600449.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -600480.625000 Penalty: 4411.824707
	Iteration 16Q: 3 clusters Score -600480.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -600502.625000 Penalty: 4411.824707
	Iteration 17Q: 3 clusters Score -600502.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -600522.312500 Penalty: 4411.824707
	Iteration 18Q: 3 clusters Score -600522.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -600540.187500 Penalty: 4411.824707
	Iteration 19Q: 3 clusters Score -600540.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -600556.125000 Penalty: 4411.824707
	Iteration 20F: 3 clusters Score -600556.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -600568.437500 Penalty: 4411.824707
	Iteration 21Q: 3 clusters Score -600568.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -600579.187500 Penalty: 4411.824707
	Iteration 22Q: 3 clusters Score -600579.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -600591.250000 Penalty: 4411.824707
	Iteration 23Q: 3 clusters Score -600591.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -600604.812500 Penalty: 4411.824707
	Iteration 24Q: 3 clusters Score -600604.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -600618.375000 Penalty: 4411.824707
	Iteration 25Q: 3 clusters Score -600618.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -600632.812500 Penalty: 4411.824707
	Iteration 26Q: 3 clusters Score -600632.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -600650.687500 Penalty: 4411.824707
	Iteration 27Q: 3 clusters Score -600650.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -600666.375000 Penalty: 4411.824707
	Iteration 28Q: 3 clusters Score -600666.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -600680.500000 Penalty: 4411.824707
	Iteration 29Q: 3 clusters Score -600680.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -600697.437500 Penalty: 4411.824707
	Iteration 30Q: 3 clusters Score -600697.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -600713.937500 Penalty: 4411.824707
	Iteration 31Q: 3 clusters Score -600713.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -600727.250000 Penalty: 4411.824707
	Iteration 32Q: 3 clusters Score -600727.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -600745.750000 Penalty: 4411.824707
	Iteration 33Q: 3 clusters Score -600745.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -600764.125000 Penalty: 4411.824707
	Iteration 34Q: 3 clusters Score -600764.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -600784.375000 Penalty: 4411.824707
	Iteration 35Q: 3 clusters Score -600784.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -600805.125000 Penalty: 4411.824707
	Iteration 36Q: 3 clusters Score -600805.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -600818.562500 Penalty: 4411.824707
	Iteration 37Q: 3 clusters Score -600818.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -600832.375000 Penalty: 4411.824707
	Iteration 38Q: 3 clusters Score -600832.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -600849.687500 Penalty: 4411.824707
	Iteration 39Q: 3 clusters Score -600849.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -600868.687500 Penalty: 4411.824707
	Iteration 40F: 3 clusters Score -600868.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -600886.250000 Penalty: 4411.824707
	Iteration 41Q: 3 clusters Score -600886.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -600902.937500 Penalty: 4411.824707
	Iteration 42Q: 3 clusters Score -600902.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -600913.750000 Penalty: 4411.824707
	Iteration 43Q: 3 clusters Score -600913.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -600923.500000 Penalty: 4411.824707
	Iteration 44Q: 3 clusters Score -600923.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -600931.437500 Penalty: 4411.824707
	Iteration 45Q: 3 clusters Score -600931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -600937.875000 Penalty: 4411.824707
	Iteration 46Q: 3 clusters Score -600937.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -600943.750000 Penalty: 4411.824707
	Iteration 47Q: 3 clusters Score -600943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -600947.312500 Penalty: 4411.824707
	Iteration 48Q: 3 clusters Score -600947.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -600952.500000 Penalty: 4411.824707
	Iteration 49Q: 3 clusters Score -600952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -600956.500000 Penalty: 4411.824707
	Iteration 50Q: 3 clusters Score -600956.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -600964.250000 Penalty: 4411.824707
	Iteration 51Q: 3 clusters Score -600964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -600966.375000 Penalty: 4411.824707
	Iteration 52Q: 3 clusters Score -600966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -600968.187500 Penalty: 4411.824707
	Iteration 53Q: 3 clusters Score -600968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -600972.187500 Penalty: 4411.824707
	Iteration 54Q: 3 clusters Score -600972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -600974.000000 Penalty: 4411.824707
	Iteration 55Q: 3 clusters Score -600974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -600974.062500 Penalty: 4411.824707
	Iteration 56Q: 3 clusters Score -600974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -600974.062500 Penalty: 4411.824707
	Iteration 57Q: 3 clusters Score -600974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -600975.125000 Penalty: 4411.824707
	Iteration 58Q: 3 clusters Score -600975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -600976.375000 Penalty: 4411.824707
	Iteration 59Q: 3 clusters Score -600976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -600975.125000 Penalty: 4411.824707
	Iteration 60F: 3 clusters Score -600975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -600977.000000 Penalty: 4411.824707
	Iteration 61Q: 3 clusters Score -600977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -600977.000000 Penalty: 4411.824707
	Iteration 62F: 3 clusters Score -600977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Entering Unmasked Estep 
Score: -1041295.875000 Penalty: 2345.211426
	Iteration 0F: 2 clusters Score -1041296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1031861.250000 Penalty: 4690.422852
	Iteration 0F: 3 clusters Score -1031861 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1034661.437500 Penalty: 4690.422852
	Iteration 1F: 3 clusters Score -1034661 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1034981.062500 Penalty: 4690.422852
	Iteration 2F: 3 clusters Score -1034981 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1035212.812500 Penalty: 4690.422852
	Iteration 3Q: 3 clusters Score -1035213 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1035394.437500 Penalty: 4690.422852
	Iteration 4Q: 3 clusters Score -1035394 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1035547.687500 Penalty: 4690.422852
	Iteration 5Q: 3 clusters Score -1035548 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1035675.062500 Penalty: 4690.422852
	Iteration 6Q: 3 clusters Score -1035675 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1035831.187500 Penalty: 4690.422852
	Iteration 7Q: 3 clusters Score -1035831 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1036012.000000 Penalty: 4690.422852
	Iteration 8Q: 3 clusters Score -1036012 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1036194.062500 Penalty: 4690.422852
	Iteration 9Q: 3 clusters Score -1036194 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1036387.562500 Penalty: 4690.422852
	Iteration 10Q: 3 clusters Score -1036388 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1036639.687500 Penalty: 4690.422852
	Iteration 11Q: 3 clusters Score -1036640 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1036964.000000 Penalty: 4690.422852
	Iteration 12Q: 3 clusters Score -1036964 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1037342.937500 Penalty: 4690.422852
	Iteration 13Q: 3 clusters Score -1037343 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1037715.437500 Penalty: 4690.422852
	Iteration 14Q: 3 clusters Score -1037715 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1038068.562500 Penalty: 4690.422852
	Iteration 15Q: 3 clusters Score -1038069 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1038362.437500 Penalty: 4690.422852
	Iteration 16Q: 3 clusters Score -1038362 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1038581.687500 Penalty: 4690.422852
	Iteration 17Q: 3 clusters Score -1038582 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1038759.125000 Penalty: 4690.422852
	Iteration 18Q: 3 clusters Score -1038759 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1038885.750000 Penalty: 4690.422852
	Iteration 19Q: 3 clusters Score -1038886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1038983.812500 Penalty: 4690.422852
	Iteration 20F: 3 clusters Score -1038984 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1039060.250000 Penalty: 4690.422852
	Iteration 21Q: 3 clusters Score -1039060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1039141.687500 Penalty: 4690.422852
	Iteration 22Q: 3 clusters Score -1039142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1039196.812500 Penalty: 4690.422852
	Iteration 23Q: 3 clusters Score -1039197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1039229.437500 Penalty: 4690.422852
	Iteration 24Q: 3 clusters Score -1039229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1039261.125000 Penalty: 4690.422852
	Iteration 25Q: 3 clusters Score -1039261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1039276.625000 Penalty: 4690.422852
	Iteration 26Q: 3 clusters Score -1039277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1039283.875000 Penalty: 4690.422852
	Iteration 27Q: 3 clusters Score -1039284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1039289.312500 Penalty: 4690.422852
	Iteration 28Q: 3 clusters Score -1039289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1039291.375000 Penalty: 4690.422852
	Iteration 29Q: 3 clusters Score -1039291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1039298.125000 Penalty: 4690.422852
	Iteration 30Q: 3 clusters Score -1039298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1039305.062500 Penalty: 4690.422852
	Iteration 31Q: 3 clusters Score -1039305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1039314.187500 Penalty: 4690.422852
	Iteration 32Q: 3 clusters Score -1039314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1039319.000000 Penalty: 4690.422852
	Iteration 33Q: 3 clusters Score -1039319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1039321.625000 Penalty: 4690.422852
	Iteration 34Q: 3 clusters Score -1039322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1039323.000000 Penalty: 4690.422852
	Iteration 35Q: 3 clusters Score -1039323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1039327.250000 Penalty: 4690.422852
	Iteration 36Q: 3 clusters Score -1039327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1039330.687500 Penalty: 4690.422852
	Iteration 37Q: 3 clusters Score -1039331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1039332.687500 Penalty: 4690.422852
	Iteration 38Q: 3 clusters Score -1039333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1039333.125000 Penalty: 4690.422852
	Iteration 39Q: 3 clusters Score -1039333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1039332.750000 Penalty: 4690.422852
	Iteration 40F: 3 clusters Score -1039333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1039334.062500 Penalty: 4690.422852
	Iteration 41Q: 3 clusters Score -1039334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1039334.437500 Penalty: 4690.422852
	Iteration 42Q: 3 clusters Score -1039334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1039335.062500 Penalty: 4690.422852
	Iteration 43Q: 3 clusters Score -1039335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1039335.687500 Penalty: 4690.422852
	Iteration 44Q: 3 clusters Score -1039336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1039335.687500 Penalty: 4690.422852
	Iteration 45F: 3 clusters Score -1039336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -254336.375000 Penalty: 2005.353394
	Iteration 0F: 2 clusters Score -254336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -250913.906250 Penalty: 4010.706787
	Iteration 0F: 3 clusters Score -250913.9 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -251615.703125 Penalty: 4010.706787
	Iteration 1F: 3 clusters Score -251615.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -251818.921875 Penalty: 4010.706787
	Iteration 2F: 3 clusters Score -251818.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -251953.750000 Penalty: 4010.706787
	Iteration 3F: 3 clusters Score -251953.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -252063.781250 Penalty: 4010.706787
	Iteration 4Q: 3 clusters Score -252063.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -252150.062500 Penalty: 4010.706787
	Iteration 5Q: 3 clusters Score -252150.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -252224.609375 Penalty: 4010.706787
	Iteration 6Q: 3 clusters Score -252224.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252301.734375 Penalty: 4010.706787
	Iteration 7Q: 3 clusters Score -252301.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -252397.453125 Penalty: 4010.706787
	Iteration 8Q: 3 clusters Score -252397.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -252486.859375 Penalty: 4010.706787
	Iteration 9Q: 3 clusters Score -252486.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -252551.031250 Penalty: 4010.706787
	Iteration 10Q: 3 clusters Score -252551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -252615.328125 Penalty: 4010.706787
	Iteration 11Q: 3 clusters Score -252615.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -252686.593750 Penalty: 4010.706787
	Iteration 12Q: 3 clusters Score -252686.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -252751.421875 Penalty: 4010.706787
	Iteration 13Q: 3 clusters Score -252751.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -252802.343750 Penalty: 4010.706787
	Iteration 14Q: 3 clusters Score -252802.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -252832.078125 Penalty: 4010.706787
	Iteration 15Q: 3 clusters Score -252832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -252855.703125 Penalty: 4010.706787
	Iteration 16Q: 3 clusters Score -252855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -252871.515625 Penalty: 4010.706787
	Iteration 17Q: 3 clusters Score -252871.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -252892.343750 Penalty: 4010.706787
	Iteration 18Q: 3 clusters Score -252892.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -252912.109375 Penalty: 4010.706787
	Iteration 19Q: 3 clusters Score -252912.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -252927.921875 Penalty: 4010.706787
	Iteration 20F: 3 clusters Score -252927.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -252939.062500 Penalty: 4010.706787
	Iteration 21Q: 3 clusters Score -252939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -252950.328125 Penalty: 4010.706787
	Iteration 22Q: 3 clusters Score -252950.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -252954.500000 Penalty: 4010.706787
	Iteration 23Q: 3 clusters Score -252954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -252956.906250 Penalty: 4010.706787
	Iteration 24Q: 3 clusters Score -252956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -252957.296875 Penalty: 4010.706787
	Iteration 25Q: 3 clusters Score -252957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -252958.140625 Penalty: 4010.706787
	Iteration 26Q: 3 clusters Score -252958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -252959.500000 Penalty: 4010.706787
	Iteration 27Q: 3 clusters Score -252959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -252960.468750 Penalty: 4010.706787
	Iteration 28Q: 3 clusters Score -252960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -252962.281250 Penalty: 4010.706787
	Iteration 29Q: 3 clusters Score -252962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -252963.062500 Penalty: 4010.706787
	Iteration 30Q: 3 clusters Score -252963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -252966.015625 Penalty: 4010.706787
	Iteration 31Q: 3 clusters Score -252966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -252967.140625 Penalty: 4010.706787
	Iteration 32Q: 3 clusters Score -252967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -252967.843750 Penalty: 4010.706787
	Iteration 33Q: 3 clusters Score -252967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -252968.640625 Penalty: 4010.706787
	Iteration 34Q: 3 clusters Score -252968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -252968.640625 Penalty: 4010.706787
	Iteration 35F: 3 clusters Score -252968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Entering Unmasked Estep 
Score: -3175453.500000 Penalty: 2622.720947
	Iteration 0F: 2 clusters Score -3175454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3148941.250000 Penalty: 5245.441895
	Iteration 0F: 3 clusters Score -3148941 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3159344.500000 Penalty: 5245.441895
	Iteration 1F: 3 clusters Score -3159344 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3160547.500000 Penalty: 5245.441895
	Iteration 2F: 3 clusters Score -3160548 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3162236.250000 Penalty: 5245.441895
	Iteration 3F: 3 clusters Score -3162236 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3164456.250000 Penalty: 5245.441895
	Iteration 4F: 3 clusters Score -3164456 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3166878.500000 Penalty: 5245.441895
	Iteration 5F: 3 clusters Score -3166878 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3169038.500000 Penalty: 5245.441895
	Iteration 6F: 3 clusters Score -3169038 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -3170658.000000 Penalty: 5245.441895
	Iteration 7Q: 3 clusters Score -3170658 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -3171743.250000 Penalty: 5245.441895
	Iteration 8Q: 3 clusters Score -3171743 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -3172419.500000 Penalty: 5245.441895
	Iteration 9Q: 3 clusters Score -3172420 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -3172815.500000 Penalty: 5245.441895
	Iteration 10Q: 3 clusters Score -3172816 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -3173026.500000 Penalty: 5245.441895
	Iteration 11Q: 3 clusters Score -3173026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -3173159.750000 Penalty: 5245.441895
	Iteration 12Q: 3 clusters Score -3173160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3173245.500000 Penalty: 5245.441895
	Iteration 13Q: 3 clusters Score -3173246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -3173293.500000 Penalty: 5245.441895
	Iteration 14Q: 3 clusters Score -3173294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3173314.000000 Penalty: 5245.441895
	Iteration 15Q: 3 clusters Score -3173314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -3173328.250000 Penalty: 5245.441895
	Iteration 16Q: 3 clusters Score -3173328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -3173336.500000 Penalty: 5245.441895
	Iteration 17Q: 3 clusters Score -3173336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -3173342.750000 Penalty: 5245.441895
	Iteration 18Q: 3 clusters Score -3173343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -3173346.750000 Penalty: 5245.441895
	Iteration 19Q: 3 clusters Score -3173347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -3173347.000000 Penalty: 5245.441895
	Iteration 20F: 3 clusters Score -3173347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -3173354.250000 Penalty: 5245.441895
	Iteration 21Q: 3 clusters Score -3173354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -3173354.750000 Penalty: 5245.441895
	Iteration 22Q: 3 clusters Score -3173355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -3173358.000000 Penalty: 5245.441895
	Iteration 23Q: 3 clusters Score -3173358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3173362.250000 Penalty: 5245.441895
	Iteration 24Q: 3 clusters Score -3173362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -3173364.000000 Penalty: 5245.441895
	Iteration 25Q: 3 clusters Score -3173364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -3173364.250000 Penalty: 5245.441895
	Iteration 26Q: 3 clusters Score -3173364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -3173371.750000 Penalty: 5245.441895
	Iteration 27Q: 3 clusters Score -3173372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -3173377.250000 Penalty: 5245.441895
	Iteration 28Q: 3 clusters Score -3173377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -3173379.250000 Penalty: 5245.441895
	Iteration 29Q: 3 clusters Score -3173379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -3173384.000000 Penalty: 5245.441895
	Iteration 30Q: 3 clusters Score -3173384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -3173387.500000 Penalty: 5245.441895
	Iteration 31Q: 3 clusters Score -3173388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -3173385.250000 Penalty: 5245.441895
	Iteration 32Q: 3 clusters Score -3173385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -3173392.250000 Penalty: 5245.441895
	Iteration 33Q: 3 clusters Score -3173392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -3173395.000000 Penalty: 5245.441895
	Iteration 34Q: 3 clusters Score -3173395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -3173397.000000 Penalty: 5245.441895
	Iteration 35Q: 3 clusters Score -3173397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -3173404.000000 Penalty: 5245.441895
	Iteration 36Q: 3 clusters Score -3173404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -3173404.000000 Penalty: 5245.441895
	Iteration 37Q: 3 clusters Score -3173404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -3173401.250000 Penalty: 5245.441895
	Iteration 38Q: 3 clusters Score -3173401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -3173401.250000 Penalty: 5245.441895
	Iteration 39F: 3 clusters Score -3173401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Entering Unmasked Estep 
Score: -776692.750000 Penalty: 2276.993652
	Iteration 0F: 2 clusters Score -776692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -769217.812500 Penalty: 4553.987305
	Iteration 0F: 3 clusters Score -769217.8 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -771466.625000 Penalty: 4553.987305
	Iteration 1F: 3 clusters Score -771466.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -772209.937500 Penalty: 4553.987305
	Iteration 2F: 3 clusters Score -772209.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -773107.562500 Penalty: 4553.987305
	Iteration 3F: 3 clusters Score -773107.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -773895.000000 Penalty: 4553.987305
	Iteration 4F: 3 clusters Score -773895 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -774418.562500 Penalty: 4553.987305
	Iteration 5F: 3 clusters Score -774418.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -774741.750000 Penalty: 4553.987305
	Iteration 6Q: 3 clusters Score -774741.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -774929.875000 Penalty: 4553.987305
	Iteration 7Q: 3 clusters Score -774929.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -775042.750000 Penalty: 4553.987305
	Iteration 8Q: 3 clusters Score -775042.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -775117.500000 Penalty: 4553.987305
	Iteration 9Q: 3 clusters Score -775117.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -775180.062500 Penalty: 4553.987305
	Iteration 10Q: 3 clusters Score -775180.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -775224.687500 Penalty: 4553.987305
	Iteration 11Q: 3 clusters Score -775224.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -775253.375000 Penalty: 4553.987305
	Iteration 12Q: 3 clusters Score -775253.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -775272.750000 Penalty: 4553.987305
	Iteration 13Q: 3 clusters Score -775272.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -775292.625000 Penalty: 4553.987305
	Iteration 14Q: 3 clusters Score -775292.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -775308.250000 Penalty: 4553.987305
	Iteration 15Q: 3 clusters Score -775308.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -775321.437500 Penalty: 4553.987305
	Iteration 16Q: 3 clusters Score -775321.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -775330.437500 Penalty: 4553.987305
	Iteration 17Q: 3 clusters Score -775330.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -775334.625000 Penalty: 4553.987305
	Iteration 18Q: 3 clusters Score -775334.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -775338.750000 Penalty: 4553.987305
	Iteration 19Q: 3 clusters Score -775338.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -775346.062500 Penalty: 4553.987305
	Iteration 20F: 3 clusters Score -775346.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -775351.562500 Penalty: 4553.987305
	Iteration 21Q: 3 clusters Score -775351.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -775351.250000 Penalty: 4553.987305
	Iteration 22Q: 3 clusters Score -775351.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -775353.937500 Penalty: 4553.987305
	Iteration 23Q: 3 clusters Score -775353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -775356.937500 Penalty: 4553.987305
	Iteration 24Q: 3 clusters Score -775356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -775358.000000 Penalty: 4553.987305
	Iteration 25Q: 3 clusters Score -775358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -775359.375000 Penalty: 4553.987305
	Iteration 26Q: 3 clusters Score -775359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -775361.750000 Penalty: 4553.987305
	Iteration 27Q: 3 clusters Score -775361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -775363.562500 Penalty: 4553.987305
	Iteration 28Q: 3 clusters Score -775363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -775365.312500 Penalty: 4553.987305
	Iteration 29Q: 3 clusters Score -775365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -775365.875000 Penalty: 4553.987305
	Iteration 30Q: 3 clusters Score -775365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -775364.812500 Penalty: 4553.987305
	Iteration 31Q: 3 clusters Score -775364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -775365.687500 Penalty: 4553.987305
	Iteration 32Q: 3 clusters Score -775365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -775365.687500 Penalty: 4553.987305
	Iteration 33F: 3 clusters Score -775365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Entering Unmasked Estep 
Score: -1785560.875000 Penalty: 2474.288818
	Iteration 0F: 2 clusters Score -1785561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1770540.125000 Penalty: 4948.577637
	Iteration 0F: 3 clusters Score -1770540 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1775958.500000 Penalty: 4948.577637
	Iteration 1F: 3 clusters Score -1775958 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1776931.375000 Penalty: 4948.577637
	Iteration 2F: 3 clusters Score -1776931 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1778394.500000 Penalty: 4948.577637
	Iteration 3F: 3 clusters Score -1778394 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1780125.750000 Penalty: 4948.577637
	Iteration 4F: 3 clusters Score -1780126 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1781550.125000 Penalty: 4948.577637
	Iteration 5F: 3 clusters Score -1781550 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1782445.750000 Penalty: 4948.577637
	Iteration 6F: 3 clusters Score -1782446 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1782986.125000 Penalty: 4948.577637
	Iteration 7Q: 3 clusters Score -1782986 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1783332.375000 Penalty: 4948.577637
	Iteration 8Q: 3 clusters Score -1783332 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1783631.125000 Penalty: 4948.577637
	Iteration 9Q: 3 clusters Score -1783631 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1783897.250000 Penalty: 4948.577637
	Iteration 10Q: 3 clusters Score -1783897 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1784132.375000 Penalty: 4948.577637
	Iteration 11Q: 3 clusters Score -1784132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1784300.250000 Penalty: 4948.577637
	Iteration 12Q: 3 clusters Score -1784300 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1784410.125000 Penalty: 4948.577637
	Iteration 13Q: 3 clusters Score -1784410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1784472.500000 Penalty: 4948.577637
	Iteration 14Q: 3 clusters Score -1784472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1784510.375000 Penalty: 4948.577637
	Iteration 15Q: 3 clusters Score -1784510 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1784528.500000 Penalty: 4948.577637
	Iteration 16Q: 3 clusters Score -1784528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1784551.750000 Penalty: 4948.577637
	Iteration 17Q: 3 clusters Score -1784552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1784577.000000 Penalty: 4948.577637
	Iteration 18Q: 3 clusters Score -1784577 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1784600.500000 Penalty: 4948.577637
	Iteration 19Q: 3 clusters Score -1784600 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1784610.125000 Penalty: 4948.577637
	Iteration 20F: 3 clusters Score -1784610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1784633.375000 Penalty: 4948.577637
	Iteration 21Q: 3 clusters Score -1784633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1784654.250000 Penalty: 4948.577637
	Iteration 22Q: 3 clusters Score -1784654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1784665.625000 Penalty: 4948.577637
	Iteration 23Q: 3 clusters Score -1784666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1784665.000000 Penalty: 4948.577637
	Iteration 24Q: 3 clusters Score -1784665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1784673.625000 Penalty: 4948.577637
	Iteration 25Q: 3 clusters Score -1784674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1784679.250000 Penalty: 4948.577637
	Iteration 26Q: 3 clusters Score -1784679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1784692.875000 Penalty: 4948.577637
	Iteration 27Q: 3 clusters Score -1784693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1784697.625000 Penalty: 4948.577637
	Iteration 28Q: 3 clusters Score -1784698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1784698.000000 Penalty: 4948.577637
	Iteration 29Q: 3 clusters Score -1784698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1784703.000000 Penalty: 4948.577637
	Iteration 30Q: 3 clusters Score -1784703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1784702.250000 Penalty: 4948.577637
	Iteration 31Q: 3 clusters Score -1784702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1784706.000000 Penalty: 4948.577637
	Iteration 32Q: 3 clusters Score -1784706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1784701.625000 Penalty: 4948.577637
	Iteration 33Q: 3 clusters Score -1784702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1784711.125000 Penalty: 4948.577637
	Iteration 34Q: 3 clusters Score -1784711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1784719.375000 Penalty: 4948.577637
	Iteration 35Q: 3 clusters Score -1784719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1784715.000000 Penalty: 4948.577637
	Iteration 36Q: 3 clusters Score -1784715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1784726.500000 Penalty: 4948.577637
	Iteration 37Q: 3 clusters Score -1784726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1784726.125000 Penalty: 4948.577637
	Iteration 38Q: 3 clusters Score -1784726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1784736.125000 Penalty: 4948.577637
	Iteration 39Q: 3 clusters Score -1784736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1784736.375000 Penalty: 4948.577637
	Iteration 40F: 3 clusters Score -1784736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1784735.250000 Penalty: 4948.577637
	Iteration 41Q: 3 clusters Score -1784735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1784736.750000 Penalty: 4948.577637
	Iteration 42Q: 3 clusters Score -1784737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1784737.875000 Penalty: 4948.577637
	Iteration 43Q: 3 clusters Score -1784738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1784735.500000 Penalty: 4948.577637
	Iteration 44Q: 3 clusters Score -1784736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1784736.250000 Penalty: 4948.577637
	Iteration 45Q: 3 clusters Score -1784736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1784736.250000 Penalty: 4948.577637
	Iteration 46F: 3 clusters Score -1784736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Entering Unmasked Estep 
Score: -1254228.125000 Penalty: 2389.954834
	Iteration 0F: 2 clusters Score -1254228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1243265.625000 Penalty: 4779.909668
	Iteration 0F: 3 clusters Score -1243266 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1246641.750000 Penalty: 4779.909668
	Iteration 1F: 3 clusters Score -1246642 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1247032.250000 Penalty: 4779.909668
	Iteration 2F: 3 clusters Score -1247032 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1247328.625000 Penalty: 4779.909668
	Iteration 3Q: 3 clusters Score -1247329 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1247595.375000 Penalty: 4779.909668
	Iteration 4Q: 3 clusters Score -1247595 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1247863.875000 Penalty: 4779.909668
	Iteration 5Q: 3 clusters Score -1247864 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1248207.125000 Penalty: 4779.909668
	Iteration 6Q: 3 clusters Score -1248207 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1248692.125000 Penalty: 4779.909668
	Iteration 7F: 3 clusters Score -1248692 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1249367.625000 Penalty: 4779.909668
	Iteration 8F: 3 clusters Score -1249368 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1250129.500000 Penalty: 4779.909668
	Iteration 9F: 3 clusters Score -1250130 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1250847.125000 Penalty: 4779.909668
	Iteration 10F: 3 clusters Score -1250847 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1251379.750000 Penalty: 4779.909668
	Iteration 11Q: 3 clusters Score -1251380 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1251718.375000 Penalty: 4779.909668
	Iteration 12Q: 3 clusters Score -1251718 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1251872.625000 Penalty: 4779.909668
	Iteration 13Q: 3 clusters Score -1251873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1251987.750000 Penalty: 4779.909668
	Iteration 14Q: 3 clusters Score -1251988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1252047.500000 Penalty: 4779.909668
	Iteration 15Q: 3 clusters Score -1252048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1252083.500000 Penalty: 4779.909668
	Iteration 16Q: 3 clusters Score -1252084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1252118.125000 Penalty: 4779.909668
	Iteration 17Q: 3 clusters Score -1252118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1252136.875000 Penalty: 4779.909668
	Iteration 18Q: 3 clusters Score -1252137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1252153.375000 Penalty: 4779.909668
	Iteration 19Q: 3 clusters Score -1252153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1252159.750000 Penalty: 4779.909668
	Iteration 20F: 3 clusters Score -1252160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1252163.500000 Penalty: 4779.909668
	Iteration 21Q: 3 clusters Score -1252164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1252167.000000 Penalty: 4779.909668
	Iteration 22Q: 3 clusters Score -1252167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1252176.500000 Penalty: 4779.909668
	Iteration 23Q: 3 clusters Score -1252176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1252178.250000 Penalty: 4779.909668
	Iteration 24Q: 3 clusters Score -1252178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1252181.375000 Penalty: 4779.909668
	Iteration 25Q: 3 clusters Score -1252181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1252183.750000 Penalty: 4779.909668
	Iteration 26Q: 3 clusters Score -1252184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1252186.625000 Penalty: 4779.909668
	Iteration 27Q: 3 clusters Score -1252187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1252186.625000 Penalty: 4779.909668
	Iteration 28F: 3 clusters Score -1252187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Entering Unmasked Estep 
Score: -705867.500000 Penalty: 2244.355225
	Iteration 0F: 2 clusters Score -705867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -699124.812500 Penalty: 4488.710449
	Iteration 0F: 3 clusters Score -699124.8 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -701037.125000 Penalty: 4488.710449
	Iteration 1F: 3 clusters Score -701037.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -701354.937500 Penalty: 4488.710449
	Iteration 2F: 3 clusters Score -701354.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -701804.125000 Penalty: 4488.710449
	Iteration 3F: 3 clusters Score -701804.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -702331.125000 Penalty: 4488.710449
	Iteration 4F: 3 clusters Score -702331.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -702712.250000 Penalty: 4488.710449
	Iteration 5F: 3 clusters Score -702712.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -703082.875000 Penalty: 4488.710449
	Iteration 6F: 3 clusters Score -703082.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -703525.562500 Penalty: 4488.710449
	Iteration 7F: 3 clusters Score -703525.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -704012.937500 Penalty: 4488.710449
	Iteration 8F: 3 clusters Score -704012.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -704457.187500 Penalty: 4488.710449
	Iteration 9F: 3 clusters Score -704457.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -704801.687500 Penalty: 4488.710449
	Iteration 10Q: 3 clusters Score -704801.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -705037.625000 Penalty: 4488.710449
	Iteration 11Q: 3 clusters Score -705037.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -705212.875000 Penalty: 4488.710449
	Iteration 12Q: 3 clusters Score -705212.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -705323.500000 Penalty: 4488.710449
	Iteration 13Q: 3 clusters Score -705323.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -705389.000000 Penalty: 4488.710449
	Iteration 14Q: 3 clusters Score -705389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -705445.750000 Penalty: 4488.710449
	Iteration 15Q: 3 clusters Score -705445.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -705481.625000 Penalty: 4488.710449
	Iteration 16Q: 3 clusters Score -705481.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -705501.750000 Penalty: 4488.710449
	Iteration 17Q: 3 clusters Score -705501.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -705514.062500 Penalty: 4488.710449
	Iteration 18Q: 3 clusters Score -705514.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -705521.875000 Penalty: 4488.710449
	Iteration 19Q: 3 clusters Score -705521.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -705532.375000 Penalty: 4488.710449
	Iteration 20F: 3 clusters Score -705532.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -705539.250000 Penalty: 4488.710449
	Iteration 21Q: 3 clusters Score -705539.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -705553.937500 Penalty: 4488.710449
	Iteration 22Q: 3 clusters Score -705553.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -705554.375000 Penalty: 4488.710449
	Iteration 23Q: 3 clusters Score -705554.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -705555.750000 Penalty: 4488.710449
	Iteration 24Q: 3 clusters Score -705555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -705557.500000 Penalty: 4488.710449
	Iteration 25Q: 3 clusters Score -705557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -705559.125000 Penalty: 4488.710449
	Iteration 26Q: 3 clusters Score -705559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -705558.812500 Penalty: 4488.710449
	Iteration 27Q: 3 clusters Score -705558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -705561.125000 Penalty: 4488.710449
	Iteration 28Q: 3 clusters Score -705561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -705562.250000 Penalty: 4488.710449
	Iteration 29Q: 3 clusters Score -705562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -705562.312500 Penalty: 4488.710449
	Iteration 30Q: 3 clusters Score -705562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -705562.312500 Penalty: 4488.710449
	Iteration 31F: 3 clusters Score -705562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -140196.000000 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -140196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -137548.750000 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -137548.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -138298.031250 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -138298 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138631.687500 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -138631.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -138806.046875 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -138806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -138970.781250 Penalty: 3802.910400
	Iteration 4F: 3 clusters Score -138970.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -139159.562500 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -139159.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -139294.937500 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -139294.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -139365.000000 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -139365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -139402.640625 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -139402.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -139447.812500 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -139447.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -139496.515625 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -139496.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -139548.437500 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -139548.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -139602.093750 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -139602.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -139653.687500 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -139653.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -139718.906250 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -139718.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -139765.109375 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -139765.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -139787.484375 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -139787.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -139804.875000 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -139804.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -139815.609375 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -139815.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -139828.296875 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -139828.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -139850.562500 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -139850.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -139901.562500 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -139901.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -139947.250000 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -139947.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139978.781250 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -139978.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -140018.093750 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -140018.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140055.625000 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -140055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140077.390625 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -140077.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140091.375000 Penalty: 3802.910400
	Iteration 27Q: 3 clusters Score -140091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -140104.656250 Penalty: 3802.910400
	Iteration 28Q: 3 clusters Score -140104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -140112.765625 Penalty: 3802.910400
	Iteration 29Q: 3 clusters Score -140112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -140120.375000 Penalty: 3802.910400
	Iteration 30Q: 3 clusters Score -140120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140126.703125 Penalty: 3802.910400
	Iteration 31Q: 3 clusters Score -140126.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -140133.843750 Penalty: 3802.910400
	Iteration 32Q: 3 clusters Score -140133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -140143.687500 Penalty: 3802.910400
	Iteration 33Q: 3 clusters Score -140143.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140154.343750 Penalty: 3802.910400
	Iteration 34Q: 3 clusters Score -140154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -140162.968750 Penalty: 3802.910400
	Iteration 35Q: 3 clusters Score -140163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -140167.546875 Penalty: 3802.910400
	Iteration 36Q: 3 clusters Score -140167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140171.968750 Penalty: 3802.910400
	Iteration 37Q: 3 clusters Score -140172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140178.203125 Penalty: 3802.910400
	Iteration 38Q: 3 clusters Score -140178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -140184.046875 Penalty: 3802.910400
	Iteration 39Q: 3 clusters Score -140184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -140193.625000 Penalty: 3802.910400
	Iteration 40F: 3 clusters Score -140193.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -140207.859375 Penalty: 3802.910400
	Iteration 41Q: 3 clusters Score -140207.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -140217.500000 Penalty: 3802.910400
	Iteration 42Q: 3 clusters Score -140217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -140226.828125 Penalty: 3802.910400
	Iteration 43Q: 3 clusters Score -140226.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140233.953125 Penalty: 3802.910400
	Iteration 44Q: 3 clusters Score -140234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140239.312500 Penalty: 3802.910400
	Iteration 45Q: 3 clusters Score -140239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140242.031250 Penalty: 3802.910400
	Iteration 46Q: 3 clusters Score -140242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -140251.421875 Penalty: 3802.910400
	Iteration 47Q: 3 clusters Score -140251.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -140265.781250 Penalty: 3802.910400
	Iteration 48Q: 3 clusters Score -140265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -140274.265625 Penalty: 3802.910400
	Iteration 49Q: 3 clusters Score -140274.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -140280.250000 Penalty: 3802.910400
	Iteration 50Q: 3 clusters Score -140280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -140288.687500 Penalty: 3802.910400
	Iteration 51Q: 3 clusters Score -140288.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -140295.828125 Penalty: 3802.910400
	Iteration 52Q: 3 clusters Score -140295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -140301.328125 Penalty: 3802.910400
	Iteration 53Q: 3 clusters Score -140301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140309.250000 Penalty: 3802.910400
	Iteration 54Q: 3 clusters Score -140309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -140313.906250 Penalty: 3802.910400
	Iteration 55Q: 3 clusters Score -140313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140319.484375 Penalty: 3802.910400
	Iteration 56Q: 3 clusters Score -140319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -140328.500000 Penalty: 3802.910400
	Iteration 57Q: 3 clusters Score -140328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -140336.281250 Penalty: 3802.910400
	Iteration 58Q: 3 clusters Score -140336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140349.250000 Penalty: 3802.910400
	Iteration 59Q: 3 clusters Score -140349.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -140360.484375 Penalty: 3802.910400
	Iteration 60F: 3 clusters Score -140360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140367.109375 Penalty: 3802.910400
	Iteration 61Q: 3 clusters Score -140367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -140374.640625 Penalty: 3802.910400
	Iteration 62Q: 3 clusters Score -140374.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140385.421875 Penalty: 3802.910400
	Iteration 63Q: 3 clusters Score -140385.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -140399.921875 Penalty: 3802.910400
	Iteration 64Q: 3 clusters Score -140399.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -140408.937500 Penalty: 3802.910400
	Iteration 65Q: 3 clusters Score -140408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -140419.812500 Penalty: 3802.910400
	Iteration 66Q: 3 clusters Score -140419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140435.734375 Penalty: 3802.910400
	Iteration 67Q: 3 clusters Score -140435.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140446.093750 Penalty: 3802.910400
	Iteration 68Q: 3 clusters Score -140446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140451.546875 Penalty: 3802.910400
	Iteration 69Q: 3 clusters Score -140451.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140461.609375 Penalty: 3802.910400
	Iteration 70Q: 3 clusters Score -140461.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140478.312500 Penalty: 3802.910400
	Iteration 71Q: 3 clusters Score -140478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140497.000000 Penalty: 3802.910400
	Iteration 72Q: 3 clusters Score -140497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140515.921875 Penalty: 3802.910400
	Iteration 73Q: 3 clusters Score -140515.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -140537.515625 Penalty: 3802.910400
	Iteration 74Q: 3 clusters Score -140537.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140558.312500 Penalty: 3802.910400
	Iteration 75Q: 3 clusters Score -140558.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -140609.828125 Penalty: 3802.910400
	Iteration 76Q: 3 clusters Score -140609.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140769.984375 Penalty: 3802.910400
	Iteration 77Q: 3 clusters Score -140770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -140988.156250 Penalty: 3802.910400
	Iteration 78Q: 3 clusters Score -140988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141073.687500 Penalty: 3802.910400
	Iteration 79Q: 3 clusters Score -141073.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -141116.796875 Penalty: 3802.910400
	Iteration 80F: 3 clusters Score -141116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141147.062500 Penalty: 3802.910400
	Iteration 81Q: 3 clusters Score -141147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141160.734375 Penalty: 3802.910400
	Iteration 82Q: 3 clusters Score -141160.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141173.296875 Penalty: 3802.910400
	Iteration 83Q: 3 clusters Score -141173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141177.718750 Penalty: 3802.910400
	Iteration 84Q: 3 clusters Score -141177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141181.640625 Penalty: 3802.910400
	Iteration 85Q: 3 clusters Score -141181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141181.640625 Penalty: 3802.910400
	Iteration 86F: 3 clusters Score -141181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 1627 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 510 members 
Entering Unmasked Estep 
Score: -51174080.000000 Penalty: 182728.750000
Splitting cluster 10 changes total score from -51174540.000000 to -51174080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -512242.406250 Penalty: 2198.281982
	Iteration 0F: 2 clusters Score -512242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -506476.906250 Penalty: 4396.563965
	Iteration 0F: 3 clusters Score -506476.9 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -508134.968750 Penalty: 4396.563965
	Iteration 1F: 3 clusters Score -508135 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -508681.500000 Penalty: 4396.563965
	Iteration 2F: 3 clusters Score -508681.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -509173.125000 Penalty: 4396.563965
	Iteration 3F: 3 clusters Score -509173.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -509526.437500 Penalty: 4396.563965
	Iteration 4F: 3 clusters Score -509526.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -509754.656250 Penalty: 4396.563965
	Iteration 5F: 3 clusters Score -509754.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -509915.531250 Penalty: 4396.563965
	Iteration 6Q: 3 clusters Score -509915.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -510010.437500 Penalty: 4396.563965
	Iteration 7Q: 3 clusters Score -510010.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -510091.718750 Penalty: 4396.563965
	Iteration 8Q: 3 clusters Score -510091.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -510166.343750 Penalty: 4396.563965
	Iteration 9Q: 3 clusters Score -510166.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -510243.625000 Penalty: 4396.563965
	Iteration 10Q: 3 clusters Score -510243.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -510317.343750 Penalty: 4396.563965
	Iteration 11Q: 3 clusters Score -510317.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -510396.281250 Penalty: 4396.563965
	Iteration 12Q: 3 clusters Score -510396.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -510479.312500 Penalty: 4396.563965
	Iteration 13Q: 3 clusters Score -510479.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -510561.375000 Penalty: 4396.563965
	Iteration 14Q: 3 clusters Score -510561.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -510657.937500 Penalty: 4396.563965
	Iteration 15Q: 3 clusters Score -510657.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -510782.437500 Penalty: 4396.563965
	Iteration 16Q: 3 clusters Score -510782.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -510935.968750 Penalty: 4396.563965
	Iteration 17Q: 3 clusters Score -510936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -511084.062500 Penalty: 4396.563965
	Iteration 18Q: 3 clusters Score -511084.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -511221.468750 Penalty: 4396.563965
	Iteration 19Q: 3 clusters Score -511221.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -511360.906250 Penalty: 4396.563965
	Iteration 20F: 3 clusters Score -511360.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -511505.312500 Penalty: 4396.563965
	Iteration 21Q: 3 clusters Score -511505.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -511671.812500 Penalty: 4396.563965
	Iteration 22Q: 3 clusters Score -511671.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -511840.968750 Penalty: 4396.563965
	Iteration 23Q: 3 clusters Score -511841 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -512013.093750 Penalty: 4396.563965
	Iteration 24Q: 3 clusters Score -512013.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -512127.843750 Penalty: 4396.563965
	Iteration 25Q: 3 clusters Score -512127.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -512211.875000 Penalty: 4396.563965
	Iteration 26Q: 3 clusters Score -512211.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -512271.718750 Penalty: 4396.563965
	Iteration 27Q: 3 clusters Score -512271.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -512323.750000 Penalty: 4396.563965
	Iteration 28Q: 3 clusters Score -512323.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -512377.531250 Penalty: 4396.563965
	Iteration 29Q: 3 clusters Score -512377.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -512419.312500 Penalty: 4396.563965
	Iteration 30Q: 3 clusters Score -512419.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -512445.812500 Penalty: 4396.563965
	Iteration 31Q: 3 clusters Score -512445.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -512457.312500 Penalty: 4396.563965
	Iteration 32Q: 3 clusters Score -512457.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -512465.937500 Penalty: 4396.563965
	Iteration 33Q: 3 clusters Score -512465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -512474.406250 Penalty: 4396.563965
	Iteration 34Q: 3 clusters Score -512474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -512492.312500 Penalty: 4396.563965
	Iteration 35Q: 3 clusters Score -512492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -512498.906250 Penalty: 4396.563965
	Iteration 36Q: 3 clusters Score -512498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -512504.625000 Penalty: 4396.563965
	Iteration 37Q: 3 clusters Score -512504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -512504.906250 Penalty: 4396.563965
	Iteration 38Q: 3 clusters Score -512504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -512507.281250 Penalty: 4396.563965
	Iteration 39Q: 3 clusters Score -512507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -512513.000000 Penalty: 4396.563965
	Iteration 40F: 3 clusters Score -512513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -512514.812500 Penalty: 4396.563965
	Iteration 41Q: 3 clusters Score -512514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -512515.156250 Penalty: 4396.563965
	Iteration 42Q: 3 clusters Score -512515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -512515.968750 Penalty: 4396.563965
	Iteration 43Q: 3 clusters Score -512516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -512516.250000 Penalty: 4396.563965
	Iteration 44Q: 3 clusters Score -512516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -512517.125000 Penalty: 4396.563965
	Iteration 45Q: 3 clusters Score -512517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -512517.625000 Penalty: 4396.563965
	Iteration 46Q: 3 clusters Score -512517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -512517.937500 Penalty: 4396.563965
	Iteration 47Q: 3 clusters Score -512517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -512519.531250 Penalty: 4396.563965
	Iteration 48Q: 3 clusters Score -512519.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -512520.875000 Penalty: 4396.563965
	Iteration 49Q: 3 clusters Score -512520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -512521.812500 Penalty: 4396.563965
	Iteration 50Q: 3 clusters Score -512521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -512522.187500 Penalty: 4396.563965
	Iteration 51Q: 3 clusters Score -512522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -512523.000000 Penalty: 4396.563965
	Iteration 52Q: 3 clusters Score -512523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -512524.062500 Penalty: 4396.563965
	Iteration 53Q: 3 clusters Score -512524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -512524.062500 Penalty: 4396.563965
	Iteration 54F: 3 clusters Score -512524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 915 members 
Entering Unmasked Estep 
Score: -51173648.000000 Penalty: 182728.750000
Splitting cluster 11 changes total score from -51174540.000000 to -51173648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -228819.140625 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -228819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -225662.328125 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -225662.3 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -226472.937500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -226472.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226873.546875 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -226873.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -227205.718750 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -227205.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -227455.171875 Penalty: 3948.839600
	Iteration 4F: 3 clusters Score -227455.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -227599.421875 Penalty: 3948.839600
	Iteration 5F: 3 clusters Score -227599.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -227668.390625 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -227668.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -227713.750000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -227713.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -227739.484375 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -227739.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227759.000000 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -227759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -227780.656250 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -227780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -227800.437500 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -227800.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -227815.500000 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -227815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -227828.187500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -227828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -227836.031250 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -227836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -227842.828125 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -227842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -227847.968750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -227848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -227852.687500 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -227852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -227858.984375 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -227859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -227863.187500 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -227863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -227865.343750 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -227865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -227868.000000 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -227868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -227868.843750 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -227868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -227869.531250 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -227869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -227870.140625 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -227870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -227870.140625 Penalty: 3948.839600
	Iteration 25F: 3 clusters Score -227870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -717069.125000 Penalty: 2250.310791
	Iteration 0F: 2 clusters Score -717069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -710276.375000 Penalty: 4500.621582
	Iteration 0F: 3 clusters Score -710276.4 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -712167.062500 Penalty: 4500.621582
	Iteration 1F: 3 clusters Score -712167.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -712483.125000 Penalty: 4500.621582
	Iteration 2F: 3 clusters Score -712483.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -712710.937500 Penalty: 4500.621582
	Iteration 3F: 3 clusters Score -712710.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -712916.250000 Penalty: 4500.621582
	Iteration 4Q: 3 clusters Score -712916.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -713134.562500 Penalty: 4500.621582
	Iteration 5Q: 3 clusters Score -713134.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -713367.562500 Penalty: 4500.621582
	Iteration 6Q: 3 clusters Score -713367.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -713614.062500 Penalty: 4500.621582
	Iteration 7Q: 3 clusters Score -713614.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -713935.812500 Penalty: 4500.621582
	Iteration 8Q: 3 clusters Score -713935.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -714221.375000 Penalty: 4500.621582
	Iteration 9Q: 3 clusters Score -714221.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -714462.937500 Penalty: 4500.621582
	Iteration 10Q: 3 clusters Score -714462.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -714639.375000 Penalty: 4500.621582
	Iteration 11Q: 3 clusters Score -714639.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -714802.875000 Penalty: 4500.621582
	Iteration 12Q: 3 clusters Score -714802.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -714934.250000 Penalty: 4500.621582
	Iteration 13Q: 3 clusters Score -714934.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -715016.312500 Penalty: 4500.621582
	Iteration 14Q: 3 clusters Score -715016.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -715073.437500 Penalty: 4500.621582
	Iteration 15Q: 3 clusters Score -715073.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -715101.062500 Penalty: 4500.621582
	Iteration 16Q: 3 clusters Score -715101.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -715118.812500 Penalty: 4500.621582
	Iteration 17Q: 3 clusters Score -715118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -715127.687500 Penalty: 4500.621582
	Iteration 18Q: 3 clusters Score -715127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -715137.500000 Penalty: 4500.621582
	Iteration 19Q: 3 clusters Score -715137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -715142.812500 Penalty: 4500.621582
	Iteration 20F: 3 clusters Score -715142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -715144.687500 Penalty: 4500.621582
	Iteration 21Q: 3 clusters Score -715144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -715146.375000 Penalty: 4500.621582
	Iteration 22Q: 3 clusters Score -715146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -715148.625000 Penalty: 4500.621582
	Iteration 23Q: 3 clusters Score -715148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -715150.125000 Penalty: 4500.621582
	Iteration 24Q: 3 clusters Score -715150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -715151.187500 Penalty: 4500.621582
	Iteration 25Q: 3 clusters Score -715151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -715152.750000 Penalty: 4500.621582
	Iteration 26Q: 3 clusters Score -715152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -715157.312500 Penalty: 4500.621582
	Iteration 27Q: 3 clusters Score -715157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -715158.312500 Penalty: 4500.621582
	Iteration 28Q: 3 clusters Score -715158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -715162.500000 Penalty: 4500.621582
	Iteration 29Q: 3 clusters Score -715162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -715162.875000 Penalty: 4500.621582
	Iteration 30Q: 3 clusters Score -715162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -715165.812500 Penalty: 4500.621582
	Iteration 31Q: 3 clusters Score -715165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -715166.312500 Penalty: 4500.621582
	Iteration 32Q: 3 clusters Score -715166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -715168.187500 Penalty: 4500.621582
	Iteration 33Q: 3 clusters Score -715168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -715172.375000 Penalty: 4500.621582
	Iteration 34Q: 3 clusters Score -715172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -715174.187500 Penalty: 4500.621582
	Iteration 35Q: 3 clusters Score -715174.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -715174.187500 Penalty: 4500.621582
	Iteration 36F: 3 clusters Score -715174.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -763628.562500 Penalty: 2254.090820
	Iteration 0F: 2 clusters Score -763628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -756663.375000 Penalty: 4508.181641
	Iteration 0F: 3 clusters Score -756663.4 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -758700.562500 Penalty: 4508.181641
	Iteration 1F: 3 clusters Score -758700.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -759044.687500 Penalty: 4508.181641
	Iteration 2F: 3 clusters Score -759044.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -759322.937500 Penalty: 4508.181641
	Iteration 3F: 3 clusters Score -759322.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -759543.812500 Penalty: 4508.181641
	Iteration 4Q: 3 clusters Score -759543.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -759755.750000 Penalty: 4508.181641
	Iteration 5Q: 3 clusters Score -759755.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -759945.125000 Penalty: 4508.181641
	Iteration 6Q: 3 clusters Score -759945.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -760118.812500 Penalty: 4508.181641
	Iteration 7Q: 3 clusters Score -760118.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -760297.812500 Penalty: 4508.181641
	Iteration 8Q: 3 clusters Score -760297.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -760476.000000 Penalty: 4508.181641
	Iteration 9Q: 3 clusters Score -760476 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -760659.562500 Penalty: 4508.181641
	Iteration 10Q: 3 clusters Score -760659.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -760850.875000 Penalty: 4508.181641
	Iteration 11Q: 3 clusters Score -760850.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -761005.812500 Penalty: 4508.181641
	Iteration 12Q: 3 clusters Score -761005.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -761115.250000 Penalty: 4508.181641
	Iteration 13Q: 3 clusters Score -761115.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -761200.500000 Penalty: 4508.181641
	Iteration 14Q: 3 clusters Score -761200.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -761265.562500 Penalty: 4508.181641
	Iteration 15Q: 3 clusters Score -761265.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -761342.562500 Penalty: 4508.181641
	Iteration 16Q: 3 clusters Score -761342.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -761393.312500 Penalty: 4508.181641
	Iteration 17Q: 3 clusters Score -761393.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -761440.875000 Penalty: 4508.181641
	Iteration 18Q: 3 clusters Score -761440.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -761482.000000 Penalty: 4508.181641
	Iteration 19Q: 3 clusters Score -761482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -761525.937500 Penalty: 4508.181641
	Iteration 20F: 3 clusters Score -761525.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -761561.375000 Penalty: 4508.181641
	Iteration 21Q: 3 clusters Score -761561.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -761589.750000 Penalty: 4508.181641
	Iteration 22Q: 3 clusters Score -761589.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -761607.625000 Penalty: 4508.181641
	Iteration 23Q: 3 clusters Score -761607.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -761615.500000 Penalty: 4508.181641
	Iteration 24Q: 3 clusters Score -761615.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -761619.750000 Penalty: 4508.181641
	Iteration 25Q: 3 clusters Score -761619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -761624.437500 Penalty: 4508.181641
	Iteration 26Q: 3 clusters Score -761624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -761623.687500 Penalty: 4508.181641
	Iteration 27Q: 3 clusters Score -761623.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -761626.562500 Penalty: 4508.181641
	Iteration 28Q: 3 clusters Score -761626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -761631.625000 Penalty: 4508.181641
	Iteration 29Q: 3 clusters Score -761631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -761634.562500 Penalty: 4508.181641
	Iteration 30Q: 3 clusters Score -761634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -761635.500000 Penalty: 4508.181641
	Iteration 31Q: 3 clusters Score -761635.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -761636.687500 Penalty: 4508.181641
	Iteration 32Q: 3 clusters Score -761636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -761639.562500 Penalty: 4508.181641
	Iteration 33Q: 3 clusters Score -761639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -761641.000000 Penalty: 4508.181641
	Iteration 34Q: 3 clusters Score -761641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -761643.625000 Penalty: 4508.181641
	Iteration 35Q: 3 clusters Score -761643.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -761650.250000 Penalty: 4508.181641
	Iteration 36Q: 3 clusters Score -761650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -761653.937500 Penalty: 4508.181641
	Iteration 37Q: 3 clusters Score -761653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -761654.687500 Penalty: 4508.181641
	Iteration 38Q: 3 clusters Score -761654.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -761662.000000 Penalty: 4508.181641
	Iteration 39Q: 3 clusters Score -761662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -761667.750000 Penalty: 4508.181641
	Iteration 40F: 3 clusters Score -761667.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -761670.000000 Penalty: 4508.181641
	Iteration 41Q: 3 clusters Score -761670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -761673.937500 Penalty: 4508.181641
	Iteration 42Q: 3 clusters Score -761673.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -761676.187500 Penalty: 4508.181641
	Iteration 43Q: 3 clusters Score -761676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -761681.500000 Penalty: 4508.181641
	Iteration 44Q: 3 clusters Score -761681.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -761685.375000 Penalty: 4508.181641
	Iteration 45Q: 3 clusters Score -761685.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -761687.562500 Penalty: 4508.181641
	Iteration 46Q: 3 clusters Score -761687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -761692.125000 Penalty: 4508.181641
	Iteration 47Q: 3 clusters Score -761692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -761694.812500 Penalty: 4508.181641
	Iteration 48Q: 3 clusters Score -761694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -761699.437500 Penalty: 4508.181641
	Iteration 49Q: 3 clusters Score -761699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -761702.062500 Penalty: 4508.181641
	Iteration 50Q: 3 clusters Score -761702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -761706.250000 Penalty: 4508.181641
	Iteration 51Q: 3 clusters Score -761706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -761709.375000 Penalty: 4508.181641
	Iteration 52Q: 3 clusters Score -761709.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -761708.437500 Penalty: 4508.181641
	Iteration 53Q: 3 clusters Score -761708.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -761711.687500 Penalty: 4508.181641
	Iteration 54Q: 3 clusters Score -761711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -761711.062500 Penalty: 4508.181641
	Iteration 55Q: 3 clusters Score -761711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -761712.250000 Penalty: 4508.181641
	Iteration 56Q: 3 clusters Score -761712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -761715.062500 Penalty: 4508.181641
	Iteration 57Q: 3 clusters Score -761715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -761719.437500 Penalty: 4508.181641
	Iteration 58Q: 3 clusters Score -761719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -761719.125000 Penalty: 4508.181641
	Iteration 59Q: 3 clusters Score -761719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -761722.500000 Penalty: 4508.181641
	Iteration 60F: 3 clusters Score -761722.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -761722.250000 Penalty: 4508.181641
	Iteration 61Q: 3 clusters Score -761722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -761725.312500 Penalty: 4508.181641
	Iteration 62Q: 3 clusters Score -761725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -761724.562500 Penalty: 4508.181641
	Iteration 63Q: 3 clusters Score -761724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -761726.000000 Penalty: 4508.181641
	Iteration 64Q: 3 clusters Score -761726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -761726.687500 Penalty: 4508.181641
	Iteration 65Q: 3 clusters Score -761726.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -761727.750000 Penalty: 4508.181641
	Iteration 66Q: 3 clusters Score -761727.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -761730.000000 Penalty: 4508.181641
	Iteration 67Q: 3 clusters Score -761730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -761731.437500 Penalty: 4508.181641
	Iteration 68Q: 3 clusters Score -761731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -761732.750000 Penalty: 4508.181641
	Iteration 69Q: 3 clusters Score -761732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -761731.375000 Penalty: 4508.181641
	Iteration 70Q: 3 clusters Score -761731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -761733.687500 Penalty: 4508.181641
	Iteration 71Q: 3 clusters Score -761733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -761738.250000 Penalty: 4508.181641
	Iteration 72Q: 3 clusters Score -761738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -761740.500000 Penalty: 4508.181641
	Iteration 73Q: 3 clusters Score -761740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -761737.875000 Penalty: 4508.181641
	Iteration 74Q: 3 clusters Score -761737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -761740.625000 Penalty: 4508.181641
	Iteration 75Q: 3 clusters Score -761740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -761741.500000 Penalty: 4508.181641
	Iteration 76Q: 3 clusters Score -761741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -761740.937500 Penalty: 4508.181641
	Iteration 77Q: 3 clusters Score -761740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -761741.937500 Penalty: 4508.181641
	Iteration 78Q: 3 clusters Score -761741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -761741.937500 Penalty: 4508.181641
	Iteration 79F: 3 clusters Score -761741.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -180288.343750 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -180288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -177499.953125 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -177500 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178010.546875 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -178010.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -178152.093750 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -178152.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -178250.812500 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -178250.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -178357.437500 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -178357.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -178471.718750 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -178471.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -178611.296875 Penalty: 3834.820068
	Iteration 6F: 3 clusters Score -178611.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178717.140625 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -178717.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -178821.218750 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -178821.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178897.031250 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -178897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178957.046875 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -178957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178996.203125 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -178996.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -179032.328125 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -179032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179066.046875 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -179066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179089.000000 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -179089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -179102.781250 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -179102.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179113.234375 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -179113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179122.812500 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -179122.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -179129.515625 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -179129.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179138.359375 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -179138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -179146.171875 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -179146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -179151.250000 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -179151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -179153.984375 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -179154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179156.781250 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -179156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179159.750000 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -179159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179161.625000 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -179161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179162.000000 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -179162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179162.671875 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -179162.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -179162.671875 Penalty: 3834.820068
	Iteration 28F: 3 clusters Score -179162.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Entering Unmasked Estep 
Score: -1814798.875000 Penalty: 2482.426025
	Iteration 0F: 2 clusters Score -1814799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1799411.125000 Penalty: 4964.852051
	Iteration 0F: 3 clusters Score -1799411 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1804716.250000 Penalty: 4964.852051
	Iteration 1F: 3 clusters Score -1804716 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1805309.125000 Penalty: 4964.852051
	Iteration 2F: 3 clusters Score -1805309 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1805905.500000 Penalty: 4964.852051
	Iteration 3F: 3 clusters Score -1805906 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1806489.875000 Penalty: 4964.852051
	Iteration 4F: 3 clusters Score -1806490 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1807198.375000 Penalty: 4964.852051
	Iteration 5F: 3 clusters Score -1807198 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1808003.250000 Penalty: 4964.852051
	Iteration 6F: 3 clusters Score -1808003 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1808829.875000 Penalty: 4964.852051
	Iteration 7F: 3 clusters Score -1808830 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1809642.000000 Penalty: 4964.852051
	Iteration 8F: 3 clusters Score -1809642 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1810365.250000 Penalty: 4964.852051
	Iteration 9Q: 3 clusters Score -1810365 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1811164 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1811422 nChanged 246
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Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1811485 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1811536 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1811567 nChanged 132
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Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1811592 nChanged 115
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1811626 nChanged 77
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Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1811633 nChanged 71
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Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1811645 nChanged 61
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Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1811649 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1811656 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1811657 nChanged 46
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1811661 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1811662 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1811666 nChanged 17
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1811665 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1811667 nChanged 15
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Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1811673 nChanged 22
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Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1811677 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1811678 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1811674 nChanged 23
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Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1811687 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11450 members 
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Mstep: Class 1 contains 10785 members 
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	Iteration 39Q: 3 clusters Score -1811692 nChanged 12
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Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10764 members 
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	Iteration 42Q: 3 clusters Score -1811703 nChanged 28
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Mstep: Class 1 contains 10746 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1811705 nChanged 43
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Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1811702 nChanged 40
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Mstep: Class 1 contains 10691 members 
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Mstep: Class 1 contains 10659 members 
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Mstep: Class 1 contains 10624 members 
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	Iteration 47Q: 3 clusters Score -1811710 nChanged 56
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Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11657 members 
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	Iteration 48Q: 3 clusters Score -1811718 nChanged 34
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Mstep: Class 1 contains 10562 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1811720 nChanged 30
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Mstep: Class 1 contains 10538 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1811728 nChanged 33
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Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1811730 nChanged 27
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Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1811734 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1811739 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10436 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1811740 nChanged 20
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Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1811744 nChanged 19
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Mstep: Class 1 contains 10415 members 
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	Iteration 56Q: 3 clusters Score -1811746 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1811748 nChanged 10
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Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1811742 nChanged 7
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Mstep: Class 1 contains 10380 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1811747 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1811749 nChanged 8
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Mstep: Class 1 contains 10369 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1811750 nChanged 8
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Mstep: Class 1 contains 10365 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1811752 nChanged 8
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Mstep: Class 1 contains 10365 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1811753 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10358 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1811753 nChanged 9
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Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1811753 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1811756 nChanged 11
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Mstep: Class 1 contains 10336 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1811755 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1811757 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1811751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1811753 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1811750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1811754 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10280 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1811760 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1811760 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10259 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1811761 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1811760 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10244 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1811756 nChanged 14
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Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1811758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1811762 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1811763 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1811761 nChanged 8
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Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1811762 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1811766 nChanged 8
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Mstep: Class 1 contains 10171 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1811767 nChanged 10
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	Iteration 85Q: 3 clusters Score -1811763 nChanged 17
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	Iteration 86Q: 3 clusters Score -1811769 nChanged 25
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Mstep: Class 1 contains 10127 members 
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Mstep: Class 1 contains 10105 members 
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Mstep: Class 1 contains 10083 members 
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	Iteration 89Q: 3 clusters Score -1811779 nChanged 29
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Mstep: Class 1 contains 10060 members 
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Mstep: Class 1 contains 10042 members 
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	Iteration 91Q: 3 clusters Score -1811785 nChanged 20
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Mstep: Class 1 contains 10026 members 
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	Iteration 93Q: 3 clusters Score -1811792 nChanged 24
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Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 12262 members 
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	Iteration 94Q: 3 clusters Score -1811787 nChanged 25
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Mstep: Class 1 contains 9956 members 
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	Iteration 95Q: 3 clusters Score -1811794 nChanged 16
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Mstep: Class 1 contains 9942 members 
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	Iteration 96Q: 3 clusters Score -1811795 nChanged 8
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Mstep: Class 1 contains 9938 members 
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	Iteration 97Q: 3 clusters Score -1811795 nChanged 6
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Mstep: Class 1 contains 9932 members 
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	Iteration 98Q: 3 clusters Score -1811794 nChanged 10
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Mstep: Class 1 contains 9922 members 
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	Iteration 99Q: 3 clusters Score -1811792 nChanged 12
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Mstep: Class 1 contains 9914 members 
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Mstep: Class 1 contains 9903 members 
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	Iteration 101Q: 3 clusters Score -1811796 nChanged 11
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Mstep: Class 1 contains 9892 members 
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	Iteration 102Q: 3 clusters Score -1811800 nChanged 13
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Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1811802.625000 Penalty: 4964.852051
	Iteration 103Q: 3 clusters Score -1811803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1811799.375000 Penalty: 4964.852051
	Iteration 104Q: 3 clusters Score -1811799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1811804.625000 Penalty: 4964.852051
	Iteration 105Q: 3 clusters Score -1811805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1811800.875000 Penalty: 4964.852051
	Iteration 106Q: 3 clusters Score -1811801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1811797.250000 Penalty: 4964.852051
	Iteration 107Q: 3 clusters Score -1811797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1811803.125000 Penalty: 4964.852051
	Iteration 108Q: 3 clusters Score -1811803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1811804.500000 Penalty: 4964.852051
	Iteration 109Q: 3 clusters Score -1811804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1811804.750000 Penalty: 4964.852051
	Iteration 110Q: 3 clusters Score -1811805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1811801.875000 Penalty: 4964.852051
	Iteration 111Q: 3 clusters Score -1811802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1811802.750000 Penalty: 4964.852051
	Iteration 112Q: 3 clusters Score -1811803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1811806.125000 Penalty: 4964.852051
	Iteration 113Q: 3 clusters Score -1811806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1811805.375000 Penalty: 4964.852051
	Iteration 114Q: 3 clusters Score -1811805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1811809.500000 Penalty: 4964.852051
	Iteration 115Q: 3 clusters Score -1811810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1811808.625000 Penalty: 4964.852051
	Iteration 116Q: 3 clusters Score -1811809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1811807.250000 Penalty: 4964.852051
	Iteration 117Q: 3 clusters Score -1811807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1811810.625000 Penalty: 4964.852051
	Iteration 118Q: 3 clusters Score -1811811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1811810.375000 Penalty: 4964.852051
	Iteration 119Q: 3 clusters Score -1811810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1811811.500000 Penalty: 4964.852051
	Iteration 120F: 3 clusters Score -1811812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1811812.250000 Penalty: 4964.852051
	Iteration 121Q: 3 clusters Score -1811812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1811812.750000 Penalty: 4964.852051
	Iteration 122Q: 3 clusters Score -1811813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1811813.875000 Penalty: 4964.852051
	Iteration 123Q: 3 clusters Score -1811814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1811813.875000 Penalty: 4964.852051
	Iteration 124F: 3 clusters Score -1811814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -458939.500000 Penalty: 2145.454102
	Iteration 0F: 2 clusters Score -458939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -453996.062500 Penalty: 4290.908203
	Iteration 0F: 3 clusters Score -453996.1 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -455149.031250 Penalty: 4290.908203
	Iteration 1F: 3 clusters Score -455149 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -455379.718750 Penalty: 4290.908203
	Iteration 2F: 3 clusters Score -455379.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -455524.250000 Penalty: 4290.908203
	Iteration 3Q: 3 clusters Score -455524.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -455614.562500 Penalty: 4290.908203
	Iteration 4Q: 3 clusters Score -455614.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -455692.812500 Penalty: 4290.908203
	Iteration 5Q: 3 clusters Score -455692.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -455747.937500 Penalty: 4290.908203
	Iteration 6Q: 3 clusters Score -455747.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -455803.968750 Penalty: 4290.908203
	Iteration 7Q: 3 clusters Score -455804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -455869.281250 Penalty: 4290.908203
	Iteration 8Q: 3 clusters Score -455869.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -455938.312500 Penalty: 4290.908203
	Iteration 9Q: 3 clusters Score -455938.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -456010.125000 Penalty: 4290.908203
	Iteration 10Q: 3 clusters Score -456010.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -456066.843750 Penalty: 4290.908203
	Iteration 11Q: 3 clusters Score -456066.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -456136.875000 Penalty: 4290.908203
	Iteration 12Q: 3 clusters Score -456136.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -456202.593750 Penalty: 4290.908203
	Iteration 13Q: 3 clusters Score -456202.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -456271.718750 Penalty: 4290.908203
	Iteration 14Q: 3 clusters Score -456271.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -456354.750000 Penalty: 4290.908203
	Iteration 15Q: 3 clusters Score -456354.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -456440.812500 Penalty: 4290.908203
	Iteration 16Q: 3 clusters Score -456440.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -456524.687500 Penalty: 4290.908203
	Iteration 17Q: 3 clusters Score -456524.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -456607.843750 Penalty: 4290.908203
	Iteration 18Q: 3 clusters Score -456607.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -456677.875000 Penalty: 4290.908203
	Iteration 19Q: 3 clusters Score -456677.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -456742.437500 Penalty: 4290.908203
	Iteration 20F: 3 clusters Score -456742.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -456802.500000 Penalty: 4290.908203
	Iteration 21Q: 3 clusters Score -456802.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -456842.031250 Penalty: 4290.908203
	Iteration 22Q: 3 clusters Score -456842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -456872.156250 Penalty: 4290.908203
	Iteration 23Q: 3 clusters Score -456872.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -456895.000000 Penalty: 4290.908203
	Iteration 24Q: 3 clusters Score -456895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -456915.750000 Penalty: 4290.908203
	Iteration 25Q: 3 clusters Score -456915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -456929.468750 Penalty: 4290.908203
	Iteration 26Q: 3 clusters Score -456929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -456936.781250 Penalty: 4290.908203
	Iteration 27Q: 3 clusters Score -456936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -456940.781250 Penalty: 4290.908203
	Iteration 28Q: 3 clusters Score -456940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -456946.625000 Penalty: 4290.908203
	Iteration 29Q: 3 clusters Score -456946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -456952.437500 Penalty: 4290.908203
	Iteration 30Q: 3 clusters Score -456952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -456956.843750 Penalty: 4290.908203
	Iteration 31Q: 3 clusters Score -456956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -456963.187500 Penalty: 4290.908203
	Iteration 32Q: 3 clusters Score -456963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -456966.125000 Penalty: 4290.908203
	Iteration 33Q: 3 clusters Score -456966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -456970.031250 Penalty: 4290.908203
	Iteration 34Q: 3 clusters Score -456970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -456973.187500 Penalty: 4290.908203
	Iteration 35Q: 3 clusters Score -456973.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -456974.000000 Penalty: 4290.908203
	Iteration 36Q: 3 clusters Score -456974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -456974.000000 Penalty: 4290.908203
	Iteration 37F: 3 clusters Score -456974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -792409.500000 Penalty: 2310.559082
	Iteration 0F: 2 clusters Score -792409.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -784187.687500 Penalty: 4621.118164
	Iteration 0F: 3 clusters Score -784187.7 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -786909.625000 Penalty: 4621.118164
	Iteration 1F: 3 clusters Score -786909.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -787395.687500 Penalty: 4621.118164
	Iteration 2F: 3 clusters Score -787395.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -787849.562500 Penalty: 4621.118164
	Iteration 3F: 3 clusters Score -787849.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -788287.562500 Penalty: 4621.118164
	Iteration 4F: 3 clusters Score -788287.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -788664.937500 Penalty: 4621.118164
	Iteration 5F: 3 clusters Score -788664.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -788940.312500 Penalty: 4621.118164
	Iteration 6Q: 3 clusters Score -788940.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -789163.437500 Penalty: 4621.118164
	Iteration 7Q: 3 clusters Score -789163.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -789351.875000 Penalty: 4621.118164
	Iteration 8Q: 3 clusters Score -789351.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -789514.562500 Penalty: 4621.118164
	Iteration 9Q: 3 clusters Score -789514.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -789645.312500 Penalty: 4621.118164
	Iteration 10Q: 3 clusters Score -789645.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -789756.687500 Penalty: 4621.118164
	Iteration 11Q: 3 clusters Score -789756.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -789838.562500 Penalty: 4621.118164
	Iteration 12Q: 3 clusters Score -789838.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -789899.875000 Penalty: 4621.118164
	Iteration 13Q: 3 clusters Score -789899.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -789945.750000 Penalty: 4621.118164
	Iteration 14Q: 3 clusters Score -789945.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -789982.812500 Penalty: 4621.118164
	Iteration 15Q: 3 clusters Score -789982.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -790002.312500 Penalty: 4621.118164
	Iteration 16Q: 3 clusters Score -790002.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -790031.937500 Penalty: 4621.118164
	Iteration 17Q: 3 clusters Score -790031.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -790066.062500 Penalty: 4621.118164
	Iteration 18Q: 3 clusters Score -790066.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -790096.625000 Penalty: 4621.118164
	Iteration 19Q: 3 clusters Score -790096.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -790127.500000 Penalty: 4621.118164
	Iteration 20F: 3 clusters Score -790127.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -790156.875000 Penalty: 4621.118164
	Iteration 21Q: 3 clusters Score -790156.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -790176.812500 Penalty: 4621.118164
	Iteration 22Q: 3 clusters Score -790176.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -790197.812500 Penalty: 4621.118164
	Iteration 23Q: 3 clusters Score -790197.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -790212.687500 Penalty: 4621.118164
	Iteration 24Q: 3 clusters Score -790212.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -790228.750000 Penalty: 4621.118164
	Iteration 25Q: 3 clusters Score -790228.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -790244.312500 Penalty: 4621.118164
	Iteration 26Q: 3 clusters Score -790244.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -790272.812500 Penalty: 4621.118164
	Iteration 27Q: 3 clusters Score -790272.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -790302.562500 Penalty: 4621.118164
	Iteration 28Q: 3 clusters Score -790302.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -790318.375000 Penalty: 4621.118164
	Iteration 29Q: 3 clusters Score -790318.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -790338.250000 Penalty: 4621.118164
	Iteration 30Q: 3 clusters Score -790338.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -790360.750000 Penalty: 4621.118164
	Iteration 31Q: 3 clusters Score -790360.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -790383.625000 Penalty: 4621.118164
	Iteration 32Q: 3 clusters Score -790383.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -790415.437500 Penalty: 4621.118164
	Iteration 33Q: 3 clusters Score -790415.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -790447.125000 Penalty: 4621.118164
	Iteration 34Q: 3 clusters Score -790447.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -790476.187500 Penalty: 4621.118164
	Iteration 35Q: 3 clusters Score -790476.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -790503.187500 Penalty: 4621.118164
	Iteration 36Q: 3 clusters Score -790503.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -790528.812500 Penalty: 4621.118164
	Iteration 37Q: 3 clusters Score -790528.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -790561.937500 Penalty: 4621.118164
	Iteration 38Q: 3 clusters Score -790561.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -790598.187500 Penalty: 4621.118164
	Iteration 39Q: 3 clusters Score -790598.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -790633.562500 Penalty: 4621.118164
	Iteration 40F: 3 clusters Score -790633.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -790670.500000 Penalty: 4621.118164
	Iteration 41Q: 3 clusters Score -790670.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -790695.437500 Penalty: 4621.118164
	Iteration 42Q: 3 clusters Score -790695.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -790715.562500 Penalty: 4621.118164
	Iteration 43Q: 3 clusters Score -790715.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -790736.937500 Penalty: 4621.118164
	Iteration 44Q: 3 clusters Score -790736.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -790754.937500 Penalty: 4621.118164
	Iteration 45Q: 3 clusters Score -790754.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -790767.500000 Penalty: 4621.118164
	Iteration 46Q: 3 clusters Score -790767.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -790778.687500 Penalty: 4621.118164
	Iteration 47Q: 3 clusters Score -790778.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -790791.750000 Penalty: 4621.118164
	Iteration 48Q: 3 clusters Score -790791.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -790800.250000 Penalty: 4621.118164
	Iteration 49Q: 3 clusters Score -790800.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -790808.875000 Penalty: 4621.118164
	Iteration 50Q: 3 clusters Score -790808.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -790819.187500 Penalty: 4621.118164
	Iteration 51Q: 3 clusters Score -790819.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -790829.125000 Penalty: 4621.118164
	Iteration 52Q: 3 clusters Score -790829.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -790843.750000 Penalty: 4621.118164
	Iteration 53Q: 3 clusters Score -790843.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -790852.750000 Penalty: 4621.118164
	Iteration 54Q: 3 clusters Score -790852.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -790864.562500 Penalty: 4621.118164
	Iteration 55Q: 3 clusters Score -790864.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -790875.000000 Penalty: 4621.118164
	Iteration 56Q: 3 clusters Score -790875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -790883.750000 Penalty: 4621.118164
	Iteration 57Q: 3 clusters Score -790883.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -790888.562500 Penalty: 4621.118164
	Iteration 58Q: 3 clusters Score -790888.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -790893.750000 Penalty: 4621.118164
	Iteration 59Q: 3 clusters Score -790893.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -790902.312500 Penalty: 4621.118164
	Iteration 60F: 3 clusters Score -790902.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -790909.437500 Penalty: 4621.118164
	Iteration 61Q: 3 clusters Score -790909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -790911.125000 Penalty: 4621.118164
	Iteration 62Q: 3 clusters Score -790911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -790916.500000 Penalty: 4621.118164
	Iteration 63Q: 3 clusters Score -790916.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -790930.125000 Penalty: 4621.118164
	Iteration 64Q: 3 clusters Score -790930.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -790940.687500 Penalty: 4621.118164
	Iteration 65Q: 3 clusters Score -790940.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -790951.687500 Penalty: 4621.118164
	Iteration 66Q: 3 clusters Score -790951.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -790961.562500 Penalty: 4621.118164
	Iteration 67Q: 3 clusters Score -790961.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -790965.625000 Penalty: 4621.118164
	Iteration 68Q: 3 clusters Score -790965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -790969.812500 Penalty: 4621.118164
	Iteration 69Q: 3 clusters Score -790969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -790976.812500 Penalty: 4621.118164
	Iteration 70Q: 3 clusters Score -790976.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -790983.812500 Penalty: 4621.118164
	Iteration 71Q: 3 clusters Score -790983.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -790992.375000 Penalty: 4621.118164
	Iteration 72Q: 3 clusters Score -790992.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -790996.812500 Penalty: 4621.118164
	Iteration 73Q: 3 clusters Score -790996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -790996.062500 Penalty: 4621.118164
	Iteration 74Q: 3 clusters Score -790996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -790999.375000 Penalty: 4621.118164
	Iteration 75Q: 3 clusters Score -790999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -790999.500000 Penalty: 4621.118164
	Iteration 76Q: 3 clusters Score -790999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -791000.437500 Penalty: 4621.118164
	Iteration 77Q: 3 clusters Score -791000.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -791003.250000 Penalty: 4621.118164
	Iteration 78Q: 3 clusters Score -791003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -791004.562500 Penalty: 4621.118164
	Iteration 79Q: 3 clusters Score -791004.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -791006.812500 Penalty: 4621.118164
	Iteration 80F: 3 clusters Score -791006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -791006.375000 Penalty: 4621.118164
	Iteration 81Q: 3 clusters Score -791006.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -791009.125000 Penalty: 4621.118164
	Iteration 82Q: 3 clusters Score -791009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -791012.812500 Penalty: 4621.118164
	Iteration 83Q: 3 clusters Score -791012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -791014.687500 Penalty: 4621.118164
	Iteration 84Q: 3 clusters Score -791014.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -791019.375000 Penalty: 4621.118164
	Iteration 85Q: 3 clusters Score -791019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -791021.062500 Penalty: 4621.118164
	Iteration 86Q: 3 clusters Score -791021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -791023.687500 Penalty: 4621.118164
	Iteration 87Q: 3 clusters Score -791023.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -791025.312500 Penalty: 4621.118164
	Iteration 88Q: 3 clusters Score -791025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -791025.687500 Penalty: 4621.118164
	Iteration 89Q: 3 clusters Score -791025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -791026.937500 Penalty: 4621.118164
	Iteration 90Q: 3 clusters Score -791026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -791029.000000 Penalty: 4621.118164
	Iteration 91Q: 3 clusters Score -791029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -791030.250000 Penalty: 4621.118164
	Iteration 92Q: 3 clusters Score -791030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -791030.562500 Penalty: 4621.118164
	Iteration 93Q: 3 clusters Score -791030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -791030.062500 Penalty: 4621.118164
	Iteration 94Q: 3 clusters Score -791030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -791029.812500 Penalty: 4621.118164
	Iteration 95Q: 3 clusters Score -791029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -791030.250000 Penalty: 4621.118164
	Iteration 96Q: 3 clusters Score -791030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -791030.250000 Penalty: 4621.118164
	Iteration 97F: 3 clusters Score -791030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Entering Unmasked Estep 
Score: -763281.187500 Penalty: 2272.641602
	Iteration 0F: 2 clusters Score -763281.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -755925.000000 Penalty: 4545.283203
	Iteration 0F: 3 clusters Score -755925 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -758237.437500 Penalty: 4545.283203
	Iteration 1F: 3 clusters Score -758237.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -758721.375000 Penalty: 4545.283203
	Iteration 2F: 3 clusters Score -758721.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -759182.187500 Penalty: 4545.283203
	Iteration 3F: 3 clusters Score -759182.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -759642.375000 Penalty: 4545.283203
	Iteration 4F: 3 clusters Score -759642.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -760015.937500 Penalty: 4545.283203
	Iteration 5F: 3 clusters Score -760015.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -760333.000000 Penalty: 4545.283203
	Iteration 6F: 3 clusters Score -760333 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -760600.125000 Penalty: 4545.283203
	Iteration 7Q: 3 clusters Score -760600.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -760787.062500 Penalty: 4545.283203
	Iteration 8Q: 3 clusters Score -760787.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -760912.750000 Penalty: 4545.283203
	Iteration 9Q: 3 clusters Score -760912.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -760998.937500 Penalty: 4545.283203
	Iteration 10Q: 3 clusters Score -760998.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -761066.625000 Penalty: 4545.283203
	Iteration 11Q: 3 clusters Score -761066.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -761126.875000 Penalty: 4545.283203
	Iteration 12Q: 3 clusters Score -761126.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -761188.125000 Penalty: 4545.283203
	Iteration 13Q: 3 clusters Score -761188.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -761250.687500 Penalty: 4545.283203
	Iteration 14Q: 3 clusters Score -761250.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -761330.437500 Penalty: 4545.283203
	Iteration 15Q: 3 clusters Score -761330.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -761433.562500 Penalty: 4545.283203
	Iteration 16Q: 3 clusters Score -761433.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -761555.375000 Penalty: 4545.283203
	Iteration 17Q: 3 clusters Score -761555.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -761686.437500 Penalty: 4545.283203
	Iteration 18Q: 3 clusters Score -761686.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -761819.562500 Penalty: 4545.283203
	Iteration 19Q: 3 clusters Score -761819.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -761951.000000 Penalty: 4545.283203
	Iteration 20F: 3 clusters Score -761951 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -762070.062500 Penalty: 4545.283203
	Iteration 21Q: 3 clusters Score -762070.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -762151.062500 Penalty: 4545.283203
	Iteration 22Q: 3 clusters Score -762151.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -762205.625000 Penalty: 4545.283203
	Iteration 23Q: 3 clusters Score -762205.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -762243.312500 Penalty: 4545.283203
	Iteration 24Q: 3 clusters Score -762243.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -762277.437500 Penalty: 4545.283203
	Iteration 25Q: 3 clusters Score -762277.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -762302.937500 Penalty: 4545.283203
	Iteration 26Q: 3 clusters Score -762302.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -762325.562500 Penalty: 4545.283203
	Iteration 27Q: 3 clusters Score -762325.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -762342.625000 Penalty: 4545.283203
	Iteration 28Q: 3 clusters Score -762342.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -762360.937500 Penalty: 4545.283203
	Iteration 29Q: 3 clusters Score -762360.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -762373.750000 Penalty: 4545.283203
	Iteration 30Q: 3 clusters Score -762373.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -762387.125000 Penalty: 4545.283203
	Iteration 31Q: 3 clusters Score -762387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -762396.250000 Penalty: 4545.283203
	Iteration 32Q: 3 clusters Score -762396.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -762405.062500 Penalty: 4545.283203
	Iteration 33Q: 3 clusters Score -762405.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -762411.312500 Penalty: 4545.283203
	Iteration 34Q: 3 clusters Score -762411.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -762416.187500 Penalty: 4545.283203
	Iteration 35Q: 3 clusters Score -762416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -762422.250000 Penalty: 4545.283203
	Iteration 36Q: 3 clusters Score -762422.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -762422.937500 Penalty: 4545.283203
	Iteration 37Q: 3 clusters Score -762422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -762429.500000 Penalty: 4545.283203
	Iteration 38Q: 3 clusters Score -762429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -762432.437500 Penalty: 4545.283203
	Iteration 39Q: 3 clusters Score -762432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -762432.937500 Penalty: 4545.283203
	Iteration 40F: 3 clusters Score -762432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -762437.000000 Penalty: 4545.283203
	Iteration 41Q: 3 clusters Score -762437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -762436.937500 Penalty: 4545.283203
	Iteration 42Q: 3 clusters Score -762436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -762439.500000 Penalty: 4545.283203
	Iteration 43Q: 3 clusters Score -762439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -762440.125000 Penalty: 4545.283203
	Iteration 44Q: 3 clusters Score -762440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -762441.437500 Penalty: 4545.283203
	Iteration 45Q: 3 clusters Score -762441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -762444.125000 Penalty: 4545.283203
	Iteration 46Q: 3 clusters Score -762444.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -762444.687500 Penalty: 4545.283203
	Iteration 47Q: 3 clusters Score -762444.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -762447.875000 Penalty: 4545.283203
	Iteration 48Q: 3 clusters Score -762447.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -762456.875000 Penalty: 4545.283203
	Iteration 49Q: 3 clusters Score -762456.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -762462.812500 Penalty: 4545.283203
	Iteration 50Q: 3 clusters Score -762462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -762472.375000 Penalty: 4545.283203
	Iteration 51Q: 3 clusters Score -762472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -762475.125000 Penalty: 4545.283203
	Iteration 52Q: 3 clusters Score -762475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -762478.250000 Penalty: 4545.283203
	Iteration 53Q: 3 clusters Score -762478.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -762481.437500 Penalty: 4545.283203
	Iteration 54Q: 3 clusters Score -762481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -762484.187500 Penalty: 4545.283203
	Iteration 55Q: 3 clusters Score -762484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -762486.875000 Penalty: 4545.283203
	Iteration 56Q: 3 clusters Score -762486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -762484.500000 Penalty: 4545.283203
	Iteration 57Q: 3 clusters Score -762484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -762485.437500 Penalty: 4545.283203
	Iteration 58Q: 3 clusters Score -762485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -762486.062500 Penalty: 4545.283203
	Iteration 59Q: 3 clusters Score -762486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -762486.687500 Penalty: 4545.283203
	Iteration 60F: 3 clusters Score -762486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Entering Unmasked Estep 
Score: -100942.781250 Penalty: 1788.831909
	Iteration 0F: 2 clusters Score -100942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -98760.695312 Penalty: 3577.663818
	Iteration 0F: 3 clusters Score -98760.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99118.031250 Penalty: 3577.663818
	Iteration 1F: 3 clusters Score -99118.03 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -99239.000000 Penalty: 3577.663818
	Iteration 2F: 3 clusters Score -99239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -99310.976562 Penalty: 3577.663818
	Iteration 3Q: 3 clusters Score -99310.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -99366.382812 Penalty: 3577.663818
	Iteration 4Q: 3 clusters Score -99366.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -99409.757812 Penalty: 3577.663818
	Iteration 5Q: 3 clusters Score -99409.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -99444.554688 Penalty: 3577.663818
	Iteration 6Q: 3 clusters Score -99444.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99475.000000 Penalty: 3577.663818
	Iteration 7Q: 3 clusters Score -99475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99503.328125 Penalty: 3577.663818
	Iteration 8Q: 3 clusters Score -99503.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99525.656250 Penalty: 3577.663818
	Iteration 9Q: 3 clusters Score -99525.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99539.320312 Penalty: 3577.663818
	Iteration 10Q: 3 clusters Score -99539.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99548.437500 Penalty: 3577.663818
	Iteration 11Q: 3 clusters Score -99548.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99554.328125 Penalty: 3577.663818
	Iteration 12Q: 3 clusters Score -99554.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -99562.171875 Penalty: 3577.663818
	Iteration 13Q: 3 clusters Score -99562.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99567.476562 Penalty: 3577.663818
	Iteration 14Q: 3 clusters Score -99567.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99569.906250 Penalty: 3577.663818
	Iteration 15Q: 3 clusters Score -99569.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99574.484375 Penalty: 3577.663818
	Iteration 16Q: 3 clusters Score -99574.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99576.742188 Penalty: 3577.663818
	Iteration 17Q: 3 clusters Score -99576.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99578.078125 Penalty: 3577.663818
	Iteration 18Q: 3 clusters Score -99578.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99579.773438 Penalty: 3577.663818
	Iteration 19Q: 3 clusters Score -99579.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99581.757812 Penalty: 3577.663818
	Iteration 20F: 3 clusters Score -99581.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99583.734375 Penalty: 3577.663818
	Iteration 21Q: 3 clusters Score -99583.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99583.867188 Penalty: 3577.663818
	Iteration 22Q: 3 clusters Score -99583.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99583.867188 Penalty: 3577.663818
	Iteration 23F: 3 clusters Score -99583.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -735168.312500 Penalty: 2259.189453
	Iteration 0F: 2 clusters Score -735168.3 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 4537 members 
Entering Unmasked Estep 
Score: -728171.125000 Penalty: 4518.378906
	Iteration 0F: 3 clusters Score -728171.1 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -730196.375000 Penalty: 4518.378906
	Iteration 1F: 3 clusters Score -730196.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -730512.562500 Penalty: 4518.378906
	Iteration 2F: 3 clusters Score -730512.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -730777.250000 Penalty: 4518.378906
	Iteration 3F: 3 clusters Score -730777.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -730986.937500 Penalty: 4518.378906
	Iteration 4Q: 3 clusters Score -730986.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -731158.437500 Penalty: 4518.378906
	Iteration 5Q: 3 clusters Score -731158.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -731315.500000 Penalty: 4518.378906
	Iteration 6Q: 3 clusters Score -731315.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -731460.687500 Penalty: 4518.378906
	Iteration 7Q: 3 clusters Score -731460.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -731622.250000 Penalty: 4518.378906
	Iteration 8Q: 3 clusters Score -731622.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -731796.812500 Penalty: 4518.378906
	Iteration 9Q: 3 clusters Score -731796.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -731990.125000 Penalty: 4518.378906
	Iteration 10Q: 3 clusters Score -731990.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -732172.937500 Penalty: 4518.378906
	Iteration 11Q: 3 clusters Score -732172.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -732330.937500 Penalty: 4518.378906
	Iteration 12Q: 3 clusters Score -732330.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -732469.250000 Penalty: 4518.378906
	Iteration 13Q: 3 clusters Score -732469.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -732607.875000 Penalty: 4518.378906
	Iteration 14Q: 3 clusters Score -732607.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -732742.125000 Penalty: 4518.378906
	Iteration 15Q: 3 clusters Score -732742.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -732865.625000 Penalty: 4518.378906
	Iteration 16Q: 3 clusters Score -732865.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -732966.312500 Penalty: 4518.378906
	Iteration 17Q: 3 clusters Score -732966.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -733052.187500 Penalty: 4518.378906
	Iteration 18Q: 3 clusters Score -733052.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -733126.125000 Penalty: 4518.378906
	Iteration 19Q: 3 clusters Score -733126.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -733208.062500 Penalty: 4518.378906
	Iteration 20F: 3 clusters Score -733208.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -733336.250000 Penalty: 4518.378906
	Iteration 21Q: 3 clusters Score -733336.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -733549.125000 Penalty: 4518.378906
	Iteration 22Q: 3 clusters Score -733549.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -733836.750000 Penalty: 4518.378906
	Iteration 23Q: 3 clusters Score -733836.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -734212.000000 Penalty: 4518.378906
	Iteration 24Q: 3 clusters Score -734212 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -734557.875000 Penalty: 4518.378906
	Iteration 25Q: 3 clusters Score -734557.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -734706.625000 Penalty: 4518.378906
	Iteration 26Q: 3 clusters Score -734706.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -734761.375000 Penalty: 4518.378906
	Iteration 27Q: 3 clusters Score -734761.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -734788.437500 Penalty: 4518.378906
	Iteration 28Q: 3 clusters Score -734788.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -734802.625000 Penalty: 4518.378906
	Iteration 29Q: 3 clusters Score -734802.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -734811.062500 Penalty: 4518.378906
	Iteration 30Q: 3 clusters Score -734811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -734817.562500 Penalty: 4518.378906
	Iteration 31Q: 3 clusters Score -734817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -734820.062500 Penalty: 4518.378906
	Iteration 32Q: 3 clusters Score -734820.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -734822.937500 Penalty: 4518.378906
	Iteration 33Q: 3 clusters Score -734822.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -734823.187500 Penalty: 4518.378906
	Iteration 34Q: 3 clusters Score -734823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -734825.500000 Penalty: 4518.378906
	Iteration 35Q: 3 clusters Score -734825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -734828.125000 Penalty: 4518.378906
	Iteration 36Q: 3 clusters Score -734828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -734830.187500 Penalty: 4518.378906
	Iteration 37Q: 3 clusters Score -734830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -734830.562500 Penalty: 4518.378906
	Iteration 38Q: 3 clusters Score -734830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -734833.062500 Penalty: 4518.378906
	Iteration 39Q: 3 clusters Score -734833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -734834.812500 Penalty: 4518.378906
	Iteration 40F: 3 clusters Score -734834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -734836.187500 Penalty: 4518.378906
	Iteration 41Q: 3 clusters Score -734836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -734837.937500 Penalty: 4518.378906
	Iteration 42Q: 3 clusters Score -734837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -734840.812500 Penalty: 4518.378906
	Iteration 43Q: 3 clusters Score -734840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -734839.937500 Penalty: 4518.378906
	Iteration 44Q: 3 clusters Score -734839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -734840.562500 Penalty: 4518.378906
	Iteration 45Q: 3 clusters Score -734840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -734842.250000 Penalty: 4518.378906
	Iteration 46Q: 3 clusters Score -734842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -734842.375000 Penalty: 4518.378906
	Iteration 47Q: 3 clusters Score -734842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -734844.562500 Penalty: 4518.378906
	Iteration 48Q: 3 clusters Score -734844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -734844.562500 Penalty: 4518.378906
	Iteration 49F: 3 clusters Score -734844.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Entering Unmasked Estep 
Score: -5070741.000000 Penalty: 2732.229492
	Iteration 0F: 2 clusters Score -5070741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5029814.500000 Penalty: 5464.458984
	Iteration 0F: 3 clusters Score -5029814 nChanged 28324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -5045915.000000 Penalty: 5464.458984
	Iteration 1F: 3 clusters Score -5045915 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -5046767.500000 Penalty: 5464.458984
	Iteration 2Q: 3 clusters Score -5046768 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -5047792.000000 Penalty: 5464.458984
	Iteration 3Q: 3 clusters Score -5047792 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -5049004.500000 Penalty: 5464.458984
	Iteration 4Q: 3 clusters Score -5049004 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5050516.500000 Penalty: 5464.458984
	Iteration 5F: 3 clusters Score -5050516 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5052262.500000 Penalty: 5464.458984
	Iteration 6F: 3 clusters Score -5052262 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -5054179.000000 Penalty: 5464.458984
	Iteration 7F: 3 clusters Score -5054179 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5055987.000000 Penalty: 5464.458984
	Iteration 8F: 3 clusters Score -5055987 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -5057548.500000 Penalty: 5464.458984
	Iteration 9Q: 3 clusters Score -5057548 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5058835.000000 Penalty: 5464.458984
	Iteration 10Q: 3 clusters Score -5058835 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5060062.000000 Penalty: 5464.458984
	Iteration 11Q: 3 clusters Score -5060062 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -5061263.000000 Penalty: 5464.458984
	Iteration 12Q: 3 clusters Score -5061263 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -5062444.000000 Penalty: 5464.458984
	Iteration 13Q: 3 clusters Score -5062444 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -5063668.000000 Penalty: 5464.458984
	Iteration 14Q: 3 clusters Score -5063668 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -5064782.000000 Penalty: 5464.458984
	Iteration 15Q: 3 clusters Score -5064782 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -5065828.500000 Penalty: 5464.458984
	Iteration 16Q: 3 clusters Score -5065828 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -5066662.000000 Penalty: 5464.458984
	Iteration 17Q: 3 clusters Score -5066662 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -5067260.000000 Penalty: 5464.458984
	Iteration 18Q: 3 clusters Score -5067260 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -5067627.500000 Penalty: 5464.458984
	Iteration 19Q: 3 clusters Score -5067628 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -5067896.500000 Penalty: 5464.458984
	Iteration 20F: 3 clusters Score -5067896 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -5068084.500000 Penalty: 5464.458984
	Iteration 21Q: 3 clusters Score -5068084 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -5068236.500000 Penalty: 5464.458984
	Iteration 22Q: 3 clusters Score -5068236 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -5068332.000000 Penalty: 5464.458984
	Iteration 23Q: 3 clusters Score -5068332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -5068400.500000 Penalty: 5464.458984
	Iteration 24Q: 3 clusters Score -5068400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -5068473.500000 Penalty: 5464.458984
	Iteration 25Q: 3 clusters Score -5068474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -5068516.000000 Penalty: 5464.458984
	Iteration 26Q: 3 clusters Score -5068516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -5068550.500000 Penalty: 5464.458984
	Iteration 27Q: 3 clusters Score -5068550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -5068564.000000 Penalty: 5464.458984
	Iteration 28Q: 3 clusters Score -5068564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -5068587.500000 Penalty: 5464.458984
	Iteration 29Q: 3 clusters Score -5068588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -5068579.000000 Penalty: 5464.458984
	Iteration 30Q: 3 clusters Score -5068579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -5068591.500000 Penalty: 5464.458984
	Iteration 31Q: 3 clusters Score -5068592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -5068595.500000 Penalty: 5464.458984
	Iteration 32Q: 3 clusters Score -5068596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -5068608.000000 Penalty: 5464.458984
	Iteration 33Q: 3 clusters Score -5068608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -5068620.500000 Penalty: 5464.458984
	Iteration 34Q: 3 clusters Score -5068620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -5068632.500000 Penalty: 5464.458984
	Iteration 35Q: 3 clusters Score -5068632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -5068655.500000 Penalty: 5464.458984
	Iteration 36Q: 3 clusters Score -5068656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -5068659.000000 Penalty: 5464.458984
	Iteration 37Q: 3 clusters Score -5068659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -5068672.000000 Penalty: 5464.458984
	Iteration 38Q: 3 clusters Score -5068672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -5068678.000000 Penalty: 5464.458984
	Iteration 39Q: 3 clusters Score -5068678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -5068675.000000 Penalty: 5464.458984
	Iteration 40F: 3 clusters Score -5068675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -5068686.000000 Penalty: 5464.458984
	Iteration 41Q: 3 clusters Score -5068686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -5068692.500000 Penalty: 5464.458984
	Iteration 42Q: 3 clusters Score -5068692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -5068694.000000 Penalty: 5464.458984
	Iteration 43Q: 3 clusters Score -5068694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -5068710.500000 Penalty: 5464.458984
	Iteration 44Q: 3 clusters Score -5068710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -5068707.000000 Penalty: 5464.458984
	Iteration 45Q: 3 clusters Score -5068707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -5068697.000000 Penalty: 5464.458984
	Iteration 46Q: 3 clusters Score -5068697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -5068694.500000 Penalty: 5464.458984
	Iteration 47Q: 3 clusters Score -5068694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -5068702.000000 Penalty: 5464.458984
	Iteration 48Q: 3 clusters Score -5068702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -5068704.000000 Penalty: 5464.458984
	Iteration 49Q: 3 clusters Score -5068704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -5068710.500000 Penalty: 5464.458984
	Iteration 50Q: 3 clusters Score -5068710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -5068714.500000 Penalty: 5464.458984
	Iteration 51Q: 3 clusters Score -5068714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -5068723.000000 Penalty: 5464.458984
	Iteration 52Q: 3 clusters Score -5068723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -5068720.500000 Penalty: 5464.458984
	Iteration 53Q: 3 clusters Score -5068720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -5068723.500000 Penalty: 5464.458984
	Iteration 54Q: 3 clusters Score -5068724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -5068722.000000 Penalty: 5464.458984
	Iteration 55Q: 3 clusters Score -5068722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -5068727.500000 Penalty: 5464.458984
	Iteration 56Q: 3 clusters Score -5068728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -5068729.500000 Penalty: 5464.458984
	Iteration 57Q: 3 clusters Score -5068730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -5068731.000000 Penalty: 5464.458984
	Iteration 58Q: 3 clusters Score -5068731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -5068730.000000 Penalty: 5464.458984
	Iteration 59Q: 3 clusters Score -5068730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -5068735.000000 Penalty: 5464.458984
	Iteration 60F: 3 clusters Score -5068735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -5068732.000000 Penalty: 5464.458984
	Iteration 61Q: 3 clusters Score -5068732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -5068731.000000 Penalty: 5464.458984
	Iteration 62Q: 3 clusters Score -5068731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -5068731.000000 Penalty: 5464.458984
	Iteration 63F: 3 clusters Score -5068731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Entering Unmasked Estep 
Score: -1317745.500000 Penalty: 2396.803955
	Iteration 0F: 2 clusters Score -1317746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1306485.000000 Penalty: 4793.607910
	Iteration 0F: 3 clusters Score -1306485 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1310072.125000 Penalty: 4793.607910
	Iteration 1F: 3 clusters Score -1310072 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1310633.250000 Penalty: 4793.607910
	Iteration 2F: 3 clusters Score -1310633 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1311196.250000 Penalty: 4793.607910
	Iteration 3F: 3 clusters Score -1311196 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1311741.625000 Penalty: 4793.607910
	Iteration 4F: 3 clusters Score -1311742 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1312374.000000 Penalty: 4793.607910
	Iteration 5F: 3 clusters Score -1312374 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1313023.125000 Penalty: 4793.607910
	Iteration 6F: 3 clusters Score -1313023 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1313594.625000 Penalty: 4793.607910
	Iteration 7F: 3 clusters Score -1313595 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1314001.250000 Penalty: 4793.607910
	Iteration 8Q: 3 clusters Score -1314001 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1314287.625000 Penalty: 4793.607910
	Iteration 9Q: 3 clusters Score -1314288 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1314501.875000 Penalty: 4793.607910
	Iteration 10Q: 3 clusters Score -1314502 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1314678.500000 Penalty: 4793.607910
	Iteration 11Q: 3 clusters Score -1314678 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1314854.750000 Penalty: 4793.607910
	Iteration 12Q: 3 clusters Score -1314855 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1315007.375000 Penalty: 4793.607910
	Iteration 13Q: 3 clusters Score -1315007 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1315166.375000 Penalty: 4793.607910
	Iteration 14Q: 3 clusters Score -1315166 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1315319.250000 Penalty: 4793.607910
	Iteration 15Q: 3 clusters Score -1315319 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1315446.000000 Penalty: 4793.607910
	Iteration 16Q: 3 clusters Score -1315446 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1315569.125000 Penalty: 4793.607910
	Iteration 17Q: 3 clusters Score -1315569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1315676.375000 Penalty: 4793.607910
	Iteration 18Q: 3 clusters Score -1315676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1315768.875000 Penalty: 4793.607910
	Iteration 19Q: 3 clusters Score -1315769 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1315846.875000 Penalty: 4793.607910
	Iteration 20F: 3 clusters Score -1315847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1315907.500000 Penalty: 4793.607910
	Iteration 21Q: 3 clusters Score -1315908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1315950.000000 Penalty: 4793.607910
	Iteration 22Q: 3 clusters Score -1315950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1315976.375000 Penalty: 4793.607910
	Iteration 23Q: 3 clusters Score -1315976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1315993.875000 Penalty: 4793.607910
	Iteration 24Q: 3 clusters Score -1315994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1316011.875000 Penalty: 4793.607910
	Iteration 25Q: 3 clusters Score -1316012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1316016.750000 Penalty: 4793.607910
	Iteration 26Q: 3 clusters Score -1316017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1316025.125000 Penalty: 4793.607910
	Iteration 27Q: 3 clusters Score -1316025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1316033.250000 Penalty: 4793.607910
	Iteration 28Q: 3 clusters Score -1316033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1316039.500000 Penalty: 4793.607910
	Iteration 29Q: 3 clusters Score -1316040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1316047.000000 Penalty: 4793.607910
	Iteration 30Q: 3 clusters Score -1316047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1316053.000000 Penalty: 4793.607910
	Iteration 31Q: 3 clusters Score -1316053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1316058.625000 Penalty: 4793.607910
	Iteration 32Q: 3 clusters Score -1316059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1316066.625000 Penalty: 4793.607910
	Iteration 33Q: 3 clusters Score -1316067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1316071.500000 Penalty: 4793.607910
	Iteration 34Q: 3 clusters Score -1316072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1316078.625000 Penalty: 4793.607910
	Iteration 35Q: 3 clusters Score -1316079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1316086.250000 Penalty: 4793.607910
	Iteration 36Q: 3 clusters Score -1316086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1316092.375000 Penalty: 4793.607910
	Iteration 37Q: 3 clusters Score -1316092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1316093.625000 Penalty: 4793.607910
	Iteration 38Q: 3 clusters Score -1316094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1316097.875000 Penalty: 4793.607910
	Iteration 39Q: 3 clusters Score -1316098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1316106.375000 Penalty: 4793.607910
	Iteration 40F: 3 clusters Score -1316106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1316110.625000 Penalty: 4793.607910
	Iteration 41Q: 3 clusters Score -1316111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1316116.625000 Penalty: 4793.607910
	Iteration 42Q: 3 clusters Score -1316117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1316126.000000 Penalty: 4793.607910
	Iteration 43Q: 3 clusters Score -1316126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1316134.500000 Penalty: 4793.607910
	Iteration 44Q: 3 clusters Score -1316134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1316142.875000 Penalty: 4793.607910
	Iteration 45Q: 3 clusters Score -1316143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1316151.250000 Penalty: 4793.607910
	Iteration 46Q: 3 clusters Score -1316151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1316153.875000 Penalty: 4793.607910
	Iteration 47Q: 3 clusters Score -1316154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1316162.125000 Penalty: 4793.607910
	Iteration 48Q: 3 clusters Score -1316162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1316166.625000 Penalty: 4793.607910
	Iteration 49Q: 3 clusters Score -1316167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1316170.875000 Penalty: 4793.607910
	Iteration 50Q: 3 clusters Score -1316171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1316177.375000 Penalty: 4793.607910
	Iteration 51Q: 3 clusters Score -1316177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1316183.750000 Penalty: 4793.607910
	Iteration 52Q: 3 clusters Score -1316184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1316184.625000 Penalty: 4793.607910
	Iteration 53Q: 3 clusters Score -1316185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1316191.125000 Penalty: 4793.607910
	Iteration 54Q: 3 clusters Score -1316191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1316193.625000 Penalty: 4793.607910
	Iteration 55Q: 3 clusters Score -1316194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1316195.500000 Penalty: 4793.607910
	Iteration 56Q: 3 clusters Score -1316196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1316196.625000 Penalty: 4793.607910
	Iteration 57Q: 3 clusters Score -1316197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1316194.250000 Penalty: 4793.607910
	Iteration 58Q: 3 clusters Score -1316194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1316194.250000 Penalty: 4793.607910
	Iteration 59Q: 3 clusters Score -1316194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1316196.875000 Penalty: 4793.607910
	Iteration 60F: 3 clusters Score -1316197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1316199.375000 Penalty: 4793.607910
	Iteration 61Q: 3 clusters Score -1316199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1316200.250000 Penalty: 4793.607910
	Iteration 62Q: 3 clusters Score -1316200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1316201.500000 Penalty: 4793.607910
	Iteration 63Q: 3 clusters Score -1316202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1316202.000000 Penalty: 4793.607910
	Iteration 64Q: 3 clusters Score -1316202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1316202.500000 Penalty: 4793.607910
	Iteration 65Q: 3 clusters Score -1316202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1316205.625000 Penalty: 4793.607910
	Iteration 66Q: 3 clusters Score -1316206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1316201.250000 Penalty: 4793.607910
	Iteration 67Q: 3 clusters Score -1316201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1316205.625000 Penalty: 4793.607910
	Iteration 68Q: 3 clusters Score -1316206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1316207.500000 Penalty: 4793.607910
	Iteration 69Q: 3 clusters Score -1316208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1316208.125000 Penalty: 4793.607910
	Iteration 70Q: 3 clusters Score -1316208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1316205.875000 Penalty: 4793.607910
	Iteration 71Q: 3 clusters Score -1316206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1316207.375000 Penalty: 4793.607910
	Iteration 72Q: 3 clusters Score -1316207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1316206.875000 Penalty: 4793.607910
	Iteration 73Q: 3 clusters Score -1316207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1316206.875000 Penalty: 4793.607910
	Iteration 74F: 3 clusters Score -1316207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -178969.171875 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -178969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -176208.890625 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -176208.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -176698.312500 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -176698.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -176836.515625 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -176836.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -176927.343750 Penalty: 3823.594238
	Iteration 3Q: 3 clusters Score -176927.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -176989.140625 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -176989.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -177025.062500 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -177025.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -177054.171875 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -177054.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -177085.218750 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -177085.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -177106.406250 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -177106.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -177121.671875 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -177121.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -177143.515625 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -177143.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -177175.437500 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -177175.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -177202.859375 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -177202.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -177232.000000 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -177232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -177265.609375 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -177265.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -177305.375000 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -177305.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -177355.203125 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -177355.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -177402.531250 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -177402.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -177426.859375 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -177426.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -177437.078125 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -177437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -177447.109375 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -177447.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -177459.734375 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -177459.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -177473.687500 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -177473.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -177482.156250 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -177482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -177483.828125 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -177483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -177487.890625 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -177487.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -177490.468750 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -177490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -177492.406250 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -177492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -177494.906250 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -177494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -177495.453125 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -177495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -177495.859375 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -177495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -177496.343750 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -177496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -177497.968750 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -177498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -177497.968750 Penalty: 3823.594238
	Iteration 33F: 3 clusters Score -177498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -88684.984375 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -88684.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -86677.523438 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -86677.52 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86967.796875 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -86967.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87032.398438 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -87032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87074.500000 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -87074.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87101.468750 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -87101.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87115.132812 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -87115.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87125.765625 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -87125.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87131.421875 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -87131.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87136.054688 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -87136.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87138.156250 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -87138.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87138.898438 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -87138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87138.898438 Penalty: 3482.014648
	Iteration 11F: 3 clusters Score -87138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -110723.945312 Penalty: 1876.059692
	Iteration 0F: 2 clusters Score -110723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -108207.992188 Penalty: 3752.119385
	Iteration 0F: 3 clusters Score -108208 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -108827.460938 Penalty: 3752.119385
	Iteration 1F: 3 clusters Score -108827.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109153.343750 Penalty: 3752.119385
	Iteration 2F: 3 clusters Score -109153.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -109423.179688 Penalty: 3752.119385
	Iteration 3F: 3 clusters Score -109423.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -109686.531250 Penalty: 3752.119385
	Iteration 4F: 3 clusters Score -109686.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -109899.843750 Penalty: 3752.119385
	Iteration 5F: 3 clusters Score -109899.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -110024.921875 Penalty: 3752.119385
	Iteration 6Q: 3 clusters Score -110024.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -110118.750000 Penalty: 3752.119385
	Iteration 7Q: 3 clusters Score -110118.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -110185.875000 Penalty: 3752.119385
	Iteration 8Q: 3 clusters Score -110185.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -110262.062500 Penalty: 3752.119385
	Iteration 9Q: 3 clusters Score -110262.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -110322.468750 Penalty: 3752.119385
	Iteration 10Q: 3 clusters Score -110322.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -110365.773438 Penalty: 3752.119385
	Iteration 11Q: 3 clusters Score -110365.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -110417.242188 Penalty: 3752.119385
	Iteration 12Q: 3 clusters Score -110417.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -110455.695312 Penalty: 3752.119385
	Iteration 13Q: 3 clusters Score -110455.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -110492.312500 Penalty: 3752.119385
	Iteration 14Q: 3 clusters Score -110492.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -110520.617188 Penalty: 3752.119385
	Iteration 15Q: 3 clusters Score -110520.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -110546.250000 Penalty: 3752.119385
	Iteration 16Q: 3 clusters Score -110546.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -110561.320312 Penalty: 3752.119385
	Iteration 17Q: 3 clusters Score -110561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -110573.968750 Penalty: 3752.119385
	Iteration 18Q: 3 clusters Score -110574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -110582.492188 Penalty: 3752.119385
	Iteration 19Q: 3 clusters Score -110582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -110590.343750 Penalty: 3752.119385
	Iteration 20F: 3 clusters Score -110590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -110597.578125 Penalty: 3752.119385
	Iteration 21Q: 3 clusters Score -110597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -110602.453125 Penalty: 3752.119385
	Iteration 22Q: 3 clusters Score -110602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -110602.453125 Penalty: 3752.119385
	Iteration 23F: 3 clusters Score -110602.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Entering Unmasked Estep 
Score: -1665133.375000 Penalty: 2448.523926
	Iteration 0F: 2 clusters Score -1665133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1651436.375000 Penalty: 4897.047852
	Iteration 0F: 3 clusters Score -1651436 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1655919.250000 Penalty: 4897.047852
	Iteration 1F: 3 clusters Score -1655919 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1656345.375000 Penalty: 4897.047852
	Iteration 2F: 3 clusters Score -1656345 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1656830.875000 Penalty: 4897.047852
	Iteration 3F: 3 clusters Score -1656831 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1657463.875000 Penalty: 4897.047852
	Iteration 4F: 3 clusters Score -1657464 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1658263.625000 Penalty: 4897.047852
	Iteration 5F: 3 clusters Score -1658264 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1659158.750000 Penalty: 4897.047852
	Iteration 6F: 3 clusters Score -1659159 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1659955.250000 Penalty: 4897.047852
	Iteration 7F: 3 clusters Score -1659955 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1660565.250000 Penalty: 4897.047852
	Iteration 8F: 3 clusters Score -1660565 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1661008.250000 Penalty: 4897.047852
	Iteration 9Q: 3 clusters Score -1661008 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1661295.500000 Penalty: 4897.047852
	Iteration 10Q: 3 clusters Score -1661296 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1661508.125000 Penalty: 4897.047852
	Iteration 11Q: 3 clusters Score -1661508 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1661685.500000 Penalty: 4897.047852
	Iteration 12Q: 3 clusters Score -1661686 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1661843.750000 Penalty: 4897.047852
	Iteration 13Q: 3 clusters Score -1661844 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1661974.250000 Penalty: 4897.047852
	Iteration 14Q: 3 clusters Score -1661974 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1662103.500000 Penalty: 4897.047852
	Iteration 15Q: 3 clusters Score -1662104 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1662223.250000 Penalty: 4897.047852
	Iteration 16Q: 3 clusters Score -1662223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1662329.125000 Penalty: 4897.047852
	Iteration 17Q: 3 clusters Score -1662329 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1662442.875000 Penalty: 4897.047852
	Iteration 18Q: 3 clusters Score -1662443 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1662529.750000 Penalty: 4897.047852
	Iteration 19Q: 3 clusters Score -1662530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1662607.750000 Penalty: 4897.047852
	Iteration 20F: 3 clusters Score -1662608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1662687.000000 Penalty: 4897.047852
	Iteration 21Q: 3 clusters Score -1662687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -1662747.875000 Penalty: 4897.047852
	Iteration 22Q: 3 clusters Score -1662748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1662792.375000 Penalty: 4897.047852
	Iteration 23Q: 3 clusters Score -1662792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1662846.625000 Penalty: 4897.047852
	Iteration 24Q: 3 clusters Score -1662847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1662884.125000 Penalty: 4897.047852
	Iteration 25Q: 3 clusters Score -1662884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1662919.375000 Penalty: 4897.047852
	Iteration 26Q: 3 clusters Score -1662919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1662939.750000 Penalty: 4897.047852
	Iteration 27Q: 3 clusters Score -1662940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1662961.375000 Penalty: 4897.047852
	Iteration 28Q: 3 clusters Score -1662961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1662974.250000 Penalty: 4897.047852
	Iteration 29Q: 3 clusters Score -1662974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1662987.250000 Penalty: 4897.047852
	Iteration 30Q: 3 clusters Score -1662987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1663006.750000 Penalty: 4897.047852
	Iteration 31Q: 3 clusters Score -1663007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1663015.625000 Penalty: 4897.047852
	Iteration 32Q: 3 clusters Score -1663016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1663021.375000 Penalty: 4897.047852
	Iteration 33Q: 3 clusters Score -1663021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1663030.625000 Penalty: 4897.047852
	Iteration 34Q: 3 clusters Score -1663031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1663035.500000 Penalty: 4897.047852
	Iteration 35Q: 3 clusters Score -1663036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1663034.875000 Penalty: 4897.047852
	Iteration 36Q: 3 clusters Score -1663035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1663041.000000 Penalty: 4897.047852
	Iteration 37Q: 3 clusters Score -1663041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1663049.375000 Penalty: 4897.047852
	Iteration 38Q: 3 clusters Score -1663049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1663061.000000 Penalty: 4897.047852
	Iteration 39Q: 3 clusters Score -1663061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1663065.625000 Penalty: 4897.047852
	Iteration 40F: 3 clusters Score -1663066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1663071.500000 Penalty: 4897.047852
	Iteration 41Q: 3 clusters Score -1663072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1663078.375000 Penalty: 4897.047852
	Iteration 42Q: 3 clusters Score -1663078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1663082.750000 Penalty: 4897.047852
	Iteration 43Q: 3 clusters Score -1663083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1663084.875000 Penalty: 4897.047852
	Iteration 44Q: 3 clusters Score -1663085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1663088.125000 Penalty: 4897.047852
	Iteration 45Q: 3 clusters Score -1663088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1663095.250000 Penalty: 4897.047852
	Iteration 46Q: 3 clusters Score -1663095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1663101.500000 Penalty: 4897.047852
	Iteration 47Q: 3 clusters Score -1663102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1663105.000000 Penalty: 4897.047852
	Iteration 48Q: 3 clusters Score -1663105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1663107.500000 Penalty: 4897.047852
	Iteration 49Q: 3 clusters Score -1663108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1663115.750000 Penalty: 4897.047852
	Iteration 50Q: 3 clusters Score -1663116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1663119.500000 Penalty: 4897.047852
	Iteration 51Q: 3 clusters Score -1663120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1663122.375000 Penalty: 4897.047852
	Iteration 52Q: 3 clusters Score -1663122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1663125.500000 Penalty: 4897.047852
	Iteration 53Q: 3 clusters Score -1663126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1663125.500000 Penalty: 4897.047852
	Iteration 54Q: 3 clusters Score -1663126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1663124.875000 Penalty: 4897.047852
	Iteration 55Q: 3 clusters Score -1663125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1663127.000000 Penalty: 4897.047852
	Iteration 56Q: 3 clusters Score -1663127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1663130.000000 Penalty: 4897.047852
	Iteration 57Q: 3 clusters Score -1663130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1663131.625000 Penalty: 4897.047852
	Iteration 58Q: 3 clusters Score -1663132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1663129.875000 Penalty: 4897.047852
	Iteration 59Q: 3 clusters Score -1663130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1663135.375000 Penalty: 4897.047852
	Iteration 60F: 3 clusters Score -1663135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1663138.125000 Penalty: 4897.047852
	Iteration 61Q: 3 clusters Score -1663138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1663139.000000 Penalty: 4897.047852
	Iteration 62Q: 3 clusters Score -1663139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1663144.375000 Penalty: 4897.047852
	Iteration 63Q: 3 clusters Score -1663144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1663152.125000 Penalty: 4897.047852
	Iteration 64Q: 3 clusters Score -1663152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1663154.750000 Penalty: 4897.047852
	Iteration 65Q: 3 clusters Score -1663155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1663162.750000 Penalty: 4897.047852
	Iteration 66Q: 3 clusters Score -1663163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1663168.625000 Penalty: 4897.047852
	Iteration 67Q: 3 clusters Score -1663169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1663168.500000 Penalty: 4897.047852
	Iteration 68Q: 3 clusters Score -1663168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1663172.250000 Penalty: 4897.047852
	Iteration 69Q: 3 clusters Score -1663172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1663172.250000 Penalty: 4897.047852
	Iteration 70Q: 3 clusters Score -1663172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1663177.000000 Penalty: 4897.047852
	Iteration 71Q: 3 clusters Score -1663177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1663179.625000 Penalty: 4897.047852
	Iteration 72Q: 3 clusters Score -1663180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1663183.625000 Penalty: 4897.047852
	Iteration 73Q: 3 clusters Score -1663184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1663184.875000 Penalty: 4897.047852
	Iteration 74Q: 3 clusters Score -1663185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1663186.000000 Penalty: 4897.047852
	Iteration 75Q: 3 clusters Score -1663186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1663187.000000 Penalty: 4897.047852
	Iteration 76Q: 3 clusters Score -1663187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1663188.875000 Penalty: 4897.047852
	Iteration 77Q: 3 clusters Score -1663189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1663192.125000 Penalty: 4897.047852
	Iteration 78Q: 3 clusters Score -1663192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1663197.250000 Penalty: 4897.047852
	Iteration 79Q: 3 clusters Score -1663197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1663201.250000 Penalty: 4897.047852
	Iteration 80F: 3 clusters Score -1663201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1663207.875000 Penalty: 4897.047852
	Iteration 81Q: 3 clusters Score -1663208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -1663217.125000 Penalty: 4897.047852
	Iteration 82Q: 3 clusters Score -1663217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1663219.375000 Penalty: 4897.047852
	Iteration 83Q: 3 clusters Score -1663219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1663218.375000 Penalty: 4897.047852
	Iteration 84Q: 3 clusters Score -1663218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1663219.000000 Penalty: 4897.047852
	Iteration 85Q: 3 clusters Score -1663219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1663221.125000 Penalty: 4897.047852
	Iteration 86Q: 3 clusters Score -1663221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1663220.250000 Penalty: 4897.047852
	Iteration 87Q: 3 clusters Score -1663220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1663220.250000 Penalty: 4897.047852
	Iteration 88F: 3 clusters Score -1663220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Entering Unmasked Estep 
Score: -3198203.250000 Penalty: 2617.654297
	Iteration 0F: 2 clusters Score -3198203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3172228.250000 Penalty: 5235.308594
	Iteration 0F: 3 clusters Score -3172228 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3181873.000000 Penalty: 5235.308594
	Iteration 1F: 3 clusters Score -3181873 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3182596.000000 Penalty: 5235.308594
	Iteration 2F: 3 clusters Score -3182596 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3183537.000000 Penalty: 5235.308594
	Iteration 3F: 3 clusters Score -3183537 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3184793.250000 Penalty: 5235.308594
	Iteration 4F: 3 clusters Score -3184793 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3186457.750000 Penalty: 5235.308594
	Iteration 5F: 3 clusters Score -3186458 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3188313.500000 Penalty: 5235.308594
	Iteration 6F: 3 clusters Score -3188314 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3190102.500000 Penalty: 5235.308594
	Iteration 7F: 3 clusters Score -3190102 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3191532.250000 Penalty: 5235.308594
	Iteration 8F: 3 clusters Score -3191532 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -3192670.250000 Penalty: 5235.308594
	Iteration 9Q: 3 clusters Score -3192670 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3193610.250000 Penalty: 5235.308594
	Iteration 10Q: 3 clusters Score -3193610 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3194373.000000 Penalty: 5235.308594
	Iteration 11Q: 3 clusters Score -3194373 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3194955.000000 Penalty: 5235.308594
	Iteration 12Q: 3 clusters Score -3194955 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3195368.750000 Penalty: 5235.308594
	Iteration 13Q: 3 clusters Score -3195369 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3195614.000000 Penalty: 5235.308594
	Iteration 14Q: 3 clusters Score -3195614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3195794.000000 Penalty: 5235.308594
	Iteration 15Q: 3 clusters Score -3195794 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3195902.500000 Penalty: 5235.308594
	Iteration 16Q: 3 clusters Score -3195902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3195984.750000 Penalty: 5235.308594
	Iteration 17Q: 3 clusters Score -3195985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3196048.250000 Penalty: 5235.308594
	Iteration 18Q: 3 clusters Score -3196048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3196091.000000 Penalty: 5235.308594
	Iteration 19Q: 3 clusters Score -3196091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3196114.000000 Penalty: 5235.308594
	Iteration 20F: 3 clusters Score -3196114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3196127.250000 Penalty: 5235.308594
	Iteration 21Q: 3 clusters Score -3196127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3196139.750000 Penalty: 5235.308594
	Iteration 22Q: 3 clusters Score -3196140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3196149.000000 Penalty: 5235.308594
	Iteration 23Q: 3 clusters Score -3196149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3196151.750000 Penalty: 5235.308594
	Iteration 24Q: 3 clusters Score -3196152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3196153.500000 Penalty: 5235.308594
	Iteration 25Q: 3 clusters Score -3196154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3196153.500000 Penalty: 5235.308594
	Iteration 26Q: 3 clusters Score -3196154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3196151.500000 Penalty: 5235.308594
	Iteration 27Q: 3 clusters Score -3196152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3196151.250000 Penalty: 5235.308594
	Iteration 28Q: 3 clusters Score -3196151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3196151.250000 Penalty: 5235.308594
	Iteration 29F: 3 clusters Score -3196151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -54105.316406 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -54105.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52424.308594 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -52424.31 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52640.460938 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -52640.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52718.171875 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -52718.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52754.574219 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -52754.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52822.007812 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -52822.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52897.042969 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -52897.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -52941.531250 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -52941.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53019.730469 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -53019.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -53132.171875 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -53132.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -53257.945312 Penalty: 3248.626709
	Iteration 9F: 3 clusters Score -53257.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -53417.855469 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -53417.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53471.500000 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -53471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -53501.269531 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -53501.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -53515.324219 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -53515.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53516.699219 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -53516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53516.699219 Penalty: 3248.626709
	Iteration 15F: 3 clusters Score -53516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Entering Unmasked Estep 
Score: -1348075.375000 Penalty: 2405.210449
	Iteration 0F: 2 clusters Score -1348075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1336306.625000 Penalty: 4810.420898
	Iteration 0F: 3 clusters Score -1336307 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1340088.625000 Penalty: 4810.420898
	Iteration 1F: 3 clusters Score -1340089 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1340504.000000 Penalty: 4810.420898
	Iteration 2F: 3 clusters Score -1340504 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1340870.500000 Penalty: 4810.420898
	Iteration 3F: 3 clusters Score -1340870 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1341271.000000 Penalty: 4810.420898
	Iteration 4F: 3 clusters Score -1341271 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1341701.500000 Penalty: 4810.420898
	Iteration 5F: 3 clusters Score -1341702 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1342171.375000 Penalty: 4810.420898
	Iteration 6F: 3 clusters Score -1342171 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1342695.000000 Penalty: 4810.420898
	Iteration 7F: 3 clusters Score -1342695 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1343263.125000 Penalty: 4810.420898
	Iteration 8F: 3 clusters Score -1343263 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1343799.250000 Penalty: 4810.420898
	Iteration 9Q: 3 clusters Score -1343799 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1344335.750000 Penalty: 4810.420898
	Iteration 10Q: 3 clusters Score -1344336 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1344778.250000 Penalty: 4810.420898
	Iteration 11Q: 3 clusters Score -1344778 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1345125.375000 Penalty: 4810.420898
	Iteration 12Q: 3 clusters Score -1345125 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1345370.625000 Penalty: 4810.420898
	Iteration 13Q: 3 clusters Score -1345371 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1345543.000000 Penalty: 4810.420898
	Iteration 14Q: 3 clusters Score -1345543 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1345670.750000 Penalty: 4810.420898
	Iteration 15Q: 3 clusters Score -1345671 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1345775.000000 Penalty: 4810.420898
	Iteration 16Q: 3 clusters Score -1345775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1345861.750000 Penalty: 4810.420898
	Iteration 17Q: 3 clusters Score -1345862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1345914.625000 Penalty: 4810.420898
	Iteration 18Q: 3 clusters Score -1345915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1345943.750000 Penalty: 4810.420898
	Iteration 19Q: 3 clusters Score -1345944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1345961.375000 Penalty: 4810.420898
	Iteration 20F: 3 clusters Score -1345961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1345980.250000 Penalty: 4810.420898
	Iteration 21Q: 3 clusters Score -1345980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1345992.875000 Penalty: 4810.420898
	Iteration 22Q: 3 clusters Score -1345993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1346005.000000 Penalty: 4810.420898
	Iteration 23Q: 3 clusters Score -1346005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1346017.625000 Penalty: 4810.420898
	Iteration 24Q: 3 clusters Score -1346018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1346028.375000 Penalty: 4810.420898
	Iteration 25Q: 3 clusters Score -1346028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1346030.750000 Penalty: 4810.420898
	Iteration 26Q: 3 clusters Score -1346031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1346036.875000 Penalty: 4810.420898
	Iteration 27Q: 3 clusters Score -1346037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1346040.250000 Penalty: 4810.420898
	Iteration 28Q: 3 clusters Score -1346040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1346042.250000 Penalty: 4810.420898
	Iteration 29Q: 3 clusters Score -1346042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1346043.125000 Penalty: 4810.420898
	Iteration 30Q: 3 clusters Score -1346043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1346043.125000 Penalty: 4810.420898
	Iteration 31F: 3 clusters Score -1346043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Entering Unmasked Estep 
Score: -4691587.500000 Penalty: 2717.620605
	Iteration 0F: 2 clusters Score -4691588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4652925.500000 Penalty: 5435.241211
	Iteration 0F: 3 clusters Score -4652926 nChanged 26711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -4667754.000000 Penalty: 5435.241211
	Iteration 1F: 3 clusters Score -4667754 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -4668315.000000 Penalty: 5435.241211
	Iteration 2Q: 3 clusters Score -4668315 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4668908.500000 Penalty: 5435.241211
	Iteration 3Q: 3 clusters Score -4668908 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4669721.500000 Penalty: 5435.241211
	Iteration 4Q: 3 clusters Score -4669722 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4671034.500000 Penalty: 5435.241211
	Iteration 5Q: 3 clusters Score -4671034 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4673256.500000 Penalty: 5435.241211
	Iteration 6F: 3 clusters Score -4673256 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4676665.000000 Penalty: 5435.241211
	Iteration 7F: 3 clusters Score -4676665 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4680573.500000 Penalty: 5435.241211
	Iteration 8F: 3 clusters Score -4680574 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4684065.000000 Penalty: 5435.241211
	Iteration 9F: 3 clusters Score -4684065 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4686499.000000 Penalty: 5435.241211
	Iteration 10Q: 3 clusters Score -4686499 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4687872.500000 Penalty: 5435.241211
	Iteration 11Q: 3 clusters Score -4687872 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4688519.500000 Penalty: 5435.241211
	Iteration 12Q: 3 clusters Score -4688520 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4688821.500000 Penalty: 5435.241211
	Iteration 13Q: 3 clusters Score -4688822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4688951.000000 Penalty: 5435.241211
	Iteration 14Q: 3 clusters Score -4688951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4689024.000000 Penalty: 5435.241211
	Iteration 15Q: 3 clusters Score -4689024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4689086.000000 Penalty: 5435.241211
	Iteration 16Q: 3 clusters Score -4689086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4689124.500000 Penalty: 5435.241211
	Iteration 17Q: 3 clusters Score -4689124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4689151.500000 Penalty: 5435.241211
	Iteration 18Q: 3 clusters Score -4689152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4689169.000000 Penalty: 5435.241211
	Iteration 19Q: 3 clusters Score -4689169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4689181.000000 Penalty: 5435.241211
	Iteration 20F: 3 clusters Score -4689181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4689181.000000 Penalty: 5435.241211
	Iteration 21Q: 3 clusters Score -4689181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4689196.000000 Penalty: 5435.241211
	Iteration 22Q: 3 clusters Score -4689196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4689199.000000 Penalty: 5435.241211
	Iteration 23Q: 3 clusters Score -4689199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4689204.000000 Penalty: 5435.241211
	Iteration 24Q: 3 clusters Score -4689204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4689204.000000 Penalty: 5435.241211
	Iteration 25F: 3 clusters Score -4689204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Entering Unmasked Estep 
Score: -128953.039062 Penalty: 1867.159546
	Iteration 0F: 2 clusters Score -128953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -126410.757812 Penalty: 3734.319092
	Iteration 0F: 3 clusters Score -126410.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -126979.687500 Penalty: 3734.319092
	Iteration 1F: 3 clusters Score -126979.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127267.562500 Penalty: 3734.319092
	Iteration 2F: 3 clusters Score -127267.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -127501.359375 Penalty: 3734.319092
	Iteration 3F: 3 clusters Score -127501.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127679.617188 Penalty: 3734.319092
	Iteration 4F: 3 clusters Score -127679.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -127798.296875 Penalty: 3734.319092
	Iteration 5Q: 3 clusters Score -127798.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -127870.648438 Penalty: 3734.319092
	Iteration 6Q: 3 clusters Score -127870.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -127906.156250 Penalty: 3734.319092
	Iteration 7Q: 3 clusters Score -127906.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -127933.523438 Penalty: 3734.319092
	Iteration 8Q: 3 clusters Score -127933.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -127953.367188 Penalty: 3734.319092
	Iteration 9Q: 3 clusters Score -127953.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -127977.750000 Penalty: 3734.319092
	Iteration 10Q: 3 clusters Score -127977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127985.117188 Penalty: 3734.319092
	Iteration 11Q: 3 clusters Score -127985.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -127992.742188 Penalty: 3734.319092
	Iteration 12Q: 3 clusters Score -127992.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -128002.007812 Penalty: 3734.319092
	Iteration 13Q: 3 clusters Score -128002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -128008.609375 Penalty: 3734.319092
	Iteration 14Q: 3 clusters Score -128008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -128012.335938 Penalty: 3734.319092
	Iteration 15Q: 3 clusters Score -128012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128017.117188 Penalty: 3734.319092
	Iteration 16Q: 3 clusters Score -128017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128022.531250 Penalty: 3734.319092
	Iteration 17Q: 3 clusters Score -128022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128025.953125 Penalty: 3734.319092
	Iteration 18Q: 3 clusters Score -128026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -128028.960938 Penalty: 3734.319092
	Iteration 19Q: 3 clusters Score -128029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128031.531250 Penalty: 3734.319092
	Iteration 20F: 3 clusters Score -128031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128031.882812 Penalty: 3734.319092
	Iteration 21Q: 3 clusters Score -128031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128031.882812 Penalty: 3734.319092
	Iteration 22F: 3 clusters Score -128031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -154030.093750 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -154030.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -151410.375000 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -151410.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -151912.406250 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -151912.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -152068.578125 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -152068.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152182.484375 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -152182.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152288.750000 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -152288.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -152376.687500 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -152376.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -152451.390625 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -152451.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152512.406250 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -152512.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152547.859375 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -152547.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -152574.671875 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -152574.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -152600.468750 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -152600.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -152629.765625 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -152629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -152653.015625 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -152653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152676.203125 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -152676.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -152694.609375 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -152694.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152709.875000 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -152709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -152727.234375 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -152727.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152742.109375 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -152742.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152752.796875 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -152752.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -152761.531250 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -152761.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -152768.062500 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -152768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152776.000000 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -152776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -152786.656250 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -152786.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -152792.750000 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -152792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -152800.812500 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -152800.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -152810.875000 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -152810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -152818.781250 Penalty: 3766.313721
	Iteration 26Q: 3 clusters Score -152818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152823.890625 Penalty: 3766.313721
	Iteration 27Q: 3 clusters Score -152823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152826.000000 Penalty: 3766.313721
	Iteration 28Q: 3 clusters Score -152826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152827.078125 Penalty: 3766.313721
	Iteration 29Q: 3 clusters Score -152827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152828.968750 Penalty: 3766.313721
	Iteration 30Q: 3 clusters Score -152829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -152830.328125 Penalty: 3766.313721
	Iteration 31Q: 3 clusters Score -152830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -152832.328125 Penalty: 3766.313721
	Iteration 32Q: 3 clusters Score -152832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -152833.031250 Penalty: 3766.313721
	Iteration 33Q: 3 clusters Score -152833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152834.046875 Penalty: 3766.313721
	Iteration 34Q: 3 clusters Score -152834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152834.296875 Penalty: 3766.313721
	Iteration 35Q: 3 clusters Score -152834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -152835.062500 Penalty: 3766.313721
	Iteration 36Q: 3 clusters Score -152835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -152835.531250 Penalty: 3766.313721
	Iteration 37Q: 3 clusters Score -152835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -152836.015625 Penalty: 3766.313721
	Iteration 38Q: 3 clusters Score -152836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -152836.015625 Penalty: 3766.313721
	Iteration 39F: 3 clusters Score -152836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -210353.796875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -210353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -207323.734375 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -207323.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -207972.500000 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -207972.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -208127.187500 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -208127.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -208225.609375 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -208225.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -208314.734375 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -208314.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -208402.218750 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -208402.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -208497.171875 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -208497.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -208681.234375 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -208681.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -208898.312500 Penalty: 3913.357666
	Iteration 8F: 3 clusters Score -208898.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -209068.453125 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -209068.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -209172.062500 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -209172.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -209239.750000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -209239.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -209297.734375 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -209297.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -209353.109375 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -209353.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -209423.796875 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -209423.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -209542.453125 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -209542.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -209639.812500 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -209639.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -209709.281250 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -209709.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -209778.625000 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -209778.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -209815.703125 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -209815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -209828.062500 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -209828.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -209834.421875 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -209834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -209837.312500 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -209837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -209838.750000 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -209838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -209841.109375 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -209841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -209841.640625 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -209841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -209841.640625 Penalty: 3913.357666
	Iteration 26F: 3 clusters Score -209841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Entering Unmasked Estep 
Score: -1045099.812500 Penalty: 2340.138184
	Iteration 0F: 2 clusters Score -1045100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1035796.375000 Penalty: 4680.276367
	Iteration 0F: 3 clusters Score -1035796 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1038738.875000 Penalty: 4680.276367
	Iteration 1F: 3 clusters Score -1038739 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1039128.250000 Penalty: 4680.276367
	Iteration 2F: 3 clusters Score -1039128 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1039490.562500 Penalty: 4680.276367
	Iteration 3F: 3 clusters Score -1039491 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1039867.437500 Penalty: 4680.276367
	Iteration 4F: 3 clusters Score -1039867 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1040245.125000 Penalty: 4680.276367
	Iteration 5F: 3 clusters Score -1040245 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1040649.687500 Penalty: 4680.276367
	Iteration 6F: 3 clusters Score -1040650 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1041022.125000 Penalty: 4680.276367
	Iteration 7Q: 3 clusters Score -1041022 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1041338.437500 Penalty: 4680.276367
	Iteration 8Q: 3 clusters Score -1041338 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1041621.250000 Penalty: 4680.276367
	Iteration 9Q: 3 clusters Score -1041621 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1041873.875000 Penalty: 4680.276367
	Iteration 10Q: 3 clusters Score -1041874 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1042101.812500 Penalty: 4680.276367
	Iteration 11Q: 3 clusters Score -1042102 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1042282.562500 Penalty: 4680.276367
	Iteration 12Q: 3 clusters Score -1042283 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1042437.062500 Penalty: 4680.276367
	Iteration 13Q: 3 clusters Score -1042437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1042566.500000 Penalty: 4680.276367
	Iteration 14Q: 3 clusters Score -1042566 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1042678.562500 Penalty: 4680.276367
	Iteration 15Q: 3 clusters Score -1042679 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1042782.500000 Penalty: 4680.276367
	Iteration 16Q: 3 clusters Score -1042782 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1042861.750000 Penalty: 4680.276367
	Iteration 17Q: 3 clusters Score -1042862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1042921.312500 Penalty: 4680.276367
	Iteration 18Q: 3 clusters Score -1042921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1042974.750000 Penalty: 4680.276367
	Iteration 19Q: 3 clusters Score -1042975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1043012.125000 Penalty: 4680.276367
	Iteration 20F: 3 clusters Score -1043012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1043044.750000 Penalty: 4680.276367
	Iteration 21Q: 3 clusters Score -1043045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1043079.250000 Penalty: 4680.276367
	Iteration 22Q: 3 clusters Score -1043079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1043117.062500 Penalty: 4680.276367
	Iteration 23Q: 3 clusters Score -1043117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1043140.250000 Penalty: 4680.276367
	Iteration 24Q: 3 clusters Score -1043140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1043160.187500 Penalty: 4680.276367
	Iteration 25Q: 3 clusters Score -1043160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1043176.437500 Penalty: 4680.276367
	Iteration 26Q: 3 clusters Score -1043176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1043192.375000 Penalty: 4680.276367
	Iteration 27Q: 3 clusters Score -1043192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1043202.625000 Penalty: 4680.276367
	Iteration 28Q: 3 clusters Score -1043203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1043207.562500 Penalty: 4680.276367
	Iteration 29Q: 3 clusters Score -1043208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1043218.500000 Penalty: 4680.276367
	Iteration 30Q: 3 clusters Score -1043218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1043221.187500 Penalty: 4680.276367
	Iteration 31Q: 3 clusters Score -1043221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1043223.062500 Penalty: 4680.276367
	Iteration 32Q: 3 clusters Score -1043223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1043225.375000 Penalty: 4680.276367
	Iteration 33Q: 3 clusters Score -1043225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1043227.500000 Penalty: 4680.276367
	Iteration 34Q: 3 clusters Score -1043228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1043233.812500 Penalty: 4680.276367
	Iteration 35Q: 3 clusters Score -1043234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1043234.875000 Penalty: 4680.276367
	Iteration 36Q: 3 clusters Score -1043235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1043236.937500 Penalty: 4680.276367
	Iteration 37Q: 3 clusters Score -1043237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1043236.937500 Penalty: 4680.276367
	Iteration 38F: 3 clusters Score -1043237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Entering Unmasked Estep 
Score: -1753864.375000 Penalty: 2476.010742
	Iteration 0F: 2 clusters Score -1753864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1738767.750000 Penalty: 4952.021484
	Iteration 0F: 3 clusters Score -1738768 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1743854.250000 Penalty: 4952.021484
	Iteration 1F: 3 clusters Score -1743854 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1744217.375000 Penalty: 4952.021484
	Iteration 2Q: 3 clusters Score -1744217 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1744500.000000 Penalty: 4952.021484
	Iteration 3Q: 3 clusters Score -1744500 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1744780.000000 Penalty: 4952.021484
	Iteration 4Q: 3 clusters Score -1744780 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1745154.375000 Penalty: 4952.021484
	Iteration 5Q: 3 clusters Score -1745154 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1745664.125000 Penalty: 4952.021484
	Iteration 6Q: 3 clusters Score -1745664 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1746379.375000 Penalty: 4952.021484
	Iteration 7F: 3 clusters Score -1746379 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1747313.625000 Penalty: 4952.021484
	Iteration 8F: 3 clusters Score -1747314 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1748384.500000 Penalty: 4952.021484
	Iteration 9F: 3 clusters Score -1748384 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1749416.250000 Penalty: 4952.021484
	Iteration 10F: 3 clusters Score -1749416 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1750325.000000 Penalty: 4952.021484
	Iteration 11Q: 3 clusters Score -1750325 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1750989.375000 Penalty: 4952.021484
	Iteration 12Q: 3 clusters Score -1750989 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1751436.000000 Penalty: 4952.021484
	Iteration 13Q: 3 clusters Score -1751436 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1751669.250000 Penalty: 4952.021484
	Iteration 14Q: 3 clusters Score -1751669 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1751783.125000 Penalty: 4952.021484
	Iteration 15Q: 3 clusters Score -1751783 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1751843.250000 Penalty: 4952.021484
	Iteration 16Q: 3 clusters Score -1751843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1751888.000000 Penalty: 4952.021484
	Iteration 17Q: 3 clusters Score -1751888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1751906.375000 Penalty: 4952.021484
	Iteration 18Q: 3 clusters Score -1751906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1751923.375000 Penalty: 4952.021484
	Iteration 19Q: 3 clusters Score -1751923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1751940.250000 Penalty: 4952.021484
	Iteration 20F: 3 clusters Score -1751940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1751946.750000 Penalty: 4952.021484
	Iteration 21Q: 3 clusters Score -1751947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1751947.250000 Penalty: 4952.021484
	Iteration 22Q: 3 clusters Score -1751947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1751957.250000 Penalty: 4952.021484
	Iteration 23Q: 3 clusters Score -1751957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1751958.375000 Penalty: 4952.021484
	Iteration 24Q: 3 clusters Score -1751958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1751961.500000 Penalty: 4952.021484
	Iteration 25Q: 3 clusters Score -1751962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1751963.000000 Penalty: 4952.021484
	Iteration 26Q: 3 clusters Score -1751963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1751964.250000 Penalty: 4952.021484
	Iteration 27Q: 3 clusters Score -1751964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1751962.000000 Penalty: 4952.021484
	Iteration 28Q: 3 clusters Score -1751962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1751964.750000 Penalty: 4952.021484
	Iteration 29Q: 3 clusters Score -1751965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1751964.750000 Penalty: 4952.021484
	Iteration 30F: 3 clusters Score -1751965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Entering Unmasked Estep 
Score: -905864.125000 Penalty: 2342.383789
	Iteration 0F: 2 clusters Score -905864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -896504.062500 Penalty: 4684.767578
	Iteration 0F: 3 clusters Score -896504.1 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -899511.250000 Penalty: 4684.767578
	Iteration 1F: 3 clusters Score -899511.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -900044.375000 Penalty: 4684.767578
	Iteration 2F: 3 clusters Score -900044.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -900489.062500 Penalty: 4684.767578
	Iteration 3F: 3 clusters Score -900489.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -900871.687500 Penalty: 4684.767578
	Iteration 4F: 3 clusters Score -900871.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -901183.937500 Penalty: 4684.767578
	Iteration 5Q: 3 clusters Score -901183.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -901404.312500 Penalty: 4684.767578
	Iteration 6Q: 3 clusters Score -901404.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -901587.812500 Penalty: 4684.767578
	Iteration 7Q: 3 clusters Score -901587.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -901760.500000 Penalty: 4684.767578
	Iteration 8Q: 3 clusters Score -901760.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -901936.687500 Penalty: 4684.767578
	Iteration 9Q: 3 clusters Score -901936.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -902101.000000 Penalty: 4684.767578
	Iteration 10Q: 3 clusters Score -902101 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -902268.000000 Penalty: 4684.767578
	Iteration 11Q: 3 clusters Score -902268 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -902410.312500 Penalty: 4684.767578
	Iteration 12Q: 3 clusters Score -902410.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -902553.812500 Penalty: 4684.767578
	Iteration 13Q: 3 clusters Score -902553.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -902703.875000 Penalty: 4684.767578
	Iteration 14Q: 3 clusters Score -902703.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -902821.062500 Penalty: 4684.767578
	Iteration 15Q: 3 clusters Score -902821.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -902957.062500 Penalty: 4684.767578
	Iteration 16Q: 3 clusters Score -902957.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -903105.125000 Penalty: 4684.767578
	Iteration 17Q: 3 clusters Score -903105.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -903251.187500 Penalty: 4684.767578
	Iteration 18Q: 3 clusters Score -903251.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -903374.812500 Penalty: 4684.767578
	Iteration 19Q: 3 clusters Score -903374.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -903464.687500 Penalty: 4684.767578
	Iteration 20F: 3 clusters Score -903464.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -903547.687500 Penalty: 4684.767578
	Iteration 21Q: 3 clusters Score -903547.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -903620.500000 Penalty: 4684.767578
	Iteration 22Q: 3 clusters Score -903620.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -903673.875000 Penalty: 4684.767578
	Iteration 23Q: 3 clusters Score -903673.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -903726.750000 Penalty: 4684.767578
	Iteration 24Q: 3 clusters Score -903726.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -903773.875000 Penalty: 4684.767578
	Iteration 25Q: 3 clusters Score -903773.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -903828.312500 Penalty: 4684.767578
	Iteration 26Q: 3 clusters Score -903828.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -903872.812500 Penalty: 4684.767578
	Iteration 27Q: 3 clusters Score -903872.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -903914.375000 Penalty: 4684.767578
	Iteration 28Q: 3 clusters Score -903914.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -903955.687500 Penalty: 4684.767578
	Iteration 29Q: 3 clusters Score -903955.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -903998.187500 Penalty: 4684.767578
	Iteration 30Q: 3 clusters Score -903998.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -904040.187500 Penalty: 4684.767578
	Iteration 31Q: 3 clusters Score -904040.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -904081.625000 Penalty: 4684.767578
	Iteration 32Q: 3 clusters Score -904081.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -904123.187500 Penalty: 4684.767578
	Iteration 33Q: 3 clusters Score -904123.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -904157.437500 Penalty: 4684.767578
	Iteration 34Q: 3 clusters Score -904157.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -904192.562500 Penalty: 4684.767578
	Iteration 35Q: 3 clusters Score -904192.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -904218.437500 Penalty: 4684.767578
	Iteration 36Q: 3 clusters Score -904218.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -904245.875000 Penalty: 4684.767578
	Iteration 37Q: 3 clusters Score -904245.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -904270.875000 Penalty: 4684.767578
	Iteration 38Q: 3 clusters Score -904270.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -904295.312500 Penalty: 4684.767578
	Iteration 39Q: 3 clusters Score -904295.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -904321.375000 Penalty: 4684.767578
	Iteration 40F: 3 clusters Score -904321.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -904352.187500 Penalty: 4684.767578
	Iteration 41Q: 3 clusters Score -904352.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -904378.687500 Penalty: 4684.767578
	Iteration 42Q: 3 clusters Score -904378.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -904405.250000 Penalty: 4684.767578
	Iteration 43Q: 3 clusters Score -904405.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -904431.062500 Penalty: 4684.767578
	Iteration 44Q: 3 clusters Score -904431.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -904453.375000 Penalty: 4684.767578
	Iteration 45Q: 3 clusters Score -904453.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -904479.125000 Penalty: 4684.767578
	Iteration 46Q: 3 clusters Score -904479.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -904490.750000 Penalty: 4684.767578
	Iteration 47Q: 3 clusters Score -904490.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -904506.187500 Penalty: 4684.767578
	Iteration 48Q: 3 clusters Score -904506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -904521.125000 Penalty: 4684.767578
	Iteration 49Q: 3 clusters Score -904521.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -904537.312500 Penalty: 4684.767578
	Iteration 50Q: 3 clusters Score -904537.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -904553.562500 Penalty: 4684.767578
	Iteration 51Q: 3 clusters Score -904553.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -904567.500000 Penalty: 4684.767578
	Iteration 52Q: 3 clusters Score -904567.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -904576.937500 Penalty: 4684.767578
	Iteration 53Q: 3 clusters Score -904576.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -904582.687500 Penalty: 4684.767578
	Iteration 54Q: 3 clusters Score -904582.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -904588.562500 Penalty: 4684.767578
	Iteration 55Q: 3 clusters Score -904588.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -904595.187500 Penalty: 4684.767578
	Iteration 56Q: 3 clusters Score -904595.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -904600.312500 Penalty: 4684.767578
	Iteration 57Q: 3 clusters Score -904600.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -904607.750000 Penalty: 4684.767578
	Iteration 58Q: 3 clusters Score -904607.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -904611.875000 Penalty: 4684.767578
	Iteration 59Q: 3 clusters Score -904611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -904612.937500 Penalty: 4684.767578
	Iteration 60F: 3 clusters Score -904612.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -904620.750000 Penalty: 4684.767578
	Iteration 61Q: 3 clusters Score -904620.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -904626.250000 Penalty: 4684.767578
	Iteration 62Q: 3 clusters Score -904626.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -904628.875000 Penalty: 4684.767578
	Iteration 63Q: 3 clusters Score -904628.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -904635.625000 Penalty: 4684.767578
	Iteration 64Q: 3 clusters Score -904635.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -904641.937500 Penalty: 4684.767578
	Iteration 65Q: 3 clusters Score -904641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -904646.312500 Penalty: 4684.767578
	Iteration 66Q: 3 clusters Score -904646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -904652.437500 Penalty: 4684.767578
	Iteration 67Q: 3 clusters Score -904652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -904657.312500 Penalty: 4684.767578
	Iteration 68Q: 3 clusters Score -904657.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -904662.625000 Penalty: 4684.767578
	Iteration 69Q: 3 clusters Score -904662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -904667.750000 Penalty: 4684.767578
	Iteration 70Q: 3 clusters Score -904667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -904675.937500 Penalty: 4684.767578
	Iteration 71Q: 3 clusters Score -904675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -904684.875000 Penalty: 4684.767578
	Iteration 72Q: 3 clusters Score -904684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -904688.000000 Penalty: 4684.767578
	Iteration 73Q: 3 clusters Score -904688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -904693.937500 Penalty: 4684.767578
	Iteration 74Q: 3 clusters Score -904693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -904694.250000 Penalty: 4684.767578
	Iteration 75Q: 3 clusters Score -904694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -904695.062500 Penalty: 4684.767578
	Iteration 76Q: 3 clusters Score -904695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -904697.812500 Penalty: 4684.767578
	Iteration 77Q: 3 clusters Score -904697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -904703.250000 Penalty: 4684.767578
	Iteration 78Q: 3 clusters Score -904703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -904708.812500 Penalty: 4684.767578
	Iteration 79Q: 3 clusters Score -904708.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -904717.187500 Penalty: 4684.767578
	Iteration 80F: 3 clusters Score -904717.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -904726.250000 Penalty: 4684.767578
	Iteration 81Q: 3 clusters Score -904726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -904733.500000 Penalty: 4684.767578
	Iteration 82Q: 3 clusters Score -904733.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -904738.000000 Penalty: 4684.767578
	Iteration 83Q: 3 clusters Score -904738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -904747.812500 Penalty: 4684.767578
	Iteration 84Q: 3 clusters Score -904747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -904754.062500 Penalty: 4684.767578
	Iteration 85Q: 3 clusters Score -904754.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -904765.500000 Penalty: 4684.767578
	Iteration 86Q: 3 clusters Score -904765.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -904772.437500 Penalty: 4684.767578
	Iteration 87Q: 3 clusters Score -904772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -904780.625000 Penalty: 4684.767578
	Iteration 88Q: 3 clusters Score -904780.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -904784.875000 Penalty: 4684.767578
	Iteration 89Q: 3 clusters Score -904784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -904789.312500 Penalty: 4684.767578
	Iteration 90Q: 3 clusters Score -904789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -904791.125000 Penalty: 4684.767578
	Iteration 91Q: 3 clusters Score -904791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -904794.062500 Penalty: 4684.767578
	Iteration 92Q: 3 clusters Score -904794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -904794.000000 Penalty: 4684.767578
	Iteration 93Q: 3 clusters Score -904794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -904796.437500 Penalty: 4684.767578
	Iteration 94Q: 3 clusters Score -904796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -904800.812500 Penalty: 4684.767578
	Iteration 95Q: 3 clusters Score -904800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -904801.312500 Penalty: 4684.767578
	Iteration 96Q: 3 clusters Score -904801.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -904801.875000 Penalty: 4684.767578
	Iteration 97Q: 3 clusters Score -904801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -904801.875000 Penalty: 4684.767578
	Iteration 98F: 3 clusters Score -904801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -53370.917969 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -53370.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51715.273438 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -51715.27 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51901.171875 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -51901.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51956.656250 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -51956.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51991.574219 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -51991.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -52011.484375 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -52011.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52018.074219 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -52018.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52026.027344 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -52026.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52033.007812 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -52033.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52035.285156 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -52035.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -52035.285156 Penalty: 3221.651611
	Iteration 9F: 3 clusters Score -52035.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Entering Unmasked Estep 
Score: -1051743.500000 Penalty: 2341.617676
	Iteration 0F: 2 clusters Score -1051744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1042457.125000 Penalty: 4683.235352
	Iteration 0F: 3 clusters Score -1042457 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1045280.750000 Penalty: 4683.235352
	Iteration 1F: 3 clusters Score -1045281 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1045601.187500 Penalty: 4683.235352
	Iteration 2F: 3 clusters Score -1045601 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1045855.187500 Penalty: 4683.235352
	Iteration 3Q: 3 clusters Score -1045855 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1046084.375000 Penalty: 4683.235352
	Iteration 4Q: 3 clusters Score -1046084 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1046358.000000 Penalty: 4683.235352
	Iteration 5Q: 3 clusters Score -1046358 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1046648.375000 Penalty: 4683.235352
	Iteration 6Q: 3 clusters Score -1046648 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1046998.187500 Penalty: 4683.235352
	Iteration 7Q: 3 clusters Score -1046998 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1047382.750000 Penalty: 4683.235352
	Iteration 8Q: 3 clusters Score -1047383 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1047795.937500 Penalty: 4683.235352
	Iteration 9Q: 3 clusters Score -1047796 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1048275.125000 Penalty: 4683.235352
	Iteration 10Q: 3 clusters Score -1048275 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1048728.000000 Penalty: 4683.235352
	Iteration 11Q: 3 clusters Score -1048728 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1049042.750000 Penalty: 4683.235352
	Iteration 12Q: 3 clusters Score -1049043 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1049259.000000 Penalty: 4683.235352
	Iteration 13Q: 3 clusters Score -1049259 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1049373.875000 Penalty: 4683.235352
	Iteration 14Q: 3 clusters Score -1049374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1049441.375000 Penalty: 4683.235352
	Iteration 15Q: 3 clusters Score -1049441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1049501.875000 Penalty: 4683.235352
	Iteration 16Q: 3 clusters Score -1049502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1049551.750000 Penalty: 4683.235352
	Iteration 17Q: 3 clusters Score -1049552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1049575.375000 Penalty: 4683.235352
	Iteration 18Q: 3 clusters Score -1049575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1049597.750000 Penalty: 4683.235352
	Iteration 19Q: 3 clusters Score -1049598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1049611.625000 Penalty: 4683.235352
	Iteration 20F: 3 clusters Score -1049612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1049627.500000 Penalty: 4683.235352
	Iteration 21Q: 3 clusters Score -1049628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1049642.500000 Penalty: 4683.235352
	Iteration 22Q: 3 clusters Score -1049642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1049648.000000 Penalty: 4683.235352
	Iteration 23Q: 3 clusters Score -1049648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1049653.625000 Penalty: 4683.235352
	Iteration 24Q: 3 clusters Score -1049654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1049661.750000 Penalty: 4683.235352
	Iteration 25Q: 3 clusters Score -1049662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1049666.250000 Penalty: 4683.235352
	Iteration 26Q: 3 clusters Score -1049666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1049671.750000 Penalty: 4683.235352
	Iteration 27Q: 3 clusters Score -1049672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1049674.125000 Penalty: 4683.235352
	Iteration 28Q: 3 clusters Score -1049674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1049680.125000 Penalty: 4683.235352
	Iteration 29Q: 3 clusters Score -1049680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1049683.625000 Penalty: 4683.235352
	Iteration 30Q: 3 clusters Score -1049684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1049685.375000 Penalty: 4683.235352
	Iteration 31Q: 3 clusters Score -1049685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1049689.125000 Penalty: 4683.235352
	Iteration 32Q: 3 clusters Score -1049689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1049692.375000 Penalty: 4683.235352
	Iteration 33Q: 3 clusters Score -1049692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1049697.000000 Penalty: 4683.235352
	Iteration 34Q: 3 clusters Score -1049697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1049704.000000 Penalty: 4683.235352
	Iteration 35Q: 3 clusters Score -1049704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1049707.375000 Penalty: 4683.235352
	Iteration 36Q: 3 clusters Score -1049707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1049711.125000 Penalty: 4683.235352
	Iteration 37Q: 3 clusters Score -1049711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1049716.000000 Penalty: 4683.235352
	Iteration 38Q: 3 clusters Score -1049716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1049718.250000 Penalty: 4683.235352
	Iteration 39Q: 3 clusters Score -1049718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1049718.250000 Penalty: 4683.235352
	Iteration 40F: 3 clusters Score -1049718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -96026.539062 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -96026.54 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 627 members 
Entering Unmasked Estep 
Score: -93904.054688 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -93904.05 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94218.382812 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -94218.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -94331.437500 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -94331.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -94403.140625 Penalty: 3544.017090
	Iteration 3Q: 3 clusters Score -94403.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -94433.171875 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -94433.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -94456.250000 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -94456.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94463.765625 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -94463.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94466.000000 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -94466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94466.492188 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -94466.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -94470.039062 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -94470.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -94474.960938 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -94474.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94481.679688 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -94481.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94487.843750 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -94487.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94495.804688 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -94495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -94509.070312 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -94509.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -94526.296875 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -94526.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94554.085938 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -94554.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -94606.023438 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -94606.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94714.429688 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -94714.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94843.429688 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -94843.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -94923.226562 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -94923.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -94984.867188 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -94984.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95040.828125 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -95040.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -95086.468750 Penalty: 3544.017090
	Iteration 23Q: 3 clusters Score -95086.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -95111.867188 Penalty: 3544.017090
	Iteration 24Q: 3 clusters Score -95111.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -95128.234375 Penalty: 3544.017090
	Iteration 25Q: 3 clusters Score -95128.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -95144.539062 Penalty: 3544.017090
	Iteration 26Q: 3 clusters Score -95144.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95159.523438 Penalty: 3544.017090
	Iteration 27Q: 3 clusters Score -95159.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -95169.687500 Penalty: 3544.017090
	Iteration 28Q: 3 clusters Score -95169.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -95177.218750 Penalty: 3544.017090
	Iteration 29Q: 3 clusters Score -95177.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -95178.296875 Penalty: 3544.017090
	Iteration 30Q: 3 clusters Score -95178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95179.742188 Penalty: 3544.017090
	Iteration 31Q: 3 clusters Score -95179.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95181.242188 Penalty: 3544.017090
	Iteration 32Q: 3 clusters Score -95181.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -95185.398438 Penalty: 3544.017090
	Iteration 33Q: 3 clusters Score -95185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95191.953125 Penalty: 3544.017090
	Iteration 34Q: 3 clusters Score -95191.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95194.039062 Penalty: 3544.017090
	Iteration 35Q: 3 clusters Score -95194.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95194.039062 Penalty: 3544.017090
	Iteration 36F: 3 clusters Score -95194.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Entering Unmasked Estep 
Score: -1981839.625000 Penalty: 2500.587402
	Iteration 0F: 2 clusters Score -1981840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1965272.875000 Penalty: 5001.174805
	Iteration 0F: 3 clusters Score -1965273 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1970852.000000 Penalty: 5001.174805
	Iteration 1F: 3 clusters Score -1970852 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1971258.375000 Penalty: 5001.174805
	Iteration 2Q: 3 clusters Score -1971258 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1971622.250000 Penalty: 5001.174805
	Iteration 3Q: 3 clusters Score -1971622 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1971998.625000 Penalty: 5001.174805
	Iteration 4Q: 3 clusters Score -1971999 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1972440.875000 Penalty: 5001.174805
	Iteration 5Q: 3 clusters Score -1972441 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1972966.500000 Penalty: 5001.174805
	Iteration 6Q: 3 clusters Score -1972966 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1973458.375000 Penalty: 5001.174805
	Iteration 7Q: 3 clusters Score -1973458 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1973899.750000 Penalty: 5001.174805
	Iteration 8Q: 3 clusters Score -1973900 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1974293.375000 Penalty: 5001.174805
	Iteration 9Q: 3 clusters Score -1974293 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1974629.000000 Penalty: 5001.174805
	Iteration 10Q: 3 clusters Score -1974629 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1974923.500000 Penalty: 5001.174805
	Iteration 11Q: 3 clusters Score -1974924 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1975167.125000 Penalty: 5001.174805
	Iteration 12Q: 3 clusters Score -1975167 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1975359.250000 Penalty: 5001.174805
	Iteration 13Q: 3 clusters Score -1975359 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1975535.000000 Penalty: 5001.174805
	Iteration 14Q: 3 clusters Score -1975535 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1975673.625000 Penalty: 5001.174805
	Iteration 15Q: 3 clusters Score -1975674 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1975789.375000 Penalty: 5001.174805
	Iteration 16Q: 3 clusters Score -1975789 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1975922.250000 Penalty: 5001.174805
	Iteration 17Q: 3 clusters Score -1975922 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1976044.125000 Penalty: 5001.174805
	Iteration 18Q: 3 clusters Score -1976044 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1976190.375000 Penalty: 5001.174805
	Iteration 19Q: 3 clusters Score -1976190 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1976360.125000 Penalty: 5001.174805
	Iteration 20F: 3 clusters Score -1976360 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1976557.625000 Penalty: 5001.174805
	Iteration 21Q: 3 clusters Score -1976558 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1976774.500000 Penalty: 5001.174805
	Iteration 22Q: 3 clusters Score -1976774 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1977003.125000 Penalty: 5001.174805
	Iteration 23Q: 3 clusters Score -1977003 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1977264.125000 Penalty: 5001.174805
	Iteration 24Q: 3 clusters Score -1977264 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1977541.375000 Penalty: 5001.174805
	Iteration 25Q: 3 clusters Score -1977541 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1977846.125000 Penalty: 5001.174805
	Iteration 26Q: 3 clusters Score -1977846 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1978167.750000 Penalty: 5001.174805
	Iteration 27Q: 3 clusters Score -1978168 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1978447.125000 Penalty: 5001.174805
	Iteration 28Q: 3 clusters Score -1978447 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1978690.625000 Penalty: 5001.174805
	Iteration 29Q: 3 clusters Score -1978691 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1978899.250000 Penalty: 5001.174805
	Iteration 30Q: 3 clusters Score -1978899 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -1979072.250000 Penalty: 5001.174805
	Iteration 31Q: 3 clusters Score -1979072 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -1979206.000000 Penalty: 5001.174805
	Iteration 32Q: 3 clusters Score -1979206 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -1979326.875000 Penalty: 5001.174805
	Iteration 33Q: 3 clusters Score -1979327 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -1979403.500000 Penalty: 5001.174805
	Iteration 34Q: 3 clusters Score -1979404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -1979468.625000 Penalty: 5001.174805
	Iteration 35Q: 3 clusters Score -1979469 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1979527.375000 Penalty: 5001.174805
	Iteration 36Q: 3 clusters Score -1979527 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -1979592.375000 Penalty: 5001.174805
	Iteration 37Q: 3 clusters Score -1979592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1979647.625000 Penalty: 5001.174805
	Iteration 38Q: 3 clusters Score -1979648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -1979695.000000 Penalty: 5001.174805
	Iteration 39Q: 3 clusters Score -1979695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -1979717.625000 Penalty: 5001.174805
	Iteration 40F: 3 clusters Score -1979718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -1979737.125000 Penalty: 5001.174805
	Iteration 41Q: 3 clusters Score -1979737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1979761.000000 Penalty: 5001.174805
	Iteration 42Q: 3 clusters Score -1979761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -1979788.250000 Penalty: 5001.174805
	Iteration 43Q: 3 clusters Score -1979788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -1979803.500000 Penalty: 5001.174805
	Iteration 44Q: 3 clusters Score -1979804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1979820.750000 Penalty: 5001.174805
	Iteration 45Q: 3 clusters Score -1979821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -1979830.250000 Penalty: 5001.174805
	Iteration 46Q: 3 clusters Score -1979830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -1979842.625000 Penalty: 5001.174805
	Iteration 47Q: 3 clusters Score -1979843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -1979850.375000 Penalty: 5001.174805
	Iteration 48Q: 3 clusters Score -1979850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -1979857.875000 Penalty: 5001.174805
	Iteration 49Q: 3 clusters Score -1979858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1979863.875000 Penalty: 5001.174805
	Iteration 50Q: 3 clusters Score -1979864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -1979862.625000 Penalty: 5001.174805
	Iteration 51Q: 3 clusters Score -1979863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -1979862.750000 Penalty: 5001.174805
	Iteration 52Q: 3 clusters Score -1979863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -1979862.750000 Penalty: 5001.174805
	Iteration 53Q: 3 clusters Score -1979863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -1979862.750000 Penalty: 5001.174805
	Iteration 54F: 3 clusters Score -1979863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Entering Unmasked Estep 
Score: -850481.937500 Penalty: 2293.389893
	Iteration 0F: 2 clusters Score -850481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -842569.437500 Penalty: 4586.779785
	Iteration 0F: 3 clusters Score -842569.4 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -845017.812500 Penalty: 4586.779785
	Iteration 1F: 3 clusters Score -845017.8 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -845374.375000 Penalty: 4586.779785
	Iteration 2F: 3 clusters Score -845374.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -845681.937500 Penalty: 4586.779785
	Iteration 3F: 3 clusters Score -845681.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -845972.062500 Penalty: 4586.779785
	Iteration 4F: 3 clusters Score -845972.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -846257.125000 Penalty: 4586.779785
	Iteration 5Q: 3 clusters Score -846257.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -846535.625000 Penalty: 4586.779785
	Iteration 6Q: 3 clusters Score -846535.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -846826.250000 Penalty: 4586.779785
	Iteration 7Q: 3 clusters Score -846826.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -847089.750000 Penalty: 4586.779785
	Iteration 8Q: 3 clusters Score -847089.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -847296.500000 Penalty: 4586.779785
	Iteration 9Q: 3 clusters Score -847296.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -847444.187500 Penalty: 4586.779785
	Iteration 10Q: 3 clusters Score -847444.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -847564.812500 Penalty: 4586.779785
	Iteration 11Q: 3 clusters Score -847564.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -847643.125000 Penalty: 4586.779785
	Iteration 12Q: 3 clusters Score -847643.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -847689.500000 Penalty: 4586.779785
	Iteration 13Q: 3 clusters Score -847689.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -847716.500000 Penalty: 4586.779785
	Iteration 14Q: 3 clusters Score -847716.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -847737.000000 Penalty: 4586.779785
	Iteration 15Q: 3 clusters Score -847737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -847755.750000 Penalty: 4586.779785
	Iteration 16Q: 3 clusters Score -847755.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -847769.687500 Penalty: 4586.779785
	Iteration 17Q: 3 clusters Score -847769.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -847780.187500 Penalty: 4586.779785
	Iteration 18Q: 3 clusters Score -847780.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -847789.750000 Penalty: 4586.779785
	Iteration 19Q: 3 clusters Score -847789.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -847793.000000 Penalty: 4586.779785
	Iteration 20F: 3 clusters Score -847793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -847795.000000 Penalty: 4586.779785
	Iteration 21Q: 3 clusters Score -847795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -847801.500000 Penalty: 4586.779785
	Iteration 22Q: 3 clusters Score -847801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -847803.062500 Penalty: 4586.779785
	Iteration 23Q: 3 clusters Score -847803.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -847804.812500 Penalty: 4586.779785
	Iteration 24Q: 3 clusters Score -847804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -847811.375000 Penalty: 4586.779785
	Iteration 25Q: 3 clusters Score -847811.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -847811.750000 Penalty: 4586.779785
	Iteration 26Q: 3 clusters Score -847811.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -847813.875000 Penalty: 4586.779785
	Iteration 27Q: 3 clusters Score -847813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -847816.500000 Penalty: 4586.779785
	Iteration 28Q: 3 clusters Score -847816.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -847815.875000 Penalty: 4586.779785
	Iteration 29Q: 3 clusters Score -847815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -847817.000000 Penalty: 4586.779785
	Iteration 30Q: 3 clusters Score -847817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -847817.500000 Penalty: 4586.779785
	Iteration 31Q: 3 clusters Score -847817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -847818.125000 Penalty: 4586.779785
	Iteration 32Q: 3 clusters Score -847818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -847819.562500 Penalty: 4586.779785
	Iteration 33Q: 3 clusters Score -847819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -847818.187500 Penalty: 4586.779785
	Iteration 34Q: 3 clusters Score -847818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -847819.937500 Penalty: 4586.779785
	Iteration 35Q: 3 clusters Score -847819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -847822.000000 Penalty: 4586.779785
	Iteration 36Q: 3 clusters Score -847822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -847822.375000 Penalty: 4586.779785
	Iteration 37Q: 3 clusters Score -847822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -847822.750000 Penalty: 4586.779785
	Iteration 38Q: 3 clusters Score -847822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -847827.312500 Penalty: 4586.779785
	Iteration 39Q: 3 clusters Score -847827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -847827.000000 Penalty: 4586.779785
	Iteration 40F: 3 clusters Score -847827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -847826.875000 Penalty: 4586.779785
	Iteration 41Q: 3 clusters Score -847826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -847829.750000 Penalty: 4586.779785
	Iteration 42Q: 3 clusters Score -847829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -847829.812500 Penalty: 4586.779785
	Iteration 43Q: 3 clusters Score -847829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -847833.562500 Penalty: 4586.779785
	Iteration 44Q: 3 clusters Score -847833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -847831.875000 Penalty: 4586.779785
	Iteration 45Q: 3 clusters Score -847831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -847833.937500 Penalty: 4586.779785
	Iteration 46Q: 3 clusters Score -847833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -847833.250000 Penalty: 4586.779785
	Iteration 47Q: 3 clusters Score -847833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -847835.687500 Penalty: 4586.779785
	Iteration 48Q: 3 clusters Score -847835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -847836.937500 Penalty: 4586.779785
	Iteration 49Q: 3 clusters Score -847836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -847835.125000 Penalty: 4586.779785
	Iteration 50Q: 3 clusters Score -847835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -847835.125000 Penalty: 4586.779785
	Iteration 51F: 3 clusters Score -847835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -468794.781250 Penalty: 2183.695801
	Iteration 0F: 2 clusters Score -468794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -463298.343750 Penalty: 4367.391602
	Iteration 0F: 3 clusters Score -463298.3 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -464966.031250 Penalty: 4367.391602
	Iteration 1F: 3 clusters Score -464966 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -465440.218750 Penalty: 4367.391602
	Iteration 2F: 3 clusters Score -465440.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -465845.218750 Penalty: 4367.391602
	Iteration 3F: 3 clusters Score -465845.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -466172.156250 Penalty: 4367.391602
	Iteration 4F: 3 clusters Score -466172.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -466473.718750 Penalty: 4367.391602
	Iteration 5F: 3 clusters Score -466473.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -466728.062500 Penalty: 4367.391602
	Iteration 6Q: 3 clusters Score -466728.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -466960.500000 Penalty: 4367.391602
	Iteration 7Q: 3 clusters Score -466960.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -467167.343750 Penalty: 4367.391602
	Iteration 8Q: 3 clusters Score -467167.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -467339.375000 Penalty: 4367.391602
	Iteration 9Q: 3 clusters Score -467339.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -467462.906250 Penalty: 4367.391602
	Iteration 10Q: 3 clusters Score -467462.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -467543.343750 Penalty: 4367.391602
	Iteration 11Q: 3 clusters Score -467543.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -467589.375000 Penalty: 4367.391602
	Iteration 12Q: 3 clusters Score -467589.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -467613.156250 Penalty: 4367.391602
	Iteration 13Q: 3 clusters Score -467613.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -467631.093750 Penalty: 4367.391602
	Iteration 14Q: 3 clusters Score -467631.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -467644.406250 Penalty: 4367.391602
	Iteration 15Q: 3 clusters Score -467644.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -467656.031250 Penalty: 4367.391602
	Iteration 16Q: 3 clusters Score -467656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -467662.125000 Penalty: 4367.391602
	Iteration 17Q: 3 clusters Score -467662.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -467668.593750 Penalty: 4367.391602
	Iteration 18Q: 3 clusters Score -467668.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -467674.937500 Penalty: 4367.391602
	Iteration 19Q: 3 clusters Score -467674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -467677.312500 Penalty: 4367.391602
	Iteration 20F: 3 clusters Score -467677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -467680.250000 Penalty: 4367.391602
	Iteration 21Q: 3 clusters Score -467680.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -467684.281250 Penalty: 4367.391602
	Iteration 22Q: 3 clusters Score -467684.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -467686.687500 Penalty: 4367.391602
	Iteration 23Q: 3 clusters Score -467686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -467689.500000 Penalty: 4367.391602
	Iteration 24Q: 3 clusters Score -467689.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -467694.625000 Penalty: 4367.391602
	Iteration 25Q: 3 clusters Score -467694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -467698.187500 Penalty: 4367.391602
	Iteration 26Q: 3 clusters Score -467698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -467701.031250 Penalty: 4367.391602
	Iteration 27Q: 3 clusters Score -467701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -467701.781250 Penalty: 4367.391602
	Iteration 28Q: 3 clusters Score -467701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -467701.843750 Penalty: 4367.391602
	Iteration 29Q: 3 clusters Score -467701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -467701.843750 Penalty: 4367.391602
	Iteration 30F: 3 clusters Score -467701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36277.832031 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -36277.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34791.222656 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -34791.22 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34942.816406 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -34942.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34995.468750 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -34995.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35016.097656 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -35016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35021.179688 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -35021.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35021.179688 Penalty: 3057.004150
	Iteration 5F: 3 clusters Score -35021.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -579311.062500 Penalty: 2197.474121
	Iteration 0F: 2 clusters Score -579311.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -573500.187500 Penalty: 4394.948242
	Iteration 0F: 3 clusters Score -573500.2 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -575036.125000 Penalty: 4394.948242
	Iteration 1F: 3 clusters Score -575036.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -575288.062500 Penalty: 4394.948242
	Iteration 2F: 3 clusters Score -575288.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -575494.187500 Penalty: 4394.948242
	Iteration 3F: 3 clusters Score -575494.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -575713.750000 Penalty: 4394.948242
	Iteration 4Q: 3 clusters Score -575713.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -575924.125000 Penalty: 4394.948242
	Iteration 5Q: 3 clusters Score -575924.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -576172.375000 Penalty: 4394.948242
	Iteration 6Q: 3 clusters Score -576172.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -576484.625000 Penalty: 4394.948242
	Iteration 7F: 3 clusters Score -576484.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -576825.687500 Penalty: 4394.948242
	Iteration 8Q: 3 clusters Score -576825.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -577169.875000 Penalty: 4394.948242
	Iteration 9F: 3 clusters Score -577169.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -577419.125000 Penalty: 4394.948242
	Iteration 10Q: 3 clusters Score -577419.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -577592.625000 Penalty: 4394.948242
	Iteration 11Q: 3 clusters Score -577592.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -577722.125000 Penalty: 4394.948242
	Iteration 12Q: 3 clusters Score -577722.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -577814.500000 Penalty: 4394.948242
	Iteration 13Q: 3 clusters Score -577814.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -577901.437500 Penalty: 4394.948242
	Iteration 14Q: 3 clusters Score -577901.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -577984.250000 Penalty: 4394.948242
	Iteration 15Q: 3 clusters Score -577984.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -578047.625000 Penalty: 4394.948242
	Iteration 16Q: 3 clusters Score -578047.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -578134.437500 Penalty: 4394.948242
	Iteration 17Q: 3 clusters Score -578134.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -578260.937500 Penalty: 4394.948242
	Iteration 18Q: 3 clusters Score -578260.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -578366.687500 Penalty: 4394.948242
	Iteration 19Q: 3 clusters Score -578366.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -578455.937500 Penalty: 4394.948242
	Iteration 20F: 3 clusters Score -578455.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -578495.375000 Penalty: 4394.948242
	Iteration 21Q: 3 clusters Score -578495.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -578513.812500 Penalty: 4394.948242
	Iteration 22Q: 3 clusters Score -578513.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -578526.437500 Penalty: 4394.948242
	Iteration 23Q: 3 clusters Score -578526.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -578532.437500 Penalty: 4394.948242
	Iteration 24Q: 3 clusters Score -578532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -578536.500000 Penalty: 4394.948242
	Iteration 25Q: 3 clusters Score -578536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -578538.875000 Penalty: 4394.948242
	Iteration 26Q: 3 clusters Score -578538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -578541.750000 Penalty: 4394.948242
	Iteration 27Q: 3 clusters Score -578541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -578543.375000 Penalty: 4394.948242
	Iteration 28Q: 3 clusters Score -578543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -578544.312500 Penalty: 4394.948242
	Iteration 29Q: 3 clusters Score -578544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -578545.625000 Penalty: 4394.948242
	Iteration 30Q: 3 clusters Score -578545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -578545.625000 Penalty: 4394.948242
	Iteration 31F: 3 clusters Score -578545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -94520.718750 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -94520.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -92232.781250 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -92232.78 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -92840.492188 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -92840.49 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -93115.382812 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -93115.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -93318.539062 Penalty: 3660.916016
	Iteration 3F: 3 clusters Score -93318.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -93445.484375 Penalty: 3660.916016
	Iteration 4F: 3 clusters Score -93445.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -93556.250000 Penalty: 3660.916016
	Iteration 5Q: 3 clusters Score -93556.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93639.531250 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -93639.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -93715.164062 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -93715.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -93747.109375 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -93747.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -93775.476562 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -93775.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -93785.984375 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -93785.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -93806.968750 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -93806.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -93817.859375 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -93817.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -93827.187500 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -93827.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -93828.484375 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -93828.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -93828.960938 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -93828.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -93829.171875 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -93829.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -93829.171875 Penalty: 3660.916016
	Iteration 17F: 3 clusters Score -93829.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -774615.312500 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -774615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -767273.812500 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -767273.8 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -769402.437500 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -769402.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -769780.812500 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -769780.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -770083.437500 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -770083.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -770395.875000 Penalty: 4539.955078
	Iteration 4F: 3 clusters Score -770395.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -770749.312500 Penalty: 4539.955078
	Iteration 5F: 3 clusters Score -770749.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -771027.500000 Penalty: 4539.955078
	Iteration 6Q: 3 clusters Score -771027.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -771282.437500 Penalty: 4539.955078
	Iteration 7Q: 3 clusters Score -771282.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -771503.312500 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -771503.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -771708.187500 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -771708.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -771894.437500 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -771894.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -772057.437500 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -772057.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -772221.312500 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -772221.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -772353.125000 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -772353.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -772479.750000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -772479.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -772591.062500 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -772591.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -772662.437500 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -772662.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -772713.500000 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -772713.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -772743.687500 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -772743.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -772768.062500 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -772768.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -772784.375000 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -772784.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -772797.812500 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -772797.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -772803.562500 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -772803.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -772805.125000 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -772805.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -772811.750000 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -772811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -772814.937500 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -772814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -772818.687500 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -772818.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -772825.625000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -772825.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -772828.250000 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -772828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -772829.250000 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -772829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -772834.125000 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -772834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -772834.125000 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -772834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -772837.375000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -772837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -772840.750000 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -772840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -772844.812500 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -772844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -772846.312500 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -772846.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -772848.375000 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -772848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -772850.187500 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -772850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -772852.250000 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -772852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -772855.062500 Penalty: 4539.955078
	Iteration 39Q: 3 clusters Score -772855.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -772858.125000 Penalty: 4539.955078
	Iteration 40F: 3 clusters Score -772858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -772859.062500 Penalty: 4539.955078
	Iteration 41Q: 3 clusters Score -772859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -772859.812500 Penalty: 4539.955078
	Iteration 42Q: 3 clusters Score -772859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -772861.062500 Penalty: 4539.955078
	Iteration 43Q: 3 clusters Score -772861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -772861.000000 Penalty: 4539.955078
	Iteration 44Q: 3 clusters Score -772861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -772863.187500 Penalty: 4539.955078
	Iteration 45Q: 3 clusters Score -772863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -772864.375000 Penalty: 4539.955078
	Iteration 46Q: 3 clusters Score -772864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -772864.187500 Penalty: 4539.955078
	Iteration 47Q: 3 clusters Score -772864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -772865.187500 Penalty: 4539.955078
	Iteration 48Q: 3 clusters Score -772865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -772866.187500 Penalty: 4539.955078
	Iteration 49Q: 3 clusters Score -772866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -772866.062500 Penalty: 4539.955078
	Iteration 50Q: 3 clusters Score -772866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -772868.125000 Penalty: 4539.955078
	Iteration 51Q: 3 clusters Score -772868.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -772868.687500 Penalty: 4539.955078
	Iteration 52Q: 3 clusters Score -772868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -772869.312500 Penalty: 4539.955078
	Iteration 53Q: 3 clusters Score -772869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -772871.312500 Penalty: 4539.955078
	Iteration 54Q: 3 clusters Score -772871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -772870.375000 Penalty: 4539.955078
	Iteration 55Q: 3 clusters Score -772870.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -772870.375000 Penalty: 4539.955078
	Iteration 56F: 3 clusters Score -772870.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Entering Unmasked Estep 
Score: -1853529.500000 Penalty: 2471.146484
	Iteration 0F: 2 clusters Score -1853530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1838540.625000 Penalty: 4942.292969
	Iteration 0F: 3 clusters Score -1838541 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1843516.375000 Penalty: 4942.292969
	Iteration 1F: 3 clusters Score -1843516 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1843941.875000 Penalty: 4942.292969
	Iteration 2F: 3 clusters Score -1843942 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1844358.000000 Penalty: 4942.292969
	Iteration 3Q: 3 clusters Score -1844358 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1844874.000000 Penalty: 4942.292969
	Iteration 4Q: 3 clusters Score -1844874 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1845626.000000 Penalty: 4942.292969
	Iteration 5F: 3 clusters Score -1845626 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1846674.500000 Penalty: 4942.292969
	Iteration 6F: 3 clusters Score -1846674 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1847896.875000 Penalty: 4942.292969
	Iteration 7F: 3 clusters Score -1847897 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1848984.750000 Penalty: 4942.292969
	Iteration 8F: 3 clusters Score -1848985 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1849761.125000 Penalty: 4942.292969
	Iteration 9Q: 3 clusters Score -1849761 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1850267.750000 Penalty: 4942.292969
	Iteration 10Q: 3 clusters Score -1850268 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1850572.250000 Penalty: 4942.292969
	Iteration 11Q: 3 clusters Score -1850572 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1850770.125000 Penalty: 4942.292969
	Iteration 12Q: 3 clusters Score -1850770 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1850901.250000 Penalty: 4942.292969
	Iteration 13Q: 3 clusters Score -1850901 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1851008.000000 Penalty: 4942.292969
	Iteration 14Q: 3 clusters Score -1851008 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1851082.125000 Penalty: 4942.292969
	Iteration 15Q: 3 clusters Score -1851082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1851153.750000 Penalty: 4942.292969
	Iteration 16Q: 3 clusters Score -1851154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1851204.750000 Penalty: 4942.292969
	Iteration 17Q: 3 clusters Score -1851205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1851238.875000 Penalty: 4942.292969
	Iteration 18Q: 3 clusters Score -1851239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1851266.125000 Penalty: 4942.292969
	Iteration 19Q: 3 clusters Score -1851266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1851292.750000 Penalty: 4942.292969
	Iteration 20F: 3 clusters Score -1851293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1851306.250000 Penalty: 4942.292969
	Iteration 21Q: 3 clusters Score -1851306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1851320.125000 Penalty: 4942.292969
	Iteration 22Q: 3 clusters Score -1851320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1851327.125000 Penalty: 4942.292969
	Iteration 23Q: 3 clusters Score -1851327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1851333.250000 Penalty: 4942.292969
	Iteration 24Q: 3 clusters Score -1851333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1851339.375000 Penalty: 4942.292969
	Iteration 25Q: 3 clusters Score -1851339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1851348.750000 Penalty: 4942.292969
	Iteration 26Q: 3 clusters Score -1851349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1851358.625000 Penalty: 4942.292969
	Iteration 27Q: 3 clusters Score -1851359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1851368.375000 Penalty: 4942.292969
	Iteration 28Q: 3 clusters Score -1851368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1851378.625000 Penalty: 4942.292969
	Iteration 29Q: 3 clusters Score -1851379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1851387.625000 Penalty: 4942.292969
	Iteration 30Q: 3 clusters Score -1851388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1851399.375000 Penalty: 4942.292969
	Iteration 31Q: 3 clusters Score -1851399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1851403.000000 Penalty: 4942.292969
	Iteration 32Q: 3 clusters Score -1851403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1851412.125000 Penalty: 4942.292969
	Iteration 33Q: 3 clusters Score -1851412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1851420.250000 Penalty: 4942.292969
	Iteration 34Q: 3 clusters Score -1851420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1851421.250000 Penalty: 4942.292969
	Iteration 35Q: 3 clusters Score -1851421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1851427.500000 Penalty: 4942.292969
	Iteration 36Q: 3 clusters Score -1851428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1851431.875000 Penalty: 4942.292969
	Iteration 37Q: 3 clusters Score -1851432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1851436.875000 Penalty: 4942.292969
	Iteration 38Q: 3 clusters Score -1851437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1851435.125000 Penalty: 4942.292969
	Iteration 39Q: 3 clusters Score -1851435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1851438.250000 Penalty: 4942.292969
	Iteration 40F: 3 clusters Score -1851438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1851441.750000 Penalty: 4942.292969
	Iteration 41Q: 3 clusters Score -1851442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1851446.250000 Penalty: 4942.292969
	Iteration 42Q: 3 clusters Score -1851446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1851450.125000 Penalty: 4942.292969
	Iteration 43Q: 3 clusters Score -1851450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1851451.500000 Penalty: 4942.292969
	Iteration 44Q: 3 clusters Score -1851452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1851453.250000 Penalty: 4942.292969
	Iteration 45Q: 3 clusters Score -1851453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1851454.500000 Penalty: 4942.292969
	Iteration 46Q: 3 clusters Score -1851454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1851455.750000 Penalty: 4942.292969
	Iteration 47Q: 3 clusters Score -1851456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1851455.750000 Penalty: 4942.292969
	Iteration 48F: 3 clusters Score -1851456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -309902.562500 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -309902.6 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 1983 members 
Entering Unmasked Estep 
Score: -306068.375000 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -306068.4 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -307131.156250 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -307131.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -307726.343750 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -307726.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -308330.437500 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -308330.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -308772.906250 Penalty: 4106.855957
	Iteration 4F: 3 clusters Score -308772.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -309055.125000 Penalty: 4106.855957
	Iteration 5F: 3 clusters Score -309055.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -309262.781250 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -309262.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -309449.406250 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -309449.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -309640.062500 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -309640.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -309862.812500 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -309862.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -310101.187500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -310101.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -310307.343750 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -310307.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -310434.781250 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -310434.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -310512.656250 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -310512.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -310577.125000 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -310577.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -310641.218750 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -310641.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -310686.625000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -310686.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -310705.375000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -310705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -310711.593750 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -310711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -310711.625000 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -310711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -310711.625000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -310711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 1585 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 6202 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 2359 members 
Entering Unmasked Estep 
Score: -51174124.000000 Penalty: 182728.750000
Splitting cluster 49 changes total score from -51174540.000000 to -51174124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -159740.734375 Penalty: 1906.282104
	Iteration 0F: 2 clusters Score -159740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -156970.828125 Penalty: 3812.564209
	Iteration 0F: 3 clusters Score -156970.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -157472.531250 Penalty: 3812.564209
	Iteration 1F: 3 clusters Score -157472.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -157627.250000 Penalty: 3812.564209
	Iteration 2F: 3 clusters Score -157627.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -157713.875000 Penalty: 3812.564209
	Iteration 3Q: 3 clusters Score -157713.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -157763.203125 Penalty: 3812.564209
	Iteration 4Q: 3 clusters Score -157763.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -157792.390625 Penalty: 3812.564209
	Iteration 5Q: 3 clusters Score -157792.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -157819.062500 Penalty: 3812.564209
	Iteration 6Q: 3 clusters Score -157819.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157843.328125 Penalty: 3812.564209
	Iteration 7Q: 3 clusters Score -157843.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -157864.468750 Penalty: 3812.564209
	Iteration 8Q: 3 clusters Score -157864.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -157885.000000 Penalty: 3812.564209
	Iteration 9Q: 3 clusters Score -157885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -157898.687500 Penalty: 3812.564209
	Iteration 10Q: 3 clusters Score -157898.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157914.421875 Penalty: 3812.564209
	Iteration 11Q: 3 clusters Score -157914.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157929.640625 Penalty: 3812.564209
	Iteration 12Q: 3 clusters Score -157929.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -157935.343750 Penalty: 3812.564209
	Iteration 13Q: 3 clusters Score -157935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -157938.281250 Penalty: 3812.564209
	Iteration 14Q: 3 clusters Score -157938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -157941.812500 Penalty: 3812.564209
	Iteration 15Q: 3 clusters Score -157941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -157944.546875 Penalty: 3812.564209
	Iteration 16Q: 3 clusters Score -157944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -157946.000000 Penalty: 3812.564209
	Iteration 17Q: 3 clusters Score -157946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -157947.750000 Penalty: 3812.564209
	Iteration 18Q: 3 clusters Score -157947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -157948.296875 Penalty: 3812.564209
	Iteration 19Q: 3 clusters Score -157948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -157949.765625 Penalty: 3812.564209
	Iteration 20F: 3 clusters Score -157949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -157951.468750 Penalty: 3812.564209
	Iteration 21Q: 3 clusters Score -157951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -157952.062500 Penalty: 3812.564209
	Iteration 22Q: 3 clusters Score -157952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -157952.062500 Penalty: 3812.564209
	Iteration 23F: 3 clusters Score -157952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -91437.945312 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -91437.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89392.742188 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -89392.74 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89732.968750 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -89732.97 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89839.953125 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -89839.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -89891.445312 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -89891.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89923.648438 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -89923.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -89949.992188 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -89949.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -89983.914062 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -89983.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -90005.312500 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -90005.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -90018.914062 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -90018.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -90029.796875 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -90029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -90058.351562 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -90058.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90072.757812 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -90072.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -90074.460938 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -90074.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -90076.757812 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -90076.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -90083.171875 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -90083.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -90093.062500 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -90093.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -90107.273438 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -90107.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -90116.507812 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -90116.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -90131.664062 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -90131.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -90138.109375 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -90138.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -90145.812500 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -90145.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -90152.929688 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -90152.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -90157.023438 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -90157.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -90162.023438 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -90162.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -90174.562500 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -90174.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -90178.937500 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -90178.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -90188.984375 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -90188.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -90193.359375 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -90193.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -90193.992188 Penalty: 3504.120605
	Iteration 28Q: 3 clusters Score -90193.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -90194.601562 Penalty: 3504.120605
	Iteration 29Q: 3 clusters Score -90194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -90196.453125 Penalty: 3504.120605
	Iteration 30Q: 3 clusters Score -90196.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -90198.125000 Penalty: 3504.120605
	Iteration 31Q: 3 clusters Score -90198.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -90199.859375 Penalty: 3504.120605
	Iteration 32Q: 3 clusters Score -90199.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -90200.609375 Penalty: 3504.120605
	Iteration 33Q: 3 clusters Score -90200.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -90203.328125 Penalty: 3504.120605
	Iteration 34Q: 3 clusters Score -90203.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -90205.539062 Penalty: 3504.120605
	Iteration 35Q: 3 clusters Score -90205.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -90206.164062 Penalty: 3504.120605
	Iteration 36Q: 3 clusters Score -90206.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -90206.164062 Penalty: 3504.120605
	Iteration 37F: 3 clusters Score -90206.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (6202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Entering Unmasked Estep 
Score: -502929.593750 Penalty: 2165.691406
	Iteration 0F: 2 clusters Score -502929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -497673.375000 Penalty: 4331.382812
	Iteration 0F: 3 clusters Score -497673.4 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -499033.187500 Penalty: 4331.382812
	Iteration 1F: 3 clusters Score -499033.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -499306.062500 Penalty: 4331.382812
	Iteration 2F: 3 clusters Score -499306.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -499585.312500 Penalty: 4331.382812
	Iteration 3F: 3 clusters Score -499585.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -499936.218750 Penalty: 4331.382812
	Iteration 4F: 3 clusters Score -499936.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -500453.187500 Penalty: 4331.382812
	Iteration 5F: 3 clusters Score -500453.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -501169.593750 Penalty: 4331.382812
	Iteration 6F: 3 clusters Score -501169.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -502102.656250 Penalty: 4331.382812
	Iteration 7F: 3 clusters Score -502102.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -502900.968750 Penalty: 4331.382812
	Iteration 8F: 3 clusters Score -502901 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -503300.906250 Penalty: 4331.382812
	Iteration 9Q: 3 clusters Score -503300.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -503413.750000 Penalty: 4331.382812
	Iteration 10Q: 3 clusters Score -503413.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -503448.906250 Penalty: 4331.382812
	Iteration 11Q: 3 clusters Score -503448.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -503463.625000 Penalty: 4331.382812
	Iteration 12Q: 3 clusters Score -503463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -503469.875000 Penalty: 4331.382812
	Iteration 13Q: 3 clusters Score -503469.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -503470.281250 Penalty: 4331.382812
	Iteration 14Q: 3 clusters Score -503470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -503472.281250 Penalty: 4331.382812
	Iteration 15Q: 3 clusters Score -503472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -503473.781250 Penalty: 4331.382812
	Iteration 16Q: 3 clusters Score -503473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -503475.843750 Penalty: 4331.382812
	Iteration 17Q: 3 clusters Score -503475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -503477.531250 Penalty: 4331.382812
	Iteration 18Q: 3 clusters Score -503477.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -503478.625000 Penalty: 4331.382812
	Iteration 19Q: 3 clusters Score -503478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -503480.812500 Penalty: 4331.382812
	Iteration 20F: 3 clusters Score -503480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -503481.750000 Penalty: 4331.382812
	Iteration 21Q: 3 clusters Score -503481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -503483.750000 Penalty: 4331.382812
	Iteration 22Q: 3 clusters Score -503483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -503485.125000 Penalty: 4331.382812
	Iteration 23Q: 3 clusters Score -503485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -503484.750000 Penalty: 4331.382812
	Iteration 24Q: 3 clusters Score -503484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -503484.750000 Penalty: 4331.382812
	Iteration 25F: 3 clusters Score -503484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 3249 members 
Mstep: Class 5 contains 39163 members 
Mstep: Class 6 contains 9715 members 
Mstep: Class 7 contains 21525 members 
Mstep: Class 8 contains 15320 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 8858 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 5716 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 1357 members 
Mstep: Class 21 contains 9042 members 
Mstep: Class 22 contains 60904 members 
Mstep: Class 23 contains 15749 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 19401 members 
Mstep: Class 28 contains 38371 members 
Mstep: Class 29 contains 699 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 57420 members 
Mstep: Class 32 contains 1861 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 21675 members 
Mstep: Class 37 contains 12646 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 12607 members 
Mstep: Class 40 contains 1268 members 
Mstep: Class 41 contains 23933 members 
Mstep: Class 42 contains 10379 members 
Mstep: Class 43 contains 6669 members 
Mstep: Class 44 contains 475 members 
Mstep: Class 45 contains 7050 members 
Mstep: Class 46 contains 1605 members 
Mstep: Class 47 contains 9444 members 
Mstep: Class 48 contains 21254 members 
Mstep: Class 49 contains 3944 members 
Mstep: Class 50 contains 2179 members 
Mstep: Class 51 contains 1170 members 
Mstep: Class 52 contains 4339 members 
Mstep: Class 53 contains 5039 members 
Mstep: Class 54 contains 8476 members 
Mstep: Class 55 contains 1863 members 
Entering Unmasked Estep 
Score: -51174008.000000 Penalty: 182728.750000
Splitting cluster 52 changes total score from -51174540.000000 to -51174008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -399949.562500 Penalty: 2114.190918
	Iteration 0F: 2 clusters Score -399949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -395379.218750 Penalty: 4228.381836
	Iteration 0F: 3 clusters Score -395379.2 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -396477.468750 Penalty: 4228.381836
	Iteration 1F: 3 clusters Score -396477.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -396758.812500 Penalty: 4228.381836
	Iteration 2F: 3 clusters Score -396758.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -396928.625000 Penalty: 4228.381836
	Iteration 3F: 3 clusters Score -396928.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -397082.718750 Penalty: 4228.381836
	Iteration 4Q: 3 clusters Score -397082.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -397226.250000 Penalty: 4228.381836
	Iteration 5Q: 3 clusters Score -397226.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -397451.843750 Penalty: 4228.381836
	Iteration 6Q: 3 clusters Score -397451.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -397734.281250 Penalty: 4228.381836
	Iteration 7Q: 3 clusters Score -397734.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -397953.968750 Penalty: 4228.381836
	Iteration 8Q: 3 clusters Score -397954 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -398123.250000 Penalty: 4228.381836
	Iteration 9Q: 3 clusters Score -398123.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -398241.750000 Penalty: 4228.381836
	Iteration 10Q: 3 clusters Score -398241.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -398362.093750 Penalty: 4228.381836
	Iteration 11Q: 3 clusters Score -398362.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -398487.468750 Penalty: 4228.381836
	Iteration 12Q: 3 clusters Score -398487.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -398628.125000 Penalty: 4228.381836
	Iteration 13Q: 3 clusters Score -398628.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -398741.906250 Penalty: 4228.381836
	Iteration 14Q: 3 clusters Score -398741.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -398852.562500 Penalty: 4228.381836
	Iteration 15Q: 3 clusters Score -398852.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -398977.687500 Penalty: 4228.381836
	Iteration 16Q: 3 clusters Score -398977.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -399107.906250 Penalty: 4228.381836
	Iteration 17Q: 3 clusters Score -399107.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -399207.562500 Penalty: 4228.381836
	Iteration 18Q: 3 clusters Score -399207.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -399268.156250 Penalty: 4228.381836
	Iteration 19Q: 3 clusters Score -399268.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -399310.406250 Penalty: 4228.381836
	Iteration 20F: 3 clusters Score -399310.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -399340.625000 Penalty: 4228.381836
	Iteration 21Q: 3 clusters Score -399340.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -399359.593750 Penalty: 4228.381836
	Iteration 22Q: 3 clusters Score -399359.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -399369.625000 Penalty: 4228.381836
	Iteration 23Q: 3 clusters Score -399369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -399377.187500 Penalty: 4228.381836
	Iteration 24Q: 3 clusters Score -399377.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -399381.156250 Penalty: 4228.381836
	Iteration 25Q: 3 clusters Score -399381.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -399386.718750 Penalty: 4228.381836
	Iteration 26Q: 3 clusters Score -399386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -399390.625000 Penalty: 4228.381836
	Iteration 27Q: 3 clusters Score -399390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -399396.406250 Penalty: 4228.381836
	Iteration 28Q: 3 clusters Score -399396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -399397.968750 Penalty: 4228.381836
	Iteration 29Q: 3 clusters Score -399398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -399399.843750 Penalty: 4228.381836
	Iteration 30Q: 3 clusters Score -399399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -399402.593750 Penalty: 4228.381836
	Iteration 31Q: 3 clusters Score -399402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -399405.031250 Penalty: 4228.381836
	Iteration 32Q: 3 clusters Score -399405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -399404.468750 Penalty: 4228.381836
	Iteration 33Q: 3 clusters Score -399404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -399404.468750 Penalty: 4228.381836
	Iteration 34F: 3 clusters Score -399404.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Entering Unmasked Estep 
Score: -728059.187500 Penalty: 2243.158691
	Iteration 0F: 2 clusters Score -728059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -721407.062500 Penalty: 4486.317383
	Iteration 0F: 3 clusters Score -721407.1 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -723191.812500 Penalty: 4486.317383
	Iteration 1F: 3 clusters Score -723191.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -723446.250000 Penalty: 4486.317383
	Iteration 2F: 3 clusters Score -723446.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -723625.750000 Penalty: 4486.317383
	Iteration 3F: 3 clusters Score -723625.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -723750.750000 Penalty: 4486.317383
	Iteration 4Q: 3 clusters Score -723750.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -723841.750000 Penalty: 4486.317383
	Iteration 5Q: 3 clusters Score -723841.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -723913.312500 Penalty: 4486.317383
	Iteration 6Q: 3 clusters Score -723913.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -723974.062500 Penalty: 4486.317383
	Iteration 7Q: 3 clusters Score -723974.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -724040.500000 Penalty: 4486.317383
	Iteration 8Q: 3 clusters Score -724040.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -724103.500000 Penalty: 4486.317383
	Iteration 9Q: 3 clusters Score -724103.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -724162.250000 Penalty: 4486.317383
	Iteration 10Q: 3 clusters Score -724162.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -724207.312500 Penalty: 4486.317383
	Iteration 11Q: 3 clusters Score -724207.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -724241.562500 Penalty: 4486.317383
	Iteration 12Q: 3 clusters Score -724241.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -724276.500000 Penalty: 4486.317383
	Iteration 13Q: 3 clusters Score -724276.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -724309.750000 Penalty: 4486.317383
	Iteration 14Q: 3 clusters Score -724309.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -724347.687500 Penalty: 4486.317383
	Iteration 15Q: 3 clusters Score -724347.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -724386.375000 Penalty: 4486.317383
	Iteration 16Q: 3 clusters Score -724386.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -724419.875000 Penalty: 4486.317383
	Iteration 17Q: 3 clusters Score -724419.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -724446.812500 Penalty: 4486.317383
	Iteration 18Q: 3 clusters Score -724446.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -724473.937500 Penalty: 4486.317383
	Iteration 19Q: 3 clusters Score -724473.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -724504.312500 Penalty: 4486.317383
	Iteration 20F: 3 clusters Score -724504.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -724527.937500 Penalty: 4486.317383
	Iteration 21Q: 3 clusters Score -724527.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -724558.312500 Penalty: 4486.317383
	Iteration 22Q: 3 clusters Score -724558.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -724588.125000 Penalty: 4486.317383
	Iteration 23Q: 3 clusters Score -724588.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -724622.500000 Penalty: 4486.317383
	Iteration 24Q: 3 clusters Score -724622.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -724655.312500 Penalty: 4486.317383
	Iteration 25Q: 3 clusters Score -724655.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -724693.125000 Penalty: 4486.317383
	Iteration 26Q: 3 clusters Score -724693.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -724734.187500 Penalty: 4486.317383
	Iteration 27Q: 3 clusters Score -724734.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -724777.812500 Penalty: 4486.317383
	Iteration 28Q: 3 clusters Score -724777.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -724835.312500 Penalty: 4486.317383
	Iteration 29Q: 3 clusters Score -724835.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -724901.250000 Penalty: 4486.317383
	Iteration 30Q: 3 clusters Score -724901.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -724979.875000 Penalty: 4486.317383
	Iteration 31Q: 3 clusters Score -724979.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -725065.437500 Penalty: 4486.317383
	Iteration 32Q: 3 clusters Score -725065.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -725161.312500 Penalty: 4486.317383
	Iteration 33Q: 3 clusters Score -725161.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -725256.562500 Penalty: 4486.317383
	Iteration 34Q: 3 clusters Score -725256.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -725350.500000 Penalty: 4486.317383
	Iteration 35Q: 3 clusters Score -725350.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -725439.250000 Penalty: 4486.317383
	Iteration 36Q: 3 clusters Score -725439.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -725500.000000 Penalty: 4486.317383
	Iteration 37Q: 3 clusters Score -725500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -725543.625000 Penalty: 4486.317383
	Iteration 38Q: 3 clusters Score -725543.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -725577.125000 Penalty: 4486.317383
	Iteration 39Q: 3 clusters Score -725577.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -725608.687500 Penalty: 4486.317383
	Iteration 40F: 3 clusters Score -725608.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -725642.437500 Penalty: 4486.317383
	Iteration 41Q: 3 clusters Score -725642.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -725677.312500 Penalty: 4486.317383
	Iteration 42Q: 3 clusters Score -725677.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -725708.312500 Penalty: 4486.317383
	Iteration 43Q: 3 clusters Score -725708.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -725739.187500 Penalty: 4486.317383
	Iteration 44Q: 3 clusters Score -725739.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -725780.750000 Penalty: 4486.317383
	Iteration 45Q: 3 clusters Score -725780.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -725817.125000 Penalty: 4486.317383
	Iteration 46Q: 3 clusters Score -725817.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -725851.312500 Penalty: 4486.317383
	Iteration 47Q: 3 clusters Score -725851.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -725877.250000 Penalty: 4486.317383
	Iteration 48Q: 3 clusters Score -725877.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -725898.375000 Penalty: 4486.317383
	Iteration 49Q: 3 clusters Score -725898.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -725920.937500 Penalty: 4486.317383
	Iteration 50Q: 3 clusters Score -725920.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -725940.937500 Penalty: 4486.317383
	Iteration 51Q: 3 clusters Score -725940.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -725962.250000 Penalty: 4486.317383
	Iteration 52Q: 3 clusters Score -725962.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -725976.875000 Penalty: 4486.317383
	Iteration 53Q: 3 clusters Score -725976.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -725992.625000 Penalty: 4486.317383
	Iteration 54Q: 3 clusters Score -725992.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -725995.125000 Penalty: 4486.317383
	Iteration 55Q: 3 clusters Score -725995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -726003.625000 Penalty: 4486.317383
	Iteration 56Q: 3 clusters Score -726003.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -726008.250000 Penalty: 4486.317383
	Iteration 57Q: 3 clusters Score -726008.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -726011.625000 Penalty: 4486.317383
	Iteration 58Q: 3 clusters Score -726011.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -726013.625000 Penalty: 4486.317383
	Iteration 59Q: 3 clusters Score -726013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -726014.687500 Penalty: 4486.317383
	Iteration 60F: 3 clusters Score -726014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -726016.812500 Penalty: 4486.317383
	Iteration 61Q: 3 clusters Score -726016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -726018.312500 Penalty: 4486.317383
	Iteration 62Q: 3 clusters Score -726018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -726020.312500 Penalty: 4486.317383
	Iteration 63Q: 3 clusters Score -726020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -726023.312500 Penalty: 4486.317383
	Iteration 64Q: 3 clusters Score -726023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -726023.937500 Penalty: 4486.317383
	Iteration 65Q: 3 clusters Score -726023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -726023.937500 Penalty: 4486.317383
	Iteration 66Q: 3 clusters Score -726023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -726025.250000 Penalty: 4486.317383
	Iteration 67Q: 3 clusters Score -726025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -726025.250000 Penalty: 4486.317383
	Iteration 68F: 3 clusters Score -726025.2 nChanged 0
23->55 Clusters: Score -51174540.000000, best is -51173624.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 657721 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 28629 members 
Mstep: Class 3 contains 28508 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 28534 members 
Mstep: Class 6 contains 28642 members 
Mstep: Class 7 contains 28799 members 
Mstep: Class 8 contains 28422 members 
Mstep: Class 9 contains 28633 members 
Mstep: Class 10 contains 28617 members 
Mstep: Class 11 contains 28743 members 
Mstep: Class 12 contains 28626 members 
Mstep: Class 13 contains 28419 members 
Mstep: Class 14 contains 28747 members 
Mstep: Class 15 contains 28662 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 28769 members 
Mstep: Class 18 contains 28541 members 
Mstep: Class 19 contains 28505 members 
Mstep: Class 20 contains 28445 members 
Mstep: Class 21 contains 28593 members 
Mstep: Class 22 contains 28797 members 
Mstep: Class 23 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 831.040894 but Gain 3322.343750
Score: -44978668.000000 Penalty: 73091.500000
Iteration 0F: 23 clusters Score -4.497867e+07 nChanged 624109
Entering Unmasked Mstep 
Mstep: Class 0 contains 710 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 28385 members 
Mstep: Class 3 contains 59534 members 
Mstep: Class 4 contains 23009 members 
Mstep: Class 5 contains 38179 members 
Mstep: Class 6 contains 27677 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 15272 members 
Mstep: Class 9 contains 26934 members 
Mstep: Class 10 contains 34146 members 
Mstep: Class 11 contains 34873 members 
Mstep: Class 12 contains 21314 members 
Mstep: Class 13 contains 25922 members 
Mstep: Class 14 contains 27873 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 16169 members 
Mstep: Class 17 contains 53150 members 
Mstep: Class 18 contains 33660 members 
Mstep: Class 20 contains 24045 members 
Mstep: Class 21 contains 18604 members 
Mstep: Class 22 contains 23611 members 
Mstep: Class 23 contains 21357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47612776.000000 Penalty: 73091.500000
Iteration 1F: 23 clusters Score -4.761278e+07 nChanged 305079
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 26665 members 
Mstep: Class 3 contains 39920 members 
Mstep: Class 4 contains 19541 members 
Mstep: Class 5 contains 33482 members 
Mstep: Class 6 contains 33405 members 
Mstep: Class 7 contains 32156 members 
Mstep: Class 8 contains 10490 members 
Mstep: Class 9 contains 32047 members 
Mstep: Class 10 contains 40411 members 
Mstep: Class 11 contains 54883 members 
Mstep: Class 12 contains 13836 members 
Mstep: Class 13 contains 25386 members 
Mstep: Class 14 contains 21232 members 
Mstep: Class 15 contains 8910 members 
Mstep: Class 16 contains 14013 members 
Mstep: Class 17 contains 79739 members 
Mstep: Class 18 contains 33846 members 
Mstep: Class 20 contains 22541 members 
Mstep: Class 21 contains 11062 members 
Mstep: Class 22 contains 18083 members 
Mstep: Class 23 contains 21797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48801648.000000 Penalty: 73091.500000
Iteration 2F: 23 clusters Score -4.880165e+07 nChanged 226254
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 38836 members 
Mstep: Class 3 contains 28526 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 35624 members 
Mstep: Class 6 contains 37651 members 
Mstep: Class 7 contains 14235 members 
Mstep: Class 8 contains 8165 members 
Mstep: Class 9 contains 32345 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 68043 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 20018 members 
Mstep: Class 14 contains 16772 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 16623 members 
Mstep: Class 17 contains 95736 members 
Mstep: Class 18 contains 31773 members 
Mstep: Class 20 contains 27044 members 
Mstep: Class 21 contains 6627 members 
Mstep: Class 22 contains 10185 members 
Mstep: Class 23 contains 17967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -49656932.000000 Penalty: 73091.500000
Iteration 3F: 23 clusters Score -4.965693e+07 nChanged 154315
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 58188 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 34200 members 
Mstep: Class 6 contains 37960 members 
Mstep: Class 7 contains 7493 members 
Mstep: Class 8 contains 10485 members 
Mstep: Class 9 contains 25016 members 
Mstep: Class 10 contains 47309 members 
Mstep: Class 11 contains 63286 members 
Mstep: Class 12 contains 7786 members 
Mstep: Class 13 contains 13739 members 
Mstep: Class 14 contains 13111 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 23431 members 
Mstep: Class 17 contains 103566 members 
Mstep: Class 18 contains 39903 members 
Mstep: Class 20 contains 32768 members 
Mstep: Class 21 contains 5029 members 
Mstep: Class 22 contains 6377 members 
Mstep: Class 23 contains 9931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50322072.000000 Penalty: 73091.500000
Iteration 4F: 23 clusters Score -5.032207e+07 nChanged 93140
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 58321 members 
Mstep: Class 3 contains 15431 members 
Mstep: Class 4 contains 4123 members 
Mstep: Class 5 contains 35511 members 
Mstep: Class 6 contains 35990 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 10906 members 
Mstep: Class 9 contains 23026 members 
Mstep: Class 10 contains 53325 members 
Mstep: Class 11 contains 49599 members 
Mstep: Class 12 contains 7531 members 
Mstep: Class 13 contains 7814 members 
Mstep: Class 14 contains 12658 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 29547 members 
Mstep: Class 17 contains 104824 members 
Mstep: Class 18 contains 47542 members 
Mstep: Class 20 contains 42847 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 6281 members 
Mstep: Class 23 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50526744.000000 Penalty: 73091.500000
Iteration 5F: 23 clusters Score -5.052674e+07 nChanged 56423
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 56127 members 
Mstep: Class 3 contains 13448 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 34176 members 
Mstep: Class 6 contains 36039 members 
Mstep: Class 7 contains 4369 members 
Mstep: Class 8 contains 10893 members 
Mstep: Class 9 contains 23343 members 
Mstep: Class 10 contains 52027 members 
Mstep: Class 11 contains 45556 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 13509 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 33507 members 
Mstep: Class 17 contains 100624 members 
Mstep: Class 18 contains 52330 members 
Mstep: Class 20 contains 50776 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 3097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50584500.000000 Penalty: 73091.500000
Iteration 6F: 23 clusters Score -5.05845e+07 nChanged 37951
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 54816 members 
Mstep: Class 3 contains 12361 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 32714 members 
Mstep: Class 6 contains 35854 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 23222 members 
Mstep: Class 10 contains 49409 members 
Mstep: Class 11 contains 43099 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 36073 members 
Mstep: Class 17 contains 95702 members 
Mstep: Class 18 contains 55758 members 
Mstep: Class 20 contains 56493 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 9556 members 
Mstep: Class 23 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50629928.000000 Penalty: 73091.500000
Iteration 7F: 23 clusters Score -5.062993e+07 nChanged 33302
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 53601 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 31290 members 
Mstep: Class 6 contains 35082 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 10650 members 
Mstep: Class 9 contains 22921 members 
Mstep: Class 10 contains 45426 members 
Mstep: Class 11 contains 42779 members 
Mstep: Class 12 contains 9140 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 15108 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 37532 members 
Mstep: Class 17 contains 90969 members 
Mstep: Class 18 contains 58181 members 
Mstep: Class 20 contains 60371 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 12636 members 
Mstep: Class 23 contains 3818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50673336.000000 Penalty: 73091.500000
Iteration 8F: 23 clusters Score -5.067334e+07 nChanged 31446
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 52166 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 29984 members 
Mstep: Class 6 contains 33975 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 22580 members 
Mstep: Class 10 contains 41719 members 
Mstep: Class 11 contains 43280 members 
Mstep: Class 12 contains 9125 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 15956 members 
Mstep: Class 15 contains 968 members 
Mstep: Class 16 contains 38317 members 
Mstep: Class 17 contains 87257 members 
Mstep: Class 18 contains 59920 members 
Mstep: Class 20 contains 62896 members 
Mstep: Class 21 contains 2878 members 
Mstep: Class 22 contains 16645 members 
Mstep: Class 23 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50714592.000000 Penalty: 73091.500000
Iteration 9Q: 23 clusters Score -5.071459e+07 nChanged 30098
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 50567 members 
Mstep: Class 3 contains 10679 members 
Mstep: Class 4 contains 10005 members 
Mstep: Class 5 contains 28922 members 
Mstep: Class 6 contains 32379 members 
Mstep: Class 7 contains 5328 members 
Mstep: Class 8 contains 9282 members 
Mstep: Class 9 contains 22227 members 
Mstep: Class 10 contains 39957 members 
Mstep: Class 11 contains 43565 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 16708 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 38489 members 
Mstep: Class 17 contains 84785 members 
Mstep: Class 18 contains 60904 members 
Mstep: Class 20 contains 64403 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 21378 members 
Mstep: Class 23 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50756524.000000 Penalty: 73091.500000
Iteration 10Q: 23 clusters Score -5.075652e+07 nChanged 30068
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 49114 members 
Mstep: Class 3 contains 10364 members 
Mstep: Class 4 contains 10204 members 
Mstep: Class 5 contains 28095 members 
Mstep: Class 6 contains 30698 members 
Mstep: Class 7 contains 7398 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 21780 members 
Mstep: Class 10 contains 39186 members 
Mstep: Class 11 contains 43382 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 9979 members 
Mstep: Class 14 contains 17237 members 
Mstep: Class 15 contains 1111 members 
Mstep: Class 16 contains 38059 members 
Mstep: Class 17 contains 83329 members 
Mstep: Class 18 contains 60788 members 
Mstep: Class 20 contains 65248 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 26437 members 
Mstep: Class 23 contains 6617 members 
Entering Unmasked Estep 
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Score: -50819812.000000 Penalty: 73091.500000
Iteration 11Q: 23 clusters Score -5.081981e+07 nChanged 24958
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 47972 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 10272 members 
Mstep: Class 5 contains 27461 members 
Mstep: Class 6 contains 32010 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 21209 members 
Mstep: Class 10 contains 38595 members 
Mstep: Class 11 contains 42932 members 
Mstep: Class 12 contains 8496 members 
Mstep: Class 13 contains 11053 members 
Mstep: Class 14 contains 17191 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 36546 members 
Mstep: Class 17 contains 85476 members 
Mstep: Class 18 contains 57949 members 
Mstep: Class 20 contains 65591 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 31347 members 
Mstep: Class 23 contains 7474 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -5.086497e+07 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 47135 members 
Mstep: Class 3 contains 9719 members 
Mstep: Class 4 contains 10295 members 
Mstep: Class 5 contains 27127 members 
Mstep: Class 6 contains 32685 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 20731 members 
Mstep: Class 10 contains 38124 members 
Mstep: Class 11 contains 42666 members 
Mstep: Class 12 contains 8425 members 
Mstep: Class 13 contains 11736 members 
Mstep: Class 14 contains 16556 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 34282 members 
Mstep: Class 17 contains 89479 members 
Mstep: Class 18 contains 55908 members 
Mstep: Class 20 contains 65646 members 
Mstep: Class 21 contains 2871 members 
Mstep: Class 22 contains 35297 members 
Mstep: Class 23 contains 7958 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -5.089033e+07 nChanged 17129
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 46593 members 
Mstep: Class 3 contains 9532 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 26896 members 
Mstep: Class 6 contains 31943 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 20249 members 
Mstep: Class 10 contains 37736 members 
Mstep: Class 11 contains 42762 members 
Mstep: Class 12 contains 8426 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 15755 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 31927 members 
Mstep: Class 17 contains 93897 members 
Mstep: Class 18 contains 55549 members 
Mstep: Class 20 contains 65641 members 
Mstep: Class 21 contains 2873 members 
Mstep: Class 22 contains 38110 members 
Mstep: Class 23 contains 8018 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -5.090051e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 46158 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 5 contains 26747 members 
Mstep: Class 6 contains 30757 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 6979 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 37442 members 
Mstep: Class 11 contains 43140 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 12550 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 30052 members 
Mstep: Class 17 contains 97314 members 
Mstep: Class 18 contains 55941 members 
Mstep: Class 20 contains 65613 members 
Mstep: Class 21 contains 2874 members 
Mstep: Class 22 contains 39958 members 
Mstep: Class 23 contains 8090 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -5.090717e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 45829 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 26544 members 
Mstep: Class 6 contains 29493 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 19534 members 
Mstep: Class 10 contains 37285 members 
Mstep: Class 11 contains 43514 members 
Mstep: Class 12 contains 8369 members 
Mstep: Class 13 contains 12775 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 28524 members 
Mstep: Class 17 contains 100037 members 
Mstep: Class 18 contains 56693 members 
Mstep: Class 20 contains 65602 members 
Mstep: Class 21 contains 2877 members 
Mstep: Class 22 contains 41302 members 
Mstep: Class 23 contains 8156 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -5.091209e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 45598 members 
Mstep: Class 3 contains 9219 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 5 contains 26344 members 
Mstep: Class 6 contains 28197 members 
Mstep: Class 7 contains 9378 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 19251 members 
Mstep: Class 10 contains 37170 members 
Mstep: Class 11 contains 43875 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 12928 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 27301 members 
Mstep: Class 17 contains 102250 members 
Mstep: Class 18 contains 57634 members 
Mstep: Class 20 contains 65599 members 
Mstep: Class 21 contains 2880 members 
Mstep: Class 22 contains 42251 members 
Mstep: Class 23 contains 8210 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -5.091616e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 45423 members 
Mstep: Class 3 contains 9189 members 
Mstep: Class 4 contains 10275 members 
Mstep: Class 5 contains 26133 members 
Mstep: Class 6 contains 26924 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 18984 members 
Mstep: Class 10 contains 37059 members 
Mstep: Class 11 contains 44221 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 13035 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 26366 members 
Mstep: Class 17 contains 103945 members 
Mstep: Class 18 contains 58634 members 
Mstep: Class 20 contains 65632 members 
Mstep: Class 21 contains 2887 members 
Mstep: Class 22 contains 42993 members 
Mstep: Class 23 contains 8299 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -5.091982e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 45293 members 
Mstep: Class 3 contains 9154 members 
Mstep: Class 4 contains 10263 members 
Mstep: Class 5 contains 25908 members 
Mstep: Class 6 contains 25722 members 
Mstep: Class 7 contains 9910 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 18712 members 
Mstep: Class 10 contains 36951 members 
Mstep: Class 11 contains 44533 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 12970 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 25681 members 
Mstep: Class 17 contains 105249 members 
Mstep: Class 18 contains 59660 members 
Mstep: Class 20 contains 65652 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 22 contains 43593 members 
Mstep: Class 23 contains 8433 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -5.092338e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 45209 members 
Mstep: Class 3 contains 9177 members 
Mstep: Class 4 contains 10233 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 24582 members 
Mstep: Class 7 contains 10117 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 18482 members 
Mstep: Class 10 contains 36854 members 
Mstep: Class 11 contains 44796 members 
Mstep: Class 12 contains 8253 members 
Mstep: Class 13 contains 13141 members 
Mstep: Class 14 contains 12563 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 25164 members 
Mstep: Class 17 contains 106388 members 
Mstep: Class 18 contains 60659 members 
Mstep: Class 20 contains 65681 members 
Mstep: Class 21 contains 2906 members 
Mstep: Class 22 contains 44091 members 
Mstep: Class 23 contains 8545 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -5.09321e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 45145 members 
Mstep: Class 3 contains 9184 members 
Mstep: Class 4 contains 10192 members 
Mstep: Class 5 contains 25303 members 
Mstep: Class 6 contains 23704 members 
Mstep: Class 7 contains 10290 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 18235 members 
Mstep: Class 10 contains 36631 members 
Mstep: Class 11 contains 45137 members 
Mstep: Class 12 contains 8222 members 
Mstep: Class 13 contains 14057 members 
Mstep: Class 14 contains 12146 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 24630 members 
Mstep: Class 17 contains 107294 members 
Mstep: Class 18 contains 61028 members 
Mstep: Class 20 contains 65696 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 44646 members 
Mstep: Class 23 contains 9556 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -5.094051e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 75171 members 
Mstep: Class 2 contains 45098 members 
Mstep: Class 3 contains 9627 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 24958 members 
Mstep: Class 6 contains 22809 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 5956 members 
Mstep: Class 9 contains 17980 members 
Mstep: Class 10 contains 36384 members 
Mstep: Class 11 contains 45497 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 14598 members 
Mstep: Class 14 contains 11694 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 24213 members 
Mstep: Class 17 contains 108257 members 
Mstep: Class 18 contains 61511 members 
Mstep: Class 20 contains 65707 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 45160 members 
Mstep: Class 23 contains 10076 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -5.094763e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 45016 members 
Mstep: Class 3 contains 10303 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 24648 members 
Mstep: Class 6 contains 22002 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 17765 members 
Mstep: Class 10 contains 36169 members 
Mstep: Class 11 contains 45847 members 
Mstep: Class 12 contains 8167 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 11231 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 109166 members 
Mstep: Class 18 contains 62097 members 
Mstep: Class 20 contains 65711 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 45655 members 
Mstep: Class 23 contains 10228 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -5.09532e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 44918 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 10079 members 
Mstep: Class 5 contains 24365 members 
Mstep: Class 6 contains 21346 members 
Mstep: Class 7 contains 10673 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 17564 members 
Mstep: Class 10 contains 35951 members 
Mstep: Class 11 contains 46151 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 23737 members 
Mstep: Class 17 contains 109945 members 
Mstep: Class 18 contains 62678 members 
Mstep: Class 20 contains 65700 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 46115 members 
Mstep: Class 23 contains 10215 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -5.096012e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 44806 members 
Mstep: Class 3 contains 11871 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 24023 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 17358 members 
Mstep: Class 10 contains 35727 members 
Mstep: Class 11 contains 46432 members 
Mstep: Class 12 contains 8145 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 23582 members 
Mstep: Class 17 contains 110613 members 
Mstep: Class 18 contains 63191 members 
Mstep: Class 20 contains 65668 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 46580 members 
Mstep: Class 23 contains 10153 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -5.096768e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 44707 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 10159 members 
Mstep: Class 5 contains 23634 members 
Mstep: Class 6 contains 20362 members 
Mstep: Class 7 contains 10801 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 17137 members 
Mstep: Class 10 contains 35516 members 
Mstep: Class 11 contains 46609 members 
Mstep: Class 12 contains 8152 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 23463 members 
Mstep: Class 17 contains 111151 members 
Mstep: Class 18 contains 63654 members 
Mstep: Class 20 contains 65611 members 
Mstep: Class 21 contains 2920 members 
Mstep: Class 22 contains 47041 members 
Mstep: Class 23 contains 10081 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -5.097179e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 44636 members 
Mstep: Class 3 contains 11908 members 
Mstep: Class 4 contains 10250 members 
Mstep: Class 5 contains 23240 members 
Mstep: Class 6 contains 19989 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 16929 members 
Mstep: Class 10 contains 35352 members 
Mstep: Class 11 contains 46699 members 
Mstep: Class 12 contains 8165 members 
Mstep: Class 13 contains 14948 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 16 contains 23344 members 
Mstep: Class 17 contains 111583 members 
Mstep: Class 18 contains 64062 members 
Mstep: Class 20 contains 65551 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47457 members 
Mstep: Class 23 contains 10016 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -5.097386e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 44581 members 
Mstep: Class 3 contains 11662 members 
Mstep: Class 4 contains 10344 members 
Mstep: Class 5 contains 22873 members 
Mstep: Class 6 contains 19675 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 6012 members 
Mstep: Class 9 contains 16760 members 
Mstep: Class 10 contains 35220 members 
Mstep: Class 11 contains 46729 members 
Mstep: Class 12 contains 8176 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 9875 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 23226 members 
Mstep: Class 17 contains 111862 members 
Mstep: Class 18 contains 64413 members 
Mstep: Class 20 contains 65489 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 47841 members 
Mstep: Class 23 contains 9957 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -5.097477e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71410 members 
Mstep: Class 2 contains 44537 members 
Mstep: Class 3 contains 11475 members 
Mstep: Class 4 contains 10417 members 
Mstep: Class 5 contains 22547 members 
Mstep: Class 6 contains 19416 members 
Mstep: Class 7 contains 10805 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 16643 members 
Mstep: Class 10 contains 35110 members 
Mstep: Class 11 contains 46725 members 
Mstep: Class 12 contains 8190 members 
Mstep: Class 13 contains 14841 members 
Mstep: Class 14 contains 9831 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 23135 members 
Mstep: Class 17 contains 112047 members 
Mstep: Class 18 contains 64754 members 
Mstep: Class 20 contains 65462 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 48134 members 
Mstep: Class 23 contains 9919 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -5.097576e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 44507 members 
Mstep: Class 3 contains 11331 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 22273 members 
Mstep: Class 6 contains 19191 members 
Mstep: Class 7 contains 10787 members 
Mstep: Class 8 contains 5896 members 
Mstep: Class 9 contains 16555 members 
Mstep: Class 10 contains 35024 members 
Mstep: Class 11 contains 46698 members 
Mstep: Class 12 contains 8189 members 
Mstep: Class 13 contains 14783 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 23049 members 
Mstep: Class 17 contains 112190 members 
Mstep: Class 18 contains 65049 members 
Mstep: Class 20 contains 65446 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 48373 members 
Mstep: Class 23 contains 9872 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -5.097653e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 44506 members 
Mstep: Class 3 contains 11237 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 22087 members 
Mstep: Class 6 contains 18999 members 
Mstep: Class 7 contains 10777 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 16491 members 
Mstep: Class 10 contains 34917 members 
Mstep: Class 11 contains 46706 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 14719 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 22983 members 
Mstep: Class 17 contains 112292 members 
Mstep: Class 18 contains 65315 members 
Mstep: Class 20 contains 65425 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 48520 members 
Mstep: Class 23 contains 9842 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -5.097699e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 44491 members 
Mstep: Class 3 contains 11178 members 
Mstep: Class 4 contains 10568 members 
Mstep: Class 5 contains 21931 members 
Mstep: Class 6 contains 18874 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 16440 members 
Mstep: Class 10 contains 34815 members 
Mstep: Class 11 contains 46716 members 
Mstep: Class 12 contains 8185 members 
Mstep: Class 13 contains 14644 members 
Mstep: Class 14 contains 9813 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 16 contains 22930 members 
Mstep: Class 17 contains 112374 members 
Mstep: Class 18 contains 65508 members 
Mstep: Class 20 contains 65417 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 48675 members 
Mstep: Class 23 contains 9830 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -5.097706e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 44440 members 
Mstep: Class 3 contains 11131 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 5 contains 21871 members 
Mstep: Class 6 contains 18752 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 5788 members 
Mstep: Class 9 contains 16405 members 
Mstep: Class 10 contains 34754 members 
Mstep: Class 11 contains 46713 members 
Mstep: Class 12 contains 8185 members 
Mstep: Class 13 contains 14589 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 22882 members 
Mstep: Class 17 contains 112438 members 
Mstep: Class 18 contains 65686 members 
Mstep: Class 20 contains 65411 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 48775 members 
Mstep: Class 23 contains 9819 members 
Entering Unmasked Estep 
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Iteration 33Q: 23 clusters Score -5.097734e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 11106 members 
Mstep: Class 4 contains 10601 members 
Mstep: Class 5 contains 21812 members 
Mstep: Class 6 contains 18663 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 5772 members 
Mstep: Class 9 contains 16388 members 
Mstep: Class 10 contains 34699 members 
Mstep: Class 11 contains 46708 members 
Mstep: Class 12 contains 8183 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 22836 members 
Mstep: Class 17 contains 112490 members 
Mstep: Class 18 contains 65829 members 
Mstep: Class 20 contains 65413 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 48829 members 
Mstep: Class 23 contains 9818 members 
Entering Unmasked Estep 
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Iteration 34Q: 23 clusters Score -5.097757e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 44381 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 10605 members 
Mstep: Class 5 contains 21787 members 
Mstep: Class 6 contains 18588 members 
Mstep: Class 7 contains 10761 members 
Mstep: Class 8 contains 5764 members 
Mstep: Class 9 contains 16378 members 
Mstep: Class 10 contains 34657 members 
Mstep: Class 11 contains 46709 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 14496 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 22809 members 
Mstep: Class 17 contains 112526 members 
Mstep: Class 18 contains 65944 members 
Mstep: Class 20 contains 65399 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 48884 members 
Mstep: Class 23 contains 9811 members 
Entering Unmasked Estep 
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Iteration 35Q: 23 clusters Score -5.097773e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71546 members 
Mstep: Class 2 contains 44388 members 
Mstep: Class 3 contains 11077 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 21757 members 
Mstep: Class 6 contains 18524 members 
Mstep: Class 7 contains 10757 members 
Mstep: Class 8 contains 5762 members 
Mstep: Class 9 contains 16354 members 
Mstep: Class 10 contains 34621 members 
Mstep: Class 11 contains 46706 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14466 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 16 contains 22788 members 
Mstep: Class 17 contains 112557 members 
Mstep: Class 18 contains 66037 members 
Mstep: Class 20 contains 65394 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 48928 members 
Mstep: Class 23 contains 9803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50977940.000000 Penalty: 73091.500000
Iteration 36Q: 23 clusters Score -5.097794e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 44406 members 
Mstep: Class 3 contains 11074 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 21734 members 
Mstep: Class 6 contains 18478 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 16329 members 
Mstep: Class 10 contains 34579 members 
Mstep: Class 11 contains 46709 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 14453 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 22770 members 
Mstep: Class 17 contains 112584 members 
Mstep: Class 18 contains 66094 members 
Mstep: Class 20 contains 65387 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 48969 members 
Mstep: Class 23 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50977928.000000 Penalty: 73091.500000
Iteration 37Q: 23 clusters Score -5.097793e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 44433 members 
Mstep: Class 3 contains 11073 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 21726 members 
Mstep: Class 6 contains 18437 members 
Mstep: Class 7 contains 10740 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 16296 members 
Mstep: Class 10 contains 34536 members 
Mstep: Class 11 contains 46705 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14445 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 22753 members 
Mstep: Class 17 contains 112610 members 
Mstep: Class 18 contains 66143 members 
Mstep: Class 20 contains 65383 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49002 members 
Mstep: Class 23 contains 9793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50977944.000000 Penalty: 73091.500000
Iteration 38Q: 23 clusters Score -5.097794e+07 nChanged 406
Entering ConstructFrom: 
Score: -50977944.000000 Penalty: 73091.500000
Entering ConstructFrom: 
Trying to split cluster 1 (71553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Entering Unmasked Estep 
Score: -5971111.500000 Penalty: 2772.192139
	Iteration 0F: 2 clusters Score -5971112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -5923038.500000 Penalty: 5544.384277
	Iteration 0F: 3 clusters Score -5923038 nChanged 33658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -5942263.000000 Penalty: 5544.384277
	Iteration 1F: 3 clusters Score -5942263 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -5943587.500000 Penalty: 5544.384277
	Iteration 2Q: 3 clusters Score -5943588 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -5945694.000000 Penalty: 5544.384277
	Iteration 3F: 3 clusters Score -5945694 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5948639.500000 Penalty: 5544.384277
	Iteration 4F: 3 clusters Score -5948640 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5952351.000000 Penalty: 5544.384277
	Iteration 5F: 3 clusters Score -5952351 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -5956847.000000 Penalty: 5544.384277
	Iteration 6F: 3 clusters Score -5956847 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -5961655.000000 Penalty: 5544.384277
	Iteration 7F: 3 clusters Score -5961655 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5965963.500000 Penalty: 5544.384277
	Iteration 8F: 3 clusters Score -5965964 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -5968700.000000 Penalty: 5544.384277
	Iteration 9F: 3 clusters Score -5968700 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -5970288.000000 Penalty: 5544.384277
	Iteration 10Q: 3 clusters Score -5970288 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5971388.500000 Penalty: 5544.384277
	Iteration 11Q: 3 clusters Score -5971388 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5972321.500000 Penalty: 5544.384277
	Iteration 12Q: 3 clusters Score -5972322 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5973403.000000 Penalty: 5544.384277
	Iteration 13Q: 3 clusters Score -5973403 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -5974957.500000 Penalty: 5544.384277
	Iteration 14Q: 3 clusters Score -5974958 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -5975988.500000 Penalty: 5544.384277
	Iteration 15Q: 3 clusters Score -5975988 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -5976430.000000 Penalty: 5544.384277
	Iteration 16Q: 3 clusters Score -5976430 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -5976769.500000 Penalty: 5544.384277
	Iteration 17Q: 3 clusters Score -5976770 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -5977117.000000 Penalty: 5544.384277
	Iteration 18Q: 3 clusters Score -5977117 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5977493.500000 Penalty: 5544.384277
	Iteration 19Q: 3 clusters Score -5977494 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5977956.000000 Penalty: 5544.384277
	Iteration 20F: 3 clusters Score -5977956 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -5978480.500000 Penalty: 5544.384277
	Iteration 21Q: 3 clusters Score -5978480 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5979010.000000 Penalty: 5544.384277
	Iteration 22Q: 3 clusters Score -5979010 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5979487.500000 Penalty: 5544.384277
	Iteration 23Q: 3 clusters Score -5979488 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5979911.500000 Penalty: 5544.384277
	Iteration 24Q: 3 clusters Score -5979912 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -5980203.000000 Penalty: 5544.384277
	Iteration 25Q: 3 clusters Score -5980203 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5980382.500000 Penalty: 5544.384277
	Iteration 26Q: 3 clusters Score -5980382 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5980511.500000 Penalty: 5544.384277
	Iteration 27Q: 3 clusters Score -5980512 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5980581.500000 Penalty: 5544.384277
	Iteration 28Q: 3 clusters Score -5980582 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5980698.000000 Penalty: 5544.384277
	Iteration 29Q: 3 clusters Score -5980698 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5980754.500000 Penalty: 5544.384277
	Iteration 30Q: 3 clusters Score -5980754 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5980823.000000 Penalty: 5544.384277
	Iteration 31Q: 3 clusters Score -5980823 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -5980895.000000 Penalty: 5544.384277
	Iteration 32Q: 3 clusters Score -5980895 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -5980985.000000 Penalty: 5544.384277
	Iteration 33Q: 3 clusters Score -5980985 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5981030.000000 Penalty: 5544.384277
	Iteration 34Q: 3 clusters Score -5981030 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5981077.500000 Penalty: 5544.384277
	Iteration 35Q: 3 clusters Score -5981078 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5981142.500000 Penalty: 5544.384277
	Iteration 36Q: 3 clusters Score -5981142 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5981170.000000 Penalty: 5544.384277
	Iteration 37Q: 3 clusters Score -5981170 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5981184.000000 Penalty: 5544.384277
	Iteration 38Q: 3 clusters Score -5981184 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5981197.500000 Penalty: 5544.384277
	Iteration 39Q: 3 clusters Score -5981198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -5981246.500000 Penalty: 5544.384277
	Iteration 40F: 3 clusters Score -5981246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -5981262.000000 Penalty: 5544.384277
	Iteration 41Q: 3 clusters Score -5981262 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -5981285.000000 Penalty: 5544.384277
	Iteration 42Q: 3 clusters Score -5981285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -5981287.500000 Penalty: 5544.384277
	Iteration 43Q: 3 clusters Score -5981288 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5981274.000000 Penalty: 5544.384277
	Iteration 44Q: 3 clusters Score -5981274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5981306.000000 Penalty: 5544.384277
	Iteration 45Q: 3 clusters Score -5981306 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -5981335.000000 Penalty: 5544.384277
	Iteration 46Q: 3 clusters Score -5981335 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5981362.000000 Penalty: 5544.384277
	Iteration 47Q: 3 clusters Score -5981362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5981368.500000 Penalty: 5544.384277
	Iteration 48Q: 3 clusters Score -5981368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -5981360.500000 Penalty: 5544.384277
	Iteration 49Q: 3 clusters Score -5981360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5981382.000000 Penalty: 5544.384277
	Iteration 50Q: 3 clusters Score -5981382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5981383.000000 Penalty: 5544.384277
	Iteration 51Q: 3 clusters Score -5981383 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5981390.500000 Penalty: 5544.384277
	Iteration 52Q: 3 clusters Score -5981390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5981397.500000 Penalty: 5544.384277
	Iteration 53Q: 3 clusters Score -5981398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5981404.500000 Penalty: 5544.384277
	Iteration 54Q: 3 clusters Score -5981404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5981393.500000 Penalty: 5544.384277
	Iteration 55Q: 3 clusters Score -5981394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5981407.000000 Penalty: 5544.384277
	Iteration 56Q: 3 clusters Score -5981407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -5981399.500000 Penalty: 5544.384277
	Iteration 57Q: 3 clusters Score -5981400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -5981398.000000 Penalty: 5544.384277
	Iteration 58Q: 3 clusters Score -5981398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5981398.000000 Penalty: 5544.384277
	Iteration 59Q: 3 clusters Score -5981398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -5981408.500000 Penalty: 5544.384277
	Iteration 60F: 3 clusters Score -5981408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -5981389.500000 Penalty: 5544.384277
	Iteration 61Q: 3 clusters Score -5981390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -5981383.500000 Penalty: 5544.384277
	Iteration 62Q: 3 clusters Score -5981384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5981375.000000 Penalty: 5544.384277
	Iteration 63Q: 3 clusters Score -5981375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -5981381.000000 Penalty: 5544.384277
	Iteration 64Q: 3 clusters Score -5981381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5981365.000000 Penalty: 5544.384277
	Iteration 65Q: 3 clusters Score -5981365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5981376.500000 Penalty: 5544.384277
	Iteration 66Q: 3 clusters Score -5981376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5981372.500000 Penalty: 5544.384277
	Iteration 67Q: 3 clusters Score -5981372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5981373.000000 Penalty: 5544.384277
	Iteration 68Q: 3 clusters Score -5981373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -5981381.500000 Penalty: 5544.384277
	Iteration 69Q: 3 clusters Score -5981382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -5981383.000000 Penalty: 5544.384277
	Iteration 70Q: 3 clusters Score -5981383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -5981381.000000 Penalty: 5544.384277
	Iteration 71Q: 3 clusters Score -5981381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5981383.000000 Penalty: 5544.384277
	Iteration 72Q: 3 clusters Score -5981383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -5981385.500000 Penalty: 5544.384277
	Iteration 73Q: 3 clusters Score -5981386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5981387.000000 Penalty: 5544.384277
	Iteration 74Q: 3 clusters Score -5981387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -5981384.500000 Penalty: 5544.384277
	Iteration 75Q: 3 clusters Score -5981384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5981381.000000 Penalty: 5544.384277
	Iteration 76Q: 3 clusters Score -5981381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5981375.500000 Penalty: 5544.384277
	Iteration 77Q: 3 clusters Score -5981376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5981374.500000 Penalty: 5544.384277
	Iteration 78Q: 3 clusters Score -5981374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -5981372.000000 Penalty: 5544.384277
	Iteration 79Q: 3 clusters Score -5981372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -5981373.000000 Penalty: 5544.384277
	Iteration 80F: 3 clusters Score -5981373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5981375.000000 Penalty: 5544.384277
	Iteration 81Q: 3 clusters Score -5981375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -5981368.000000 Penalty: 5544.384277
	Iteration 82Q: 3 clusters Score -5981368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5981364.000000 Penalty: 5544.384277
	Iteration 83Q: 3 clusters Score -5981364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5981366.500000 Penalty: 5544.384277
	Iteration 84Q: 3 clusters Score -5981366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5981370.500000 Penalty: 5544.384277
	Iteration 85Q: 3 clusters Score -5981370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -5981366.000000 Penalty: 5544.384277
	Iteration 86Q: 3 clusters Score -5981366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5981366.000000 Penalty: 5544.384277
	Iteration 87Q: 3 clusters Score -5981366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -5981367.000000 Penalty: 5544.384277
	Iteration 88Q: 3 clusters Score -5981367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -5981372.000000 Penalty: 5544.384277
	Iteration 89Q: 3 clusters Score -5981372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5981370.500000 Penalty: 5544.384277
	Iteration 90Q: 3 clusters Score -5981370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5981379.000000 Penalty: 5544.384277
	Iteration 91Q: 3 clusters Score -5981379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5981383.000000 Penalty: 5544.384277
	Iteration 92Q: 3 clusters Score -5981383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5981378.500000 Penalty: 5544.384277
	Iteration 93Q: 3 clusters Score -5981378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -5981383.500000 Penalty: 5544.384277
	Iteration 94Q: 3 clusters Score -5981384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -5981381.500000 Penalty: 5544.384277
	Iteration 95Q: 3 clusters Score -5981382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5981387.000000 Penalty: 5544.384277
	Iteration 96Q: 3 clusters Score -5981387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5981371.500000 Penalty: 5544.384277
	Iteration 97Q: 3 clusters Score -5981372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -5981369.000000 Penalty: 5544.384277
	Iteration 98Q: 3 clusters Score -5981369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5981375.500000 Penalty: 5544.384277
	Iteration 99Q: 3 clusters Score -5981376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -5981371.500000 Penalty: 5544.384277
	Iteration 100F: 3 clusters Score -5981372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5981376.000000 Penalty: 5544.384277
	Iteration 101Q: 3 clusters Score -5981376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5981374.500000 Penalty: 5544.384277
	Iteration 102Q: 3 clusters Score -5981374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5981387.500000 Penalty: 5544.384277
	Iteration 103Q: 3 clusters Score -5981388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -5981386.500000 Penalty: 5544.384277
	Iteration 104Q: 3 clusters Score -5981386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5981386.000000 Penalty: 5544.384277
	Iteration 105Q: 3 clusters Score -5981386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5981381.500000 Penalty: 5544.384277
	Iteration 106Q: 3 clusters Score -5981382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5981390.000000 Penalty: 5544.384277
	Iteration 107Q: 3 clusters Score -5981390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5981395.000000 Penalty: 5544.384277
	Iteration 108Q: 3 clusters Score -5981395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5981400.500000 Penalty: 5544.384277
	Iteration 109Q: 3 clusters Score -5981400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5981405.000000 Penalty: 5544.384277
	Iteration 110Q: 3 clusters Score -5981405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5981405.500000 Penalty: 5544.384277
	Iteration 111Q: 3 clusters Score -5981406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5981399.000000 Penalty: 5544.384277
	Iteration 112Q: 3 clusters Score -5981399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -5981402.500000 Penalty: 5544.384277
	Iteration 113Q: 3 clusters Score -5981402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5981408.000000 Penalty: 5544.384277
	Iteration 114Q: 3 clusters Score -5981408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5981400.000000 Penalty: 5544.384277
	Iteration 115Q: 3 clusters Score -5981400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5981398.500000 Penalty: 5544.384277
	Iteration 116Q: 3 clusters Score -5981398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5981398.500000 Penalty: 5544.384277
	Iteration 117F: 3 clusters Score -5981398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 44454 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 21703 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Entering Unmasked Estep 
Score: -50987648.000000 Penalty: 76413.843750
Splitting cluster 1 changes total score from -50977944.000000 to -50987648.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (44454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Entering Unmasked Estep 
Score: -3619297.250000 Penalty: 2654.148193
	Iteration 0F: 2 clusters Score -3619297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3589155.250000 Penalty: 5308.296387
	Iteration 0F: 3 clusters Score -3589155 nChanged 20534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3601307.000000 Penalty: 5308.296387
	Iteration 1F: 3 clusters Score -3601307 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3603306.500000 Penalty: 5308.296387
	Iteration 2F: 3 clusters Score -3603306 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3606529.250000 Penalty: 5308.296387
	Iteration 3F: 3 clusters Score -3606529 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3610161.750000 Penalty: 5308.296387
	Iteration 4F: 3 clusters Score -3610162 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3613440.500000 Penalty: 5308.296387
	Iteration 5F: 3 clusters Score -3613440 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3616411.000000 Penalty: 5308.296387
	Iteration 6F: 3 clusters Score -3616411 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3619796.250000 Penalty: 5308.296387
	Iteration 7F: 3 clusters Score -3619796 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3623870.250000 Penalty: 5308.296387
	Iteration 8F: 3 clusters Score -3623870 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3627425.750000 Penalty: 5308.296387
	Iteration 9F: 3 clusters Score -3627426 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3629066.750000 Penalty: 5308.296387
	Iteration 10Q: 3 clusters Score -3629067 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3629493.500000 Penalty: 5308.296387
	Iteration 11Q: 3 clusters Score -3629494 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3629672.250000 Penalty: 5308.296387
	Iteration 12Q: 3 clusters Score -3629672 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3629755.000000 Penalty: 5308.296387
	Iteration 13Q: 3 clusters Score -3629755 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3629817.750000 Penalty: 5308.296387
	Iteration 14Q: 3 clusters Score -3629818 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3629872.750000 Penalty: 5308.296387
	Iteration 15Q: 3 clusters Score -3629873 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3629917.000000 Penalty: 5308.296387
	Iteration 16Q: 3 clusters Score -3629917 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3629980.250000 Penalty: 5308.296387
	Iteration 17Q: 3 clusters Score -3629980 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3630050.000000 Penalty: 5308.296387
	Iteration 18Q: 3 clusters Score -3630050 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3630141.750000 Penalty: 5308.296387
	Iteration 19Q: 3 clusters Score -3630142 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3630240.750000 Penalty: 5308.296387
	Iteration 20F: 3 clusters Score -3630241 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3630397.500000 Penalty: 5308.296387
	Iteration 21Q: 3 clusters Score -3630398 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3630608.750000 Penalty: 5308.296387
	Iteration 22Q: 3 clusters Score -3630609 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3630780.000000 Penalty: 5308.296387
	Iteration 23Q: 3 clusters Score -3630780 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3630964.250000 Penalty: 5308.296387
	Iteration 24Q: 3 clusters Score -3630964 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3631122.000000 Penalty: 5308.296387
	Iteration 25Q: 3 clusters Score -3631122 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3631217.750000 Penalty: 5308.296387
	Iteration 26Q: 3 clusters Score -3631218 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3631262.500000 Penalty: 5308.296387
	Iteration 27Q: 3 clusters Score -3631262 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3631340.250000 Penalty: 5308.296387
	Iteration 28Q: 3 clusters Score -3631340 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3631389.250000 Penalty: 5308.296387
	Iteration 29Q: 3 clusters Score -3631389 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3631411.500000 Penalty: 5308.296387
	Iteration 30Q: 3 clusters Score -3631412 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3631454.000000 Penalty: 5308.296387
	Iteration 31Q: 3 clusters Score -3631454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3631474.000000 Penalty: 5308.296387
	Iteration 32Q: 3 clusters Score -3631474 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3631483.750000 Penalty: 5308.296387
	Iteration 33Q: 3 clusters Score -3631484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3631507.750000 Penalty: 5308.296387
	Iteration 34Q: 3 clusters Score -3631508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -3631508.500000 Penalty: 5308.296387
	Iteration 35Q: 3 clusters Score -3631508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3631516.500000 Penalty: 5308.296387
	Iteration 36Q: 3 clusters Score -3631516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3631522.250000 Penalty: 5308.296387
	Iteration 37Q: 3 clusters Score -3631522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3631523.500000 Penalty: 5308.296387
	Iteration 38Q: 3 clusters Score -3631524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3631535.500000 Penalty: 5308.296387
	Iteration 39Q: 3 clusters Score -3631536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3631531.500000 Penalty: 5308.296387
	Iteration 40F: 3 clusters Score -3631532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3631539.500000 Penalty: 5308.296387
	Iteration 41Q: 3 clusters Score -3631540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3631548.500000 Penalty: 5308.296387
	Iteration 42Q: 3 clusters Score -3631548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3631537.500000 Penalty: 5308.296387
	Iteration 43Q: 3 clusters Score -3631538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3631540.000000 Penalty: 5308.296387
	Iteration 44Q: 3 clusters Score -3631540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3631546.500000 Penalty: 5308.296387
	Iteration 45Q: 3 clusters Score -3631546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3631540.250000 Penalty: 5308.296387
	Iteration 46Q: 3 clusters Score -3631540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3631537.250000 Penalty: 5308.296387
	Iteration 47Q: 3 clusters Score -3631537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3631539.250000 Penalty: 5308.296387
	Iteration 48Q: 3 clusters Score -3631539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3631541.250000 Penalty: 5308.296387
	Iteration 49Q: 3 clusters Score -3631541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3631539.250000 Penalty: 5308.296387
	Iteration 50Q: 3 clusters Score -3631539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3631543.250000 Penalty: 5308.296387
	Iteration 51Q: 3 clusters Score -3631543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3631544.000000 Penalty: 5308.296387
	Iteration 52Q: 3 clusters Score -3631544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3631543.000000 Penalty: 5308.296387
	Iteration 53Q: 3 clusters Score -3631543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3631547.250000 Penalty: 5308.296387
	Iteration 54Q: 3 clusters Score -3631547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3631538.750000 Penalty: 5308.296387
	Iteration 55Q: 3 clusters Score -3631539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3631546.750000 Penalty: 5308.296387
	Iteration 56Q: 3 clusters Score -3631547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3631540.000000 Penalty: 5308.296387
	Iteration 57Q: 3 clusters Score -3631540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3631539.000000 Penalty: 5308.296387
	Iteration 58Q: 3 clusters Score -3631539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3631545.250000 Penalty: 5308.296387
	Iteration 59Q: 3 clusters Score -3631545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3631548.000000 Penalty: 5308.296387
	Iteration 60F: 3 clusters Score -3631548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3631550.500000 Penalty: 5308.296387
	Iteration 61Q: 3 clusters Score -3631550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3631551.750000 Penalty: 5308.296387
	Iteration 62Q: 3 clusters Score -3631552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3631552.000000 Penalty: 5308.296387
	Iteration 63Q: 3 clusters Score -3631552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3631550.000000 Penalty: 5308.296387
	Iteration 64Q: 3 clusters Score -3631550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3631547.250000 Penalty: 5308.296387
	Iteration 65Q: 3 clusters Score -3631547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3631549.250000 Penalty: 5308.296387
	Iteration 66Q: 3 clusters Score -3631549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3631546.250000 Penalty: 5308.296387
	Iteration 67Q: 3 clusters Score -3631546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3631540.000000 Penalty: 5308.296387
	Iteration 68Q: 3 clusters Score -3631540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3631544.500000 Penalty: 5308.296387
	Iteration 69Q: 3 clusters Score -3631544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3631545.500000 Penalty: 5308.296387
	Iteration 70Q: 3 clusters Score -3631546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3631545.500000 Penalty: 5308.296387
	Iteration 71F: 3 clusters Score -3631546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 21703 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Entering Unmasked Estep 
Score: -50998584.000000 Penalty: 79736.179688
Splitting cluster 2 changes total score from -50977944.000000 to -50998584.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (11071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Entering Unmasked Estep 
Score: -873575.000000 Penalty: 2309.396973
	Iteration 0F: 2 clusters Score -873575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -865266.562500 Penalty: 4618.793945
	Iteration 0F: 3 clusters Score -865266.6 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -869080.687500 Penalty: 4618.793945
	Iteration 1F: 3 clusters Score -869080.7 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -873188.125000 Penalty: 4618.793945
	Iteration 2F: 3 clusters Score -873188.1 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -877970.062500 Penalty: 4618.793945
	Iteration 3F: 3 clusters Score -877970.1 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -879394.812500 Penalty: 4618.793945
	Iteration 4F: 3 clusters Score -879394.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -879908.250000 Penalty: 4618.793945
	Iteration 5Q: 3 clusters Score -879908.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -880081.437500 Penalty: 4618.793945
	Iteration 6Q: 3 clusters Score -880081.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -880162.500000 Penalty: 4618.793945
	Iteration 7Q: 3 clusters Score -880162.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -880210.875000 Penalty: 4618.793945
	Iteration 8Q: 3 clusters Score -880210.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -880240.562500 Penalty: 4618.793945
	Iteration 9Q: 3 clusters Score -880240.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -880262.562500 Penalty: 4618.793945
	Iteration 10Q: 3 clusters Score -880262.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -880284.687500 Penalty: 4618.793945
	Iteration 11Q: 3 clusters Score -880284.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -880304.750000 Penalty: 4618.793945
	Iteration 12Q: 3 clusters Score -880304.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -880316.125000 Penalty: 4618.793945
	Iteration 13Q: 3 clusters Score -880316.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -880326.687500 Penalty: 4618.793945
	Iteration 14Q: 3 clusters Score -880326.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -880332.812500 Penalty: 4618.793945
	Iteration 15Q: 3 clusters Score -880332.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -880336.437500 Penalty: 4618.793945
	Iteration 16Q: 3 clusters Score -880336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -880348.625000 Penalty: 4618.793945
	Iteration 17Q: 3 clusters Score -880348.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -880354.312500 Penalty: 4618.793945
	Iteration 18Q: 3 clusters Score -880354.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -880363.812500 Penalty: 4618.793945
	Iteration 19Q: 3 clusters Score -880363.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -880373.875000 Penalty: 4618.793945
	Iteration 20F: 3 clusters Score -880373.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -880383.312500 Penalty: 4618.793945
	Iteration 21Q: 3 clusters Score -880383.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -880397.500000 Penalty: 4618.793945
	Iteration 22Q: 3 clusters Score -880397.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -880414.125000 Penalty: 4618.793945
	Iteration 23Q: 3 clusters Score -880414.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -880426.937500 Penalty: 4618.793945
	Iteration 24Q: 3 clusters Score -880426.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -880437.812500 Penalty: 4618.793945
	Iteration 25Q: 3 clusters Score -880437.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -880449.750000 Penalty: 4618.793945
	Iteration 26Q: 3 clusters Score -880449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -880459.125000 Penalty: 4618.793945
	Iteration 27Q: 3 clusters Score -880459.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -880476.375000 Penalty: 4618.793945
	Iteration 28Q: 3 clusters Score -880476.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -880496.125000 Penalty: 4618.793945
	Iteration 29Q: 3 clusters Score -880496.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -880516.750000 Penalty: 4618.793945
	Iteration 30Q: 3 clusters Score -880516.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -880536.875000 Penalty: 4618.793945
	Iteration 31Q: 3 clusters Score -880536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -880545.625000 Penalty: 4618.793945
	Iteration 32Q: 3 clusters Score -880545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -880548.312500 Penalty: 4618.793945
	Iteration 33Q: 3 clusters Score -880548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -880550.187500 Penalty: 4618.793945
	Iteration 34Q: 3 clusters Score -880550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -880550.625000 Penalty: 4618.793945
	Iteration 35Q: 3 clusters Score -880550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -880556.000000 Penalty: 4618.793945
	Iteration 36Q: 3 clusters Score -880556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -880556.812500 Penalty: 4618.793945
	Iteration 37Q: 3 clusters Score -880556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -880561.000000 Penalty: 4618.793945
	Iteration 38Q: 3 clusters Score -880561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -880562.125000 Penalty: 4618.793945
	Iteration 39Q: 3 clusters Score -880562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -880562.375000 Penalty: 4618.793945
	Iteration 40F: 3 clusters Score -880562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 21703 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Entering Unmasked Estep 
Score: -51004648.000000 Penalty: 83058.523438
Splitting cluster 3 changes total score from -50977944.000000 to -51004648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (10612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Entering Unmasked Estep 
Score: -866105.250000 Penalty: 2298.895752
	Iteration 0F: 2 clusters Score -866105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -858039.312500 Penalty: 4597.791504
	Iteration 0F: 3 clusters Score -858039.3 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -860575.375000 Penalty: 4597.791504
	Iteration 1F: 3 clusters Score -860575.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -861360.750000 Penalty: 4597.791504
	Iteration 2F: 3 clusters Score -861360.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -862214.375000 Penalty: 4597.791504
	Iteration 3F: 3 clusters Score -862214.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -862905.500000 Penalty: 4597.791504
	Iteration 4F: 3 clusters Score -862905.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -863563.375000 Penalty: 4597.791504
	Iteration 5F: 3 clusters Score -863563.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -864093.875000 Penalty: 4597.791504
	Iteration 6F: 3 clusters Score -864093.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -864475.812500 Penalty: 4597.791504
	Iteration 7Q: 3 clusters Score -864475.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -864763.000000 Penalty: 4597.791504
	Iteration 8Q: 3 clusters Score -864763 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -864994.187500 Penalty: 4597.791504
	Iteration 9Q: 3 clusters Score -864994.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -865187.625000 Penalty: 4597.791504
	Iteration 10Q: 3 clusters Score -865187.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -865385.375000 Penalty: 4597.791504
	Iteration 11Q: 3 clusters Score -865385.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -865517.375000 Penalty: 4597.791504
	Iteration 12Q: 3 clusters Score -865517.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -865604.000000 Penalty: 4597.791504
	Iteration 13Q: 3 clusters Score -865604 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -865666.437500 Penalty: 4597.791504
	Iteration 14Q: 3 clusters Score -865666.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -865706.875000 Penalty: 4597.791504
	Iteration 15Q: 3 clusters Score -865706.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -865736.875000 Penalty: 4597.791504
	Iteration 16Q: 3 clusters Score -865736.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -865754.687500 Penalty: 4597.791504
	Iteration 17Q: 3 clusters Score -865754.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -865767.562500 Penalty: 4597.791504
	Iteration 18Q: 3 clusters Score -865767.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -865770.625000 Penalty: 4597.791504
	Iteration 19Q: 3 clusters Score -865770.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -865776.625000 Penalty: 4597.791504
	Iteration 20F: 3 clusters Score -865776.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -865777.687500 Penalty: 4597.791504
	Iteration 21Q: 3 clusters Score -865777.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -865781.812500 Penalty: 4597.791504
	Iteration 22Q: 3 clusters Score -865781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -865786.125000 Penalty: 4597.791504
	Iteration 23Q: 3 clusters Score -865786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -865785.875000 Penalty: 4597.791504
	Iteration 24Q: 3 clusters Score -865785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -865788.875000 Penalty: 4597.791504
	Iteration 25Q: 3 clusters Score -865788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -865792.125000 Penalty: 4597.791504
	Iteration 26Q: 3 clusters Score -865792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -865791.812500 Penalty: 4597.791504
	Iteration 27Q: 3 clusters Score -865791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -865791.875000 Penalty: 4597.791504
	Iteration 28Q: 3 clusters Score -865791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -865792.437500 Penalty: 4597.791504
	Iteration 29Q: 3 clusters Score -865792.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -865792.437500 Penalty: 4597.791504
	Iteration 30F: 3 clusters Score -865792.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Entering Unmasked Estep 
Score: -1714434.250000 Penalty: 2476.331055
	Iteration 0F: 2 clusters Score -1714434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1699216.250000 Penalty: 4952.662109
	Iteration 0F: 3 clusters Score -1699216 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1704791.125000 Penalty: 4952.662109
	Iteration 1F: 3 clusters Score -1704791 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1706524.125000 Penalty: 4952.662109
	Iteration 2F: 3 clusters Score -1706524 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1709696.250000 Penalty: 4952.662109
	Iteration 3F: 3 clusters Score -1709696 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1713097.125000 Penalty: 4952.662109
	Iteration 4F: 3 clusters Score -1713097 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1715033.750000 Penalty: 4952.662109
	Iteration 5F: 3 clusters Score -1715034 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1715717.750000 Penalty: 4952.662109
	Iteration 6F: 3 clusters Score -1715718 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1715970.500000 Penalty: 4952.662109
	Iteration 7Q: 3 clusters Score -1715970 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1716074.125000 Penalty: 4952.662109
	Iteration 8Q: 3 clusters Score -1716074 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1716132.875000 Penalty: 4952.662109
	Iteration 9Q: 3 clusters Score -1716133 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1716185.250000 Penalty: 4952.662109
	Iteration 10Q: 3 clusters Score -1716185 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1716221.250000 Penalty: 4952.662109
	Iteration 11Q: 3 clusters Score -1716221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1716245.125000 Penalty: 4952.662109
	Iteration 12Q: 3 clusters Score -1716245 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1716271.000000 Penalty: 4952.662109
	Iteration 13Q: 3 clusters Score -1716271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1716281.750000 Penalty: 4952.662109
	Iteration 14Q: 3 clusters Score -1716282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1716290.750000 Penalty: 4952.662109
	Iteration 15Q: 3 clusters Score -1716291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1716291.500000 Penalty: 4952.662109
	Iteration 16Q: 3 clusters Score -1716292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1716300.500000 Penalty: 4952.662109
	Iteration 17Q: 3 clusters Score -1716300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1716301.375000 Penalty: 4952.662109
	Iteration 18Q: 3 clusters Score -1716301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1716303.500000 Penalty: 4952.662109
	Iteration 19Q: 3 clusters Score -1716304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1716303.000000 Penalty: 4952.662109
	Iteration 20F: 3 clusters Score -1716303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1716303.125000 Penalty: 4952.662109
	Iteration 21Q: 3 clusters Score -1716303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1716301.500000 Penalty: 4952.662109
	Iteration 22Q: 3 clusters Score -1716302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1716300.625000 Penalty: 4952.662109
	Iteration 23Q: 3 clusters Score -1716301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1716300.000000 Penalty: 4952.662109
	Iteration 24Q: 3 clusters Score -1716300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1716297.750000 Penalty: 4952.662109
	Iteration 25Q: 3 clusters Score -1716298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1716298.375000 Penalty: 4952.662109
	Iteration 26Q: 3 clusters Score -1716298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1716299.125000 Penalty: 4952.662109
	Iteration 27Q: 3 clusters Score -1716299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1716299.125000 Penalty: 4952.662109
	Iteration 28F: 3 clusters Score -1716299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Entering Unmasked Estep 
Score: -51005668.000000 Penalty: 86380.867188
Splitting cluster 5 changes total score from -50977944.000000 to -51005668.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (18408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Entering Unmasked Estep 
Score: -1485174.000000 Penalty: 2435.494141
	Iteration 0F: 2 clusters Score -1485174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1472112.625000 Penalty: 4870.988281
	Iteration 0F: 3 clusters Score -1472113 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1476333.500000 Penalty: 4870.988281
	Iteration 1F: 3 clusters Score -1476334 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1476702.250000 Penalty: 4870.988281
	Iteration 2F: 3 clusters Score -1476702 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1477035.375000 Penalty: 4870.988281
	Iteration 3Q: 3 clusters Score -1477035 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1477299.250000 Penalty: 4870.988281
	Iteration 4Q: 3 clusters Score -1477299 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1477506.875000 Penalty: 4870.988281
	Iteration 5Q: 3 clusters Score -1477507 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1477695.750000 Penalty: 4870.988281
	Iteration 6Q: 3 clusters Score -1477696 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1477868.625000 Penalty: 4870.988281
	Iteration 7Q: 3 clusters Score -1477869 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1478048.500000 Penalty: 4870.988281
	Iteration 8Q: 3 clusters Score -1478048 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1478234.625000 Penalty: 4870.988281
	Iteration 9Q: 3 clusters Score -1478235 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1478438.375000 Penalty: 4870.988281
	Iteration 10Q: 3 clusters Score -1478438 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1478722.750000 Penalty: 4870.988281
	Iteration 11Q: 3 clusters Score -1478723 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1479079.000000 Penalty: 4870.988281
	Iteration 12Q: 3 clusters Score -1479079 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1479546.750000 Penalty: 4870.988281
	Iteration 13Q: 3 clusters Score -1479547 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1480132.125000 Penalty: 4870.988281
	Iteration 14Q: 3 clusters Score -1480132 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1480796.750000 Penalty: 4870.988281
	Iteration 15Q: 3 clusters Score -1480797 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1481371.625000 Penalty: 4870.988281
	Iteration 16Q: 3 clusters Score -1481372 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1481886.125000 Penalty: 4870.988281
	Iteration 17Q: 3 clusters Score -1481886 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1482297.125000 Penalty: 4870.988281
	Iteration 18Q: 3 clusters Score -1482297 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1482625.250000 Penalty: 4870.988281
	Iteration 19Q: 3 clusters Score -1482625 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1482858.250000 Penalty: 4870.988281
	Iteration 20F: 3 clusters Score -1482858 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1483029.000000 Penalty: 4870.988281
	Iteration 21Q: 3 clusters Score -1483029 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1483178.375000 Penalty: 4870.988281
	Iteration 22Q: 3 clusters Score -1483178 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1483300.000000 Penalty: 4870.988281
	Iteration 23Q: 3 clusters Score -1483300 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1483413.750000 Penalty: 4870.988281
	Iteration 24Q: 3 clusters Score -1483414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1483545.875000 Penalty: 4870.988281
	Iteration 25Q: 3 clusters Score -1483546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1483805.875000 Penalty: 4870.988281
	Iteration 26Q: 3 clusters Score -1483806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1484254.875000 Penalty: 4870.988281
	Iteration 27Q: 3 clusters Score -1484255 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1484452.625000 Penalty: 4870.988281
	Iteration 28Q: 3 clusters Score -1484453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1484567.625000 Penalty: 4870.988281
	Iteration 29Q: 3 clusters Score -1484568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1484638.750000 Penalty: 4870.988281
	Iteration 30Q: 3 clusters Score -1484639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1484674.500000 Penalty: 4870.988281
	Iteration 31Q: 3 clusters Score -1484674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1484705.000000 Penalty: 4870.988281
	Iteration 32Q: 3 clusters Score -1484705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1484733.125000 Penalty: 4870.988281
	Iteration 33Q: 3 clusters Score -1484733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1484755.125000 Penalty: 4870.988281
	Iteration 34Q: 3 clusters Score -1484755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1484779.750000 Penalty: 4870.988281
	Iteration 35Q: 3 clusters Score -1484780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1484801.250000 Penalty: 4870.988281
	Iteration 36Q: 3 clusters Score -1484801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1484825.375000 Penalty: 4870.988281
	Iteration 37Q: 3 clusters Score -1484825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1484845.125000 Penalty: 4870.988281
	Iteration 38Q: 3 clusters Score -1484845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1484874.125000 Penalty: 4870.988281
	Iteration 39Q: 3 clusters Score -1484874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1484993.750000 Penalty: 4870.988281
	Iteration 40F: 3 clusters Score -1484994 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1485159.000000 Penalty: 4870.988281
	Iteration 41Q: 3 clusters Score -1485159 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1485347.250000 Penalty: 4870.988281
	Iteration 42Q: 3 clusters Score -1485347 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1485564.125000 Penalty: 4870.988281
	Iteration 43Q: 3 clusters Score -1485564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1485833.250000 Penalty: 4870.988281
	Iteration 44Q: 3 clusters Score -1485833 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1486128.000000 Penalty: 4870.988281
	Iteration 45Q: 3 clusters Score -1486128 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1486459.500000 Penalty: 4870.988281
	Iteration 46Q: 3 clusters Score -1486460 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1486789.875000 Penalty: 4870.988281
	Iteration 47Q: 3 clusters Score -1486790 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1487062.375000 Penalty: 4870.988281
	Iteration 48Q: 3 clusters Score -1487062 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1487231.750000 Penalty: 4870.988281
	Iteration 49Q: 3 clusters Score -1487232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1487333.625000 Penalty: 4870.988281
	Iteration 50Q: 3 clusters Score -1487334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1487383.500000 Penalty: 4870.988281
	Iteration 51Q: 3 clusters Score -1487384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1487415.875000 Penalty: 4870.988281
	Iteration 52Q: 3 clusters Score -1487416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1487444.125000 Penalty: 4870.988281
	Iteration 53Q: 3 clusters Score -1487444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1487453.125000 Penalty: 4870.988281
	Iteration 54Q: 3 clusters Score -1487453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1487457.625000 Penalty: 4870.988281
	Iteration 55Q: 3 clusters Score -1487458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1487461.250000 Penalty: 4870.988281
	Iteration 56Q: 3 clusters Score -1487461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1487470.250000 Penalty: 4870.988281
	Iteration 57Q: 3 clusters Score -1487470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1487471.125000 Penalty: 4870.988281
	Iteration 58Q: 3 clusters Score -1487471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1487472.625000 Penalty: 4870.988281
	Iteration 59Q: 3 clusters Score -1487473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1487560.500000 Penalty: 4870.988281
	Iteration 60F: 3 clusters Score -1487560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1487583.000000 Penalty: 4870.988281
	Iteration 61Q: 3 clusters Score -1487583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1487590.125000 Penalty: 4870.988281
	Iteration 62Q: 3 clusters Score -1487590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1487594.625000 Penalty: 4870.988281
	Iteration 63Q: 3 clusters Score -1487595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1487599.750000 Penalty: 4870.988281
	Iteration 64Q: 3 clusters Score -1487600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1487598.750000 Penalty: 4870.988281
	Iteration 65Q: 3 clusters Score -1487599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1487599.500000 Penalty: 4870.988281
	Iteration 66Q: 3 clusters Score -1487600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1487598.000000 Penalty: 4870.988281
	Iteration 67Q: 3 clusters Score -1487598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1487598.250000 Penalty: 4870.988281
	Iteration 68Q: 3 clusters Score -1487598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1487602.500000 Penalty: 4870.988281
	Iteration 69Q: 3 clusters Score -1487602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1487603.750000 Penalty: 4870.988281
	Iteration 70Q: 3 clusters Score -1487604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1487604.125000 Penalty: 4870.988281
	Iteration 71Q: 3 clusters Score -1487604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1487603.000000 Penalty: 4870.988281
	Iteration 72Q: 3 clusters Score -1487603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1487603.000000 Penalty: 4870.988281
	Iteration 73F: 3 clusters Score -1487603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Entering Unmasked Estep 
Score: -51007040.000000 Penalty: 89703.203125
Splitting cluster 6 changes total score from -50977944.000000 to -51007040.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (10735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Entering Unmasked Estep 
Score: -828179.000000 Penalty: 2301.753662
	Iteration 0F: 2 clusters Score -828179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -820189.312500 Penalty: 4603.507324
	Iteration 0F: 3 clusters Score -820189.3 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -824999.000000 Penalty: 4603.507324
	Iteration 1F: 3 clusters Score -824999 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -830725.812500 Penalty: 4603.507324
	Iteration 2F: 3 clusters Score -830725.8 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -838433.062500 Penalty: 4603.507324
	Iteration 3F: 3 clusters Score -838433.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -840163.000000 Penalty: 4603.507324
	Iteration 4F: 3 clusters Score -840163 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -840442.562500 Penalty: 4603.507324
	Iteration 5Q: 3 clusters Score -840442.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -840541.625000 Penalty: 4603.507324
	Iteration 6Q: 3 clusters Score -840541.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -840596.437500 Penalty: 4603.507324
	Iteration 7Q: 3 clusters Score -840596.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -840622.687500 Penalty: 4603.507324
	Iteration 8Q: 3 clusters Score -840622.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -840640.187500 Penalty: 4603.507324
	Iteration 9Q: 3 clusters Score -840640.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -840656.187500 Penalty: 4603.507324
	Iteration 10Q: 3 clusters Score -840656.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -840665.437500 Penalty: 4603.507324
	Iteration 11Q: 3 clusters Score -840665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -840670.125000 Penalty: 4603.507324
	Iteration 12Q: 3 clusters Score -840670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -840666.937500 Penalty: 4603.507324
	Iteration 13Q: 3 clusters Score -840666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -840666.937500 Penalty: 4603.507324
	Iteration 14F: 3 clusters Score -840666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Entering Unmasked Estep 
Score: -51018368.000000 Penalty: 93025.546875
Splitting cluster 7 changes total score from -50977944.000000 to -51018368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -327821.531250 Penalty: 2146.838623
	Iteration 0F: 2 clusters Score -327821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -323171.687500 Penalty: 4293.677246
	Iteration 0F: 3 clusters Score -323171.7 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -326106.187500 Penalty: 4293.677246
	Iteration 1F: 3 clusters Score -326106.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -327438.562500 Penalty: 4293.677246
	Iteration 2F: 3 clusters Score -327438.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -328091.437500 Penalty: 4293.677246
	Iteration 3F: 3 clusters Score -328091.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -328905.875000 Penalty: 4293.677246
	Iteration 4F: 3 clusters Score -328905.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -329851.156250 Penalty: 4293.677246
	Iteration 5F: 3 clusters Score -329851.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -330908.625000 Penalty: 4293.677246
	Iteration 6F: 3 clusters Score -330908.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -331979.218750 Penalty: 4293.677246
	Iteration 7F: 3 clusters Score -331979.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -332769.062500 Penalty: 4293.677246
	Iteration 8F: 3 clusters Score -332769.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -333458.906250 Penalty: 4293.677246
	Iteration 9Q: 3 clusters Score -333458.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -333831.843750 Penalty: 4293.677246
	Iteration 10Q: 3 clusters Score -333831.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -333989.531250 Penalty: 4293.677246
	Iteration 11Q: 3 clusters Score -333989.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -334047.843750 Penalty: 4293.677246
	Iteration 12Q: 3 clusters Score -334047.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -334071.031250 Penalty: 4293.677246
	Iteration 13Q: 3 clusters Score -334071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -334084.718750 Penalty: 4293.677246
	Iteration 14Q: 3 clusters Score -334084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -334088.562500 Penalty: 4293.677246
	Iteration 15Q: 3 clusters Score -334088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -334091.187500 Penalty: 4293.677246
	Iteration 16Q: 3 clusters Score -334091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -334092.250000 Penalty: 4293.677246
	Iteration 17Q: 3 clusters Score -334092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -334093.750000 Penalty: 4293.677246
	Iteration 18Q: 3 clusters Score -334093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -334094.218750 Penalty: 4293.677246
	Iteration 19Q: 3 clusters Score -334094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -334094.187500 Penalty: 4293.677246
	Iteration 20F: 3 clusters Score -334094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -334094.687500 Penalty: 4293.677246
	Iteration 21Q: 3 clusters Score -334094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -334094.625000 Penalty: 4293.677246
	Iteration 22Q: 3 clusters Score -334094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -334096.375000 Penalty: 4293.677246
	Iteration 23Q: 3 clusters Score -334096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -334097.281250 Penalty: 4293.677246
	Iteration 24Q: 3 clusters Score -334097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -334097.406250 Penalty: 4293.677246
	Iteration 25Q: 3 clusters Score -334097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -334099.156250 Penalty: 4293.677246
	Iteration 26Q: 3 clusters Score -334099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -334101.281250 Penalty: 4293.677246
	Iteration 27Q: 3 clusters Score -334101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -334102.875000 Penalty: 4293.677246
	Iteration 28Q: 3 clusters Score -334102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -334105.312500 Penalty: 4293.677246
	Iteration 29Q: 3 clusters Score -334105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -334107.250000 Penalty: 4293.677246
	Iteration 30Q: 3 clusters Score -334107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -334109.562500 Penalty: 4293.677246
	Iteration 31Q: 3 clusters Score -334109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -334112.437500 Penalty: 4293.677246
	Iteration 32Q: 3 clusters Score -334112.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -334114.156250 Penalty: 4293.677246
	Iteration 33Q: 3 clusters Score -334114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -334114.343750 Penalty: 4293.677246
	Iteration 34Q: 3 clusters Score -334114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -334115.125000 Penalty: 4293.677246
	Iteration 35Q: 3 clusters Score -334115.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -334115.781250 Penalty: 4293.677246
	Iteration 36Q: 3 clusters Score -334115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -334117.343750 Penalty: 4293.677246
	Iteration 37Q: 3 clusters Score -334117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -334118.187500 Penalty: 4293.677246
	Iteration 38Q: 3 clusters Score -334118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -334118.187500 Penalty: 4293.677246
	Iteration 39F: 3 clusters Score -334118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 16270 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Entering Unmasked Estep 
Score: -51023456.000000 Penalty: 96347.882812
Splitting cluster 8 changes total score from -50977944.000000 to -51023456.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (16270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Entering Unmasked Estep 
Score: -1278427.500000 Penalty: 2404.875244
	Iteration 0F: 2 clusters Score -1278428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1266906.125000 Penalty: 4809.750488
	Iteration 0F: 3 clusters Score -1266906 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1274450.250000 Penalty: 4809.750488
	Iteration 1F: 3 clusters Score -1274450 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1281850.250000 Penalty: 4809.750488
	Iteration 2F: 3 clusters Score -1281850 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1285623.875000 Penalty: 4809.750488
	Iteration 3F: 3 clusters Score -1285624 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1286891.000000 Penalty: 4809.750488
	Iteration 4F: 3 clusters Score -1286891 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1287308.125000 Penalty: 4809.750488
	Iteration 5Q: 3 clusters Score -1287308 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1287517.250000 Penalty: 4809.750488
	Iteration 6Q: 3 clusters Score -1287517 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1287635.750000 Penalty: 4809.750488
	Iteration 7Q: 3 clusters Score -1287636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1287698.500000 Penalty: 4809.750488
	Iteration 8Q: 3 clusters Score -1287698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1287764.750000 Penalty: 4809.750488
	Iteration 9Q: 3 clusters Score -1287765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1287832.625000 Penalty: 4809.750488
	Iteration 10Q: 3 clusters Score -1287833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1287890.625000 Penalty: 4809.750488
	Iteration 11Q: 3 clusters Score -1287891 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1287953.625000 Penalty: 4809.750488
	Iteration 12Q: 3 clusters Score -1287954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1288009.500000 Penalty: 4809.750488
	Iteration 13Q: 3 clusters Score -1288010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1288047.250000 Penalty: 4809.750488
	Iteration 14Q: 3 clusters Score -1288047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1288098.250000 Penalty: 4809.750488
	Iteration 15Q: 3 clusters Score -1288098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1288113.625000 Penalty: 4809.750488
	Iteration 16Q: 3 clusters Score -1288114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1288127.250000 Penalty: 4809.750488
	Iteration 17Q: 3 clusters Score -1288127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1288132.375000 Penalty: 4809.750488
	Iteration 18Q: 3 clusters Score -1288132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1288141.000000 Penalty: 4809.750488
	Iteration 19Q: 3 clusters Score -1288141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1288149.875000 Penalty: 4809.750488
	Iteration 20F: 3 clusters Score -1288150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1288153.750000 Penalty: 4809.750488
	Iteration 21Q: 3 clusters Score -1288154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1288155.750000 Penalty: 4809.750488
	Iteration 22Q: 3 clusters Score -1288156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1288155.875000 Penalty: 4809.750488
	Iteration 23Q: 3 clusters Score -1288156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1288156.000000 Penalty: 4809.750488
	Iteration 24Q: 3 clusters Score -1288156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1288155.125000 Penalty: 4809.750488
	Iteration 25Q: 3 clusters Score -1288155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1288153.250000 Penalty: 4809.750488
	Iteration 26Q: 3 clusters Score -1288153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1288153.625000 Penalty: 4809.750488
	Iteration 27Q: 3 clusters Score -1288154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1288155.125000 Penalty: 4809.750488
	Iteration 28Q: 3 clusters Score -1288155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1288160.500000 Penalty: 4809.750488
	Iteration 29Q: 3 clusters Score -1288160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1288162.625000 Penalty: 4809.750488
	Iteration 30Q: 3 clusters Score -1288163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1288162.750000 Penalty: 4809.750488
	Iteration 31Q: 3 clusters Score -1288163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1288162.750000 Penalty: 4809.750488
	Iteration 32F: 3 clusters Score -1288163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Entering Unmasked Estep 
Score: -51032452.000000 Penalty: 99670.226562
Splitting cluster 9 changes total score from -50977944.000000 to -51032452.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (34497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Entering Unmasked Estep 
Score: -2748941.250000 Penalty: 2591.259521
	Iteration 0F: 2 clusters Score -2748941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2725219.750000 Penalty: 5182.519043
	Iteration 0F: 3 clusters Score -2725220 nChanged 15794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2735142.250000 Penalty: 5182.519043
	Iteration 1F: 3 clusters Score -2735142 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2737601.250000 Penalty: 5182.519043
	Iteration 2F: 3 clusters Score -2737601 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2739720.250000 Penalty: 5182.519043
	Iteration 3F: 3 clusters Score -2739720 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2741866.750000 Penalty: 5182.519043
	Iteration 4F: 3 clusters Score -2741867 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2744072.000000 Penalty: 5182.519043
	Iteration 5F: 3 clusters Score -2744072 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2746251.000000 Penalty: 5182.519043
	Iteration 6F: 3 clusters Score -2746251 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2748027.500000 Penalty: 5182.519043
	Iteration 7F: 3 clusters Score -2748028 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2749369.000000 Penalty: 5182.519043
	Iteration 8Q: 3 clusters Score -2749369 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2750462.250000 Penalty: 5182.519043
	Iteration 9Q: 3 clusters Score -2750462 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -2751386.750000 Penalty: 5182.519043
	Iteration 10Q: 3 clusters Score -2751387 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -2752035.250000 Penalty: 5182.519043
	Iteration 11Q: 3 clusters Score -2752035 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -2752437.750000 Penalty: 5182.519043
	Iteration 12Q: 3 clusters Score -2752438 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -2752677.000000 Penalty: 5182.519043
	Iteration 13Q: 3 clusters Score -2752677 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -2752810.500000 Penalty: 5182.519043
	Iteration 14Q: 3 clusters Score -2752810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -2752890.000000 Penalty: 5182.519043
	Iteration 15Q: 3 clusters Score -2752890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2752943.250000 Penalty: 5182.519043
	Iteration 16Q: 3 clusters Score -2752943 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -2752998.500000 Penalty: 5182.519043
	Iteration 17Q: 3 clusters Score -2752998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -2753029.500000 Penalty: 5182.519043
	Iteration 18Q: 3 clusters Score -2753030 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -2753066.500000 Penalty: 5182.519043
	Iteration 19Q: 3 clusters Score -2753066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -2753108.500000 Penalty: 5182.519043
	Iteration 20F: 3 clusters Score -2753108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -2753155.500000 Penalty: 5182.519043
	Iteration 21Q: 3 clusters Score -2753156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -2753194.250000 Penalty: 5182.519043
	Iteration 22Q: 3 clusters Score -2753194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2753216.750000 Penalty: 5182.519043
	Iteration 23Q: 3 clusters Score -2753217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -2753250.750000 Penalty: 5182.519043
	Iteration 24Q: 3 clusters Score -2753251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -2753281.750000 Penalty: 5182.519043
	Iteration 25Q: 3 clusters Score -2753282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -2753301.750000 Penalty: 5182.519043
	Iteration 26Q: 3 clusters Score -2753302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -2753352.000000 Penalty: 5182.519043
	Iteration 27Q: 3 clusters Score -2753352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -2753409.500000 Penalty: 5182.519043
	Iteration 28Q: 3 clusters Score -2753410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -2753450.000000 Penalty: 5182.519043
	Iteration 29Q: 3 clusters Score -2753450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -2753472.000000 Penalty: 5182.519043
	Iteration 30Q: 3 clusters Score -2753472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -2753505.500000 Penalty: 5182.519043
	Iteration 31Q: 3 clusters Score -2753506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -2753531.250000 Penalty: 5182.519043
	Iteration 32Q: 3 clusters Score -2753531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -2753551.500000 Penalty: 5182.519043
	Iteration 33Q: 3 clusters Score -2753552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -2753565.250000 Penalty: 5182.519043
	Iteration 34Q: 3 clusters Score -2753565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -2753579.000000 Penalty: 5182.519043
	Iteration 35Q: 3 clusters Score -2753579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -2753590.000000 Penalty: 5182.519043
	Iteration 36Q: 3 clusters Score -2753590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -2753603.250000 Penalty: 5182.519043
	Iteration 37Q: 3 clusters Score -2753603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -2753606.000000 Penalty: 5182.519043
	Iteration 38Q: 3 clusters Score -2753606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -2753605.250000 Penalty: 5182.519043
	Iteration 39Q: 3 clusters Score -2753605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -2753608.750000 Penalty: 5182.519043
	Iteration 40F: 3 clusters Score -2753609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -2753609.000000 Penalty: 5182.519043
	Iteration 41Q: 3 clusters Score -2753609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -2753603.000000 Penalty: 5182.519043
	Iteration 42Q: 3 clusters Score -2753603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -2753604.500000 Penalty: 5182.519043
	Iteration 43Q: 3 clusters Score -2753604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -2753604.250000 Penalty: 5182.519043
	Iteration 44Q: 3 clusters Score -2753604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -2753603.500000 Penalty: 5182.519043
	Iteration 45Q: 3 clusters Score -2753604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -2753603.500000 Penalty: 5182.519043
	Iteration 46F: 3 clusters Score -2753604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Entering Unmasked Estep 
Score: -51036432.000000 Penalty: 102992.570312
Splitting cluster 10 changes total score from -50977944.000000 to -51036432.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (46710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Entering Unmasked Estep 
Score: -3891003.500000 Penalty: 2666.425049
	Iteration 0F: 2 clusters Score -3891004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3859628.000000 Penalty: 5332.850098
	Iteration 0F: 3 clusters Score -3859628 nChanged 21490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3871402.250000 Penalty: 5332.850098
	Iteration 1F: 3 clusters Score -3871402 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3872420.250000 Penalty: 5332.850098
	Iteration 2Q: 3 clusters Score -3872420 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3874231.250000 Penalty: 5332.850098
	Iteration 3F: 3 clusters Score -3874231 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3877839.250000 Penalty: 5332.850098
	Iteration 4F: 3 clusters Score -3877839 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3883436.500000 Penalty: 5332.850098
	Iteration 5F: 3 clusters Score -3883436 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3889284.750000 Penalty: 5332.850098
	Iteration 6F: 3 clusters Score -3889285 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3894058.250000 Penalty: 5332.850098
	Iteration 7F: 3 clusters Score -3894058 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3897183.750000 Penalty: 5332.850098
	Iteration 8F: 3 clusters Score -3897184 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3898771.500000 Penalty: 5332.850098
	Iteration 9Q: 3 clusters Score -3898772 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3899524.500000 Penalty: 5332.850098
	Iteration 10Q: 3 clusters Score -3899524 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3900058.750000 Penalty: 5332.850098
	Iteration 11Q: 3 clusters Score -3900059 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3900564.750000 Penalty: 5332.850098
	Iteration 12Q: 3 clusters Score -3900565 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3900998.000000 Penalty: 5332.850098
	Iteration 13Q: 3 clusters Score -3900998 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3901385.750000 Penalty: 5332.850098
	Iteration 14Q: 3 clusters Score -3901386 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3901777.750000 Penalty: 5332.850098
	Iteration 15Q: 3 clusters Score -3901778 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3902062.000000 Penalty: 5332.850098
	Iteration 16Q: 3 clusters Score -3902062 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3902272.750000 Penalty: 5332.850098
	Iteration 17Q: 3 clusters Score -3902273 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3902389.250000 Penalty: 5332.850098
	Iteration 18Q: 3 clusters Score -3902389 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3902435.000000 Penalty: 5332.850098
	Iteration 19Q: 3 clusters Score -3902435 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3902459.500000 Penalty: 5332.850098
	Iteration 20F: 3 clusters Score -3902460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3902470.000000 Penalty: 5332.850098
	Iteration 21Q: 3 clusters Score -3902470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3902460.750000 Penalty: 5332.850098
	Iteration 22Q: 3 clusters Score -3902461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3902473.000000 Penalty: 5332.850098
	Iteration 23Q: 3 clusters Score -3902473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3902472.250000 Penalty: 5332.850098
	Iteration 24Q: 3 clusters Score -3902472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3902469.500000 Penalty: 5332.850098
	Iteration 25Q: 3 clusters Score -3902470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3902469.250000 Penalty: 5332.850098
	Iteration 26Q: 3 clusters Score -3902469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3902475.000000 Penalty: 5332.850098
	Iteration 27Q: 3 clusters Score -3902475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3902475.000000 Penalty: 5332.850098
	Iteration 28F: 3 clusters Score -3902475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 8188 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Entering Unmasked Estep 
Score: -51047016.000000 Penalty: 106314.906250
Splitting cluster 11 changes total score from -50977944.000000 to -51047016.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (8188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Entering Unmasked Estep 
Score: -608953.812500 Penalty: 2234.585205
	Iteration 0F: 2 clusters Score -608953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -602475.812500 Penalty: 4469.170410
	Iteration 0F: 3 clusters Score -602475.8 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -605289.937500 Penalty: 4469.170410
	Iteration 1F: 3 clusters Score -605289.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -607465.375000 Penalty: 4469.170410
	Iteration 2F: 3 clusters Score -607465.4 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -609486.937500 Penalty: 4469.170410
	Iteration 3F: 3 clusters Score -609486.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -612123.375000 Penalty: 4469.170410
	Iteration 4F: 3 clusters Score -612123.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -614079.625000 Penalty: 4469.170410
	Iteration 5F: 3 clusters Score -614079.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -614637.687500 Penalty: 4469.170410
	Iteration 6Q: 3 clusters Score -614637.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -614918.187500 Penalty: 4469.170410
	Iteration 7Q: 3 clusters Score -614918.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -615029.937500 Penalty: 4469.170410
	Iteration 8Q: 3 clusters Score -615029.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -615101.625000 Penalty: 4469.170410
	Iteration 9Q: 3 clusters Score -615101.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -615151.187500 Penalty: 4469.170410
	Iteration 10Q: 3 clusters Score -615151.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -615205.812500 Penalty: 4469.170410
	Iteration 11Q: 3 clusters Score -615205.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -615258.750000 Penalty: 4469.170410
	Iteration 12Q: 3 clusters Score -615258.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -615277.437500 Penalty: 4469.170410
	Iteration 13Q: 3 clusters Score -615277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -615285.062500 Penalty: 4469.170410
	Iteration 14Q: 3 clusters Score -615285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -615287.562500 Penalty: 4469.170410
	Iteration 15Q: 3 clusters Score -615287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -615291.437500 Penalty: 4469.170410
	Iteration 16Q: 3 clusters Score -615291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -615291.562500 Penalty: 4469.170410
	Iteration 17Q: 3 clusters Score -615291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -615296.250000 Penalty: 4469.170410
	Iteration 18Q: 3 clusters Score -615296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -615294.562500 Penalty: 4469.170410
	Iteration 19Q: 3 clusters Score -615294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -615295.625000 Penalty: 4469.170410
	Iteration 20F: 3 clusters Score -615295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -615296.625000 Penalty: 4469.170410
	Iteration 21Q: 3 clusters Score -615296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -615297.375000 Penalty: 4469.170410
	Iteration 22Q: 3 clusters Score -615297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -615298.937500 Penalty: 4469.170410
	Iteration 23Q: 3 clusters Score -615298.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -615300.625000 Penalty: 4469.170410
	Iteration 24Q: 3 clusters Score -615300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -615301.187500 Penalty: 4469.170410
	Iteration 25Q: 3 clusters Score -615301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -615302.625000 Penalty: 4469.170410
	Iteration 26Q: 3 clusters Score -615302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -615304.125000 Penalty: 4469.170410
	Iteration 27Q: 3 clusters Score -615304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -615304.000000 Penalty: 4469.170410
	Iteration 28Q: 3 clusters Score -615304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -615304.000000 Penalty: 4469.170410
	Iteration 29F: 3 clusters Score -615304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Entering Unmasked Estep 
Score: -51052264.000000 Penalty: 109637.250000
Splitting cluster 12 changes total score from -50977944.000000 to -51052264.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (14442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Entering Unmasked Estep 
Score: -1035048.062500 Penalty: 2375.318359
	Iteration 0F: 2 clusters Score -1035048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1024643.687500 Penalty: 4750.636719
	Iteration 0F: 3 clusters Score -1024644 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1028606.000000 Penalty: 4750.636719
	Iteration 1F: 3 clusters Score -1028606 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1029921.187500 Penalty: 4750.636719
	Iteration 2F: 3 clusters Score -1029921 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1031306.375000 Penalty: 4750.636719
	Iteration 3F: 3 clusters Score -1031306 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1032426.687500 Penalty: 4750.636719
	Iteration 4F: 3 clusters Score -1032427 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1033102.000000 Penalty: 4750.636719
	Iteration 5F: 3 clusters Score -1033102 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1033480.812500 Penalty: 4750.636719
	Iteration 6Q: 3 clusters Score -1033481 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1033723.812500 Penalty: 4750.636719
	Iteration 7Q: 3 clusters Score -1033724 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1033902.500000 Penalty: 4750.636719
	Iteration 8Q: 3 clusters Score -1033902 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1034041.375000 Penalty: 4750.636719
	Iteration 9Q: 3 clusters Score -1034041 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1034180.812500 Penalty: 4750.636719
	Iteration 10Q: 3 clusters Score -1034181 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1034303.937500 Penalty: 4750.636719
	Iteration 11Q: 3 clusters Score -1034304 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1034424.000000 Penalty: 4750.636719
	Iteration 12Q: 3 clusters Score -1034424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1034538.937500 Penalty: 4750.636719
	Iteration 13Q: 3 clusters Score -1034539 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1034672.062500 Penalty: 4750.636719
	Iteration 14Q: 3 clusters Score -1034672 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1034789.937500 Penalty: 4750.636719
	Iteration 15Q: 3 clusters Score -1034790 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1034880.687500 Penalty: 4750.636719
	Iteration 16Q: 3 clusters Score -1034881 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1034977.562500 Penalty: 4750.636719
	Iteration 17Q: 3 clusters Score -1034978 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1035065.875000 Penalty: 4750.636719
	Iteration 18Q: 3 clusters Score -1035066 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1035141.812500 Penalty: 4750.636719
	Iteration 19Q: 3 clusters Score -1035142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1035214.625000 Penalty: 4750.636719
	Iteration 20F: 3 clusters Score -1035215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1035282.500000 Penalty: 4750.636719
	Iteration 21Q: 3 clusters Score -1035282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1035346.625000 Penalty: 4750.636719
	Iteration 22Q: 3 clusters Score -1035347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1035406.250000 Penalty: 4750.636719
	Iteration 23Q: 3 clusters Score -1035406 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1035454.875000 Penalty: 4750.636719
	Iteration 24Q: 3 clusters Score -1035455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1035507.125000 Penalty: 4750.636719
	Iteration 25Q: 3 clusters Score -1035507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1035544.875000 Penalty: 4750.636719
	Iteration 26Q: 3 clusters Score -1035545 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1035587.187500 Penalty: 4750.636719
	Iteration 27Q: 3 clusters Score -1035587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1035629.875000 Penalty: 4750.636719
	Iteration 28Q: 3 clusters Score -1035630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1035667.312500 Penalty: 4750.636719
	Iteration 29Q: 3 clusters Score -1035667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1035688.500000 Penalty: 4750.636719
	Iteration 30Q: 3 clusters Score -1035688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1035713.187500 Penalty: 4750.636719
	Iteration 31Q: 3 clusters Score -1035713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1035729.562500 Penalty: 4750.636719
	Iteration 32Q: 3 clusters Score -1035730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1035752.875000 Penalty: 4750.636719
	Iteration 33Q: 3 clusters Score -1035753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1035769.437500 Penalty: 4750.636719
	Iteration 34Q: 3 clusters Score -1035769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1035794.562500 Penalty: 4750.636719
	Iteration 35Q: 3 clusters Score -1035795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1035813.625000 Penalty: 4750.636719
	Iteration 36Q: 3 clusters Score -1035814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1035828.062500 Penalty: 4750.636719
	Iteration 37Q: 3 clusters Score -1035828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1035834.312500 Penalty: 4750.636719
	Iteration 38Q: 3 clusters Score -1035834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1035842.437500 Penalty: 4750.636719
	Iteration 39Q: 3 clusters Score -1035842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1035851.750000 Penalty: 4750.636719
	Iteration 40F: 3 clusters Score -1035852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1035865.875000 Penalty: 4750.636719
	Iteration 41Q: 3 clusters Score -1035866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1035872.875000 Penalty: 4750.636719
	Iteration 42Q: 3 clusters Score -1035873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1035882.562500 Penalty: 4750.636719
	Iteration 43Q: 3 clusters Score -1035883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1035896.937500 Penalty: 4750.636719
	Iteration 44Q: 3 clusters Score -1035897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1035919.812500 Penalty: 4750.636719
	Iteration 45Q: 3 clusters Score -1035920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1035934.250000 Penalty: 4750.636719
	Iteration 46Q: 3 clusters Score -1035934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1035950.062500 Penalty: 4750.636719
	Iteration 47Q: 3 clusters Score -1035950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1035966.375000 Penalty: 4750.636719
	Iteration 48Q: 3 clusters Score -1035966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1035993.562500 Penalty: 4750.636719
	Iteration 49Q: 3 clusters Score -1035994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1036015.750000 Penalty: 4750.636719
	Iteration 50Q: 3 clusters Score -1036016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1036035.000000 Penalty: 4750.636719
	Iteration 51Q: 3 clusters Score -1036035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1036040.187500 Penalty: 4750.636719
	Iteration 52Q: 3 clusters Score -1036040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1036047.812500 Penalty: 4750.636719
	Iteration 53Q: 3 clusters Score -1036048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1036052.937500 Penalty: 4750.636719
	Iteration 54Q: 3 clusters Score -1036053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1036053.562500 Penalty: 4750.636719
	Iteration 55Q: 3 clusters Score -1036054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1036055.500000 Penalty: 4750.636719
	Iteration 56Q: 3 clusters Score -1036056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1036057.312500 Penalty: 4750.636719
	Iteration 57Q: 3 clusters Score -1036057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1036057.312500 Penalty: 4750.636719
	Iteration 58F: 3 clusters Score -1036057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 4839 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Entering Unmasked Estep 
Score: -51052324.000000 Penalty: 112959.593750
Splitting cluster 13 changes total score from -50977944.000000 to -51052324.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -783071.187500 Penalty: 2279.381836
	Iteration 0F: 2 clusters Score -783071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -775569.812500 Penalty: 4558.763672
	Iteration 0F: 3 clusters Score -775569.8 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -777870.062500 Penalty: 4558.763672
	Iteration 1F: 3 clusters Score -777870.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -778161.000000 Penalty: 4558.763672
	Iteration 2F: 3 clusters Score -778161 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -778360.687500 Penalty: 4558.763672
	Iteration 3Q: 3 clusters Score -778360.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -778522.375000 Penalty: 4558.763672
	Iteration 4Q: 3 clusters Score -778522.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -778649.937500 Penalty: 4558.763672
	Iteration 5Q: 3 clusters Score -778649.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -778766.937500 Penalty: 4558.763672
	Iteration 6Q: 3 clusters Score -778766.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -778883.687500 Penalty: 4558.763672
	Iteration 7Q: 3 clusters Score -778883.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -778973.812500 Penalty: 4558.763672
	Iteration 8Q: 3 clusters Score -778973.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -779037.437500 Penalty: 4558.763672
	Iteration 9Q: 3 clusters Score -779037.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -779100.187500 Penalty: 4558.763672
	Iteration 10Q: 3 clusters Score -779100.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -779167.062500 Penalty: 4558.763672
	Iteration 11Q: 3 clusters Score -779167.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -779252.812500 Penalty: 4558.763672
	Iteration 12Q: 3 clusters Score -779252.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -779379.250000 Penalty: 4558.763672
	Iteration 13Q: 3 clusters Score -779379.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -779553.375000 Penalty: 4558.763672
	Iteration 14Q: 3 clusters Score -779553.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -779831.437500 Penalty: 4558.763672
	Iteration 15Q: 3 clusters Score -779831.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -780223.375000 Penalty: 4558.763672
	Iteration 16Q: 3 clusters Score -780223.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -780727.375000 Penalty: 4558.763672
	Iteration 17F: 3 clusters Score -780727.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -781179.000000 Penalty: 4558.763672
	Iteration 18Q: 3 clusters Score -781179 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -781468.187500 Penalty: 4558.763672
	Iteration 19Q: 3 clusters Score -781468.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -781644.875000 Penalty: 4558.763672
	Iteration 20F: 3 clusters Score -781644.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -781762.437500 Penalty: 4558.763672
	Iteration 21Q: 3 clusters Score -781762.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -781839.437500 Penalty: 4558.763672
	Iteration 22Q: 3 clusters Score -781839.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -781877.687500 Penalty: 4558.763672
	Iteration 23Q: 3 clusters Score -781877.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -781908.687500 Penalty: 4558.763672
	Iteration 24Q: 3 clusters Score -781908.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -781919.750000 Penalty: 4558.763672
	Iteration 25Q: 3 clusters Score -781919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -781928.750000 Penalty: 4558.763672
	Iteration 26Q: 3 clusters Score -781928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -781930.125000 Penalty: 4558.763672
	Iteration 27Q: 3 clusters Score -781930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -781931.000000 Penalty: 4558.763672
	Iteration 28Q: 3 clusters Score -781931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -781932.312500 Penalty: 4558.763672
	Iteration 29Q: 3 clusters Score -781932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -781933.687500 Penalty: 4558.763672
	Iteration 30Q: 3 clusters Score -781933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -781938.125000 Penalty: 4558.763672
	Iteration 31Q: 3 clusters Score -781938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -781939.187500 Penalty: 4558.763672
	Iteration 32Q: 3 clusters Score -781939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -781938.687500 Penalty: 4558.763672
	Iteration 33Q: 3 clusters Score -781938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -781938.687500 Penalty: 4558.763672
	Iteration 34F: 3 clusters Score -781938.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -341045.406250 Penalty: 2104.146973
	Iteration 0F: 2 clusters Score -341045.4 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 2464 members 
Entering Unmasked Estep 
Score: -336719.937500 Penalty: 4208.293945
	Iteration 0F: 3 clusters Score -336719.9 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -338597.812500 Penalty: 4208.293945
	Iteration 1F: 3 clusters Score -338597.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -339361.875000 Penalty: 4208.293945
	Iteration 2F: 3 clusters Score -339361.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -340052.125000 Penalty: 4208.293945
	Iteration 3F: 3 clusters Score -340052.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -340721.906250 Penalty: 4208.293945
	Iteration 4F: 3 clusters Score -340721.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -341157.812500 Penalty: 4208.293945
	Iteration 5F: 3 clusters Score -341157.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -341444.812500 Penalty: 4208.293945
	Iteration 6F: 3 clusters Score -341444.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -341616.531250 Penalty: 4208.293945
	Iteration 7Q: 3 clusters Score -341616.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -341712.687500 Penalty: 4208.293945
	Iteration 8Q: 3 clusters Score -341712.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -341784.812500 Penalty: 4208.293945
	Iteration 9Q: 3 clusters Score -341784.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -341835.531250 Penalty: 4208.293945
	Iteration 10Q: 3 clusters Score -341835.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -341870.437500 Penalty: 4208.293945
	Iteration 11Q: 3 clusters Score -341870.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -341895.968750 Penalty: 4208.293945
	Iteration 12Q: 3 clusters Score -341896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -341906.156250 Penalty: 4208.293945
	Iteration 13Q: 3 clusters Score -341906.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -341912.062500 Penalty: 4208.293945
	Iteration 14Q: 3 clusters Score -341912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -341918.250000 Penalty: 4208.293945
	Iteration 15Q: 3 clusters Score -341918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -341921.031250 Penalty: 4208.293945
	Iteration 16Q: 3 clusters Score -341921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -341923.687500 Penalty: 4208.293945
	Iteration 17Q: 3 clusters Score -341923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -341925.375000 Penalty: 4208.293945
	Iteration 18Q: 3 clusters Score -341925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -341925.593750 Penalty: 4208.293945
	Iteration 19Q: 3 clusters Score -341925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -341925.968750 Penalty: 4208.293945
	Iteration 20F: 3 clusters Score -341926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -341928.468750 Penalty: 4208.293945
	Iteration 21Q: 3 clusters Score -341928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -341929.156250 Penalty: 4208.293945
	Iteration 22Q: 3 clusters Score -341929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -341929.812500 Penalty: 4208.293945
	Iteration 23Q: 3 clusters Score -341929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -341930.843750 Penalty: 4208.293945
	Iteration 24Q: 3 clusters Score -341930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -341930.843750 Penalty: 4208.293945
	Iteration 25F: 3 clusters Score -341930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 112625 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1931 members 
Entering Unmasked Estep 
Score: -51051960.000000 Penalty: 116281.929688
Splitting cluster 15 changes total score from -50977944.000000 to -51051960.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (22746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Entering Unmasked Estep 
Score: -1839633.375000 Penalty: 2487.971924
	Iteration 0F: 2 clusters Score -1839633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1823834.000000 Penalty: 4975.943848
	Iteration 0F: 3 clusters Score -1823834 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1829219.625000 Penalty: 4975.943848
	Iteration 1F: 3 clusters Score -1829220 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1829639.375000 Penalty: 4975.943848
	Iteration 2Q: 3 clusters Score -1829639 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1830001.250000 Penalty: 4975.943848
	Iteration 3Q: 3 clusters Score -1830001 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1830350.375000 Penalty: 4975.943848
	Iteration 4Q: 3 clusters Score -1830350 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1830660.500000 Penalty: 4975.943848
	Iteration 5Q: 3 clusters Score -1830660 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1830988.750000 Penalty: 4975.943848
	Iteration 6Q: 3 clusters Score -1830989 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1831273.125000 Penalty: 4975.943848
	Iteration 7Q: 3 clusters Score -1831273 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1831581.125000 Penalty: 4975.943848
	Iteration 8Q: 3 clusters Score -1831581 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1831908.250000 Penalty: 4975.943848
	Iteration 9Q: 3 clusters Score -1831908 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1832305.125000 Penalty: 4975.943848
	Iteration 10Q: 3 clusters Score -1832305 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1832811.875000 Penalty: 4975.943848
	Iteration 11Q: 3 clusters Score -1832812 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1833453.500000 Penalty: 4975.943848
	Iteration 12Q: 3 clusters Score -1833454 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1834163.000000 Penalty: 4975.943848
	Iteration 13Q: 3 clusters Score -1834163 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1834811.125000 Penalty: 4975.943848
	Iteration 14Q: 3 clusters Score -1834811 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1835312.000000 Penalty: 4975.943848
	Iteration 15Q: 3 clusters Score -1835312 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1835613.625000 Penalty: 4975.943848
	Iteration 16Q: 3 clusters Score -1835614 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1835796.625000 Penalty: 4975.943848
	Iteration 17Q: 3 clusters Score -1835797 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1835917.125000 Penalty: 4975.943848
	Iteration 18Q: 3 clusters Score -1835917 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1836012.125000 Penalty: 4975.943848
	Iteration 19Q: 3 clusters Score -1836012 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1836083.500000 Penalty: 4975.943848
	Iteration 20F: 3 clusters Score -1836084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1836156.875000 Penalty: 4975.943848
	Iteration 21Q: 3 clusters Score -1836157 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1836236.500000 Penalty: 4975.943848
	Iteration 22Q: 3 clusters Score -1836236 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1836314.375000 Penalty: 4975.943848
	Iteration 23Q: 3 clusters Score -1836314 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1836382.125000 Penalty: 4975.943848
	Iteration 24Q: 3 clusters Score -1836382 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1836438.000000 Penalty: 4975.943848
	Iteration 25Q: 3 clusters Score -1836438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1836493.000000 Penalty: 4975.943848
	Iteration 26Q: 3 clusters Score -1836493 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1836551.875000 Penalty: 4975.943848
	Iteration 27Q: 3 clusters Score -1836552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1836605.375000 Penalty: 4975.943848
	Iteration 28Q: 3 clusters Score -1836605 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1836672.625000 Penalty: 4975.943848
	Iteration 29Q: 3 clusters Score -1836673 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1836742.375000 Penalty: 4975.943848
	Iteration 30Q: 3 clusters Score -1836742 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1836811.375000 Penalty: 4975.943848
	Iteration 31Q: 3 clusters Score -1836811 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1836890.750000 Penalty: 4975.943848
	Iteration 32Q: 3 clusters Score -1836891 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1836981.375000 Penalty: 4975.943848
	Iteration 33Q: 3 clusters Score -1836981 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1837071.375000 Penalty: 4975.943848
	Iteration 34Q: 3 clusters Score -1837071 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1837156.375000 Penalty: 4975.943848
	Iteration 35Q: 3 clusters Score -1837156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1837227.125000 Penalty: 4975.943848
	Iteration 36Q: 3 clusters Score -1837227 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1837266.625000 Penalty: 4975.943848
	Iteration 37Q: 3 clusters Score -1837267 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1837307.750000 Penalty: 4975.943848
	Iteration 38Q: 3 clusters Score -1837308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1837338.375000 Penalty: 4975.943848
	Iteration 39Q: 3 clusters Score -1837338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1837355.375000 Penalty: 4975.943848
	Iteration 40F: 3 clusters Score -1837355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1837369.625000 Penalty: 4975.943848
	Iteration 41Q: 3 clusters Score -1837370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1837394.375000 Penalty: 4975.943848
	Iteration 42Q: 3 clusters Score -1837394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1837409.125000 Penalty: 4975.943848
	Iteration 43Q: 3 clusters Score -1837409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1837426.750000 Penalty: 4975.943848
	Iteration 44Q: 3 clusters Score -1837427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1837435.625000 Penalty: 4975.943848
	Iteration 45Q: 3 clusters Score -1837436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1837435.500000 Penalty: 4975.943848
	Iteration 46Q: 3 clusters Score -1837436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1837440.000000 Penalty: 4975.943848
	Iteration 47Q: 3 clusters Score -1837440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1837443.750000 Penalty: 4975.943848
	Iteration 48Q: 3 clusters Score -1837444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1837451.750000 Penalty: 4975.943848
	Iteration 49Q: 3 clusters Score -1837452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1837461.000000 Penalty: 4975.943848
	Iteration 50Q: 3 clusters Score -1837461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1837464.625000 Penalty: 4975.943848
	Iteration 51Q: 3 clusters Score -1837465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1837469.750000 Penalty: 4975.943848
	Iteration 52Q: 3 clusters Score -1837470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1837467.500000 Penalty: 4975.943848
	Iteration 53Q: 3 clusters Score -1837468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1837478.000000 Penalty: 4975.943848
	Iteration 54Q: 3 clusters Score -1837478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1837480.750000 Penalty: 4975.943848
	Iteration 55Q: 3 clusters Score -1837481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1837486.500000 Penalty: 4975.943848
	Iteration 56Q: 3 clusters Score -1837486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1837492.125000 Penalty: 4975.943848
	Iteration 57Q: 3 clusters Score -1837492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1837491.125000 Penalty: 4975.943848
	Iteration 58Q: 3 clusters Score -1837491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1837496.250000 Penalty: 4975.943848
	Iteration 59Q: 3 clusters Score -1837496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1837499.375000 Penalty: 4975.943848
	Iteration 60F: 3 clusters Score -1837499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1837499.625000 Penalty: 4975.943848
	Iteration 61Q: 3 clusters Score -1837500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1837499.000000 Penalty: 4975.943848
	Iteration 62Q: 3 clusters Score -1837499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1837502.625000 Penalty: 4975.943848
	Iteration 63Q: 3 clusters Score -1837503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1837503.375000 Penalty: 4975.943848
	Iteration 64Q: 3 clusters Score -1837503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1837502.250000 Penalty: 4975.943848
	Iteration 65Q: 3 clusters Score -1837502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1837502.500000 Penalty: 4975.943848
	Iteration 66Q: 3 clusters Score -1837502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1837502.625000 Penalty: 4975.943848
	Iteration 67Q: 3 clusters Score -1837503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1837502.625000 Penalty: 4975.943848
	Iteration 68F: 3 clusters Score -1837503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112625 members 
Entering Unmasked Estep 
Score: -8960319.000000 Penalty: 2884.691162
	Iteration 0F: 2 clusters Score -8960319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -8884496.000000 Penalty: 5769.382324
	Iteration 0F: 3 clusters Score -8884496 nChanged 53463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -8915286.000000 Penalty: 5769.382324
	Iteration 1F: 3 clusters Score -8915286 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -8916515.000000 Penalty: 5769.382324
	Iteration 2Q: 3 clusters Score -8916515 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -8918010.000000 Penalty: 5769.382324
	Iteration 3Q: 3 clusters Score -8918010 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -8920273.000000 Penalty: 5769.382324
	Iteration 4Q: 3 clusters Score -8920273 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -8923885.000000 Penalty: 5769.382324
	Iteration 5F: 3 clusters Score -8923885 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -8928925.000000 Penalty: 5769.382324
	Iteration 6F: 3 clusters Score -8928925 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -8934900.000000 Penalty: 5769.382324
	Iteration 7F: 3 clusters Score -8934900 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8940380.000000 Penalty: 5769.382324
	Iteration 8F: 3 clusters Score -8940380 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -8944575.000000 Penalty: 5769.382324
	Iteration 9F: 3 clusters Score -8944575 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -8947161.000000 Penalty: 5769.382324
	Iteration 10Q: 3 clusters Score -8947161 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -8948708.000000 Penalty: 5769.382324
	Iteration 11Q: 3 clusters Score -8948708 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -8949498.000000 Penalty: 5769.382324
	Iteration 12Q: 3 clusters Score -8949498 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -8950044.000000 Penalty: 5769.382324
	Iteration 13Q: 3 clusters Score -8950044 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8950406.000000 Penalty: 5769.382324
	Iteration 14Q: 3 clusters Score -8950406 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8950624.000000 Penalty: 5769.382324
	Iteration 15Q: 3 clusters Score -8950624 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -8950778.000000 Penalty: 5769.382324
	Iteration 16Q: 3 clusters Score -8950778 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -8950888.000000 Penalty: 5769.382324
	Iteration 17Q: 3 clusters Score -8950888 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -8951036.000000 Penalty: 5769.382324
	Iteration 18Q: 3 clusters Score -8951036 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8951149.000000 Penalty: 5769.382324
	Iteration 19Q: 3 clusters Score -8951149 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -8951268.000000 Penalty: 5769.382324
	Iteration 20F: 3 clusters Score -8951268 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8951440.000000 Penalty: 5769.382324
	Iteration 21Q: 3 clusters Score -8951440 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -8951546.000000 Penalty: 5769.382324
	Iteration 22Q: 3 clusters Score -8951546 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75520 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -8951670.000000 Penalty: 5769.382324
	Iteration 23Q: 3 clusters Score -8951670 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -8951819.000000 Penalty: 5769.382324
	Iteration 24Q: 3 clusters Score -8951819 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -8952005.000000 Penalty: 5769.382324
	Iteration 25Q: 3 clusters Score -8952005 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -8952214.000000 Penalty: 5769.382324
	Iteration 26Q: 3 clusters Score -8952214 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -8952536.000000 Penalty: 5769.382324
	Iteration 27Q: 3 clusters Score -8952536 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8952942.000000 Penalty: 5769.382324
	Iteration 28Q: 3 clusters Score -8952942 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -8953552.000000 Penalty: 5769.382324
	Iteration 29Q: 3 clusters Score -8953552 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78569 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -8954413.000000 Penalty: 5769.382324
	Iteration 30Q: 3 clusters Score -8954413 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -8955776.000000 Penalty: 5769.382324
	Iteration 31Q: 3 clusters Score -8955776 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -8957743.000000 Penalty: 5769.382324
	Iteration 32Q: 3 clusters Score -8957743 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -8959690.000000 Penalty: 5769.382324
	Iteration 33Q: 3 clusters Score -8959690 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -8961138.000000 Penalty: 5769.382324
	Iteration 34Q: 3 clusters Score -8961138 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -8962178.000000 Penalty: 5769.382324
	Iteration 35Q: 3 clusters Score -8962178 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -8962779.000000 Penalty: 5769.382324
	Iteration 36Q: 3 clusters Score -8962779 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -8963015.000000 Penalty: 5769.382324
	Iteration 37Q: 3 clusters Score -8963015 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -8963194.000000 Penalty: 5769.382324
	Iteration 38Q: 3 clusters Score -8963194 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -8963300.000000 Penalty: 5769.382324
	Iteration 39Q: 3 clusters Score -8963300 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -8963828.000000 Penalty: 5769.382324
	Iteration 40F: 3 clusters Score -8963828 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -8964106.000000 Penalty: 5769.382324
	Iteration 41Q: 3 clusters Score -8964106 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -8964232.000000 Penalty: 5769.382324
	Iteration 42Q: 3 clusters Score -8964232 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -8964330.000000 Penalty: 5769.382324
	Iteration 43Q: 3 clusters Score -8964330 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -8964335.000000 Penalty: 5769.382324
	Iteration 44Q: 3 clusters Score -8964335 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8964406.000000 Penalty: 5769.382324
	Iteration 45Q: 3 clusters Score -8964406 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -8964507.000000 Penalty: 5769.382324
	Iteration 46Q: 3 clusters Score -8964507 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -8964549.000000 Penalty: 5769.382324
	Iteration 47Q: 3 clusters Score -8964549 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -8964591.000000 Penalty: 5769.382324
	Iteration 48Q: 3 clusters Score -8964591 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -8964633.000000 Penalty: 5769.382324
	Iteration 49Q: 3 clusters Score -8964633 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -8964669.000000 Penalty: 5769.382324
	Iteration 50Q: 3 clusters Score -8964669 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -8964733.000000 Penalty: 5769.382324
	Iteration 51Q: 3 clusters Score -8964733 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -8964737.000000 Penalty: 5769.382324
	Iteration 52Q: 3 clusters Score -8964737 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -8964809.000000 Penalty: 5769.382324
	Iteration 53Q: 3 clusters Score -8964809 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -8964829.000000 Penalty: 5769.382324
	Iteration 54Q: 3 clusters Score -8964829 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8964850.000000 Penalty: 5769.382324
	Iteration 55Q: 3 clusters Score -8964850 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -8964831.000000 Penalty: 5769.382324
	Iteration 56Q: 3 clusters Score -8964831 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8964870.000000 Penalty: 5769.382324
	Iteration 57Q: 3 clusters Score -8964870 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -8964911.000000 Penalty: 5769.382324
	Iteration 58Q: 3 clusters Score -8964911 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8964925.000000 Penalty: 5769.382324
	Iteration 59Q: 3 clusters Score -8964925 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -8964951.000000 Penalty: 5769.382324
	Iteration 60F: 3 clusters Score -8964951 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8964978.000000 Penalty: 5769.382324
	Iteration 61Q: 3 clusters Score -8964978 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8964999.000000 Penalty: 5769.382324
	Iteration 62Q: 3 clusters Score -8964999 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -8964990.000000 Penalty: 5769.382324
	Iteration 63Q: 3 clusters Score -8964990 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8965026.000000 Penalty: 5769.382324
	Iteration 64Q: 3 clusters Score -8965026 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8965037.000000 Penalty: 5769.382324
	Iteration 65Q: 3 clusters Score -8965037 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8965066.000000 Penalty: 5769.382324
	Iteration 66Q: 3 clusters Score -8965066 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -8965098.000000 Penalty: 5769.382324
	Iteration 67Q: 3 clusters Score -8965098 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -8965113.000000 Penalty: 5769.382324
	Iteration 68Q: 3 clusters Score -8965113 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -8965096.000000 Penalty: 5769.382324
	Iteration 69Q: 3 clusters Score -8965096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -8965122.000000 Penalty: 5769.382324
	Iteration 70Q: 3 clusters Score -8965122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8965108.000000 Penalty: 5769.382324
	Iteration 71Q: 3 clusters Score -8965108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -8965124.000000 Penalty: 5769.382324
	Iteration 72Q: 3 clusters Score -8965124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -8965134.000000 Penalty: 5769.382324
	Iteration 73Q: 3 clusters Score -8965134 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8965147.000000 Penalty: 5769.382324
	Iteration 74Q: 3 clusters Score -8965147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -8965143.000000 Penalty: 5769.382324
	Iteration 75Q: 3 clusters Score -8965143 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8965141.000000 Penalty: 5769.382324
	Iteration 76Q: 3 clusters Score -8965141 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8965151.000000 Penalty: 5769.382324
	Iteration 77Q: 3 clusters Score -8965151 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8965149.000000 Penalty: 5769.382324
	Iteration 78Q: 3 clusters Score -8965149 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8965154.000000 Penalty: 5769.382324
	Iteration 79Q: 3 clusters Score -8965154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -8965184.000000 Penalty: 5769.382324
	Iteration 80F: 3 clusters Score -8965184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8965219.000000 Penalty: 5769.382324
	Iteration 81Q: 3 clusters Score -8965219 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8965231.000000 Penalty: 5769.382324
	Iteration 82Q: 3 clusters Score -8965231 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67950 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8965250.000000 Penalty: 5769.382324
	Iteration 83Q: 3 clusters Score -8965250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8965252.000000 Penalty: 5769.382324
	Iteration 84Q: 3 clusters Score -8965252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8965251.000000 Penalty: 5769.382324
	Iteration 85Q: 3 clusters Score -8965251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8965278.000000 Penalty: 5769.382324
	Iteration 86Q: 3 clusters Score -8965278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8965277.000000 Penalty: 5769.382324
	Iteration 87Q: 3 clusters Score -8965277 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67211 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8965273.000000 Penalty: 5769.382324
	Iteration 88Q: 3 clusters Score -8965273 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8965273 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8965308 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8965343 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8965390 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8965401 nChanged 153
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Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8965416 nChanged 133
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Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8965411 nChanged 135
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Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8965419 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8965438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8965448 nChanged 123
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Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8965440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8965437 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8965444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8965448 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8965477 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8965486 nChanged 133
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Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8965487 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8965494 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8965453 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8965466 nChanged 160
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Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8965451 nChanged 174
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Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8965429 nChanged 204
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Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8965449 nChanged 233
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Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8965435 nChanged 236
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Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8965450 nChanged 255
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Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8965462 nChanged 275
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Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8965507 nChanged 283
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Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8965589 nChanged 320
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Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8965625 nChanged 340
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Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8965680 nChanged 343
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Mstep: Class 1 contains 61263 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8965722 nChanged 352
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Mstep: Class 1 contains 60915 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8965721 nChanged 370
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Mstep: Class 1 contains 60557 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8965770 nChanged 356
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Mstep: Class 1 contains 60207 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8965787 nChanged 343
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Mstep: Class 1 contains 59868 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8965825 nChanged 363
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Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8965838 nChanged 347
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Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8965893 nChanged 351
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Mstep: Class 1 contains 58815 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8965939 nChanged 344
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Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8965979 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8965997 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8966041 nChanged 341
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Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8966035 nChanged 308
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Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8966085 nChanged 301
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Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8966102 nChanged 296
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Mstep: Class 1 contains 56555 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8966114 nChanged 285
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Mstep: Class 1 contains 56270 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8966142 nChanged 257
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Mstep: Class 1 contains 56013 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8966156 nChanged 245
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Mstep: Class 1 contains 55770 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8966181 nChanged 234
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Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8966180 nChanged 253
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Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8966192 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55052 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8966224 nChanged 226
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Mstep: Class 1 contains 54828 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8966220 nChanged 197
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Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8966202 nChanged 193
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Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8966214 nChanged 181
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Mstep: Class 1 contains 54257 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8966227 nChanged 176
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Mstep: Class 1 contains 54081 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8966229 nChanged 148
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Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8966228 nChanged 138
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Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8966233 nChanged 148
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Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8966244 nChanged 140
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Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8966221 nChanged 152
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Mstep: Class 1 contains 53355 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8966244 nChanged 136
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Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8966258 nChanged 129
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Mstep: Class 1 contains 53090 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8966263 nChanged 119
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8966240 nChanged 110
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8966238 nChanged 115
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Mstep: Class 1 contains 52748 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8966258 nChanged 109
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8966280 nChanged 109
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	Iteration 158Q: 3 clusters Score -8966268 nChanged 106
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	Iteration 159Q: 3 clusters Score -8966255 nChanged 101
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	Iteration 160F: 3 clusters Score -8966267 nChanged 84
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8966273 nChanged 89
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	Iteration 162Q: 3 clusters Score -8966270 nChanged 87
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	Iteration 163Q: 3 clusters Score -8966285 nChanged 75
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	Iteration 164Q: 3 clusters Score -8966292 nChanged 64
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	Iteration 165Q: 3 clusters Score -8966298 nChanged 75
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	Iteration 166Q: 3 clusters Score -8966302 nChanged 65
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	Iteration 167Q: 3 clusters Score -8966324 nChanged 69
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	Iteration 168Q: 3 clusters Score -8966344 nChanged 75
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	Iteration 169Q: 3 clusters Score -8966343 nChanged 84
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	Iteration 170Q: 3 clusters Score -8966350 nChanged 70
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	Iteration 171Q: 3 clusters Score -8966364 nChanged 60
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	Iteration 172Q: 3 clusters Score -8966366 nChanged 57
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	Iteration 173Q: 3 clusters Score -8966383 nChanged 78
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	Iteration 174Q: 3 clusters Score -8966376 nChanged 70
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	Iteration 175Q: 3 clusters Score -8966362 nChanged 64
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	Iteration 176Q: 3 clusters Score -8966375 nChanged 68
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	Iteration 177Q: 3 clusters Score -8966374 nChanged 48
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	Iteration 178Q: 3 clusters Score -8966364 nChanged 53
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	Iteration 179Q: 3 clusters Score -8966382 nChanged 51
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	Iteration 180F: 3 clusters Score -8966379 nChanged 44
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	Iteration 181Q: 3 clusters Score -8966378 nChanged 42
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Entering Unmasked Estep 
Score: -8966372.000000 Penalty: 5769.382324
	Iteration 182Q: 3 clusters Score -8966372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -8966375.000000 Penalty: 5769.382324
	Iteration 183Q: 3 clusters Score -8966375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -8966371.000000 Penalty: 5769.382324
	Iteration 184Q: 3 clusters Score -8966371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -8966366.000000 Penalty: 5769.382324
	Iteration 185Q: 3 clusters Score -8966366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -8966385.000000 Penalty: 5769.382324
	Iteration 186Q: 3 clusters Score -8966385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -8966388.000000 Penalty: 5769.382324
	Iteration 187Q: 3 clusters Score -8966388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -8966395.000000 Penalty: 5769.382324
	Iteration 188Q: 3 clusters Score -8966395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -8966391.000000 Penalty: 5769.382324
	Iteration 189Q: 3 clusters Score -8966391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -8966401.000000 Penalty: 5769.382324
	Iteration 190Q: 3 clusters Score -8966401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -8966415.000000 Penalty: 5769.382324
	Iteration 191Q: 3 clusters Score -8966415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -8966401.000000 Penalty: 5769.382324
	Iteration 192Q: 3 clusters Score -8966401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -8966406.000000 Penalty: 5769.382324
	Iteration 193Q: 3 clusters Score -8966406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -8966411.000000 Penalty: 5769.382324
	Iteration 194Q: 3 clusters Score -8966411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -8966401.000000 Penalty: 5769.382324
	Iteration 195Q: 3 clusters Score -8966401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -8966408.000000 Penalty: 5769.382324
	Iteration 196Q: 3 clusters Score -8966408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
Score: -8966400.000000 Penalty: 5769.382324
	Iteration 197Q: 3 clusters Score -8966400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -8966400.000000 Penalty: 5769.382324
	Iteration 198Q: 3 clusters Score -8966400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -8966396.000000 Penalty: 5769.382324
	Iteration 199Q: 3 clusters Score -8966396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -8966400.000000 Penalty: 5769.382324
	Iteration 200F: 3 clusters Score -8966400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -8966397.000000 Penalty: 5769.382324
	Iteration 201Q: 3 clusters Score -8966397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -8966404.000000 Penalty: 5769.382324
	Iteration 202Q: 3 clusters Score -8966404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -8966393.000000 Penalty: 5769.382324
	Iteration 203Q: 3 clusters Score -8966393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -8966402.000000 Penalty: 5769.382324
	Iteration 204Q: 3 clusters Score -8966402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -8966405.000000 Penalty: 5769.382324
	Iteration 205Q: 3 clusters Score -8966405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -8966406.000000 Penalty: 5769.382324
	Iteration 206Q: 3 clusters Score -8966406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -8966402.000000 Penalty: 5769.382324
	Iteration 207Q: 3 clusters Score -8966402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -8966396.000000 Penalty: 5769.382324
	Iteration 208Q: 3 clusters Score -8966396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -8966398.000000 Penalty: 5769.382324
	Iteration 209Q: 3 clusters Score -8966398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -8966399.000000 Penalty: 5769.382324
	Iteration 210Q: 3 clusters Score -8966399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -8966402.000000 Penalty: 5769.382324
	Iteration 211Q: 3 clusters Score -8966402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -8966402.000000 Penalty: 5769.382324
	Iteration 212F: 3 clusters Score -8966402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 66175 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 62208 members 
Entering Unmasked Estep 
Score: -51057464.000000 Penalty: 119604.273438
Splitting cluster 17 changes total score from -50977944.000000 to -51057464.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (66175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Entering Unmasked Estep 
Score: -5386016.000000 Penalty: 2752.814209
	Iteration 0F: 2 clusters Score -5386016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5341586.000000 Penalty: 5505.628418
	Iteration 0F: 3 clusters Score -5341586 nChanged 30941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -5358906.000000 Penalty: 5505.628418
	Iteration 1F: 3 clusters Score -5358906 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -5360153.000000 Penalty: 5505.628418
	Iteration 2Q: 3 clusters Score -5360153 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5362535.500000 Penalty: 5505.628418
	Iteration 3F: 3 clusters Score -5362536 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5366846.000000 Penalty: 5505.628418
	Iteration 4F: 3 clusters Score -5366846 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5372688.000000 Penalty: 5505.628418
	Iteration 5F: 3 clusters Score -5372688 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5378561.500000 Penalty: 5505.628418
	Iteration 6F: 3 clusters Score -5378562 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -5383198.000000 Penalty: 5505.628418
	Iteration 7F: 3 clusters Score -5383198 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -5386830.000000 Penalty: 5505.628418
	Iteration 8F: 3 clusters Score -5386830 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -5389549.000000 Penalty: 5505.628418
	Iteration 9Q: 3 clusters Score -5389549 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -5391209.000000 Penalty: 5505.628418
	Iteration 10Q: 3 clusters Score -5391209 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -5392111.000000 Penalty: 5505.628418
	Iteration 11Q: 3 clusters Score -5392111 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -5392628.500000 Penalty: 5505.628418
	Iteration 12Q: 3 clusters Score -5392628 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -5392927.000000 Penalty: 5505.628418
	Iteration 13Q: 3 clusters Score -5392927 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -5393066.000000 Penalty: 5505.628418
	Iteration 14Q: 3 clusters Score -5393066 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -5393132.500000 Penalty: 5505.628418
	Iteration 15Q: 3 clusters Score -5393132 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -5393205.500000 Penalty: 5505.628418
	Iteration 16Q: 3 clusters Score -5393206 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -5393221.000000 Penalty: 5505.628418
	Iteration 17Q: 3 clusters Score -5393221 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -5393232.500000 Penalty: 5505.628418
	Iteration 18Q: 3 clusters Score -5393232 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -5393243.500000 Penalty: 5505.628418
	Iteration 19Q: 3 clusters Score -5393244 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -5393267.000000 Penalty: 5505.628418
	Iteration 20F: 3 clusters Score -5393267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -5393307.500000 Penalty: 5505.628418
	Iteration 21Q: 3 clusters Score -5393308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -5393315.000000 Penalty: 5505.628418
	Iteration 22Q: 3 clusters Score -5393315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -5393295.000000 Penalty: 5505.628418
	Iteration 23Q: 3 clusters Score -5393295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -5393307.000000 Penalty: 5505.628418
	Iteration 24Q: 3 clusters Score -5393307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -5393317.500000 Penalty: 5505.628418
	Iteration 25Q: 3 clusters Score -5393318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -5393320.500000 Penalty: 5505.628418
	Iteration 26Q: 3 clusters Score -5393320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -5393331.500000 Penalty: 5505.628418
	Iteration 27Q: 3 clusters Score -5393332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -5393336.000000 Penalty: 5505.628418
	Iteration 28Q: 3 clusters Score -5393336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -5393338.500000 Penalty: 5505.628418
	Iteration 29Q: 3 clusters Score -5393338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -5393357.000000 Penalty: 5505.628418
	Iteration 30Q: 3 clusters Score -5393357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -5393360.500000 Penalty: 5505.628418
	Iteration 31Q: 3 clusters Score -5393360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -5393371.500000 Penalty: 5505.628418
	Iteration 32Q: 3 clusters Score -5393372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -5393364.000000 Penalty: 5505.628418
	Iteration 33Q: 3 clusters Score -5393364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -5393349.500000 Penalty: 5505.628418
	Iteration 34Q: 3 clusters Score -5393350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -5393354.500000 Penalty: 5505.628418
	Iteration 35Q: 3 clusters Score -5393354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -5393351.000000 Penalty: 5505.628418
	Iteration 36Q: 3 clusters Score -5393351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 52578 members 
Entering Unmasked Estep 
Score: -5393357.500000 Penalty: 5505.628418
	Iteration 37Q: 3 clusters Score -5393358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -5393357.000000 Penalty: 5505.628418
	Iteration 38Q: 3 clusters Score -5393357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -5393360.000000 Penalty: 5505.628418
	Iteration 39Q: 3 clusters Score -5393360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -5393359.500000 Penalty: 5505.628418
	Iteration 40F: 3 clusters Score -5393360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -5393362.500000 Penalty: 5505.628418
	Iteration 41Q: 3 clusters Score -5393362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -5393366.500000 Penalty: 5505.628418
	Iteration 42Q: 3 clusters Score -5393366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -5393365.500000 Penalty: 5505.628418
	Iteration 43Q: 3 clusters Score -5393366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -5393370.500000 Penalty: 5505.628418
	Iteration 44Q: 3 clusters Score -5393370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -5393365.500000 Penalty: 5505.628418
	Iteration 45Q: 3 clusters Score -5393366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -5393368.000000 Penalty: 5505.628418
	Iteration 46Q: 3 clusters Score -5393368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -5393368.000000 Penalty: 5505.628418
	Iteration 47F: 3 clusters Score -5393368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 65382 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 62208 members 
Mstep: Class 37 contains 52641 members 
Entering Unmasked Estep 
Score: -51063968.000000 Penalty: 122926.609375
Splitting cluster 18 changes total score from -50977944.000000 to -51063968.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (65382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Entering Unmasked Estep 
Score: -5401126.500000 Penalty: 2749.824463
	Iteration 0F: 2 clusters Score -5401126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5357384.000000 Penalty: 5499.648926
	Iteration 0F: 3 clusters Score -5357384 nChanged 30547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5374900.000000 Penalty: 5499.648926
	Iteration 1F: 3 clusters Score -5374900 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -5376584.500000 Penalty: 5499.648926
	Iteration 2Q: 3 clusters Score -5376584 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -5378877.500000 Penalty: 5499.648926
	Iteration 3F: 3 clusters Score -5378878 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5381101.000000 Penalty: 5499.648926
	Iteration 4F: 3 clusters Score -5381101 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -5383126.500000 Penalty: 5499.648926
	Iteration 5F: 3 clusters Score -5383126 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -5384978.500000 Penalty: 5499.648926
	Iteration 6F: 3 clusters Score -5384978 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5386985.500000 Penalty: 5499.648926
	Iteration 7F: 3 clusters Score -5386986 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -5389353.500000 Penalty: 5499.648926
	Iteration 8F: 3 clusters Score -5389354 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5391865.000000 Penalty: 5499.648926
	Iteration 9F: 3 clusters Score -5391865 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -5394476.500000 Penalty: 5499.648926
	Iteration 10F: 3 clusters Score -5394476 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5397006.000000 Penalty: 5499.648926
	Iteration 11F: 3 clusters Score -5397006 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5399006.000000 Penalty: 5499.648926
	Iteration 12Q: 3 clusters Score -5399006 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5400593.000000 Penalty: 5499.648926
	Iteration 13Q: 3 clusters Score -5400593 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -5401736.000000 Penalty: 5499.648926
	Iteration 14Q: 3 clusters Score -5401736 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5402586.500000 Penalty: 5499.648926
	Iteration 15Q: 3 clusters Score -5402586 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -5403119.000000 Penalty: 5499.648926
	Iteration 16Q: 3 clusters Score -5403119 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5403487.500000 Penalty: 5499.648926
	Iteration 17Q: 3 clusters Score -5403488 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5403692.500000 Penalty: 5499.648926
	Iteration 18Q: 3 clusters Score -5403692 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5403838.000000 Penalty: 5499.648926
	Iteration 19Q: 3 clusters Score -5403838 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5403906.000000 Penalty: 5499.648926
	Iteration 20F: 3 clusters Score -5403906 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5403987.000000 Penalty: 5499.648926
	Iteration 21Q: 3 clusters Score -5403987 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61496 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5404019.000000 Penalty: 5499.648926
	Iteration 22Q: 3 clusters Score -5404019 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5404052.500000 Penalty: 5499.648926
	Iteration 23Q: 3 clusters Score -5404052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5404075.000000 Penalty: 5499.648926
	Iteration 24Q: 3 clusters Score -5404075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5404099.500000 Penalty: 5499.648926
	Iteration 25Q: 3 clusters Score -5404100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -5404116.000000 Penalty: 5499.648926
	Iteration 26Q: 3 clusters Score -5404116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5404121.500000 Penalty: 5499.648926
	Iteration 27Q: 3 clusters Score -5404122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5404143.500000 Penalty: 5499.648926
	Iteration 28Q: 3 clusters Score -5404144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5404150.500000 Penalty: 5499.648926
	Iteration 29Q: 3 clusters Score -5404150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5404153.500000 Penalty: 5499.648926
	Iteration 30Q: 3 clusters Score -5404154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5404146.500000 Penalty: 5499.648926
	Iteration 31Q: 3 clusters Score -5404146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5404143.000000 Penalty: 5499.648926
	Iteration 32Q: 3 clusters Score -5404143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5404141.000000 Penalty: 5499.648926
	Iteration 33Q: 3 clusters Score -5404141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5404152.000000 Penalty: 5499.648926
	Iteration 34Q: 3 clusters Score -5404152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5404150.000000 Penalty: 5499.648926
	Iteration 35Q: 3 clusters Score -5404150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5404153.500000 Penalty: 5499.648926
	Iteration 36Q: 3 clusters Score -5404154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5404160.000000 Penalty: 5499.648926
	Iteration 37Q: 3 clusters Score -5404160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5404161.000000 Penalty: 5499.648926
	Iteration 38Q: 3 clusters Score -5404161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5404166.000000 Penalty: 5499.648926
	Iteration 39Q: 3 clusters Score -5404166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5404171.500000 Penalty: 5499.648926
	Iteration 40F: 3 clusters Score -5404172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5404167.000000 Penalty: 5499.648926
	Iteration 41Q: 3 clusters Score -5404167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5404167.000000 Penalty: 5499.648926
	Iteration 42F: 3 clusters Score -5404167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 62167 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 62208 members 
Mstep: Class 37 contains 52641 members 
Mstep: Class 38 contains 3215 members 
Entering Unmasked Estep 
Score: -51066636.000000 Penalty: 126248.953125
Splitting cluster 20 changes total score from -50977944.000000 to -51066636.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -232226.484375 Penalty: 1979.215454
	Iteration 0F: 2 clusters Score -232226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -229092.875000 Penalty: 3958.430908
	Iteration 0F: 3 clusters Score -229092.9 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -229986.171875 Penalty: 3958.430908
	Iteration 1F: 3 clusters Score -229986.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -230497.468750 Penalty: 3958.430908
	Iteration 2F: 3 clusters Score -230497.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -230933.937500 Penalty: 3958.430908
	Iteration 3F: 3 clusters Score -230933.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -231238.578125 Penalty: 3958.430908
	Iteration 4F: 3 clusters Score -231238.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -231393.640625 Penalty: 3958.430908
	Iteration 5F: 3 clusters Score -231393.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -231482.296875 Penalty: 3958.430908
	Iteration 6Q: 3 clusters Score -231482.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -231534.562500 Penalty: 3958.430908
	Iteration 7Q: 3 clusters Score -231534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -231549.875000 Penalty: 3958.430908
	Iteration 8Q: 3 clusters Score -231549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -231562.453125 Penalty: 3958.430908
	Iteration 9Q: 3 clusters Score -231562.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -231570.796875 Penalty: 3958.430908
	Iteration 10Q: 3 clusters Score -231570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -231577.671875 Penalty: 3958.430908
	Iteration 11Q: 3 clusters Score -231577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -231581.250000 Penalty: 3958.430908
	Iteration 12Q: 3 clusters Score -231581.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -231584.265625 Penalty: 3958.430908
	Iteration 13Q: 3 clusters Score -231584.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -231587.140625 Penalty: 3958.430908
	Iteration 14Q: 3 clusters Score -231587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -231588.250000 Penalty: 3958.430908
	Iteration 15Q: 3 clusters Score -231588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -231588.250000 Penalty: 3958.430908
	Iteration 16F: 3 clusters Score -231588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Entering Unmasked Estep 
Score: -3916423.500000 Penalty: 2678.431152
	Iteration 0F: 2 clusters Score -3916424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3883450.000000 Penalty: 5356.862305
	Iteration 0F: 3 clusters Score -3883450 nChanged 22557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3896302.250000 Penalty: 5356.862305
	Iteration 1F: 3 clusters Score -3896302 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3897260.750000 Penalty: 5356.862305
	Iteration 2F: 3 clusters Score -3897261 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3898408.500000 Penalty: 5356.862305
	Iteration 3Q: 3 clusters Score -3898408 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3899795.500000 Penalty: 5356.862305
	Iteration 4F: 3 clusters Score -3899796 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3901465.500000 Penalty: 5356.862305
	Iteration 5F: 3 clusters Score -3901466 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3903330.250000 Penalty: 5356.862305
	Iteration 6F: 3 clusters Score -3903330 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3905443.250000 Penalty: 5356.862305
	Iteration 7F: 3 clusters Score -3905443 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3907659.000000 Penalty: 5356.862305
	Iteration 8F: 3 clusters Score -3907659 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3909718.500000 Penalty: 5356.862305
	Iteration 9F: 3 clusters Score -3909718 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3911338.000000 Penalty: 5356.862305
	Iteration 10Q: 3 clusters Score -3911338 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3912549.750000 Penalty: 5356.862305
	Iteration 11Q: 3 clusters Score -3912550 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3913603.750000 Penalty: 5356.862305
	Iteration 12Q: 3 clusters Score -3913604 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3914578.250000 Penalty: 5356.862305
	Iteration 13Q: 3 clusters Score -3914578 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3915677.750000 Penalty: 5356.862305
	Iteration 14Q: 3 clusters Score -3915678 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3916856.000000 Penalty: 5356.862305
	Iteration 15Q: 3 clusters Score -3916856 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3918072.500000 Penalty: 5356.862305
	Iteration 16Q: 3 clusters Score -3918072 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3918997.500000 Penalty: 5356.862305
	Iteration 17Q: 3 clusters Score -3918998 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3919590.000000 Penalty: 5356.862305
	Iteration 18Q: 3 clusters Score -3919590 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3920006.250000 Penalty: 5356.862305
	Iteration 19Q: 3 clusters Score -3920006 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3920317.750000 Penalty: 5356.862305
	Iteration 20F: 3 clusters Score -3920318 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -3920573.250000 Penalty: 5356.862305
	Iteration 21Q: 3 clusters Score -3920573 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3920743.500000 Penalty: 5356.862305
	Iteration 22Q: 3 clusters Score -3920744 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3920852.750000 Penalty: 5356.862305
	Iteration 23Q: 3 clusters Score -3920853 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3920953.250000 Penalty: 5356.862305
	Iteration 24Q: 3 clusters Score -3920953 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3920998.750000 Penalty: 5356.862305
	Iteration 25Q: 3 clusters Score -3920999 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3921025.250000 Penalty: 5356.862305
	Iteration 26Q: 3 clusters Score -3921025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3921073.500000 Penalty: 5356.862305
	Iteration 27Q: 3 clusters Score -3921074 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3921103.250000 Penalty: 5356.862305
	Iteration 28Q: 3 clusters Score -3921103 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3921141.000000 Penalty: 5356.862305
	Iteration 29Q: 3 clusters Score -3921141 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3921154.750000 Penalty: 5356.862305
	Iteration 30Q: 3 clusters Score -3921155 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3921169.750000 Penalty: 5356.862305
	Iteration 31Q: 3 clusters Score -3921170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3921219.000000 Penalty: 5356.862305
	Iteration 32Q: 3 clusters Score -3921219 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3921240.250000 Penalty: 5356.862305
	Iteration 33Q: 3 clusters Score -3921240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3921248.000000 Penalty: 5356.862305
	Iteration 34Q: 3 clusters Score -3921248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3921257.250000 Penalty: 5356.862305
	Iteration 35Q: 3 clusters Score -3921257 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3921276.000000 Penalty: 5356.862305
	Iteration 36Q: 3 clusters Score -3921276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3921287.500000 Penalty: 5356.862305
	Iteration 37Q: 3 clusters Score -3921288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3921294.750000 Penalty: 5356.862305
	Iteration 38Q: 3 clusters Score -3921295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3921302.750000 Penalty: 5356.862305
	Iteration 39Q: 3 clusters Score -3921303 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3921330.500000 Penalty: 5356.862305
	Iteration 40F: 3 clusters Score -3921330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3921317.000000 Penalty: 5356.862305
	Iteration 41Q: 3 clusters Score -3921317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3921313.500000 Penalty: 5356.862305
	Iteration 42Q: 3 clusters Score -3921314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3921329.500000 Penalty: 5356.862305
	Iteration 43Q: 3 clusters Score -3921330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3921342.000000 Penalty: 5356.862305
	Iteration 44Q: 3 clusters Score -3921342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3921343.500000 Penalty: 5356.862305
	Iteration 45Q: 3 clusters Score -3921344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3921354.750000 Penalty: 5356.862305
	Iteration 46Q: 3 clusters Score -3921355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3921346.500000 Penalty: 5356.862305
	Iteration 47Q: 3 clusters Score -3921346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3921343.500000 Penalty: 5356.862305
	Iteration 48Q: 3 clusters Score -3921344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3921346.250000 Penalty: 5356.862305
	Iteration 49Q: 3 clusters Score -3921346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3921341.250000 Penalty: 5356.862305
	Iteration 50Q: 3 clusters Score -3921341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -3921345.500000 Penalty: 5356.862305
	Iteration 51Q: 3 clusters Score -3921346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3921348.750000 Penalty: 5356.862305
	Iteration 52Q: 3 clusters Score -3921349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3921355.000000 Penalty: 5356.862305
	Iteration 53Q: 3 clusters Score -3921355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3921359.000000 Penalty: 5356.862305
	Iteration 54Q: 3 clusters Score -3921359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3921360.000000 Penalty: 5356.862305
	Iteration 55Q: 3 clusters Score -3921360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3921372.500000 Penalty: 5356.862305
	Iteration 56Q: 3 clusters Score -3921372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3921378.750000 Penalty: 5356.862305
	Iteration 57Q: 3 clusters Score -3921379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3921384.000000 Penalty: 5356.862305
	Iteration 58Q: 3 clusters Score -3921384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3921390.750000 Penalty: 5356.862305
	Iteration 59Q: 3 clusters Score -3921391 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3921396.500000 Penalty: 5356.862305
	Iteration 60F: 3 clusters Score -3921396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3921412.250000 Penalty: 5356.862305
	Iteration 61Q: 3 clusters Score -3921412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3921420.750000 Penalty: 5356.862305
	Iteration 62Q: 3 clusters Score -3921421 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3921430.000000 Penalty: 5356.862305
	Iteration 63Q: 3 clusters Score -3921430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3921421.500000 Penalty: 5356.862305
	Iteration 64Q: 3 clusters Score -3921422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3921427.250000 Penalty: 5356.862305
	Iteration 65Q: 3 clusters Score -3921427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3921434.250000 Penalty: 5356.862305
	Iteration 66Q: 3 clusters Score -3921434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3921423.500000 Penalty: 5356.862305
	Iteration 67Q: 3 clusters Score -3921424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3921432.500000 Penalty: 5356.862305
	Iteration 68Q: 3 clusters Score -3921432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3921436.500000 Penalty: 5356.862305
	Iteration 69Q: 3 clusters Score -3921436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3921453.000000 Penalty: 5356.862305
	Iteration 70Q: 3 clusters Score -3921453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3921457.250000 Penalty: 5356.862305
	Iteration 71Q: 3 clusters Score -3921457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3921462.000000 Penalty: 5356.862305
	Iteration 72Q: 3 clusters Score -3921462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3921456.750000 Penalty: 5356.862305
	Iteration 73Q: 3 clusters Score -3921457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3921450.750000 Penalty: 5356.862305
	Iteration 74Q: 3 clusters Score -3921451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3921456.250000 Penalty: 5356.862305
	Iteration 75Q: 3 clusters Score -3921456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3921459.000000 Penalty: 5356.862305
	Iteration 76Q: 3 clusters Score -3921459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3921456.500000 Penalty: 5356.862305
	Iteration 77Q: 3 clusters Score -3921456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3921472.250000 Penalty: 5356.862305
	Iteration 78Q: 3 clusters Score -3921472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3921467.000000 Penalty: 5356.862305
	Iteration 79Q: 3 clusters Score -3921467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3921461.000000 Penalty: 5356.862305
	Iteration 80F: 3 clusters Score -3921461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3921462.750000 Penalty: 5356.862305
	Iteration 81Q: 3 clusters Score -3921463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3921459.000000 Penalty: 5356.862305
	Iteration 82Q: 3 clusters Score -3921459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3921467.500000 Penalty: 5356.862305
	Iteration 83Q: 3 clusters Score -3921468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3921473.750000 Penalty: 5356.862305
	Iteration 84Q: 3 clusters Score -3921474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3921469.750000 Penalty: 5356.862305
	Iteration 85Q: 3 clusters Score -3921470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3921473.500000 Penalty: 5356.862305
	Iteration 86Q: 3 clusters Score -3921474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3921472.000000 Penalty: 5356.862305
	Iteration 87Q: 3 clusters Score -3921472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3921468.500000 Penalty: 5356.862305
	Iteration 88Q: 3 clusters Score -3921468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3921477.000000 Penalty: 5356.862305
	Iteration 89Q: 3 clusters Score -3921477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3921477.500000 Penalty: 5356.862305
	Iteration 90Q: 3 clusters Score -3921478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3921477.000000 Penalty: 5356.862305
	Iteration 91Q: 3 clusters Score -3921477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3921479.250000 Penalty: 5356.862305
	Iteration 92Q: 3 clusters Score -3921479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3921478.500000 Penalty: 5356.862305
	Iteration 93Q: 3 clusters Score -3921478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3921476.750000 Penalty: 5356.862305
	Iteration 94Q: 3 clusters Score -3921477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3921476.750000 Penalty: 5356.862305
	Iteration 95F: 3 clusters Score -3921477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 62167 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 28721 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 62208 members 
Mstep: Class 37 contains 52641 members 
Mstep: Class 38 contains 3215 members 
Mstep: Class 39 contains 20306 members 
Entering Unmasked Estep 
Score: -51071004.000000 Penalty: 129571.296875
Splitting cluster 22 changes total score from -50977944.000000 to -51071004.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (9786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Entering Unmasked Estep 
Score: -671764.375000 Penalty: 2278.799561
	Iteration 0F: 2 clusters Score -671764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -664326.312500 Penalty: 4557.599121
	Iteration 0F: 3 clusters Score -664326.3 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -667677.937500 Penalty: 4557.599121
	Iteration 1F: 3 clusters Score -667677.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -669481.062500 Penalty: 4557.599121
	Iteration 2F: 3 clusters Score -669481.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -671191.937500 Penalty: 4557.599121
	Iteration 3F: 3 clusters Score -671191.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -672478.312500 Penalty: 4557.599121
	Iteration 4F: 3 clusters Score -672478.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -673039.312500 Penalty: 4557.599121
	Iteration 5F: 3 clusters Score -673039.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -673238.250000 Penalty: 4557.599121
	Iteration 6Q: 3 clusters Score -673238.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -673323.875000 Penalty: 4557.599121
	Iteration 7Q: 3 clusters Score -673323.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -673361.062500 Penalty: 4557.599121
	Iteration 8Q: 3 clusters Score -673361.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -673386.250000 Penalty: 4557.599121
	Iteration 9Q: 3 clusters Score -673386.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -673402.500000 Penalty: 4557.599121
	Iteration 10Q: 3 clusters Score -673402.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -673418.312500 Penalty: 4557.599121
	Iteration 11Q: 3 clusters Score -673418.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -673429.500000 Penalty: 4557.599121
	Iteration 12Q: 3 clusters Score -673429.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -673440.000000 Penalty: 4557.599121
	Iteration 13Q: 3 clusters Score -673440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -673451.375000 Penalty: 4557.599121
	Iteration 14Q: 3 clusters Score -673451.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -673459.625000 Penalty: 4557.599121
	Iteration 15Q: 3 clusters Score -673459.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -673465.937500 Penalty: 4557.599121
	Iteration 16Q: 3 clusters Score -673465.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -673474.812500 Penalty: 4557.599121
	Iteration 17Q: 3 clusters Score -673474.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -673481.000000 Penalty: 4557.599121
	Iteration 18Q: 3 clusters Score -673481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -673486.875000 Penalty: 4557.599121
	Iteration 19Q: 3 clusters Score -673486.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -673491.562500 Penalty: 4557.599121
	Iteration 20F: 3 clusters Score -673491.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -673497.250000 Penalty: 4557.599121
	Iteration 21Q: 3 clusters Score -673497.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -673497.437500 Penalty: 4557.599121
	Iteration 22Q: 3 clusters Score -673497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -673499.875000 Penalty: 4557.599121
	Iteration 23Q: 3 clusters Score -673499.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -673503.937500 Penalty: 4557.599121
	Iteration 24Q: 3 clusters Score -673503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -673502.000000 Penalty: 4557.599121
	Iteration 25Q: 3 clusters Score -673502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -673501.125000 Penalty: 4557.599121
	Iteration 26Q: 3 clusters Score -673501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -673502.437500 Penalty: 4557.599121
	Iteration 27Q: 3 clusters Score -673502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -673504.375000 Penalty: 4557.599121
	Iteration 28Q: 3 clusters Score -673504.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -673504.500000 Penalty: 4557.599121
	Iteration 29Q: 3 clusters Score -673504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -673504.500000 Penalty: 4557.599121
	Iteration 30Q: 3 clusters Score -673504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -673503.250000 Penalty: 4557.599121
	Iteration 31Q: 3 clusters Score -673503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -673505.875000 Penalty: 4557.599121
	Iteration 32Q: 3 clusters Score -673505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -673505.375000 Penalty: 4557.599121
	Iteration 33Q: 3 clusters Score -673505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -673505.375000 Penalty: 4557.599121
	Iteration 34Q: 3 clusters Score -673505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -673505.375000 Penalty: 4557.599121
	Iteration 35F: 3 clusters Score -673505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 27132 members 
Mstep: Class 20 contains 62167 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 28721 members 
Mstep: Class 23 contains 6150 members 
Mstep: Class 24 contains 28658 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 13739 members 
Mstep: Class 28 contains 8643 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 33250 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 5002 members 
Mstep: Class 34 contains 12669 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 62208 members 
Mstep: Class 37 contains 52641 members 
Mstep: Class 38 contains 3215 members 
Mstep: Class 39 contains 20306 members 
Mstep: Class 40 contains 3636 members 
Entering Unmasked Estep 
Score: -51071872.000000 Penalty: 132893.640625
Splitting cluster 23 changes total score from -50977944.000000 to -51071872.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 1745 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 15325 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 9809 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 20 contains 62167 members 
Mstep: Class 21 contains 2924 members 
Mstep: Class 22 contains 28721 members 
Mstep: Class 23 contains 6150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091404.000000 Penalty: 132893.640625
Iteration 39Q: 41 clusters Score -5.10914e+07 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 15947 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 15321 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 2188 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 29062 members 
Mstep: Class 12 contains 3254 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 9792 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 22878 members 
Mstep: Class 17 contains 50367 members 
Mstep: Class 18 contains 14596 members 
Mstep: Class 19 contains 27000 members 
Mstep: Class 20 contains 62140 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 29088 members 
Mstep: Class 23 contains 6380 members 
Mstep: Class 24 contains 27706 members 
Mstep: Class 25 contains 9155 members 
Mstep: Class 26 contains 6252 members 
Mstep: Class 27 contains 12974 members 
Mstep: Class 28 contains 8613 members 
Mstep: Class 29 contains 3063 members 
Mstep: Class 30 contains 12999 members 
Mstep: Class 31 contains 32116 members 
Mstep: Class 32 contains 17695 members 
Mstep: Class 33 contains 4797 members 
Mstep: Class 34 contains 12267 members 
Mstep: Class 35 contains 2258 members 
Mstep: Class 36 contains 61227 members 
Mstep: Class 37 contains 53175 members 
Mstep: Class 38 contains 3210 members 
Mstep: Class 39 contains 19385 members 
Mstep: Class 40 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107920.000000 Penalty: 132893.640625
Iteration 40F: 41 clusters Score -5.110792e+07 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 15877 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 10502 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 3181 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 11 contains 28474 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 14 contains 9750 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 22895 members 
Mstep: Class 17 contains 50189 members 
Mstep: Class 18 contains 15110 members 
Mstep: Class 19 contains 27066 members 
Mstep: Class 20 contains 61392 members 
Mstep: Class 21 contains 2907 members 
Mstep: Class 22 contains 28268 members 
Mstep: Class 23 contains 6272 members 
Mstep: Class 24 contains 27277 members 
Mstep: Class 25 contains 9082 members 
Mstep: Class 26 contains 6824 members 
Mstep: Class 27 contains 12399 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 12920 members 
Mstep: Class 31 contains 32317 members 
Mstep: Class 32 contains 18808 members 
Mstep: Class 33 contains 4715 members 
Mstep: Class 34 contains 12274 members 
Mstep: Class 35 contains 2801 members 
Mstep: Class 36 contains 60872 members 
Mstep: Class 37 contains 53899 members 
Mstep: Class 38 contains 3307 members 
Mstep: Class 39 contains 19170 members 
Mstep: Class 40 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51114556.000000 Penalty: 132893.640625
Iteration 41Q: 41 clusters Score -5.111456e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 15835 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 10385 members 
Mstep: Class 5 contains 15255 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 11 contains 28112 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 22895 members 
Mstep: Class 17 contains 50170 members 
Mstep: Class 18 contains 15416 members 
Mstep: Class 19 contains 27275 members 
Mstep: Class 20 contains 61086 members 
Mstep: Class 21 contains 2890 members 
Mstep: Class 22 contains 27747 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 26885 members 
Mstep: Class 25 contains 9029 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 11952 members 
Mstep: Class 28 contains 9126 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 12833 members 
Mstep: Class 31 contains 32482 members 
Mstep: Class 32 contains 19622 members 
Mstep: Class 33 contains 4638 members 
Mstep: Class 34 contains 12151 members 
Mstep: Class 35 contains 3230 members 
Mstep: Class 36 contains 60578 members 
Mstep: Class 37 contains 54533 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 18865 members 
Mstep: Class 40 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51117936.000000 Penalty: 132893.640625
Iteration 42Q: 41 clusters Score -5.111794e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 15820 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 15292 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 3212 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 11 contains 27870 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 1652 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 22888 members 
Mstep: Class 17 contains 50226 members 
Mstep: Class 18 contains 15565 members 
Mstep: Class 19 contains 27493 members 
Mstep: Class 20 contains 60914 members 
Mstep: Class 21 contains 2880 members 
Mstep: Class 22 contains 27367 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 26587 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 7579 members 
Mstep: Class 27 contains 11635 members 
Mstep: Class 28 contains 9226 members 
Mstep: Class 29 contains 3083 members 
Mstep: Class 30 contains 12765 members 
Mstep: Class 31 contains 32583 members 
Mstep: Class 32 contains 20305 members 
Mstep: Class 33 contains 4573 members 
Mstep: Class 34 contains 12031 members 
Mstep: Class 35 contains 3593 members 
Mstep: Class 36 contains 60368 members 
Mstep: Class 37 contains 55029 members 
Mstep: Class 38 contains 3414 members 
Mstep: Class 39 contains 18600 members 
Mstep: Class 40 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51120264.000000 Penalty: 132893.640625
Iteration 43Q: 41 clusters Score -5.112026e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 15798 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 15334 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27710 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 4706 members 
Mstep: Class 16 contains 22883 members 
Mstep: Class 17 contains 50295 members 
Mstep: Class 18 contains 15647 members 
Mstep: Class 19 contains 27708 members 
Mstep: Class 20 contains 60829 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 27107 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 26351 members 
Mstep: Class 25 contains 8979 members 
Mstep: Class 26 contains 7832 members 
Mstep: Class 27 contains 11388 members 
Mstep: Class 28 contains 9288 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 12728 members 
Mstep: Class 31 contains 32660 members 
Mstep: Class 32 contains 20813 members 
Mstep: Class 33 contains 4528 members 
Mstep: Class 34 contains 11891 members 
Mstep: Class 35 contains 3947 members 
Mstep: Class 36 contains 60200 members 
Mstep: Class 37 contains 55449 members 
Mstep: Class 38 contains 3454 members 
Mstep: Class 39 contains 18387 members 
Mstep: Class 40 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51122360.000000 Penalty: 132893.640625
Iteration 44Q: 41 clusters Score -5.112236e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 15770 members 
Mstep: Class 3 contains 2093 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 15370 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2176 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 27590 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 4810 members 
Mstep: Class 16 contains 22854 members 
Mstep: Class 17 contains 50373 members 
Mstep: Class 18 contains 15690 members 
Mstep: Class 19 contains 27881 members 
Mstep: Class 20 contains 60762 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 26942 members 
Mstep: Class 23 contains 6398 members 
Mstep: Class 24 contains 26144 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 8029 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 9361 members 
Mstep: Class 29 contains 3178 members 
Mstep: Class 30 contains 12697 members 
Mstep: Class 31 contains 32653 members 
Mstep: Class 32 contains 21211 members 
Mstep: Class 33 contains 4493 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 4219 members 
Mstep: Class 36 contains 60100 members 
Mstep: Class 37 contains 55793 members 
Mstep: Class 38 contains 3481 members 
Mstep: Class 39 contains 18254 members 
Mstep: Class 40 contains 3588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51123432.000000 Penalty: 132893.640625
Iteration 45Q: 41 clusters Score -5.112343e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 15757 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 5 contains 15400 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 2271 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 3260 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 27507 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 4875 members 
Mstep: Class 16 contains 22808 members 
Mstep: Class 17 contains 50454 members 
Mstep: Class 18 contains 15713 members 
Mstep: Class 19 contains 28050 members 
Mstep: Class 20 contains 60743 members 
Mstep: Class 21 contains 2856 members 
Mstep: Class 22 contains 26837 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 25945 members 
Mstep: Class 25 contains 8931 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 11045 members 
Mstep: Class 28 contains 9407 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 12683 members 
Mstep: Class 31 contains 32613 members 
Mstep: Class 32 contains 21552 members 
Mstep: Class 33 contains 4474 members 
Mstep: Class 34 contains 11575 members 
Mstep: Class 35 contains 4434 members 
Mstep: Class 36 contains 60039 members 
Mstep: Class 37 contains 56086 members 
Mstep: Class 38 contains 3486 members 
Mstep: Class 39 contains 18122 members 
Mstep: Class 40 contains 3576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51123852.000000 Penalty: 132893.640625
Iteration 46Q: 41 clusters Score -5.112385e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 15734 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 15417 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 1321 members 
Mstep: Class 11 contains 27458 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 15 contains 4912 members 
Mstep: Class 16 contains 22746 members 
Mstep: Class 17 contains 50541 members 
Mstep: Class 18 contains 15730 members 
Mstep: Class 19 contains 28208 members 
Mstep: Class 20 contains 60728 members 
Mstep: Class 21 contains 2853 members 
Mstep: Class 22 contains 26740 members 
Mstep: Class 23 contains 6494 members 
Mstep: Class 24 contains 25814 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 8341 members 
Mstep: Class 27 contains 10928 members 
Mstep: Class 28 contains 9450 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 12668 members 
Mstep: Class 31 contains 32588 members 
Mstep: Class 32 contains 21858 members 
Mstep: Class 33 contains 4450 members 
Mstep: Class 34 contains 11455 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 36 contains 59988 members 
Mstep: Class 37 contains 56307 members 
Mstep: Class 38 contains 3483 members 
Mstep: Class 39 contains 18044 members 
Mstep: Class 40 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51124364.000000 Penalty: 132893.640625
Iteration 47Q: 41 clusters Score -5.112436e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 15689 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 10058 members 
Mstep: Class 5 contains 15452 members 
Mstep: Class 6 contains 5559 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 1323 members 
Mstep: Class 11 contains 27436 members 
Mstep: Class 12 contains 3129 members 
Mstep: Class 13 contains 1608 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 22678 members 
Mstep: Class 17 contains 50621 members 
Mstep: Class 18 contains 15724 members 
Mstep: Class 19 contains 28342 members 
Mstep: Class 20 contains 60713 members 
Mstep: Class 21 contains 2850 members 
Mstep: Class 22 contains 26714 members 
Mstep: Class 23 contains 6535 members 
Mstep: Class 24 contains 25706 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 8475 members 
Mstep: Class 27 contains 10817 members 
Mstep: Class 28 contains 9484 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 12666 members 
Mstep: Class 31 contains 32551 members 
Mstep: Class 32 contains 22080 members 
Mstep: Class 33 contains 4440 members 
Mstep: Class 34 contains 11384 members 
Mstep: Class 35 contains 4682 members 
Mstep: Class 36 contains 59961 members 
Mstep: Class 37 contains 56504 members 
Mstep: Class 38 contains 3486 members 
Mstep: Class 39 contains 17981 members 
Mstep: Class 40 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51124700.000000 Penalty: 132893.640625
Iteration 48Q: 41 clusters Score -5.11247e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 15646 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 5 contains 15479 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 1324 members 
Mstep: Class 11 contains 27413 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 1607 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 22617 members 
Mstep: Class 17 contains 50701 members 
Mstep: Class 18 contains 15717 members 
Mstep: Class 19 contains 28469 members 
Mstep: Class 20 contains 60712 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26675 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 25633 members 
Mstep: Class 25 contains 8896 members 
Mstep: Class 26 contains 8587 members 
Mstep: Class 27 contains 10730 members 
Mstep: Class 28 contains 9515 members 
Mstep: Class 29 contains 3358 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 32531 members 
Mstep: Class 32 contains 22242 members 
Mstep: Class 33 contains 4428 members 
Mstep: Class 34 contains 11316 members 
Mstep: Class 35 contains 4795 members 
Mstep: Class 36 contains 59934 members 
Mstep: Class 37 contains 56658 members 
Mstep: Class 38 contains 3487 members 
Mstep: Class 39 contains 17949 members 
Mstep: Class 40 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125056.000000 Penalty: 132893.640625
Iteration 49Q: 41 clusters Score -5.112506e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 15604 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 15500 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 27398 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 22572 members 
Mstep: Class 17 contains 50789 members 
Mstep: Class 18 contains 15710 members 
Mstep: Class 19 contains 28595 members 
Mstep: Class 20 contains 60705 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26645 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 25569 members 
Mstep: Class 25 contains 8879 members 
Mstep: Class 26 contains 8695 members 
Mstep: Class 27 contains 10659 members 
Mstep: Class 28 contains 9529 members 
Mstep: Class 29 contains 3370 members 
Mstep: Class 30 contains 12663 members 
Mstep: Class 31 contains 32522 members 
Mstep: Class 32 contains 22384 members 
Mstep: Class 33 contains 4421 members 
Mstep: Class 34 contains 11267 members 
Mstep: Class 35 contains 4872 members 
Mstep: Class 36 contains 59889 members 
Mstep: Class 37 contains 56777 members 
Mstep: Class 38 contains 3492 members 
Mstep: Class 39 contains 17930 members 
Mstep: Class 40 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125196.000000 Penalty: 132893.640625
Iteration 50Q: 41 clusters Score -5.11252e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 15559 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 15523 members 
Mstep: Class 6 contains 5583 members 
Mstep: Class 7 contains 2277 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 27386 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 22541 members 
Mstep: Class 17 contains 50875 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 28730 members 
Mstep: Class 20 contains 60701 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26621 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 25517 members 
Mstep: Class 25 contains 8870 members 
Mstep: Class 26 contains 8787 members 
Mstep: Class 27 contains 10597 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 3384 members 
Mstep: Class 30 contains 12660 members 
Mstep: Class 31 contains 32525 members 
Mstep: Class 32 contains 22510 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 11221 members 
Mstep: Class 35 contains 4949 members 
Mstep: Class 36 contains 59823 members 
Mstep: Class 37 contains 56878 members 
Mstep: Class 38 contains 3506 members 
Mstep: Class 39 contains 17906 members 
Mstep: Class 40 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125340.000000 Penalty: 132893.640625
Iteration 51Q: 41 clusters Score -5.112534e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 15532 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 9999 members 
Mstep: Class 5 contains 15545 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 27371 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4941 members 
Mstep: Class 16 contains 22519 members 
Mstep: Class 17 contains 50973 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 28870 members 
Mstep: Class 20 contains 60708 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26599 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 25465 members 
Mstep: Class 25 contains 8862 members 
Mstep: Class 26 contains 8863 members 
Mstep: Class 27 contains 10549 members 
Mstep: Class 28 contains 9525 members 
Mstep: Class 29 contains 3395 members 
Mstep: Class 30 contains 12672 members 
Mstep: Class 31 contains 32527 members 
Mstep: Class 32 contains 22630 members 
Mstep: Class 33 contains 4411 members 
Mstep: Class 34 contains 11174 members 
Mstep: Class 35 contains 4985 members 
Mstep: Class 36 contains 59748 members 
Mstep: Class 37 contains 56964 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 17885 members 
Mstep: Class 40 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125484.000000 Penalty: 132893.640625
Iteration 52Q: 41 clusters Score -5.112548e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2064 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 27363 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 1600 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 22496 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 15706 members 
Mstep: Class 19 contains 28990 members 
Mstep: Class 20 contains 60708 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26599 members 
Mstep: Class 23 contains 6674 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 8859 members 
Mstep: Class 26 contains 8915 members 
Mstep: Class 27 contains 10516 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 3398 members 
Mstep: Class 30 contains 12673 members 
Mstep: Class 31 contains 32530 members 
Mstep: Class 32 contains 22738 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 11145 members 
Mstep: Class 35 contains 5010 members 
Mstep: Class 36 contains 59676 members 
Mstep: Class 37 contains 57020 members 
Mstep: Class 38 contains 3522 members 
Mstep: Class 39 contains 17866 members 
Mstep: Class 40 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125572.000000 Penalty: 132893.640625
Iteration 53Q: 41 clusters Score -5.112557e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 2149 members 
Mstep: Class 4 contains 9994 members 
Mstep: Class 5 contains 15586 members 
Mstep: Class 6 contains 5593 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 27364 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4935 members 
Mstep: Class 16 contains 22482 members 
Mstep: Class 17 contains 51143 members 
Mstep: Class 18 contains 15712 members 
Mstep: Class 19 contains 29110 members 
Mstep: Class 20 contains 60714 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26585 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 25443 members 
Mstep: Class 25 contains 8854 members 
Mstep: Class 26 contains 8998 members 
Mstep: Class 27 contains 10491 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 3402 members 
Mstep: Class 30 contains 12662 members 
Mstep: Class 31 contains 32525 members 
Mstep: Class 32 contains 22811 members 
Mstep: Class 33 contains 4399 members 
Mstep: Class 34 contains 11127 members 
Mstep: Class 35 contains 5047 members 
Mstep: Class 36 contains 59618 members 
Mstep: Class 37 contains 57063 members 
Mstep: Class 38 contains 3522 members 
Mstep: Class 39 contains 17847 members 
Mstep: Class 40 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125784.000000 Penalty: 132893.640625
Iteration 54Q: 41 clusters Score -5.112578e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 15394 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 9987 members 
Mstep: Class 5 contains 15610 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2052 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 27360 members 
Mstep: Class 12 contains 3118 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 22461 members 
Mstep: Class 17 contains 51207 members 
Mstep: Class 18 contains 15712 members 
Mstep: Class 19 contains 29213 members 
Mstep: Class 20 contains 60715 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26577 members 
Mstep: Class 23 contains 6704 members 
Mstep: Class 24 contains 25449 members 
Mstep: Class 25 contains 8849 members 
Mstep: Class 26 contains 9057 members 
Mstep: Class 27 contains 10462 members 
Mstep: Class 28 contains 9521 members 
Mstep: Class 29 contains 3404 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 32520 members 
Mstep: Class 32 contains 22873 members 
Mstep: Class 33 contains 4396 members 
Mstep: Class 34 contains 11112 members 
Mstep: Class 35 contains 5067 members 
Mstep: Class 36 contains 59573 members 
Mstep: Class 37 contains 57111 members 
Mstep: Class 38 contains 3522 members 
Mstep: Class 39 contains 17836 members 
Mstep: Class 40 contains 3472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125852.000000 Penalty: 132893.640625
Iteration 55Q: 41 clusters Score -5.112585e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 15345 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 9978 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 27359 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 22430 members 
Mstep: Class 17 contains 51259 members 
Mstep: Class 18 contains 15716 members 
Mstep: Class 19 contains 29322 members 
Mstep: Class 20 contains 60713 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26568 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 25467 members 
Mstep: Class 25 contains 8848 members 
Mstep: Class 26 contains 9098 members 
Mstep: Class 27 contains 10441 members 
Mstep: Class 28 contains 9522 members 
Mstep: Class 29 contains 3406 members 
Mstep: Class 30 contains 12647 members 
Mstep: Class 31 contains 32517 members 
Mstep: Class 32 contains 22924 members 
Mstep: Class 33 contains 4390 members 
Mstep: Class 34 contains 11098 members 
Mstep: Class 35 contains 5096 members 
Mstep: Class 36 contains 59552 members 
Mstep: Class 37 contains 57140 members 
Mstep: Class 38 contains 3525 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51125956.000000 Penalty: 132893.640625
Iteration 56Q: 41 clusters Score -5.112596e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 15296 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 9970 members 
Mstep: Class 5 contains 15634 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 1601 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 17 contains 51305 members 
Mstep: Class 18 contains 15710 members 
Mstep: Class 19 contains 29426 members 
Mstep: Class 20 contains 60714 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26572 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 25485 members 
Mstep: Class 25 contains 8847 members 
Mstep: Class 26 contains 9118 members 
Mstep: Class 27 contains 10428 members 
Mstep: Class 28 contains 9525 members 
Mstep: Class 29 contains 3410 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 32513 members 
Mstep: Class 32 contains 22970 members 
Mstep: Class 33 contains 4388 members 
Mstep: Class 34 contains 11093 members 
Mstep: Class 35 contains 5116 members 
Mstep: Class 36 contains 59533 members 
Mstep: Class 37 contains 57161 members 
Mstep: Class 38 contains 3538 members 
Mstep: Class 39 contains 17819 members 
Mstep: Class 40 contains 3448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126052.000000 Penalty: 132893.640625
Iteration 57Q: 41 clusters Score -5.112605e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 15254 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 9963 members 
Mstep: Class 5 contains 15648 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 1602 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 51354 members 
Mstep: Class 18 contains 15706 members 
Mstep: Class 19 contains 29527 members 
Mstep: Class 20 contains 60718 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26566 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 25500 members 
Mstep: Class 25 contains 8846 members 
Mstep: Class 26 contains 9138 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 9519 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 12641 members 
Mstep: Class 31 contains 32524 members 
Mstep: Class 32 contains 22999 members 
Mstep: Class 33 contains 4385 members 
Mstep: Class 34 contains 11086 members 
Mstep: Class 35 contains 5133 members 
Mstep: Class 36 contains 59511 members 
Mstep: Class 37 contains 57178 members 
Mstep: Class 38 contains 3547 members 
Mstep: Class 39 contains 17812 members 
Mstep: Class 40 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126048.000000 Penalty: 132893.640625
Iteration 58Q: 41 clusters Score -5.112605e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 15225 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 5 contains 15659 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 1605 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 22357 members 
Mstep: Class 17 contains 51401 members 
Mstep: Class 18 contains 15704 members 
Mstep: Class 19 contains 29595 members 
Mstep: Class 20 contains 60722 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26564 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 25513 members 
Mstep: Class 25 contains 8842 members 
Mstep: Class 26 contains 9147 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 9518 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 12629 members 
Mstep: Class 31 contains 32522 members 
Mstep: Class 32 contains 23033 members 
Mstep: Class 33 contains 4383 members 
Mstep: Class 34 contains 11081 members 
Mstep: Class 35 contains 5150 members 
Mstep: Class 36 contains 59484 members 
Mstep: Class 37 contains 57183 members 
Mstep: Class 38 contains 3559 members 
Mstep: Class 39 contains 17815 members 
Mstep: Class 40 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126072.000000 Penalty: 132893.640625
Iteration 59Q: 41 clusters Score -5.112607e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 15201 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 9950 members 
Mstep: Class 5 contains 15671 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2054 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3118 members 
Mstep: Class 13 contains 1609 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 4952 members 
Mstep: Class 16 contains 22332 members 
Mstep: Class 17 contains 51442 members 
Mstep: Class 18 contains 15704 members 
Mstep: Class 19 contains 29655 members 
Mstep: Class 20 contains 60732 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26561 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 25523 members 
Mstep: Class 25 contains 8836 members 
Mstep: Class 26 contains 9150 members 
Mstep: Class 27 contains 10413 members 
Mstep: Class 28 contains 9517 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 12620 members 
Mstep: Class 31 contains 32523 members 
Mstep: Class 32 contains 23056 members 
Mstep: Class 33 contains 4380 members 
Mstep: Class 34 contains 11077 members 
Mstep: Class 35 contains 5169 members 
Mstep: Class 36 contains 59466 members 
Mstep: Class 37 contains 57187 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 17817 members 
Mstep: Class 40 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126244.000000 Penalty: 132893.640625
Iteration 60F: 41 clusters Score -5.112624e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 9946 members 
Mstep: Class 5 contains 15685 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 1609 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 22310 members 
Mstep: Class 17 contains 51494 members 
Mstep: Class 18 contains 15704 members 
Mstep: Class 19 contains 29719 members 
Mstep: Class 20 contains 60744 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26548 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 25533 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9150 members 
Mstep: Class 27 contains 10413 members 
Mstep: Class 28 contains 9517 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 12614 members 
Mstep: Class 31 contains 32524 members 
Mstep: Class 32 contains 23074 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 11063 members 
Mstep: Class 35 contains 5193 members 
Mstep: Class 36 contains 59436 members 
Mstep: Class 37 contains 57190 members 
Mstep: Class 38 contains 3586 members 
Mstep: Class 39 contains 17822 members 
Mstep: Class 40 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126408.000000 Penalty: 132893.640625
Iteration 61Q: 41 clusters Score -5.112641e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 9944 members 
Mstep: Class 5 contains 15699 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27353 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 1611 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 22296 members 
Mstep: Class 17 contains 51557 members 
Mstep: Class 18 contains 15705 members 
Mstep: Class 19 contains 29786 members 
Mstep: Class 20 contains 60750 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26546 members 
Mstep: Class 23 contains 6752 members 
Mstep: Class 24 contains 25533 members 
Mstep: Class 25 contains 8830 members 
Mstep: Class 26 contains 9164 members 
Mstep: Class 27 contains 10413 members 
Mstep: Class 28 contains 9515 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 12610 members 
Mstep: Class 31 contains 32528 members 
Mstep: Class 32 contains 23090 members 
Mstep: Class 33 contains 4322 members 
Mstep: Class 34 contains 11048 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 59406 members 
Mstep: Class 37 contains 57189 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 17820 members 
Mstep: Class 40 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126544.000000 Penalty: 132893.640625
Iteration 62Q: 41 clusters Score -5.112654e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 15143 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 9943 members 
Mstep: Class 5 contains 15707 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27354 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 1611 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4939 members 
Mstep: Class 16 contains 22284 members 
Mstep: Class 17 contains 51597 members 
Mstep: Class 18 contains 15708 members 
Mstep: Class 19 contains 29829 members 
Mstep: Class 20 contains 60749 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26539 members 
Mstep: Class 23 contains 6772 members 
Mstep: Class 24 contains 25536 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9177 members 
Mstep: Class 27 contains 10413 members 
Mstep: Class 28 contains 9512 members 
Mstep: Class 29 contains 3421 members 
Mstep: Class 30 contains 12608 members 
Mstep: Class 31 contains 32527 members 
Mstep: Class 32 contains 23112 members 
Mstep: Class 33 contains 4283 members 
Mstep: Class 34 contains 11023 members 
Mstep: Class 35 contains 5218 members 
Mstep: Class 36 contains 59383 members 
Mstep: Class 37 contains 57197 members 
Mstep: Class 38 contains 3601 members 
Mstep: Class 39 contains 17823 members 
Mstep: Class 40 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126588.000000 Penalty: 132893.640625
Iteration 63Q: 41 clusters Score -5.112659e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 15125 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 9941 members 
Mstep: Class 5 contains 15716 members 
Mstep: Class 6 contains 5622 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 22276 members 
Mstep: Class 17 contains 51622 members 
Mstep: Class 18 contains 15707 members 
Mstep: Class 19 contains 29861 members 
Mstep: Class 20 contains 60746 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26540 members 
Mstep: Class 23 contains 6795 members 
Mstep: Class 24 contains 25537 members 
Mstep: Class 25 contains 8832 members 
Mstep: Class 26 contains 9187 members 
Mstep: Class 27 contains 10411 members 
Mstep: Class 28 contains 9510 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 12606 members 
Mstep: Class 31 contains 32525 members 
Mstep: Class 32 contains 23131 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 11005 members 
Mstep: Class 35 contains 5224 members 
Mstep: Class 36 contains 59372 members 
Mstep: Class 37 contains 57201 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 17832 members 
Mstep: Class 40 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126732.000000 Penalty: 132893.640625
Iteration 64Q: 41 clusters Score -5.112673e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 15113 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 9939 members 
Mstep: Class 5 contains 15718 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 1947 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 22271 members 
Mstep: Class 17 contains 51646 members 
Mstep: Class 18 contains 15705 members 
Mstep: Class 19 contains 29902 members 
Mstep: Class 20 contains 60749 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26538 members 
Mstep: Class 23 contains 6817 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8832 members 
Mstep: Class 26 contains 9199 members 
Mstep: Class 27 contains 10410 members 
Mstep: Class 28 contains 9508 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 12605 members 
Mstep: Class 31 contains 32524 members 
Mstep: Class 32 contains 23143 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 10987 members 
Mstep: Class 35 contains 5226 members 
Mstep: Class 36 contains 59366 members 
Mstep: Class 37 contains 57209 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 17840 members 
Mstep: Class 40 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51126872.000000 Penalty: 132893.640625
Iteration 65Q: 41 clusters Score -5.112687e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 15101 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 9938 members 
Mstep: Class 5 contains 15720 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27355 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 22258 members 
Mstep: Class 17 contains 51672 members 
Mstep: Class 18 contains 15703 members 
Mstep: Class 19 contains 29931 members 
Mstep: Class 20 contains 60750 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26542 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 25538 members 
Mstep: Class 25 contains 8832 members 
Mstep: Class 26 contains 9209 members 
Mstep: Class 27 contains 10410 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 3414 members 
Mstep: Class 30 contains 12606 members 
Mstep: Class 31 contains 32522 members 
Mstep: Class 32 contains 23152 members 
Mstep: Class 33 contains 4195 members 
Mstep: Class 34 contains 10966 members 
Mstep: Class 35 contains 5234 members 
Mstep: Class 36 contains 59364 members 
Mstep: Class 37 contains 57221 members 
Mstep: Class 38 contains 3604 members 
Mstep: Class 39 contains 17839 members 
Mstep: Class 40 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127072.000000 Penalty: 132893.640625
Iteration 66Q: 41 clusters Score -5.112707e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 15088 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 15722 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 1917 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27353 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 1621 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 16 contains 22237 members 
Mstep: Class 17 contains 51696 members 
Mstep: Class 18 contains 15699 members 
Mstep: Class 19 contains 29962 members 
Mstep: Class 20 contains 60751 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26540 members 
Mstep: Class 23 contains 6873 members 
Mstep: Class 24 contains 25540 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9219 members 
Mstep: Class 27 contains 10410 members 
Mstep: Class 28 contains 9506 members 
Mstep: Class 29 contains 3417 members 
Mstep: Class 30 contains 12606 members 
Mstep: Class 31 contains 32522 members 
Mstep: Class 32 contains 23163 members 
Mstep: Class 33 contains 4161 members 
Mstep: Class 34 contains 10945 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 59369 members 
Mstep: Class 37 contains 57230 members 
Mstep: Class 38 contains 3604 members 
Mstep: Class 39 contains 17836 members 
Mstep: Class 40 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127212.000000 Penalty: 132893.640625
Iteration 67Q: 41 clusters Score -5.112721e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 15077 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 15723 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27353 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 1622 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 22223 members 
Mstep: Class 17 contains 51714 members 
Mstep: Class 18 contains 15695 members 
Mstep: Class 19 contains 29988 members 
Mstep: Class 20 contains 60754 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26538 members 
Mstep: Class 23 contains 6902 members 
Mstep: Class 24 contains 25543 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9234 members 
Mstep: Class 27 contains 10410 members 
Mstep: Class 28 contains 9506 members 
Mstep: Class 29 contains 3416 members 
Mstep: Class 30 contains 12611 members 
Mstep: Class 31 contains 32526 members 
Mstep: Class 32 contains 23172 members 
Mstep: Class 33 contains 4129 members 
Mstep: Class 34 contains 10924 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 59368 members 
Mstep: Class 37 contains 57240 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 17831 members 
Mstep: Class 40 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127200.000000 Penalty: 132893.640625
Iteration 68Q: 41 clusters Score -5.11272e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 15068 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 15727 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 22199 members 
Mstep: Class 17 contains 51735 members 
Mstep: Class 18 contains 15694 members 
Mstep: Class 19 contains 30010 members 
Mstep: Class 20 contains 60756 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26538 members 
Mstep: Class 23 contains 6927 members 
Mstep: Class 24 contains 25544 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9237 members 
Mstep: Class 27 contains 10410 members 
Mstep: Class 28 contains 9504 members 
Mstep: Class 29 contains 3418 members 
Mstep: Class 30 contains 12615 members 
Mstep: Class 31 contains 32529 members 
Mstep: Class 32 contains 23180 members 
Mstep: Class 33 contains 4097 members 
Mstep: Class 34 contains 10896 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 59362 members 
Mstep: Class 37 contains 57251 members 
Mstep: Class 38 contains 3604 members 
Mstep: Class 39 contains 17832 members 
Mstep: Class 40 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127364.000000 Penalty: 132893.640625
Iteration 69Q: 41 clusters Score -5.112736e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 15054 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 15736 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 1882 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 22188 members 
Mstep: Class 17 contains 51754 members 
Mstep: Class 18 contains 15694 members 
Mstep: Class 19 contains 30029 members 
Mstep: Class 20 contains 60755 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26539 members 
Mstep: Class 23 contains 6939 members 
Mstep: Class 24 contains 25539 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9241 members 
Mstep: Class 27 contains 10411 members 
Mstep: Class 28 contains 9499 members 
Mstep: Class 29 contains 3421 members 
Mstep: Class 30 contains 12620 members 
Mstep: Class 31 contains 32528 members 
Mstep: Class 32 contains 23190 members 
Mstep: Class 33 contains 4068 members 
Mstep: Class 34 contains 10882 members 
Mstep: Class 35 contains 5256 members 
Mstep: Class 36 contains 59350 members 
Mstep: Class 37 contains 57260 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 17831 members 
Mstep: Class 40 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127388.000000 Penalty: 132893.640625
Iteration 70Q: 41 clusters Score -5.112739e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 15744 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 3722 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 22176 members 
Mstep: Class 17 contains 51765 members 
Mstep: Class 18 contains 15690 members 
Mstep: Class 19 contains 30050 members 
Mstep: Class 20 contains 60756 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26536 members 
Mstep: Class 23 contains 6949 members 
Mstep: Class 24 contains 25536 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9251 members 
Mstep: Class 27 contains 10408 members 
Mstep: Class 28 contains 9497 members 
Mstep: Class 29 contains 3426 members 
Mstep: Class 30 contains 12625 members 
Mstep: Class 31 contains 32527 members 
Mstep: Class 32 contains 23193 members 
Mstep: Class 33 contains 4039 members 
Mstep: Class 34 contains 10872 members 
Mstep: Class 35 contains 5259 members 
Mstep: Class 36 contains 59358 members 
Mstep: Class 37 contains 57271 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 17829 members 
Mstep: Class 40 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127432.000000 Penalty: 132893.640625
Iteration 71Q: 41 clusters Score -5.112743e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 15036 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9936 members 
Mstep: Class 5 contains 15750 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2284 members 
Mstep: Class 8 contains 1874 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4964 members 
Mstep: Class 16 contains 22166 members 
Mstep: Class 17 contains 51773 members 
Mstep: Class 18 contains 15687 members 
Mstep: Class 19 contains 30075 members 
Mstep: Class 20 contains 60760 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26537 members 
Mstep: Class 23 contains 6961 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8830 members 
Mstep: Class 26 contains 9256 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 9493 members 
Mstep: Class 29 contains 3424 members 
Mstep: Class 30 contains 12630 members 
Mstep: Class 31 contains 32529 members 
Mstep: Class 32 contains 23198 members 
Mstep: Class 33 contains 4028 members 
Mstep: Class 34 contains 10861 members 
Mstep: Class 35 contains 5270 members 
Mstep: Class 36 contains 59367 members 
Mstep: Class 37 contains 57280 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 17830 members 
Mstep: Class 40 contains 3445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127488.000000 Penalty: 132893.640625
Iteration 72Q: 41 clusters Score -5.112749e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 9933 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 1868 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 4967 members 
Mstep: Class 16 contains 22158 members 
Mstep: Class 17 contains 51779 members 
Mstep: Class 18 contains 15686 members 
Mstep: Class 19 contains 30093 members 
Mstep: Class 20 contains 60766 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26538 members 
Mstep: Class 23 contains 6975 members 
Mstep: Class 24 contains 25538 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9259 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 9492 members 
Mstep: Class 29 contains 3426 members 
Mstep: Class 30 contains 12633 members 
Mstep: Class 31 contains 32529 members 
Mstep: Class 32 contains 23207 members 
Mstep: Class 33 contains 4020 members 
Mstep: Class 34 contains 10845 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 36 contains 59367 members 
Mstep: Class 37 contains 57283 members 
Mstep: Class 38 contains 3601 members 
Mstep: Class 39 contains 17833 members 
Mstep: Class 40 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127500.000000 Penalty: 132893.640625
Iteration 73Q: 41 clusters Score -5.11275e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 15016 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15755 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1860 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 22153 members 
Mstep: Class 17 contains 51784 members 
Mstep: Class 18 contains 15686 members 
Mstep: Class 19 contains 30113 members 
Mstep: Class 20 contains 60772 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26533 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 25545 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9274 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 9490 members 
Mstep: Class 29 contains 3430 members 
Mstep: Class 30 contains 12635 members 
Mstep: Class 31 contains 32528 members 
Mstep: Class 32 contains 23215 members 
Mstep: Class 33 contains 4012 members 
Mstep: Class 34 contains 10834 members 
Mstep: Class 35 contains 5283 members 
Mstep: Class 36 contains 59363 members 
Mstep: Class 37 contains 57290 members 
Mstep: Class 38 contains 3601 members 
Mstep: Class 39 contains 17832 members 
Mstep: Class 40 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127564.000000 Penalty: 132893.640625
Iteration 74Q: 41 clusters Score -5.112756e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 14999 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15761 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 22149 members 
Mstep: Class 17 contains 51788 members 
Mstep: Class 18 contains 15690 members 
Mstep: Class 19 contains 30137 members 
Mstep: Class 20 contains 60774 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26538 members 
Mstep: Class 23 contains 7018 members 
Mstep: Class 24 contains 25546 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 9290 members 
Mstep: Class 27 contains 10406 members 
Mstep: Class 28 contains 9488 members 
Mstep: Class 29 contains 3433 members 
Mstep: Class 30 contains 12640 members 
Mstep: Class 31 contains 32527 members 
Mstep: Class 32 contains 23227 members 
Mstep: Class 33 contains 4007 members 
Mstep: Class 34 contains 10827 members 
Mstep: Class 35 contains 5289 members 
Mstep: Class 36 contains 59347 members 
Mstep: Class 37 contains 57294 members 
Mstep: Class 38 contains 3600 members 
Mstep: Class 39 contains 17829 members 
Mstep: Class 40 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127580.000000 Penalty: 132893.640625
Iteration 75Q: 41 clusters Score -5.112758e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 14986 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9930 members 
Mstep: Class 5 contains 15765 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1847 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22150 members 
Mstep: Class 17 contains 51797 members 
Mstep: Class 18 contains 15690 members 
Mstep: Class 19 contains 30157 members 
Mstep: Class 20 contains 60771 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26541 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 25542 members 
Mstep: Class 25 contains 8829 members 
Mstep: Class 26 contains 9309 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9483 members 
Mstep: Class 29 contains 3437 members 
Mstep: Class 30 contains 12641 members 
Mstep: Class 31 contains 32519 members 
Mstep: Class 32 contains 23236 members 
Mstep: Class 33 contains 4000 members 
Mstep: Class 34 contains 10826 members 
Mstep: Class 35 contains 5291 members 
Mstep: Class 36 contains 59330 members 
Mstep: Class 37 contains 57299 members 
Mstep: Class 38 contains 3600 members 
Mstep: Class 39 contains 17827 members 
Mstep: Class 40 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127652.000000 Penalty: 132893.640625
Iteration 76Q: 41 clusters Score -5.112765e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 14979 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9930 members 
Mstep: Class 5 contains 15773 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1843 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27350 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 1624 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4947 members 
Mstep: Class 16 contains 22148 members 
Mstep: Class 17 contains 51809 members 
Mstep: Class 18 contains 15688 members 
Mstep: Class 19 contains 30167 members 
Mstep: Class 20 contains 60775 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26548 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 25543 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9307 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9477 members 
Mstep: Class 29 contains 3438 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 32513 members 
Mstep: Class 32 contains 23243 members 
Mstep: Class 33 contains 3998 members 
Mstep: Class 34 contains 10824 members 
Mstep: Class 35 contains 5295 members 
Mstep: Class 36 contains 59323 members 
Mstep: Class 37 contains 57303 members 
Mstep: Class 38 contains 3601 members 
Mstep: Class 39 contains 17827 members 
Mstep: Class 40 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127640.000000 Penalty: 132893.640625
Iteration 77Q: 41 clusters Score -5.112764e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 14973 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9930 members 
Mstep: Class 5 contains 15779 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2288 members 
Mstep: Class 8 contains 1842 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27351 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 1625 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 22144 members 
Mstep: Class 17 contains 51817 members 
Mstep: Class 18 contains 15686 members 
Mstep: Class 19 contains 30179 members 
Mstep: Class 20 contains 60775 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26552 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 25542 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9314 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9459 members 
Mstep: Class 29 contains 3438 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 32509 members 
Mstep: Class 32 contains 23248 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10826 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 36 contains 59316 members 
Mstep: Class 37 contains 57305 members 
Mstep: Class 38 contains 3604 members 
Mstep: Class 39 contains 17825 members 
Mstep: Class 40 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51127540.000000 Penalty: 132893.640625
Iteration 78Q: 41 clusters Score -5.112754e+07 nChanged 149
Entering ConstructFrom: 
Score: -51127540.000000 Penalty: 132893.640625
Entering ConstructFrom: 
Trying to split cluster 1 (39203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Entering Unmasked Estep 
Score: -3263899.750000 Penalty: 2622.974121
	Iteration 0F: 2 clusters Score -3263900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3237461.750000 Penalty: 5245.948242
	Iteration 0F: 3 clusters Score -3237462 nChanged 17765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3247012.750000 Penalty: 5245.948242
	Iteration 1F: 3 clusters Score -3247013 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3247503.500000 Penalty: 5245.948242
	Iteration 2Q: 3 clusters Score -3247504 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3247978.000000 Penalty: 5245.948242
	Iteration 3Q: 3 clusters Score -3247978 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3248551.250000 Penalty: 5245.948242
	Iteration 4Q: 3 clusters Score -3248551 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3249285.000000 Penalty: 5245.948242
	Iteration 5Q: 3 clusters Score -3249285 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3250278.500000 Penalty: 5245.948242
	Iteration 6Q: 3 clusters Score -3250278 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3251785.000000 Penalty: 5245.948242
	Iteration 7F: 3 clusters Score -3251785 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3253935.750000 Penalty: 5245.948242
	Iteration 8F: 3 clusters Score -3253936 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3256495.250000 Penalty: 5245.948242
	Iteration 9F: 3 clusters Score -3256495 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3258923.250000 Penalty: 5245.948242
	Iteration 10F: 3 clusters Score -3258923 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3260513.000000 Penalty: 5245.948242
	Iteration 11Q: 3 clusters Score -3260513 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3261174.500000 Penalty: 5245.948242
	Iteration 12Q: 3 clusters Score -3261174 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3261447.000000 Penalty: 5245.948242
	Iteration 13Q: 3 clusters Score -3261447 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3261582.750000 Penalty: 5245.948242
	Iteration 14Q: 3 clusters Score -3261583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3261661.750000 Penalty: 5245.948242
	Iteration 15Q: 3 clusters Score -3261662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3261705.750000 Penalty: 5245.948242
	Iteration 16Q: 3 clusters Score -3261706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3261720.000000 Penalty: 5245.948242
	Iteration 17Q: 3 clusters Score -3261720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3261733.250000 Penalty: 5245.948242
	Iteration 18Q: 3 clusters Score -3261733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3261739.750000 Penalty: 5245.948242
	Iteration 19Q: 3 clusters Score -3261740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3261743.500000 Penalty: 5245.948242
	Iteration 20F: 3 clusters Score -3261744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3261747.500000 Penalty: 5245.948242
	Iteration 21Q: 3 clusters Score -3261748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3261744.750000 Penalty: 5245.948242
	Iteration 22Q: 3 clusters Score -3261745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3261751.750000 Penalty: 5245.948242
	Iteration 23Q: 3 clusters Score -3261752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3261751.250000 Penalty: 5245.948242
	Iteration 24Q: 3 clusters Score -3261751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3261753.500000 Penalty: 5245.948242
	Iteration 25Q: 3 clusters Score -3261754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3261753.500000 Penalty: 5245.948242
	Iteration 26F: 3 clusters Score -3261754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Entering Unmasked Estep 
Score: -1239522.500000 Penalty: 2384.173340
	Iteration 0F: 2 clusters Score -1239522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1228728.750000 Penalty: 4768.346680
	Iteration 0F: 3 clusters Score -1228729 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1232160.125000 Penalty: 4768.346680
	Iteration 1F: 3 clusters Score -1232160 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1232647.875000 Penalty: 4768.346680
	Iteration 2F: 3 clusters Score -1232648 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1233123.000000 Penalty: 4768.346680
	Iteration 3F: 3 clusters Score -1233123 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1233653.875000 Penalty: 4768.346680
	Iteration 4F: 3 clusters Score -1233654 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1234262.500000 Penalty: 4768.346680
	Iteration 5F: 3 clusters Score -1234262 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1234890.375000 Penalty: 4768.346680
	Iteration 6F: 3 clusters Score -1234890 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1235491.125000 Penalty: 4768.346680
	Iteration 7F: 3 clusters Score -1235491 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1236149.375000 Penalty: 4768.346680
	Iteration 8F: 3 clusters Score -1236149 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1236710.250000 Penalty: 4768.346680
	Iteration 9F: 3 clusters Score -1236710 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1237072.250000 Penalty: 4768.346680
	Iteration 10Q: 3 clusters Score -1237072 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1237282.125000 Penalty: 4768.346680
	Iteration 11Q: 3 clusters Score -1237282 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1237389.875000 Penalty: 4768.346680
	Iteration 12Q: 3 clusters Score -1237390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1237469.125000 Penalty: 4768.346680
	Iteration 13Q: 3 clusters Score -1237469 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1237517.375000 Penalty: 4768.346680
	Iteration 14Q: 3 clusters Score -1237517 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1237560.250000 Penalty: 4768.346680
	Iteration 15Q: 3 clusters Score -1237560 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1237580.500000 Penalty: 4768.346680
	Iteration 16Q: 3 clusters Score -1237580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1237599.375000 Penalty: 4768.346680
	Iteration 17Q: 3 clusters Score -1237599 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1237618.250000 Penalty: 4768.346680
	Iteration 18Q: 3 clusters Score -1237618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1237635.750000 Penalty: 4768.346680
	Iteration 19Q: 3 clusters Score -1237636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1237652.875000 Penalty: 4768.346680
	Iteration 20F: 3 clusters Score -1237653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1237663.125000 Penalty: 4768.346680
	Iteration 21Q: 3 clusters Score -1237663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1237682.500000 Penalty: 4768.346680
	Iteration 22Q: 3 clusters Score -1237682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1237695.500000 Penalty: 4768.346680
	Iteration 23Q: 3 clusters Score -1237696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1237714.750000 Penalty: 4768.346680
	Iteration 24Q: 3 clusters Score -1237715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1237723.125000 Penalty: 4768.346680
	Iteration 25Q: 3 clusters Score -1237723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1237737.500000 Penalty: 4768.346680
	Iteration 26Q: 3 clusters Score -1237738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1237743.625000 Penalty: 4768.346680
	Iteration 27Q: 3 clusters Score -1237744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1237746.125000 Penalty: 4768.346680
	Iteration 28Q: 3 clusters Score -1237746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1237754.500000 Penalty: 4768.346680
	Iteration 29Q: 3 clusters Score -1237754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1237763.375000 Penalty: 4768.346680
	Iteration 30Q: 3 clusters Score -1237763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1237769.875000 Penalty: 4768.346680
	Iteration 31Q: 3 clusters Score -1237770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1237770.625000 Penalty: 4768.346680
	Iteration 32Q: 3 clusters Score -1237771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1237776.000000 Penalty: 4768.346680
	Iteration 33Q: 3 clusters Score -1237776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1237782.500000 Penalty: 4768.346680
	Iteration 34Q: 3 clusters Score -1237782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1237787.625000 Penalty: 4768.346680
	Iteration 35Q: 3 clusters Score -1237788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1237789.125000 Penalty: 4768.346680
	Iteration 36Q: 3 clusters Score -1237789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1237798.375000 Penalty: 4768.346680
	Iteration 37Q: 3 clusters Score -1237798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1237803.750000 Penalty: 4768.346680
	Iteration 38Q: 3 clusters Score -1237804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1237806.375000 Penalty: 4768.346680
	Iteration 39Q: 3 clusters Score -1237806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1237810.750000 Penalty: 4768.346680
	Iteration 40F: 3 clusters Score -1237811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1237816.375000 Penalty: 4768.346680
	Iteration 41Q: 3 clusters Score -1237816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1237822.375000 Penalty: 4768.346680
	Iteration 42Q: 3 clusters Score -1237822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1237828.625000 Penalty: 4768.346680
	Iteration 43Q: 3 clusters Score -1237829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1237833.875000 Penalty: 4768.346680
	Iteration 44Q: 3 clusters Score -1237834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1237843.500000 Penalty: 4768.346680
	Iteration 45Q: 3 clusters Score -1237844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1237840.875000 Penalty: 4768.346680
	Iteration 46Q: 3 clusters Score -1237841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1237843.750000 Penalty: 4768.346680
	Iteration 47Q: 3 clusters Score -1237844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1237843.875000 Penalty: 4768.346680
	Iteration 48Q: 3 clusters Score -1237844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1237846.125000 Penalty: 4768.346680
	Iteration 49Q: 3 clusters Score -1237846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1237848.000000 Penalty: 4768.346680
	Iteration 50Q: 3 clusters Score -1237848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1237851.625000 Penalty: 4768.346680
	Iteration 51Q: 3 clusters Score -1237852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1237852.875000 Penalty: 4768.346680
	Iteration 52Q: 3 clusters Score -1237853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1237854.875000 Penalty: 4768.346680
	Iteration 53Q: 3 clusters Score -1237855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1237856.500000 Penalty: 4768.346680
	Iteration 54Q: 3 clusters Score -1237856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1237859.625000 Penalty: 4768.346680
	Iteration 55Q: 3 clusters Score -1237860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1237864.875000 Penalty: 4768.346680
	Iteration 56Q: 3 clusters Score -1237865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1237864.250000 Penalty: 4768.346680
	Iteration 57Q: 3 clusters Score -1237864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1237862.125000 Penalty: 4768.346680
	Iteration 58Q: 3 clusters Score -1237862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1237863.250000 Penalty: 4768.346680
	Iteration 59Q: 3 clusters Score -1237863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1237863.750000 Penalty: 4768.346680
	Iteration 60F: 3 clusters Score -1237864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1237862.000000 Penalty: 4768.346680
	Iteration 61Q: 3 clusters Score -1237862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1237862.875000 Penalty: 4768.346680
	Iteration 62Q: 3 clusters Score -1237863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1237865.875000 Penalty: 4768.346680
	Iteration 63Q: 3 clusters Score -1237866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1237864.750000 Penalty: 4768.346680
	Iteration 64Q: 3 clusters Score -1237865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1237863.000000 Penalty: 4768.346680
	Iteration 65Q: 3 clusters Score -1237863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1237866.875000 Penalty: 4768.346680
	Iteration 66Q: 3 clusters Score -1237867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1237868.375000 Penalty: 4768.346680
	Iteration 67Q: 3 clusters Score -1237868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1237867.875000 Penalty: 4768.346680
	Iteration 68Q: 3 clusters Score -1237868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1237873.500000 Penalty: 4768.346680
	Iteration 69Q: 3 clusters Score -1237874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1237870.500000 Penalty: 4768.346680
	Iteration 70Q: 3 clusters Score -1237870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1237868.375000 Penalty: 4768.346680
	Iteration 71Q: 3 clusters Score -1237868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1237873.250000 Penalty: 4768.346680
	Iteration 72Q: 3 clusters Score -1237873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1237872.250000 Penalty: 4768.346680
	Iteration 73Q: 3 clusters Score -1237872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1237875.250000 Penalty: 4768.346680
	Iteration 74Q: 3 clusters Score -1237875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1237876.125000 Penalty: 4768.346680
	Iteration 75Q: 3 clusters Score -1237876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1237873.000000 Penalty: 4768.346680
	Iteration 76Q: 3 clusters Score -1237873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1237874.125000 Penalty: 4768.346680
	Iteration 77Q: 3 clusters Score -1237874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1237875.125000 Penalty: 4768.346680
	Iteration 78Q: 3 clusters Score -1237875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1237876.000000 Penalty: 4768.346680
	Iteration 79Q: 3 clusters Score -1237876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1237877.750000 Penalty: 4768.346680
	Iteration 80F: 3 clusters Score -1237878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1237880.000000 Penalty: 4768.346680
	Iteration 81Q: 3 clusters Score -1237880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1237882.000000 Penalty: 4768.346680
	Iteration 82Q: 3 clusters Score -1237882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1237882.250000 Penalty: 4768.346680
	Iteration 83Q: 3 clusters Score -1237882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1237885.375000 Penalty: 4768.346680
	Iteration 84Q: 3 clusters Score -1237885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1237888.625000 Penalty: 4768.346680
	Iteration 85Q: 3 clusters Score -1237889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1237890.125000 Penalty: 4768.346680
	Iteration 86Q: 3 clusters Score -1237890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1237892.375000 Penalty: 4768.346680
	Iteration 87Q: 3 clusters Score -1237892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1237895.125000 Penalty: 4768.346680
	Iteration 88Q: 3 clusters Score -1237895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1237895.500000 Penalty: 4768.346680
	Iteration 89Q: 3 clusters Score -1237896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1237896.625000 Penalty: 4768.346680
	Iteration 90Q: 3 clusters Score -1237897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1237896.750000 Penalty: 4768.346680
	Iteration 91Q: 3 clusters Score -1237897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1237900.250000 Penalty: 4768.346680
	Iteration 92Q: 3 clusters Score -1237900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1237896.625000 Penalty: 4768.346680
	Iteration 93Q: 3 clusters Score -1237897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1237900.500000 Penalty: 4768.346680
	Iteration 94Q: 3 clusters Score -1237900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1237900.875000 Penalty: 4768.346680
	Iteration 95Q: 3 clusters Score -1237901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1237902.750000 Penalty: 4768.346680
	Iteration 96Q: 3 clusters Score -1237903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1237906.750000 Penalty: 4768.346680
	Iteration 97Q: 3 clusters Score -1237907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1237906.875000 Penalty: 4768.346680
	Iteration 98Q: 3 clusters Score -1237907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1237908.375000 Penalty: 4768.346680
	Iteration 99Q: 3 clusters Score -1237908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1237908.125000 Penalty: 4768.346680
	Iteration 100F: 3 clusters Score -1237908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1237909.500000 Penalty: 4768.346680
	Iteration 101Q: 3 clusters Score -1237910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1237913.125000 Penalty: 4768.346680
	Iteration 102Q: 3 clusters Score -1237913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1237916.625000 Penalty: 4768.346680
	Iteration 103Q: 3 clusters Score -1237917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1237915.375000 Penalty: 4768.346680
	Iteration 104Q: 3 clusters Score -1237915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1237920.875000 Penalty: 4768.346680
	Iteration 105Q: 3 clusters Score -1237921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1237919.125000 Penalty: 4768.346680
	Iteration 106Q: 3 clusters Score -1237919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1237922.625000 Penalty: 4768.346680
	Iteration 107Q: 3 clusters Score -1237923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1237924.250000 Penalty: 4768.346680
	Iteration 108Q: 3 clusters Score -1237924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1237927.125000 Penalty: 4768.346680
	Iteration 109Q: 3 clusters Score -1237927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1237928.375000 Penalty: 4768.346680
	Iteration 110Q: 3 clusters Score -1237928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1237929.625000 Penalty: 4768.346680
	Iteration 111Q: 3 clusters Score -1237930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1237929.375000 Penalty: 4768.346680
	Iteration 112Q: 3 clusters Score -1237929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1237931.500000 Penalty: 4768.346680
	Iteration 113Q: 3 clusters Score -1237932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1237933.125000 Penalty: 4768.346680
	Iteration 114Q: 3 clusters Score -1237933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1237935.000000 Penalty: 4768.346680
	Iteration 115Q: 3 clusters Score -1237935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1237935.250000 Penalty: 4768.346680
	Iteration 116Q: 3 clusters Score -1237935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1237940.000000 Penalty: 4768.346680
	Iteration 117Q: 3 clusters Score -1237940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1237943.625000 Penalty: 4768.346680
	Iteration 118Q: 3 clusters Score -1237944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1237946.500000 Penalty: 4768.346680
	Iteration 119Q: 3 clusters Score -1237946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1237947.000000 Penalty: 4768.346680
	Iteration 120F: 3 clusters Score -1237947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1237949.625000 Penalty: 4768.346680
	Iteration 121Q: 3 clusters Score -1237950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1237952.375000 Penalty: 4768.346680
	Iteration 122Q: 3 clusters Score -1237952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1237951.625000 Penalty: 4768.346680
	Iteration 123Q: 3 clusters Score -1237952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1237954.250000 Penalty: 4768.346680
	Iteration 124Q: 3 clusters Score -1237954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1237955.000000 Penalty: 4768.346680
	Iteration 125Q: 3 clusters Score -1237955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1237957.625000 Penalty: 4768.346680
	Iteration 126Q: 3 clusters Score -1237958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1237958.125000 Penalty: 4768.346680
	Iteration 127Q: 3 clusters Score -1237958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1237960.500000 Penalty: 4768.346680
	Iteration 128Q: 3 clusters Score -1237960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1237960.375000 Penalty: 4768.346680
	Iteration 129Q: 3 clusters Score -1237960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1237962.250000 Penalty: 4768.346680
	Iteration 130Q: 3 clusters Score -1237962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1237965.000000 Penalty: 4768.346680
	Iteration 131Q: 3 clusters Score -1237965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1237967.250000 Penalty: 4768.346680
	Iteration 132Q: 3 clusters Score -1237967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1237972.000000 Penalty: 4768.346680
	Iteration 133Q: 3 clusters Score -1237972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1237970.500000 Penalty: 4768.346680
	Iteration 134Q: 3 clusters Score -1237970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1237972.125000 Penalty: 4768.346680
	Iteration 135Q: 3 clusters Score -1237972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1237972.125000 Penalty: 4768.346680
	Iteration 136Q: 3 clusters Score -1237972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1237975.250000 Penalty: 4768.346680
	Iteration 137Q: 3 clusters Score -1237975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1237975.125000 Penalty: 4768.346680
	Iteration 138Q: 3 clusters Score -1237975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1237976.250000 Penalty: 4768.346680
	Iteration 139Q: 3 clusters Score -1237976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1237979.250000 Penalty: 4768.346680
	Iteration 140F: 3 clusters Score -1237979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1237975.500000 Penalty: 4768.346680
	Iteration 141Q: 3 clusters Score -1237976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1237981.500000 Penalty: 4768.346680
	Iteration 142Q: 3 clusters Score -1237982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1237978.375000 Penalty: 4768.346680
	Iteration 143Q: 3 clusters Score -1237978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1237979.250000 Penalty: 4768.346680
	Iteration 144Q: 3 clusters Score -1237979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1237978.750000 Penalty: 4768.346680
	Iteration 145Q: 3 clusters Score -1237979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1237981.625000 Penalty: 4768.346680
	Iteration 146Q: 3 clusters Score -1237982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1237983.250000 Penalty: 4768.346680
	Iteration 147Q: 3 clusters Score -1237983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1237985.750000 Penalty: 4768.346680
	Iteration 148Q: 3 clusters Score -1237986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1237986.750000 Penalty: 4768.346680
	Iteration 149Q: 3 clusters Score -1237987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1237990.000000 Penalty: 4768.346680
	Iteration 150Q: 3 clusters Score -1237990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1237993.375000 Penalty: 4768.346680
	Iteration 151Q: 3 clusters Score -1237993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1237992.125000 Penalty: 4768.346680
	Iteration 152Q: 3 clusters Score -1237992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1237997.875000 Penalty: 4768.346680
	Iteration 153Q: 3 clusters Score -1237998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1238000.125000 Penalty: 4768.346680
	Iteration 154Q: 3 clusters Score -1238000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1238004.625000 Penalty: 4768.346680
	Iteration 155Q: 3 clusters Score -1238005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1238003.750000 Penalty: 4768.346680
	Iteration 156Q: 3 clusters Score -1238004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1238007.125000 Penalty: 4768.346680
	Iteration 157Q: 3 clusters Score -1238007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1238006.625000 Penalty: 4768.346680
	Iteration 158Q: 3 clusters Score -1238007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1238007.750000 Penalty: 4768.346680
	Iteration 159Q: 3 clusters Score -1238008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1238009.000000 Penalty: 4768.346680
	Iteration 160F: 3 clusters Score -1238009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1238013.250000 Penalty: 4768.346680
	Iteration 161Q: 3 clusters Score -1238013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1238013.750000 Penalty: 4768.346680
	Iteration 162Q: 3 clusters Score -1238014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1238018.625000 Penalty: 4768.346680
	Iteration 163Q: 3 clusters Score -1238019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1238018.000000 Penalty: 4768.346680
	Iteration 164Q: 3 clusters Score -1238018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1238019.000000 Penalty: 4768.346680
	Iteration 165Q: 3 clusters Score -1238019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1238023.875000 Penalty: 4768.346680
	Iteration 166Q: 3 clusters Score -1238024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1238024.000000 Penalty: 4768.346680
	Iteration 167Q: 3 clusters Score -1238024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1238035.625000 Penalty: 4768.346680
	Iteration 168Q: 3 clusters Score -1238036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1238031.000000 Penalty: 4768.346680
	Iteration 169Q: 3 clusters Score -1238031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1238037.625000 Penalty: 4768.346680
	Iteration 170Q: 3 clusters Score -1238038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1238037.250000 Penalty: 4768.346680
	Iteration 171Q: 3 clusters Score -1238037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1238041.375000 Penalty: 4768.346680
	Iteration 172Q: 3 clusters Score -1238041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1238040.000000 Penalty: 4768.346680
	Iteration 173Q: 3 clusters Score -1238040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1238044.500000 Penalty: 4768.346680
	Iteration 174Q: 3 clusters Score -1238044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1238046.750000 Penalty: 4768.346680
	Iteration 175Q: 3 clusters Score -1238047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1238045.625000 Penalty: 4768.346680
	Iteration 176Q: 3 clusters Score -1238046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1238044.500000 Penalty: 4768.346680
	Iteration 177Q: 3 clusters Score -1238044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1238044.500000 Penalty: 4768.346680
	Iteration 178Q: 3 clusters Score -1238044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1238047.500000 Penalty: 4768.346680
	Iteration 179Q: 3 clusters Score -1238048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1238049.375000 Penalty: 4768.346680
	Iteration 180F: 3 clusters Score -1238049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1238047.250000 Penalty: 4768.346680
	Iteration 181Q: 3 clusters Score -1238047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1238050.125000 Penalty: 4768.346680
	Iteration 182Q: 3 clusters Score -1238050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1238051.750000 Penalty: 4768.346680
	Iteration 183Q: 3 clusters Score -1238052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1238052.625000 Penalty: 4768.346680
	Iteration 184Q: 3 clusters Score -1238053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1238054.125000 Penalty: 4768.346680
	Iteration 185Q: 3 clusters Score -1238054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1238050.125000 Penalty: 4768.346680
	Iteration 186Q: 3 clusters Score -1238050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1238052.125000 Penalty: 4768.346680
	Iteration 187Q: 3 clusters Score -1238052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1238054.375000 Penalty: 4768.346680
	Iteration 188Q: 3 clusters Score -1238054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1238055.875000 Penalty: 4768.346680
	Iteration 189Q: 3 clusters Score -1238056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1238062.250000 Penalty: 4768.346680
	Iteration 190Q: 3 clusters Score -1238062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1238059.375000 Penalty: 4768.346680
	Iteration 191Q: 3 clusters Score -1238059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1238059.125000 Penalty: 4768.346680
	Iteration 192Q: 3 clusters Score -1238059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1238064.250000 Penalty: 4768.346680
	Iteration 193Q: 3 clusters Score -1238064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1238064.375000 Penalty: 4768.346680
	Iteration 194Q: 3 clusters Score -1238064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1238063.250000 Penalty: 4768.346680
	Iteration 195Q: 3 clusters Score -1238063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1238061.000000 Penalty: 4768.346680
	Iteration 196Q: 3 clusters Score -1238061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1238061.250000 Penalty: 4768.346680
	Iteration 197Q: 3 clusters Score -1238061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1238061.500000 Penalty: 4768.346680
	Iteration 198Q: 3 clusters Score -1238062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1238062.500000 Penalty: 4768.346680
	Iteration 199Q: 3 clusters Score -1238062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1238063.125000 Penalty: 4768.346680
	Iteration 200F: 3 clusters Score -1238063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -170644.250000 Penalty: 1906.623291
	Iteration 0F: 2 clusters Score -170644.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -167886.500000 Penalty: 3813.246582
	Iteration 0F: 3 clusters Score -167886.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -168505.734375 Penalty: 3813.246582
	Iteration 1F: 3 clusters Score -168505.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -168722.203125 Penalty: 3813.246582
	Iteration 2F: 3 clusters Score -168722.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -168924.593750 Penalty: 3813.246582
	Iteration 3F: 3 clusters Score -168924.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -169229.781250 Penalty: 3813.246582
	Iteration 4F: 3 clusters Score -169229.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -169576.531250 Penalty: 3813.246582
	Iteration 5F: 3 clusters Score -169576.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -169836.515625 Penalty: 3813.246582
	Iteration 6F: 3 clusters Score -169836.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -170086.421875 Penalty: 3813.246582
	Iteration 7F: 3 clusters Score -170086.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -170272.906250 Penalty: 3813.246582
	Iteration 8Q: 3 clusters Score -170272.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -170414.515625 Penalty: 3813.246582
	Iteration 9Q: 3 clusters Score -170414.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -170615.828125 Penalty: 3813.246582
	Iteration 10Q: 3 clusters Score -170615.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -170800.468750 Penalty: 3813.246582
	Iteration 11Q: 3 clusters Score -170800.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -170830.359375 Penalty: 3813.246582
	Iteration 12Q: 3 clusters Score -170830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -170832.375000 Penalty: 3813.246582
	Iteration 13Q: 3 clusters Score -170832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170835.109375 Penalty: 3813.246582
	Iteration 14Q: 3 clusters Score -170835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170838.250000 Penalty: 3813.246582
	Iteration 15Q: 3 clusters Score -170838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -170838.250000 Penalty: 3813.246582
	Iteration 16F: 3 clusters Score -170838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 30189 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 962 members 
Entering Unmasked Estep 
Score: -51126240.000000 Penalty: 136215.984375
Splitting cluster 3 changes total score from -51127540.000000 to -51126240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -816978.875000 Penalty: 2282.447266
	Iteration 0F: 2 clusters Score -816978.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -809316.687500 Penalty: 4564.894531
	Iteration 0F: 3 clusters Score -809316.7 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -811987.625000 Penalty: 4564.894531
	Iteration 1F: 3 clusters Score -811987.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -813071.625000 Penalty: 4564.894531
	Iteration 2F: 3 clusters Score -813071.6 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -814203.562500 Penalty: 4564.894531
	Iteration 3F: 3 clusters Score -814203.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -815258.000000 Penalty: 4564.894531
	Iteration 4F: 3 clusters Score -815258 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -816163.437500 Penalty: 4564.894531
	Iteration 5F: 3 clusters Score -816163.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -816714.937500 Penalty: 4564.894531
	Iteration 6F: 3 clusters Score -816714.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -816966.312500 Penalty: 4564.894531
	Iteration 7Q: 3 clusters Score -816966.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -817101.812500 Penalty: 4564.894531
	Iteration 8Q: 3 clusters Score -817101.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -817202.250000 Penalty: 4564.894531
	Iteration 9Q: 3 clusters Score -817202.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -817271.375000 Penalty: 4564.894531
	Iteration 10Q: 3 clusters Score -817271.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -817307.375000 Penalty: 4564.894531
	Iteration 11Q: 3 clusters Score -817307.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -817327.750000 Penalty: 4564.894531
	Iteration 12Q: 3 clusters Score -817327.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -817347.937500 Penalty: 4564.894531
	Iteration 13Q: 3 clusters Score -817347.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -817362.000000 Penalty: 4564.894531
	Iteration 14Q: 3 clusters Score -817362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -817372.875000 Penalty: 4564.894531
	Iteration 15Q: 3 clusters Score -817372.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -817392.500000 Penalty: 4564.894531
	Iteration 16Q: 3 clusters Score -817392.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -817411.625000 Penalty: 4564.894531
	Iteration 17Q: 3 clusters Score -817411.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -817421.250000 Penalty: 4564.894531
	Iteration 18Q: 3 clusters Score -817421.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -817430.000000 Penalty: 4564.894531
	Iteration 19Q: 3 clusters Score -817430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -817433.187500 Penalty: 4564.894531
	Iteration 20F: 3 clusters Score -817433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -817439.875000 Penalty: 4564.894531
	Iteration 21Q: 3 clusters Score -817439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -817442.437500 Penalty: 4564.894531
	Iteration 22Q: 3 clusters Score -817442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -817447.750000 Penalty: 4564.894531
	Iteration 23Q: 3 clusters Score -817447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -817445.687500 Penalty: 4564.894531
	Iteration 24Q: 3 clusters Score -817445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -817448.187500 Penalty: 4564.894531
	Iteration 25Q: 3 clusters Score -817448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -817448.625000 Penalty: 4564.894531
	Iteration 26Q: 3 clusters Score -817448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -817447.875000 Penalty: 4564.894531
	Iteration 27Q: 3 clusters Score -817447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -817449.312500 Penalty: 4564.894531
	Iteration 28Q: 3 clusters Score -817449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -817449.562500 Penalty: 4564.894531
	Iteration 29Q: 3 clusters Score -817449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -817448.062500 Penalty: 4564.894531
	Iteration 30Q: 3 clusters Score -817448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -817450.187500 Penalty: 4564.894531
	Iteration 31Q: 3 clusters Score -817450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -817449.687500 Penalty: 4564.894531
	Iteration 32Q: 3 clusters Score -817449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -817449.687500 Penalty: 4564.894531
	Iteration 33F: 3 clusters Score -817449.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 30189 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 2344 members 
Entering Unmasked Estep 
Score: -51126816.000000 Penalty: 136215.984375
Splitting cluster 4 changes total score from -51127540.000000 to -51126816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (15788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Entering Unmasked Estep 
Score: -1288763.500000 Penalty: 2397.417480
	Iteration 0F: 2 clusters Score -1288764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1277367.500000 Penalty: 4794.834961
	Iteration 0F: 3 clusters Score -1277368 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1281279.750000 Penalty: 4794.834961
	Iteration 1F: 3 clusters Score -1281280 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1281898.125000 Penalty: 4794.834961
	Iteration 2F: 3 clusters Score -1281898 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1282630.625000 Penalty: 4794.834961
	Iteration 3F: 3 clusters Score -1282631 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1283469.500000 Penalty: 4794.834961
	Iteration 4F: 3 clusters Score -1283470 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1284417.250000 Penalty: 4794.834961
	Iteration 5F: 3 clusters Score -1284417 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1285202.125000 Penalty: 4794.834961
	Iteration 6F: 3 clusters Score -1285202 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1285869.375000 Penalty: 4794.834961
	Iteration 7F: 3 clusters Score -1285869 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1286476.625000 Penalty: 4794.834961
	Iteration 8Q: 3 clusters Score -1286477 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1286975.125000 Penalty: 4794.834961
	Iteration 9Q: 3 clusters Score -1286975 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1287385.250000 Penalty: 4794.834961
	Iteration 10Q: 3 clusters Score -1287385 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1287686.625000 Penalty: 4794.834961
	Iteration 11Q: 3 clusters Score -1287687 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1287923.625000 Penalty: 4794.834961
	Iteration 12Q: 3 clusters Score -1287924 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1288105.375000 Penalty: 4794.834961
	Iteration 13Q: 3 clusters Score -1288105 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1288273.125000 Penalty: 4794.834961
	Iteration 14Q: 3 clusters Score -1288273 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1288387.625000 Penalty: 4794.834961
	Iteration 15Q: 3 clusters Score -1288388 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1288478.000000 Penalty: 4794.834961
	Iteration 16Q: 3 clusters Score -1288478 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1288550.125000 Penalty: 4794.834961
	Iteration 17Q: 3 clusters Score -1288550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1288609.500000 Penalty: 4794.834961
	Iteration 18Q: 3 clusters Score -1288610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1288654.375000 Penalty: 4794.834961
	Iteration 19Q: 3 clusters Score -1288654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1288690.500000 Penalty: 4794.834961
	Iteration 20F: 3 clusters Score -1288690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1288722.250000 Penalty: 4794.834961
	Iteration 21Q: 3 clusters Score -1288722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1288762.125000 Penalty: 4794.834961
	Iteration 22Q: 3 clusters Score -1288762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1288798.000000 Penalty: 4794.834961
	Iteration 23Q: 3 clusters Score -1288798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1288831.875000 Penalty: 4794.834961
	Iteration 24Q: 3 clusters Score -1288832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1288866.750000 Penalty: 4794.834961
	Iteration 25Q: 3 clusters Score -1288867 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1288896.625000 Penalty: 4794.834961
	Iteration 26Q: 3 clusters Score -1288897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1288913.500000 Penalty: 4794.834961
	Iteration 27Q: 3 clusters Score -1288914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1288937.250000 Penalty: 4794.834961
	Iteration 28Q: 3 clusters Score -1288937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1288947.000000 Penalty: 4794.834961
	Iteration 29Q: 3 clusters Score -1288947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1288956.875000 Penalty: 4794.834961
	Iteration 30Q: 3 clusters Score -1288957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1288976.875000 Penalty: 4794.834961
	Iteration 31Q: 3 clusters Score -1288977 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1288997.875000 Penalty: 4794.834961
	Iteration 32Q: 3 clusters Score -1288998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1289007.750000 Penalty: 4794.834961
	Iteration 33Q: 3 clusters Score -1289008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1289022.500000 Penalty: 4794.834961
	Iteration 34Q: 3 clusters Score -1289022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1289034.750000 Penalty: 4794.834961
	Iteration 35Q: 3 clusters Score -1289035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1289043.875000 Penalty: 4794.834961
	Iteration 36Q: 3 clusters Score -1289044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1289050.625000 Penalty: 4794.834961
	Iteration 37Q: 3 clusters Score -1289051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1289056.500000 Penalty: 4794.834961
	Iteration 38Q: 3 clusters Score -1289056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1289061.125000 Penalty: 4794.834961
	Iteration 39Q: 3 clusters Score -1289061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1289065.500000 Penalty: 4794.834961
	Iteration 40F: 3 clusters Score -1289066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1289078.500000 Penalty: 4794.834961
	Iteration 41Q: 3 clusters Score -1289078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1289078.250000 Penalty: 4794.834961
	Iteration 42Q: 3 clusters Score -1289078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1289088.500000 Penalty: 4794.834961
	Iteration 43Q: 3 clusters Score -1289088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1289093.875000 Penalty: 4794.834961
	Iteration 44Q: 3 clusters Score -1289094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1289091.625000 Penalty: 4794.834961
	Iteration 45Q: 3 clusters Score -1289092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1289094.500000 Penalty: 4794.834961
	Iteration 46Q: 3 clusters Score -1289094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1289100.875000 Penalty: 4794.834961
	Iteration 47Q: 3 clusters Score -1289101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1289098.000000 Penalty: 4794.834961
	Iteration 48Q: 3 clusters Score -1289098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1289105.875000 Penalty: 4794.834961
	Iteration 49Q: 3 clusters Score -1289106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1289104.000000 Penalty: 4794.834961
	Iteration 50Q: 3 clusters Score -1289104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1289111.625000 Penalty: 4794.834961
	Iteration 51Q: 3 clusters Score -1289112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1289112.875000 Penalty: 4794.834961
	Iteration 52Q: 3 clusters Score -1289113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1289118.250000 Penalty: 4794.834961
	Iteration 53Q: 3 clusters Score -1289118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1289117.500000 Penalty: 4794.834961
	Iteration 54Q: 3 clusters Score -1289118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1289116.750000 Penalty: 4794.834961
	Iteration 55Q: 3 clusters Score -1289117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1289117.500000 Penalty: 4794.834961
	Iteration 56Q: 3 clusters Score -1289118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1289120.250000 Penalty: 4794.834961
	Iteration 57Q: 3 clusters Score -1289120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1289119.375000 Penalty: 4794.834961
	Iteration 58Q: 3 clusters Score -1289119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1289121.125000 Penalty: 4794.834961
	Iteration 59Q: 3 clusters Score -1289121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1289126.250000 Penalty: 4794.834961
	Iteration 60F: 3 clusters Score -1289126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1289124.500000 Penalty: 4794.834961
	Iteration 61Q: 3 clusters Score -1289124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1289123.500000 Penalty: 4794.834961
	Iteration 62Q: 3 clusters Score -1289124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1289126.375000 Penalty: 4794.834961
	Iteration 63Q: 3 clusters Score -1289126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1289125.750000 Penalty: 4794.834961
	Iteration 64Q: 3 clusters Score -1289126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1289125.250000 Penalty: 4794.834961
	Iteration 65Q: 3 clusters Score -1289125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1289123.875000 Penalty: 4794.834961
	Iteration 66Q: 3 clusters Score -1289124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1289126.625000 Penalty: 4794.834961
	Iteration 67Q: 3 clusters Score -1289127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1289127.000000 Penalty: 4794.834961
	Iteration 68Q: 3 clusters Score -1289127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1289127.125000 Penalty: 4794.834961
	Iteration 69Q: 3 clusters Score -1289127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1289129.250000 Penalty: 4794.834961
	Iteration 70Q: 3 clusters Score -1289129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1289127.125000 Penalty: 4794.834961
	Iteration 71Q: 3 clusters Score -1289127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1289130.250000 Penalty: 4794.834961
	Iteration 72Q: 3 clusters Score -1289130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1289131.500000 Penalty: 4794.834961
	Iteration 73Q: 3 clusters Score -1289132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1289131.750000 Penalty: 4794.834961
	Iteration 74Q: 3 clusters Score -1289132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1289129.000000 Penalty: 4794.834961
	Iteration 75Q: 3 clusters Score -1289129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1289129.000000 Penalty: 4794.834961
	Iteration 76F: 3 clusters Score -1289129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 9827 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 30189 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 5961 members 
Entering Unmasked Estep 
Score: -51126756.000000 Penalty: 136215.984375
Splitting cluster 5 changes total score from -51127540.000000 to -51126756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -452288.187500 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -452288.2 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 2853 members 
Entering Unmasked Estep 
Score: -447362.781250 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -447362.8 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -448547.281250 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -448547.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -448770.531250 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -448770.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -448917.375000 Penalty: 4282.859863
	Iteration 3Q: 3 clusters Score -448917.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -449026.375000 Penalty: 4282.859863
	Iteration 4Q: 3 clusters Score -449026.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -449102.343750 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -449102.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -449159.031250 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -449159 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -449220.656250 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -449220.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -449269.687500 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -449269.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -449310.656250 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -449310.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -449344.937500 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -449344.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -449376.000000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -449376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -449402.937500 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -449402.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -449429.281250 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -449429.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -449461.250000 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -449461.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -449487.343750 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -449487.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -449518.187500 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -449518.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -449544.125000 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -449544.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -449578.000000 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -449578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -449621.312500 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -449621.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -449665.312500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -449665.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -449707.687500 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -449707.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -449746.968750 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -449747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -449784.187500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -449784.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -449821.906250 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -449821.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -449869.843750 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -449869.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -449910.343750 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -449910.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -449946.000000 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -449946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -449980.218750 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -449980.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -450011.343750 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -450011.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -450040.406250 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -450040.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -450061.937500 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -450061.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -450080.843750 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -450080.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -450101.593750 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -450101.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -450122.187500 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -450122.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -450145.687500 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -450145.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -450159.093750 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -450159.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -450171.000000 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -450171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -450182.187500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -450182.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -450196.906250 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -450196.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -450208.312500 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -450208.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -450215.250000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -450215.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -450222.156250 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -450222.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -450229.875000 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -450229.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -450236.718750 Penalty: 4282.859863
	Iteration 44Q: 3 clusters Score -450236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -450241.343750 Penalty: 4282.859863
	Iteration 45Q: 3 clusters Score -450241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -450244.093750 Penalty: 4282.859863
	Iteration 46Q: 3 clusters Score -450244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -450248.562500 Penalty: 4282.859863
	Iteration 47Q: 3 clusters Score -450248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -450251.562500 Penalty: 4282.859863
	Iteration 48Q: 3 clusters Score -450251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -450252.343750 Penalty: 4282.859863
	Iteration 49Q: 3 clusters Score -450252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -450253.968750 Penalty: 4282.859863
	Iteration 50Q: 3 clusters Score -450254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -450256.000000 Penalty: 4282.859863
	Iteration 51Q: 3 clusters Score -450256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -450257.093750 Penalty: 4282.859863
	Iteration 52Q: 3 clusters Score -450257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -450258.750000 Penalty: 4282.859863
	Iteration 53Q: 3 clusters Score -450258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -450260.500000 Penalty: 4282.859863
	Iteration 54Q: 3 clusters Score -450260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -450260.093750 Penalty: 4282.859863
	Iteration 55Q: 3 clusters Score -450260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -450261.031250 Penalty: 4282.859863
	Iteration 56Q: 3 clusters Score -450261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -450261.375000 Penalty: 4282.859863
	Iteration 57Q: 3 clusters Score -450261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -450261.375000 Penalty: 4282.859863
	Iteration 58F: 3 clusters Score -450261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -172268.281250 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -172268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -169494.609375 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -169494.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -170051.375000 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -170051.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -170222.687500 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -170222.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170382.671875 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -170382.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -170575.734375 Penalty: 3836.558105
	Iteration 4F: 3 clusters Score -170575.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -170743.281250 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -170743.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -170938.406250 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -170938.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -171193.328125 Penalty: 3836.558105
	Iteration 7F: 3 clusters Score -171193.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -171485.250000 Penalty: 3836.558105
	Iteration 8F: 3 clusters Score -171485.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -171749.062500 Penalty: 3836.558105
	Iteration 9F: 3 clusters Score -171749.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -172047.375000 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -172047.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -172308.640625 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -172308.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -172587.734375 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -172587.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -172928.734375 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -172928.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -173138.203125 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -173138.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173196.515625 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -173196.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173232.406250 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -173232.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -173257.156250 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -173257.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -173275.875000 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -173275.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -173301.890625 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -173301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -173352.578125 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -173352.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -173465.593750 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -173465.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -173816.468750 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -173816.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -173996.843750 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -173996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174033.265625 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -174033.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -174038.781250 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -174038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -174038.781250 Penalty: 3836.558105
	Iteration 26F: 3 clusters Score -174038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 30189 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Entering Unmasked Estep 
Score: -51127916.000000 Penalty: 136215.984375
Splitting cluster 7 changes total score from -51127540.000000 to -51127916.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -103539.976562 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -103540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -101137.210938 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -101137.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102025.984375 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -102026 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -102448.945312 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -102448.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -102750.078125 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -102750.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102900.093750 Penalty: 3728.690430
	Iteration 4F: 3 clusters Score -102900.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102972.929688 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -102972.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -103044.664062 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -103044.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -103101.710938 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -103101.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103147.882812 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -103147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -103190.156250 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -103190.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -103231.812500 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -103231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -103274.140625 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -103274.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -103315.085938 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -103315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -103353.328125 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -103353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -103380.484375 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -103380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -103383.601562 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -103383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -103384.757812 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -103384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -103386.015625 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -103386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -103386.726562 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -103386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -103387.445312 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -103387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -103398.070312 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -103398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -103423.648438 Penalty: 3728.690430
	Iteration 21Q: 3 clusters Score -103423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -103435.023438 Penalty: 3728.690430
	Iteration 22Q: 3 clusters Score -103435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -103443.968750 Penalty: 3728.690430
	Iteration 23Q: 3 clusters Score -103444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -103447.531250 Penalty: 3728.690430
	Iteration 24Q: 3 clusters Score -103447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -103449.656250 Penalty: 3728.690430
	Iteration 25Q: 3 clusters Score -103449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -103452.117188 Penalty: 3728.690430
	Iteration 26Q: 3 clusters Score -103452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -103453.703125 Penalty: 3728.690430
	Iteration 27Q: 3 clusters Score -103453.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -103453.703125 Penalty: 3728.690430
	Iteration 28F: 3 clusters Score -103453.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -280351.937500 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -280351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -276745.593750 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -276745.6 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -278091.187500 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -278091.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -278698.187500 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -278698.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -279221.625000 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -279221.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -279656.937500 Penalty: 4080.247803
	Iteration 4F: 3 clusters Score -279656.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -280062.312500 Penalty: 4080.247803
	Iteration 5F: 3 clusters Score -280062.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -280309.312500 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -280309.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -280624.500000 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -280624.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -280865.625000 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -280865.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -280937.250000 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -280937.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -280986.250000 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -280986.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -281025.937500 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -281025.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -281061.750000 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -281061.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -281097.343750 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -281097.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -281149.437500 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -281149.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -281196.843750 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -281196.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281262.500000 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -281262.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -281391.531250 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -281391.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -281606.375000 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -281606.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -281734.937500 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -281734.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -281787.937500 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -281787.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -281837.343750 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -281837.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -281857.812500 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -281857.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -281873.593750 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -281873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -281885.218750 Penalty: 4080.247803
	Iteration 24Q: 3 clusters Score -281885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -281889.968750 Penalty: 4080.247803
	Iteration 25Q: 3 clusters Score -281890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -281891.531250 Penalty: 4080.247803
	Iteration 26Q: 3 clusters Score -281891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -281891.875000 Penalty: 4080.247803
	Iteration 27Q: 3 clusters Score -281891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -281892.750000 Penalty: 4080.247803
	Iteration 28Q: 3 clusters Score -281892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -281892.750000 Penalty: 4080.247803
	Iteration 29F: 3 clusters Score -281892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 30189 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Entering Unmasked Estep 
Score: -51128116.000000 Penalty: 139538.312500
Splitting cluster 9 changes total score from -51127540.000000 to -51128116.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -107141.960938 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -107142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104960.414062 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -104960.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105294.273438 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -105294.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105393.554688 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -105393.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105419.820312 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -105419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105436.570312 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -105436.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105446.617188 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -105446.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105454.781250 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -105454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105461.867188 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -105461.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105470.664062 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -105470.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105478.562500 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -105478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105482.312500 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -105482.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105485.320312 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -105485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -105488.296875 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -105488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105489.054688 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -105489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105490.187500 Penalty: 3566.948730
	Iteration 14Q: 3 clusters Score -105490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105491.789062 Penalty: 3566.948730
	Iteration 15Q: 3 clusters Score -105491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105492.796875 Penalty: 3566.948730
	Iteration 16Q: 3 clusters Score -105492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -105492.796875 Penalty: 3566.948730
	Iteration 17F: 3 clusters Score -105492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Entering Unmasked Estep 
Score: -2328452.250000 Penalty: 2533.703125
	Iteration 0F: 2 clusters Score -2328452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2309728.500000 Penalty: 5067.406250
	Iteration 0F: 3 clusters Score -2309728 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2316642.750000 Penalty: 5067.406250
	Iteration 1F: 3 clusters Score -2316643 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2317710.250000 Penalty: 5067.406250
	Iteration 2F: 3 clusters Score -2317710 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2319167.250000 Penalty: 5067.406250
	Iteration 3F: 3 clusters Score -2319167 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2320842.000000 Penalty: 5067.406250
	Iteration 4F: 3 clusters Score -2320842 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2322283.250000 Penalty: 5067.406250
	Iteration 5F: 3 clusters Score -2322283 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2323222.500000 Penalty: 5067.406250
	Iteration 6F: 3 clusters Score -2323222 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2323862.000000 Penalty: 5067.406250
	Iteration 7Q: 3 clusters Score -2323862 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2324290.500000 Penalty: 5067.406250
	Iteration 8Q: 3 clusters Score -2324290 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2324602.750000 Penalty: 5067.406250
	Iteration 9Q: 3 clusters Score -2324603 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2324888.250000 Penalty: 5067.406250
	Iteration 10Q: 3 clusters Score -2324888 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2325134.500000 Penalty: 5067.406250
	Iteration 11Q: 3 clusters Score -2325134 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2325335.250000 Penalty: 5067.406250
	Iteration 12Q: 3 clusters Score -2325335 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2325504.250000 Penalty: 5067.406250
	Iteration 13Q: 3 clusters Score -2325504 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2325663.250000 Penalty: 5067.406250
	Iteration 14Q: 3 clusters Score -2325663 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2325799.750000 Penalty: 5067.406250
	Iteration 15Q: 3 clusters Score -2325800 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2325896.750000 Penalty: 5067.406250
	Iteration 16Q: 3 clusters Score -2325897 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2325966.000000 Penalty: 5067.406250
	Iteration 17Q: 3 clusters Score -2325966 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2326030.250000 Penalty: 5067.406250
	Iteration 18Q: 3 clusters Score -2326030 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2326104.500000 Penalty: 5067.406250
	Iteration 19Q: 3 clusters Score -2326104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2326158.750000 Penalty: 5067.406250
	Iteration 20F: 3 clusters Score -2326159 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2326208.500000 Penalty: 5067.406250
	Iteration 21Q: 3 clusters Score -2326208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2326237.000000 Penalty: 5067.406250
	Iteration 22Q: 3 clusters Score -2326237 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2326254.500000 Penalty: 5067.406250
	Iteration 23Q: 3 clusters Score -2326254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2326287.500000 Penalty: 5067.406250
	Iteration 24Q: 3 clusters Score -2326288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2326309.000000 Penalty: 5067.406250
	Iteration 25Q: 3 clusters Score -2326309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2326315.000000 Penalty: 5067.406250
	Iteration 26Q: 3 clusters Score -2326315 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2326318.750000 Penalty: 5067.406250
	Iteration 27Q: 3 clusters Score -2326319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2326326.500000 Penalty: 5067.406250
	Iteration 28Q: 3 clusters Score -2326326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2326329.750000 Penalty: 5067.406250
	Iteration 29Q: 3 clusters Score -2326330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2326343.250000 Penalty: 5067.406250
	Iteration 30Q: 3 clusters Score -2326343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2326348.500000 Penalty: 5067.406250
	Iteration 31Q: 3 clusters Score -2326348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2326351.750000 Penalty: 5067.406250
	Iteration 32Q: 3 clusters Score -2326352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2326350.750000 Penalty: 5067.406250
	Iteration 33Q: 3 clusters Score -2326351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2326359.500000 Penalty: 5067.406250
	Iteration 34Q: 3 clusters Score -2326360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2326366.000000 Penalty: 5067.406250
	Iteration 35Q: 3 clusters Score -2326366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2326363.250000 Penalty: 5067.406250
	Iteration 36Q: 3 clusters Score -2326363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2326371.250000 Penalty: 5067.406250
	Iteration 37Q: 3 clusters Score -2326371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2326366.500000 Penalty: 5067.406250
	Iteration 38Q: 3 clusters Score -2326366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2326370.750000 Penalty: 5067.406250
	Iteration 39Q: 3 clusters Score -2326371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2326376.500000 Penalty: 5067.406250
	Iteration 40F: 3 clusters Score -2326376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2326375.000000 Penalty: 5067.406250
	Iteration 41Q: 3 clusters Score -2326375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2326383.000000 Penalty: 5067.406250
	Iteration 42Q: 3 clusters Score -2326383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2326383.250000 Penalty: 5067.406250
	Iteration 43Q: 3 clusters Score -2326383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2326388.250000 Penalty: 5067.406250
	Iteration 44Q: 3 clusters Score -2326388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2326395.500000 Penalty: 5067.406250
	Iteration 45Q: 3 clusters Score -2326396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2326394.000000 Penalty: 5067.406250
	Iteration 46Q: 3 clusters Score -2326394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2326393.500000 Penalty: 5067.406250
	Iteration 47Q: 3 clusters Score -2326394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2326400.500000 Penalty: 5067.406250
	Iteration 48Q: 3 clusters Score -2326400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2326401.000000 Penalty: 5067.406250
	Iteration 49Q: 3 clusters Score -2326401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2326395.750000 Penalty: 5067.406250
	Iteration 50Q: 3 clusters Score -2326396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2326396.750000 Penalty: 5067.406250
	Iteration 51Q: 3 clusters Score -2326397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2326396.500000 Penalty: 5067.406250
	Iteration 52Q: 3 clusters Score -2326396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2326400.250000 Penalty: 5067.406250
	Iteration 53Q: 3 clusters Score -2326400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2326402.250000 Penalty: 5067.406250
	Iteration 54Q: 3 clusters Score -2326402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2326400.000000 Penalty: 5067.406250
	Iteration 55Q: 3 clusters Score -2326400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2326398.000000 Penalty: 5067.406250
	Iteration 56Q: 3 clusters Score -2326398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2326397.000000 Penalty: 5067.406250
	Iteration 57Q: 3 clusters Score -2326397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2326397.500000 Penalty: 5067.406250
	Iteration 58Q: 3 clusters Score -2326398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2326397.500000 Penalty: 5067.406250
	Iteration 59Q: 3 clusters Score -2326398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2326400.750000 Penalty: 5067.406250
	Iteration 60F: 3 clusters Score -2326401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2326404.500000 Penalty: 5067.406250
	Iteration 61Q: 3 clusters Score -2326404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2326404.750000 Penalty: 5067.406250
	Iteration 62Q: 3 clusters Score -2326405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2326405.500000 Penalty: 5067.406250
	Iteration 63Q: 3 clusters Score -2326406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2326405.750000 Penalty: 5067.406250
	Iteration 64Q: 3 clusters Score -2326406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2326405.750000 Penalty: 5067.406250
	Iteration 65Q: 3 clusters Score -2326406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2326403.250000 Penalty: 5067.406250
	Iteration 66Q: 3 clusters Score -2326403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2326403.250000 Penalty: 5067.406250
	Iteration 67F: 3 clusters Score -2326403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -239633.078125 Penalty: 1994.190552
	Iteration 0F: 2 clusters Score -239633.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -236362.359375 Penalty: 3988.381104
	Iteration 0F: 3 clusters Score -236362.4 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -237272.781250 Penalty: 3988.381104
	Iteration 1F: 3 clusters Score -237272.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -237987.937500 Penalty: 3988.381104
	Iteration 2F: 3 clusters Score -237987.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -238792.781250 Penalty: 3988.381104
	Iteration 3F: 3 clusters Score -238792.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -239406.593750 Penalty: 3988.381104
	Iteration 4F: 3 clusters Score -239406.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -239903.265625 Penalty: 3988.381104
	Iteration 5F: 3 clusters Score -239903.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -240335.718750 Penalty: 3988.381104
	Iteration 6F: 3 clusters Score -240335.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -240671.109375 Penalty: 3988.381104
	Iteration 7Q: 3 clusters Score -240671.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -240827.156250 Penalty: 3988.381104
	Iteration 8Q: 3 clusters Score -240827.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -240866.718750 Penalty: 3988.381104
	Iteration 9Q: 3 clusters Score -240866.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -240889.453125 Penalty: 3988.381104
	Iteration 10Q: 3 clusters Score -240889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -240902.328125 Penalty: 3988.381104
	Iteration 11Q: 3 clusters Score -240902.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -240916.078125 Penalty: 3988.381104
	Iteration 12Q: 3 clusters Score -240916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -240924.734375 Penalty: 3988.381104
	Iteration 13Q: 3 clusters Score -240924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -240927.359375 Penalty: 3988.381104
	Iteration 14Q: 3 clusters Score -240927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -240929.468750 Penalty: 3988.381104
	Iteration 15Q: 3 clusters Score -240929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -240929.468750 Penalty: 3988.381104
	Iteration 16F: 3 clusters Score -240929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 30189 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Entering Unmasked Estep 
Score: -51128000.000000 Penalty: 142860.656250
Splitting cluster 12 changes total score from -51127540.000000 to -51128000.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -123294.367188 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -123294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -120929.546875 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -120929.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -121304.242188 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -121304.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -121417.210938 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -121417.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121475.390625 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -121475.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -121512.750000 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -121512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121535.601562 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -121535.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -121549.476562 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -121549.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -121560.812500 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -121560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -121567.718750 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -121567.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -121573.421875 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -121573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121576.984375 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -121577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -121581.265625 Penalty: 3668.582275
	Iteration 11Q: 3 clusters Score -121581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -121584.820312 Penalty: 3668.582275
	Iteration 12Q: 3 clusters Score -121584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121586.414062 Penalty: 3668.582275
	Iteration 13Q: 3 clusters Score -121586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -121590.281250 Penalty: 3668.582275
	Iteration 14Q: 3 clusters Score -121590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121591.218750 Penalty: 3668.582275
	Iteration 15Q: 3 clusters Score -121591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121591.218750 Penalty: 3668.582275
	Iteration 16F: 3 clusters Score -121591.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Entering Unmasked Estep 
Score: -778435.000000 Penalty: 2277.732910
	Iteration 0F: 2 clusters Score -778435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -771036.250000 Penalty: 4555.465820
	Iteration 0F: 3 clusters Score -771036.2 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -773055.500000 Penalty: 4555.465820
	Iteration 1F: 3 clusters Score -773055.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -773359.187500 Penalty: 4555.465820
	Iteration 2F: 3 clusters Score -773359.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -773643.062500 Penalty: 4555.465820
	Iteration 3F: 3 clusters Score -773643.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -774017.000000 Penalty: 4555.465820
	Iteration 4F: 3 clusters Score -774017 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -774458.937500 Penalty: 4555.465820
	Iteration 5F: 3 clusters Score -774458.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -774971.312500 Penalty: 4555.465820
	Iteration 6F: 3 clusters Score -774971.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -775558.687500 Penalty: 4555.465820
	Iteration 7F: 3 clusters Score -775558.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -776039.187500 Penalty: 4555.465820
	Iteration 8F: 3 clusters Score -776039.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -776410.250000 Penalty: 4555.465820
	Iteration 9F: 3 clusters Score -776410.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -776648.062500 Penalty: 4555.465820
	Iteration 10Q: 3 clusters Score -776648.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -776793.750000 Penalty: 4555.465820
	Iteration 11Q: 3 clusters Score -776793.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -776898.062500 Penalty: 4555.465820
	Iteration 12Q: 3 clusters Score -776898.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -776962.500000 Penalty: 4555.465820
	Iteration 13Q: 3 clusters Score -776962.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -777012.125000 Penalty: 4555.465820
	Iteration 14Q: 3 clusters Score -777012.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -777055.937500 Penalty: 4555.465820
	Iteration 15Q: 3 clusters Score -777055.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -777094.312500 Penalty: 4555.465820
	Iteration 16Q: 3 clusters Score -777094.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -777124.250000 Penalty: 4555.465820
	Iteration 17Q: 3 clusters Score -777124.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -777137.625000 Penalty: 4555.465820
	Iteration 18Q: 3 clusters Score -777137.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -777147.812500 Penalty: 4555.465820
	Iteration 19Q: 3 clusters Score -777147.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -777160.437500 Penalty: 4555.465820
	Iteration 20F: 3 clusters Score -777160.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -777170.125000 Penalty: 4555.465820
	Iteration 21Q: 3 clusters Score -777170.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -777174.625000 Penalty: 4555.465820
	Iteration 22Q: 3 clusters Score -777174.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -777179.375000 Penalty: 4555.465820
	Iteration 23Q: 3 clusters Score -777179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -777180.625000 Penalty: 4555.465820
	Iteration 24Q: 3 clusters Score -777180.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -777186.187500 Penalty: 4555.465820
	Iteration 25Q: 3 clusters Score -777186.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -777188.750000 Penalty: 4555.465820
	Iteration 26Q: 3 clusters Score -777188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -777193.187500 Penalty: 4555.465820
	Iteration 27Q: 3 clusters Score -777193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -777196.187500 Penalty: 4555.465820
	Iteration 28Q: 3 clusters Score -777196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -777196.687500 Penalty: 4555.465820
	Iteration 29Q: 3 clusters Score -777196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -777200.562500 Penalty: 4555.465820
	Iteration 30Q: 3 clusters Score -777200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -777204.312500 Penalty: 4555.465820
	Iteration 31Q: 3 clusters Score -777204.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -777204.312500 Penalty: 4555.465820
	Iteration 32Q: 3 clusters Score -777204.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -777207.875000 Penalty: 4555.465820
	Iteration 33Q: 3 clusters Score -777207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -777212.000000 Penalty: 4555.465820
	Iteration 34Q: 3 clusters Score -777212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -777211.687500 Penalty: 4555.465820
	Iteration 35Q: 3 clusters Score -777211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -777213.937500 Penalty: 4555.465820
	Iteration 36Q: 3 clusters Score -777213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -777214.437500 Penalty: 4555.465820
	Iteration 37Q: 3 clusters Score -777214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -777218.437500 Penalty: 4555.465820
	Iteration 38Q: 3 clusters Score -777218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -777218.000000 Penalty: 4555.465820
	Iteration 39Q: 3 clusters Score -777218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -777221.187500 Penalty: 4555.465820
	Iteration 40F: 3 clusters Score -777221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -777224.500000 Penalty: 4555.465820
	Iteration 41Q: 3 clusters Score -777224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -777226.625000 Penalty: 4555.465820
	Iteration 42Q: 3 clusters Score -777226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -777226.062500 Penalty: 4555.465820
	Iteration 43Q: 3 clusters Score -777226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -777225.437500 Penalty: 4555.465820
	Iteration 44Q: 3 clusters Score -777225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -777224.312500 Penalty: 4555.465820
	Iteration 45Q: 3 clusters Score -777224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -777226.875000 Penalty: 4555.465820
	Iteration 46Q: 3 clusters Score -777226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -777226.812500 Penalty: 4555.465820
	Iteration 47Q: 3 clusters Score -777226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -777229.000000 Penalty: 4555.465820
	Iteration 48Q: 3 clusters Score -777229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -777230.687500 Penalty: 4555.465820
	Iteration 49Q: 3 clusters Score -777230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -777235.750000 Penalty: 4555.465820
	Iteration 50Q: 3 clusters Score -777235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -777237.125000 Penalty: 4555.465820
	Iteration 51Q: 3 clusters Score -777237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -777237.062500 Penalty: 4555.465820
	Iteration 52Q: 3 clusters Score -777237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -777238.562500 Penalty: 4555.465820
	Iteration 53Q: 3 clusters Score -777238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -777238.937500 Penalty: 4555.465820
	Iteration 54Q: 3 clusters Score -777238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -777238.625000 Penalty: 4555.465820
	Iteration 55Q: 3 clusters Score -777238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -777240.500000 Penalty: 4555.465820
	Iteration 56Q: 3 clusters Score -777240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -777240.812500 Penalty: 4555.465820
	Iteration 57Q: 3 clusters Score -777240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -777240.812500 Penalty: 4555.465820
	Iteration 58F: 3 clusters Score -777240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -361041.625000 Penalty: 2109.671143
	Iteration 0F: 2 clusters Score -361041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -356597.031250 Penalty: 4219.342285
	Iteration 0F: 3 clusters Score -356597 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -357851.375000 Penalty: 4219.342285
	Iteration 1F: 3 clusters Score -357851.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -358297.125000 Penalty: 4219.342285
	Iteration 2F: 3 clusters Score -358297.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -358719.000000 Penalty: 4219.342285
	Iteration 3F: 3 clusters Score -358719 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -359137.843750 Penalty: 4219.342285
	Iteration 4F: 3 clusters Score -359137.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -359385.656250 Penalty: 4219.342285
	Iteration 5F: 3 clusters Score -359385.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -359531.437500 Penalty: 4219.342285
	Iteration 6Q: 3 clusters Score -359531.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -359641.687500 Penalty: 4219.342285
	Iteration 7Q: 3 clusters Score -359641.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -359741.593750 Penalty: 4219.342285
	Iteration 8Q: 3 clusters Score -359741.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -359841.218750 Penalty: 4219.342285
	Iteration 9Q: 3 clusters Score -359841.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -359924.156250 Penalty: 4219.342285
	Iteration 10Q: 3 clusters Score -359924.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -359979.593750 Penalty: 4219.342285
	Iteration 11Q: 3 clusters Score -359979.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -360023.968750 Penalty: 4219.342285
	Iteration 12Q: 3 clusters Score -360024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -360052.281250 Penalty: 4219.342285
	Iteration 13Q: 3 clusters Score -360052.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -360082.500000 Penalty: 4219.342285
	Iteration 14Q: 3 clusters Score -360082.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -360109.250000 Penalty: 4219.342285
	Iteration 15Q: 3 clusters Score -360109.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -360138.218750 Penalty: 4219.342285
	Iteration 16Q: 3 clusters Score -360138.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -360162.593750 Penalty: 4219.342285
	Iteration 17Q: 3 clusters Score -360162.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -360181.656250 Penalty: 4219.342285
	Iteration 18Q: 3 clusters Score -360181.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -360199.375000 Penalty: 4219.342285
	Iteration 19Q: 3 clusters Score -360199.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -360214.843750 Penalty: 4219.342285
	Iteration 20F: 3 clusters Score -360214.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -360230.562500 Penalty: 4219.342285
	Iteration 21Q: 3 clusters Score -360230.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -360241.843750 Penalty: 4219.342285
	Iteration 22Q: 3 clusters Score -360241.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -360252.375000 Penalty: 4219.342285
	Iteration 23Q: 3 clusters Score -360252.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -360259.968750 Penalty: 4219.342285
	Iteration 24Q: 3 clusters Score -360260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -360268.125000 Penalty: 4219.342285
	Iteration 25Q: 3 clusters Score -360268.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -360276.031250 Penalty: 4219.342285
	Iteration 26Q: 3 clusters Score -360276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -360280.437500 Penalty: 4219.342285
	Iteration 27Q: 3 clusters Score -360280.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -360283.656250 Penalty: 4219.342285
	Iteration 28Q: 3 clusters Score -360283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -360286.125000 Penalty: 4219.342285
	Iteration 29Q: 3 clusters Score -360286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -360290.750000 Penalty: 4219.342285
	Iteration 30Q: 3 clusters Score -360290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -360294.593750 Penalty: 4219.342285
	Iteration 31Q: 3 clusters Score -360294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -360298.531250 Penalty: 4219.342285
	Iteration 32Q: 3 clusters Score -360298.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -360303.000000 Penalty: 4219.342285
	Iteration 33Q: 3 clusters Score -360303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -360308.718750 Penalty: 4219.342285
	Iteration 34Q: 3 clusters Score -360308.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -360311.437500 Penalty: 4219.342285
	Iteration 35Q: 3 clusters Score -360311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -360313.718750 Penalty: 4219.342285
	Iteration 36Q: 3 clusters Score -360313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -360317.906250 Penalty: 4219.342285
	Iteration 37Q: 3 clusters Score -360317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -360319.281250 Penalty: 4219.342285
	Iteration 38Q: 3 clusters Score -360319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -360321.281250 Penalty: 4219.342285
	Iteration 39Q: 3 clusters Score -360321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -360320.875000 Penalty: 4219.342285
	Iteration 40F: 3 clusters Score -360320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -360321.781250 Penalty: 4219.342285
	Iteration 41Q: 3 clusters Score -360321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -360322.875000 Penalty: 4219.342285
	Iteration 42Q: 3 clusters Score -360322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -360325.375000 Penalty: 4219.342285
	Iteration 43Q: 3 clusters Score -360325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -360325.187500 Penalty: 4219.342285
	Iteration 44Q: 3 clusters Score -360325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -360327.875000 Penalty: 4219.342285
	Iteration 45Q: 3 clusters Score -360327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -360327.937500 Penalty: 4219.342285
	Iteration 46Q: 3 clusters Score -360327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -360327.937500 Penalty: 4219.342285
	Iteration 47F: 3 clusters Score -360327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Entering Unmasked Estep 
Score: -1791005.625000 Penalty: 2481.263916
	Iteration 0F: 2 clusters Score -1791006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1775684.000000 Penalty: 4962.527832
	Iteration 0F: 3 clusters Score -1775684 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1780864.375000 Penalty: 4962.527832
	Iteration 1F: 3 clusters Score -1780864 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1781419.250000 Penalty: 4962.527832
	Iteration 2F: 3 clusters Score -1781419 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1782016.250000 Penalty: 4962.527832
	Iteration 3F: 3 clusters Score -1782016 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1782792.000000 Penalty: 4962.527832
	Iteration 4F: 3 clusters Score -1782792 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1783757.750000 Penalty: 4962.527832
	Iteration 5F: 3 clusters Score -1783758 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1784851.500000 Penalty: 4962.527832
	Iteration 6F: 3 clusters Score -1784852 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1785912.625000 Penalty: 4962.527832
	Iteration 7F: 3 clusters Score -1785913 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1786820.375000 Penalty: 4962.527832
	Iteration 8F: 3 clusters Score -1786820 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1787527.375000 Penalty: 4962.527832
	Iteration 9Q: 3 clusters Score -1787527 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1788048.750000 Penalty: 4962.527832
	Iteration 10Q: 3 clusters Score -1788049 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1788449.250000 Penalty: 4962.527832
	Iteration 11Q: 3 clusters Score -1788449 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1788727.375000 Penalty: 4962.527832
	Iteration 12Q: 3 clusters Score -1788727 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1788883.625000 Penalty: 4962.527832
	Iteration 13Q: 3 clusters Score -1788884 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1788954.000000 Penalty: 4962.527832
	Iteration 14Q: 3 clusters Score -1788954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1788992.750000 Penalty: 4962.527832
	Iteration 15Q: 3 clusters Score -1788993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1789010.750000 Penalty: 4962.527832
	Iteration 16Q: 3 clusters Score -1789011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1789022.625000 Penalty: 4962.527832
	Iteration 17Q: 3 clusters Score -1789023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1789041.750000 Penalty: 4962.527832
	Iteration 18Q: 3 clusters Score -1789042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1789046.000000 Penalty: 4962.527832
	Iteration 19Q: 3 clusters Score -1789046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1789053.375000 Penalty: 4962.527832
	Iteration 20F: 3 clusters Score -1789053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1789060.875000 Penalty: 4962.527832
	Iteration 21Q: 3 clusters Score -1789061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1789064.000000 Penalty: 4962.527832
	Iteration 22Q: 3 clusters Score -1789064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1789067.875000 Penalty: 4962.527832
	Iteration 23Q: 3 clusters Score -1789068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1789069.500000 Penalty: 4962.527832
	Iteration 24Q: 3 clusters Score -1789070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1789067.500000 Penalty: 4962.527832
	Iteration 25Q: 3 clusters Score -1789068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1789072.750000 Penalty: 4962.527832
	Iteration 26Q: 3 clusters Score -1789073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1789075.625000 Penalty: 4962.527832
	Iteration 27Q: 3 clusters Score -1789076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1789074.000000 Penalty: 4962.527832
	Iteration 28Q: 3 clusters Score -1789074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1789071.750000 Penalty: 4962.527832
	Iteration 29Q: 3 clusters Score -1789072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1789074.500000 Penalty: 4962.527832
	Iteration 30Q: 3 clusters Score -1789074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1789073.250000 Penalty: 4962.527832
	Iteration 31Q: 3 clusters Score -1789073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1789074.250000 Penalty: 4962.527832
	Iteration 32Q: 3 clusters Score -1789074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1789077.250000 Penalty: 4962.527832
	Iteration 33Q: 3 clusters Score -1789077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1789078.625000 Penalty: 4962.527832
	Iteration 34Q: 3 clusters Score -1789079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1789080.625000 Penalty: 4962.527832
	Iteration 35Q: 3 clusters Score -1789081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1789082.750000 Penalty: 4962.527832
	Iteration 36Q: 3 clusters Score -1789083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1789081.750000 Penalty: 4962.527832
	Iteration 37Q: 3 clusters Score -1789082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1789084.875000 Penalty: 4962.527832
	Iteration 38Q: 3 clusters Score -1789085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1789088.875000 Penalty: 4962.527832
	Iteration 39Q: 3 clusters Score -1789089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1789089.750000 Penalty: 4962.527832
	Iteration 40F: 3 clusters Score -1789090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1789088.000000 Penalty: 4962.527832
	Iteration 41Q: 3 clusters Score -1789088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1789085.125000 Penalty: 4962.527832
	Iteration 42Q: 3 clusters Score -1789085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1789090.000000 Penalty: 4962.527832
	Iteration 43Q: 3 clusters Score -1789090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1789092.000000 Penalty: 4962.527832
	Iteration 44Q: 3 clusters Score -1789092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1789084.500000 Penalty: 4962.527832
	Iteration 45Q: 3 clusters Score -1789084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1789084.000000 Penalty: 4962.527832
	Iteration 46Q: 3 clusters Score -1789084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1789084.000000 Penalty: 4962.527832
	Iteration 47F: 3 clusters Score -1789084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Entering Unmasked Estep 
Score: -4173702.250000 Penalty: 2692.186035
	Iteration 0F: 2 clusters Score -4173702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4138979.250000 Penalty: 5384.372070
	Iteration 0F: 3 clusters Score -4138979 nChanged 23970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4152797.000000 Penalty: 5384.372070
	Iteration 1F: 3 clusters Score -4152797 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -4153943.500000 Penalty: 5384.372070
	Iteration 2F: 3 clusters Score -4153944 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4155191.750000 Penalty: 5384.372070
	Iteration 3F: 3 clusters Score -4155192 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4156650.500000 Penalty: 5384.372070
	Iteration 4F: 3 clusters Score -4156650 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -4158239.500000 Penalty: 5384.372070
	Iteration 5F: 3 clusters Score -4158240 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4159757.000000 Penalty: 5384.372070
	Iteration 6F: 3 clusters Score -4159757 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4161141.250000 Penalty: 5384.372070
	Iteration 7F: 3 clusters Score -4161141 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4162476.250000 Penalty: 5384.372070
	Iteration 8Q: 3 clusters Score -4162476 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4163772.500000 Penalty: 5384.372070
	Iteration 9Q: 3 clusters Score -4163772 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4164985.750000 Penalty: 5384.372070
	Iteration 10Q: 3 clusters Score -4164986 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -4165839.500000 Penalty: 5384.372070
	Iteration 11Q: 3 clusters Score -4165840 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4166402.250000 Penalty: 5384.372070
	Iteration 12Q: 3 clusters Score -4166402 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4166737.250000 Penalty: 5384.372070
	Iteration 13Q: 3 clusters Score -4166737 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -4166995.750000 Penalty: 5384.372070
	Iteration 14Q: 3 clusters Score -4166996 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4167187.000000 Penalty: 5384.372070
	Iteration 15Q: 3 clusters Score -4167187 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -4167392.000000 Penalty: 5384.372070
	Iteration 16Q: 3 clusters Score -4167392 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4167568.000000 Penalty: 5384.372070
	Iteration 17Q: 3 clusters Score -4167568 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -4167782.000000 Penalty: 5384.372070
	Iteration 18Q: 3 clusters Score -4167782 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4167993.500000 Penalty: 5384.372070
	Iteration 19Q: 3 clusters Score -4167994 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -4168224.750000 Penalty: 5384.372070
	Iteration 20F: 3 clusters Score -4168225 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -4168439.000000 Penalty: 5384.372070
	Iteration 21Q: 3 clusters Score -4168439 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4168675.250000 Penalty: 5384.372070
	Iteration 22Q: 3 clusters Score -4168675 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -4168868.750000 Penalty: 5384.372070
	Iteration 23Q: 3 clusters Score -4168869 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -4169054.250000 Penalty: 5384.372070
	Iteration 24Q: 3 clusters Score -4169054 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -4169261.000000 Penalty: 5384.372070
	Iteration 25Q: 3 clusters Score -4169261 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -4169481.000000 Penalty: 5384.372070
	Iteration 26Q: 3 clusters Score -4169481 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -4169707.250000 Penalty: 5384.372070
	Iteration 27Q: 3 clusters Score -4169707 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -4169979.250000 Penalty: 5384.372070
	Iteration 28Q: 3 clusters Score -4169979 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -4170220.250000 Penalty: 5384.372070
	Iteration 29Q: 3 clusters Score -4170220 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -4170461.000000 Penalty: 5384.372070
	Iteration 30Q: 3 clusters Score -4170461 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -4170673.000000 Penalty: 5384.372070
	Iteration 31Q: 3 clusters Score -4170673 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -4170836.250000 Penalty: 5384.372070
	Iteration 32Q: 3 clusters Score -4170836 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -4170990.750000 Penalty: 5384.372070
	Iteration 33Q: 3 clusters Score -4170991 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -4171095.500000 Penalty: 5384.372070
	Iteration 34Q: 3 clusters Score -4171096 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -4171199.250000 Penalty: 5384.372070
	Iteration 35Q: 3 clusters Score -4171199 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -4171302.000000 Penalty: 5384.372070
	Iteration 36Q: 3 clusters Score -4171302 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -4171403.250000 Penalty: 5384.372070
	Iteration 37Q: 3 clusters Score -4171403 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -4171469.500000 Penalty: 5384.372070
	Iteration 38Q: 3 clusters Score -4171470 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -4171526.750000 Penalty: 5384.372070
	Iteration 39Q: 3 clusters Score -4171527 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -4171568.000000 Penalty: 5384.372070
	Iteration 40F: 3 clusters Score -4171568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -4171622.250000 Penalty: 5384.372070
	Iteration 41Q: 3 clusters Score -4171622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -4171657.000000 Penalty: 5384.372070
	Iteration 42Q: 3 clusters Score -4171657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -4171693.500000 Penalty: 5384.372070
	Iteration 43Q: 3 clusters Score -4171694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -4171728.500000 Penalty: 5384.372070
	Iteration 44Q: 3 clusters Score -4171728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -4171765.500000 Penalty: 5384.372070
	Iteration 45Q: 3 clusters Score -4171766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -4171796.000000 Penalty: 5384.372070
	Iteration 46Q: 3 clusters Score -4171796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -4171811.250000 Penalty: 5384.372070
	Iteration 47Q: 3 clusters Score -4171811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -4171834.750000 Penalty: 5384.372070
	Iteration 48Q: 3 clusters Score -4171835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -4171847.750000 Penalty: 5384.372070
	Iteration 49Q: 3 clusters Score -4171848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -4171857.750000 Penalty: 5384.372070
	Iteration 50Q: 3 clusters Score -4171858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -4171880.000000 Penalty: 5384.372070
	Iteration 51Q: 3 clusters Score -4171880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -4171892.500000 Penalty: 5384.372070
	Iteration 52Q: 3 clusters Score -4171892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -4171912.750000 Penalty: 5384.372070
	Iteration 53Q: 3 clusters Score -4171913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -4171933.000000 Penalty: 5384.372070
	Iteration 54Q: 3 clusters Score -4171933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -4171943.500000 Penalty: 5384.372070
	Iteration 55Q: 3 clusters Score -4171944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -4171944.250000 Penalty: 5384.372070
	Iteration 56Q: 3 clusters Score -4171944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -4171946.750000 Penalty: 5384.372070
	Iteration 57Q: 3 clusters Score -4171947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -4171950.000000 Penalty: 5384.372070
	Iteration 58Q: 3 clusters Score -4171950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -4171956.750000 Penalty: 5384.372070
	Iteration 59Q: 3 clusters Score -4171957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -4171960.250000 Penalty: 5384.372070
	Iteration 60F: 3 clusters Score -4171960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -4171960.500000 Penalty: 5384.372070
	Iteration 61Q: 3 clusters Score -4171960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -4171967.250000 Penalty: 5384.372070
	Iteration 62Q: 3 clusters Score -4171967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -4171965.500000 Penalty: 5384.372070
	Iteration 63Q: 3 clusters Score -4171966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -4171962.250000 Penalty: 5384.372070
	Iteration 64Q: 3 clusters Score -4171962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -4171970.000000 Penalty: 5384.372070
	Iteration 65Q: 3 clusters Score -4171970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -4171965.500000 Penalty: 5384.372070
	Iteration 66Q: 3 clusters Score -4171966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -4171970.500000 Penalty: 5384.372070
	Iteration 67Q: 3 clusters Score -4171970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -4171970.500000 Penalty: 5384.372070
	Iteration 68Q: 3 clusters Score -4171970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -4171971.250000 Penalty: 5384.372070
	Iteration 69Q: 3 clusters Score -4171971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -4171971.250000 Penalty: 5384.372070
	Iteration 70F: 3 clusters Score -4171971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Entering Unmasked Estep 
Score: -1283555.875000 Penalty: 2395.794189
	Iteration 0F: 2 clusters Score -1283556 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 7801 members 
Entering Unmasked Estep 
Score: -1272306.375000 Penalty: 4791.588379
	Iteration 0F: 3 clusters Score -1272306 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1275738.875000 Penalty: 4791.588379
	Iteration 1F: 3 clusters Score -1275739 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1276042.250000 Penalty: 4791.588379
	Iteration 2F: 3 clusters Score -1276042 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1276293.625000 Penalty: 4791.588379
	Iteration 3Q: 3 clusters Score -1276294 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1276510.625000 Penalty: 4791.588379
	Iteration 4Q: 3 clusters Score -1276511 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1276725.750000 Penalty: 4791.588379
	Iteration 5Q: 3 clusters Score -1276726 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1276957.875000 Penalty: 4791.588379
	Iteration 6Q: 3 clusters Score -1276958 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1277178.625000 Penalty: 4791.588379
	Iteration 7Q: 3 clusters Score -1277179 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1277436.250000 Penalty: 4791.588379
	Iteration 8Q: 3 clusters Score -1277436 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1277725.500000 Penalty: 4791.588379
	Iteration 9Q: 3 clusters Score -1277726 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1278113.750000 Penalty: 4791.588379
	Iteration 10Q: 3 clusters Score -1278114 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1278551.625000 Penalty: 4791.588379
	Iteration 11Q: 3 clusters Score -1278552 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1279002.625000 Penalty: 4791.588379
	Iteration 12Q: 3 clusters Score -1279003 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1279385.875000 Penalty: 4791.588379
	Iteration 13Q: 3 clusters Score -1279386 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1279717.000000 Penalty: 4791.588379
	Iteration 14Q: 3 clusters Score -1279717 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1280022.250000 Penalty: 4791.588379
	Iteration 15Q: 3 clusters Score -1280022 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1280344.250000 Penalty: 4791.588379
	Iteration 16Q: 3 clusters Score -1280344 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1280636.875000 Penalty: 4791.588379
	Iteration 17Q: 3 clusters Score -1280637 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1280866.750000 Penalty: 4791.588379
	Iteration 18Q: 3 clusters Score -1280867 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1281025.625000 Penalty: 4791.588379
	Iteration 19Q: 3 clusters Score -1281026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1281133.625000 Penalty: 4791.588379
	Iteration 20F: 3 clusters Score -1281134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1281219.625000 Penalty: 4791.588379
	Iteration 21Q: 3 clusters Score -1281220 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1281277.250000 Penalty: 4791.588379
	Iteration 22Q: 3 clusters Score -1281277 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1281315.500000 Penalty: 4791.588379
	Iteration 23Q: 3 clusters Score -1281316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1281341.125000 Penalty: 4791.588379
	Iteration 24Q: 3 clusters Score -1281341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1281358.000000 Penalty: 4791.588379
	Iteration 25Q: 3 clusters Score -1281358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1281366.750000 Penalty: 4791.588379
	Iteration 26Q: 3 clusters Score -1281367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1281379.500000 Penalty: 4791.588379
	Iteration 27Q: 3 clusters Score -1281380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1281385.625000 Penalty: 4791.588379
	Iteration 28Q: 3 clusters Score -1281386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1281392.250000 Penalty: 4791.588379
	Iteration 29Q: 3 clusters Score -1281392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1281395.000000 Penalty: 4791.588379
	Iteration 30Q: 3 clusters Score -1281395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1281397.875000 Penalty: 4791.588379
	Iteration 31Q: 3 clusters Score -1281398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1281399.875000 Penalty: 4791.588379
	Iteration 32Q: 3 clusters Score -1281400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1281405.750000 Penalty: 4791.588379
	Iteration 33Q: 3 clusters Score -1281406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1281408.250000 Penalty: 4791.588379
	Iteration 34Q: 3 clusters Score -1281408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1281409.125000 Penalty: 4791.588379
	Iteration 35Q: 3 clusters Score -1281409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1281410.750000 Penalty: 4791.588379
	Iteration 36Q: 3 clusters Score -1281411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1281412.875000 Penalty: 4791.588379
	Iteration 37Q: 3 clusters Score -1281413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1281413.500000 Penalty: 4791.588379
	Iteration 38Q: 3 clusters Score -1281414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1281413.500000 Penalty: 4791.588379
	Iteration 39Q: 3 clusters Score -1281414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1281414.750000 Penalty: 4791.588379
	Iteration 40F: 3 clusters Score -1281415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1281416.125000 Penalty: 4791.588379
	Iteration 41Q: 3 clusters Score -1281416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1281417.375000 Penalty: 4791.588379
	Iteration 42Q: 3 clusters Score -1281417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1281416.875000 Penalty: 4791.588379
	Iteration 43Q: 3 clusters Score -1281417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1281419.250000 Penalty: 4791.588379
	Iteration 44Q: 3 clusters Score -1281419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1281425.500000 Penalty: 4791.588379
	Iteration 45Q: 3 clusters Score -1281426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1281425.750000 Penalty: 4791.588379
	Iteration 46Q: 3 clusters Score -1281426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1281426.500000 Penalty: 4791.588379
	Iteration 47Q: 3 clusters Score -1281426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1281431.750000 Penalty: 4791.588379
	Iteration 48Q: 3 clusters Score -1281432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1281432.625000 Penalty: 4791.588379
	Iteration 49Q: 3 clusters Score -1281433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1281437.625000 Penalty: 4791.588379
	Iteration 50Q: 3 clusters Score -1281438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1281440.875000 Penalty: 4791.588379
	Iteration 51Q: 3 clusters Score -1281441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1281443.000000 Penalty: 4791.588379
	Iteration 52Q: 3 clusters Score -1281443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1281444.750000 Penalty: 4791.588379
	Iteration 53Q: 3 clusters Score -1281445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1281443.125000 Penalty: 4791.588379
	Iteration 54Q: 3 clusters Score -1281443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1281443.625000 Penalty: 4791.588379
	Iteration 55Q: 3 clusters Score -1281444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1281443.875000 Penalty: 4791.588379
	Iteration 56Q: 3 clusters Score -1281444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1281446.375000 Penalty: 4791.588379
	Iteration 57Q: 3 clusters Score -1281446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1281451.125000 Penalty: 4791.588379
	Iteration 58Q: 3 clusters Score -1281451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1281450.375000 Penalty: 4791.588379
	Iteration 59Q: 3 clusters Score -1281450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1281447.875000 Penalty: 4791.588379
	Iteration 60F: 3 clusters Score -1281448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1281447.000000 Penalty: 4791.588379
	Iteration 61Q: 3 clusters Score -1281447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1281449.125000 Penalty: 4791.588379
	Iteration 62Q: 3 clusters Score -1281449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1281449.125000 Penalty: 4791.588379
	Iteration 63F: 3 clusters Score -1281449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Entering Unmasked Estep 
Score: -2601072.750000 Penalty: 2558.177734
	Iteration 0F: 2 clusters Score -2601073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2580368.500000 Penalty: 5116.355469
	Iteration 0F: 3 clusters Score -2580368 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2587848.250000 Penalty: 5116.355469
	Iteration 1F: 3 clusters Score -2587848 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2588724.750000 Penalty: 5116.355469
	Iteration 2F: 3 clusters Score -2588725 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2589862.250000 Penalty: 5116.355469
	Iteration 3F: 3 clusters Score -2589862 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2591276.000000 Penalty: 5116.355469
	Iteration 4F: 3 clusters Score -2591276 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2592879.250000 Penalty: 5116.355469
	Iteration 5F: 3 clusters Score -2592879 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2594577.000000 Penalty: 5116.355469
	Iteration 6F: 3 clusters Score -2594577 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2596168.250000 Penalty: 5116.355469
	Iteration 7F: 3 clusters Score -2596168 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2597473.250000 Penalty: 5116.355469
	Iteration 8F: 3 clusters Score -2597473 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2598388.250000 Penalty: 5116.355469
	Iteration 9Q: 3 clusters Score -2598388 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2599121.750000 Penalty: 5116.355469
	Iteration 10Q: 3 clusters Score -2599122 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2599739.250000 Penalty: 5116.355469
	Iteration 11Q: 3 clusters Score -2599739 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2600335.500000 Penalty: 5116.355469
	Iteration 12Q: 3 clusters Score -2600336 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2601024.000000 Penalty: 5116.355469
	Iteration 13Q: 3 clusters Score -2601024 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2601808.500000 Penalty: 5116.355469
	Iteration 14Q: 3 clusters Score -2601808 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2602537.250000 Penalty: 5116.355469
	Iteration 15Q: 3 clusters Score -2602537 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2602967.500000 Penalty: 5116.355469
	Iteration 16Q: 3 clusters Score -2602968 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2603182.000000 Penalty: 5116.355469
	Iteration 17Q: 3 clusters Score -2603182 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2603325.500000 Penalty: 5116.355469
	Iteration 18Q: 3 clusters Score -2603326 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2603406.500000 Penalty: 5116.355469
	Iteration 19Q: 3 clusters Score -2603406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2603455.750000 Penalty: 5116.355469
	Iteration 20F: 3 clusters Score -2603456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2603480.250000 Penalty: 5116.355469
	Iteration 21Q: 3 clusters Score -2603480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2603481.000000 Penalty: 5116.355469
	Iteration 22Q: 3 clusters Score -2603481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2603494.750000 Penalty: 5116.355469
	Iteration 23Q: 3 clusters Score -2603495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2603497.000000 Penalty: 5116.355469
	Iteration 24Q: 3 clusters Score -2603497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2603500.750000 Penalty: 5116.355469
	Iteration 25Q: 3 clusters Score -2603501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2603507.500000 Penalty: 5116.355469
	Iteration 26Q: 3 clusters Score -2603508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2603509.750000 Penalty: 5116.355469
	Iteration 27Q: 3 clusters Score -2603510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2603507.750000 Penalty: 5116.355469
	Iteration 28Q: 3 clusters Score -2603508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2603506.750000 Penalty: 5116.355469
	Iteration 29Q: 3 clusters Score -2603507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2603506.750000 Penalty: 5116.355469
	Iteration 30F: 3 clusters Score -2603507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 25535 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Entering Unmasked Estep 
Score: -51129616.000000 Penalty: 146183.000000
Splitting cluster 19 changes total score from -51127540.000000 to -51129616.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 20 (60777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Entering Unmasked Estep 
Score: -5063240.500000 Penalty: 2731.711914
	Iteration 0F: 2 clusters Score -5063240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -5022536.500000 Penalty: 5463.423828
	Iteration 0F: 3 clusters Score -5022536 nChanged 28226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -5038554.000000 Penalty: 5463.423828
	Iteration 1F: 3 clusters Score -5038554 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -5039250.500000 Penalty: 5463.423828
	Iteration 2Q: 3 clusters Score -5039250 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5039983.000000 Penalty: 5463.423828
	Iteration 3Q: 3 clusters Score -5039983 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5040722.000000 Penalty: 5463.423828
	Iteration 4Q: 3 clusters Score -5040722 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -5041486.000000 Penalty: 5463.423828
	Iteration 5Q: 3 clusters Score -5041486 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -5042429.000000 Penalty: 5463.423828
	Iteration 6Q: 3 clusters Score -5042429 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5043440.500000 Penalty: 5463.423828
	Iteration 7Q: 3 clusters Score -5043440 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5044563.000000 Penalty: 5463.423828
	Iteration 8Q: 3 clusters Score -5044563 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5045821.000000 Penalty: 5463.423828
	Iteration 9Q: 3 clusters Score -5045821 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -5047185.000000 Penalty: 5463.423828
	Iteration 10Q: 3 clusters Score -5047185 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -5048769.000000 Penalty: 5463.423828
	Iteration 11Q: 3 clusters Score -5048769 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5050174.000000 Penalty: 5463.423828
	Iteration 12Q: 3 clusters Score -5050174 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5051158.500000 Penalty: 5463.423828
	Iteration 13Q: 3 clusters Score -5051158 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -5051628.000000 Penalty: 5463.423828
	Iteration 14Q: 3 clusters Score -5051628 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5051833.000000 Penalty: 5463.423828
	Iteration 15Q: 3 clusters Score -5051833 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5051992.500000 Penalty: 5463.423828
	Iteration 16Q: 3 clusters Score -5051992 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -5052104.500000 Penalty: 5463.423828
	Iteration 17Q: 3 clusters Score -5052104 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -5052188.000000 Penalty: 5463.423828
	Iteration 18Q: 3 clusters Score -5052188 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5052300.000000 Penalty: 5463.423828
	Iteration 19Q: 3 clusters Score -5052300 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -5052419.500000 Penalty: 5463.423828
	Iteration 20F: 3 clusters Score -5052420 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5052531.000000 Penalty: 5463.423828
	Iteration 21Q: 3 clusters Score -5052531 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5052659.500000 Penalty: 5463.423828
	Iteration 22Q: 3 clusters Score -5052660 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5052827.000000 Penalty: 5463.423828
	Iteration 23Q: 3 clusters Score -5052827 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5052945.500000 Penalty: 5463.423828
	Iteration 24Q: 3 clusters Score -5052946 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -5053119.500000 Penalty: 5463.423828
	Iteration 25Q: 3 clusters Score -5053120 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5053266.000000 Penalty: 5463.423828
	Iteration 26Q: 3 clusters Score -5053266 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5053430.500000 Penalty: 5463.423828
	Iteration 27Q: 3 clusters Score -5053430 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5053578.500000 Penalty: 5463.423828
	Iteration 28Q: 3 clusters Score -5053578 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5053764.500000 Penalty: 5463.423828
	Iteration 29Q: 3 clusters Score -5053764 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5053959.500000 Penalty: 5463.423828
	Iteration 30Q: 3 clusters Score -5053960 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5054144.500000 Penalty: 5463.423828
	Iteration 31Q: 3 clusters Score -5054144 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -5054387.000000 Penalty: 5463.423828
	Iteration 32Q: 3 clusters Score -5054387 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5054612.000000 Penalty: 5463.423828
	Iteration 33Q: 3 clusters Score -5054612 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5054907.000000 Penalty: 5463.423828
	Iteration 34Q: 3 clusters Score -5054907 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -5055213.500000 Penalty: 5463.423828
	Iteration 35Q: 3 clusters Score -5055214 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5055498.000000 Penalty: 5463.423828
	Iteration 36Q: 3 clusters Score -5055498 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5055847.000000 Penalty: 5463.423828
	Iteration 37Q: 3 clusters Score -5055847 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5056227.000000 Penalty: 5463.423828
	Iteration 38Q: 3 clusters Score -5056227 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -5056608.500000 Penalty: 5463.423828
	Iteration 39Q: 3 clusters Score -5056608 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5056976.500000 Penalty: 5463.423828
	Iteration 40F: 3 clusters Score -5056976 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5057384 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5057811 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5058317.000000 Penalty: 5463.423828
	Iteration 43Q: 3 clusters Score -5058317 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -5058832.000000 Penalty: 5463.423828
	Iteration 44Q: 3 clusters Score -5058832 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5059364.500000 Penalty: 5463.423828
	Iteration 45Q: 3 clusters Score -5059364 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5059841.000000 Penalty: 5463.423828
	Iteration 46Q: 3 clusters Score -5059841 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -5060228.000000 Penalty: 5463.423828
	Iteration 47Q: 3 clusters Score -5060228 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5060547.000000 Penalty: 5463.423828
	Iteration 48Q: 3 clusters Score -5060547 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5060757.500000 Penalty: 5463.423828
	Iteration 49Q: 3 clusters Score -5060758 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5060891.000000 Penalty: 5463.423828
	Iteration 50Q: 3 clusters Score -5060891 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5060955.500000 Penalty: 5463.423828
	Iteration 51Q: 3 clusters Score -5060956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5061008.500000 Penalty: 5463.423828
	Iteration 52Q: 3 clusters Score -5061008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5061065.500000 Penalty: 5463.423828
	Iteration 53Q: 3 clusters Score -5061066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5061079.000000 Penalty: 5463.423828
	Iteration 54Q: 3 clusters Score -5061079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5061093.500000 Penalty: 5463.423828
	Iteration 55Q: 3 clusters Score -5061094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5061114.500000 Penalty: 5463.423828
	Iteration 56Q: 3 clusters Score -5061114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5061120.500000 Penalty: 5463.423828
	Iteration 57Q: 3 clusters Score -5061120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5061131.000000 Penalty: 5463.423828
	Iteration 58Q: 3 clusters Score -5061131 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5061143.500000 Penalty: 5463.423828
	Iteration 59Q: 3 clusters Score -5061144 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5061151.000000 Penalty: 5463.423828
	Iteration 60F: 3 clusters Score -5061151 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5061157.000000 Penalty: 5463.423828
	Iteration 61Q: 3 clusters Score -5061157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5061161.500000 Penalty: 5463.423828
	Iteration 62Q: 3 clusters Score -5061162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5061160.000000 Penalty: 5463.423828
	Iteration 63Q: 3 clusters Score -5061160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5061164.000000 Penalty: 5463.423828
	Iteration 64Q: 3 clusters Score -5061164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5061169.000000 Penalty: 5463.423828
	Iteration 65Q: 3 clusters Score -5061169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5061172.500000 Penalty: 5463.423828
	Iteration 66Q: 3 clusters Score -5061172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5061175.500000 Penalty: 5463.423828
	Iteration 67Q: 3 clusters Score -5061176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5061170.500000 Penalty: 5463.423828
	Iteration 68Q: 3 clusters Score -5061170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5061176.000000 Penalty: 5463.423828
	Iteration 69Q: 3 clusters Score -5061176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5061177.500000 Penalty: 5463.423828
	Iteration 70Q: 3 clusters Score -5061178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5061185.500000 Penalty: 5463.423828
	Iteration 71Q: 3 clusters Score -5061186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5061195.000000 Penalty: 5463.423828
	Iteration 72Q: 3 clusters Score -5061195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5061206.000000 Penalty: 5463.423828
	Iteration 73Q: 3 clusters Score -5061206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5061210.500000 Penalty: 5463.423828
	Iteration 74Q: 3 clusters Score -5061210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5061220.000000 Penalty: 5463.423828
	Iteration 75Q: 3 clusters Score -5061220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5061231.000000 Penalty: 5463.423828
	Iteration 76Q: 3 clusters Score -5061231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5061235.500000 Penalty: 5463.423828
	Iteration 77Q: 3 clusters Score -5061236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5061232.500000 Penalty: 5463.423828
	Iteration 78Q: 3 clusters Score -5061232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5061247.500000 Penalty: 5463.423828
	Iteration 79Q: 3 clusters Score -5061248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5061254.000000 Penalty: 5463.423828
	Iteration 80F: 3 clusters Score -5061254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5061270.000000 Penalty: 5463.423828
	Iteration 81Q: 3 clusters Score -5061270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5061285.500000 Penalty: 5463.423828
	Iteration 82Q: 3 clusters Score -5061286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5061289.500000 Penalty: 5463.423828
	Iteration 83Q: 3 clusters Score -5061290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5061299.000000 Penalty: 5463.423828
	Iteration 84Q: 3 clusters Score -5061299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5061288.000000 Penalty: 5463.423828
	Iteration 85Q: 3 clusters Score -5061288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5061293.000000 Penalty: 5463.423828
	Iteration 86Q: 3 clusters Score -5061293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5061296.000000 Penalty: 5463.423828
	Iteration 87Q: 3 clusters Score -5061296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5061303.000000 Penalty: 5463.423828
	Iteration 88Q: 3 clusters Score -5061303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5061305.000000 Penalty: 5463.423828
	Iteration 89Q: 3 clusters Score -5061305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5061306.000000 Penalty: 5463.423828
	Iteration 90Q: 3 clusters Score -5061306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5061302.000000 Penalty: 5463.423828
	Iteration 91Q: 3 clusters Score -5061302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5061305.500000 Penalty: 5463.423828
	Iteration 92Q: 3 clusters Score -5061306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5061304.500000 Penalty: 5463.423828
	Iteration 93Q: 3 clusters Score -5061304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5061305.500000 Penalty: 5463.423828
	Iteration 94Q: 3 clusters Score -5061306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5061307.500000 Penalty: 5463.423828
	Iteration 95Q: 3 clusters Score -5061308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5061311.500000 Penalty: 5463.423828
	Iteration 96Q: 3 clusters Score -5061312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5061310.500000 Penalty: 5463.423828
	Iteration 97Q: 3 clusters Score -5061310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5061312.000000 Penalty: 5463.423828
	Iteration 98Q: 3 clusters Score -5061312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5061306.500000 Penalty: 5463.423828
	Iteration 99Q: 3 clusters Score -5061306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5061308.500000 Penalty: 5463.423828
	Iteration 100F: 3 clusters Score -5061308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5061309.000000 Penalty: 5463.423828
	Iteration 101Q: 3 clusters Score -5061309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5061310.000000 Penalty: 5463.423828
	Iteration 102Q: 3 clusters Score -5061310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5061313.000000 Penalty: 5463.423828
	Iteration 103Q: 3 clusters Score -5061313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5061309.500000 Penalty: 5463.423828
	Iteration 104Q: 3 clusters Score -5061310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5061311.000000 Penalty: 5463.423828
	Iteration 105Q: 3 clusters Score -5061311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5061310.500000 Penalty: 5463.423828
	Iteration 106Q: 3 clusters Score -5061310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5061309.500000 Penalty: 5463.423828
	Iteration 107Q: 3 clusters Score -5061310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5061322.500000 Penalty: 5463.423828
	Iteration 108Q: 3 clusters Score -5061322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5061320.500000 Penalty: 5463.423828
	Iteration 109Q: 3 clusters Score -5061320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5061321.500000 Penalty: 5463.423828
	Iteration 110Q: 3 clusters Score -5061322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5061321.000000 Penalty: 5463.423828
	Iteration 111Q: 3 clusters Score -5061321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5061321.000000 Penalty: 5463.423828
	Iteration 112F: 3 clusters Score -5061321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -227662.156250 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -227662.2 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 1416 members 
Entering Unmasked Estep 
Score: -224530.843750 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -224530.8 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -225132.484375 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -225132.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -225306.984375 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -225307 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -225430.531250 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -225430.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -225514.046875 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -225514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -225575.609375 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -225575.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -225643.140625 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -225643.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -225713.593750 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -225713.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -225776.828125 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -225776.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -225832.109375 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -225832.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -225890.312500 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -225890.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -225937.046875 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -225937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -225979.203125 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -225979.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -226016.281250 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -226016.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -226051.812500 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -226051.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -226089.843750 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -226089.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -226125.000000 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -226125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -226160.781250 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -226160.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -226186.359375 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -226186.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -226211.843750 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -226211.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -226238.140625 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -226238.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -226260.546875 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -226260.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -226281.437500 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -226281.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -226300.484375 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -226300.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -226317.265625 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -226317.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -226329.906250 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -226329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -226338.531250 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -226338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -226343.593750 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -226343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -226348.656250 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -226348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -226357.234375 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -226357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -226359.593750 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -226359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -226362.140625 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -226362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -226367.015625 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -226367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -226372.750000 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -226372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -226376.109375 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -226376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -226380.281250 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -226380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -226383.703125 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -226383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -226385.968750 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -226386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -226387.000000 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -226387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -226387.937500 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -226387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -226389.593750 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -226389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -226391.515625 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -226391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -226397.390625 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -226397.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -226402.437500 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -226402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -226404.453125 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -226404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -226405.640625 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -226405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -226408.109375 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -226408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -226409.281250 Penalty: 3945.368652
	Iteration 47Q: 3 clusters Score -226409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -226409.281250 Penalty: 3945.368652
	Iteration 48F: 3 clusters Score -226409.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Entering Unmasked Estep 
Score: -2159162.000000 Penalty: 2526.397461
	Iteration 0F: 2 clusters Score -2159162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2140934.250000 Penalty: 5052.794922
	Iteration 0F: 3 clusters Score -2140934 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2147301.750000 Penalty: 5052.794922
	Iteration 1F: 3 clusters Score -2147302 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2148020.250000 Penalty: 5052.794922
	Iteration 2F: 3 clusters Score -2148020 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2148837.500000 Penalty: 5052.794922
	Iteration 3F: 3 clusters Score -2148838 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2149733.750000 Penalty: 5052.794922
	Iteration 4F: 3 clusters Score -2149734 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2150599.750000 Penalty: 5052.794922
	Iteration 5F: 3 clusters Score -2150600 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2151419.750000 Penalty: 5052.794922
	Iteration 6F: 3 clusters Score -2151420 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2152175.250000 Penalty: 5052.794922
	Iteration 7F: 3 clusters Score -2152175 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2152849.250000 Penalty: 5052.794922
	Iteration 8Q: 3 clusters Score -2152849 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2153532.000000 Penalty: 5052.794922
	Iteration 9Q: 3 clusters Score -2153532 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2154230.750000 Penalty: 5052.794922
	Iteration 10Q: 3 clusters Score -2154231 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2154852.000000 Penalty: 5052.794922
	Iteration 11Q: 3 clusters Score -2154852 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2155437.250000 Penalty: 5052.794922
	Iteration 12Q: 3 clusters Score -2155437 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2156011.250000 Penalty: 5052.794922
	Iteration 13Q: 3 clusters Score -2156011 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2156563.000000 Penalty: 5052.794922
	Iteration 14Q: 3 clusters Score -2156563 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2156972.000000 Penalty: 5052.794922
	Iteration 15Q: 3 clusters Score -2156972 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2157283.500000 Penalty: 5052.794922
	Iteration 16Q: 3 clusters Score -2157284 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2157499.500000 Penalty: 5052.794922
	Iteration 17Q: 3 clusters Score -2157500 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2157668.000000 Penalty: 5052.794922
	Iteration 18Q: 3 clusters Score -2157668 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2157799.500000 Penalty: 5052.794922
	Iteration 19Q: 3 clusters Score -2157800 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2157892.750000 Penalty: 5052.794922
	Iteration 20F: 3 clusters Score -2157893 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2157971.000000 Penalty: 5052.794922
	Iteration 21Q: 3 clusters Score -2157971 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2158030.750000 Penalty: 5052.794922
	Iteration 22Q: 3 clusters Score -2158031 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2158066.250000 Penalty: 5052.794922
	Iteration 23Q: 3 clusters Score -2158066 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2158077.250000 Penalty: 5052.794922
	Iteration 24Q: 3 clusters Score -2158077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2158091.250000 Penalty: 5052.794922
	Iteration 25Q: 3 clusters Score -2158091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2158099.250000 Penalty: 5052.794922
	Iteration 26Q: 3 clusters Score -2158099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2158108.750000 Penalty: 5052.794922
	Iteration 27Q: 3 clusters Score -2158109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2158116.250000 Penalty: 5052.794922
	Iteration 28Q: 3 clusters Score -2158116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2158121.750000 Penalty: 5052.794922
	Iteration 29Q: 3 clusters Score -2158122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2158127.500000 Penalty: 5052.794922
	Iteration 30Q: 3 clusters Score -2158128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2158127.000000 Penalty: 5052.794922
	Iteration 31Q: 3 clusters Score -2158127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2158138.000000 Penalty: 5052.794922
	Iteration 32Q: 3 clusters Score -2158138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2158142.250000 Penalty: 5052.794922
	Iteration 33Q: 3 clusters Score -2158142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2158143.000000 Penalty: 5052.794922
	Iteration 34Q: 3 clusters Score -2158143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2158148.000000 Penalty: 5052.794922
	Iteration 35Q: 3 clusters Score -2158148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2158142.750000 Penalty: 5052.794922
	Iteration 36Q: 3 clusters Score -2158143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2158140.500000 Penalty: 5052.794922
	Iteration 37Q: 3 clusters Score -2158140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2158140.750000 Penalty: 5052.794922
	Iteration 38Q: 3 clusters Score -2158141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2158143.000000 Penalty: 5052.794922
	Iteration 39Q: 3 clusters Score -2158143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2158144.250000 Penalty: 5052.794922
	Iteration 40F: 3 clusters Score -2158144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2158136.000000 Penalty: 5052.794922
	Iteration 41Q: 3 clusters Score -2158136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2158137.500000 Penalty: 5052.794922
	Iteration 42Q: 3 clusters Score -2158138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2158141.500000 Penalty: 5052.794922
	Iteration 43Q: 3 clusters Score -2158142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2158145.750000 Penalty: 5052.794922
	Iteration 44Q: 3 clusters Score -2158146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2158144.750000 Penalty: 5052.794922
	Iteration 45Q: 3 clusters Score -2158145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2158147.500000 Penalty: 5052.794922
	Iteration 46Q: 3 clusters Score -2158148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2158148.750000 Penalty: 5052.794922
	Iteration 47Q: 3 clusters Score -2158149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2158147.250000 Penalty: 5052.794922
	Iteration 48Q: 3 clusters Score -2158147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2158144.250000 Penalty: 5052.794922
	Iteration 49Q: 3 clusters Score -2158144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2158141.500000 Penalty: 5052.794922
	Iteration 50Q: 3 clusters Score -2158142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2158139.000000 Penalty: 5052.794922
	Iteration 51Q: 3 clusters Score -2158139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2158140.000000 Penalty: 5052.794922
	Iteration 52Q: 3 clusters Score -2158140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2158140.500000 Penalty: 5052.794922
	Iteration 53Q: 3 clusters Score -2158140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2158144.750000 Penalty: 5052.794922
	Iteration 54Q: 3 clusters Score -2158145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2158140.750000 Penalty: 5052.794922
	Iteration 55Q: 3 clusters Score -2158141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2158144.000000 Penalty: 5052.794922
	Iteration 56Q: 3 clusters Score -2158144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2158146.250000 Penalty: 5052.794922
	Iteration 57Q: 3 clusters Score -2158146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2158147.750000 Penalty: 5052.794922
	Iteration 58Q: 3 clusters Score -2158148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2158151.250000 Penalty: 5052.794922
	Iteration 59Q: 3 clusters Score -2158151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2158152.500000 Penalty: 5052.794922
	Iteration 60F: 3 clusters Score -2158152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2158154.750000 Penalty: 5052.794922
	Iteration 61Q: 3 clusters Score -2158155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2158153.250000 Penalty: 5052.794922
	Iteration 62Q: 3 clusters Score -2158153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2158159.000000 Penalty: 5052.794922
	Iteration 63Q: 3 clusters Score -2158159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2158159.000000 Penalty: 5052.794922
	Iteration 64Q: 3 clusters Score -2158159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2158161.500000 Penalty: 5052.794922
	Iteration 65Q: 3 clusters Score -2158162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2158160.000000 Penalty: 5052.794922
	Iteration 66Q: 3 clusters Score -2158160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2158160.750000 Penalty: 5052.794922
	Iteration 67Q: 3 clusters Score -2158161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2158161.250000 Penalty: 5052.794922
	Iteration 68Q: 3 clusters Score -2158161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2158159.500000 Penalty: 5052.794922
	Iteration 69Q: 3 clusters Score -2158160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2158159.000000 Penalty: 5052.794922
	Iteration 70Q: 3 clusters Score -2158159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2158157.000000 Penalty: 5052.794922
	Iteration 71Q: 3 clusters Score -2158157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2158155.250000 Penalty: 5052.794922
	Iteration 72Q: 3 clusters Score -2158155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2158156.250000 Penalty: 5052.794922
	Iteration 73Q: 3 clusters Score -2158156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2158154.750000 Penalty: 5052.794922
	Iteration 74Q: 3 clusters Score -2158155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2158153.750000 Penalty: 5052.794922
	Iteration 75Q: 3 clusters Score -2158154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2158150.250000 Penalty: 5052.794922
	Iteration 76Q: 3 clusters Score -2158150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2158149.500000 Penalty: 5052.794922
	Iteration 77Q: 3 clusters Score -2158150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2158155.250000 Penalty: 5052.794922
	Iteration 78Q: 3 clusters Score -2158155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2158153.500000 Penalty: 5052.794922
	Iteration 79Q: 3 clusters Score -2158154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2158150.000000 Penalty: 5052.794922
	Iteration 80F: 3 clusters Score -2158150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2158153.750000 Penalty: 5052.794922
	Iteration 81Q: 3 clusters Score -2158154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2158159.000000 Penalty: 5052.794922
	Iteration 82Q: 3 clusters Score -2158159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2158158.750000 Penalty: 5052.794922
	Iteration 83Q: 3 clusters Score -2158159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2158155.000000 Penalty: 5052.794922
	Iteration 84Q: 3 clusters Score -2158155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2158155.000000 Penalty: 5052.794922
	Iteration 85Q: 3 clusters Score -2158155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2158156.000000 Penalty: 5052.794922
	Iteration 86Q: 3 clusters Score -2158156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2158154.250000 Penalty: 5052.794922
	Iteration 87Q: 3 clusters Score -2158154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2158155.750000 Penalty: 5052.794922
	Iteration 88Q: 3 clusters Score -2158156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2158155.750000 Penalty: 5052.794922
	Iteration 89F: 3 clusters Score -2158156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -492066.031250 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -492066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -486366.250000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -486366.2 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -488614.750000 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -488614.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -489430.375000 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -489430.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -490048.500000 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -490048.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -490398.000000 Penalty: 4395.300293
	Iteration 4F: 3 clusters Score -490398 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -490629.031250 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -490629 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -490761.000000 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -490761 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -490857.406250 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -490857.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -490923.562500 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -490923.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -490982.093750 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -490982.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -491036.718750 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -491036.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -491066.656250 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -491066.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -491090.031250 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -491090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -491104.156250 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -491104.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -491114.593750 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -491114.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -491127.812500 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -491127.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -491137.781250 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -491137.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -491145.781250 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -491145.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -491153.312500 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -491153.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -491162.093750 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -491162.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -491166.062500 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -491166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -491171.468750 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -491171.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -491176.718750 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -491176.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -491182.218750 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -491182.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -491189.281250 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -491189.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -491196.375000 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -491196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -491201.437500 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -491201.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -491205.250000 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -491205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -491209.750000 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -491209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -491213.250000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -491213.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -491215.656250 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -491215.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -491220.750000 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -491220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -491223.781250 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -491223.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -491226.593750 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -491226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -491229.312500 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -491229.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -491233.125000 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -491233.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -491236.968750 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -491237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -491241.437500 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -491241.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -491247.968750 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -491248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -491253.031250 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -491253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -491257.812500 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -491257.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -491264.500000 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -491264.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -491267.593750 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -491267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -491271.843750 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -491271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -491274.250000 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -491274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -491275.937500 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -491275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -491277.250000 Penalty: 4395.300293
	Iteration 46Q: 3 clusters Score -491277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -491279.343750 Penalty: 4395.300293
	Iteration 47Q: 3 clusters Score -491279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -491279.937500 Penalty: 4395.300293
	Iteration 48Q: 3 clusters Score -491279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -491280.781250 Penalty: 4395.300293
	Iteration 49Q: 3 clusters Score -491280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -491281.156250 Penalty: 4395.300293
	Iteration 50Q: 3 clusters Score -491281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -491281.875000 Penalty: 4395.300293
	Iteration 51Q: 3 clusters Score -491281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -491283.281250 Penalty: 4395.300293
	Iteration 52Q: 3 clusters Score -491283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -491286.750000 Penalty: 4395.300293
	Iteration 53Q: 3 clusters Score -491286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -491290.062500 Penalty: 4395.300293
	Iteration 54Q: 3 clusters Score -491290.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -491293.906250 Penalty: 4395.300293
	Iteration 55Q: 3 clusters Score -491293.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -491297.281250 Penalty: 4395.300293
	Iteration 56Q: 3 clusters Score -491297.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -491300.500000 Penalty: 4395.300293
	Iteration 57Q: 3 clusters Score -491300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -491301.281250 Penalty: 4395.300293
	Iteration 58Q: 3 clusters Score -491301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -491304.250000 Penalty: 4395.300293
	Iteration 59Q: 3 clusters Score -491304.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -491303.500000 Penalty: 4395.300293
	Iteration 60F: 3 clusters Score -491303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -491305.093750 Penalty: 4395.300293
	Iteration 61Q: 3 clusters Score -491305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -491306.031250 Penalty: 4395.300293
	Iteration 62Q: 3 clusters Score -491306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -491306.468750 Penalty: 4395.300293
	Iteration 63Q: 3 clusters Score -491306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -491308.468750 Penalty: 4395.300293
	Iteration 64Q: 3 clusters Score -491308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -491309.343750 Penalty: 4395.300293
	Iteration 65Q: 3 clusters Score -491309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -491309.718750 Penalty: 4395.300293
	Iteration 66Q: 3 clusters Score -491309.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -491310.937500 Penalty: 4395.300293
	Iteration 67Q: 3 clusters Score -491310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -491311.093750 Penalty: 4395.300293
	Iteration 68Q: 3 clusters Score -491311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -491311.375000 Penalty: 4395.300293
	Iteration 69Q: 3 clusters Score -491311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -491313.593750 Penalty: 4395.300293
	Iteration 70Q: 3 clusters Score -491313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -491313.968750 Penalty: 4395.300293
	Iteration 71Q: 3 clusters Score -491314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -491313.343750 Penalty: 4395.300293
	Iteration 72Q: 3 clusters Score -491313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -491315.125000 Penalty: 4395.300293
	Iteration 73Q: 3 clusters Score -491315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -491317.625000 Penalty: 4395.300293
	Iteration 74Q: 3 clusters Score -491317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -491321.468750 Penalty: 4395.300293
	Iteration 75Q: 3 clusters Score -491321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -491321.750000 Penalty: 4395.300293
	Iteration 76Q: 3 clusters Score -491321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -491323.968750 Penalty: 4395.300293
	Iteration 77Q: 3 clusters Score -491324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -491324.718750 Penalty: 4395.300293
	Iteration 78Q: 3 clusters Score -491324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -491326.312500 Penalty: 4395.300293
	Iteration 79Q: 3 clusters Score -491326.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -491329.531250 Penalty: 4395.300293
	Iteration 80F: 3 clusters Score -491329.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -491329.843750 Penalty: 4395.300293
	Iteration 81Q: 3 clusters Score -491329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -491332.000000 Penalty: 4395.300293
	Iteration 82Q: 3 clusters Score -491332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -491333.093750 Penalty: 4395.300293
	Iteration 83Q: 3 clusters Score -491333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -491332.625000 Penalty: 4395.300293
	Iteration 84Q: 3 clusters Score -491332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -491332.500000 Penalty: 4395.300293
	Iteration 85Q: 3 clusters Score -491332.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -491332.906250 Penalty: 4395.300293
	Iteration 86Q: 3 clusters Score -491332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491333.500000 Penalty: 4395.300293
	Iteration 87Q: 3 clusters Score -491333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491333.500000 Penalty: 4395.300293
	Iteration 88F: 3 clusters Score -491333.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Entering Unmasked Estep 
Score: -2110303.500000 Penalty: 2516.655762
	Iteration 0F: 2 clusters Score -2110304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2092634.750000 Penalty: 5033.311523
	Iteration 0F: 3 clusters Score -2092635 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2098916.500000 Penalty: 5033.311523
	Iteration 1F: 3 clusters Score -2098916 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2099690.750000 Penalty: 5033.311523
	Iteration 2F: 3 clusters Score -2099691 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2100773.500000 Penalty: 5033.311523
	Iteration 3F: 3 clusters Score -2100774 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2102232.250000 Penalty: 5033.311523
	Iteration 4F: 3 clusters Score -2102232 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2103933.500000 Penalty: 5033.311523
	Iteration 5F: 3 clusters Score -2103934 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2105329.750000 Penalty: 5033.311523
	Iteration 6F: 3 clusters Score -2105330 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2106440.250000 Penalty: 5033.311523
	Iteration 7F: 3 clusters Score -2106440 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2107479.500000 Penalty: 5033.311523
	Iteration 8Q: 3 clusters Score -2107480 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2108493.500000 Penalty: 5033.311523
	Iteration 9Q: 3 clusters Score -2108494 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2109512.500000 Penalty: 5033.311523
	Iteration 10Q: 3 clusters Score -2109512 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2110429.750000 Penalty: 5033.311523
	Iteration 11Q: 3 clusters Score -2110430 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2111282.500000 Penalty: 5033.311523
	Iteration 12Q: 3 clusters Score -2111282 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2112085.250000 Penalty: 5033.311523
	Iteration 13Q: 3 clusters Score -2112085 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2112834.500000 Penalty: 5033.311523
	Iteration 14Q: 3 clusters Score -2112834 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2113579.750000 Penalty: 5033.311523
	Iteration 15Q: 3 clusters Score -2113580 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2114125.750000 Penalty: 5033.311523
	Iteration 16Q: 3 clusters Score -2114126 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2114515.250000 Penalty: 5033.311523
	Iteration 17Q: 3 clusters Score -2114515 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2114709.500000 Penalty: 5033.311523
	Iteration 18Q: 3 clusters Score -2114710 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2114806.000000 Penalty: 5033.311523
	Iteration 19Q: 3 clusters Score -2114806 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2114874.000000 Penalty: 5033.311523
	Iteration 20F: 3 clusters Score -2114874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2114892.250000 Penalty: 5033.311523
	Iteration 21Q: 3 clusters Score -2114892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2114903.500000 Penalty: 5033.311523
	Iteration 22Q: 3 clusters Score -2114904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2114906.500000 Penalty: 5033.311523
	Iteration 23Q: 3 clusters Score -2114906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2114908.500000 Penalty: 5033.311523
	Iteration 24Q: 3 clusters Score -2114908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2114913.500000 Penalty: 5033.311523
	Iteration 25Q: 3 clusters Score -2114914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2114910.250000 Penalty: 5033.311523
	Iteration 26Q: 3 clusters Score -2114910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2114914.250000 Penalty: 5033.311523
	Iteration 27Q: 3 clusters Score -2114914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2114916.500000 Penalty: 5033.311523
	Iteration 28Q: 3 clusters Score -2114916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2114918.000000 Penalty: 5033.311523
	Iteration 29Q: 3 clusters Score -2114918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2114920.750000 Penalty: 5033.311523
	Iteration 30Q: 3 clusters Score -2114921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2114922.250000 Penalty: 5033.311523
	Iteration 31Q: 3 clusters Score -2114922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2114917.500000 Penalty: 5033.311523
	Iteration 32Q: 3 clusters Score -2114918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2114916.000000 Penalty: 5033.311523
	Iteration 33Q: 3 clusters Score -2114916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2114916.000000 Penalty: 5033.311523
	Iteration 34F: 3 clusters Score -2114916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 8827 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Mstep: Class 45 contains 17534 members 
Entering Unmasked Estep 
Score: -51133524.000000 Penalty: 149505.343750
Splitting cluster 24 changes total score from -51127540.000000 to -51133524.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (8827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Entering Unmasked Estep 
Score: -717441.375000 Penalty: 2253.221436
	Iteration 0F: 2 clusters Score -717441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -710497.875000 Penalty: 4506.442871
	Iteration 0F: 3 clusters Score -710497.9 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -713022.500000 Penalty: 4506.442871
	Iteration 1F: 3 clusters Score -713022.5 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -714540.625000 Penalty: 4506.442871
	Iteration 2F: 3 clusters Score -714540.6 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -716874.812500 Penalty: 4506.442871
	Iteration 3F: 3 clusters Score -716874.8 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -720069.500000 Penalty: 4506.442871
	Iteration 4F: 3 clusters Score -720069.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -722621.062500 Penalty: 4506.442871
	Iteration 5F: 3 clusters Score -722621.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -723154.250000 Penalty: 4506.442871
	Iteration 6Q: 3 clusters Score -723154.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -723195.625000 Penalty: 4506.442871
	Iteration 7Q: 3 clusters Score -723195.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -723203.125000 Penalty: 4506.442871
	Iteration 8Q: 3 clusters Score -723203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -723207.062500 Penalty: 4506.442871
	Iteration 9Q: 3 clusters Score -723207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -723209.875000 Penalty: 4506.442871
	Iteration 10Q: 3 clusters Score -723209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -723210.375000 Penalty: 4506.442871
	Iteration 11Q: 3 clusters Score -723210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -723210.625000 Penalty: 4506.442871
	Iteration 12Q: 3 clusters Score -723210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -723210.625000 Penalty: 4506.442871
	Iteration 13F: 3 clusters Score -723210.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 2194 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 9454 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Mstep: Class 45 contains 17534 members 
Mstep: Class 46 contains 6633 members 
Entering Unmasked Estep 
Score: -51138300.000000 Penalty: 152827.687500
Splitting cluster 25 changes total score from -51127540.000000 to -51138300.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (9320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Entering Unmasked Estep 
Score: -681577.375000 Penalty: 2266.699707
	Iteration 0F: 2 clusters Score -681577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -674371.250000 Penalty: 4533.399414
	Iteration 0F: 3 clusters Score -674371.2 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -676547.000000 Penalty: 4533.399414
	Iteration 1F: 3 clusters Score -676547 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -677165.812500 Penalty: 4533.399414
	Iteration 2F: 3 clusters Score -677165.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -677754.000000 Penalty: 4533.399414
	Iteration 3F: 3 clusters Score -677754 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -678223.437500 Penalty: 4533.399414
	Iteration 4F: 3 clusters Score -678223.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -678615.875000 Penalty: 4533.399414
	Iteration 5F: 3 clusters Score -678615.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -678990.000000 Penalty: 4533.399414
	Iteration 6F: 3 clusters Score -678990 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -679342.125000 Penalty: 4533.399414
	Iteration 7Q: 3 clusters Score -679342.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -679722.125000 Penalty: 4533.399414
	Iteration 8Q: 3 clusters Score -679722.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -680020.937500 Penalty: 4533.399414
	Iteration 9Q: 3 clusters Score -680020.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -680257.000000 Penalty: 4533.399414
	Iteration 10Q: 3 clusters Score -680257 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -680421.000000 Penalty: 4533.399414
	Iteration 11Q: 3 clusters Score -680421 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -680542.812500 Penalty: 4533.399414
	Iteration 12Q: 3 clusters Score -680542.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -680635.875000 Penalty: 4533.399414
	Iteration 13Q: 3 clusters Score -680635.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -680703.625000 Penalty: 4533.399414
	Iteration 14Q: 3 clusters Score -680703.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -680766.000000 Penalty: 4533.399414
	Iteration 15Q: 3 clusters Score -680766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -680830.375000 Penalty: 4533.399414
	Iteration 16Q: 3 clusters Score -680830.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -680878.687500 Penalty: 4533.399414
	Iteration 17Q: 3 clusters Score -680878.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -680934.687500 Penalty: 4533.399414
	Iteration 18Q: 3 clusters Score -680934.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -680978.937500 Penalty: 4533.399414
	Iteration 19Q: 3 clusters Score -680978.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -681017.187500 Penalty: 4533.399414
	Iteration 20F: 3 clusters Score -681017.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -681046.062500 Penalty: 4533.399414
	Iteration 21Q: 3 clusters Score -681046.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -681070.250000 Penalty: 4533.399414
	Iteration 22Q: 3 clusters Score -681070.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -681087.875000 Penalty: 4533.399414
	Iteration 23Q: 3 clusters Score -681087.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -681107.187500 Penalty: 4533.399414
	Iteration 24Q: 3 clusters Score -681107.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -681130.062500 Penalty: 4533.399414
	Iteration 25Q: 3 clusters Score -681130.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -681142.250000 Penalty: 4533.399414
	Iteration 26Q: 3 clusters Score -681142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -681147.437500 Penalty: 4533.399414
	Iteration 27Q: 3 clusters Score -681147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -681154.125000 Penalty: 4533.399414
	Iteration 28Q: 3 clusters Score -681154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -681157.687500 Penalty: 4533.399414
	Iteration 29Q: 3 clusters Score -681157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -681162.750000 Penalty: 4533.399414
	Iteration 30Q: 3 clusters Score -681162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -681166.312500 Penalty: 4533.399414
	Iteration 31Q: 3 clusters Score -681166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -681170.687500 Penalty: 4533.399414
	Iteration 32Q: 3 clusters Score -681170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -681173.812500 Penalty: 4533.399414
	Iteration 33Q: 3 clusters Score -681173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -681177.937500 Penalty: 4533.399414
	Iteration 34Q: 3 clusters Score -681177.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -681178.687500 Penalty: 4533.399414
	Iteration 35Q: 3 clusters Score -681178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -681183.937500 Penalty: 4533.399414
	Iteration 36Q: 3 clusters Score -681183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -681184.187500 Penalty: 4533.399414
	Iteration 37Q: 3 clusters Score -681184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -681185.187500 Penalty: 4533.399414
	Iteration 38Q: 3 clusters Score -681185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -681187.437500 Penalty: 4533.399414
	Iteration 39Q: 3 clusters Score -681187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -681188.625000 Penalty: 4533.399414
	Iteration 40F: 3 clusters Score -681188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -681188.625000 Penalty: 4533.399414
	Iteration 41Q: 3 clusters Score -681188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -681189.250000 Penalty: 4533.399414
	Iteration 42Q: 3 clusters Score -681189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -681189.625000 Penalty: 4533.399414
	Iteration 43Q: 3 clusters Score -681189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -681189.625000 Penalty: 4533.399414
	Iteration 44F: 3 clusters Score -681189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Entering Unmasked Estep 
Score: -852478.875000 Penalty: 2294.010498
	Iteration 0F: 2 clusters Score -852478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -844488.312500 Penalty: 4588.020996
	Iteration 0F: 3 clusters Score -844488.3 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -846770.875000 Penalty: 4588.020996
	Iteration 1F: 3 clusters Score -846770.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -847132.062500 Penalty: 4588.020996
	Iteration 2F: 3 clusters Score -847132.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -847446.437500 Penalty: 4588.020996
	Iteration 3F: 3 clusters Score -847446.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -847739.625000 Penalty: 4588.020996
	Iteration 4F: 3 clusters Score -847739.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -848027.937500 Penalty: 4588.020996
	Iteration 5Q: 3 clusters Score -848027.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -848330.312500 Penalty: 4588.020996
	Iteration 6Q: 3 clusters Score -848330.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -848676.437500 Penalty: 4588.020996
	Iteration 7F: 3 clusters Score -848676.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -848995.062500 Penalty: 4588.020996
	Iteration 8Q: 3 clusters Score -848995.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -849285.937500 Penalty: 4588.020996
	Iteration 9Q: 3 clusters Score -849285.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -849491.125000 Penalty: 4588.020996
	Iteration 10Q: 3 clusters Score -849491.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -849636.937500 Penalty: 4588.020996
	Iteration 11Q: 3 clusters Score -849636.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -849725.875000 Penalty: 4588.020996
	Iteration 12Q: 3 clusters Score -849725.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -849782.750000 Penalty: 4588.020996
	Iteration 13Q: 3 clusters Score -849782.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -849831.125000 Penalty: 4588.020996
	Iteration 14Q: 3 clusters Score -849831.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -849870.562500 Penalty: 4588.020996
	Iteration 15Q: 3 clusters Score -849870.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -849899.250000 Penalty: 4588.020996
	Iteration 16Q: 3 clusters Score -849899.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -849926.875000 Penalty: 4588.020996
	Iteration 17Q: 3 clusters Score -849926.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -849948.125000 Penalty: 4588.020996
	Iteration 18Q: 3 clusters Score -849948.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -849967.875000 Penalty: 4588.020996
	Iteration 19Q: 3 clusters Score -849967.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -849992.250000 Penalty: 4588.020996
	Iteration 20F: 3 clusters Score -849992.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -850013.125000 Penalty: 4588.020996
	Iteration 21Q: 3 clusters Score -850013.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -850027.375000 Penalty: 4588.020996
	Iteration 22Q: 3 clusters Score -850027.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -850037.687500 Penalty: 4588.020996
	Iteration 23Q: 3 clusters Score -850037.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -850046.312500 Penalty: 4588.020996
	Iteration 24Q: 3 clusters Score -850046.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -850056.375000 Penalty: 4588.020996
	Iteration 25Q: 3 clusters Score -850056.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -850068.812500 Penalty: 4588.020996
	Iteration 26Q: 3 clusters Score -850068.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -850073.187500 Penalty: 4588.020996
	Iteration 27Q: 3 clusters Score -850073.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -850085.312500 Penalty: 4588.020996
	Iteration 28Q: 3 clusters Score -850085.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -850093.437500 Penalty: 4588.020996
	Iteration 29Q: 3 clusters Score -850093.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -850103.500000 Penalty: 4588.020996
	Iteration 30Q: 3 clusters Score -850103.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -850107.125000 Penalty: 4588.020996
	Iteration 31Q: 3 clusters Score -850107.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -850118.000000 Penalty: 4588.020996
	Iteration 32Q: 3 clusters Score -850118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -850123.937500 Penalty: 4588.020996
	Iteration 33Q: 3 clusters Score -850123.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -850132.250000 Penalty: 4588.020996
	Iteration 34Q: 3 clusters Score -850132.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -850141.687500 Penalty: 4588.020996
	Iteration 35Q: 3 clusters Score -850141.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -850146.375000 Penalty: 4588.020996
	Iteration 36Q: 3 clusters Score -850146.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -850153.000000 Penalty: 4588.020996
	Iteration 37Q: 3 clusters Score -850153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -850155.000000 Penalty: 4588.020996
	Iteration 38Q: 3 clusters Score -850155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -850160.437500 Penalty: 4588.020996
	Iteration 39Q: 3 clusters Score -850160.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -850162.250000 Penalty: 4588.020996
	Iteration 40F: 3 clusters Score -850162.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -850166.000000 Penalty: 4588.020996
	Iteration 41Q: 3 clusters Score -850166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -850172.250000 Penalty: 4588.020996
	Iteration 42Q: 3 clusters Score -850172.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -850177.312500 Penalty: 4588.020996
	Iteration 43Q: 3 clusters Score -850177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -850180.500000 Penalty: 4588.020996
	Iteration 44Q: 3 clusters Score -850180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -850182.250000 Penalty: 4588.020996
	Iteration 45Q: 3 clusters Score -850182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -850182.312500 Penalty: 4588.020996
	Iteration 46Q: 3 clusters Score -850182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -850186.625000 Penalty: 4588.020996
	Iteration 47Q: 3 clusters Score -850186.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -850193.937500 Penalty: 4588.020996
	Iteration 48Q: 3 clusters Score -850193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -850199.750000 Penalty: 4588.020996
	Iteration 49Q: 3 clusters Score -850199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -850202.500000 Penalty: 4588.020996
	Iteration 50Q: 3 clusters Score -850202.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -850209.000000 Penalty: 4588.020996
	Iteration 51Q: 3 clusters Score -850209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -850213.000000 Penalty: 4588.020996
	Iteration 52Q: 3 clusters Score -850213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -850215.562500 Penalty: 4588.020996
	Iteration 53Q: 3 clusters Score -850215.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -850217.562500 Penalty: 4588.020996
	Iteration 54Q: 3 clusters Score -850217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -850221.750000 Penalty: 4588.020996
	Iteration 55Q: 3 clusters Score -850221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -850225.125000 Penalty: 4588.020996
	Iteration 56Q: 3 clusters Score -850225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -850227.625000 Penalty: 4588.020996
	Iteration 57Q: 3 clusters Score -850227.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -850231.937500 Penalty: 4588.020996
	Iteration 58Q: 3 clusters Score -850231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -850233.812500 Penalty: 4588.020996
	Iteration 59Q: 3 clusters Score -850233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -850236.250000 Penalty: 4588.020996
	Iteration 60F: 3 clusters Score -850236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -850242.687500 Penalty: 4588.020996
	Iteration 61Q: 3 clusters Score -850242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -850240.000000 Penalty: 4588.020996
	Iteration 62Q: 3 clusters Score -850240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -850243.562500 Penalty: 4588.020996
	Iteration 63Q: 3 clusters Score -850243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -850247.000000 Penalty: 4588.020996
	Iteration 64Q: 3 clusters Score -850247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -850251.312500 Penalty: 4588.020996
	Iteration 65Q: 3 clusters Score -850251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -850253.375000 Penalty: 4588.020996
	Iteration 66Q: 3 clusters Score -850253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -850252.500000 Penalty: 4588.020996
	Iteration 67Q: 3 clusters Score -850252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -850255.375000 Penalty: 4588.020996
	Iteration 68Q: 3 clusters Score -850255.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -850253.375000 Penalty: 4588.020996
	Iteration 69Q: 3 clusters Score -850253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -850254.562500 Penalty: 4588.020996
	Iteration 70Q: 3 clusters Score -850254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -850254.250000 Penalty: 4588.020996
	Iteration 71Q: 3 clusters Score -850254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -850254.687500 Penalty: 4588.020996
	Iteration 72Q: 3 clusters Score -850254.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -850255.312500 Penalty: 4588.020996
	Iteration 73Q: 3 clusters Score -850255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -850257.437500 Penalty: 4588.020996
	Iteration 74Q: 3 clusters Score -850257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -850259.187500 Penalty: 4588.020996
	Iteration 75Q: 3 clusters Score -850259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -850261.750000 Penalty: 4588.020996
	Iteration 76Q: 3 clusters Score -850261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -850260.750000 Penalty: 4588.020996
	Iteration 77Q: 3 clusters Score -850260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -850262.750000 Penalty: 4588.020996
	Iteration 78Q: 3 clusters Score -850262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -850262.000000 Penalty: 4588.020996
	Iteration 79Q: 3 clusters Score -850262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -850264.750000 Penalty: 4588.020996
	Iteration 80F: 3 clusters Score -850264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -850265.062500 Penalty: 4588.020996
	Iteration 81Q: 3 clusters Score -850265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -850268.812500 Penalty: 4588.020996
	Iteration 82Q: 3 clusters Score -850268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -850270.062500 Penalty: 4588.020996
	Iteration 83Q: 3 clusters Score -850270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -850269.437500 Penalty: 4588.020996
	Iteration 84Q: 3 clusters Score -850269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -850270.312500 Penalty: 4588.020996
	Iteration 85Q: 3 clusters Score -850270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -850270.937500 Penalty: 4588.020996
	Iteration 86Q: 3 clusters Score -850270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -850272.312500 Penalty: 4588.020996
	Iteration 87Q: 3 clusters Score -850272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -850273.625000 Penalty: 4588.020996
	Iteration 88Q: 3 clusters Score -850273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -850274.062500 Penalty: 4588.020996
	Iteration 89Q: 3 clusters Score -850274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -850273.812500 Penalty: 4588.020996
	Iteration 90Q: 3 clusters Score -850273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -850276.687500 Penalty: 4588.020996
	Iteration 91Q: 3 clusters Score -850276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -850274.437500 Penalty: 4588.020996
	Iteration 92Q: 3 clusters Score -850274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -850274.750000 Penalty: 4588.020996
	Iteration 93Q: 3 clusters Score -850274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -850276.375000 Penalty: 4588.020996
	Iteration 94Q: 3 clusters Score -850276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -850276.875000 Penalty: 4588.020996
	Iteration 95Q: 3 clusters Score -850276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -850278.625000 Penalty: 4588.020996
	Iteration 96Q: 3 clusters Score -850278.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -850278.812500 Penalty: 4588.020996
	Iteration 97Q: 3 clusters Score -850278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -850278.250000 Penalty: 4588.020996
	Iteration 98Q: 3 clusters Score -850278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -850278.062500 Penalty: 4588.020996
	Iteration 99Q: 3 clusters Score -850278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -850281.937500 Penalty: 4588.020996
	Iteration 100F: 3 clusters Score -850281.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -850286.062500 Penalty: 4588.020996
	Iteration 101Q: 3 clusters Score -850286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -850288.062500 Penalty: 4588.020996
	Iteration 102Q: 3 clusters Score -850288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -850290.312500 Penalty: 4588.020996
	Iteration 103Q: 3 clusters Score -850290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -850291.437500 Penalty: 4588.020996
	Iteration 104Q: 3 clusters Score -850291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -850291.812500 Penalty: 4588.020996
	Iteration 105Q: 3 clusters Score -850291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -850294.812500 Penalty: 4588.020996
	Iteration 106Q: 3 clusters Score -850294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -850299.562500 Penalty: 4588.020996
	Iteration 107Q: 3 clusters Score -850299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -850301.750000 Penalty: 4588.020996
	Iteration 108Q: 3 clusters Score -850301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -850303.125000 Penalty: 4588.020996
	Iteration 109Q: 3 clusters Score -850303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -850307.812500 Penalty: 4588.020996
	Iteration 110Q: 3 clusters Score -850307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -850310.500000 Penalty: 4588.020996
	Iteration 111Q: 3 clusters Score -850310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -850315.500000 Penalty: 4588.020996
	Iteration 112Q: 3 clusters Score -850315.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -850323.000000 Penalty: 4588.020996
	Iteration 113Q: 3 clusters Score -850323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -850327.062500 Penalty: 4588.020996
	Iteration 114Q: 3 clusters Score -850327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -850334.312500 Penalty: 4588.020996
	Iteration 115Q: 3 clusters Score -850334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -850336.437500 Penalty: 4588.020996
	Iteration 116Q: 3 clusters Score -850336.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -850339.875000 Penalty: 4588.020996
	Iteration 117Q: 3 clusters Score -850339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -850343.000000 Penalty: 4588.020996
	Iteration 118Q: 3 clusters Score -850343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -850345.000000 Penalty: 4588.020996
	Iteration 119Q: 3 clusters Score -850345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -850346.875000 Penalty: 4588.020996
	Iteration 120F: 3 clusters Score -850346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -850349.000000 Penalty: 4588.020996
	Iteration 121Q: 3 clusters Score -850349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -850352.000000 Penalty: 4588.020996
	Iteration 122Q: 3 clusters Score -850352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -850352.562500 Penalty: 4588.020996
	Iteration 123Q: 3 clusters Score -850352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -850356.750000 Penalty: 4588.020996
	Iteration 124Q: 3 clusters Score -850356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -850360.000000 Penalty: 4588.020996
	Iteration 125Q: 3 clusters Score -850360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -850361.375000 Penalty: 4588.020996
	Iteration 126Q: 3 clusters Score -850361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -850362.937500 Penalty: 4588.020996
	Iteration 127Q: 3 clusters Score -850362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -850363.750000 Penalty: 4588.020996
	Iteration 128Q: 3 clusters Score -850363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -850367.687500 Penalty: 4588.020996
	Iteration 129Q: 3 clusters Score -850367.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -850369.875000 Penalty: 4588.020996
	Iteration 130Q: 3 clusters Score -850369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -850373.062500 Penalty: 4588.020996
	Iteration 131Q: 3 clusters Score -850373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -850375.562500 Penalty: 4588.020996
	Iteration 132Q: 3 clusters Score -850375.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -850377.187500 Penalty: 4588.020996
	Iteration 133Q: 3 clusters Score -850377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -850380.312500 Penalty: 4588.020996
	Iteration 134Q: 3 clusters Score -850380.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -850381.187500 Penalty: 4588.020996
	Iteration 135Q: 3 clusters Score -850381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -850384.125000 Penalty: 4588.020996
	Iteration 136Q: 3 clusters Score -850384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -850387.437500 Penalty: 4588.020996
	Iteration 137Q: 3 clusters Score -850387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -850390.250000 Penalty: 4588.020996
	Iteration 138Q: 3 clusters Score -850390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -850392.937500 Penalty: 4588.020996
	Iteration 139Q: 3 clusters Score -850392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -850400.125000 Penalty: 4588.020996
	Iteration 140F: 3 clusters Score -850400.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -850406.187500 Penalty: 4588.020996
	Iteration 141Q: 3 clusters Score -850406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -850411.750000 Penalty: 4588.020996
	Iteration 142Q: 3 clusters Score -850411.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -850418.625000 Penalty: 4588.020996
	Iteration 143Q: 3 clusters Score -850418.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -850423.250000 Penalty: 4588.020996
	Iteration 144Q: 3 clusters Score -850423.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -850429.500000 Penalty: 4588.020996
	Iteration 145Q: 3 clusters Score -850429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -850434.125000 Penalty: 4588.020996
	Iteration 146Q: 3 clusters Score -850434.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -850440.375000 Penalty: 4588.020996
	Iteration 147Q: 3 clusters Score -850440.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -850447.062500 Penalty: 4588.020996
	Iteration 148Q: 3 clusters Score -850447.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -850457.875000 Penalty: 4588.020996
	Iteration 149Q: 3 clusters Score -850457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -850464.062500 Penalty: 4588.020996
	Iteration 150Q: 3 clusters Score -850464.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -850474.312500 Penalty: 4588.020996
	Iteration 151Q: 3 clusters Score -850474.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -850479.312500 Penalty: 4588.020996
	Iteration 152Q: 3 clusters Score -850479.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -850481.125000 Penalty: 4588.020996
	Iteration 153Q: 3 clusters Score -850481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -850481.687500 Penalty: 4588.020996
	Iteration 154Q: 3 clusters Score -850481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -850481.687500 Penalty: 4588.020996
	Iteration 155F: 3 clusters Score -850481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Entering Unmasked Estep 
Score: -757860.875000 Penalty: 2270.239746
	Iteration 0F: 2 clusters Score -757860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -750582.000000 Penalty: 4540.479492
	Iteration 0F: 3 clusters Score -750582 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -752683.750000 Penalty: 4540.479492
	Iteration 1F: 3 clusters Score -752683.8 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -753229.687500 Penalty: 4540.479492
	Iteration 2F: 3 clusters Score -753229.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -753843.500000 Penalty: 4540.479492
	Iteration 3F: 3 clusters Score -753843.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -754452.687500 Penalty: 4540.479492
	Iteration 4F: 3 clusters Score -754452.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -755061.187500 Penalty: 4540.479492
	Iteration 5F: 3 clusters Score -755061.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -755577.625000 Penalty: 4540.479492
	Iteration 6F: 3 clusters Score -755577.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -755982.000000 Penalty: 4540.479492
	Iteration 7F: 3 clusters Score -755982 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -756302.625000 Penalty: 4540.479492
	Iteration 8Q: 3 clusters Score -756302.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -756595.062500 Penalty: 4540.479492
	Iteration 9Q: 3 clusters Score -756595.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -756920.375000 Penalty: 4540.479492
	Iteration 10Q: 3 clusters Score -756920.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -757294.562500 Penalty: 4540.479492
	Iteration 11Q: 3 clusters Score -757294.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -757666.750000 Penalty: 4540.479492
	Iteration 12Q: 3 clusters Score -757666.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -757863.312500 Penalty: 4540.479492
	Iteration 13Q: 3 clusters Score -757863.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -757968.375000 Penalty: 4540.479492
	Iteration 14Q: 3 clusters Score -757968.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -758029.437500 Penalty: 4540.479492
	Iteration 15Q: 3 clusters Score -758029.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -758063.187500 Penalty: 4540.479492
	Iteration 16Q: 3 clusters Score -758063.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -758088.500000 Penalty: 4540.479492
	Iteration 17Q: 3 clusters Score -758088.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -758102.562500 Penalty: 4540.479492
	Iteration 18Q: 3 clusters Score -758102.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -758113.000000 Penalty: 4540.479492
	Iteration 19Q: 3 clusters Score -758113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -758120.312500 Penalty: 4540.479492
	Iteration 20F: 3 clusters Score -758120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -758125.875000 Penalty: 4540.479492
	Iteration 21Q: 3 clusters Score -758125.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -758129.375000 Penalty: 4540.479492
	Iteration 22Q: 3 clusters Score -758129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -758134.187500 Penalty: 4540.479492
	Iteration 23Q: 3 clusters Score -758134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -758138.125000 Penalty: 4540.479492
	Iteration 24Q: 3 clusters Score -758138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -758139.500000 Penalty: 4540.479492
	Iteration 25Q: 3 clusters Score -758139.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -758146.500000 Penalty: 4540.479492
	Iteration 26Q: 3 clusters Score -758146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -758146.875000 Penalty: 4540.479492
	Iteration 27Q: 3 clusters Score -758146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -758147.000000 Penalty: 4540.479492
	Iteration 28Q: 3 clusters Score -758147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -758151.187500 Penalty: 4540.479492
	Iteration 29Q: 3 clusters Score -758151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -758157.625000 Penalty: 4540.479492
	Iteration 30Q: 3 clusters Score -758157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -758160.000000 Penalty: 4540.479492
	Iteration 31Q: 3 clusters Score -758160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -758164.187500 Penalty: 4540.479492
	Iteration 32Q: 3 clusters Score -758164.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -758173.125000 Penalty: 4540.479492
	Iteration 33Q: 3 clusters Score -758173.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -758182.687500 Penalty: 4540.479492
	Iteration 34Q: 3 clusters Score -758182.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -758194.375000 Penalty: 4540.479492
	Iteration 35Q: 3 clusters Score -758194.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -758209.812500 Penalty: 4540.479492
	Iteration 36Q: 3 clusters Score -758209.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -758223.375000 Penalty: 4540.479492
	Iteration 37Q: 3 clusters Score -758223.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -758247.125000 Penalty: 4540.479492
	Iteration 38Q: 3 clusters Score -758247.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -758290.375000 Penalty: 4540.479492
	Iteration 39Q: 3 clusters Score -758290.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -758340.562500 Penalty: 4540.479492
	Iteration 40F: 3 clusters Score -758340.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -758405.875000 Penalty: 4540.479492
	Iteration 41Q: 3 clusters Score -758405.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -758478.125000 Penalty: 4540.479492
	Iteration 42Q: 3 clusters Score -758478.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -758539.812500 Penalty: 4540.479492
	Iteration 43Q: 3 clusters Score -758539.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -758599.875000 Penalty: 4540.479492
	Iteration 44Q: 3 clusters Score -758599.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -758659.437500 Penalty: 4540.479492
	Iteration 45Q: 3 clusters Score -758659.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -758713.000000 Penalty: 4540.479492
	Iteration 46Q: 3 clusters Score -758713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -758736.625000 Penalty: 4540.479492
	Iteration 47Q: 3 clusters Score -758736.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -758754.250000 Penalty: 4540.479492
	Iteration 48Q: 3 clusters Score -758754.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -758768.312500 Penalty: 4540.479492
	Iteration 49Q: 3 clusters Score -758768.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -758776.812500 Penalty: 4540.479492
	Iteration 50Q: 3 clusters Score -758776.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -758781.500000 Penalty: 4540.479492
	Iteration 51Q: 3 clusters Score -758781.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -758785.687500 Penalty: 4540.479492
	Iteration 52Q: 3 clusters Score -758785.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -758787.625000 Penalty: 4540.479492
	Iteration 53Q: 3 clusters Score -758787.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -758789.750000 Penalty: 4540.479492
	Iteration 54Q: 3 clusters Score -758789.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -758791.625000 Penalty: 4540.479492
	Iteration 55Q: 3 clusters Score -758791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -758793.062500 Penalty: 4540.479492
	Iteration 56Q: 3 clusters Score -758793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -758796.750000 Penalty: 4540.479492
	Iteration 57Q: 3 clusters Score -758796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -758796.312500 Penalty: 4540.479492
	Iteration 58Q: 3 clusters Score -758796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -758797.125000 Penalty: 4540.479492
	Iteration 59Q: 3 clusters Score -758797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -758800.312500 Penalty: 4540.479492
	Iteration 60F: 3 clusters Score -758800.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -758802.562500 Penalty: 4540.479492
	Iteration 61Q: 3 clusters Score -758802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -758802.000000 Penalty: 4540.479492
	Iteration 62Q: 3 clusters Score -758802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -758802.562500 Penalty: 4540.479492
	Iteration 63Q: 3 clusters Score -758802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -758803.562500 Penalty: 4540.479492
	Iteration 64Q: 3 clusters Score -758803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -758803.375000 Penalty: 4540.479492
	Iteration 65Q: 3 clusters Score -758803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -758804.187500 Penalty: 4540.479492
	Iteration 66Q: 3 clusters Score -758804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -758804.187500 Penalty: 4540.479492
	Iteration 67F: 3 clusters Score -758804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 2194 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Mstep: Class 45 contains 17534 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 5843 members 
Entering Unmasked Estep 
Score: -51138344.000000 Penalty: 156150.015625
Splitting cluster 28 changes total score from -51127540.000000 to -51138344.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -219075.406250 Penalty: 2019.520264
	Iteration 0F: 2 clusters Score -219075.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -215655.468750 Penalty: 4039.040527
	Iteration 0F: 3 clusters Score -215655.5 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -216747.421875 Penalty: 4039.040527
	Iteration 1F: 3 clusters Score -216747.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -217183.578125 Penalty: 4039.040527
	Iteration 2F: 3 clusters Score -217183.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -217467.875000 Penalty: 4039.040527
	Iteration 3F: 3 clusters Score -217467.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -217649.250000 Penalty: 4039.040527
	Iteration 4F: 3 clusters Score -217649.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -217774.125000 Penalty: 4039.040527
	Iteration 5Q: 3 clusters Score -217774.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -217877.312500 Penalty: 4039.040527
	Iteration 6Q: 3 clusters Score -217877.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -218012.000000 Penalty: 4039.040527
	Iteration 7Q: 3 clusters Score -218012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -218218.812500 Penalty: 4039.040527
	Iteration 8Q: 3 clusters Score -218218.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -218439.984375 Penalty: 4039.040527
	Iteration 9Q: 3 clusters Score -218440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -218579.234375 Penalty: 4039.040527
	Iteration 10Q: 3 clusters Score -218579.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -218657.765625 Penalty: 4039.040527
	Iteration 11Q: 3 clusters Score -218657.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -218706.328125 Penalty: 4039.040527
	Iteration 12Q: 3 clusters Score -218706.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -218752.203125 Penalty: 4039.040527
	Iteration 13Q: 3 clusters Score -218752.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -218787.703125 Penalty: 4039.040527
	Iteration 14Q: 3 clusters Score -218787.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -218825.156250 Penalty: 4039.040527
	Iteration 15Q: 3 clusters Score -218825.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -218857.031250 Penalty: 4039.040527
	Iteration 16Q: 3 clusters Score -218857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -218876.437500 Penalty: 4039.040527
	Iteration 17Q: 3 clusters Score -218876.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218904.281250 Penalty: 4039.040527
	Iteration 18Q: 3 clusters Score -218904.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -218926.250000 Penalty: 4039.040527
	Iteration 19Q: 3 clusters Score -218926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218941.859375 Penalty: 4039.040527
	Iteration 20F: 3 clusters Score -218941.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -218955.171875 Penalty: 4039.040527
	Iteration 21Q: 3 clusters Score -218955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -218970.031250 Penalty: 4039.040527
	Iteration 22Q: 3 clusters Score -218970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -218993.343750 Penalty: 4039.040527
	Iteration 23Q: 3 clusters Score -218993.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219002.421875 Penalty: 4039.040527
	Iteration 24Q: 3 clusters Score -219002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219009.265625 Penalty: 4039.040527
	Iteration 25Q: 3 clusters Score -219009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219012.859375 Penalty: 4039.040527
	Iteration 26Q: 3 clusters Score -219012.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -219015.234375 Penalty: 4039.040527
	Iteration 27Q: 3 clusters Score -219015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219016.890625 Penalty: 4039.040527
	Iteration 28Q: 3 clusters Score -219016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219016.890625 Penalty: 4039.040527
	Iteration 29F: 3 clusters Score -219016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Entering Unmasked Estep 
Score: -1032887.250000 Penalty: 2342.324951
	Iteration 0F: 2 clusters Score -1032887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1023425.500000 Penalty: 4684.649902
	Iteration 0F: 3 clusters Score -1023426 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1026554.125000 Penalty: 4684.649902
	Iteration 1F: 3 clusters Score -1026554 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1027047.937500 Penalty: 4684.649902
	Iteration 2F: 3 clusters Score -1027048 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1027619.000000 Penalty: 4684.649902
	Iteration 3F: 3 clusters Score -1027619 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1028422.625000 Penalty: 4684.649902
	Iteration 4F: 3 clusters Score -1028423 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1029548.437500 Penalty: 4684.649902
	Iteration 5F: 3 clusters Score -1029548 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1031005.437500 Penalty: 4684.649902
	Iteration 6F: 3 clusters Score -1031005 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1032616.750000 Penalty: 4684.649902
	Iteration 7F: 3 clusters Score -1032617 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1033828.562500 Penalty: 4684.649902
	Iteration 8F: 3 clusters Score -1033829 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1035331.687500 Penalty: 4684.649902
	Iteration 9F: 3 clusters Score -1035332 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1037229.000000 Penalty: 4684.649902
	Iteration 10Q: 3 clusters Score -1037229 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1038165.562500 Penalty: 4684.649902
	Iteration 11Q: 3 clusters Score -1038166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1038420.812500 Penalty: 4684.649902
	Iteration 12Q: 3 clusters Score -1038421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1038641.812500 Penalty: 4684.649902
	Iteration 13Q: 3 clusters Score -1038642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1038825.812500 Penalty: 4684.649902
	Iteration 14Q: 3 clusters Score -1038826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1038922.937500 Penalty: 4684.649902
	Iteration 15Q: 3 clusters Score -1038923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1038962.812500 Penalty: 4684.649902
	Iteration 16Q: 3 clusters Score -1038963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1038980.812500 Penalty: 4684.649902
	Iteration 17Q: 3 clusters Score -1038981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1038987.312500 Penalty: 4684.649902
	Iteration 18Q: 3 clusters Score -1038987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1038992.750000 Penalty: 4684.649902
	Iteration 19Q: 3 clusters Score -1038993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1038994.437500 Penalty: 4684.649902
	Iteration 20F: 3 clusters Score -1038994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1038996.687500 Penalty: 4684.649902
	Iteration 21Q: 3 clusters Score -1038997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1038999.500000 Penalty: 4684.649902
	Iteration 22Q: 3 clusters Score -1039000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1039000.437500 Penalty: 4684.649902
	Iteration 23Q: 3 clusters Score -1039000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1039002.562500 Penalty: 4684.649902
	Iteration 24Q: 3 clusters Score -1039003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1039001.250000 Penalty: 4684.649902
	Iteration 25Q: 3 clusters Score -1039001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1039001.187500 Penalty: 4684.649902
	Iteration 26Q: 3 clusters Score -1039001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1039002.937500 Penalty: 4684.649902
	Iteration 27Q: 3 clusters Score -1039003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1039001.687500 Penalty: 4684.649902
	Iteration 28Q: 3 clusters Score -1039002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1039002.687500 Penalty: 4684.649902
	Iteration 29Q: 3 clusters Score -1039003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1039004.187500 Penalty: 4684.649902
	Iteration 30Q: 3 clusters Score -1039004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1039004.187500 Penalty: 4684.649902
	Iteration 31F: 3 clusters Score -1039004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 2194 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 32503 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Mstep: Class 45 contains 17534 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 5843 members 
Mstep: Class 48 contains 6991 members 
Entering Unmasked Estep 
Score: -51143336.000000 Penalty: 159472.359375
Splitting cluster 30 changes total score from -51127540.000000 to -51143336.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (32503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Entering Unmasked Estep 
Score: -2627690.500000 Penalty: 2576.493652
	Iteration 0F: 2 clusters Score -2627690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2605562.000000 Penalty: 5152.987305
	Iteration 0F: 3 clusters Score -2605562 nChanged 14716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2614356.000000 Penalty: 5152.987305
	Iteration 1F: 3 clusters Score -2614356 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2616320.500000 Penalty: 5152.987305
	Iteration 2F: 3 clusters Score -2616320 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2619248.750000 Penalty: 5152.987305
	Iteration 3F: 3 clusters Score -2619249 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2622291.500000 Penalty: 5152.987305
	Iteration 4F: 3 clusters Score -2622292 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2624432.750000 Penalty: 5152.987305
	Iteration 5F: 3 clusters Score -2624433 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2625727.000000 Penalty: 5152.987305
	Iteration 6F: 3 clusters Score -2625727 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2626560.250000 Penalty: 5152.987305
	Iteration 7Q: 3 clusters Score -2626560 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2627124.750000 Penalty: 5152.987305
	Iteration 8Q: 3 clusters Score -2627125 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2627569.750000 Penalty: 5152.987305
	Iteration 9Q: 3 clusters Score -2627570 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2627970.500000 Penalty: 5152.987305
	Iteration 10Q: 3 clusters Score -2627970 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2628323.000000 Penalty: 5152.987305
	Iteration 11Q: 3 clusters Score -2628323 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2628583.250000 Penalty: 5152.987305
	Iteration 12Q: 3 clusters Score -2628583 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2628786.500000 Penalty: 5152.987305
	Iteration 13Q: 3 clusters Score -2628786 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2628990.250000 Penalty: 5152.987305
	Iteration 14Q: 3 clusters Score -2628990 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2629101.750000 Penalty: 5152.987305
	Iteration 15Q: 3 clusters Score -2629102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2629192.750000 Penalty: 5152.987305
	Iteration 16Q: 3 clusters Score -2629193 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2629250.000000 Penalty: 5152.987305
	Iteration 17Q: 3 clusters Score -2629250 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2629270.000000 Penalty: 5152.987305
	Iteration 18Q: 3 clusters Score -2629270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2629302.250000 Penalty: 5152.987305
	Iteration 19Q: 3 clusters Score -2629302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2629318.250000 Penalty: 5152.987305
	Iteration 20F: 3 clusters Score -2629318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2629338.000000 Penalty: 5152.987305
	Iteration 21Q: 3 clusters Score -2629338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2629336.250000 Penalty: 5152.987305
	Iteration 22Q: 3 clusters Score -2629336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2629336.500000 Penalty: 5152.987305
	Iteration 23Q: 3 clusters Score -2629336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2629335.750000 Penalty: 5152.987305
	Iteration 24Q: 3 clusters Score -2629336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2629332.500000 Penalty: 5152.987305
	Iteration 25Q: 3 clusters Score -2629332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2629328.500000 Penalty: 5152.987305
	Iteration 26Q: 3 clusters Score -2629328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2629329.750000 Penalty: 5152.987305
	Iteration 27Q: 3 clusters Score -2629330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2629328.500000 Penalty: 5152.987305
	Iteration 28Q: 3 clusters Score -2629328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2629332.000000 Penalty: 5152.987305
	Iteration 29Q: 3 clusters Score -2629332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2629330.250000 Penalty: 5152.987305
	Iteration 30Q: 3 clusters Score -2629330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2629331.250000 Penalty: 5152.987305
	Iteration 31Q: 3 clusters Score -2629331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2629329.500000 Penalty: 5152.987305
	Iteration 32Q: 3 clusters Score -2629330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2629331.750000 Penalty: 5152.987305
	Iteration 33Q: 3 clusters Score -2629332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2629334.000000 Penalty: 5152.987305
	Iteration 34Q: 3 clusters Score -2629334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2629334.000000 Penalty: 5152.987305
	Iteration 35F: 3 clusters Score -2629334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 2194 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 13839 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 3991 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Mstep: Class 45 contains 17534 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 5843 members 
Mstep: Class 48 contains 6991 members 
Mstep: Class 49 contains 18664 members 
Entering Unmasked Estep 
Score: -51144388.000000 Penalty: 162794.703125
Splitting cluster 31 changes total score from -51127540.000000 to -51144388.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 32 (23251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Entering Unmasked Estep 
Score: -1918648.250000 Penalty: 2493.417725
	Iteration 0F: 2 clusters Score -1918648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1902343.625000 Penalty: 4986.835449
	Iteration 0F: 3 clusters Score -1902344 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1908158.500000 Penalty: 4986.835449
	Iteration 1F: 3 clusters Score -1908158 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1908798.375000 Penalty: 4986.835449
	Iteration 2F: 3 clusters Score -1908798 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1909608.875000 Penalty: 4986.835449
	Iteration 3F: 3 clusters Score -1909609 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1910557.125000 Penalty: 4986.835449
	Iteration 4F: 3 clusters Score -1910557 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1911526.250000 Penalty: 4986.835449
	Iteration 5F: 3 clusters Score -1911526 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1912391.000000 Penalty: 4986.835449
	Iteration 6F: 3 clusters Score -1912391 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1913094.500000 Penalty: 4986.835449
	Iteration 7F: 3 clusters Score -1913094 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1913619.125000 Penalty: 4986.835449
	Iteration 8Q: 3 clusters Score -1913619 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -1914005.875000 Penalty: 4986.835449
	Iteration 9Q: 3 clusters Score -1914006 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1914321.750000 Penalty: 4986.835449
	Iteration 10Q: 3 clusters Score -1914322 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1914588.125000 Penalty: 4986.835449
	Iteration 11Q: 3 clusters Score -1914588 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1914841.875000 Penalty: 4986.835449
	Iteration 12Q: 3 clusters Score -1914842 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -1915063.750000 Penalty: 4986.835449
	Iteration 13Q: 3 clusters Score -1915064 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1915282.125000 Penalty: 4986.835449
	Iteration 14Q: 3 clusters Score -1915282 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -1915476.625000 Penalty: 4986.835449
	Iteration 15Q: 3 clusters Score -1915477 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -1915641.125000 Penalty: 4986.835449
	Iteration 16Q: 3 clusters Score -1915641 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1915803.375000 Penalty: 4986.835449
	Iteration 17Q: 3 clusters Score -1915803 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1915956.000000 Penalty: 4986.835449
	Iteration 18Q: 3 clusters Score -1915956 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1916084.750000 Penalty: 4986.835449
	Iteration 19Q: 3 clusters Score -1916085 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -1916182.750000 Penalty: 4986.835449
	Iteration 20F: 3 clusters Score -1916183 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -1916267.625000 Penalty: 4986.835449
	Iteration 21Q: 3 clusters Score -1916268 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1916319.000000 Penalty: 4986.835449
	Iteration 22Q: 3 clusters Score -1916319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1916361.375000 Penalty: 4986.835449
	Iteration 23Q: 3 clusters Score -1916361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -1916392.250000 Penalty: 4986.835449
	Iteration 24Q: 3 clusters Score -1916392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -1916416.000000 Penalty: 4986.835449
	Iteration 25Q: 3 clusters Score -1916416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1916445.500000 Penalty: 4986.835449
	Iteration 26Q: 3 clusters Score -1916446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -1916462.375000 Penalty: 4986.835449
	Iteration 27Q: 3 clusters Score -1916462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -1916472.125000 Penalty: 4986.835449
	Iteration 28Q: 3 clusters Score -1916472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1916479.000000 Penalty: 4986.835449
	Iteration 29Q: 3 clusters Score -1916479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1916490.625000 Penalty: 4986.835449
	Iteration 30Q: 3 clusters Score -1916491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -1916501.750000 Penalty: 4986.835449
	Iteration 31Q: 3 clusters Score -1916502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -1916509.250000 Penalty: 4986.835449
	Iteration 32Q: 3 clusters Score -1916509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -1916525.500000 Penalty: 4986.835449
	Iteration 33Q: 3 clusters Score -1916526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -1916535.375000 Penalty: 4986.835449
	Iteration 34Q: 3 clusters Score -1916535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -1916555.750000 Penalty: 4986.835449
	Iteration 35Q: 3 clusters Score -1916556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1916560.125000 Penalty: 4986.835449
	Iteration 36Q: 3 clusters Score -1916560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -1916564.250000 Penalty: 4986.835449
	Iteration 37Q: 3 clusters Score -1916564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1916564.250000 Penalty: 4986.835449
	Iteration 38Q: 3 clusters Score -1916564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1916565.875000 Penalty: 4986.835449
	Iteration 39Q: 3 clusters Score -1916566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -1916566.875000 Penalty: 4986.835449
	Iteration 40F: 3 clusters Score -1916567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -305273.000000 Penalty: 2056.365479
	Iteration 0F: 2 clusters Score -305273 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 2020 members 
Entering Unmasked Estep 
Score: -301400.562500 Penalty: 4112.730957
	Iteration 0F: 3 clusters Score -301400.6 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -302532.281250 Penalty: 4112.730957
	Iteration 1F: 3 clusters Score -302532.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -303321.843750 Penalty: 4112.730957
	Iteration 2F: 3 clusters Score -303321.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -304726.000000 Penalty: 4112.730957
	Iteration 3F: 3 clusters Score -304726 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -306561.656250 Penalty: 4112.730957
	Iteration 4F: 3 clusters Score -306561.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -308167.718750 Penalty: 4112.730957
	Iteration 5F: 3 clusters Score -308167.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -308624.000000 Penalty: 4112.730957
	Iteration 6Q: 3 clusters Score -308624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308742.375000 Penalty: 4112.730957
	Iteration 7Q: 3 clusters Score -308742.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -308783.281250 Penalty: 4112.730957
	Iteration 8Q: 3 clusters Score -308783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -308801.187500 Penalty: 4112.730957
	Iteration 9Q: 3 clusters Score -308801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -308803.562500 Penalty: 4112.730957
	Iteration 10Q: 3 clusters Score -308803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -308811.156250 Penalty: 4112.730957
	Iteration 11Q: 3 clusters Score -308811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -308817.375000 Penalty: 4112.730957
	Iteration 12Q: 3 clusters Score -308817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -308820.062500 Penalty: 4112.730957
	Iteration 13Q: 3 clusters Score -308820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -308824.312500 Penalty: 4112.730957
	Iteration 14Q: 3 clusters Score -308824.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -308825.281250 Penalty: 4112.730957
	Iteration 15Q: 3 clusters Score -308825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -308825.281250 Penalty: 4112.730957
	Iteration 16F: 3 clusters Score -308825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 2194 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 13839 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Mstep: Class 41 contains 974 members 
Mstep: Class 42 contains 2232 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21790 members 
Mstep: Class 45 contains 17534 members 
Mstep: Class 46 contains 6633 members 
Mstep: Class 47 contains 5843 members 
Mstep: Class 48 contains 6991 members 
Mstep: Class 49 contains 18664 members 
Mstep: Class 50 contains 1392 members 
Entering Unmasked Estep 
Score: -51146584.000000 Penalty: 166117.046875
Splitting cluster 33 changes total score from -51127540.000000 to -51146584.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -765137.812500 Penalty: 2303.709473
	Iteration 0F: 2 clusters Score -765137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -757048.625000 Penalty: 4607.418945
	Iteration 0F: 3 clusters Score -757048.6 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -759819.750000 Penalty: 4607.418945
	Iteration 1F: 3 clusters Score -759819.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -760468.375000 Penalty: 4607.418945
	Iteration 2F: 3 clusters Score -760468.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -760978.312500 Penalty: 4607.418945
	Iteration 3F: 3 clusters Score -760978.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -761410.500000 Penalty: 4607.418945
	Iteration 4F: 3 clusters Score -761410.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -761768.500000 Penalty: 4607.418945
	Iteration 5F: 3 clusters Score -761768.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -762092.062500 Penalty: 4607.418945
	Iteration 6Q: 3 clusters Score -762092.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -762421.875000 Penalty: 4607.418945
	Iteration 7Q: 3 clusters Score -762421.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -762757.562500 Penalty: 4607.418945
	Iteration 8Q: 3 clusters Score -762757.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -763059.375000 Penalty: 4607.418945
	Iteration 9Q: 3 clusters Score -763059.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -763344.937500 Penalty: 4607.418945
	Iteration 10Q: 3 clusters Score -763344.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -763580.125000 Penalty: 4607.418945
	Iteration 11Q: 3 clusters Score -763580.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -763757.312500 Penalty: 4607.418945
	Iteration 12Q: 3 clusters Score -763757.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -763870.625000 Penalty: 4607.418945
	Iteration 13Q: 3 clusters Score -763870.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -763957.062500 Penalty: 4607.418945
	Iteration 14Q: 3 clusters Score -763957.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -764005.562500 Penalty: 4607.418945
	Iteration 15Q: 3 clusters Score -764005.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -764048.500000 Penalty: 4607.418945
	Iteration 16Q: 3 clusters Score -764048.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -764083.312500 Penalty: 4607.418945
	Iteration 17Q: 3 clusters Score -764083.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -764110.125000 Penalty: 4607.418945
	Iteration 18Q: 3 clusters Score -764110.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -764131.000000 Penalty: 4607.418945
	Iteration 19Q: 3 clusters Score -764131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -764156.062500 Penalty: 4607.418945
	Iteration 20F: 3 clusters Score -764156.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -764180.437500 Penalty: 4607.418945
	Iteration 21Q: 3 clusters Score -764180.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -764204.250000 Penalty: 4607.418945
	Iteration 22Q: 3 clusters Score -764204.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -764229.937500 Penalty: 4607.418945
	Iteration 23Q: 3 clusters Score -764229.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -764258.375000 Penalty: 4607.418945
	Iteration 24Q: 3 clusters Score -764258.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -764278.812500 Penalty: 4607.418945
	Iteration 25Q: 3 clusters Score -764278.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -764307.125000 Penalty: 4607.418945
	Iteration 26Q: 3 clusters Score -764307.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -764324.312500 Penalty: 4607.418945
	Iteration 27Q: 3 clusters Score -764324.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -764334.937500 Penalty: 4607.418945
	Iteration 28Q: 3 clusters Score -764334.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -764347.187500 Penalty: 4607.418945
	Iteration 29Q: 3 clusters Score -764347.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -764360.687500 Penalty: 4607.418945
	Iteration 30Q: 3 clusters Score -764360.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -764372.437500 Penalty: 4607.418945
	Iteration 31Q: 3 clusters Score -764372.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -764389.125000 Penalty: 4607.418945
	Iteration 32Q: 3 clusters Score -764389.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -764404.500000 Penalty: 4607.418945
	Iteration 33Q: 3 clusters Score -764404.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -764417.812500 Penalty: 4607.418945
	Iteration 34Q: 3 clusters Score -764417.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -764428.125000 Penalty: 4607.418945
	Iteration 35Q: 3 clusters Score -764428.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -764434.125000 Penalty: 4607.418945
	Iteration 36Q: 3 clusters Score -764434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -764439.250000 Penalty: 4607.418945
	Iteration 37Q: 3 clusters Score -764439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -764440.375000 Penalty: 4607.418945
	Iteration 38Q: 3 clusters Score -764440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -764441.937500 Penalty: 4607.418945
	Iteration 39Q: 3 clusters Score -764441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -764443.000000 Penalty: 4607.418945
	Iteration 40F: 3 clusters Score -764443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -764444.437500 Penalty: 4607.418945
	Iteration 41Q: 3 clusters Score -764444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -764444.750000 Penalty: 4607.418945
	Iteration 42Q: 3 clusters Score -764444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -764445.437500 Penalty: 4607.418945
	Iteration 43Q: 3 clusters Score -764445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -764447.312500 Penalty: 4607.418945
	Iteration 44Q: 3 clusters Score -764447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -764447.312500 Penalty: 4607.418945
	Iteration 45Q: 3 clusters Score -764447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -764447.312500 Penalty: 4607.418945
	Iteration 46F: 3 clusters Score -764447.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -382567.687500 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -382567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -377838.062500 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -377838.1 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -379139.093750 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -379139.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -379622.781250 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -379622.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -380108.437500 Penalty: 4253.709961
	Iteration 3F: 3 clusters Score -380108.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -380411.687500 Penalty: 4253.709961
	Iteration 4F: 3 clusters Score -380411.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -380709.187500 Penalty: 4253.709961
	Iteration 5F: 3 clusters Score -380709.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -381008.656250 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -381008.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -381272.437500 Penalty: 4253.709961
	Iteration 7F: 3 clusters Score -381272.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -381474.312500 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -381474.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -381623.343750 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -381623.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -381736.687500 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -381736.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -381815.437500 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -381815.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -381880.062500 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -381880.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -381963.718750 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -381963.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -382047.468750 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -382047.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -382113.156250 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -382113.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -382165.468750 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -382165.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -382194.968750 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -382195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -382221.000000 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -382221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -382240.531250 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -382240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -382250.375000 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -382250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -382261.343750 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -382261.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -382277.531250 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -382277.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -382296.187500 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -382296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -382315.750000 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -382315.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -382340.437500 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -382340.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -382360.625000 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -382360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -382377.406250 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -382377.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -382394.125000 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -382394.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -382422.750000 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -382422.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -382439.968750 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -382440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -382461.531250 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -382461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -382472.187500 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -382472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -382481.937500 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -382481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -382491.000000 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -382491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -382495.500000 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -382495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -382499.156250 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -382499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -382500.562500 Penalty: 4253.709961
	Iteration 37Q: 3 clusters Score -382500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -382500.562500 Penalty: 4253.709961
	Iteration 38F: 3 clusters Score -382500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (59314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Entering Unmasked Estep 
Score: -4755364.000000 Penalty: 2725.668945
	Iteration 0F: 2 clusters Score -4755364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4715387.000000 Penalty: 5451.337891
	Iteration 0F: 3 clusters Score -4715387 nChanged 27720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4730952.500000 Penalty: 5451.337891
	Iteration 1F: 3 clusters Score -4730952 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4731674.000000 Penalty: 5451.337891
	Iteration 2Q: 3 clusters Score -4731674 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4732497.000000 Penalty: 5451.337891
	Iteration 3Q: 3 clusters Score -4732497 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4733439.500000 Penalty: 5451.337891
	Iteration 4Q: 3 clusters Score -4733440 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4734704.000000 Penalty: 5451.337891
	Iteration 5Q: 3 clusters Score -4734704 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4736141.000000 Penalty: 5451.337891
	Iteration 6Q: 3 clusters Score -4736141 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4737885.500000 Penalty: 5451.337891
	Iteration 7F: 3 clusters Score -4737886 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4739864.000000 Penalty: 5451.337891
	Iteration 8F: 3 clusters Score -4739864 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4742016.500000 Penalty: 5451.337891
	Iteration 9F: 3 clusters Score -4742016 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -4744383.000000 Penalty: 5451.337891
	Iteration 10F: 3 clusters Score -4744383 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -4746644.500000 Penalty: 5451.337891
	Iteration 11F: 3 clusters Score -4746644 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -4748693.500000 Penalty: 5451.337891
	Iteration 12Q: 3 clusters Score -4748694 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -4750239.500000 Penalty: 5451.337891
	Iteration 13Q: 3 clusters Score -4750240 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -4751513.500000 Penalty: 5451.337891
	Iteration 14Q: 3 clusters Score -4751514 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -4752329.500000 Penalty: 5451.337891
	Iteration 15Q: 3 clusters Score -4752330 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -4752968.500000 Penalty: 5451.337891
	Iteration 16Q: 3 clusters Score -4752968 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -4753396.500000 Penalty: 5451.337891
	Iteration 17Q: 3 clusters Score -4753396 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -4753567.500000 Penalty: 5451.337891
	Iteration 18Q: 3 clusters Score -4753568 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -4753689.000000 Penalty: 5451.337891
	Iteration 19Q: 3 clusters Score -4753689 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -4753752.500000 Penalty: 5451.337891
	Iteration 20F: 3 clusters Score -4753752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -4753805.500000 Penalty: 5451.337891
	Iteration 21Q: 3 clusters Score -4753806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -4753834.500000 Penalty: 5451.337891
	Iteration 22Q: 3 clusters Score -4753834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -4753850.500000 Penalty: 5451.337891
	Iteration 23Q: 3 clusters Score -4753850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -4753854.500000 Penalty: 5451.337891
	Iteration 24Q: 3 clusters Score -4753854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -4753870.000000 Penalty: 5451.337891
	Iteration 25Q: 3 clusters Score -4753870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -4753884.000000 Penalty: 5451.337891
	Iteration 26Q: 3 clusters Score -4753884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -4753880.000000 Penalty: 5451.337891
	Iteration 27Q: 3 clusters Score -4753880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -4753878.500000 Penalty: 5451.337891
	Iteration 28Q: 3 clusters Score -4753878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -4753890.500000 Penalty: 5451.337891
	Iteration 29Q: 3 clusters Score -4753890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -4753887.500000 Penalty: 5451.337891
	Iteration 30Q: 3 clusters Score -4753888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -4753897.000000 Penalty: 5451.337891
	Iteration 31Q: 3 clusters Score -4753897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -4753897.500000 Penalty: 5451.337891
	Iteration 32Q: 3 clusters Score -4753898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -4753902.500000 Penalty: 5451.337891
	Iteration 33Q: 3 clusters Score -4753902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -4753903.500000 Penalty: 5451.337891
	Iteration 34Q: 3 clusters Score -4753904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -4753904.000000 Penalty: 5451.337891
	Iteration 35Q: 3 clusters Score -4753904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -4753905.000000 Penalty: 5451.337891
	Iteration 36Q: 3 clusters Score -4753905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -4753904.500000 Penalty: 5451.337891
	Iteration 37Q: 3 clusters Score -4753904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -4753907.500000 Penalty: 5451.337891
	Iteration 38Q: 3 clusters Score -4753908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -4753909.500000 Penalty: 5451.337891
	Iteration 39Q: 3 clusters Score -4753910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -4753904.000000 Penalty: 5451.337891
	Iteration 40F: 3 clusters Score -4753904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -4753903.000000 Penalty: 5451.337891
	Iteration 41Q: 3 clusters Score -4753903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -4753901.500000 Penalty: 5451.337891
	Iteration 42Q: 3 clusters Score -4753902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -4753902.500000 Penalty: 5451.337891
	Iteration 43Q: 3 clusters Score -4753902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -4753902.500000 Penalty: 5451.337891
	Iteration 44F: 3 clusters Score -4753902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Entering Unmasked Estep 
Score: -4680889.500000 Penalty: 2717.136475
	Iteration 0F: 2 clusters Score -4680890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4642312.500000 Penalty: 5434.272949
	Iteration 0F: 3 clusters Score -4642312 nChanged 26536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4657052.500000 Penalty: 5434.272949
	Iteration 1F: 3 clusters Score -4657052 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4657534.500000 Penalty: 5434.272949
	Iteration 2Q: 3 clusters Score -4657534 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -4658082.000000 Penalty: 5434.272949
	Iteration 3Q: 3 clusters Score -4658082 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4658670.500000 Penalty: 5434.272949
	Iteration 4Q: 3 clusters Score -4658670 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4659382.000000 Penalty: 5434.272949
	Iteration 5Q: 3 clusters Score -4659382 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4660340.000000 Penalty: 5434.272949
	Iteration 6Q: 3 clusters Score -4660340 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4661815.000000 Penalty: 5434.272949
	Iteration 7Q: 3 clusters Score -4661815 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4663804.500000 Penalty: 5434.272949
	Iteration 8F: 3 clusters Score -4663804 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4666279.500000 Penalty: 5434.272949
	Iteration 9F: 3 clusters Score -4666280 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -4668861.500000 Penalty: 5434.272949
	Iteration 10F: 3 clusters Score -4668862 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -4671316.000000 Penalty: 5434.272949
	Iteration 11F: 3 clusters Score -4671316 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -4673444.500000 Penalty: 5434.272949
	Iteration 12Q: 3 clusters Score -4673444 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -4675090.000000 Penalty: 5434.272949
	Iteration 13Q: 3 clusters Score -4675090 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -4676343.000000 Penalty: 5434.272949
	Iteration 14Q: 3 clusters Score -4676343 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -4677106.000000 Penalty: 5434.272949
	Iteration 15Q: 3 clusters Score -4677106 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -4677593.500000 Penalty: 5434.272949
	Iteration 16Q: 3 clusters Score -4677594 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -4677946.000000 Penalty: 5434.272949
	Iteration 17Q: 3 clusters Score -4677946 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -4678161.000000 Penalty: 5434.272949
	Iteration 18Q: 3 clusters Score -4678161 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -4678315.500000 Penalty: 5434.272949
	Iteration 19Q: 3 clusters Score -4678316 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -4678412.500000 Penalty: 5434.272949
	Iteration 20F: 3 clusters Score -4678412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -4678476.000000 Penalty: 5434.272949
	Iteration 21Q: 3 clusters Score -4678476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -4678522.000000 Penalty: 5434.272949
	Iteration 22Q: 3 clusters Score -4678522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -4678559.000000 Penalty: 5434.272949
	Iteration 23Q: 3 clusters Score -4678559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -4678573.500000 Penalty: 5434.272949
	Iteration 24Q: 3 clusters Score -4678574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -4678595.000000 Penalty: 5434.272949
	Iteration 25Q: 3 clusters Score -4678595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -4678616.000000 Penalty: 5434.272949
	Iteration 26Q: 3 clusters Score -4678616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -4678626.500000 Penalty: 5434.272949
	Iteration 27Q: 3 clusters Score -4678626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -4678640.000000 Penalty: 5434.272949
	Iteration 28Q: 3 clusters Score -4678640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -4678644.000000 Penalty: 5434.272949
	Iteration 29Q: 3 clusters Score -4678644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -4678659.000000 Penalty: 5434.272949
	Iteration 30Q: 3 clusters Score -4678659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -4678658.500000 Penalty: 5434.272949
	Iteration 31Q: 3 clusters Score -4678658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -4678672.500000 Penalty: 5434.272949
	Iteration 32Q: 3 clusters Score -4678672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -4678675.500000 Penalty: 5434.272949
	Iteration 33Q: 3 clusters Score -4678676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -4678694.500000 Penalty: 5434.272949
	Iteration 34Q: 3 clusters Score -4678694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -4678700.500000 Penalty: 5434.272949
	Iteration 35Q: 3 clusters Score -4678700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -4678708.500000 Penalty: 5434.272949
	Iteration 36Q: 3 clusters Score -4678708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -4678706.500000 Penalty: 5434.272949
	Iteration 37Q: 3 clusters Score -4678706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -4678706.500000 Penalty: 5434.272949
	Iteration 38Q: 3 clusters Score -4678706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -4678705.000000 Penalty: 5434.272949
	Iteration 39Q: 3 clusters Score -4678705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -4678702.500000 Penalty: 5434.272949
	Iteration 40F: 3 clusters Score -4678702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -4678708.000000 Penalty: 5434.272949
	Iteration 41Q: 3 clusters Score -4678708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -4678711.000000 Penalty: 5434.272949
	Iteration 42Q: 3 clusters Score -4678711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -4678710.500000 Penalty: 5434.272949
	Iteration 43Q: 3 clusters Score -4678710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -4678713.000000 Penalty: 5434.272949
	Iteration 44Q: 3 clusters Score -4678713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -4678708.000000 Penalty: 5434.272949
	Iteration 45Q: 3 clusters Score -4678708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -4678708.000000 Penalty: 5434.272949
	Iteration 46F: 3 clusters Score -4678708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -279487.343750 Penalty: 2031.139038
	Iteration 0F: 2 clusters Score -279487.3 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 1797 members 
Entering Unmasked Estep 
Score: -275836.000000 Penalty: 4062.278076
	Iteration 0F: 3 clusters Score -275836 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -276698.937500 Penalty: 4062.278076
	Iteration 1F: 3 clusters Score -276698.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -276896.718750 Penalty: 4062.278076
	Iteration 2F: 3 clusters Score -276896.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -277056.593750 Penalty: 4062.278076
	Iteration 3F: 3 clusters Score -277056.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -277186.406250 Penalty: 4062.278076
	Iteration 4Q: 3 clusters Score -277186.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -277315.062500 Penalty: 4062.278076
	Iteration 5Q: 3 clusters Score -277315.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -277446.468750 Penalty: 4062.278076
	Iteration 6Q: 3 clusters Score -277446.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -277597.906250 Penalty: 4062.278076
	Iteration 7Q: 3 clusters Score -277597.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -277741.812500 Penalty: 4062.278076
	Iteration 8Q: 3 clusters Score -277741.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -277862.562500 Penalty: 4062.278076
	Iteration 9Q: 3 clusters Score -277862.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -277938.218750 Penalty: 4062.278076
	Iteration 10Q: 3 clusters Score -277938.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -277999.000000 Penalty: 4062.278076
	Iteration 11Q: 3 clusters Score -277999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -278037.250000 Penalty: 4062.278076
	Iteration 12Q: 3 clusters Score -278037.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -278063.750000 Penalty: 4062.278076
	Iteration 13Q: 3 clusters Score -278063.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -278081.312500 Penalty: 4062.278076
	Iteration 14Q: 3 clusters Score -278081.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -278094.062500 Penalty: 4062.278076
	Iteration 15Q: 3 clusters Score -278094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -278102.812500 Penalty: 4062.278076
	Iteration 16Q: 3 clusters Score -278102.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -278113.062500 Penalty: 4062.278076
	Iteration 17Q: 3 clusters Score -278113.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -278119.093750 Penalty: 4062.278076
	Iteration 18Q: 3 clusters Score -278119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -278121.156250 Penalty: 4062.278076
	Iteration 19Q: 3 clusters Score -278121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -278125.375000 Penalty: 4062.278076
	Iteration 20F: 3 clusters Score -278125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -278127.781250 Penalty: 4062.278076
	Iteration 21Q: 3 clusters Score -278127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -278130.812500 Penalty: 4062.278076
	Iteration 22Q: 3 clusters Score -278130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -278132.687500 Penalty: 4062.278076
	Iteration 23Q: 3 clusters Score -278132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -278134.406250 Penalty: 4062.278076
	Iteration 24Q: 3 clusters Score -278134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278136.750000 Penalty: 4062.278076
	Iteration 25Q: 3 clusters Score -278136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -278137.468750 Penalty: 4062.278076
	Iteration 26Q: 3 clusters Score -278137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -278138.906250 Penalty: 4062.278076
	Iteration 27Q: 3 clusters Score -278138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -278139.718750 Penalty: 4062.278076
	Iteration 28Q: 3 clusters Score -278139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -278141.312500 Penalty: 4062.278076
	Iteration 29Q: 3 clusters Score -278141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -278142.218750 Penalty: 4062.278076
	Iteration 30Q: 3 clusters Score -278142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -278143.281250 Penalty: 4062.278076
	Iteration 31Q: 3 clusters Score -278143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -278143.968750 Penalty: 4062.278076
	Iteration 32Q: 3 clusters Score -278144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278143.906250 Penalty: 4062.278076
	Iteration 33Q: 3 clusters Score -278143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -278143.906250 Penalty: 4062.278076
	Iteration 34F: 3 clusters Score -278143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Entering Unmasked Estep 
Score: -1467092.125000 Penalty: 2427.498779
	Iteration 0F: 2 clusters Score -1467092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1454558.375000 Penalty: 4854.997559
	Iteration 0F: 3 clusters Score -1454558 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1458793.000000 Penalty: 4854.997559
	Iteration 1F: 3 clusters Score -1458793 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1459326.375000 Penalty: 4854.997559
	Iteration 2F: 3 clusters Score -1459326 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1459879.500000 Penalty: 4854.997559
	Iteration 3F: 3 clusters Score -1459880 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1460528.000000 Penalty: 4854.997559
	Iteration 4F: 3 clusters Score -1460528 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1461222.000000 Penalty: 4854.997559
	Iteration 5F: 3 clusters Score -1461222 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1461878.500000 Penalty: 4854.997559
	Iteration 6F: 3 clusters Score -1461878 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1462503.500000 Penalty: 4854.997559
	Iteration 7F: 3 clusters Score -1462504 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1463043.000000 Penalty: 4854.997559
	Iteration 8Q: 3 clusters Score -1463043 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1463539.000000 Penalty: 4854.997559
	Iteration 9Q: 3 clusters Score -1463539 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1463980.875000 Penalty: 4854.997559
	Iteration 10Q: 3 clusters Score -1463981 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1464383.000000 Penalty: 4854.997559
	Iteration 11Q: 3 clusters Score -1464383 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1464662.625000 Penalty: 4854.997559
	Iteration 12Q: 3 clusters Score -1464663 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1464822.750000 Penalty: 4854.997559
	Iteration 13Q: 3 clusters Score -1464823 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1464926.375000 Penalty: 4854.997559
	Iteration 14Q: 3 clusters Score -1464926 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1464998.750000 Penalty: 4854.997559
	Iteration 15Q: 3 clusters Score -1464999 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1465039.500000 Penalty: 4854.997559
	Iteration 16Q: 3 clusters Score -1465040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1465072.000000 Penalty: 4854.997559
	Iteration 17Q: 3 clusters Score -1465072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1465100.250000 Penalty: 4854.997559
	Iteration 18Q: 3 clusters Score -1465100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1465117.125000 Penalty: 4854.997559
	Iteration 19Q: 3 clusters Score -1465117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1465127.250000 Penalty: 4854.997559
	Iteration 20F: 3 clusters Score -1465127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1465141.625000 Penalty: 4854.997559
	Iteration 21Q: 3 clusters Score -1465142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1465148.125000 Penalty: 4854.997559
	Iteration 22Q: 3 clusters Score -1465148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1465155.000000 Penalty: 4854.997559
	Iteration 23Q: 3 clusters Score -1465155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1465163.250000 Penalty: 4854.997559
	Iteration 24Q: 3 clusters Score -1465163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1465169.375000 Penalty: 4854.997559
	Iteration 25Q: 3 clusters Score -1465169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1465173.125000 Penalty: 4854.997559
	Iteration 26Q: 3 clusters Score -1465173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1465181.750000 Penalty: 4854.997559
	Iteration 27Q: 3 clusters Score -1465182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1465182.750000 Penalty: 4854.997559
	Iteration 28Q: 3 clusters Score -1465183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1465184.875000 Penalty: 4854.997559
	Iteration 29Q: 3 clusters Score -1465185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1465187.875000 Penalty: 4854.997559
	Iteration 30Q: 3 clusters Score -1465188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1465191.625000 Penalty: 4854.997559
	Iteration 31Q: 3 clusters Score -1465192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1465191.875000 Penalty: 4854.997559
	Iteration 32Q: 3 clusters Score -1465192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1465193.500000 Penalty: 4854.997559
	Iteration 33Q: 3 clusters Score -1465194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1465192.750000 Penalty: 4854.997559
	Iteration 34Q: 3 clusters Score -1465193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1465192.875000 Penalty: 4854.997559
	Iteration 35Q: 3 clusters Score -1465193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1465194.000000 Penalty: 4854.997559
	Iteration 36Q: 3 clusters Score -1465194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1465192.500000 Penalty: 4854.997559
	Iteration 37Q: 3 clusters Score -1465192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1465195.125000 Penalty: 4854.997559
	Iteration 38Q: 3 clusters Score -1465195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1465196.500000 Penalty: 4854.997559
	Iteration 39Q: 3 clusters Score -1465196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1465196.250000 Penalty: 4854.997559
	Iteration 40F: 3 clusters Score -1465196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1465196.750000 Penalty: 4854.997559
	Iteration 41Q: 3 clusters Score -1465197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1465196.750000 Penalty: 4854.997559
	Iteration 42F: 3 clusters Score -1465197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -231900.062500 Penalty: 2018.291504
	Iteration 0F: 2 clusters Score -231900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -228436.937500 Penalty: 4036.583008
	Iteration 0F: 3 clusters Score -228436.9 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -229399.562500 Penalty: 4036.583008
	Iteration 1F: 3 clusters Score -229399.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -229816.875000 Penalty: 4036.583008
	Iteration 2F: 3 clusters Score -229816.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -230162.203125 Penalty: 4036.583008
	Iteration 3F: 3 clusters Score -230162.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -230393.812500 Penalty: 4036.583008
	Iteration 4F: 3 clusters Score -230393.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230537.593750 Penalty: 4036.583008
	Iteration 5Q: 3 clusters Score -230537.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -230639.406250 Penalty: 4036.583008
	Iteration 6Q: 3 clusters Score -230639.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -230714.203125 Penalty: 4036.583008
	Iteration 7Q: 3 clusters Score -230714.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -230780.171875 Penalty: 4036.583008
	Iteration 8Q: 3 clusters Score -230780.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -230899.640625 Penalty: 4036.583008
	Iteration 9Q: 3 clusters Score -230899.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231016.171875 Penalty: 4036.583008
	Iteration 10Q: 3 clusters Score -231016.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -231072.406250 Penalty: 4036.583008
	Iteration 11Q: 3 clusters Score -231072.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -231116.000000 Penalty: 4036.583008
	Iteration 12Q: 3 clusters Score -231116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -231153.656250 Penalty: 4036.583008
	Iteration 13Q: 3 clusters Score -231153.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -231187.718750 Penalty: 4036.583008
	Iteration 14Q: 3 clusters Score -231187.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -231216.750000 Penalty: 4036.583008
	Iteration 15Q: 3 clusters Score -231216.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -231244.640625 Penalty: 4036.583008
	Iteration 16Q: 3 clusters Score -231244.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -231263.250000 Penalty: 4036.583008
	Iteration 17Q: 3 clusters Score -231263.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231286.343750 Penalty: 4036.583008
	Iteration 18Q: 3 clusters Score -231286.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -231310.781250 Penalty: 4036.583008
	Iteration 19Q: 3 clusters Score -231310.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -231336.546875 Penalty: 4036.583008
	Iteration 20F: 3 clusters Score -231336.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -231352.000000 Penalty: 4036.583008
	Iteration 21Q: 3 clusters Score -231352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -231358.984375 Penalty: 4036.583008
	Iteration 22Q: 3 clusters Score -231359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -231362.984375 Penalty: 4036.583008
	Iteration 23Q: 3 clusters Score -231363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -231366.250000 Penalty: 4036.583008
	Iteration 24Q: 3 clusters Score -231366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -231367.609375 Penalty: 4036.583008
	Iteration 25Q: 3 clusters Score -231367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231369.578125 Penalty: 4036.583008
	Iteration 26Q: 3 clusters Score -231369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231372.125000 Penalty: 4036.583008
	Iteration 27Q: 3 clusters Score -231372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -231374.968750 Penalty: 4036.583008
	Iteration 28Q: 3 clusters Score -231375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -231380.000000 Penalty: 4036.583008
	Iteration 29Q: 3 clusters Score -231380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231383.875000 Penalty: 4036.583008
	Iteration 30Q: 3 clusters Score -231383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -231385.390625 Penalty: 4036.583008
	Iteration 31Q: 3 clusters Score -231385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -231386.234375 Penalty: 4036.583008
	Iteration 32Q: 3 clusters Score -231386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -231387.343750 Penalty: 4036.583008
	Iteration 33Q: 3 clusters Score -231387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -231388.015625 Penalty: 4036.583008
	Iteration 34Q: 3 clusters Score -231388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -231388.718750 Penalty: 4036.583008
	Iteration 35Q: 3 clusters Score -231388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -231389.000000 Penalty: 4036.583008
	Iteration 36Q: 3 clusters Score -231389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -231390.046875 Penalty: 4036.583008
	Iteration 37Q: 3 clusters Score -231390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -231393.906250 Penalty: 4036.583008
	Iteration 38Q: 3 clusters Score -231393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -231397.515625 Penalty: 4036.583008
	Iteration 39Q: 3 clusters Score -231397.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -231403.781250 Penalty: 4036.583008
	Iteration 40F: 3 clusters Score -231403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -231410.375000 Penalty: 4036.583008
	Iteration 41Q: 3 clusters Score -231410.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -231425.640625 Penalty: 4036.583008
	Iteration 42Q: 3 clusters Score -231425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -231448.328125 Penalty: 4036.583008
	Iteration 43Q: 3 clusters Score -231448.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -231468.765625 Penalty: 4036.583008
	Iteration 44Q: 3 clusters Score -231468.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231483.718750 Penalty: 4036.583008
	Iteration 45Q: 3 clusters Score -231483.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -231495.984375 Penalty: 4036.583008
	Iteration 46Q: 3 clusters Score -231496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -231503.437500 Penalty: 4036.583008
	Iteration 47Q: 3 clusters Score -231503.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -231512.375000 Penalty: 4036.583008
	Iteration 48Q: 3 clusters Score -231512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -231520.546875 Penalty: 4036.583008
	Iteration 49Q: 3 clusters Score -231520.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -231528.437500 Penalty: 4036.583008
	Iteration 50Q: 3 clusters Score -231528.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -231538.171875 Penalty: 4036.583008
	Iteration 51Q: 3 clusters Score -231538.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -231546.546875 Penalty: 4036.583008
	Iteration 52Q: 3 clusters Score -231546.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -231564.250000 Penalty: 4036.583008
	Iteration 53Q: 3 clusters Score -231564.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -231584.625000 Penalty: 4036.583008
	Iteration 54Q: 3 clusters Score -231584.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -231615.640625 Penalty: 4036.583008
	Iteration 55Q: 3 clusters Score -231615.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -231634.984375 Penalty: 4036.583008
	Iteration 56Q: 3 clusters Score -231635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -231646.906250 Penalty: 4036.583008
	Iteration 57Q: 3 clusters Score -231646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -231652.531250 Penalty: 4036.583008
	Iteration 58Q: 3 clusters Score -231652.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -231659.328125 Penalty: 4036.583008
	Iteration 59Q: 3 clusters Score -231659.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231664.343750 Penalty: 4036.583008
	Iteration 60F: 3 clusters Score -231664.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -231668.484375 Penalty: 4036.583008
	Iteration 61Q: 3 clusters Score -231668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -231671.156250 Penalty: 4036.583008
	Iteration 62Q: 3 clusters Score -231671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -231673.546875 Penalty: 4036.583008
	Iteration 63Q: 3 clusters Score -231673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -231677.156250 Penalty: 4036.583008
	Iteration 64Q: 3 clusters Score -231677.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -231681.109375 Penalty: 4036.583008
	Iteration 65Q: 3 clusters Score -231681.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -231685.296875 Penalty: 4036.583008
	Iteration 66Q: 3 clusters Score -231685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -231688.515625 Penalty: 4036.583008
	Iteration 67Q: 3 clusters Score -231688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -231691.406250 Penalty: 4036.583008
	Iteration 68Q: 3 clusters Score -231691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -231695.937500 Penalty: 4036.583008
	Iteration 69Q: 3 clusters Score -231695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -231699.500000 Penalty: 4036.583008
	Iteration 70Q: 3 clusters Score -231699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -231699.656250 Penalty: 4036.583008
	Iteration 71Q: 3 clusters Score -231699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -231699.656250 Penalty: 4036.583008
	Iteration 72Q: 3 clusters Score -231699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -231699.656250 Penalty: 4036.583008
	Iteration 73F: 3 clusters Score -231699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 14967 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 15788 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1506 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 27352 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51823 members 
Mstep: Class 18 contains 15685 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 60777 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 26558 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 8001 members 
Mstep: Class 25 contains 2194 members 
Mstep: Class 26 contains 9320 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 3440 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 13839 members 
Mstep: Class 32 contains 23251 members 
Mstep: Class 33 contains 2599 members 
Mstep: Class 34 contains 10820 members 
Mstep: Class 35 contains 5303 members 
Mstep: Class 36 contains 59314 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 3605 members 
Mstep: Class 39 contains 17824 members 
Mstep: Class 40 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51152096.000000 Penalty: 166117.046875
Iteration 79Q: 51 clusters Score -5.11521e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 15145 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 9943 members 
Mstep: Class 5 contains 15694 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 1840 members 
Mstep: Class 9 contains 1552 members 
Mstep: Class 10 contains 1259 members 
Mstep: Class 11 contains 27070 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 16 contains 22137 members 
Mstep: Class 17 contains 51829 members 
Mstep: Class 18 contains 15686 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 60842 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 25994 members 
Mstep: Class 23 contains 7058 members 
Mstep: Class 24 contains 8145 members 
Mstep: Class 25 contains 2238 members 
Mstep: Class 26 contains 9403 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3693 members 
Mstep: Class 29 contains 3472 members 
Mstep: Class 30 contains 5931 members 
Mstep: Class 31 contains 14436 members 
Mstep: Class 32 contains 23500 members 
Mstep: Class 33 contains 2626 members 
Mstep: Class 34 contains 10816 members 
Mstep: Class 35 contains 5384 members 
Mstep: Class 36 contains 59310 members 
Mstep: Class 37 contains 57311 members 
Mstep: Class 38 contains 3618 members 
Mstep: Class 39 contains 17860 members 
Mstep: Class 40 contains 3421 members 
Mstep: Class 41 contains 1076 members 
Mstep: Class 42 contains 2181 members 
Mstep: Class 43 contains 862 members 
Mstep: Class 44 contains 21293 members 
Mstep: Class 45 contains 17368 members 
Mstep: Class 46 contains 6574 members 
Mstep: Class 47 contains 5665 members 
Mstep: Class 48 contains 6863 members 
Mstep: Class 49 contains 18288 members 
Mstep: Class 50 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156832.000000 Penalty: 166117.046875
Iteration 80F: 51 clusters Score -5.115683e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 15051 members 
Mstep: Class 3 contains 2143 members 
Mstep: Class 4 contains 9934 members 
Mstep: Class 5 contains 15382 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1334 members 
Mstep: Class 8 contains 1822 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 26826 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 51833 members 
Mstep: Class 18 contains 15686 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 60819 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 25508 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 8283 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 9369 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 3449 members 
Mstep: Class 30 contains 6158 members 
Mstep: Class 31 contains 14769 members 
Mstep: Class 32 contains 23607 members 
Mstep: Class 33 contains 2595 members 
Mstep: Class 34 contains 10816 members 
Mstep: Class 35 contains 5147 members 
Mstep: Class 36 contains 59301 members 
Mstep: Class 37 contains 57311 members 
Mstep: Class 38 contains 3596 members 
Mstep: Class 39 contains 17704 members 
Mstep: Class 40 contains 3416 members 
Mstep: Class 41 contains 1242 members 
Mstep: Class 42 contains 2256 members 
Mstep: Class 43 contains 889 members 
Mstep: Class 44 contains 21385 members 
Mstep: Class 45 contains 17820 members 
Mstep: Class 46 contains 6684 members 
Mstep: Class 47 contains 5579 members 
Mstep: Class 48 contains 7167 members 
Mstep: Class 49 contains 18357 members 
Mstep: Class 50 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51159072.000000 Penalty: 166117.046875
Iteration 81Q: 51 clusters Score -5.115907e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 14977 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 9919 members 
Mstep: Class 5 contains 15117 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 1817 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 26647 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9744 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 22137 members 
Mstep: Class 17 contains 51841 members 
Mstep: Class 18 contains 15686 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 60787 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 25140 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 8394 members 
Mstep: Class 25 contains 2196 members 
Mstep: Class 26 contains 9330 members 
Mstep: Class 27 contains 10405 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 3457 members 
Mstep: Class 30 contains 6347 members 
Mstep: Class 31 contains 15012 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 2574 members 
Mstep: Class 34 contains 10815 members 
Mstep: Class 35 contains 5050 members 
Mstep: Class 36 contains 59291 members 
Mstep: Class 37 contains 57312 members 
Mstep: Class 38 contains 3597 members 
Mstep: Class 39 contains 17610 members 
Mstep: Class 40 contains 3416 members 
Mstep: Class 41 contains 1337 members 
Mstep: Class 42 contains 2318 members 
Mstep: Class 43 contains 877 members 
Mstep: Class 44 contains 21416 members 
Mstep: Class 45 contains 18187 members 
Mstep: Class 46 contains 6730 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 7321 members 
Mstep: Class 49 contains 18434 members 
Mstep: Class 50 contains 1270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51160244.000000 Penalty: 166117.046875
Iteration 82Q: 51 clusters Score -5.116024e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 9905 members 
Mstep: Class 5 contains 14890 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 1819 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 1135 members 
Mstep: Class 11 contains 26501 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4551 members 
Mstep: Class 16 contains 22137 members 
Mstep: Class 17 contains 51843 members 
Mstep: Class 18 contains 15688 members 
Mstep: Class 19 contains 8543 members 
Mstep: Class 20 contains 60778 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 24842 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 8486 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 9300 members 
Mstep: Class 27 contains 10403 members 
Mstep: Class 28 contains 3792 members 
Mstep: Class 29 contains 3467 members 
Mstep: Class 30 contains 6509 members 
Mstep: Class 31 contains 15202 members 
Mstep: Class 32 contains 23709 members 
Mstep: Class 33 contains 2557 members 
Mstep: Class 34 contains 10816 members 
Mstep: Class 35 contains 4979 members 
Mstep: Class 36 contains 59286 members 
Mstep: Class 37 contains 57312 members 
Mstep: Class 38 contains 3591 members 
Mstep: Class 39 contains 17524 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 2387 members 
Mstep: Class 43 contains 878 members 
Mstep: Class 44 contains 21420 members 
Mstep: Class 45 contains 18502 members 
Mstep: Class 46 contains 6753 members 
Mstep: Class 47 contains 5511 members 
Mstep: Class 48 contains 7430 members 
Mstep: Class 49 contains 18504 members 
Mstep: Class 50 contains 1252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51160720.000000 Penalty: 166117.046875
Iteration 83Q: 51 clusters Score -5.116072e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 14702 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 1823 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 26382 members 
Mstep: Class 12 contains 2269 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 22135 members 
Mstep: Class 17 contains 51846 members 
Mstep: Class 18 contains 15688 members 
Mstep: Class 19 contains 8563 members 
Mstep: Class 20 contains 60758 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 24599 members 
Mstep: Class 23 contains 7082 members 
Mstep: Class 24 contains 8541 members 
Mstep: Class 25 contains 2168 members 
Mstep: Class 26 contains 9295 members 
Mstep: Class 27 contains 10402 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 15329 members 
Mstep: Class 32 contains 23751 members 
Mstep: Class 33 contains 2544 members 
Mstep: Class 34 contains 10814 members 
Mstep: Class 35 contains 4946 members 
Mstep: Class 36 contains 59284 members 
Mstep: Class 37 contains 57312 members 
Mstep: Class 38 contains 3588 members 
Mstep: Class 39 contains 17439 members 
Mstep: Class 40 contains 3411 members 
Mstep: Class 41 contains 1436 members 
Mstep: Class 42 contains 2449 members 
Mstep: Class 43 contains 887 members 
Mstep: Class 44 contains 21427 members 
Mstep: Class 45 contains 18757 members 
Mstep: Class 46 contains 6775 members 
Mstep: Class 47 contains 5505 members 
Mstep: Class 48 contains 7514 members 
Mstep: Class 49 contains 18565 members 
Mstep: Class 50 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51161612.000000 Penalty: 166117.046875
Iteration 84Q: 51 clusters Score -5.116161e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 14775 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 9866 members 
Mstep: Class 5 contains 14529 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 26252 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 22134 members 
Mstep: Class 17 contains 51849 members 
Mstep: Class 18 contains 15684 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 60732 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 24366 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 8610 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 9303 members 
Mstep: Class 27 contains 10399 members 
Mstep: Class 28 contains 3856 members 
Mstep: Class 29 contains 3494 members 
Mstep: Class 30 contains 6813 members 
Mstep: Class 31 contains 15462 members 
Mstep: Class 32 contains 23778 members 
Mstep: Class 33 contains 2529 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 4918 members 
Mstep: Class 36 contains 59279 members 
Mstep: Class 37 contains 57323 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 17390 members 
Mstep: Class 40 contains 3409 members 
Mstep: Class 41 contains 1460 members 
Mstep: Class 42 contains 2488 members 
Mstep: Class 43 contains 899 members 
Mstep: Class 44 contains 21434 members 
Mstep: Class 45 contains 19002 members 
Mstep: Class 46 contains 6795 members 
Mstep: Class 47 contains 5507 members 
Mstep: Class 48 contains 7582 members 
Mstep: Class 49 contains 18625 members 
Mstep: Class 50 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51162396.000000 Penalty: 166117.046875
Iteration 85Q: 51 clusters Score -5.11624e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 14708 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 14359 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 1070 members 
Mstep: Class 11 contains 26150 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 22131 members 
Mstep: Class 17 contains 51851 members 
Mstep: Class 18 contains 15683 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 20 contains 60701 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 24164 members 
Mstep: Class 23 contains 7097 members 
Mstep: Class 24 contains 8668 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 9314 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 3873 members 
Mstep: Class 29 contains 3502 members 
Mstep: Class 30 contains 6946 members 
Mstep: Class 31 contains 15588 members 
Mstep: Class 32 contains 23804 members 
Mstep: Class 33 contains 2512 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 4901 members 
Mstep: Class 36 contains 59276 members 
Mstep: Class 37 contains 57325 members 
Mstep: Class 38 contains 3593 members 
Mstep: Class 39 contains 17357 members 
Mstep: Class 40 contains 3405 members 
Mstep: Class 41 contains 1478 members 
Mstep: Class 42 contains 2523 members 
Mstep: Class 43 contains 918 members 
Mstep: Class 44 contains 21427 members 
Mstep: Class 45 contains 19229 members 
Mstep: Class 46 contains 6803 members 
Mstep: Class 47 contains 5508 members 
Mstep: Class 48 contains 7620 members 
Mstep: Class 49 contains 18677 members 
Mstep: Class 50 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51162912.000000 Penalty: 166117.046875
Iteration 86Q: 51 clusters Score -5.116291e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 14663 members 
Mstep: Class 3 contains 1990 members 
Mstep: Class 4 contains 9823 members 
Mstep: Class 5 contains 14215 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 1063 members 
Mstep: Class 11 contains 26062 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 22131 members 
Mstep: Class 17 contains 51850 members 
Mstep: Class 18 contains 15679 members 
Mstep: Class 19 contains 8594 members 
Mstep: Class 20 contains 60682 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23970 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 9324 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 3868 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 15706 members 
Mstep: Class 32 contains 23823 members 
Mstep: Class 33 contains 2496 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 4892 members 
Mstep: Class 36 contains 59274 members 
Mstep: Class 37 contains 57328 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 17330 members 
Mstep: Class 40 contains 3401 members 
Mstep: Class 41 contains 1492 members 
Mstep: Class 42 contains 2546 members 
Mstep: Class 43 contains 931 members 
Mstep: Class 44 contains 21431 members 
Mstep: Class 45 contains 19431 members 
Mstep: Class 46 contains 6807 members 
Mstep: Class 47 contains 5510 members 
Mstep: Class 48 contains 7651 members 
Mstep: Class 49 contains 18710 members 
Mstep: Class 50 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51163184.000000 Penalty: 166117.046875
Iteration 87Q: 51 clusters Score -5.116318e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 14628 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 9809 members 
Mstep: Class 5 contains 14087 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 25984 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 22131 members 
Mstep: Class 17 contains 51849 members 
Mstep: Class 18 contains 15677 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 60665 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23789 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 8819 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 9327 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 3861 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 7157 members 
Mstep: Class 31 contains 15809 members 
Mstep: Class 32 contains 23845 members 
Mstep: Class 33 contains 2485 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 4887 members 
Mstep: Class 36 contains 59272 members 
Mstep: Class 37 contains 57332 members 
Mstep: Class 38 contains 3597 members 
Mstep: Class 39 contains 17309 members 
Mstep: Class 40 contains 3399 members 
Mstep: Class 41 contains 1497 members 
Mstep: Class 42 contains 2557 members 
Mstep: Class 43 contains 943 members 
Mstep: Class 44 contains 21436 members 
Mstep: Class 45 contains 19604 members 
Mstep: Class 46 contains 6816 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 7676 members 
Mstep: Class 49 contains 18749 members 
Mstep: Class 50 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51163368.000000 Penalty: 166117.046875
Iteration 88Q: 51 clusters Score -5.116337e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 5 contains 13960 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 25925 members 
Mstep: Class 12 contains 2222 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4177 members 
Mstep: Class 16 contains 22130 members 
Mstep: Class 17 contains 51853 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 60654 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23598 members 
Mstep: Class 23 contains 7110 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 9342 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 3867 members 
Mstep: Class 29 contains 3542 members 
Mstep: Class 30 contains 7266 members 
Mstep: Class 31 contains 15879 members 
Mstep: Class 32 contains 23852 members 
Mstep: Class 33 contains 2471 members 
Mstep: Class 34 contains 10809 members 
Mstep: Class 35 contains 4892 members 
Mstep: Class 36 contains 59267 members 
Mstep: Class 37 contains 57334 members 
Mstep: Class 38 contains 3596 members 
Mstep: Class 39 contains 17290 members 
Mstep: Class 40 contains 3399 members 
Mstep: Class 41 contains 1502 members 
Mstep: Class 42 contains 2567 members 
Mstep: Class 43 contains 963 members 
Mstep: Class 44 contains 21442 members 
Mstep: Class 45 contains 19752 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 7695 members 
Mstep: Class 49 contains 18785 members 
Mstep: Class 50 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51163580.000000 Penalty: 166117.046875
Iteration 89Q: 51 clusters Score -5.116358e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 14574 members 
Mstep: Class 3 contains 2017 members 
Mstep: Class 4 contains 9795 members 
Mstep: Class 5 contains 13866 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 25875 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 1630 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4116 members 
Mstep: Class 16 contains 22130 members 
Mstep: Class 17 contains 51855 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 60638 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23429 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 8933 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 9366 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 3555 members 
Mstep: Class 30 contains 7367 members 
Mstep: Class 31 contains 15954 members 
Mstep: Class 32 contains 23862 members 
Mstep: Class 33 contains 2466 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 4885 members 
Mstep: Class 36 contains 59263 members 
Mstep: Class 37 contains 57336 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 17280 members 
Mstep: Class 40 contains 3398 members 
Mstep: Class 41 contains 1508 members 
Mstep: Class 42 contains 2571 members 
Mstep: Class 43 contains 972 members 
Mstep: Class 44 contains 21453 members 
Mstep: Class 45 contains 19887 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 7708 members 
Mstep: Class 49 contains 18808 members 
Mstep: Class 50 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51163884.000000 Penalty: 166117.046875
Iteration 90Q: 51 clusters Score -5.116388e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 14545 members 
Mstep: Class 3 contains 2022 members 
Mstep: Class 4 contains 9787 members 
Mstep: Class 5 contains 13789 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 1012 members 
Mstep: Class 11 contains 25838 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 1631 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 22129 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 15673 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 60623 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23293 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 8996 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 9382 members 
Mstep: Class 27 contains 10398 members 
Mstep: Class 28 contains 3907 members 
Mstep: Class 29 contains 3567 members 
Mstep: Class 30 contains 7438 members 
Mstep: Class 31 contains 16012 members 
Mstep: Class 32 contains 23871 members 
Mstep: Class 33 contains 2464 members 
Mstep: Class 34 contains 10806 members 
Mstep: Class 35 contains 4884 members 
Mstep: Class 36 contains 59264 members 
Mstep: Class 37 contains 57337 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 3398 members 
Mstep: Class 41 contains 1513 members 
Mstep: Class 42 contains 2574 members 
Mstep: Class 43 contains 977 members 
Mstep: Class 44 contains 21462 members 
Mstep: Class 45 contains 19990 members 
Mstep: Class 46 contains 6837 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 7726 members 
Mstep: Class 49 contains 18828 members 
Mstep: Class 50 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164120.000000 Penalty: 166117.046875
Iteration 91Q: 51 clusters Score -5.116412e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 2026 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 13714 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1800 members 
Mstep: Class 10 contains 1002 members 
Mstep: Class 11 contains 25798 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 22128 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 60615 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23160 members 
Mstep: Class 23 contains 7120 members 
Mstep: Class 24 contains 9035 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 9402 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 3934 members 
Mstep: Class 29 contains 3578 members 
Mstep: Class 30 contains 7507 members 
Mstep: Class 31 contains 16069 members 
Mstep: Class 32 contains 23878 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 10806 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 59261 members 
Mstep: Class 37 contains 57339 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 17245 members 
Mstep: Class 40 contains 3398 members 
Mstep: Class 41 contains 1514 members 
Mstep: Class 42 contains 2578 members 
Mstep: Class 43 contains 983 members 
Mstep: Class 44 contains 21467 members 
Mstep: Class 45 contains 20067 members 
Mstep: Class 46 contains 6840 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7739 members 
Mstep: Class 49 contains 18853 members 
Mstep: Class 50 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164108.000000 Penalty: 166117.046875
Iteration 92Q: 51 clusters Score -5.116411e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 14514 members 
Mstep: Class 3 contains 2032 members 
Mstep: Class 4 contains 9775 members 
Mstep: Class 5 contains 13641 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 25762 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3987 members 
Mstep: Class 16 contains 22127 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 60607 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 23032 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9428 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 3964 members 
Mstep: Class 29 contains 3595 members 
Mstep: Class 30 contains 7566 members 
Mstep: Class 31 contains 16101 members 
Mstep: Class 32 contains 23894 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 10806 members 
Mstep: Class 35 contains 4872 members 
Mstep: Class 36 contains 59258 members 
Mstep: Class 37 contains 57338 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 17242 members 
Mstep: Class 40 contains 3397 members 
Mstep: Class 41 contains 1516 members 
Mstep: Class 42 contains 2579 members 
Mstep: Class 43 contains 983 members 
Mstep: Class 44 contains 21471 members 
Mstep: Class 45 contains 20144 members 
Mstep: Class 46 contains 6842 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 7751 members 
Mstep: Class 49 contains 18874 members 
Mstep: Class 50 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164260.000000 Penalty: 166117.046875
Iteration 93Q: 51 clusters Score -5.116426e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 14485 members 
Mstep: Class 3 contains 2037 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 5 contains 13585 members 
Mstep: Class 6 contains 5623 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 25734 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 1629 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3967 members 
Mstep: Class 16 contains 22126 members 
Mstep: Class 17 contains 51853 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 60597 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22940 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 9084 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9436 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 3981 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 7627 members 
Mstep: Class 31 contains 16123 members 
Mstep: Class 32 contains 23905 members 
Mstep: Class 33 contains 2461 members 
Mstep: Class 34 contains 10806 members 
Mstep: Class 35 contains 4873 members 
Mstep: Class 36 contains 59257 members 
Mstep: Class 37 contains 57339 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 17238 members 
Mstep: Class 40 contains 3396 members 
Mstep: Class 41 contains 1522 members 
Mstep: Class 42 contains 2578 members 
Mstep: Class 43 contains 983 members 
Mstep: Class 44 contains 21475 members 
Mstep: Class 45 contains 20214 members 
Mstep: Class 46 contains 6845 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 7761 members 
Mstep: Class 49 contains 18896 members 
Mstep: Class 50 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164496.000000 Penalty: 166117.046875
Iteration 94Q: 51 clusters Score -5.11645e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 13550 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 25712 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 1631 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3943 members 
Mstep: Class 16 contains 22125 members 
Mstep: Class 17 contains 51855 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 60591 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22856 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 9102 members 
Mstep: Class 25 contains 2051 members 
Mstep: Class 26 contains 9454 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 3611 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 16152 members 
Mstep: Class 32 contains 23916 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 10805 members 
Mstep: Class 35 contains 4874 members 
Mstep: Class 36 contains 59256 members 
Mstep: Class 37 contains 57338 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 17228 members 
Mstep: Class 40 contains 3396 members 
Mstep: Class 41 contains 1528 members 
Mstep: Class 42 contains 2581 members 
Mstep: Class 43 contains 987 members 
Mstep: Class 44 contains 21475 members 
Mstep: Class 45 contains 20257 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5536 members 
Mstep: Class 48 contains 7764 members 
Mstep: Class 49 contains 18910 members 
Mstep: Class 50 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164504.000000 Penalty: 166117.046875
Iteration 95Q: 51 clusters Score -5.11645e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 14439 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 9751 members 
Mstep: Class 5 contains 13526 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 25687 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3922 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51857 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 60582 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22789 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 9116 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 9467 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 3999 members 
Mstep: Class 29 contains 3615 members 
Mstep: Class 30 contains 7715 members 
Mstep: Class 31 contains 16184 members 
Mstep: Class 32 contains 23918 members 
Mstep: Class 33 contains 2458 members 
Mstep: Class 34 contains 10804 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 59254 members 
Mstep: Class 37 contains 57338 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 17218 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1533 members 
Mstep: Class 42 contains 2582 members 
Mstep: Class 43 contains 991 members 
Mstep: Class 44 contains 21476 members 
Mstep: Class 45 contains 20286 members 
Mstep: Class 46 contains 6852 members 
Mstep: Class 47 contains 5538 members 
Mstep: Class 48 contains 7779 members 
Mstep: Class 49 contains 18929 members 
Mstep: Class 50 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164604.000000 Penalty: 166117.046875
Iteration 96Q: 51 clusters Score -5.11646e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 14422 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 9747 members 
Mstep: Class 5 contains 13514 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 25668 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51861 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 8608 members 
Mstep: Class 20 contains 60575 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22729 members 
Mstep: Class 23 contains 7130 members 
Mstep: Class 24 contains 9127 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 9478 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 3629 members 
Mstep: Class 30 contains 7748 members 
Mstep: Class 31 contains 16198 members 
Mstep: Class 32 contains 23920 members 
Mstep: Class 33 contains 2456 members 
Mstep: Class 34 contains 10803 members 
Mstep: Class 35 contains 4875 members 
Mstep: Class 36 contains 59250 members 
Mstep: Class 37 contains 57340 members 
Mstep: Class 38 contains 3592 members 
Mstep: Class 39 contains 17216 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1538 members 
Mstep: Class 42 contains 2587 members 
Mstep: Class 43 contains 993 members 
Mstep: Class 44 contains 21478 members 
Mstep: Class 45 contains 20311 members 
Mstep: Class 46 contains 6851 members 
Mstep: Class 47 contains 5535 members 
Mstep: Class 48 contains 7789 members 
Mstep: Class 49 contains 18952 members 
Mstep: Class 50 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164648.000000 Penalty: 166117.046875
Iteration 97Q: 51 clusters Score -5.116465e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 13507 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 1634 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51860 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 60562 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22687 members 
Mstep: Class 23 contains 7133 members 
Mstep: Class 24 contains 9137 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 9482 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 3643 members 
Mstep: Class 30 contains 7771 members 
Mstep: Class 31 contains 16195 members 
Mstep: Class 32 contains 23930 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4874 members 
Mstep: Class 36 contains 59249 members 
Mstep: Class 37 contains 57340 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 17216 members 
Mstep: Class 40 contains 3392 members 
Mstep: Class 41 contains 1541 members 
Mstep: Class 42 contains 2589 members 
Mstep: Class 43 contains 996 members 
Mstep: Class 44 contains 21479 members 
Mstep: Class 45 contains 20347 members 
Mstep: Class 46 contains 6851 members 
Mstep: Class 47 contains 5533 members 
Mstep: Class 48 contains 7800 members 
Mstep: Class 49 contains 18978 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164580.000000 Penalty: 166117.046875
Iteration 98Q: 51 clusters Score -5.116458e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 9741 members 
Mstep: Class 5 contains 13488 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 25643 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 1636 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51861 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22651 members 
Mstep: Class 23 contains 7135 members 
Mstep: Class 24 contains 9137 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 3660 members 
Mstep: Class 30 contains 7795 members 
Mstep: Class 31 contains 16193 members 
Mstep: Class 32 contains 23938 members 
Mstep: Class 33 contains 2455 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4876 members 
Mstep: Class 36 contains 59247 members 
Mstep: Class 37 contains 57339 members 
Mstep: Class 38 contains 3596 members 
Mstep: Class 39 contains 17215 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1543 members 
Mstep: Class 42 contains 2590 members 
Mstep: Class 43 contains 998 members 
Mstep: Class 44 contains 21483 members 
Mstep: Class 45 contains 20372 members 
Mstep: Class 46 contains 6852 members 
Mstep: Class 47 contains 5533 members 
Mstep: Class 48 contains 7807 members 
Mstep: Class 49 contains 18998 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164636.000000 Penalty: 166117.046875
Iteration 99Q: 51 clusters Score -5.116464e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 14355 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 13462 members 
Mstep: Class 6 contains 5627 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 25631 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51864 members 
Mstep: Class 18 contains 15675 members 
Mstep: Class 19 contains 8612 members 
Mstep: Class 20 contains 60543 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22620 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9136 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9521 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 3675 members 
Mstep: Class 30 contains 7815 members 
Mstep: Class 31 contains 16207 members 
Mstep: Class 32 contains 23950 members 
Mstep: Class 33 contains 2452 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4876 members 
Mstep: Class 36 contains 59243 members 
Mstep: Class 37 contains 57339 members 
Mstep: Class 38 contains 3596 members 
Mstep: Class 39 contains 17214 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1544 members 
Mstep: Class 42 contains 2590 members 
Mstep: Class 43 contains 999 members 
Mstep: Class 44 contains 21487 members 
Mstep: Class 45 contains 20397 members 
Mstep: Class 46 contains 6852 members 
Mstep: Class 47 contains 5538 members 
Mstep: Class 48 contains 7818 members 
Mstep: Class 49 contains 19007 members 
Mstep: Class 50 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164740.000000 Penalty: 166117.046875
Iteration 100F: 51 clusters Score -5.116474e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 13450 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 25623 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51867 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 60534 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22591 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9518 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 3691 members 
Mstep: Class 30 contains 7850 members 
Mstep: Class 31 contains 16206 members 
Mstep: Class 32 contains 23959 members 
Mstep: Class 33 contains 2449 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4873 members 
Mstep: Class 36 contains 59241 members 
Mstep: Class 37 contains 57339 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 17218 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1550 members 
Mstep: Class 42 contains 2590 members 
Mstep: Class 43 contains 1004 members 
Mstep: Class 44 contains 21486 members 
Mstep: Class 45 contains 20412 members 
Mstep: Class 46 contains 6853 members 
Mstep: Class 47 contains 5543 members 
Mstep: Class 48 contains 7828 members 
Mstep: Class 49 contains 19030 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164816.000000 Penalty: 166117.046875
Iteration 101Q: 51 clusters Score -5.116482e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 13440 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 25617 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3715 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51872 members 
Mstep: Class 18 contains 15672 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 60529 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22554 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9107 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9527 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4086 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 16208 members 
Mstep: Class 32 contains 23975 members 
Mstep: Class 33 contains 2448 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4877 members 
Mstep: Class 36 contains 59236 members 
Mstep: Class 37 contains 57341 members 
Mstep: Class 38 contains 3593 members 
Mstep: Class 39 contains 17215 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1556 members 
Mstep: Class 42 contains 2590 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 21487 members 
Mstep: Class 45 contains 20426 members 
Mstep: Class 46 contains 6853 members 
Mstep: Class 47 contains 5544 members 
Mstep: Class 48 contains 7834 members 
Mstep: Class 49 contains 19046 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165036.000000 Penalty: 166117.046875
Iteration 102Q: 51 clusters Score -5.116504e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 2066 members 
Mstep: Class 4 contains 9728 members 
Mstep: Class 5 contains 13431 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 924 members 
Mstep: Class 11 contains 25618 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51874 members 
Mstep: Class 18 contains 15671 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 60526 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22530 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9089 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9542 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4120 members 
Mstep: Class 29 contains 3730 members 
Mstep: Class 30 contains 7903 members 
Mstep: Class 31 contains 16205 members 
Mstep: Class 32 contains 23989 members 
Mstep: Class 33 contains 2446 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4884 members 
Mstep: Class 36 contains 59234 members 
Mstep: Class 37 contains 57342 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 17213 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1561 members 
Mstep: Class 42 contains 2590 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 21489 members 
Mstep: Class 45 contains 20442 members 
Mstep: Class 46 contains 6852 members 
Mstep: Class 47 contains 5547 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 19057 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165064.000000 Penalty: 166117.046875
Iteration 103Q: 51 clusters Score -5.116506e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 3 contains 2071 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 13416 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 25609 members 
Mstep: Class 12 contains 2214 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60522 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22498 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9083 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9553 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4151 members 
Mstep: Class 29 contains 3736 members 
Mstep: Class 30 contains 7920 members 
Mstep: Class 31 contains 16209 members 
Mstep: Class 32 contains 23999 members 
Mstep: Class 33 contains 2441 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4894 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57343 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 17215 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1565 members 
Mstep: Class 42 contains 2593 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 21490 members 
Mstep: Class 45 contains 20461 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7842 members 
Mstep: Class 49 contains 19069 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165192.000000 Penalty: 166117.046875
Iteration 104Q: 51 clusters Score -5.116519e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 13404 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 25608 members 
Mstep: Class 12 contains 2212 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60520 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22469 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9572 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4171 members 
Mstep: Class 29 contains 3750 members 
Mstep: Class 30 contains 7937 members 
Mstep: Class 31 contains 16203 members 
Mstep: Class 32 contains 24011 members 
Mstep: Class 33 contains 2437 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4903 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57343 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 17216 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1568 members 
Mstep: Class 42 contains 2596 members 
Mstep: Class 43 contains 1018 members 
Mstep: Class 44 contains 21494 members 
Mstep: Class 45 contains 20475 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5550 members 
Mstep: Class 48 contains 7841 members 
Mstep: Class 49 contains 19083 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165180.000000 Penalty: 166117.046875
Iteration 105Q: 51 clusters Score -5.116518e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 13404 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3593 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60519 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22448 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9067 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9575 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4190 members 
Mstep: Class 29 contains 3768 members 
Mstep: Class 30 contains 7955 members 
Mstep: Class 31 contains 16202 members 
Mstep: Class 32 contains 24013 members 
Mstep: Class 33 contains 2436 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 4904 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57342 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 17209 members 
Mstep: Class 40 contains 3393 members 
Mstep: Class 41 contains 1570 members 
Mstep: Class 42 contains 2601 members 
Mstep: Class 43 contains 1020 members 
Mstep: Class 44 contains 21500 members 
Mstep: Class 45 contains 20476 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5553 members 
Mstep: Class 48 contains 7841 members 
Mstep: Class 49 contains 19101 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165376.000000 Penalty: 166117.046875
Iteration 106Q: 51 clusters Score -5.116538e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 14177 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 13411 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 25597 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60517 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22435 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9055 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9570 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 3773 members 
Mstep: Class 30 contains 7967 members 
Mstep: Class 31 contains 16194 members 
Mstep: Class 32 contains 24011 members 
Mstep: Class 33 contains 2433 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4913 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57343 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 17205 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1576 members 
Mstep: Class 42 contains 2607 members 
Mstep: Class 43 contains 1025 members 
Mstep: Class 44 contains 21504 members 
Mstep: Class 45 contains 20477 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5556 members 
Mstep: Class 48 contains 7839 members 
Mstep: Class 49 contains 19112 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165556.000000 Penalty: 166117.046875
Iteration 107Q: 51 clusters Score -5.116556e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 14143 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 9683 members 
Mstep: Class 5 contains 13411 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 902 members 
Mstep: Class 11 contains 25597 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60512 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22429 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9045 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9583 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4231 members 
Mstep: Class 29 contains 3775 members 
Mstep: Class 30 contains 7977 members 
Mstep: Class 31 contains 16189 members 
Mstep: Class 32 contains 24012 members 
Mstep: Class 33 contains 2432 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4911 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3586 members 
Mstep: Class 39 contains 17191 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1583 members 
Mstep: Class 42 contains 2611 members 
Mstep: Class 43 contains 1031 members 
Mstep: Class 44 contains 21510 members 
Mstep: Class 45 contains 20482 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5559 members 
Mstep: Class 48 contains 7844 members 
Mstep: Class 49 contains 19123 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165764.000000 Penalty: 166117.046875
Iteration 108Q: 51 clusters Score -5.116576e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 9668 members 
Mstep: Class 5 contains 13414 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 900 members 
Mstep: Class 11 contains 25595 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60509 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22426 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9031 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 9581 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4250 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 7990 members 
Mstep: Class 31 contains 16180 members 
Mstep: Class 32 contains 24009 members 
Mstep: Class 33 contains 2429 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4909 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 17181 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1586 members 
Mstep: Class 42 contains 2611 members 
Mstep: Class 43 contains 1036 members 
Mstep: Class 44 contains 21516 members 
Mstep: Class 45 contains 20486 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5558 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 19135 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51165924.000000 Penalty: 166117.046875
Iteration 109Q: 51 clusters Score -5.116592e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 14078 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 9658 members 
Mstep: Class 5 contains 13417 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 25594 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60510 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22414 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 9544 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 3782 members 
Mstep: Class 30 contains 8000 members 
Mstep: Class 31 contains 16174 members 
Mstep: Class 32 contains 24004 members 
Mstep: Class 33 contains 2426 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4914 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 17176 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1588 members 
Mstep: Class 42 contains 2611 members 
Mstep: Class 43 contains 1040 members 
Mstep: Class 44 contains 21520 members 
Mstep: Class 45 contains 20490 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5557 members 
Mstep: Class 48 contains 7855 members 
Mstep: Class 49 contains 19143 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166176.000000 Penalty: 166117.046875
Iteration 110Q: 51 clusters Score -5.116618e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 9651 members 
Mstep: Class 5 contains 13437 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60507 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22411 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 9009 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 9506 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 3789 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 16172 members 
Mstep: Class 32 contains 23998 members 
Mstep: Class 33 contains 2423 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4903 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3568 members 
Mstep: Class 39 contains 17168 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1587 members 
Mstep: Class 42 contains 2613 members 
Mstep: Class 43 contains 1046 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20477 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5556 members 
Mstep: Class 48 contains 7861 members 
Mstep: Class 49 contains 19146 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166300.000000 Penalty: 166117.046875
Iteration 111Q: 51 clusters Score -5.11663e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 9638 members 
Mstep: Class 5 contains 13454 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 886 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3825 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51877 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22402 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8999 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4315 members 
Mstep: Class 29 contains 3780 members 
Mstep: Class 30 contains 8030 members 
Mstep: Class 31 contains 16165 members 
Mstep: Class 32 contains 23991 members 
Mstep: Class 33 contains 2422 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4879 members 
Mstep: Class 36 contains 59232 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 17171 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1588 members 
Mstep: Class 42 contains 2614 members 
Mstep: Class 43 contains 1053 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20463 members 
Mstep: Class 46 contains 6855 members 
Mstep: Class 47 contains 5558 members 
Mstep: Class 48 contains 7869 members 
Mstep: Class 49 contains 19147 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166468.000000 Penalty: 166117.046875
Iteration 112Q: 51 clusters Score -5.116647e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 2148 members 
Mstep: Class 4 contains 9627 members 
Mstep: Class 5 contains 13460 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3862 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51878 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60502 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22371 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8990 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 9557 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 3768 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 16154 members 
Mstep: Class 32 contains 23982 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4857 members 
Mstep: Class 36 contains 59231 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3550 members 
Mstep: Class 39 contains 17166 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1590 members 
Mstep: Class 42 contains 2615 members 
Mstep: Class 43 contains 1058 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20454 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5559 members 
Mstep: Class 48 contains 7873 members 
Mstep: Class 49 contains 19149 members 
Mstep: Class 50 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166684.000000 Penalty: 166117.046875
Iteration 113Q: 51 clusters Score -5.116668e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 13985 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 9617 members 
Mstep: Class 5 contains 13472 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51880 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60490 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22360 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8972 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 9587 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4355 members 
Mstep: Class 29 contains 3755 members 
Mstep: Class 30 contains 8063 members 
Mstep: Class 31 contains 16152 members 
Mstep: Class 32 contains 23977 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4838 members 
Mstep: Class 36 contains 59229 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3550 members 
Mstep: Class 39 contains 17160 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1590 members 
Mstep: Class 42 contains 2616 members 
Mstep: Class 43 contains 1061 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20452 members 
Mstep: Class 46 contains 6855 members 
Mstep: Class 47 contains 5561 members 
Mstep: Class 48 contains 7884 members 
Mstep: Class 49 contains 19156 members 
Mstep: Class 50 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166676.000000 Penalty: 166117.046875
Iteration 114Q: 51 clusters Score -5.116668e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 13489 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 870 members 
Mstep: Class 11 contains 25581 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51882 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60483 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22351 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8961 members 
Mstep: Class 25 contains 2048 members 
Mstep: Class 26 contains 9634 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4362 members 
Mstep: Class 29 contains 3736 members 
Mstep: Class 30 contains 8076 members 
Mstep: Class 31 contains 16140 members 
Mstep: Class 32 contains 23968 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4831 members 
Mstep: Class 36 contains 59227 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3545 members 
Mstep: Class 39 contains 17155 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1591 members 
Mstep: Class 42 contains 2616 members 
Mstep: Class 43 contains 1065 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20448 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5561 members 
Mstep: Class 48 contains 7894 members 
Mstep: Class 49 contains 19173 members 
Mstep: Class 50 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166716.000000 Penalty: 166117.046875
Iteration 115Q: 51 clusters Score -5.116672e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 13967 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 13505 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 25575 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60469 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22334 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8956 members 
Mstep: Class 25 contains 2050 members 
Mstep: Class 26 contains 9693 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4379 members 
Mstep: Class 29 contains 3725 members 
Mstep: Class 30 contains 8086 members 
Mstep: Class 31 contains 16133 members 
Mstep: Class 32 contains 23963 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4827 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3540 members 
Mstep: Class 39 contains 17154 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1593 members 
Mstep: Class 42 contains 2616 members 
Mstep: Class 43 contains 1065 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20433 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 5559 members 
Mstep: Class 48 contains 7897 members 
Mstep: Class 49 contains 19183 members 
Mstep: Class 50 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166712.000000 Penalty: 166117.046875
Iteration 116Q: 51 clusters Score -5.116671e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 13964 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 9593 members 
Mstep: Class 5 contains 13519 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 862 members 
Mstep: Class 11 contains 25565 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22301 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8948 members 
Mstep: Class 25 contains 2051 members 
Mstep: Class 26 contains 9743 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4386 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 8097 members 
Mstep: Class 31 contains 16131 members 
Mstep: Class 32 contains 23958 members 
Mstep: Class 33 contains 2421 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3533 members 
Mstep: Class 39 contains 17150 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1595 members 
Mstep: Class 42 contains 2618 members 
Mstep: Class 43 contains 1070 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20427 members 
Mstep: Class 46 contains 6853 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7901 members 
Mstep: Class 49 contains 19194 members 
Mstep: Class 50 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166820.000000 Penalty: 166117.046875
Iteration 117Q: 51 clusters Score -5.116682e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 9590 members 
Mstep: Class 5 contains 13530 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 25561 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60465 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22280 members 
Mstep: Class 23 contains 7137 members 
Mstep: Class 24 contains 8939 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9808 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4394 members 
Mstep: Class 29 contains 3712 members 
Mstep: Class 30 contains 8107 members 
Mstep: Class 31 contains 16115 members 
Mstep: Class 32 contains 23953 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10799 members 
Mstep: Class 35 contains 4815 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3529 members 
Mstep: Class 39 contains 17151 members 
Mstep: Class 40 contains 3396 members 
Mstep: Class 41 contains 1597 members 
Mstep: Class 42 contains 2619 members 
Mstep: Class 43 contains 1074 members 
Mstep: Class 44 contains 21523 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6851 members 
Mstep: Class 47 contains 5563 members 
Mstep: Class 48 contains 7906 members 
Mstep: Class 49 contains 19206 members 
Mstep: Class 50 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51166844.000000 Penalty: 166117.046875
Iteration 118Q: 51 clusters Score -5.116684e+07 nChanged 320
Entering ConstructFrom: 
Score: -51166844.000000 Penalty: 166117.046875
Entering ConstructFrom: 
Trying to split cluster 1 (38986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Entering Unmasked Estep 
Score: -3245608.750000 Penalty: 2621.597656
	Iteration 0F: 2 clusters Score -3245609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3219377.750000 Penalty: 5243.195312
	Iteration 0F: 3 clusters Score -3219378 nChanged 17654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3228865.250000 Penalty: 5243.195312
	Iteration 1F: 3 clusters Score -3228865 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3229375.000000 Penalty: 5243.195312
	Iteration 2Q: 3 clusters Score -3229375 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3229914.000000 Penalty: 5243.195312
	Iteration 3Q: 3 clusters Score -3229914 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3230574.250000 Penalty: 5243.195312
	Iteration 4Q: 3 clusters Score -3230574 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3231524.000000 Penalty: 5243.195312
	Iteration 5F: 3 clusters Score -3231524 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3232805.250000 Penalty: 5243.195312
	Iteration 6F: 3 clusters Score -3232805 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3234458.750000 Penalty: 5243.195312
	Iteration 7F: 3 clusters Score -3234459 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3236101.000000 Penalty: 5243.195312
	Iteration 8F: 3 clusters Score -3236101 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3237672.750000 Penalty: 5243.195312
	Iteration 9F: 3 clusters Score -3237673 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -3238971.000000 Penalty: 5243.195312
	Iteration 10F: 3 clusters Score -3238971 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3240002.000000 Penalty: 5243.195312
	Iteration 11Q: 3 clusters Score -3240002 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3240855.750000 Penalty: 5243.195312
	Iteration 12Q: 3 clusters Score -3240856 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3241499.500000 Penalty: 5243.195312
	Iteration 13Q: 3 clusters Score -3241500 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3242014.250000 Penalty: 5243.195312
	Iteration 14Q: 3 clusters Score -3242014 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3242423.500000 Penalty: 5243.195312
	Iteration 15Q: 3 clusters Score -3242424 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3242707.250000 Penalty: 5243.195312
	Iteration 16Q: 3 clusters Score -3242707 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3242915.250000 Penalty: 5243.195312
	Iteration 17Q: 3 clusters Score -3242915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3243029.250000 Penalty: 5243.195312
	Iteration 18Q: 3 clusters Score -3243029 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3243115.000000 Penalty: 5243.195312
	Iteration 19Q: 3 clusters Score -3243115 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3243201.750000 Penalty: 5243.195312
	Iteration 20F: 3 clusters Score -3243202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3243269.250000 Penalty: 5243.195312
	Iteration 21Q: 3 clusters Score -3243269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3243303.250000 Penalty: 5243.195312
	Iteration 22Q: 3 clusters Score -3243303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3243333.750000 Penalty: 5243.195312
	Iteration 23Q: 3 clusters Score -3243334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3243343.000000 Penalty: 5243.195312
	Iteration 24Q: 3 clusters Score -3243343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3243351.250000 Penalty: 5243.195312
	Iteration 25Q: 3 clusters Score -3243351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3243363.500000 Penalty: 5243.195312
	Iteration 26Q: 3 clusters Score -3243364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3243371.500000 Penalty: 5243.195312
	Iteration 27Q: 3 clusters Score -3243372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3243379.000000 Penalty: 5243.195312
	Iteration 28Q: 3 clusters Score -3243379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3243386.750000 Penalty: 5243.195312
	Iteration 29Q: 3 clusters Score -3243387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3243389.000000 Penalty: 5243.195312
	Iteration 30Q: 3 clusters Score -3243389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3243390.000000 Penalty: 5243.195312
	Iteration 31Q: 3 clusters Score -3243390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3243390.000000 Penalty: 5243.195312
	Iteration 32F: 3 clusters Score -3243390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Entering Unmasked Estep 
Score: -1158195.000000 Penalty: 2366.579834
	Iteration 0F: 2 clusters Score -1158195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1148044.375000 Penalty: 4733.159668
	Iteration 0F: 3 clusters Score -1148044 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1151180.500000 Penalty: 4733.159668
	Iteration 1F: 3 clusters Score -1151180 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1151593.750000 Penalty: 4733.159668
	Iteration 2F: 3 clusters Score -1151594 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1151951.000000 Penalty: 4733.159668
	Iteration 3F: 3 clusters Score -1151951 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1152296.125000 Penalty: 4733.159668
	Iteration 4Q: 3 clusters Score -1152296 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1152650.750000 Penalty: 4733.159668
	Iteration 5Q: 3 clusters Score -1152651 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1153044.250000 Penalty: 4733.159668
	Iteration 6Q: 3 clusters Score -1153044 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1153433.250000 Penalty: 4733.159668
	Iteration 7Q: 3 clusters Score -1153433 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1153793.125000 Penalty: 4733.159668
	Iteration 8Q: 3 clusters Score -1153793 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1154136.875000 Penalty: 4733.159668
	Iteration 9Q: 3 clusters Score -1154137 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1154457.000000 Penalty: 4733.159668
	Iteration 10Q: 3 clusters Score -1154457 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1154736.750000 Penalty: 4733.159668
	Iteration 11Q: 3 clusters Score -1154737 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1154999.625000 Penalty: 4733.159668
	Iteration 12Q: 3 clusters Score -1155000 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1155216.750000 Penalty: 4733.159668
	Iteration 13Q: 3 clusters Score -1155217 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1155409.750000 Penalty: 4733.159668
	Iteration 14Q: 3 clusters Score -1155410 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1155575.375000 Penalty: 4733.159668
	Iteration 15Q: 3 clusters Score -1155575 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1155716.250000 Penalty: 4733.159668
	Iteration 16Q: 3 clusters Score -1155716 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1155836.000000 Penalty: 4733.159668
	Iteration 17Q: 3 clusters Score -1155836 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1155947.750000 Penalty: 4733.159668
	Iteration 18Q: 3 clusters Score -1155948 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1156040.125000 Penalty: 4733.159668
	Iteration 19Q: 3 clusters Score -1156040 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1156103.750000 Penalty: 4733.159668
	Iteration 20F: 3 clusters Score -1156104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1156138.500000 Penalty: 4733.159668
	Iteration 21Q: 3 clusters Score -1156138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1156166.375000 Penalty: 4733.159668
	Iteration 22Q: 3 clusters Score -1156166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1156199.250000 Penalty: 4733.159668
	Iteration 23Q: 3 clusters Score -1156199 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1156228.250000 Penalty: 4733.159668
	Iteration 24Q: 3 clusters Score -1156228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1156251.500000 Penalty: 4733.159668
	Iteration 25Q: 3 clusters Score -1156252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1156272.750000 Penalty: 4733.159668
	Iteration 26Q: 3 clusters Score -1156273 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1156290.875000 Penalty: 4733.159668
	Iteration 27Q: 3 clusters Score -1156291 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1156304.125000 Penalty: 4733.159668
	Iteration 28Q: 3 clusters Score -1156304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1156321.625000 Penalty: 4733.159668
	Iteration 29Q: 3 clusters Score -1156322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1156334.500000 Penalty: 4733.159668
	Iteration 30Q: 3 clusters Score -1156334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1156353.000000 Penalty: 4733.159668
	Iteration 31Q: 3 clusters Score -1156353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1156358.000000 Penalty: 4733.159668
	Iteration 32Q: 3 clusters Score -1156358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1156364.500000 Penalty: 4733.159668
	Iteration 33Q: 3 clusters Score -1156364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1156370.375000 Penalty: 4733.159668
	Iteration 34Q: 3 clusters Score -1156370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1156373.375000 Penalty: 4733.159668
	Iteration 35Q: 3 clusters Score -1156373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1156379.875000 Penalty: 4733.159668
	Iteration 36Q: 3 clusters Score -1156380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1156386.500000 Penalty: 4733.159668
	Iteration 37Q: 3 clusters Score -1156386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1156390.250000 Penalty: 4733.159668
	Iteration 38Q: 3 clusters Score -1156390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1156396.875000 Penalty: 4733.159668
	Iteration 39Q: 3 clusters Score -1156397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1156401.750000 Penalty: 4733.159668
	Iteration 40F: 3 clusters Score -1156402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1156406.875000 Penalty: 4733.159668
	Iteration 41Q: 3 clusters Score -1156407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1156407.250000 Penalty: 4733.159668
	Iteration 42Q: 3 clusters Score -1156407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1156410.000000 Penalty: 4733.159668
	Iteration 43Q: 3 clusters Score -1156410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1156412.125000 Penalty: 4733.159668
	Iteration 44Q: 3 clusters Score -1156412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1156413.750000 Penalty: 4733.159668
	Iteration 45Q: 3 clusters Score -1156414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1156416.125000 Penalty: 4733.159668
	Iteration 46Q: 3 clusters Score -1156416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1156417.750000 Penalty: 4733.159668
	Iteration 47Q: 3 clusters Score -1156418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1156415.250000 Penalty: 4733.159668
	Iteration 48Q: 3 clusters Score -1156415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1156418.875000 Penalty: 4733.159668
	Iteration 49Q: 3 clusters Score -1156419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1156423.625000 Penalty: 4733.159668
	Iteration 50Q: 3 clusters Score -1156424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1156426.000000 Penalty: 4733.159668
	Iteration 51Q: 3 clusters Score -1156426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1156427.625000 Penalty: 4733.159668
	Iteration 52Q: 3 clusters Score -1156428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1156430.250000 Penalty: 4733.159668
	Iteration 53Q: 3 clusters Score -1156430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1156431.875000 Penalty: 4733.159668
	Iteration 54Q: 3 clusters Score -1156432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1156430.750000 Penalty: 4733.159668
	Iteration 55Q: 3 clusters Score -1156431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1156435.250000 Penalty: 4733.159668
	Iteration 56Q: 3 clusters Score -1156435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1156436.000000 Penalty: 4733.159668
	Iteration 57Q: 3 clusters Score -1156436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1156438.875000 Penalty: 4733.159668
	Iteration 58Q: 3 clusters Score -1156439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1156437.125000 Penalty: 4733.159668
	Iteration 59Q: 3 clusters Score -1156437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1156437.000000 Penalty: 4733.159668
	Iteration 60F: 3 clusters Score -1156437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -171343.656250 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -171343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -168606.546875 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -168606.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -169151.750000 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -169151.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -169322.000000 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -169322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -169410.406250 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -169410.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -169466.765625 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -169466.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -169513.203125 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -169513.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -169553.343750 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -169553.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -169588.515625 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -169588.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -169614.796875 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -169614.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -169637.406250 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -169637.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -169661.734375 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -169661.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -169678.125000 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -169678.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -169697.812500 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -169697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -169712.546875 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -169712.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -169733.562500 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -169733.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -169758.312500 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -169758.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -169782.421875 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -169782.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -169809.906250 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -169809.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -169845.906250 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -169845.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -169871.265625 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -169871.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -169898.656250 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -169898.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -169943.078125 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -169943.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -169991.906250 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -169991.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -170041.609375 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -170041.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -170086.328125 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -170086.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -170146.296875 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -170146.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -170181.703125 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -170181.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -170208.718750 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -170208.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -170231.484375 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -170231.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -170260.671875 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -170260.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -170295.890625 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -170295.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -170348.406250 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -170348.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -170427.906250 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -170427.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -170528.546875 Penalty: 3810.511230
	Iteration 33Q: 3 clusters Score -170528.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -170635.140625 Penalty: 3810.511230
	Iteration 34Q: 3 clusters Score -170635.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -170755.921875 Penalty: 3810.511230
	Iteration 35Q: 3 clusters Score -170755.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -170940.531250 Penalty: 3810.511230
	Iteration 36Q: 3 clusters Score -170940.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -171210.781250 Penalty: 3810.511230
	Iteration 37Q: 3 clusters Score -171210.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -171520.421875 Penalty: 3810.511230
	Iteration 38Q: 3 clusters Score -171520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -171556.968750 Penalty: 3810.511230
	Iteration 39Q: 3 clusters Score -171557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -171564.921875 Penalty: 3810.511230
	Iteration 40F: 3 clusters Score -171564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 13547 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 25556 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 1037 members 
Entering Unmasked Estep 
Score: -51165596.000000 Penalty: 169439.390625
Splitting cluster 3 changes total score from -51166844.000000 to -51165596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Entering Unmasked Estep 
Score: -790158.187500 Penalty: 2273.652588
	Iteration 0F: 2 clusters Score -790158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -782727.687500 Penalty: 4547.305176
	Iteration 0F: 3 clusters Score -782727.7 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -785458.125000 Penalty: 4547.305176
	Iteration 1F: 3 clusters Score -785458.1 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -786685.062500 Penalty: 4547.305176
	Iteration 2F: 3 clusters Score -786685.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -787698.437500 Penalty: 4547.305176
	Iteration 3F: 3 clusters Score -787698.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -788412.312500 Penalty: 4547.305176
	Iteration 4F: 3 clusters Score -788412.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -788903.000000 Penalty: 4547.305176
	Iteration 5F: 3 clusters Score -788903 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -789188.562500 Penalty: 4547.305176
	Iteration 6Q: 3 clusters Score -789188.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -789345.500000 Penalty: 4547.305176
	Iteration 7Q: 3 clusters Score -789345.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -789438.750000 Penalty: 4547.305176
	Iteration 8Q: 3 clusters Score -789438.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -789516.500000 Penalty: 4547.305176
	Iteration 9Q: 3 clusters Score -789516.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -789612.937500 Penalty: 4547.305176
	Iteration 10Q: 3 clusters Score -789612.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -789713.687500 Penalty: 4547.305176
	Iteration 11Q: 3 clusters Score -789713.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -789811.437500 Penalty: 4547.305176
	Iteration 12Q: 3 clusters Score -789811.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -789897.562500 Penalty: 4547.305176
	Iteration 13Q: 3 clusters Score -789897.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -789945.000000 Penalty: 4547.305176
	Iteration 14Q: 3 clusters Score -789945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -789989.500000 Penalty: 4547.305176
	Iteration 15Q: 3 clusters Score -789989.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -790025.500000 Penalty: 4547.305176
	Iteration 16Q: 3 clusters Score -790025.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -790046.250000 Penalty: 4547.305176
	Iteration 17Q: 3 clusters Score -790046.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -790064.250000 Penalty: 4547.305176
	Iteration 18Q: 3 clusters Score -790064.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -790084.687500 Penalty: 4547.305176
	Iteration 19Q: 3 clusters Score -790084.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -790096.250000 Penalty: 4547.305176
	Iteration 20F: 3 clusters Score -790096.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -790104.875000 Penalty: 4547.305176
	Iteration 21Q: 3 clusters Score -790104.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -790115.437500 Penalty: 4547.305176
	Iteration 22Q: 3 clusters Score -790115.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -790123.000000 Penalty: 4547.305176
	Iteration 23Q: 3 clusters Score -790123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -790128.500000 Penalty: 4547.305176
	Iteration 24Q: 3 clusters Score -790128.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -790135.125000 Penalty: 4547.305176
	Iteration 25Q: 3 clusters Score -790135.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -790140.187500 Penalty: 4547.305176
	Iteration 26Q: 3 clusters Score -790140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -790142.000000 Penalty: 4547.305176
	Iteration 27Q: 3 clusters Score -790142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -790143.062500 Penalty: 4547.305176
	Iteration 28Q: 3 clusters Score -790143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -790143.625000 Penalty: 4547.305176
	Iteration 29Q: 3 clusters Score -790143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -790144.625000 Penalty: 4547.305176
	Iteration 30Q: 3 clusters Score -790144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -790146.062500 Penalty: 4547.305176
	Iteration 31Q: 3 clusters Score -790146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -790146.812500 Penalty: 4547.305176
	Iteration 32Q: 3 clusters Score -790146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -790146.812500 Penalty: 4547.305176
	Iteration 33F: 3 clusters Score -790146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Entering Unmasked Estep 
Score: -1103434.250000 Penalty: 2359.452393
	Iteration 0F: 2 clusters Score -1103434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1093512.625000 Penalty: 4718.904785
	Iteration 0F: 3 clusters Score -1093513 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1096759.750000 Penalty: 4718.904785
	Iteration 1F: 3 clusters Score -1096760 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1097246.500000 Penalty: 4718.904785
	Iteration 2F: 3 clusters Score -1097246 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1097772.000000 Penalty: 4718.904785
	Iteration 3F: 3 clusters Score -1097772 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1098375.375000 Penalty: 4718.904785
	Iteration 4F: 3 clusters Score -1098375 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1099122.250000 Penalty: 4718.904785
	Iteration 5F: 3 clusters Score -1099122 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1100025.875000 Penalty: 4718.904785
	Iteration 6F: 3 clusters Score -1100026 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1100984.000000 Penalty: 4718.904785
	Iteration 7F: 3 clusters Score -1100984 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1101681.625000 Penalty: 4718.904785
	Iteration 8F: 3 clusters Score -1101682 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1102257.250000 Penalty: 4718.904785
	Iteration 9Q: 3 clusters Score -1102257 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1102756.375000 Penalty: 4718.904785
	Iteration 10Q: 3 clusters Score -1102756 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1103094.000000 Penalty: 4718.904785
	Iteration 11Q: 3 clusters Score -1103094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1103277.500000 Penalty: 4718.904785
	Iteration 12Q: 3 clusters Score -1103278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1103350.500000 Penalty: 4718.904785
	Iteration 13Q: 3 clusters Score -1103350 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1103382.875000 Penalty: 4718.904785
	Iteration 14Q: 3 clusters Score -1103383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1103409.375000 Penalty: 4718.904785
	Iteration 15Q: 3 clusters Score -1103409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1103417.250000 Penalty: 4718.904785
	Iteration 16Q: 3 clusters Score -1103417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1103423.500000 Penalty: 4718.904785
	Iteration 17Q: 3 clusters Score -1103424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1103428.250000 Penalty: 4718.904785
	Iteration 18Q: 3 clusters Score -1103428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1103432.875000 Penalty: 4718.904785
	Iteration 19Q: 3 clusters Score -1103433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1103436.000000 Penalty: 4718.904785
	Iteration 20F: 3 clusters Score -1103436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1103438.375000 Penalty: 4718.904785
	Iteration 21Q: 3 clusters Score -1103438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1103442.250000 Penalty: 4718.904785
	Iteration 22Q: 3 clusters Score -1103442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1103441.625000 Penalty: 4718.904785
	Iteration 23Q: 3 clusters Score -1103442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1103442.750000 Penalty: 4718.904785
	Iteration 24Q: 3 clusters Score -1103443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1103444.000000 Penalty: 4718.904785
	Iteration 25Q: 3 clusters Score -1103444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1103444.875000 Penalty: 4718.904785
	Iteration 26Q: 3 clusters Score -1103445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1103444.375000 Penalty: 4718.904785
	Iteration 27Q: 3 clusters Score -1103444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1103444.125000 Penalty: 4718.904785
	Iteration 28Q: 3 clusters Score -1103444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1103444.500000 Penalty: 4718.904785
	Iteration 29Q: 3 clusters Score -1103444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1103445.625000 Penalty: 4718.904785
	Iteration 30Q: 3 clusters Score -1103446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1103444.750000 Penalty: 4718.904785
	Iteration 31Q: 3 clusters Score -1103445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1103444.500000 Penalty: 4718.904785
	Iteration 32Q: 3 clusters Score -1103444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1103444.375000 Penalty: 4718.904785
	Iteration 33Q: 3 clusters Score -1103444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1103444.375000 Penalty: 4718.904785
	Iteration 34F: 3 clusters Score -1103444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 25556 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 9789 members 
Entering Unmasked Estep 
Score: -51165824.000000 Penalty: 169439.390625
Splitting cluster 5 changes total score from -51166844.000000 to -51165824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -452614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -447717.250000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -447717.2 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -448885.781250 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -448885.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -449074.718750 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -449074.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -449196.031250 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -449196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -449279.562500 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -449279.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -449339.437500 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -449339.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -449394.093750 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -449394.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -449446.093750 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -449446.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -449482.781250 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -449482.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -449514.593750 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -449514.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -449541.531250 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -449541.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -449564.406250 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -449564.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -449585.843750 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -449585.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -449611.250000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -449611.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -449642.343750 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -449642.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -449678.125000 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -449678.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -449718.343750 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -449718.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -449764.000000 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -449764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -449807.687500 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -449807.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -449855.750000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -449855.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -449919.031250 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -449919 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -449984.812500 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -449984.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -450054.656250 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -450054.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -450131.062500 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -450131.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -450216.312500 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -450216.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -450296.812500 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -450296.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -450361.062500 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -450361.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -450431.062500 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -450431.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -450487.031250 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -450487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -450542.625000 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -450542.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -450584.156250 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -450584.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -450621.843750 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -450621.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -450648.593750 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -450648.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -450671.593750 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -450671.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -450682.750000 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -450682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -450693.312500 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -450693.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -450709.343750 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -450709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -450719.875000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -450719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -450724.406250 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -450724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -450726.562500 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -450726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -450727.812500 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -450727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -450728.718750 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -450728.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -450728.718750 Penalty: 4283.212891
	Iteration 42F: 3 clusters Score -450728.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -100277.500000 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -100277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -98062.359375 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -98062.36 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98456.679688 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -98456.68 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -98606.070312 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -98606.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98692.406250 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -98692.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98772.960938 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -98772.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98841.953125 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -98841.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98889.687500 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -98889.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98920.101562 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -98920.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98949.757812 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -98949.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98964.039062 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -98964.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98970.984375 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -98970.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98981.078125 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -98981.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98990.625000 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -98990.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98999.992188 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -98999.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99007.179688 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -99007.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99015.359375 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -99015.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99018.875000 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -99018.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99024.914062 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -99024.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99027.593750 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -99027.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99029.445312 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -99029.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99033.109375 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -99033.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -99038.859375 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -99038.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99041.968750 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -99041.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99044.023438 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -99044.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99046.140625 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -99046.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99050.890625 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -99050.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99053.210938 Penalty: 3572.519775
	Iteration 26Q: 3 clusters Score -99053.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99053.984375 Penalty: 3572.519775
	Iteration 27Q: 3 clusters Score -99053.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99055.039062 Penalty: 3572.519775
	Iteration 28Q: 3 clusters Score -99055.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99056.539062 Penalty: 3572.519775
	Iteration 29Q: 3 clusters Score -99056.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99059.234375 Penalty: 3572.519775
	Iteration 30Q: 3 clusters Score -99059.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99059.234375 Penalty: 3572.519775
	Iteration 31F: 3 clusters Score -99059.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Entering Unmasked Estep 
Score: -102652.890625 Penalty: 1862.993652
	Iteration 0F: 2 clusters Score -102652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -100290.718750 Penalty: 3725.987305
	Iteration 0F: 3 clusters Score -100290.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -101178.273438 Penalty: 3725.987305
	Iteration 1F: 3 clusters Score -101178.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -101579.695312 Penalty: 3725.987305
	Iteration 2F: 3 clusters Score -101579.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -101882.164062 Penalty: 3725.987305
	Iteration 3F: 3 clusters Score -101882.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -102084.804688 Penalty: 3725.987305
	Iteration 4F: 3 clusters Score -102084.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -102242.195312 Penalty: 3725.987305
	Iteration 5Q: 3 clusters Score -102242.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -102333.890625 Penalty: 3725.987305
	Iteration 6Q: 3 clusters Score -102333.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -102400.890625 Penalty: 3725.987305
	Iteration 7Q: 3 clusters Score -102400.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -102435.078125 Penalty: 3725.987305
	Iteration 8Q: 3 clusters Score -102435.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -102458.570312 Penalty: 3725.987305
	Iteration 9Q: 3 clusters Score -102458.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -102474.437500 Penalty: 3725.987305
	Iteration 10Q: 3 clusters Score -102474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -102481.492188 Penalty: 3725.987305
	Iteration 11Q: 3 clusters Score -102481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -102489.390625 Penalty: 3725.987305
	Iteration 12Q: 3 clusters Score -102489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -102498.015625 Penalty: 3725.987305
	Iteration 13Q: 3 clusters Score -102498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -102505.703125 Penalty: 3725.987305
	Iteration 14Q: 3 clusters Score -102505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -102510.164062 Penalty: 3725.987305
	Iteration 15Q: 3 clusters Score -102510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -102512.460938 Penalty: 3725.987305
	Iteration 16Q: 3 clusters Score -102512.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -102518.000000 Penalty: 3725.987305
	Iteration 17Q: 3 clusters Score -102518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -102521.234375 Penalty: 3725.987305
	Iteration 18Q: 3 clusters Score -102521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -102523.500000 Penalty: 3725.987305
	Iteration 19Q: 3 clusters Score -102523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -102524.039062 Penalty: 3725.987305
	Iteration 20F: 3 clusters Score -102524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -139651.078125 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -139651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -137178.156250 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -137178.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -137731.531250 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -137731.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -137990.718750 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -137990.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -138227.609375 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -138227.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -138396.359375 Penalty: 3724.358398
	Iteration 4F: 3 clusters Score -138396.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -138479.343750 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -138479.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -138547.625000 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -138547.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -138594.296875 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -138594.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -138625.015625 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -138625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -138641.703125 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -138641.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -138657.750000 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -138657.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -138673.296875 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -138673.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -138684.375000 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -138684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -138690.828125 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -138690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -138693.437500 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -138693.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -138698.625000 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -138698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -138701.937500 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -138701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138702.812500 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -138702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -138703.421875 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -138703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138703.656250 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -138703.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138703.656250 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -138703.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -68618.468750 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -68618.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66811.460938 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -66811.46 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67090.359375 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -67090.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67181.820312 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -67181.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67228.023438 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -67228.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67258.351562 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -67258.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -67286.875000 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -67286.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67308.882812 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -67308.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -67322.304688 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -67322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67338.976562 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -67338.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67353.695312 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -67353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67368.257812 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -67368.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67379.429688 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -67379.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67390.023438 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -67390.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67411.804688 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -67411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67436.062500 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -67436.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67468.476562 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -67468.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67498.671875 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -67498.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -67510.914062 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -67510.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -67525.976562 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -67525.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -67533.757812 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -67533.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67539.351562 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -67539.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67545.382812 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -67545.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67545.382812 Penalty: 3348.546387
	Iteration 22F: 3 clusters Score -67545.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Entering Unmasked Estep 
Score: -2182392.750000 Penalty: 2516.859619
	Iteration 0F: 2 clusters Score -2182393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2164756.250000 Penalty: 5033.719238
	Iteration 0F: 3 clusters Score -2164756 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2170880.500000 Penalty: 5033.719238
	Iteration 1F: 3 clusters Score -2170880 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2171525.250000 Penalty: 5033.719238
	Iteration 2F: 3 clusters Score -2171525 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2172375.250000 Penalty: 5033.719238
	Iteration 3F: 3 clusters Score -2172375 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2173634.000000 Penalty: 5033.719238
	Iteration 4F: 3 clusters Score -2173634 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2175354.000000 Penalty: 5033.719238
	Iteration 5F: 3 clusters Score -2175354 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2177414.500000 Penalty: 5033.719238
	Iteration 6F: 3 clusters Score -2177414 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2179666.500000 Penalty: 5033.719238
	Iteration 7F: 3 clusters Score -2179666 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2181623.000000 Penalty: 5033.719238
	Iteration 8F: 3 clusters Score -2181623 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2182753.750000 Penalty: 5033.719238
	Iteration 9Q: 3 clusters Score -2182754 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2183241.500000 Penalty: 5033.719238
	Iteration 10Q: 3 clusters Score -2183242 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2183469.750000 Penalty: 5033.719238
	Iteration 11Q: 3 clusters Score -2183470 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2183611.750000 Penalty: 5033.719238
	Iteration 12Q: 3 clusters Score -2183612 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2183701.500000 Penalty: 5033.719238
	Iteration 13Q: 3 clusters Score -2183702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2183756.750000 Penalty: 5033.719238
	Iteration 14Q: 3 clusters Score -2183757 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2183795.750000 Penalty: 5033.719238
	Iteration 15Q: 3 clusters Score -2183796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2183821.750000 Penalty: 5033.719238
	Iteration 16Q: 3 clusters Score -2183822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2183858.250000 Penalty: 5033.719238
	Iteration 17Q: 3 clusters Score -2183858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2183878.750000 Penalty: 5033.719238
	Iteration 18Q: 3 clusters Score -2183879 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2183884.250000 Penalty: 5033.719238
	Iteration 19Q: 3 clusters Score -2183884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2183905.000000 Penalty: 5033.719238
	Iteration 20F: 3 clusters Score -2183905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2183915.750000 Penalty: 5033.719238
	Iteration 21Q: 3 clusters Score -2183916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2183929.250000 Penalty: 5033.719238
	Iteration 22Q: 3 clusters Score -2183929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2183942.250000 Penalty: 5033.719238
	Iteration 23Q: 3 clusters Score -2183942 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2183946.750000 Penalty: 5033.719238
	Iteration 24Q: 3 clusters Score -2183947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2183962.000000 Penalty: 5033.719238
	Iteration 25Q: 3 clusters Score -2183962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2183969.250000 Penalty: 5033.719238
	Iteration 26Q: 3 clusters Score -2183969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2183961.750000 Penalty: 5033.719238
	Iteration 27Q: 3 clusters Score -2183962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2183968.000000 Penalty: 5033.719238
	Iteration 28Q: 3 clusters Score -2183968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2183967.750000 Penalty: 5033.719238
	Iteration 29Q: 3 clusters Score -2183968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2183975.500000 Penalty: 5033.719238
	Iteration 30Q: 3 clusters Score -2183976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2183981.000000 Penalty: 5033.719238
	Iteration 31Q: 3 clusters Score -2183981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2183977.500000 Penalty: 5033.719238
	Iteration 32Q: 3 clusters Score -2183978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2183977.750000 Penalty: 5033.719238
	Iteration 33Q: 3 clusters Score -2183978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2183979.750000 Penalty: 5033.719238
	Iteration 34Q: 3 clusters Score -2183980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2183981.500000 Penalty: 5033.719238
	Iteration 35Q: 3 clusters Score -2183982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2183982.500000 Penalty: 5033.719238
	Iteration 36Q: 3 clusters Score -2183982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2183983.750000 Penalty: 5033.719238
	Iteration 37Q: 3 clusters Score -2183984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2183985.000000 Penalty: 5033.719238
	Iteration 38Q: 3 clusters Score -2183985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2183980.250000 Penalty: 5033.719238
	Iteration 39Q: 3 clusters Score -2183980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2183980.250000 Penalty: 5033.719238
	Iteration 40F: 3 clusters Score -2183980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 13547 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19220 members 
Entering Unmasked Estep 
Score: -51167416.000000 Penalty: 169439.390625
Splitting cluster 11 changes total score from -51166844.000000 to -51167416.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 12 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -171510.187500 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -171510.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -168784.687500 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -168784.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -169306.953125 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -169307 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169454.515625 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -169454.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -169551.640625 Penalty: 3806.610107
	Iteration 3Q: 3 clusters Score -169551.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -169615.921875 Penalty: 3806.610107
	Iteration 4Q: 3 clusters Score -169615.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -169667.578125 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -169667.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169711.843750 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -169711.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -169737.937500 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -169737.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -169757.890625 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -169757.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -169774.562500 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -169774.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -169785.578125 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -169785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -169796.218750 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -169796.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -169806.046875 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -169806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -169813.500000 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -169813.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -169821.968750 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -169822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -169831.437500 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -169831.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -169837.765625 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -169837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -169843.093750 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -169843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -169848.531250 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -169848.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -169856.796875 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -169856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -169863.296875 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -169863.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -169872.703125 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -169872.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -169878.390625 Penalty: 3806.610107
	Iteration 22Q: 3 clusters Score -169878.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -169889.734375 Penalty: 3806.610107
	Iteration 23Q: 3 clusters Score -169889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -169899.593750 Penalty: 3806.610107
	Iteration 24Q: 3 clusters Score -169899.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -169908.828125 Penalty: 3806.610107
	Iteration 25Q: 3 clusters Score -169908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -169915.156250 Penalty: 3806.610107
	Iteration 26Q: 3 clusters Score -169915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -169923.687500 Penalty: 3806.610107
	Iteration 27Q: 3 clusters Score -169923.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -169929.093750 Penalty: 3806.610107
	Iteration 28Q: 3 clusters Score -169929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -169931.203125 Penalty: 3806.610107
	Iteration 29Q: 3 clusters Score -169931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -169931.796875 Penalty: 3806.610107
	Iteration 30Q: 3 clusters Score -169931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -169931.796875 Penalty: 3806.610107
	Iteration 31F: 3 clusters Score -169931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -123586.984375 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -123587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121197.328125 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -121197.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -121600.210938 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -121600.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -121704.453125 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -121704.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121753.085938 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -121753.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121787.867188 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -121787.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -121805.218750 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -121805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -121819.867188 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -121819.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -121837.835938 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -121837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -121849.437500 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -121849.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -121857.039062 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -121857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -121865.390625 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -121865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121870.921875 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -121870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -121874.460938 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -121874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121877.437500 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -121877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121881.078125 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -121881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121883.093750 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -121883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -121885.085938 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -121885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121885.945312 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -121885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121887.898438 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -121887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121888.828125 Penalty: 3670.101318
	Iteration 19Q: 3 clusters Score -121888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -121888.828125 Penalty: 3670.101318
	Iteration 20F: 3 clusters Score -121888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -778499.312500 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -778499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -771071.062500 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -771071.1 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -773532.625000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -773532.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -774247.750000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -774247.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -775033.687500 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -775033.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -775742.875000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -775742.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -776265.125000 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -776265.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -776629.437500 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -776629.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -776814.375000 Penalty: 4555.516602
	Iteration 7Q: 3 clusters Score -776814.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -776947.062500 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -776947.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -777025.812500 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -777025.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -777091.375000 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -777091.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -777132.500000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -777132.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -777167.687500 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -777167.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -777190.375000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -777190.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -777213.187500 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -777213.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -777231.562500 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -777231.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -777249.437500 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -777249.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -777260.000000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -777260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -777264.875000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -777264.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -777272.375000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -777272.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -777275.937500 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -777275.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -777280.062500 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -777280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -777281.562500 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -777281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -777285.375000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -777285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -777287.875000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -777287.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -777291.750000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -777291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -777294.375000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -777294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -777294.375000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -777294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -777294.375000 Penalty: 4555.516602
	Iteration 28F: 3 clusters Score -777294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -293367.937500 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -293367.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -289564.937500 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -289564.9 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -290517.687500 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -290517.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -290851.312500 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -290851.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -291181.843750 Penalty: 4097.716797
	Iteration 3F: 3 clusters Score -291181.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -291430.656250 Penalty: 4097.716797
	Iteration 4F: 3 clusters Score -291430.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -291623.718750 Penalty: 4097.716797
	Iteration 5Q: 3 clusters Score -291623.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -291838.718750 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -291838.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -292045.437500 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -292045.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -292301.250000 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -292301.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -292548.875000 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -292548.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -292761.750000 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -292761.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -292861.000000 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -292861 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -292920.343750 Penalty: 4097.716797
	Iteration 12Q: 3 clusters Score -292920.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292969.375000 Penalty: 4097.716797
	Iteration 13Q: 3 clusters Score -292969.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292990.906250 Penalty: 4097.716797
	Iteration 14Q: 3 clusters Score -292990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -293006.125000 Penalty: 4097.716797
	Iteration 15Q: 3 clusters Score -293006.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -293014.781250 Penalty: 4097.716797
	Iteration 16Q: 3 clusters Score -293014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -293021.718750 Penalty: 4097.716797
	Iteration 17Q: 3 clusters Score -293021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -293025.812500 Penalty: 4097.716797
	Iteration 18Q: 3 clusters Score -293025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -293029.875000 Penalty: 4097.716797
	Iteration 19Q: 3 clusters Score -293029.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293033.718750 Penalty: 4097.716797
	Iteration 20F: 3 clusters Score -293033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -293036.750000 Penalty: 4097.716797
	Iteration 21Q: 3 clusters Score -293036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -293043.843750 Penalty: 4097.716797
	Iteration 22Q: 3 clusters Score -293043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -293047.031250 Penalty: 4097.716797
	Iteration 23Q: 3 clusters Score -293047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -293049.156250 Penalty: 4097.716797
	Iteration 24Q: 3 clusters Score -293049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -293051.687500 Penalty: 4097.716797
	Iteration 25Q: 3 clusters Score -293051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -293051.625000 Penalty: 4097.716797
	Iteration 26Q: 3 clusters Score -293051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -293052.156250 Penalty: 4097.716797
	Iteration 27Q: 3 clusters Score -293052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -293053.656250 Penalty: 4097.716797
	Iteration 28Q: 3 clusters Score -293053.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -293053.656250 Penalty: 4097.716797
	Iteration 29F: 3 clusters Score -293053.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -1789630.625000 Penalty: 2481.073242
	Iteration 0F: 2 clusters Score -1789631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1774215.750000 Penalty: 4962.146484
	Iteration 0F: 3 clusters Score -1774216 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1779443.250000 Penalty: 4962.146484
	Iteration 1F: 3 clusters Score -1779443 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1779906.375000 Penalty: 4962.146484
	Iteration 2F: 3 clusters Score -1779906 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1780365.000000 Penalty: 4962.146484
	Iteration 3Q: 3 clusters Score -1780365 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1780854.750000 Penalty: 4962.146484
	Iteration 4Q: 3 clusters Score -1780855 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1781413.625000 Penalty: 4962.146484
	Iteration 5Q: 3 clusters Score -1781414 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1781968.625000 Penalty: 4962.146484
	Iteration 6Q: 3 clusters Score -1781969 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1782552.875000 Penalty: 4962.146484
	Iteration 7Q: 3 clusters Score -1782553 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1783214.500000 Penalty: 4962.146484
	Iteration 8Q: 3 clusters Score -1783214 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1783839.000000 Penalty: 4962.146484
	Iteration 9Q: 3 clusters Score -1783839 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1784363.875000 Penalty: 4962.146484
	Iteration 10Q: 3 clusters Score -1784364 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1784755.000000 Penalty: 4962.146484
	Iteration 11Q: 3 clusters Score -1784755 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1785043.625000 Penalty: 4962.146484
	Iteration 12Q: 3 clusters Score -1785044 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1785298.500000 Penalty: 4962.146484
	Iteration 13Q: 3 clusters Score -1785298 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1785549.750000 Penalty: 4962.146484
	Iteration 14Q: 3 clusters Score -1785550 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1785766.250000 Penalty: 4962.146484
	Iteration 15Q: 3 clusters Score -1785766 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1785953.000000 Penalty: 4962.146484
	Iteration 16Q: 3 clusters Score -1785953 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1786164.500000 Penalty: 4962.146484
	Iteration 17Q: 3 clusters Score -1786164 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1786381.500000 Penalty: 4962.146484
	Iteration 18Q: 3 clusters Score -1786382 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1786573.125000 Penalty: 4962.146484
	Iteration 19Q: 3 clusters Score -1786573 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1786759.625000 Penalty: 4962.146484
	Iteration 20F: 3 clusters Score -1786760 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1786902.250000 Penalty: 4962.146484
	Iteration 21Q: 3 clusters Score -1786902 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1787022.250000 Penalty: 4962.146484
	Iteration 22Q: 3 clusters Score -1787022 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1787113.250000 Penalty: 4962.146484
	Iteration 23Q: 3 clusters Score -1787113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1787207.500000 Penalty: 4962.146484
	Iteration 24Q: 3 clusters Score -1787208 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1787282.250000 Penalty: 4962.146484
	Iteration 25Q: 3 clusters Score -1787282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1787341.000000 Penalty: 4962.146484
	Iteration 26Q: 3 clusters Score -1787341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1787381.500000 Penalty: 4962.146484
	Iteration 27Q: 3 clusters Score -1787382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1787411.625000 Penalty: 4962.146484
	Iteration 28Q: 3 clusters Score -1787412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1787433.125000 Penalty: 4962.146484
	Iteration 29Q: 3 clusters Score -1787433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1787448.750000 Penalty: 4962.146484
	Iteration 30Q: 3 clusters Score -1787449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1787463.250000 Penalty: 4962.146484
	Iteration 31Q: 3 clusters Score -1787463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1787474.125000 Penalty: 4962.146484
	Iteration 32Q: 3 clusters Score -1787474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1787489.875000 Penalty: 4962.146484
	Iteration 33Q: 3 clusters Score -1787490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1787496.375000 Penalty: 4962.146484
	Iteration 34Q: 3 clusters Score -1787496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1787503.375000 Penalty: 4962.146484
	Iteration 35Q: 3 clusters Score -1787503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1787509.625000 Penalty: 4962.146484
	Iteration 36Q: 3 clusters Score -1787510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1787515.000000 Penalty: 4962.146484
	Iteration 37Q: 3 clusters Score -1787515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1787517.750000 Penalty: 4962.146484
	Iteration 38Q: 3 clusters Score -1787518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1787526.125000 Penalty: 4962.146484
	Iteration 39Q: 3 clusters Score -1787526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1787528.500000 Penalty: 4962.146484
	Iteration 40F: 3 clusters Score -1787528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1787534.500000 Penalty: 4962.146484
	Iteration 41Q: 3 clusters Score -1787534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1787537.750000 Penalty: 4962.146484
	Iteration 42Q: 3 clusters Score -1787538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1787541.750000 Penalty: 4962.146484
	Iteration 43Q: 3 clusters Score -1787542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1787545.250000 Penalty: 4962.146484
	Iteration 44Q: 3 clusters Score -1787545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1787548.625000 Penalty: 4962.146484
	Iteration 45Q: 3 clusters Score -1787549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1787553.500000 Penalty: 4962.146484
	Iteration 46Q: 3 clusters Score -1787554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1787556.500000 Penalty: 4962.146484
	Iteration 47Q: 3 clusters Score -1787556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1787558.625000 Penalty: 4962.146484
	Iteration 48Q: 3 clusters Score -1787559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1787561.750000 Penalty: 4962.146484
	Iteration 49Q: 3 clusters Score -1787562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1787565.625000 Penalty: 4962.146484
	Iteration 50Q: 3 clusters Score -1787566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1787574.000000 Penalty: 4962.146484
	Iteration 51Q: 3 clusters Score -1787574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1787576.750000 Penalty: 4962.146484
	Iteration 52Q: 3 clusters Score -1787577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1787578.125000 Penalty: 4962.146484
	Iteration 53Q: 3 clusters Score -1787578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1787587.750000 Penalty: 4962.146484
	Iteration 54Q: 3 clusters Score -1787588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1787593.125000 Penalty: 4962.146484
	Iteration 55Q: 3 clusters Score -1787593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1787593.500000 Penalty: 4962.146484
	Iteration 56Q: 3 clusters Score -1787594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1787600.250000 Penalty: 4962.146484
	Iteration 57Q: 3 clusters Score -1787600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1787601.875000 Penalty: 4962.146484
	Iteration 58Q: 3 clusters Score -1787602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1787601.625000 Penalty: 4962.146484
	Iteration 59Q: 3 clusters Score -1787602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1787600.375000 Penalty: 4962.146484
	Iteration 60F: 3 clusters Score -1787600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Entering Unmasked Estep 
Score: -4178823.750000 Penalty: 2692.473145
	Iteration 0F: 2 clusters Score -4178824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4143977.250000 Penalty: 5384.946289
	Iteration 0F: 3 clusters Score -4143977 nChanged 23877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4157513.500000 Penalty: 5384.946289
	Iteration 1F: 3 clusters Score -4157514 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4158313.250000 Penalty: 5384.946289
	Iteration 2Q: 3 clusters Score -4158313 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -4159287.750000 Penalty: 5384.946289
	Iteration 3Q: 3 clusters Score -4159288 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4160581.000000 Penalty: 5384.946289
	Iteration 4F: 3 clusters Score -4160581 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -4162448.000000 Penalty: 5384.946289
	Iteration 5F: 3 clusters Score -4162448 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4165065.500000 Penalty: 5384.946289
	Iteration 6F: 3 clusters Score -4165066 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -4168190.250000 Penalty: 5384.946289
	Iteration 7F: 3 clusters Score -4168190 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -4171159.000000 Penalty: 5384.946289
	Iteration 8F: 3 clusters Score -4171159 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -4173373.250000 Penalty: 5384.946289
	Iteration 9Q: 3 clusters Score -4173373 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -4174805.500000 Penalty: 5384.946289
	Iteration 10Q: 3 clusters Score -4174806 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -4175557.500000 Penalty: 5384.946289
	Iteration 11Q: 3 clusters Score -4175558 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -4176034.000000 Penalty: 5384.946289
	Iteration 12Q: 3 clusters Score -4176034 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -4176268.000000 Penalty: 5384.946289
	Iteration 13Q: 3 clusters Score -4176268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -4176404.000000 Penalty: 5384.946289
	Iteration 14Q: 3 clusters Score -4176404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -4176501.750000 Penalty: 5384.946289
	Iteration 15Q: 3 clusters Score -4176502 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -4176555.500000 Penalty: 5384.946289
	Iteration 16Q: 3 clusters Score -4176556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -4176592.500000 Penalty: 5384.946289
	Iteration 17Q: 3 clusters Score -4176592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -4176618.500000 Penalty: 5384.946289
	Iteration 18Q: 3 clusters Score -4176618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -4176620.750000 Penalty: 5384.946289
	Iteration 19Q: 3 clusters Score -4176621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -4176626.250000 Penalty: 5384.946289
	Iteration 20F: 3 clusters Score -4176626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -4176637.500000 Penalty: 5384.946289
	Iteration 21Q: 3 clusters Score -4176638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -4176638.250000 Penalty: 5384.946289
	Iteration 22Q: 3 clusters Score -4176638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -4176650.500000 Penalty: 5384.946289
	Iteration 23Q: 3 clusters Score -4176650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -4176664.750000 Penalty: 5384.946289
	Iteration 24Q: 3 clusters Score -4176665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -4176668.000000 Penalty: 5384.946289
	Iteration 25Q: 3 clusters Score -4176668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -4176673.500000 Penalty: 5384.946289
	Iteration 26Q: 3 clusters Score -4176674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -4176677.250000 Penalty: 5384.946289
	Iteration 27Q: 3 clusters Score -4176677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -4176676.000000 Penalty: 5384.946289
	Iteration 28Q: 3 clusters Score -4176676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -4176681.250000 Penalty: 5384.946289
	Iteration 29Q: 3 clusters Score -4176681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -4176685.000000 Penalty: 5384.946289
	Iteration 30Q: 3 clusters Score -4176685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -4176689.500000 Penalty: 5384.946289
	Iteration 31Q: 3 clusters Score -4176690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -4176693.750000 Penalty: 5384.946289
	Iteration 32Q: 3 clusters Score -4176694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -4176702.750000 Penalty: 5384.946289
	Iteration 33Q: 3 clusters Score -4176703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -4176708.750000 Penalty: 5384.946289
	Iteration 34Q: 3 clusters Score -4176709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -4176721.750000 Penalty: 5384.946289
	Iteration 35Q: 3 clusters Score -4176722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -4176733.750000 Penalty: 5384.946289
	Iteration 36Q: 3 clusters Score -4176734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -4176739.750000 Penalty: 5384.946289
	Iteration 37Q: 3 clusters Score -4176740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -4176738.250000 Penalty: 5384.946289
	Iteration 38Q: 3 clusters Score -4176738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -4176741.500000 Penalty: 5384.946289
	Iteration 39Q: 3 clusters Score -4176742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -4176741.500000 Penalty: 5384.946289
	Iteration 40F: 3 clusters Score -4176742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1282250.125000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1282250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1270904.125000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1270904 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1274575.375000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1274575 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1274893.625000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1274894 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1275120.250000 Penalty: 4791.082031
	Iteration 3Q: 3 clusters Score -1275120 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1275303.000000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -1275303 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1275505.750000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -1275506 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1275753.000000 Penalty: 4791.082031
	Iteration 6Q: 3 clusters Score -1275753 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1276094.625000 Penalty: 4791.082031
	Iteration 7Q: 3 clusters Score -1276095 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1276541.125000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -1276541 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1277144.500000 Penalty: 4791.082031
	Iteration 9F: 3 clusters Score -1277144 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1277877.625000 Penalty: 4791.082031
	Iteration 10F: 3 clusters Score -1277878 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1278568.875000 Penalty: 4791.082031
	Iteration 11F: 3 clusters Score -1278569 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1279110.000000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -1279110 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1279446.125000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -1279446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1279664.375000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1279664 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1279817.000000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1279817 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1279927.125000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1279927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1280001.250000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1280001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1280056.625000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1280057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1280089.875000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -1280090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1280119.875000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1280120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1280134.625000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -1280135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1280149.125000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1280149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1280158.875000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1280159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1280162.125000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1280162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1280163.875000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1280164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1280166.750000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1280167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1280167.250000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1280167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1280176.500000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -1280176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1280179.000000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -1280179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1280182.750000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -1280183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1280184.250000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -1280184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1280184.250000 Penalty: 4791.082031
	Iteration 32F: 3 clusters Score -1280184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Entering Unmasked Estep 
Score: -744380.937500 Penalty: 2247.365234
	Iteration 0F: 2 clusters Score -744380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -737643.625000 Penalty: 4494.730469
	Iteration 0F: 3 clusters Score -737643.6 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -739469.312500 Penalty: 4494.730469
	Iteration 1F: 3 clusters Score -739469.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -739696.687500 Penalty: 4494.730469
	Iteration 2F: 3 clusters Score -739696.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -739843.937500 Penalty: 4494.730469
	Iteration 3Q: 3 clusters Score -739843.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -739939.625000 Penalty: 4494.730469
	Iteration 4Q: 3 clusters Score -739939.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -740005.187500 Penalty: 4494.730469
	Iteration 5Q: 3 clusters Score -740005.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -740066.312500 Penalty: 4494.730469
	Iteration 6Q: 3 clusters Score -740066.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -740126.500000 Penalty: 4494.730469
	Iteration 7Q: 3 clusters Score -740126.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -740192.312500 Penalty: 4494.730469
	Iteration 8Q: 3 clusters Score -740192.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -740244.937500 Penalty: 4494.730469
	Iteration 9Q: 3 clusters Score -740244.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -740298.187500 Penalty: 4494.730469
	Iteration 10Q: 3 clusters Score -740298.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -740366.000000 Penalty: 4494.730469
	Iteration 11Q: 3 clusters Score -740366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -740449.187500 Penalty: 4494.730469
	Iteration 12Q: 3 clusters Score -740449.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -740554.750000 Penalty: 4494.730469
	Iteration 13Q: 3 clusters Score -740554.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -740705.687500 Penalty: 4494.730469
	Iteration 14Q: 3 clusters Score -740705.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -740935.562500 Penalty: 4494.730469
	Iteration 15Q: 3 clusters Score -740935.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -741181.562500 Penalty: 4494.730469
	Iteration 16Q: 3 clusters Score -741181.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -741426.250000 Penalty: 4494.730469
	Iteration 17Q: 3 clusters Score -741426.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -741653.187500 Penalty: 4494.730469
	Iteration 18Q: 3 clusters Score -741653.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -741868.437500 Penalty: 4494.730469
	Iteration 19Q: 3 clusters Score -741868.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -742050.000000 Penalty: 4494.730469
	Iteration 20F: 3 clusters Score -742050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -742185.687500 Penalty: 4494.730469
	Iteration 21Q: 3 clusters Score -742185.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -742283.062500 Penalty: 4494.730469
	Iteration 22Q: 3 clusters Score -742283.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -742350.250000 Penalty: 4494.730469
	Iteration 23Q: 3 clusters Score -742350.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -742407.062500 Penalty: 4494.730469
	Iteration 24Q: 3 clusters Score -742407.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -742430.000000 Penalty: 4494.730469
	Iteration 25Q: 3 clusters Score -742430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -742440.000000 Penalty: 4494.730469
	Iteration 26Q: 3 clusters Score -742440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -742445.125000 Penalty: 4494.730469
	Iteration 27Q: 3 clusters Score -742445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -742450.437500 Penalty: 4494.730469
	Iteration 28Q: 3 clusters Score -742450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -742452.625000 Penalty: 4494.730469
	Iteration 29Q: 3 clusters Score -742452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -742459.000000 Penalty: 4494.730469
	Iteration 30Q: 3 clusters Score -742459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -742462.562500 Penalty: 4494.730469
	Iteration 31Q: 3 clusters Score -742462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -742464.437500 Penalty: 4494.730469
	Iteration 32Q: 3 clusters Score -742464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -742466.062500 Penalty: 4494.730469
	Iteration 33Q: 3 clusters Score -742466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -742467.437500 Penalty: 4494.730469
	Iteration 34Q: 3 clusters Score -742467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -742471.750000 Penalty: 4494.730469
	Iteration 35Q: 3 clusters Score -742471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -742476.750000 Penalty: 4494.730469
	Iteration 36Q: 3 clusters Score -742476.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -742480.437500 Penalty: 4494.730469
	Iteration 37Q: 3 clusters Score -742480.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -742486.687500 Penalty: 4494.730469
	Iteration 38Q: 3 clusters Score -742486.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -742492.375000 Penalty: 4494.730469
	Iteration 39Q: 3 clusters Score -742492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -742495.250000 Penalty: 4494.730469
	Iteration 40F: 3 clusters Score -742495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -742497.937500 Penalty: 4494.730469
	Iteration 41Q: 3 clusters Score -742497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -742504.687500 Penalty: 4494.730469
	Iteration 42Q: 3 clusters Score -742504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -742509.312500 Penalty: 4494.730469
	Iteration 43Q: 3 clusters Score -742509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -742510.312500 Penalty: 4494.730469
	Iteration 44Q: 3 clusters Score -742510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -742510.000000 Penalty: 4494.730469
	Iteration 45Q: 3 clusters Score -742510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -742510.000000 Penalty: 4494.730469
	Iteration 46F: 3 clusters Score -742510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Entering Unmasked Estep 
Score: -5038523.000000 Penalty: 2730.443604
	Iteration 0F: 2 clusters Score -5038523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4997886.500000 Penalty: 5460.887207
	Iteration 0F: 3 clusters Score -4997886 nChanged 28073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -5013524.500000 Penalty: 5460.887207
	Iteration 1F: 3 clusters Score -5013524 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -5014085.500000 Penalty: 5460.887207
	Iteration 2Q: 3 clusters Score -5014086 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5014690.500000 Penalty: 5460.887207
	Iteration 3Q: 3 clusters Score -5014690 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -5015324.500000 Penalty: 5460.887207
	Iteration 4Q: 3 clusters Score -5015324 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -5016050.500000 Penalty: 5460.887207
	Iteration 5Q: 3 clusters Score -5016050 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -5016899.500000 Penalty: 5460.887207
	Iteration 6Q: 3 clusters Score -5016900 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -5017925.500000 Penalty: 5460.887207
	Iteration 7Q: 3 clusters Score -5017926 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5019220.500000 Penalty: 5460.887207
	Iteration 8Q: 3 clusters Score -5019220 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -5020717.500000 Penalty: 5460.887207
	Iteration 9F: 3 clusters Score -5020718 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5022229.000000 Penalty: 5460.887207
	Iteration 10F: 3 clusters Score -5022229 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5023659.000000 Penalty: 5460.887207
	Iteration 11Q: 3 clusters Score -5023659 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5024916.000000 Penalty: 5460.887207
	Iteration 12Q: 3 clusters Score -5024916 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5025964.000000 Penalty: 5460.887207
	Iteration 13Q: 3 clusters Score -5025964 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5026953.000000 Penalty: 5460.887207
	Iteration 14Q: 3 clusters Score -5026953 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -5027814.000000 Penalty: 5460.887207
	Iteration 15Q: 3 clusters Score -5027814 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -5028727.500000 Penalty: 5460.887207
	Iteration 16Q: 3 clusters Score -5028728 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -5029612.500000 Penalty: 5460.887207
	Iteration 17Q: 3 clusters Score -5029612 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -5030399.500000 Penalty: 5460.887207
	Iteration 18Q: 3 clusters Score -5030400 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -5031053.500000 Penalty: 5460.887207
	Iteration 19Q: 3 clusters Score -5031054 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -5031727.500000 Penalty: 5460.887207
	Iteration 20F: 3 clusters Score -5031728 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -5032351.500000 Penalty: 5460.887207
	Iteration 21Q: 3 clusters Score -5032352 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -5032915.500000 Penalty: 5460.887207
	Iteration 22Q: 3 clusters Score -5032916 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -5033375.500000 Penalty: 5460.887207
	Iteration 23Q: 3 clusters Score -5033376 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -5033772.500000 Penalty: 5460.887207
	Iteration 24Q: 3 clusters Score -5033772 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -5034116.000000 Penalty: 5460.887207
	Iteration 25Q: 3 clusters Score -5034116 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -5034395.000000 Penalty: 5460.887207
	Iteration 26Q: 3 clusters Score -5034395 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -5034648.000000 Penalty: 5460.887207
	Iteration 27Q: 3 clusters Score -5034648 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -5034853.000000 Penalty: 5460.887207
	Iteration 28Q: 3 clusters Score -5034853 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -5035030.000000 Penalty: 5460.887207
	Iteration 29Q: 3 clusters Score -5035030 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -5035199.500000 Penalty: 5460.887207
	Iteration 30Q: 3 clusters Score -5035200 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -5035349.500000 Penalty: 5460.887207
	Iteration 31Q: 3 clusters Score -5035350 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -5035473.000000 Penalty: 5460.887207
	Iteration 32Q: 3 clusters Score -5035473 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -5035547.000000 Penalty: 5460.887207
	Iteration 33Q: 3 clusters Score -5035547 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -5035643.000000 Penalty: 5460.887207
	Iteration 34Q: 3 clusters Score -5035643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -5035728.500000 Penalty: 5460.887207
	Iteration 35Q: 3 clusters Score -5035728 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -5035800.000000 Penalty: 5460.887207
	Iteration 36Q: 3 clusters Score -5035800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -5035861.500000 Penalty: 5460.887207
	Iteration 37Q: 3 clusters Score -5035862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -5035900.500000 Penalty: 5460.887207
	Iteration 38Q: 3 clusters Score -5035900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -5035930.500000 Penalty: 5460.887207
	Iteration 39Q: 3 clusters Score -5035930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -5035952.000000 Penalty: 5460.887207
	Iteration 40F: 3 clusters Score -5035952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -5035975.500000 Penalty: 5460.887207
	Iteration 41Q: 3 clusters Score -5035976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -5036001.000000 Penalty: 5460.887207
	Iteration 42Q: 3 clusters Score -5036001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -5036026.500000 Penalty: 5460.887207
	Iteration 43Q: 3 clusters Score -5036026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -5036048.500000 Penalty: 5460.887207
	Iteration 44Q: 3 clusters Score -5036048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -5036062.000000 Penalty: 5460.887207
	Iteration 45Q: 3 clusters Score -5036062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -5036075.000000 Penalty: 5460.887207
	Iteration 46Q: 3 clusters Score -5036075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -5036065.500000 Penalty: 5460.887207
	Iteration 47Q: 3 clusters Score -5036066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -5036089.500000 Penalty: 5460.887207
	Iteration 48Q: 3 clusters Score -5036090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -5036091.000000 Penalty: 5460.887207
	Iteration 49Q: 3 clusters Score -5036091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -5036098.000000 Penalty: 5460.887207
	Iteration 50Q: 3 clusters Score -5036098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -5036098.000000 Penalty: 5460.887207
	Iteration 51Q: 3 clusters Score -5036098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -5036104.500000 Penalty: 5460.887207
	Iteration 52Q: 3 clusters Score -5036104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -5036104.500000 Penalty: 5460.887207
	Iteration 53F: 3 clusters Score -5036104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -227587.218750 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -227587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -224458.578125 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -224458.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -225051.812500 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -225051.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -225233.812500 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -225233.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225337.875000 Penalty: 3945.194336
	Iteration 3F: 3 clusters Score -225337.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -225436.937500 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -225436.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -225522.500000 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -225522.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -225597.828125 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -225597.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -225678.781250 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -225678.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -225760.234375 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -225760.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -225826.953125 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -225827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -225891.890625 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -225891.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -225962.609375 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -225962.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -226036.296875 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -226036.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -226080.125000 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -226080.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -226116.562500 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -226116.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -226152.609375 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -226152.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -226187.390625 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -226187.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -226213.531250 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -226213.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -226232.562500 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -226232.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -226249.078125 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -226249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -226262.781250 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -226262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -226287.156250 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -226287.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -226306.187500 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -226306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -226324.546875 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -226324.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -226338.125000 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -226338.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -226351.484375 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -226351.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -226365.953125 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -226366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -226380.046875 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -226380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -226391.781250 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -226391.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -226401.265625 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -226401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -226411.828125 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -226411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -226418.562500 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -226418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -226425.156250 Penalty: 3945.194336
	Iteration 32Q: 3 clusters Score -226425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -226429.546875 Penalty: 3945.194336
	Iteration 33Q: 3 clusters Score -226429.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -226432.078125 Penalty: 3945.194336
	Iteration 34Q: 3 clusters Score -226432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -226433.125000 Penalty: 3945.194336
	Iteration 35Q: 3 clusters Score -226433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -226434.140625 Penalty: 3945.194336
	Iteration 36Q: 3 clusters Score -226434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -226435.078125 Penalty: 3945.194336
	Iteration 37Q: 3 clusters Score -226435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -226435.078125 Penalty: 3945.194336
	Iteration 38F: 3 clusters Score -226435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Entering Unmasked Estep 
Score: -1817386.125000 Penalty: 2482.648926
	Iteration 0F: 2 clusters Score -1817386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1801895.875000 Penalty: 4965.297852
	Iteration 0F: 3 clusters Score -1801896 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1807254.500000 Penalty: 4965.297852
	Iteration 1F: 3 clusters Score -1807254 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1807870.750000 Penalty: 4965.297852
	Iteration 2F: 3 clusters Score -1807871 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1808504.625000 Penalty: 4965.297852
	Iteration 3F: 3 clusters Score -1808505 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1809101.375000 Penalty: 4965.297852
	Iteration 4F: 3 clusters Score -1809101 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1809691.375000 Penalty: 4965.297852
	Iteration 5F: 3 clusters Score -1809691 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1810298.875000 Penalty: 4965.297852
	Iteration 6Q: 3 clusters Score -1810299 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1810833.625000 Penalty: 4965.297852
	Iteration 7Q: 3 clusters Score -1810834 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1811368.625000 Penalty: 4965.297852
	Iteration 8Q: 3 clusters Score -1811369 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1811833.375000 Penalty: 4965.297852
	Iteration 9Q: 3 clusters Score -1811833 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1812279.875000 Penalty: 4965.297852
	Iteration 10Q: 3 clusters Score -1812280 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1812674.000000 Penalty: 4965.297852
	Iteration 11Q: 3 clusters Score -1812674 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1813029.500000 Penalty: 4965.297852
	Iteration 12Q: 3 clusters Score -1813030 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1813282.875000 Penalty: 4965.297852
	Iteration 13Q: 3 clusters Score -1813283 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1813486.875000 Penalty: 4965.297852
	Iteration 14Q: 3 clusters Score -1813487 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1813630.125000 Penalty: 4965.297852
	Iteration 15Q: 3 clusters Score -1813630 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1813728.625000 Penalty: 4965.297852
	Iteration 16Q: 3 clusters Score -1813729 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1813836.250000 Penalty: 4965.297852
	Iteration 17Q: 3 clusters Score -1813836 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1813945.125000 Penalty: 4965.297852
	Iteration 18Q: 3 clusters Score -1813945 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1814048.375000 Penalty: 4965.297852
	Iteration 19Q: 3 clusters Score -1814048 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1814144.750000 Penalty: 4965.297852
	Iteration 20F: 3 clusters Score -1814145 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1814230.750000 Penalty: 4965.297852
	Iteration 21Q: 3 clusters Score -1814231 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1814328.875000 Penalty: 4965.297852
	Iteration 22Q: 3 clusters Score -1814329 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1814411.375000 Penalty: 4965.297852
	Iteration 23Q: 3 clusters Score -1814411 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1814505.500000 Penalty: 4965.297852
	Iteration 24Q: 3 clusters Score -1814506 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1814576.625000 Penalty: 4965.297852
	Iteration 25Q: 3 clusters Score -1814577 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1814666.375000 Penalty: 4965.297852
	Iteration 26Q: 3 clusters Score -1814666 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1814733.875000 Penalty: 4965.297852
	Iteration 27Q: 3 clusters Score -1814734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1814802.375000 Penalty: 4965.297852
	Iteration 28Q: 3 clusters Score -1814802 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1814891.875000 Penalty: 4965.297852
	Iteration 29Q: 3 clusters Score -1814892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1814983.500000 Penalty: 4965.297852
	Iteration 30Q: 3 clusters Score -1814984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1815059.750000 Penalty: 4965.297852
	Iteration 31Q: 3 clusters Score -1815060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1815131.125000 Penalty: 4965.297852
	Iteration 32Q: 3 clusters Score -1815131 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1815197.750000 Penalty: 4965.297852
	Iteration 33Q: 3 clusters Score -1815198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1815275.875000 Penalty: 4965.297852
	Iteration 34Q: 3 clusters Score -1815276 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1815363.625000 Penalty: 4965.297852
	Iteration 35Q: 3 clusters Score -1815364 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1815449.875000 Penalty: 4965.297852
	Iteration 36Q: 3 clusters Score -1815450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1815516.125000 Penalty: 4965.297852
	Iteration 37Q: 3 clusters Score -1815516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -1815600.625000 Penalty: 4965.297852
	Iteration 38Q: 3 clusters Score -1815601 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -1815673.375000 Penalty: 4965.297852
	Iteration 39Q: 3 clusters Score -1815673 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1815749.375000 Penalty: 4965.297852
	Iteration 40F: 3 clusters Score -1815749 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1815827.375000 Penalty: 4965.297852
	Iteration 41Q: 3 clusters Score -1815827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1815880.875000 Penalty: 4965.297852
	Iteration 42Q: 3 clusters Score -1815881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -1815945.000000 Penalty: 4965.297852
	Iteration 43Q: 3 clusters Score -1815945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1815999.750000 Penalty: 4965.297852
	Iteration 44Q: 3 clusters Score -1816000 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1816044.000000 Penalty: 4965.297852
	Iteration 45Q: 3 clusters Score -1816044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1816081.750000 Penalty: 4965.297852
	Iteration 46Q: 3 clusters Score -1816082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1816122.625000 Penalty: 4965.297852
	Iteration 47Q: 3 clusters Score -1816123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1816151.000000 Penalty: 4965.297852
	Iteration 48Q: 3 clusters Score -1816151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1816183.000000 Penalty: 4965.297852
	Iteration 49Q: 3 clusters Score -1816183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1816210.125000 Penalty: 4965.297852
	Iteration 50Q: 3 clusters Score -1816210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -1816240.375000 Penalty: 4965.297852
	Iteration 51Q: 3 clusters Score -1816240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1816271.125000 Penalty: 4965.297852
	Iteration 52Q: 3 clusters Score -1816271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1816284.250000 Penalty: 4965.297852
	Iteration 53Q: 3 clusters Score -1816284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -1816301.750000 Penalty: 4965.297852
	Iteration 54Q: 3 clusters Score -1816302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1816316.500000 Penalty: 4965.297852
	Iteration 55Q: 3 clusters Score -1816316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1816325.000000 Penalty: 4965.297852
	Iteration 56Q: 3 clusters Score -1816325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -1816336.625000 Penalty: 4965.297852
	Iteration 57Q: 3 clusters Score -1816337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -1816350.625000 Penalty: 4965.297852
	Iteration 58Q: 3 clusters Score -1816351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1816362.375000 Penalty: 4965.297852
	Iteration 59Q: 3 clusters Score -1816362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -1816376.250000 Penalty: 4965.297852
	Iteration 60F: 3 clusters Score -1816376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1816389.500000 Penalty: 4965.297852
	Iteration 61Q: 3 clusters Score -1816390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -1816394.375000 Penalty: 4965.297852
	Iteration 62Q: 3 clusters Score -1816394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1816399.375000 Penalty: 4965.297852
	Iteration 63Q: 3 clusters Score -1816399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1816400.375000 Penalty: 4965.297852
	Iteration 64Q: 3 clusters Score -1816400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1816400.000000 Penalty: 4965.297852
	Iteration 65Q: 3 clusters Score -1816400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1816402.625000 Penalty: 4965.297852
	Iteration 66Q: 3 clusters Score -1816403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1816403.125000 Penalty: 4965.297852
	Iteration 67Q: 3 clusters Score -1816403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1816404.750000 Penalty: 4965.297852
	Iteration 68Q: 3 clusters Score -1816405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -1816406.375000 Penalty: 4965.297852
	Iteration 69Q: 3 clusters Score -1816406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1816407.625000 Penalty: 4965.297852
	Iteration 70Q: 3 clusters Score -1816408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1816406.125000 Penalty: 4965.297852
	Iteration 71Q: 3 clusters Score -1816406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -1816407.500000 Penalty: 4965.297852
	Iteration 72Q: 3 clusters Score -1816408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1816407.625000 Penalty: 4965.297852
	Iteration 73Q: 3 clusters Score -1816408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1816406.875000 Penalty: 4965.297852
	Iteration 74Q: 3 clusters Score -1816407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1816406.875000 Penalty: 4965.297852
	Iteration 75F: 3 clusters Score -1816407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -497862.281250 Penalty: 2200.550537
	Iteration 0F: 2 clusters Score -497862.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -492101.281250 Penalty: 4401.101074
	Iteration 0F: 3 clusters Score -492101.3 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -494297.312500 Penalty: 4401.101074
	Iteration 1F: 3 clusters Score -494297.3 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -495183.812500 Penalty: 4401.101074
	Iteration 2F: 3 clusters Score -495183.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -495836.031250 Penalty: 4401.101074
	Iteration 3F: 3 clusters Score -495836 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -496293.312500 Penalty: 4401.101074
	Iteration 4F: 3 clusters Score -496293.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -496556.156250 Penalty: 4401.101074
	Iteration 5F: 3 clusters Score -496556.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -496702.437500 Penalty: 4401.101074
	Iteration 6Q: 3 clusters Score -496702.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -496772.625000 Penalty: 4401.101074
	Iteration 7Q: 3 clusters Score -496772.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -496839.375000 Penalty: 4401.101074
	Iteration 8Q: 3 clusters Score -496839.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -496898.468750 Penalty: 4401.101074
	Iteration 9Q: 3 clusters Score -496898.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -496941.375000 Penalty: 4401.101074
	Iteration 10Q: 3 clusters Score -496941.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -496967.218750 Penalty: 4401.101074
	Iteration 11Q: 3 clusters Score -496967.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -496983.093750 Penalty: 4401.101074
	Iteration 12Q: 3 clusters Score -496983.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -496996.656250 Penalty: 4401.101074
	Iteration 13Q: 3 clusters Score -496996.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -497005.062500 Penalty: 4401.101074
	Iteration 14Q: 3 clusters Score -497005.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -497012.437500 Penalty: 4401.101074
	Iteration 15Q: 3 clusters Score -497012.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -497015.687500 Penalty: 4401.101074
	Iteration 16Q: 3 clusters Score -497015.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -497018.062500 Penalty: 4401.101074
	Iteration 17Q: 3 clusters Score -497018.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -497020.531250 Penalty: 4401.101074
	Iteration 18Q: 3 clusters Score -497020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -497023.656250 Penalty: 4401.101074
	Iteration 19Q: 3 clusters Score -497023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -497025.093750 Penalty: 4401.101074
	Iteration 20F: 3 clusters Score -497025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -497024.781250 Penalty: 4401.101074
	Iteration 21Q: 3 clusters Score -497024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -497025.000000 Penalty: 4401.101074
	Iteration 22Q: 3 clusters Score -497025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -497025.218750 Penalty: 4401.101074
	Iteration 23Q: 3 clusters Score -497025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -497024.750000 Penalty: 4401.101074
	Iteration 24Q: 3 clusters Score -497024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -497024.843750 Penalty: 4401.101074
	Iteration 25Q: 3 clusters Score -497024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -497024.843750 Penalty: 4401.101074
	Iteration 26F: 3 clusters Score -497024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Entering Unmasked Estep 
Score: -748138.937500 Penalty: 2256.265137
	Iteration 0F: 2 clusters Score -748138.9 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 4446 members 
Entering Unmasked Estep 
Score: -741134.812500 Penalty: 4512.530273
	Iteration 0F: 3 clusters Score -741134.8 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -743009.000000 Penalty: 4512.530273
	Iteration 1F: 3 clusters Score -743009 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -743321.312500 Penalty: 4512.530273
	Iteration 2F: 3 clusters Score -743321.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -743557.625000 Penalty: 4512.530273
	Iteration 3F: 3 clusters Score -743557.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -743775.625000 Penalty: 4512.530273
	Iteration 4Q: 3 clusters Score -743775.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -744022.750000 Penalty: 4512.530273
	Iteration 5Q: 3 clusters Score -744022.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -744286.562500 Penalty: 4512.530273
	Iteration 6Q: 3 clusters Score -744286.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -744582.562500 Penalty: 4512.530273
	Iteration 7Q: 3 clusters Score -744582.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -744940.812500 Penalty: 4512.530273
	Iteration 8F: 3 clusters Score -744940.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -745356.875000 Penalty: 4512.530273
	Iteration 9F: 3 clusters Score -745356.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -745811.125000 Penalty: 4512.530273
	Iteration 10F: 3 clusters Score -745811.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -746248.875000 Penalty: 4512.530273
	Iteration 11F: 3 clusters Score -746248.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -746578.437500 Penalty: 4512.530273
	Iteration 12Q: 3 clusters Score -746578.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -746815.625000 Penalty: 4512.530273
	Iteration 13Q: 3 clusters Score -746815.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -746966.687500 Penalty: 4512.530273
	Iteration 14Q: 3 clusters Score -746966.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -747059.562500 Penalty: 4512.530273
	Iteration 15Q: 3 clusters Score -747059.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -747121.500000 Penalty: 4512.530273
	Iteration 16Q: 3 clusters Score -747121.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -747173.437500 Penalty: 4512.530273
	Iteration 17Q: 3 clusters Score -747173.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -747203.187500 Penalty: 4512.530273
	Iteration 18Q: 3 clusters Score -747203.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -747223.687500 Penalty: 4512.530273
	Iteration 19Q: 3 clusters Score -747223.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -747239.250000 Penalty: 4512.530273
	Iteration 20F: 3 clusters Score -747239.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -747257.250000 Penalty: 4512.530273
	Iteration 21Q: 3 clusters Score -747257.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -747264.500000 Penalty: 4512.530273
	Iteration 22Q: 3 clusters Score -747264.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -747269.687500 Penalty: 4512.530273
	Iteration 23Q: 3 clusters Score -747269.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -747271.812500 Penalty: 4512.530273
	Iteration 24Q: 3 clusters Score -747271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -747274.750000 Penalty: 4512.530273
	Iteration 25Q: 3 clusters Score -747274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -747277.562500 Penalty: 4512.530273
	Iteration 26Q: 3 clusters Score -747277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -747278.062500 Penalty: 4512.530273
	Iteration 27Q: 3 clusters Score -747278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -747278.375000 Penalty: 4512.530273
	Iteration 28Q: 3 clusters Score -747278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -747282.375000 Penalty: 4512.530273
	Iteration 29Q: 3 clusters Score -747282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -747281.812500 Penalty: 4512.530273
	Iteration 30Q: 3 clusters Score -747281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -747283.312500 Penalty: 4512.530273
	Iteration 31Q: 3 clusters Score -747283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -747283.500000 Penalty: 4512.530273
	Iteration 32Q: 3 clusters Score -747283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -747282.625000 Penalty: 4512.530273
	Iteration 33Q: 3 clusters Score -747282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -747282.625000 Penalty: 4512.530273
	Iteration 34F: 3 clusters Score -747282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -163571.343750 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -163571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160922.796875 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -160922.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -161459.718750 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -161459.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161651.109375 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -161651.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -161790.390625 Penalty: 3783.020508
	Iteration 3F: 3 clusters Score -161790.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161924.625000 Penalty: 3783.020508
	Iteration 4F: 3 clusters Score -161924.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162066.796875 Penalty: 3783.020508
	Iteration 5F: 3 clusters Score -162066.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -162161.640625 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -162161.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162228.906250 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -162228.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162267.234375 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -162267.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -162288.890625 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -162288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162298.953125 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -162299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162311.078125 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -162311.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162322.421875 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -162322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162330.281250 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -162330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -162337.062500 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -162337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -162342.703125 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -162342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162344.718750 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -162344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162345.906250 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -162345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162346.359375 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -162346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162346.359375 Penalty: 3783.020508
	Iteration 19F: 3 clusters Score -162346.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -713932.812500 Penalty: 2280.391113
	Iteration 0F: 2 clusters Score -713932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -706373.750000 Penalty: 4560.782227
	Iteration 0F: 3 clusters Score -706373.8 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -708664.937500 Penalty: 4560.782227
	Iteration 1F: 3 clusters Score -708664.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -709129.687500 Penalty: 4560.782227
	Iteration 2F: 3 clusters Score -709129.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -709489.937500 Penalty: 4560.782227
	Iteration 3F: 3 clusters Score -709489.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -709764.187500 Penalty: 4560.782227
	Iteration 4F: 3 clusters Score -709764.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -710052.062500 Penalty: 4560.782227
	Iteration 5Q: 3 clusters Score -710052.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -710351.437500 Penalty: 4560.782227
	Iteration 6Q: 3 clusters Score -710351.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -710652.562500 Penalty: 4560.782227
	Iteration 7Q: 3 clusters Score -710652.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -710940.187500 Penalty: 4560.782227
	Iteration 8Q: 3 clusters Score -710940.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -711167.812500 Penalty: 4560.782227
	Iteration 9Q: 3 clusters Score -711167.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -711359.062500 Penalty: 4560.782227
	Iteration 10Q: 3 clusters Score -711359.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -711505.375000 Penalty: 4560.782227
	Iteration 11Q: 3 clusters Score -711505.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -711626.625000 Penalty: 4560.782227
	Iteration 12Q: 3 clusters Score -711626.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -711713.750000 Penalty: 4560.782227
	Iteration 13Q: 3 clusters Score -711713.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -711774.187500 Penalty: 4560.782227
	Iteration 14Q: 3 clusters Score -711774.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -711809.250000 Penalty: 4560.782227
	Iteration 15Q: 3 clusters Score -711809.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -711827.250000 Penalty: 4560.782227
	Iteration 16Q: 3 clusters Score -711827.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -711838.375000 Penalty: 4560.782227
	Iteration 17Q: 3 clusters Score -711838.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -711848.812500 Penalty: 4560.782227
	Iteration 18Q: 3 clusters Score -711848.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -711854.875000 Penalty: 4560.782227
	Iteration 19Q: 3 clusters Score -711854.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -711860.125000 Penalty: 4560.782227
	Iteration 20F: 3 clusters Score -711860.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -711864.875000 Penalty: 4560.782227
	Iteration 21Q: 3 clusters Score -711864.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -711866.125000 Penalty: 4560.782227
	Iteration 22Q: 3 clusters Score -711866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -711864.125000 Penalty: 4560.782227
	Iteration 23Q: 3 clusters Score -711864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -711870.500000 Penalty: 4560.782227
	Iteration 24Q: 3 clusters Score -711870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -711871.687500 Penalty: 4560.782227
	Iteration 25Q: 3 clusters Score -711871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -711873.000000 Penalty: 4560.782227
	Iteration 26Q: 3 clusters Score -711873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -711875.625000 Penalty: 4560.782227
	Iteration 27Q: 3 clusters Score -711875.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -711881.062500 Penalty: 4560.782227
	Iteration 28Q: 3 clusters Score -711881.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -711881.187500 Penalty: 4560.782227
	Iteration 29Q: 3 clusters Score -711881.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -711885.312500 Penalty: 4560.782227
	Iteration 30Q: 3 clusters Score -711885.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -711890.875000 Penalty: 4560.782227
	Iteration 31Q: 3 clusters Score -711890.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -711893.875000 Penalty: 4560.782227
	Iteration 32Q: 3 clusters Score -711893.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -711896.437500 Penalty: 4560.782227
	Iteration 33Q: 3 clusters Score -711896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -711895.500000 Penalty: 4560.782227
	Iteration 34Q: 3 clusters Score -711895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -711896.125000 Penalty: 4560.782227
	Iteration 35Q: 3 clusters Score -711896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -711899.062500 Penalty: 4560.782227
	Iteration 36Q: 3 clusters Score -711899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -711900.687500 Penalty: 4560.782227
	Iteration 37Q: 3 clusters Score -711900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -711901.125000 Penalty: 4560.782227
	Iteration 38Q: 3 clusters Score -711901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -711901.937500 Penalty: 4560.782227
	Iteration 39Q: 3 clusters Score -711901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -711901.062500 Penalty: 4560.782227
	Iteration 40F: 3 clusters Score -711901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -711903.750000 Penalty: 4560.782227
	Iteration 41Q: 3 clusters Score -711903.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -711904.000000 Penalty: 4560.782227
	Iteration 42Q: 3 clusters Score -711904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -711906.187500 Penalty: 4560.782227
	Iteration 43Q: 3 clusters Score -711906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -711906.312500 Penalty: 4560.782227
	Iteration 44Q: 3 clusters Score -711906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -711906.312500 Penalty: 4560.782227
	Iteration 45Q: 3 clusters Score -711906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -711907.937500 Penalty: 4560.782227
	Iteration 46Q: 3 clusters Score -711907.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -711907.375000 Penalty: 4560.782227
	Iteration 47Q: 3 clusters Score -711907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -711907.375000 Penalty: 4560.782227
	Iteration 48F: 3 clusters Score -711907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -851861.687500 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -851861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -844013.875000 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -844013.9 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -846219.812500 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -846219.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -846522.375000 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -846522.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -846758.562500 Penalty: 4587.639160
	Iteration 3F: 3 clusters Score -846758.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -846939.312500 Penalty: 4587.639160
	Iteration 4Q: 3 clusters Score -846939.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -847097.125000 Penalty: 4587.639160
	Iteration 5Q: 3 clusters Score -847097.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -847237.812500 Penalty: 4587.639160
	Iteration 6Q: 3 clusters Score -847237.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -847386.562500 Penalty: 4587.639160
	Iteration 7Q: 3 clusters Score -847386.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -847565.437500 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -847565.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -847754.937500 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -847754.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -847955.000000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -847955 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -848155.000000 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -848155 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -848351.687500 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -848351.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -848531.750000 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -848531.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -848680.000000 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -848680 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -848809.250000 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -848809.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -848923.750000 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -848923.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -849009.000000 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -849009 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -849077.062500 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -849077.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -849125.312500 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -849125.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -849157.750000 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -849157.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -849181.000000 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -849181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -849198.500000 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -849198.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -849217.125000 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -849217.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -849230.812500 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -849230.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -849241.812500 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -849241.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -849248.750000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -849248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -849254.250000 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -849254.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -849266.125000 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -849266.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -849275.500000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -849275.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -849285.250000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -849285.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -849294.500000 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -849294.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -849306.437500 Penalty: 4587.639160
	Iteration 32Q: 3 clusters Score -849306.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -849317.187500 Penalty: 4587.639160
	Iteration 33Q: 3 clusters Score -849317.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -849327.312500 Penalty: 4587.639160
	Iteration 34Q: 3 clusters Score -849327.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -849333.500000 Penalty: 4587.639160
	Iteration 35Q: 3 clusters Score -849333.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -849337.187500 Penalty: 4587.639160
	Iteration 36Q: 3 clusters Score -849337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -849341.375000 Penalty: 4587.639160
	Iteration 37Q: 3 clusters Score -849341.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -849348.125000 Penalty: 4587.639160
	Iteration 38Q: 3 clusters Score -849348.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -849355.375000 Penalty: 4587.639160
	Iteration 39Q: 3 clusters Score -849355.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -849359.750000 Penalty: 4587.639160
	Iteration 40F: 3 clusters Score -849359.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -849364.562500 Penalty: 4587.639160
	Iteration 41Q: 3 clusters Score -849364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -849368.312500 Penalty: 4587.639160
	Iteration 42Q: 3 clusters Score -849368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -849371.187500 Penalty: 4587.639160
	Iteration 43Q: 3 clusters Score -849371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -849375.312500 Penalty: 4587.639160
	Iteration 44Q: 3 clusters Score -849375.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -849379.125000 Penalty: 4587.639160
	Iteration 45Q: 3 clusters Score -849379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -849379.875000 Penalty: 4587.639160
	Iteration 46Q: 3 clusters Score -849379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -849382.375000 Penalty: 4587.639160
	Iteration 47Q: 3 clusters Score -849382.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -849384.125000 Penalty: 4587.639160
	Iteration 48Q: 3 clusters Score -849384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -849384.062500 Penalty: 4587.639160
	Iteration 49Q: 3 clusters Score -849384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -849385.750000 Penalty: 4587.639160
	Iteration 50Q: 3 clusters Score -849385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -849385.062500 Penalty: 4587.639160
	Iteration 51Q: 3 clusters Score -849385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -849388.187500 Penalty: 4587.639160
	Iteration 52Q: 3 clusters Score -849388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -849390.875000 Penalty: 4587.639160
	Iteration 53Q: 3 clusters Score -849390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -849389.625000 Penalty: 4587.639160
	Iteration 54Q: 3 clusters Score -849389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -849392.625000 Penalty: 4587.639160
	Iteration 55Q: 3 clusters Score -849392.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -849395.187500 Penalty: 4587.639160
	Iteration 56Q: 3 clusters Score -849395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -849397.250000 Penalty: 4587.639160
	Iteration 57Q: 3 clusters Score -849397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -849398.812500 Penalty: 4587.639160
	Iteration 58Q: 3 clusters Score -849398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -849400.125000 Penalty: 4587.639160
	Iteration 59Q: 3 clusters Score -849400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -849402.250000 Penalty: 4587.639160
	Iteration 60F: 3 clusters Score -849402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -849402.187500 Penalty: 4587.639160
	Iteration 61Q: 3 clusters Score -849402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -849404.687500 Penalty: 4587.639160
	Iteration 62Q: 3 clusters Score -849404.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -849405.187500 Penalty: 4587.639160
	Iteration 63Q: 3 clusters Score -849405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -849405.437500 Penalty: 4587.639160
	Iteration 64Q: 3 clusters Score -849405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -849408.500000 Penalty: 4587.639160
	Iteration 65Q: 3 clusters Score -849408.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -849413.000000 Penalty: 4587.639160
	Iteration 66Q: 3 clusters Score -849413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -849412.562500 Penalty: 4587.639160
	Iteration 67Q: 3 clusters Score -849412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -849415.437500 Penalty: 4587.639160
	Iteration 68Q: 3 clusters Score -849415.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -849420.562500 Penalty: 4587.639160
	Iteration 69Q: 3 clusters Score -849420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -849420.125000 Penalty: 4587.639160
	Iteration 70Q: 3 clusters Score -849420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -849421.625000 Penalty: 4587.639160
	Iteration 71Q: 3 clusters Score -849421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -849420.812500 Penalty: 4587.639160
	Iteration 72Q: 3 clusters Score -849420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -849422.875000 Penalty: 4587.639160
	Iteration 73Q: 3 clusters Score -849422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -849424.000000 Penalty: 4587.639160
	Iteration 74Q: 3 clusters Score -849424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -849427.187500 Penalty: 4587.639160
	Iteration 75Q: 3 clusters Score -849427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -849425.625000 Penalty: 4587.639160
	Iteration 76Q: 3 clusters Score -849425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -849426.062500 Penalty: 4587.639160
	Iteration 77Q: 3 clusters Score -849426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -849427.312500 Penalty: 4587.639160
	Iteration 78Q: 3 clusters Score -849427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -849428.062500 Penalty: 4587.639160
	Iteration 79Q: 3 clusters Score -849428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -849427.250000 Penalty: 4587.639160
	Iteration 80F: 3 clusters Score -849427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -849428.125000 Penalty: 4587.639160
	Iteration 81Q: 3 clusters Score -849428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -849429.750000 Penalty: 4587.639160
	Iteration 82Q: 3 clusters Score -849429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -849431.625000 Penalty: 4587.639160
	Iteration 83Q: 3 clusters Score -849431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -849431.625000 Penalty: 4587.639160
	Iteration 84F: 3 clusters Score -849431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -350828.375000 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -350828.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -346641.343750 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -346641.3 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -347559.375000 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -347559.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -347758.312500 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -347758.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -347903.093750 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -347903.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -348015.875000 Penalty: 4162.248535
	Iteration 4Q: 3 clusters Score -348015.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -348121.812500 Penalty: 4162.248535
	Iteration 5Q: 3 clusters Score -348121.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -348238.843750 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -348238.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -348381.031250 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -348381 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -348529.625000 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -348529.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -348673.406250 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -348673.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -348825.437500 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -348825.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -348971.875000 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -348971.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -349088.531250 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -349088.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -349181.750000 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -349181.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -349270.281250 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -349270.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -349367.718750 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -349367.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -349483.250000 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -349483.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -349640.156250 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -349640.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -349789.937500 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -349789.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -349934.625000 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -349934.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -350038.406250 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -350038.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -350089.593750 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -350089.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -350114.406250 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -350114.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -350132.937500 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -350132.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -350145.625000 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -350145.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -350154.718750 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -350154.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -350163.875000 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -350163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -350169.875000 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -350169.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -350177.593750 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -350177.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -350186.812500 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -350186.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -350194.156250 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -350194.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -350200.406250 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -350200.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -350202.781250 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -350202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -350206.187500 Penalty: 4162.248535
	Iteration 33Q: 3 clusters Score -350206.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -350208.968750 Penalty: 4162.248535
	Iteration 34Q: 3 clusters Score -350209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -350212.531250 Penalty: 4162.248535
	Iteration 35Q: 3 clusters Score -350212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -350214.750000 Penalty: 4162.248535
	Iteration 36Q: 3 clusters Score -350214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -350217.250000 Penalty: 4162.248535
	Iteration 37Q: 3 clusters Score -350217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -350217.593750 Penalty: 4162.248535
	Iteration 38Q: 3 clusters Score -350217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -350218.968750 Penalty: 4162.248535
	Iteration 39Q: 3 clusters Score -350219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -350219.187500 Penalty: 4162.248535
	Iteration 40F: 3 clusters Score -350219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -237778.828125 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -237778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -234173.234375 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -234173.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -235250.484375 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -235250.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -235763.531250 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -235763.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -236149.203125 Penalty: 4076.251221
	Iteration 3F: 3 clusters Score -236149.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -236462.281250 Penalty: 4076.251221
	Iteration 4F: 3 clusters Score -236462.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -236661.781250 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -236661.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -236779.640625 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -236779.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236837.109375 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -236837.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -236875.421875 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -236875.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -236898.593750 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -236898.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -236913.000000 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -236913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -236926.156250 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -236926.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -236942.593750 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -236942.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -236959.187500 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -236959.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -236978.406250 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -236978.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -236995.750000 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -236995.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -237008.203125 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -237008.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -237021.062500 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -237021.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -237031.328125 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -237031.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -237038.578125 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -237038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -237047.062500 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -237047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237057.171875 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -237057.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -237067.515625 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -237067.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237083.500000 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -237083.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237100.187500 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -237100.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -237123.343750 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -237123.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237143.968750 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -237144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237158.453125 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -237158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -237171.250000 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -237171.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237183.484375 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -237183.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -237192.718750 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -237192.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -237199.328125 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -237199.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -237205.093750 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -237205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237206.421875 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -237206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -237208.765625 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -237208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -237212.453125 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -237212.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -237217.562500 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -237217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237220.781250 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -237220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237221.078125 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -237221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -237223.015625 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -237223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -237225.000000 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -237225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -237225.906250 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -237225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -237226.625000 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -237226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237230.781250 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -237230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -237233.437500 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -237233.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237238.578125 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -237238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -237255.046875 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -237255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237268.890625 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -237268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237277.203125 Penalty: 4076.251221
	Iteration 48Q: 3 clusters Score -237277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -237288.890625 Penalty: 4076.251221
	Iteration 49Q: 3 clusters Score -237288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -237294.281250 Penalty: 4076.251221
	Iteration 50Q: 3 clusters Score -237294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -237298.828125 Penalty: 4076.251221
	Iteration 51Q: 3 clusters Score -237298.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -237303.171875 Penalty: 4076.251221
	Iteration 52Q: 3 clusters Score -237303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -237308.125000 Penalty: 4076.251221
	Iteration 53Q: 3 clusters Score -237308.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -237313.453125 Penalty: 4076.251221
	Iteration 54Q: 3 clusters Score -237313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -237316.593750 Penalty: 4076.251221
	Iteration 55Q: 3 clusters Score -237316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -237317.750000 Penalty: 4076.251221
	Iteration 56Q: 3 clusters Score -237317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -237320.031250 Penalty: 4076.251221
	Iteration 57Q: 3 clusters Score -237320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237320.062500 Penalty: 4076.251221
	Iteration 58Q: 3 clusters Score -237320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237320.062500 Penalty: 4076.251221
	Iteration 59F: 3 clusters Score -237320.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -684397.750000 Penalty: 2232.333984
	Iteration 0F: 2 clusters Score -684397.8 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 4099 members 
Entering Unmasked Estep 
Score: -678057.875000 Penalty: 4464.667969
	Iteration 0F: 3 clusters Score -678057.9 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -679751.750000 Penalty: 4464.667969
	Iteration 1F: 3 clusters Score -679751.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -679995.187500 Penalty: 4464.667969
	Iteration 2F: 3 clusters Score -679995.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -680190.250000 Penalty: 4464.667969
	Iteration 3Q: 3 clusters Score -680190.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -680342.812500 Penalty: 4464.667969
	Iteration 4Q: 3 clusters Score -680342.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -680485.312500 Penalty: 4464.667969
	Iteration 5Q: 3 clusters Score -680485.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -680614.812500 Penalty: 4464.667969
	Iteration 6Q: 3 clusters Score -680614.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -680753.187500 Penalty: 4464.667969
	Iteration 7Q: 3 clusters Score -680753.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -680898.437500 Penalty: 4464.667969
	Iteration 8Q: 3 clusters Score -680898.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -681046.812500 Penalty: 4464.667969
	Iteration 9Q: 3 clusters Score -681046.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -681212.125000 Penalty: 4464.667969
	Iteration 10Q: 3 clusters Score -681212.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -681350.125000 Penalty: 4464.667969
	Iteration 11Q: 3 clusters Score -681350.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -681451.687500 Penalty: 4464.667969
	Iteration 12Q: 3 clusters Score -681451.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -681536.750000 Penalty: 4464.667969
	Iteration 13Q: 3 clusters Score -681536.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -681599.312500 Penalty: 4464.667969
	Iteration 14Q: 3 clusters Score -681599.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -681659.375000 Penalty: 4464.667969
	Iteration 15Q: 3 clusters Score -681659.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -681721.750000 Penalty: 4464.667969
	Iteration 16Q: 3 clusters Score -681721.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -681766.437500 Penalty: 4464.667969
	Iteration 17Q: 3 clusters Score -681766.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -681801.812500 Penalty: 4464.667969
	Iteration 18Q: 3 clusters Score -681801.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -681826.437500 Penalty: 4464.667969
	Iteration 19Q: 3 clusters Score -681826.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -681847.687500 Penalty: 4464.667969
	Iteration 20F: 3 clusters Score -681847.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -681866.125000 Penalty: 4464.667969
	Iteration 21Q: 3 clusters Score -681866.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -681883.000000 Penalty: 4464.667969
	Iteration 22Q: 3 clusters Score -681883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -681900.812500 Penalty: 4464.667969
	Iteration 23Q: 3 clusters Score -681900.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -681916.000000 Penalty: 4464.667969
	Iteration 24Q: 3 clusters Score -681916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -681931.687500 Penalty: 4464.667969
	Iteration 25Q: 3 clusters Score -681931.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -681947.437500 Penalty: 4464.667969
	Iteration 26Q: 3 clusters Score -681947.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -681959.000000 Penalty: 4464.667969
	Iteration 27Q: 3 clusters Score -681959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -681976.812500 Penalty: 4464.667969
	Iteration 28Q: 3 clusters Score -681976.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -681994.312500 Penalty: 4464.667969
	Iteration 29Q: 3 clusters Score -681994.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -682013.125000 Penalty: 4464.667969
	Iteration 30Q: 3 clusters Score -682013.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -682037.750000 Penalty: 4464.667969
	Iteration 31Q: 3 clusters Score -682037.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -682066.187500 Penalty: 4464.667969
	Iteration 32Q: 3 clusters Score -682066.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -682107.250000 Penalty: 4464.667969
	Iteration 33Q: 3 clusters Score -682107.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -682159.937500 Penalty: 4464.667969
	Iteration 34Q: 3 clusters Score -682159.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -682248.125000 Penalty: 4464.667969
	Iteration 35Q: 3 clusters Score -682248.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -682374.000000 Penalty: 4464.667969
	Iteration 36Q: 3 clusters Score -682374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -682518.000000 Penalty: 4464.667969
	Iteration 37Q: 3 clusters Score -682518 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -682642.687500 Penalty: 4464.667969
	Iteration 38Q: 3 clusters Score -682642.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -682747.187500 Penalty: 4464.667969
	Iteration 39Q: 3 clusters Score -682747.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -682832.562500 Penalty: 4464.667969
	Iteration 40F: 3 clusters Score -682832.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -682918.000000 Penalty: 4464.667969
	Iteration 41Q: 3 clusters Score -682918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -682993.437500 Penalty: 4464.667969
	Iteration 42Q: 3 clusters Score -682993.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -683054.687500 Penalty: 4464.667969
	Iteration 43Q: 3 clusters Score -683054.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -683100.687500 Penalty: 4464.667969
	Iteration 44Q: 3 clusters Score -683100.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -683144.687500 Penalty: 4464.667969
	Iteration 45Q: 3 clusters Score -683144.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -683189.562500 Penalty: 4464.667969
	Iteration 46Q: 3 clusters Score -683189.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -683223.687500 Penalty: 4464.667969
	Iteration 47Q: 3 clusters Score -683223.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -683243.625000 Penalty: 4464.667969
	Iteration 48Q: 3 clusters Score -683243.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -683259.812500 Penalty: 4464.667969
	Iteration 49Q: 3 clusters Score -683259.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -683269.625000 Penalty: 4464.667969
	Iteration 50Q: 3 clusters Score -683269.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -683270.937500 Penalty: 4464.667969
	Iteration 51Q: 3 clusters Score -683270.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -683276.937500 Penalty: 4464.667969
	Iteration 52Q: 3 clusters Score -683276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -683279.250000 Penalty: 4464.667969
	Iteration 53Q: 3 clusters Score -683279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -683280.375000 Penalty: 4464.667969
	Iteration 54Q: 3 clusters Score -683280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -683282.312500 Penalty: 4464.667969
	Iteration 55Q: 3 clusters Score -683282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -683281.875000 Penalty: 4464.667969
	Iteration 56Q: 3 clusters Score -683281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -683283.437500 Penalty: 4464.667969
	Iteration 57Q: 3 clusters Score -683283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -683284.625000 Penalty: 4464.667969
	Iteration 58Q: 3 clusters Score -683284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -683285.000000 Penalty: 4464.667969
	Iteration 59Q: 3 clusters Score -683285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -683284.375000 Penalty: 4464.667969
	Iteration 60F: 3 clusters Score -683284.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -683284.562500 Penalty: 4464.667969
	Iteration 61Q: 3 clusters Score -683284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -683284.187500 Penalty: 4464.667969
	Iteration 62Q: 3 clusters Score -683284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -683284.187500 Penalty: 4464.667969
	Iteration 63F: 3 clusters Score -683284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Entering Unmasked Estep 
Score: -1302856.375000 Penalty: 2402.224121
	Iteration 0F: 2 clusters Score -1302856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1291226.500000 Penalty: 4804.448242
	Iteration 0F: 3 clusters Score -1291226 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1295184.375000 Penalty: 4804.448242
	Iteration 1F: 3 clusters Score -1295184 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1295681.125000 Penalty: 4804.448242
	Iteration 2F: 3 clusters Score -1295681 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1296194.250000 Penalty: 4804.448242
	Iteration 3F: 3 clusters Score -1296194 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1296793.125000 Penalty: 4804.448242
	Iteration 4F: 3 clusters Score -1296793 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1297466.625000 Penalty: 4804.448242
	Iteration 5F: 3 clusters Score -1297467 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1298120.750000 Penalty: 4804.448242
	Iteration 6F: 3 clusters Score -1298121 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1298667.125000 Penalty: 4804.448242
	Iteration 7F: 3 clusters Score -1298667 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1299077.750000 Penalty: 4804.448242
	Iteration 8Q: 3 clusters Score -1299078 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1299408.500000 Penalty: 4804.448242
	Iteration 9Q: 3 clusters Score -1299408 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1299679.000000 Penalty: 4804.448242
	Iteration 10Q: 3 clusters Score -1299679 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1299885.250000 Penalty: 4804.448242
	Iteration 11Q: 3 clusters Score -1299885 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1300065.500000 Penalty: 4804.448242
	Iteration 12Q: 3 clusters Score -1300066 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1300195.500000 Penalty: 4804.448242
	Iteration 13Q: 3 clusters Score -1300196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1300297.500000 Penalty: 4804.448242
	Iteration 14Q: 3 clusters Score -1300298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1300382.750000 Penalty: 4804.448242
	Iteration 15Q: 3 clusters Score -1300383 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1300441.625000 Penalty: 4804.448242
	Iteration 16Q: 3 clusters Score -1300442 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1300491.500000 Penalty: 4804.448242
	Iteration 17Q: 3 clusters Score -1300492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1300533.625000 Penalty: 4804.448242
	Iteration 18Q: 3 clusters Score -1300534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1300570.750000 Penalty: 4804.448242
	Iteration 19Q: 3 clusters Score -1300571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1300594.125000 Penalty: 4804.448242
	Iteration 20F: 3 clusters Score -1300594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1300624.875000 Penalty: 4804.448242
	Iteration 21Q: 3 clusters Score -1300625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1300644.125000 Penalty: 4804.448242
	Iteration 22Q: 3 clusters Score -1300644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1300676.625000 Penalty: 4804.448242
	Iteration 23Q: 3 clusters Score -1300677 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1300696.375000 Penalty: 4804.448242
	Iteration 24Q: 3 clusters Score -1300696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1300707.000000 Penalty: 4804.448242
	Iteration 25Q: 3 clusters Score -1300707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1300721.750000 Penalty: 4804.448242
	Iteration 26Q: 3 clusters Score -1300722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1300735.625000 Penalty: 4804.448242
	Iteration 27Q: 3 clusters Score -1300736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1300739.000000 Penalty: 4804.448242
	Iteration 28Q: 3 clusters Score -1300739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1300750.875000 Penalty: 4804.448242
	Iteration 29Q: 3 clusters Score -1300751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1300757.875000 Penalty: 4804.448242
	Iteration 30Q: 3 clusters Score -1300758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1300765.875000 Penalty: 4804.448242
	Iteration 31Q: 3 clusters Score -1300766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1300779.500000 Penalty: 4804.448242
	Iteration 32Q: 3 clusters Score -1300780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1300787.500000 Penalty: 4804.448242
	Iteration 33Q: 3 clusters Score -1300788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1300800.500000 Penalty: 4804.448242
	Iteration 34Q: 3 clusters Score -1300800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1300808.250000 Penalty: 4804.448242
	Iteration 35Q: 3 clusters Score -1300808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1300812.000000 Penalty: 4804.448242
	Iteration 36Q: 3 clusters Score -1300812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1300814.750000 Penalty: 4804.448242
	Iteration 37Q: 3 clusters Score -1300815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1300816.000000 Penalty: 4804.448242
	Iteration 38Q: 3 clusters Score -1300816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1300825.875000 Penalty: 4804.448242
	Iteration 39Q: 3 clusters Score -1300826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1300828.625000 Penalty: 4804.448242
	Iteration 40F: 3 clusters Score -1300829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1300831.750000 Penalty: 4804.448242
	Iteration 41Q: 3 clusters Score -1300832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1300831.125000 Penalty: 4804.448242
	Iteration 42Q: 3 clusters Score -1300831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1300833.750000 Penalty: 4804.448242
	Iteration 43Q: 3 clusters Score -1300834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1300840.625000 Penalty: 4804.448242
	Iteration 44Q: 3 clusters Score -1300841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1300840.625000 Penalty: 4804.448242
	Iteration 45Q: 3 clusters Score -1300841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1300839.625000 Penalty: 4804.448242
	Iteration 46Q: 3 clusters Score -1300840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1300840.875000 Penalty: 4804.448242
	Iteration 47Q: 3 clusters Score -1300841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1300845.875000 Penalty: 4804.448242
	Iteration 48Q: 3 clusters Score -1300846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1300847.000000 Penalty: 4804.448242
	Iteration 49Q: 3 clusters Score -1300847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1300846.750000 Penalty: 4804.448242
	Iteration 50Q: 3 clusters Score -1300847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1300847.125000 Penalty: 4804.448242
	Iteration 51Q: 3 clusters Score -1300847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1300846.625000 Penalty: 4804.448242
	Iteration 52Q: 3 clusters Score -1300847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1300847.625000 Penalty: 4804.448242
	Iteration 53Q: 3 clusters Score -1300848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1300846.500000 Penalty: 4804.448242
	Iteration 54Q: 3 clusters Score -1300846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1300847.875000 Penalty: 4804.448242
	Iteration 55Q: 3 clusters Score -1300848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1300850.000000 Penalty: 4804.448242
	Iteration 56Q: 3 clusters Score -1300850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1300848.375000 Penalty: 4804.448242
	Iteration 57Q: 3 clusters Score -1300848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1300848.125000 Penalty: 4804.448242
	Iteration 58Q: 3 clusters Score -1300848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1300849.625000 Penalty: 4804.448242
	Iteration 59Q: 3 clusters Score -1300850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1300852.125000 Penalty: 4804.448242
	Iteration 60F: 3 clusters Score -1300852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1300850.625000 Penalty: 4804.448242
	Iteration 61Q: 3 clusters Score -1300851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1300851.625000 Penalty: 4804.448242
	Iteration 62Q: 3 clusters Score -1300852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1300851.625000 Penalty: 4804.448242
	Iteration 63F: 3 clusters Score -1300852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Entering Unmasked Estep 
Score: -1975685.375000 Penalty: 2500.701416
	Iteration 0F: 2 clusters Score -1975685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1959056.625000 Penalty: 5001.402832
	Iteration 0F: 3 clusters Score -1959057 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1964931.875000 Penalty: 5001.402832
	Iteration 1F: 3 clusters Score -1964932 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1965396.000000 Penalty: 5001.402832
	Iteration 2F: 3 clusters Score -1965396 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1965809.250000 Penalty: 5001.402832
	Iteration 3Q: 3 clusters Score -1965809 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1966151.625000 Penalty: 5001.402832
	Iteration 4Q: 3 clusters Score -1966152 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1966481.500000 Penalty: 5001.402832
	Iteration 5Q: 3 clusters Score -1966482 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1966805.875000 Penalty: 5001.402832
	Iteration 6Q: 3 clusters Score -1966806 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1967123.375000 Penalty: 5001.402832
	Iteration 7Q: 3 clusters Score -1967123 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1967469.375000 Penalty: 5001.402832
	Iteration 8Q: 3 clusters Score -1967469 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1967810.500000 Penalty: 5001.402832
	Iteration 9Q: 3 clusters Score -1967810 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1968150.500000 Penalty: 5001.402832
	Iteration 10Q: 3 clusters Score -1968150 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1968493.000000 Penalty: 5001.402832
	Iteration 11Q: 3 clusters Score -1968493 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1968806.375000 Penalty: 5001.402832
	Iteration 12Q: 3 clusters Score -1968806 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1969071.625000 Penalty: 5001.402832
	Iteration 13Q: 3 clusters Score -1969072 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1969307.625000 Penalty: 5001.402832
	Iteration 14Q: 3 clusters Score -1969308 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1969514.125000 Penalty: 5001.402832
	Iteration 15Q: 3 clusters Score -1969514 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1969687.250000 Penalty: 5001.402832
	Iteration 16Q: 3 clusters Score -1969687 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1969823.250000 Penalty: 5001.402832
	Iteration 17Q: 3 clusters Score -1969823 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1969946.625000 Penalty: 5001.402832
	Iteration 18Q: 3 clusters Score -1969947 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1970033.375000 Penalty: 5001.402832
	Iteration 19Q: 3 clusters Score -1970033 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1970085.625000 Penalty: 5001.402832
	Iteration 20F: 3 clusters Score -1970086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1970142.875000 Penalty: 5001.402832
	Iteration 21Q: 3 clusters Score -1970143 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1970164.875000 Penalty: 5001.402832
	Iteration 22Q: 3 clusters Score -1970165 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1970180.625000 Penalty: 5001.402832
	Iteration 23Q: 3 clusters Score -1970181 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1970196.875000 Penalty: 5001.402832
	Iteration 24Q: 3 clusters Score -1970197 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1970211.750000 Penalty: 5001.402832
	Iteration 25Q: 3 clusters Score -1970212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1970212.750000 Penalty: 5001.402832
	Iteration 26Q: 3 clusters Score -1970213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1970222.250000 Penalty: 5001.402832
	Iteration 27Q: 3 clusters Score -1970222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1970223.750000 Penalty: 5001.402832
	Iteration 28Q: 3 clusters Score -1970224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1970233.125000 Penalty: 5001.402832
	Iteration 29Q: 3 clusters Score -1970233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1970230.125000 Penalty: 5001.402832
	Iteration 30Q: 3 clusters Score -1970230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1970240.500000 Penalty: 5001.402832
	Iteration 31Q: 3 clusters Score -1970240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1970241.375000 Penalty: 5001.402832
	Iteration 32Q: 3 clusters Score -1970241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1970245.000000 Penalty: 5001.402832
	Iteration 33Q: 3 clusters Score -1970245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1970244.625000 Penalty: 5001.402832
	Iteration 34Q: 3 clusters Score -1970245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1970248.500000 Penalty: 5001.402832
	Iteration 35Q: 3 clusters Score -1970248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1970248.750000 Penalty: 5001.402832
	Iteration 36Q: 3 clusters Score -1970249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1970259.125000 Penalty: 5001.402832
	Iteration 37Q: 3 clusters Score -1970259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1970260.750000 Penalty: 5001.402832
	Iteration 38Q: 3 clusters Score -1970261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1970261.125000 Penalty: 5001.402832
	Iteration 39Q: 3 clusters Score -1970261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1970263.000000 Penalty: 5001.402832
	Iteration 40F: 3 clusters Score -1970263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1970264.375000 Penalty: 5001.402832
	Iteration 41Q: 3 clusters Score -1970264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1970264.875000 Penalty: 5001.402832
	Iteration 42Q: 3 clusters Score -1970265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1970262.250000 Penalty: 5001.402832
	Iteration 43Q: 3 clusters Score -1970262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1970262.000000 Penalty: 5001.402832
	Iteration 44Q: 3 clusters Score -1970262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1970265.875000 Penalty: 5001.402832
	Iteration 45Q: 3 clusters Score -1970266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1970264.250000 Penalty: 5001.402832
	Iteration 46Q: 3 clusters Score -1970264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1970265.750000 Penalty: 5001.402832
	Iteration 47Q: 3 clusters Score -1970266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1970262.875000 Penalty: 5001.402832
	Iteration 48Q: 3 clusters Score -1970263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1970261.750000 Penalty: 5001.402832
	Iteration 49Q: 3 clusters Score -1970262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1970265.000000 Penalty: 5001.402832
	Iteration 50Q: 3 clusters Score -1970265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1970267.875000 Penalty: 5001.402832
	Iteration 51Q: 3 clusters Score -1970268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1970271.000000 Penalty: 5001.402832
	Iteration 52Q: 3 clusters Score -1970271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1970275.000000 Penalty: 5001.402832
	Iteration 53Q: 3 clusters Score -1970275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1970272.500000 Penalty: 5001.402832
	Iteration 54Q: 3 clusters Score -1970272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1970273.625000 Penalty: 5001.402832
	Iteration 55Q: 3 clusters Score -1970274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1970277.750000 Penalty: 5001.402832
	Iteration 56Q: 3 clusters Score -1970278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1970276.500000 Penalty: 5001.402832
	Iteration 57Q: 3 clusters Score -1970276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1970277.875000 Penalty: 5001.402832
	Iteration 58Q: 3 clusters Score -1970278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1970282.750000 Penalty: 5001.402832
	Iteration 59Q: 3 clusters Score -1970283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1970281.625000 Penalty: 5001.402832
	Iteration 60F: 3 clusters Score -1970282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1970282.875000 Penalty: 5001.402832
	Iteration 61Q: 3 clusters Score -1970283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1970282.375000 Penalty: 5001.402832
	Iteration 62Q: 3 clusters Score -1970282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1970287.875000 Penalty: 5001.402832
	Iteration 63Q: 3 clusters Score -1970288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1970287.875000 Penalty: 5001.402832
	Iteration 64Q: 3 clusters Score -1970288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1970288.875000 Penalty: 5001.402832
	Iteration 65Q: 3 clusters Score -1970289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1970291.625000 Penalty: 5001.402832
	Iteration 66Q: 3 clusters Score -1970292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1970292.625000 Penalty: 5001.402832
	Iteration 67Q: 3 clusters Score -1970293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1970296.875000 Penalty: 5001.402832
	Iteration 68Q: 3 clusters Score -1970297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1970294.875000 Penalty: 5001.402832
	Iteration 69Q: 3 clusters Score -1970295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1970294.625000 Penalty: 5001.402832
	Iteration 70Q: 3 clusters Score -1970295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1970295.875000 Penalty: 5001.402832
	Iteration 71Q: 3 clusters Score -1970296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1970295.125000 Penalty: 5001.402832
	Iteration 72Q: 3 clusters Score -1970295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1970298.125000 Penalty: 5001.402832
	Iteration 73Q: 3 clusters Score -1970298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1970299.125000 Penalty: 5001.402832
	Iteration 74Q: 3 clusters Score -1970299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1970300.625000 Penalty: 5001.402832
	Iteration 75Q: 3 clusters Score -1970301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1970302.750000 Penalty: 5001.402832
	Iteration 76Q: 3 clusters Score -1970303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1970307.500000 Penalty: 5001.402832
	Iteration 77Q: 3 clusters Score -1970308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1970308.625000 Penalty: 5001.402832
	Iteration 78Q: 3 clusters Score -1970309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1970321.500000 Penalty: 5001.402832
	Iteration 79Q: 3 clusters Score -1970322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1970324.625000 Penalty: 5001.402832
	Iteration 80F: 3 clusters Score -1970325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1970328.250000 Penalty: 5001.402832
	Iteration 81Q: 3 clusters Score -1970328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1970329.250000 Penalty: 5001.402832
	Iteration 82Q: 3 clusters Score -1970329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1970336.625000 Penalty: 5001.402832
	Iteration 83Q: 3 clusters Score -1970337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1970338.125000 Penalty: 5001.402832
	Iteration 84Q: 3 clusters Score -1970338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1970336.125000 Penalty: 5001.402832
	Iteration 85Q: 3 clusters Score -1970336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1970352.375000 Penalty: 5001.402832
	Iteration 86Q: 3 clusters Score -1970352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1970364.125000 Penalty: 5001.402832
	Iteration 87Q: 3 clusters Score -1970364 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1970371.625000 Penalty: 5001.402832
	Iteration 88Q: 3 clusters Score -1970372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1970373.375000 Penalty: 5001.402832
	Iteration 89Q: 3 clusters Score -1970373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1970392.125000 Penalty: 5001.402832
	Iteration 90Q: 3 clusters Score -1970392 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1970405.500000 Penalty: 5001.402832
	Iteration 91Q: 3 clusters Score -1970406 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1970424.875000 Penalty: 5001.402832
	Iteration 92Q: 3 clusters Score -1970425 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1970443.375000 Penalty: 5001.402832
	Iteration 93Q: 3 clusters Score -1970443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1970471.000000 Penalty: 5001.402832
	Iteration 94Q: 3 clusters Score -1970471 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1970498.125000 Penalty: 5001.402832
	Iteration 95Q: 3 clusters Score -1970498 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1970532.250000 Penalty: 5001.402832
	Iteration 96Q: 3 clusters Score -1970532 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1970564.500000 Penalty: 5001.402832
	Iteration 97Q: 3 clusters Score -1970564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1970622.375000 Penalty: 5001.402832
	Iteration 98Q: 3 clusters Score -1970622 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1970671.750000 Penalty: 5001.402832
	Iteration 99Q: 3 clusters Score -1970672 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1970729.375000 Penalty: 5001.402832
	Iteration 100F: 3 clusters Score -1970729 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1970798.500000 Penalty: 5001.402832
	Iteration 101Q: 3 clusters Score -1970798 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1970900.500000 Penalty: 5001.402832
	Iteration 102Q: 3 clusters Score -1970900 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1971012.250000 Penalty: 5001.402832
	Iteration 103Q: 3 clusters Score -1971012 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1971140.125000 Penalty: 5001.402832
	Iteration 104Q: 3 clusters Score -1971140 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1971278.500000 Penalty: 5001.402832
	Iteration 105Q: 3 clusters Score -1971278 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1971434.000000 Penalty: 5001.402832
	Iteration 106Q: 3 clusters Score -1971434 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1971610.750000 Penalty: 5001.402832
	Iteration 107Q: 3 clusters Score -1971611 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1971769.125000 Penalty: 5001.402832
	Iteration 108Q: 3 clusters Score -1971769 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1971959.500000 Penalty: 5001.402832
	Iteration 109Q: 3 clusters Score -1971960 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1972158.625000 Penalty: 5001.402832
	Iteration 110Q: 3 clusters Score -1972159 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1972350.500000 Penalty: 5001.402832
	Iteration 111Q: 3 clusters Score -1972350 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1972550.125000 Penalty: 5001.402832
	Iteration 112Q: 3 clusters Score -1972550 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1972742.500000 Penalty: 5001.402832
	Iteration 113Q: 3 clusters Score -1972742 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1972903.000000 Penalty: 5001.402832
	Iteration 114Q: 3 clusters Score -1972903 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1973044.000000 Penalty: 5001.402832
	Iteration 115Q: 3 clusters Score -1973044 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1973164.625000 Penalty: 5001.402832
	Iteration 116Q: 3 clusters Score -1973165 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1973277.125000 Penalty: 5001.402832
	Iteration 117Q: 3 clusters Score -1973277 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1973355.125000 Penalty: 5001.402832
	Iteration 118Q: 3 clusters Score -1973355 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1973399.375000 Penalty: 5001.402832
	Iteration 119Q: 3 clusters Score -1973399 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1973433.375000 Penalty: 5001.402832
	Iteration 120F: 3 clusters Score -1973433 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1973482.250000 Penalty: 5001.402832
	Iteration 121Q: 3 clusters Score -1973482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1973523.125000 Penalty: 5001.402832
	Iteration 122Q: 3 clusters Score -1973523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1973558.500000 Penalty: 5001.402832
	Iteration 123Q: 3 clusters Score -1973558 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1973592.250000 Penalty: 5001.402832
	Iteration 124Q: 3 clusters Score -1973592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1973610.625000 Penalty: 5001.402832
	Iteration 125Q: 3 clusters Score -1973611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1973633.625000 Penalty: 5001.402832
	Iteration 126Q: 3 clusters Score -1973634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1973651.375000 Penalty: 5001.402832
	Iteration 127Q: 3 clusters Score -1973651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1973672.500000 Penalty: 5001.402832
	Iteration 128Q: 3 clusters Score -1973672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1973685.125000 Penalty: 5001.402832
	Iteration 129Q: 3 clusters Score -1973685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1973697.625000 Penalty: 5001.402832
	Iteration 130Q: 3 clusters Score -1973698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1973707.625000 Penalty: 5001.402832
	Iteration 131Q: 3 clusters Score -1973708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1973712.250000 Penalty: 5001.402832
	Iteration 132Q: 3 clusters Score -1973712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1973719.250000 Penalty: 5001.402832
	Iteration 133Q: 3 clusters Score -1973719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1973726.875000 Penalty: 5001.402832
	Iteration 134Q: 3 clusters Score -1973727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1973736.500000 Penalty: 5001.402832
	Iteration 135Q: 3 clusters Score -1973736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1973744.500000 Penalty: 5001.402832
	Iteration 136Q: 3 clusters Score -1973744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1973748.000000 Penalty: 5001.402832
	Iteration 137Q: 3 clusters Score -1973748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1973752.625000 Penalty: 5001.402832
	Iteration 138Q: 3 clusters Score -1973753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1973759.125000 Penalty: 5001.402832
	Iteration 139Q: 3 clusters Score -1973759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1973762.875000 Penalty: 5001.402832
	Iteration 140F: 3 clusters Score -1973763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1973767.625000 Penalty: 5001.402832
	Iteration 141Q: 3 clusters Score -1973768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1973774.625000 Penalty: 5001.402832
	Iteration 142Q: 3 clusters Score -1973775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1973779.875000 Penalty: 5001.402832
	Iteration 143Q: 3 clusters Score -1973780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1973779.000000 Penalty: 5001.402832
	Iteration 144Q: 3 clusters Score -1973779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1973783.000000 Penalty: 5001.402832
	Iteration 145Q: 3 clusters Score -1973783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1973785.625000 Penalty: 5001.402832
	Iteration 146Q: 3 clusters Score -1973786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1973785.625000 Penalty: 5001.402832
	Iteration 147Q: 3 clusters Score -1973786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1973784.875000 Penalty: 5001.402832
	Iteration 148Q: 3 clusters Score -1973785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1973782.625000 Penalty: 5001.402832
	Iteration 149Q: 3 clusters Score -1973783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1973782.625000 Penalty: 5001.402832
	Iteration 150Q: 3 clusters Score -1973783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1973785.375000 Penalty: 5001.402832
	Iteration 151Q: 3 clusters Score -1973785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1973785.250000 Penalty: 5001.402832
	Iteration 152Q: 3 clusters Score -1973785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1973783.125000 Penalty: 5001.402832
	Iteration 153Q: 3 clusters Score -1973783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1973783.375000 Penalty: 5001.402832
	Iteration 154Q: 3 clusters Score -1973783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1973786.125000 Penalty: 5001.402832
	Iteration 155Q: 3 clusters Score -1973786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1973786.125000 Penalty: 5001.402832
	Iteration 156F: 3 clusters Score -1973786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -192351.750000 Penalty: 1932.297729
	Iteration 0F: 2 clusters Score -192351.8 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 1220 members 
Entering Unmasked Estep 
Score: -189475.453125 Penalty: 3864.595459
	Iteration 0F: 3 clusters Score -189475.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -190143.359375 Penalty: 3864.595459
	Iteration 1F: 3 clusters Score -190143.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190448.984375 Penalty: 3864.595459
	Iteration 2F: 3 clusters Score -190449 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -190725.718750 Penalty: 3864.595459
	Iteration 3F: 3 clusters Score -190725.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -190920.343750 Penalty: 3864.595459
	Iteration 4F: 3 clusters Score -190920.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -191034.890625 Penalty: 3864.595459
	Iteration 5Q: 3 clusters Score -191034.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -191105.796875 Penalty: 3864.595459
	Iteration 6Q: 3 clusters Score -191105.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -191149.859375 Penalty: 3864.595459
	Iteration 7Q: 3 clusters Score -191149.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -191177.656250 Penalty: 3864.595459
	Iteration 8Q: 3 clusters Score -191177.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -191202.859375 Penalty: 3864.595459
	Iteration 9Q: 3 clusters Score -191202.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -191223.140625 Penalty: 3864.595459
	Iteration 10Q: 3 clusters Score -191223.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -191237.937500 Penalty: 3864.595459
	Iteration 11Q: 3 clusters Score -191237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -191243.281250 Penalty: 3864.595459
	Iteration 12Q: 3 clusters Score -191243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191250.375000 Penalty: 3864.595459
	Iteration 13Q: 3 clusters Score -191250.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191255.156250 Penalty: 3864.595459
	Iteration 14Q: 3 clusters Score -191255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -191259.140625 Penalty: 3864.595459
	Iteration 15Q: 3 clusters Score -191259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -191263.296875 Penalty: 3864.595459
	Iteration 16Q: 3 clusters Score -191263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -191266.734375 Penalty: 3864.595459
	Iteration 17Q: 3 clusters Score -191266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -191269.328125 Penalty: 3864.595459
	Iteration 18Q: 3 clusters Score -191269.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -191271.937500 Penalty: 3864.595459
	Iteration 19Q: 3 clusters Score -191271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -191272.906250 Penalty: 3864.595459
	Iteration 20F: 3 clusters Score -191272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -191273.578125 Penalty: 3864.595459
	Iteration 21Q: 3 clusters Score -191273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -191275.078125 Penalty: 3864.595459
	Iteration 22Q: 3 clusters Score -191275.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -191275.078125 Penalty: 3864.595459
	Iteration 23F: 3 clusters Score -191275.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -763718.062500 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -763718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -755568.437500 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -755568.4 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -758604.500000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -758604.5 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -759597.625000 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -759597.6 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -760484.250000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -760484.2 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -761234.875000 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -761234.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -761826.500000 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -761826.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -762258.875000 Penalty: 4606.501465
	Iteration 6Q: 3 clusters Score -762258.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -762598.437500 Penalty: 4606.501465
	Iteration 7Q: 3 clusters Score -762598.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -762795.625000 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -762795.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -762949.312500 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -762949.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -763061.875000 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -763061.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -763132.375000 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -763132.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -763180.250000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -763180.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -763207.562500 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -763207.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -763239.500000 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -763239.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -763263.500000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -763263.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -763283.875000 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -763283.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -763302.562500 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -763302.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -763309.000000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -763309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -763321.125000 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -763321.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -763331.375000 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -763331.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -763346.937500 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -763346.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -763359.625000 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -763359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -763367.125000 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -763367.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -763376.250000 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -763376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -763385.437500 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -763385.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -763392.000000 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -763392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -763396.625000 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -763396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -763397.250000 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -763397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -763399.187500 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -763399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -763402.000000 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -763402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -763404.937500 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -763404.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -763405.687500 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -763405.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -763413.062500 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -763413.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -763416.875000 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -763416.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -763418.187500 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -763418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -763421.625000 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -763421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -763425.062500 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -763425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -763424.125000 Penalty: 4606.501465
	Iteration 38Q: 3 clusters Score -763424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -763426.062500 Penalty: 4606.501465
	Iteration 39Q: 3 clusters Score -763426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -763426.500000 Penalty: 4606.501465
	Iteration 40F: 3 clusters Score -763426.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -763428.312500 Penalty: 4606.501465
	Iteration 41Q: 3 clusters Score -763428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -763427.500000 Penalty: 4606.501465
	Iteration 42Q: 3 clusters Score -763427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -763427.500000 Penalty: 4606.501465
	Iteration 43F: 3 clusters Score -763427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -346019.781250 Penalty: 2102.707764
	Iteration 0F: 2 clusters Score -346019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -341585.031250 Penalty: 4205.415527
	Iteration 0F: 3 clusters Score -341585 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -342733.281250 Penalty: 4205.415527
	Iteration 1F: 3 clusters Score -342733.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -343268.906250 Penalty: 4205.415527
	Iteration 2F: 3 clusters Score -343268.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -343655.250000 Penalty: 4205.415527
	Iteration 3F: 3 clusters Score -343655.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -343911.781250 Penalty: 4205.415527
	Iteration 4F: 3 clusters Score -343911.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -344099.906250 Penalty: 4205.415527
	Iteration 5Q: 3 clusters Score -344099.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -344257.500000 Penalty: 4205.415527
	Iteration 6Q: 3 clusters Score -344257.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -344381.718750 Penalty: 4205.415527
	Iteration 7Q: 3 clusters Score -344381.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -344504.312500 Penalty: 4205.415527
	Iteration 8Q: 3 clusters Score -344504.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -344655.031250 Penalty: 4205.415527
	Iteration 9Q: 3 clusters Score -344655 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -344839.562500 Penalty: 4205.415527
	Iteration 10Q: 3 clusters Score -344839.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -344995.031250 Penalty: 4205.415527
	Iteration 11Q: 3 clusters Score -344995 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -345144.812500 Penalty: 4205.415527
	Iteration 12Q: 3 clusters Score -345144.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -345275.218750 Penalty: 4205.415527
	Iteration 13Q: 3 clusters Score -345275.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -345396.687500 Penalty: 4205.415527
	Iteration 14Q: 3 clusters Score -345396.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -345515.781250 Penalty: 4205.415527
	Iteration 15Q: 3 clusters Score -345515.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -345634.937500 Penalty: 4205.415527
	Iteration 16Q: 3 clusters Score -345634.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -345728.375000 Penalty: 4205.415527
	Iteration 17Q: 3 clusters Score -345728.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -345799.750000 Penalty: 4205.415527
	Iteration 18Q: 3 clusters Score -345799.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -345872.843750 Penalty: 4205.415527
	Iteration 19Q: 3 clusters Score -345872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -345918.031250 Penalty: 4205.415527
	Iteration 20F: 3 clusters Score -345918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -345938.906250 Penalty: 4205.415527
	Iteration 21Q: 3 clusters Score -345938.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -345959.906250 Penalty: 4205.415527
	Iteration 22Q: 3 clusters Score -345959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -345978.000000 Penalty: 4205.415527
	Iteration 23Q: 3 clusters Score -345978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -346007.156250 Penalty: 4205.415527
	Iteration 24Q: 3 clusters Score -346007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -346051.375000 Penalty: 4205.415527
	Iteration 25Q: 3 clusters Score -346051.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -346077.500000 Penalty: 4205.415527
	Iteration 26Q: 3 clusters Score -346077.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -346094.500000 Penalty: 4205.415527
	Iteration 27Q: 3 clusters Score -346094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -346106.250000 Penalty: 4205.415527
	Iteration 28Q: 3 clusters Score -346106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -346121.593750 Penalty: 4205.415527
	Iteration 29Q: 3 clusters Score -346121.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -346144.500000 Penalty: 4205.415527
	Iteration 30Q: 3 clusters Score -346144.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -346166.812500 Penalty: 4205.415527
	Iteration 31Q: 3 clusters Score -346166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -346179.062500 Penalty: 4205.415527
	Iteration 32Q: 3 clusters Score -346179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -346184.906250 Penalty: 4205.415527
	Iteration 33Q: 3 clusters Score -346184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -346191.750000 Penalty: 4205.415527
	Iteration 34Q: 3 clusters Score -346191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -346202.562500 Penalty: 4205.415527
	Iteration 35Q: 3 clusters Score -346202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -346218.218750 Penalty: 4205.415527
	Iteration 36Q: 3 clusters Score -346218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -346240.062500 Penalty: 4205.415527
	Iteration 37Q: 3 clusters Score -346240.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -346262.343750 Penalty: 4205.415527
	Iteration 38Q: 3 clusters Score -346262.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -346285.218750 Penalty: 4205.415527
	Iteration 39Q: 3 clusters Score -346285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -346296.656250 Penalty: 4205.415527
	Iteration 40F: 3 clusters Score -346296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -346302.625000 Penalty: 4205.415527
	Iteration 41Q: 3 clusters Score -346302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -346304.531250 Penalty: 4205.415527
	Iteration 42Q: 3 clusters Score -346304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -346306.125000 Penalty: 4205.415527
	Iteration 43Q: 3 clusters Score -346306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -346306.968750 Penalty: 4205.415527
	Iteration 44Q: 3 clusters Score -346307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -346309.187500 Penalty: 4205.415527
	Iteration 45Q: 3 clusters Score -346309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -346310.343750 Penalty: 4205.415527
	Iteration 46Q: 3 clusters Score -346310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -346310.343750 Penalty: 4205.415527
	Iteration 47F: 3 clusters Score -346310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 13547 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 405 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19220 members 
Mstep: Class 52 contains 4406 members 
Entering Unmasked Estep 
Score: -51166648.000000 Penalty: 172761.734375
Splitting cluster 35 changes total score from -51166844.000000 to -51166648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (59226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Entering Unmasked Estep 
Score: -4748426.500000 Penalty: 2725.300781
	Iteration 0F: 2 clusters Score -4748426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -4708598.500000 Penalty: 5450.601562
	Iteration 0F: 3 clusters Score -4708598 nChanged 27522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4723840.000000 Penalty: 5450.601562
	Iteration 1F: 3 clusters Score -4723840 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4724267.000000 Penalty: 5450.601562
	Iteration 2Q: 3 clusters Score -4724267 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4724788.500000 Penalty: 5450.601562
	Iteration 3Q: 3 clusters Score -4724788 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4725211.000000 Penalty: 5450.601562
	Iteration 4Q: 3 clusters Score -4725211 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4725567.500000 Penalty: 5450.601562
	Iteration 5Q: 3 clusters Score -4725568 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4726083.000000 Penalty: 5450.601562
	Iteration 6Q: 3 clusters Score -4726083 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4726699.000000 Penalty: 5450.601562
	Iteration 7Q: 3 clusters Score -4726699 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4727576.000000 Penalty: 5450.601562
	Iteration 8Q: 3 clusters Score -4727576 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4729011.000000 Penalty: 5450.601562
	Iteration 9Q: 3 clusters Score -4729011 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -4731234.500000 Penalty: 5450.601562
	Iteration 10F: 3 clusters Score -4731234 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -4734247.000000 Penalty: 5450.601562
	Iteration 11F: 3 clusters Score -4734247 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -4737573.000000 Penalty: 5450.601562
	Iteration 12F: 3 clusters Score -4737573 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -4740115.000000 Penalty: 5450.601562
	Iteration 13F: 3 clusters Score -4740115 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -4741583.000000 Penalty: 5450.601562
	Iteration 14Q: 3 clusters Score -4741583 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -4742506.500000 Penalty: 5450.601562
	Iteration 15Q: 3 clusters Score -4742506 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -4743082.000000 Penalty: 5450.601562
	Iteration 16Q: 3 clusters Score -4743082 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -4743481.000000 Penalty: 5450.601562
	Iteration 17Q: 3 clusters Score -4743481 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -4743812.000000 Penalty: 5450.601562
	Iteration 18Q: 3 clusters Score -4743812 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -4744130.500000 Penalty: 5450.601562
	Iteration 19Q: 3 clusters Score -4744130 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -4744410.500000 Penalty: 5450.601562
	Iteration 20F: 3 clusters Score -4744410 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -4744678.500000 Penalty: 5450.601562
	Iteration 21Q: 3 clusters Score -4744678 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -4744933.500000 Penalty: 5450.601562
	Iteration 22Q: 3 clusters Score -4744934 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -4745160.500000 Penalty: 5450.601562
	Iteration 23Q: 3 clusters Score -4745160 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -4745325.000000 Penalty: 5450.601562
	Iteration 24Q: 3 clusters Score -4745325 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -4745485.000000 Penalty: 5450.601562
	Iteration 25Q: 3 clusters Score -4745485 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -4745675.500000 Penalty: 5450.601562
	Iteration 26Q: 3 clusters Score -4745676 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -4745862.000000 Penalty: 5450.601562
	Iteration 27Q: 3 clusters Score -4745862 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -4746032.500000 Penalty: 5450.601562
	Iteration 28Q: 3 clusters Score -4746032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -4746147.000000 Penalty: 5450.601562
	Iteration 29Q: 3 clusters Score -4746147 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -4746231.500000 Penalty: 5450.601562
	Iteration 30Q: 3 clusters Score -4746232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -4746296.500000 Penalty: 5450.601562
	Iteration 31Q: 3 clusters Score -4746296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -4746363.000000 Penalty: 5450.601562
	Iteration 32Q: 3 clusters Score -4746363 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -4746404.500000 Penalty: 5450.601562
	Iteration 33Q: 3 clusters Score -4746404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -4746418.500000 Penalty: 5450.601562
	Iteration 34Q: 3 clusters Score -4746418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -4746437.500000 Penalty: 5450.601562
	Iteration 35Q: 3 clusters Score -4746438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -4746450.500000 Penalty: 5450.601562
	Iteration 36Q: 3 clusters Score -4746450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -4746455.000000 Penalty: 5450.601562
	Iteration 37Q: 3 clusters Score -4746455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -4746467.500000 Penalty: 5450.601562
	Iteration 38Q: 3 clusters Score -4746468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -4746486.000000 Penalty: 5450.601562
	Iteration 39Q: 3 clusters Score -4746486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -4746492.500000 Penalty: 5450.601562
	Iteration 40F: 3 clusters Score -4746492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -4746504.000000 Penalty: 5450.601562
	Iteration 41Q: 3 clusters Score -4746504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -4746506.500000 Penalty: 5450.601562
	Iteration 42Q: 3 clusters Score -4746506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -4746504.000000 Penalty: 5450.601562
	Iteration 43Q: 3 clusters Score -4746504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -4746505.000000 Penalty: 5450.601562
	Iteration 44Q: 3 clusters Score -4746505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -4746509.500000 Penalty: 5450.601562
	Iteration 45Q: 3 clusters Score -4746510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -4746517.000000 Penalty: 5450.601562
	Iteration 46Q: 3 clusters Score -4746517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -4746527.000000 Penalty: 5450.601562
	Iteration 47Q: 3 clusters Score -4746527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -4746526.500000 Penalty: 5450.601562
	Iteration 48Q: 3 clusters Score -4746526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -4746535.500000 Penalty: 5450.601562
	Iteration 49Q: 3 clusters Score -4746536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -4746538.000000 Penalty: 5450.601562
	Iteration 50Q: 3 clusters Score -4746538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -4746544.500000 Penalty: 5450.601562
	Iteration 51Q: 3 clusters Score -4746544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -4746556.500000 Penalty: 5450.601562
	Iteration 52Q: 3 clusters Score -4746556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -4746556.500000 Penalty: 5450.601562
	Iteration 53Q: 3 clusters Score -4746556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -4746560.000000 Penalty: 5450.601562
	Iteration 54Q: 3 clusters Score -4746560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -4746557.500000 Penalty: 5450.601562
	Iteration 55Q: 3 clusters Score -4746558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -4746558.000000 Penalty: 5450.601562
	Iteration 56Q: 3 clusters Score -4746558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -4746570.500000 Penalty: 5450.601562
	Iteration 57Q: 3 clusters Score -4746570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -4746571.000000 Penalty: 5450.601562
	Iteration 58Q: 3 clusters Score -4746571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -4746570.000000 Penalty: 5450.601562
	Iteration 59Q: 3 clusters Score -4746570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -4746567.000000 Penalty: 5450.601562
	Iteration 60F: 3 clusters Score -4746567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -4746572.500000 Penalty: 5450.601562
	Iteration 61Q: 3 clusters Score -4746572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -4746576.000000 Penalty: 5450.601562
	Iteration 62Q: 3 clusters Score -4746576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -4746570.000000 Penalty: 5450.601562
	Iteration 63Q: 3 clusters Score -4746570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -4746578.500000 Penalty: 5450.601562
	Iteration 64Q: 3 clusters Score -4746578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -4746587.500000 Penalty: 5450.601562
	Iteration 65Q: 3 clusters Score -4746588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -4746581.000000 Penalty: 5450.601562
	Iteration 66Q: 3 clusters Score -4746581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -4746588.500000 Penalty: 5450.601562
	Iteration 67Q: 3 clusters Score -4746588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -4746591.000000 Penalty: 5450.601562
	Iteration 68Q: 3 clusters Score -4746591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -4746591.000000 Penalty: 5450.601562
	Iteration 69F: 3 clusters Score -4746591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Entering Unmasked Estep 
Score: -4683703.500000 Penalty: 2717.292236
	Iteration 0F: 2 clusters Score -4683704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4645168.500000 Penalty: 5434.584473
	Iteration 0F: 3 clusters Score -4645168 nChanged 26690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4660100.500000 Penalty: 5434.584473
	Iteration 1F: 3 clusters Score -4660100 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4660747.000000 Penalty: 5434.584473
	Iteration 2Q: 3 clusters Score -4660747 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4661428.500000 Penalty: 5434.584473
	Iteration 3Q: 3 clusters Score -4661428 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4662267.500000 Penalty: 5434.584473
	Iteration 4Q: 3 clusters Score -4662268 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4663448.500000 Penalty: 5434.584473
	Iteration 5Q: 3 clusters Score -4663448 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -4665132.500000 Penalty: 5434.584473
	Iteration 6F: 3 clusters Score -4665132 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4667585.500000 Penalty: 5434.584473
	Iteration 7F: 3 clusters Score -4667586 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -4670641.000000 Penalty: 5434.584473
	Iteration 8F: 3 clusters Score -4670641 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -4673978.000000 Penalty: 5434.584473
	Iteration 9F: 3 clusters Score -4673978 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -4676923.000000 Penalty: 5434.584473
	Iteration 10F: 3 clusters Score -4676923 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -4678996.500000 Penalty: 5434.584473
	Iteration 11Q: 3 clusters Score -4678996 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -4680123.000000 Penalty: 5434.584473
	Iteration 12Q: 3 clusters Score -4680123 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -4680730.500000 Penalty: 5434.584473
	Iteration 13Q: 3 clusters Score -4680730 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -4681033.500000 Penalty: 5434.584473
	Iteration 14Q: 3 clusters Score -4681034 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -4681178.500000 Penalty: 5434.584473
	Iteration 15Q: 3 clusters Score -4681178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -4681243.000000 Penalty: 5434.584473
	Iteration 16Q: 3 clusters Score -4681243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -4681292.000000 Penalty: 5434.584473
	Iteration 17Q: 3 clusters Score -4681292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -4681335.000000 Penalty: 5434.584473
	Iteration 18Q: 3 clusters Score -4681335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -4681358.000000 Penalty: 5434.584473
	Iteration 19Q: 3 clusters Score -4681358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -4681379.500000 Penalty: 5434.584473
	Iteration 20F: 3 clusters Score -4681380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -4681381.500000 Penalty: 5434.584473
	Iteration 21Q: 3 clusters Score -4681382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -4681396.500000 Penalty: 5434.584473
	Iteration 22Q: 3 clusters Score -4681396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -4681409.000000 Penalty: 5434.584473
	Iteration 23Q: 3 clusters Score -4681409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -4681418.000000 Penalty: 5434.584473
	Iteration 24Q: 3 clusters Score -4681418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -4681426.000000 Penalty: 5434.584473
	Iteration 25Q: 3 clusters Score -4681426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -4681432.500000 Penalty: 5434.584473
	Iteration 26Q: 3 clusters Score -4681432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -4681433.500000 Penalty: 5434.584473
	Iteration 27Q: 3 clusters Score -4681434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -4681439.500000 Penalty: 5434.584473
	Iteration 28Q: 3 clusters Score -4681440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -4681445.500000 Penalty: 5434.584473
	Iteration 29Q: 3 clusters Score -4681446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -4681445.000000 Penalty: 5434.584473
	Iteration 30Q: 3 clusters Score -4681445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -4681444.500000 Penalty: 5434.584473
	Iteration 31Q: 3 clusters Score -4681444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -4681448.000000 Penalty: 5434.584473
	Iteration 32Q: 3 clusters Score -4681448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -4681448.000000 Penalty: 5434.584473
	Iteration 33F: 3 clusters Score -4681448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -273812.500000 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -273812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -270249.750000 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -270249.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -271059.750000 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -271059.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -271289.625000 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -271289.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -271477.906250 Penalty: 4050.865967
	Iteration 3F: 3 clusters Score -271477.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -271657.062500 Penalty: 4050.865967
	Iteration 4Q: 3 clusters Score -271657.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -271819.343750 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -271819.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -271971.312500 Penalty: 4050.865967
	Iteration 6Q: 3 clusters Score -271971.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -272120.156250 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -272120.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -272222.656250 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -272222.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -272299.468750 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -272299.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -272374.343750 Penalty: 4050.865967
	Iteration 10Q: 3 clusters Score -272374.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -272471.718750 Penalty: 4050.865967
	Iteration 11Q: 3 clusters Score -272471.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -272553.187500 Penalty: 4050.865967
	Iteration 12Q: 3 clusters Score -272553.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -272630.437500 Penalty: 4050.865967
	Iteration 13Q: 3 clusters Score -272630.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -272729.375000 Penalty: 4050.865967
	Iteration 14Q: 3 clusters Score -272729.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -272824.687500 Penalty: 4050.865967
	Iteration 15Q: 3 clusters Score -272824.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -272891.906250 Penalty: 4050.865967
	Iteration 16Q: 3 clusters Score -272891.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -272954.718750 Penalty: 4050.865967
	Iteration 17Q: 3 clusters Score -272954.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -272989.656250 Penalty: 4050.865967
	Iteration 18Q: 3 clusters Score -272989.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -273007.593750 Penalty: 4050.865967
	Iteration 19Q: 3 clusters Score -273007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273022.437500 Penalty: 4050.865967
	Iteration 20F: 3 clusters Score -273022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273026.781250 Penalty: 4050.865967
	Iteration 21Q: 3 clusters Score -273026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -273030.000000 Penalty: 4050.865967
	Iteration 22Q: 3 clusters Score -273030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -273032.812500 Penalty: 4050.865967
	Iteration 23Q: 3 clusters Score -273032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -273035.437500 Penalty: 4050.865967
	Iteration 24Q: 3 clusters Score -273035.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -273037.125000 Penalty: 4050.865967
	Iteration 25Q: 3 clusters Score -273037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -273038.687500 Penalty: 4050.865967
	Iteration 26Q: 3 clusters Score -273038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273039.375000 Penalty: 4050.865967
	Iteration 27Q: 3 clusters Score -273039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -273040.312500 Penalty: 4050.865967
	Iteration 28Q: 3 clusters Score -273040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -273041.375000 Penalty: 4050.865967
	Iteration 29Q: 3 clusters Score -273041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -273044.906250 Penalty: 4050.865967
	Iteration 30Q: 3 clusters Score -273044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -273047.750000 Penalty: 4050.865967
	Iteration 31Q: 3 clusters Score -273047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -273049.375000 Penalty: 4050.865967
	Iteration 32Q: 3 clusters Score -273049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -273052.156250 Penalty: 4050.865967
	Iteration 33Q: 3 clusters Score -273052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273053.250000 Penalty: 4050.865967
	Iteration 34Q: 3 clusters Score -273053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -273053.500000 Penalty: 4050.865967
	Iteration 35Q: 3 clusters Score -273053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -273054.500000 Penalty: 4050.865967
	Iteration 36Q: 3 clusters Score -273054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273055.187500 Penalty: 4050.865967
	Iteration 37Q: 3 clusters Score -273055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273055.843750 Penalty: 4050.865967
	Iteration 38Q: 3 clusters Score -273055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -273056.468750 Penalty: 4050.865967
	Iteration 39Q: 3 clusters Score -273056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -273056.562500 Penalty: 4050.865967
	Iteration 40F: 3 clusters Score -273056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -273057.687500 Penalty: 4050.865967
	Iteration 41Q: 3 clusters Score -273057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -273058.750000 Penalty: 4050.865967
	Iteration 42Q: 3 clusters Score -273058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -273060.156250 Penalty: 4050.865967
	Iteration 43Q: 3 clusters Score -273060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -273062.812500 Penalty: 4050.865967
	Iteration 44Q: 3 clusters Score -273062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -273064.406250 Penalty: 4050.865967
	Iteration 45Q: 3 clusters Score -273064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -273065.406250 Penalty: 4050.865967
	Iteration 46Q: 3 clusters Score -273065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -273065.406250 Penalty: 4050.865967
	Iteration 47F: 3 clusters Score -273065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Entering Unmasked Estep 
Score: -1413033.375000 Penalty: 2417.866699
	Iteration 0F: 2 clusters Score -1413033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1400821.750000 Penalty: 4835.733398
	Iteration 0F: 3 clusters Score -1400822 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1404745.750000 Penalty: 4835.733398
	Iteration 1F: 3 clusters Score -1404746 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1405161.875000 Penalty: 4835.733398
	Iteration 2F: 3 clusters Score -1405162 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1405518.750000 Penalty: 4835.733398
	Iteration 3Q: 3 clusters Score -1405519 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1405817.250000 Penalty: 4835.733398
	Iteration 4Q: 3 clusters Score -1405817 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1406067.250000 Penalty: 4835.733398
	Iteration 5Q: 3 clusters Score -1406067 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1406313.875000 Penalty: 4835.733398
	Iteration 6Q: 3 clusters Score -1406314 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1406582.250000 Penalty: 4835.733398
	Iteration 7Q: 3 clusters Score -1406582 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1406860.000000 Penalty: 4835.733398
	Iteration 8Q: 3 clusters Score -1406860 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1407150.000000 Penalty: 4835.733398
	Iteration 9Q: 3 clusters Score -1407150 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1407484.500000 Penalty: 4835.733398
	Iteration 10Q: 3 clusters Score -1407484 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1407873.250000 Penalty: 4835.733398
	Iteration 11Q: 3 clusters Score -1407873 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1408241.375000 Penalty: 4835.733398
	Iteration 12Q: 3 clusters Score -1408241 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1408648.500000 Penalty: 4835.733398
	Iteration 13Q: 3 clusters Score -1408648 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1409065.875000 Penalty: 4835.733398
	Iteration 14Q: 3 clusters Score -1409066 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1409501.125000 Penalty: 4835.733398
	Iteration 15Q: 3 clusters Score -1409501 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1409882.000000 Penalty: 4835.733398
	Iteration 16Q: 3 clusters Score -1409882 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1410220.000000 Penalty: 4835.733398
	Iteration 17Q: 3 clusters Score -1410220 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1410470.750000 Penalty: 4835.733398
	Iteration 18Q: 3 clusters Score -1410471 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1410676.000000 Penalty: 4835.733398
	Iteration 19Q: 3 clusters Score -1410676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1410840.000000 Penalty: 4835.733398
	Iteration 20F: 3 clusters Score -1410840 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1410958.500000 Penalty: 4835.733398
	Iteration 21Q: 3 clusters Score -1410958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1411045.250000 Penalty: 4835.733398
	Iteration 22Q: 3 clusters Score -1411045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1411114.875000 Penalty: 4835.733398
	Iteration 23Q: 3 clusters Score -1411115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1411177.125000 Penalty: 4835.733398
	Iteration 24Q: 3 clusters Score -1411177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1411233.250000 Penalty: 4835.733398
	Iteration 25Q: 3 clusters Score -1411233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1411268.875000 Penalty: 4835.733398
	Iteration 26Q: 3 clusters Score -1411269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1411287.500000 Penalty: 4835.733398
	Iteration 27Q: 3 clusters Score -1411288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1411299.750000 Penalty: 4835.733398
	Iteration 28Q: 3 clusters Score -1411300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1411316.750000 Penalty: 4835.733398
	Iteration 29Q: 3 clusters Score -1411317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1411331.375000 Penalty: 4835.733398
	Iteration 30Q: 3 clusters Score -1411331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1411342.375000 Penalty: 4835.733398
	Iteration 31Q: 3 clusters Score -1411342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1411353.000000 Penalty: 4835.733398
	Iteration 32Q: 3 clusters Score -1411353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1411360.125000 Penalty: 4835.733398
	Iteration 33Q: 3 clusters Score -1411360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1411371.625000 Penalty: 4835.733398
	Iteration 34Q: 3 clusters Score -1411372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1411383.000000 Penalty: 4835.733398
	Iteration 35Q: 3 clusters Score -1411383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1411392.750000 Penalty: 4835.733398
	Iteration 36Q: 3 clusters Score -1411393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1411404.875000 Penalty: 4835.733398
	Iteration 37Q: 3 clusters Score -1411405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1411417.125000 Penalty: 4835.733398
	Iteration 38Q: 3 clusters Score -1411417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1411429.000000 Penalty: 4835.733398
	Iteration 39Q: 3 clusters Score -1411429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1411440.250000 Penalty: 4835.733398
	Iteration 40F: 3 clusters Score -1411440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1411444.250000 Penalty: 4835.733398
	Iteration 41Q: 3 clusters Score -1411444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1411452.000000 Penalty: 4835.733398
	Iteration 42Q: 3 clusters Score -1411452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1411455.750000 Penalty: 4835.733398
	Iteration 43Q: 3 clusters Score -1411456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1411460.375000 Penalty: 4835.733398
	Iteration 44Q: 3 clusters Score -1411460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1411463.375000 Penalty: 4835.733398
	Iteration 45Q: 3 clusters Score -1411463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1411463.000000 Penalty: 4835.733398
	Iteration 46Q: 3 clusters Score -1411463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1411465.750000 Penalty: 4835.733398
	Iteration 47Q: 3 clusters Score -1411466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1411465.250000 Penalty: 4835.733398
	Iteration 48Q: 3 clusters Score -1411465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1411466.125000 Penalty: 4835.733398
	Iteration 49Q: 3 clusters Score -1411466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1411467.875000 Penalty: 4835.733398
	Iteration 50Q: 3 clusters Score -1411468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1411472.000000 Penalty: 4835.733398
	Iteration 51Q: 3 clusters Score -1411472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1411471.875000 Penalty: 4835.733398
	Iteration 52Q: 3 clusters Score -1411472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1411475.125000 Penalty: 4835.733398
	Iteration 53Q: 3 clusters Score -1411475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1411473.625000 Penalty: 4835.733398
	Iteration 54Q: 3 clusters Score -1411474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1411473.625000 Penalty: 4835.733398
	Iteration 55F: 3 clusters Score -1411474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -229849.328125 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -229849.3 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 1665 members 
Entering Unmasked Estep 
Score: -226363.671875 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -226363.7 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -227363.750000 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -227363.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -227852.171875 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -227852.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -228339.218750 Penalty: 4032.509277
	Iteration 3F: 3 clusters Score -228339.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -228844.437500 Penalty: 4032.509277
	Iteration 4F: 3 clusters Score -228844.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -229201.546875 Penalty: 4032.509277
	Iteration 5F: 3 clusters Score -229201.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -229489.812500 Penalty: 4032.509277
	Iteration 6F: 3 clusters Score -229489.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -229639.546875 Penalty: 4032.509277
	Iteration 7Q: 3 clusters Score -229639.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -229709.250000 Penalty: 4032.509277
	Iteration 8Q: 3 clusters Score -229709.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -229752.484375 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -229752.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229773.234375 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -229773.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -229790.578125 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -229790.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -229810.875000 Penalty: 4032.509277
	Iteration 12Q: 3 clusters Score -229810.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -229825.156250 Penalty: 4032.509277
	Iteration 13Q: 3 clusters Score -229825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -229832.640625 Penalty: 4032.509277
	Iteration 14Q: 3 clusters Score -229832.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -229847.281250 Penalty: 4032.509277
	Iteration 15Q: 3 clusters Score -229847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -229855.093750 Penalty: 4032.509277
	Iteration 16Q: 3 clusters Score -229855.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229863.140625 Penalty: 4032.509277
	Iteration 17Q: 3 clusters Score -229863.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -229873.828125 Penalty: 4032.509277
	Iteration 18Q: 3 clusters Score -229873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -229888.812500 Penalty: 4032.509277
	Iteration 19Q: 3 clusters Score -229888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -229902.578125 Penalty: 4032.509277
	Iteration 20F: 3 clusters Score -229902.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -229914.796875 Penalty: 4032.509277
	Iteration 21Q: 3 clusters Score -229914.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -229930.218750 Penalty: 4032.509277
	Iteration 22Q: 3 clusters Score -229930.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -229944.937500 Penalty: 4032.509277
	Iteration 23Q: 3 clusters Score -229944.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -229957.578125 Penalty: 4032.509277
	Iteration 24Q: 3 clusters Score -229957.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -229965.640625 Penalty: 4032.509277
	Iteration 25Q: 3 clusters Score -229965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -229969.796875 Penalty: 4032.509277
	Iteration 26Q: 3 clusters Score -229969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -229971.531250 Penalty: 4032.509277
	Iteration 27Q: 3 clusters Score -229971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -229972.484375 Penalty: 4032.509277
	Iteration 28Q: 3 clusters Score -229972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -229972.453125 Penalty: 4032.509277
	Iteration 29Q: 3 clusters Score -229972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -229972.890625 Penalty: 4032.509277
	Iteration 30Q: 3 clusters Score -229972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229973.500000 Penalty: 4032.509277
	Iteration 31Q: 3 clusters Score -229973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -229973.843750 Penalty: 4032.509277
	Iteration 32Q: 3 clusters Score -229973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -229973.843750 Penalty: 4032.509277
	Iteration 33F: 3 clusters Score -229973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 13547 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 2261 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19220 members 
Mstep: Class 52 contains 1134 members 
Entering Unmasked Estep 
Score: -51166232.000000 Penalty: 172761.734375
Splitting cluster 40 changes total score from -51166844.000000 to -51166232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -128664.820312 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -128664.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -126300.640625 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -126300.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -126733.257812 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -126733.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -126884.453125 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -126884.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -126970.273438 Penalty: 3659.678223
	Iteration 3Q: 3 clusters Score -126970.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -127027.515625 Penalty: 3659.678223
	Iteration 4Q: 3 clusters Score -127027.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -127076.320312 Penalty: 3659.678223
	Iteration 5Q: 3 clusters Score -127076.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -127114.773438 Penalty: 3659.678223
	Iteration 6Q: 3 clusters Score -127114.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -127142.257812 Penalty: 3659.678223
	Iteration 7Q: 3 clusters Score -127142.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -127163.125000 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -127163.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -127180.726562 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -127180.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127190.968750 Penalty: 3659.678223
	Iteration 10Q: 3 clusters Score -127191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -127200.914062 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -127200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -127208.960938 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -127209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -127213.796875 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -127213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -127215.523438 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -127215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127217.109375 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -127217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127222.117188 Penalty: 3659.678223
	Iteration 16Q: 3 clusters Score -127222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -127227.531250 Penalty: 3659.678223
	Iteration 17Q: 3 clusters Score -127227.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -127233.140625 Penalty: 3659.678223
	Iteration 18Q: 3 clusters Score -127233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -127239.414062 Penalty: 3659.678223
	Iteration 19Q: 3 clusters Score -127239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -127246.781250 Penalty: 3659.678223
	Iteration 20F: 3 clusters Score -127246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127251.507812 Penalty: 3659.678223
	Iteration 21Q: 3 clusters Score -127251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127255.750000 Penalty: 3659.678223
	Iteration 22Q: 3 clusters Score -127255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127259.476562 Penalty: 3659.678223
	Iteration 23Q: 3 clusters Score -127259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127260.414062 Penalty: 3659.678223
	Iteration 24Q: 3 clusters Score -127260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -127260.414062 Penalty: 3659.678223
	Iteration 25F: 3 clusters Score -127260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -199870.359375 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -199870.4 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 1360 members 
Entering Unmasked Estep 
Score: -196897.593750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -196897.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -197616.265625 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -197616.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -197919.281250 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -197919.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -198095.843750 Penalty: 3904.359619
	Iteration 3F: 3 clusters Score -198095.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -198223.453125 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -198223.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -198345.343750 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -198345.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -198456.328125 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -198456.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -198528.218750 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -198528.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -198566.781250 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -198566.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -198605.468750 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -198605.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -198633.609375 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -198633.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -198659.765625 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -198659.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -198681.468750 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -198681.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -198695.328125 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -198695.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -198708.156250 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -198708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -198714.015625 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -198714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -198721.281250 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -198721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -198724.703125 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -198724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -198728.828125 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -198728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -198732.140625 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -198732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -198733.296875 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -198733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -198733.515625 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -198733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -198733.906250 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -198733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -198733.906250 Penalty: 3904.359619
	Iteration 23F: 3 clusters Score -198733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -81659.820312 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -81659.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79655.562500 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -79655.56 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -80045.359375 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -80045.36 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -80203.492188 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -80203.49 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -80292.382812 Penalty: 3462.117676
	Iteration 3F: 3 clusters Score -80292.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80360.484375 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -80360.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80413.875000 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -80413.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80441.515625 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -80441.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80484.218750 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -80484.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80508.507812 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -80508.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80526.335938 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -80526.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80549.187500 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -80549.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80571.617188 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -80571.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80584.546875 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -80584.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -80596.640625 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -80596.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80616.460938 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -80616.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80636.523438 Penalty: 3462.117676
	Iteration 15Q: 3 clusters Score -80636.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80645.039062 Penalty: 3462.117676
	Iteration 16Q: 3 clusters Score -80645.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80653.296875 Penalty: 3462.117676
	Iteration 17Q: 3 clusters Score -80653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -80655.804688 Penalty: 3462.117676
	Iteration 18Q: 3 clusters Score -80655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80658.757812 Penalty: 3462.117676
	Iteration 19Q: 3 clusters Score -80658.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80658.757812 Penalty: 3462.117676
	Iteration 20F: 3 clusters Score -80658.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Entering Unmasked Estep 
Score: -1876023.875000 Penalty: 2474.300049
	Iteration 0F: 2 clusters Score -1876024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1860944.000000 Penalty: 4948.600098
	Iteration 0F: 3 clusters Score -1860944 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1866069.125000 Penalty: 4948.600098
	Iteration 1F: 3 clusters Score -1866069 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1866519.125000 Penalty: 4948.600098
	Iteration 2F: 3 clusters Score -1866519 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1866968.500000 Penalty: 4948.600098
	Iteration 3F: 3 clusters Score -1866968 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1867547.375000 Penalty: 4948.600098
	Iteration 4F: 3 clusters Score -1867547 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1868263.750000 Penalty: 4948.600098
	Iteration 5F: 3 clusters Score -1868264 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1869127.500000 Penalty: 4948.600098
	Iteration 6F: 3 clusters Score -1869128 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1870047.750000 Penalty: 4948.600098
	Iteration 7F: 3 clusters Score -1870048 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1870930.875000 Penalty: 4948.600098
	Iteration 8F: 3 clusters Score -1870931 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1871692.875000 Penalty: 4948.600098
	Iteration 9Q: 3 clusters Score -1871693 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1872400.875000 Penalty: 4948.600098
	Iteration 10Q: 3 clusters Score -1872401 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1873069.250000 Penalty: 4948.600098
	Iteration 11Q: 3 clusters Score -1873069 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1873798.125000 Penalty: 4948.600098
	Iteration 12Q: 3 clusters Score -1873798 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1874559.250000 Penalty: 4948.600098
	Iteration 13Q: 3 clusters Score -1874559 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1874979.375000 Penalty: 4948.600098
	Iteration 14Q: 3 clusters Score -1874979 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1875194.250000 Penalty: 4948.600098
	Iteration 15Q: 3 clusters Score -1875194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1875319.125000 Penalty: 4948.600098
	Iteration 16Q: 3 clusters Score -1875319 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1875388.625000 Penalty: 4948.600098
	Iteration 17Q: 3 clusters Score -1875389 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1875439.375000 Penalty: 4948.600098
	Iteration 18Q: 3 clusters Score -1875439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1875481.125000 Penalty: 4948.600098
	Iteration 19Q: 3 clusters Score -1875481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1875491.500000 Penalty: 4948.600098
	Iteration 20F: 3 clusters Score -1875492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1875509.375000 Penalty: 4948.600098
	Iteration 21Q: 3 clusters Score -1875509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1875516.375000 Penalty: 4948.600098
	Iteration 22Q: 3 clusters Score -1875516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1875529.875000 Penalty: 4948.600098
	Iteration 23Q: 3 clusters Score -1875530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1875537.000000 Penalty: 4948.600098
	Iteration 24Q: 3 clusters Score -1875537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1875540.875000 Penalty: 4948.600098
	Iteration 25Q: 3 clusters Score -1875541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1875545.000000 Penalty: 4948.600098
	Iteration 26Q: 3 clusters Score -1875545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1875552.750000 Penalty: 4948.600098
	Iteration 27Q: 3 clusters Score -1875553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1875551.000000 Penalty: 4948.600098
	Iteration 28Q: 3 clusters Score -1875551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1875556.750000 Penalty: 4948.600098
	Iteration 29Q: 3 clusters Score -1875557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1875559.875000 Penalty: 4948.600098
	Iteration 30Q: 3 clusters Score -1875560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1875562.500000 Penalty: 4948.600098
	Iteration 31Q: 3 clusters Score -1875562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1875567.250000 Penalty: 4948.600098
	Iteration 32Q: 3 clusters Score -1875567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1875564.125000 Penalty: 4948.600098
	Iteration 33Q: 3 clusters Score -1875564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1875563.750000 Penalty: 4948.600098
	Iteration 34Q: 3 clusters Score -1875564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1875567.125000 Penalty: 4948.600098
	Iteration 35Q: 3 clusters Score -1875567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1875574.250000 Penalty: 4948.600098
	Iteration 36Q: 3 clusters Score -1875574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1875581.875000 Penalty: 4948.600098
	Iteration 37Q: 3 clusters Score -1875582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1875585.500000 Penalty: 4948.600098
	Iteration 38Q: 3 clusters Score -1875586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1875588.375000 Penalty: 4948.600098
	Iteration 39Q: 3 clusters Score -1875588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1875586.375000 Penalty: 4948.600098
	Iteration 40F: 3 clusters Score -1875586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1875594.375000 Penalty: 4948.600098
	Iteration 41Q: 3 clusters Score -1875594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1875593.625000 Penalty: 4948.600098
	Iteration 42Q: 3 clusters Score -1875594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1875596.500000 Penalty: 4948.600098
	Iteration 43Q: 3 clusters Score -1875596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1875595.750000 Penalty: 4948.600098
	Iteration 44Q: 3 clusters Score -1875596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1875597.500000 Penalty: 4948.600098
	Iteration 45Q: 3 clusters Score -1875598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1875598.750000 Penalty: 4948.600098
	Iteration 46Q: 3 clusters Score -1875599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1875603.000000 Penalty: 4948.600098
	Iteration 47Q: 3 clusters Score -1875603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1875604.750000 Penalty: 4948.600098
	Iteration 48Q: 3 clusters Score -1875605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1875611.625000 Penalty: 4948.600098
	Iteration 49Q: 3 clusters Score -1875612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1875616.750000 Penalty: 4948.600098
	Iteration 50Q: 3 clusters Score -1875617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1875620.500000 Penalty: 4948.600098
	Iteration 51Q: 3 clusters Score -1875620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1875618.750000 Penalty: 4948.600098
	Iteration 52Q: 3 clusters Score -1875619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1875621.250000 Penalty: 4948.600098
	Iteration 53Q: 3 clusters Score -1875621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1875624.375000 Penalty: 4948.600098
	Iteration 54Q: 3 clusters Score -1875624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1875627.500000 Penalty: 4948.600098
	Iteration 55Q: 3 clusters Score -1875628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1875632.750000 Penalty: 4948.600098
	Iteration 56Q: 3 clusters Score -1875633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1875636.000000 Penalty: 4948.600098
	Iteration 57Q: 3 clusters Score -1875636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1875636.500000 Penalty: 4948.600098
	Iteration 58Q: 3 clusters Score -1875636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1875641.875000 Penalty: 4948.600098
	Iteration 59Q: 3 clusters Score -1875642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1875652.250000 Penalty: 4948.600098
	Iteration 60F: 3 clusters Score -1875652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1875656.250000 Penalty: 4948.600098
	Iteration 61Q: 3 clusters Score -1875656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1875665.000000 Penalty: 4948.600098
	Iteration 62Q: 3 clusters Score -1875665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1875666.875000 Penalty: 4948.600098
	Iteration 63Q: 3 clusters Score -1875667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1875668.750000 Penalty: 4948.600098
	Iteration 64Q: 3 clusters Score -1875669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1875666.625000 Penalty: 4948.600098
	Iteration 65Q: 3 clusters Score -1875667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1875672.375000 Penalty: 4948.600098
	Iteration 66Q: 3 clusters Score -1875672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1875674.375000 Penalty: 4948.600098
	Iteration 67Q: 3 clusters Score -1875674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1875673.000000 Penalty: 4948.600098
	Iteration 68Q: 3 clusters Score -1875673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1875678.000000 Penalty: 4948.600098
	Iteration 69Q: 3 clusters Score -1875678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1875679.375000 Penalty: 4948.600098
	Iteration 70Q: 3 clusters Score -1875679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1875681.250000 Penalty: 4948.600098
	Iteration 71Q: 3 clusters Score -1875681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1875682.875000 Penalty: 4948.600098
	Iteration 72Q: 3 clusters Score -1875683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1875680.500000 Penalty: 4948.600098
	Iteration 73Q: 3 clusters Score -1875680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1875685.375000 Penalty: 4948.600098
	Iteration 74Q: 3 clusters Score -1875685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1875684.875000 Penalty: 4948.600098
	Iteration 75Q: 3 clusters Score -1875685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1875688.750000 Penalty: 4948.600098
	Iteration 76Q: 3 clusters Score -1875689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1875687.875000 Penalty: 4948.600098
	Iteration 77Q: 3 clusters Score -1875688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1875685.625000 Penalty: 4948.600098
	Iteration 78Q: 3 clusters Score -1875686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1875685.500000 Penalty: 4948.600098
	Iteration 79Q: 3 clusters Score -1875686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1875685.750000 Penalty: 4948.600098
	Iteration 80F: 3 clusters Score -1875686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1875686.125000 Penalty: 4948.600098
	Iteration 81Q: 3 clusters Score -1875686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1875686.750000 Penalty: 4948.600098
	Iteration 82Q: 3 clusters Score -1875687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1875688.000000 Penalty: 4948.600098
	Iteration 83Q: 3 clusters Score -1875688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1875687.000000 Penalty: 4948.600098
	Iteration 84Q: 3 clusters Score -1875687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1875686.750000 Penalty: 4948.600098
	Iteration 85Q: 3 clusters Score -1875687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1875686.750000 Penalty: 4948.600098
	Iteration 86F: 3 clusters Score -1875687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Entering Unmasked Estep 
Score: -1696413.375000 Penalty: 2461.170410
	Iteration 0F: 2 clusters Score -1696413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1682046.125000 Penalty: 4922.340820
	Iteration 0F: 3 clusters Score -1682046 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1687014.375000 Penalty: 4922.340820
	Iteration 1F: 3 clusters Score -1687014 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1687641.125000 Penalty: 4922.340820
	Iteration 2F: 3 clusters Score -1687641 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1688280.500000 Penalty: 4922.340820
	Iteration 3F: 3 clusters Score -1688280 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1688928.750000 Penalty: 4922.340820
	Iteration 4F: 3 clusters Score -1688929 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1689587.625000 Penalty: 4922.340820
	Iteration 5F: 3 clusters Score -1689588 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1690243.000000 Penalty: 4922.340820
	Iteration 6F: 3 clusters Score -1690243 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1690971.500000 Penalty: 4922.340820
	Iteration 7F: 3 clusters Score -1690972 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1691715.250000 Penalty: 4922.340820
	Iteration 8F: 3 clusters Score -1691715 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1692409.375000 Penalty: 4922.340820
	Iteration 9Q: 3 clusters Score -1692409 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1692995.750000 Penalty: 4922.340820
	Iteration 10Q: 3 clusters Score -1692996 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1693449.500000 Penalty: 4922.340820
	Iteration 11Q: 3 clusters Score -1693450 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1693789.375000 Penalty: 4922.340820
	Iteration 12Q: 3 clusters Score -1693789 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1694031.375000 Penalty: 4922.340820
	Iteration 13Q: 3 clusters Score -1694031 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1694222.375000 Penalty: 4922.340820
	Iteration 14Q: 3 clusters Score -1694222 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1694351.000000 Penalty: 4922.340820
	Iteration 15Q: 3 clusters Score -1694351 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1694482.500000 Penalty: 4922.340820
	Iteration 16Q: 3 clusters Score -1694482 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1694632.750000 Penalty: 4922.340820
	Iteration 17Q: 3 clusters Score -1694633 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1694756.125000 Penalty: 4922.340820
	Iteration 18Q: 3 clusters Score -1694756 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1694879.875000 Penalty: 4922.340820
	Iteration 19Q: 3 clusters Score -1694880 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1694985.625000 Penalty: 4922.340820
	Iteration 20F: 3 clusters Score -1694986 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1695066.000000 Penalty: 4922.340820
	Iteration 21Q: 3 clusters Score -1695066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1695134.750000 Penalty: 4922.340820
	Iteration 22Q: 3 clusters Score -1695135 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1695196.875000 Penalty: 4922.340820
	Iteration 23Q: 3 clusters Score -1695197 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1695218.500000 Penalty: 4922.340820
	Iteration 24Q: 3 clusters Score -1695218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1695258.250000 Penalty: 4922.340820
	Iteration 25Q: 3 clusters Score -1695258 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1695291.625000 Penalty: 4922.340820
	Iteration 26Q: 3 clusters Score -1695292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1695316.625000 Penalty: 4922.340820
	Iteration 27Q: 3 clusters Score -1695317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1695329.125000 Penalty: 4922.340820
	Iteration 28Q: 3 clusters Score -1695329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1695339.000000 Penalty: 4922.340820
	Iteration 29Q: 3 clusters Score -1695339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1695353.250000 Penalty: 4922.340820
	Iteration 30Q: 3 clusters Score -1695353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1695358.250000 Penalty: 4922.340820
	Iteration 31Q: 3 clusters Score -1695358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1695369.875000 Penalty: 4922.340820
	Iteration 32Q: 3 clusters Score -1695370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1695381.750000 Penalty: 4922.340820
	Iteration 33Q: 3 clusters Score -1695382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1695402.250000 Penalty: 4922.340820
	Iteration 34Q: 3 clusters Score -1695402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1695413.875000 Penalty: 4922.340820
	Iteration 35Q: 3 clusters Score -1695414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1695419.500000 Penalty: 4922.340820
	Iteration 36Q: 3 clusters Score -1695420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1695441.500000 Penalty: 4922.340820
	Iteration 37Q: 3 clusters Score -1695442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1695453.625000 Penalty: 4922.340820
	Iteration 38Q: 3 clusters Score -1695454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1695471.375000 Penalty: 4922.340820
	Iteration 39Q: 3 clusters Score -1695471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1695492.875000 Penalty: 4922.340820
	Iteration 40F: 3 clusters Score -1695493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1695509.250000 Penalty: 4922.340820
	Iteration 41Q: 3 clusters Score -1695509 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1695536.125000 Penalty: 4922.340820
	Iteration 42Q: 3 clusters Score -1695536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1695563.875000 Penalty: 4922.340820
	Iteration 43Q: 3 clusters Score -1695564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1695594.125000 Penalty: 4922.340820
	Iteration 44Q: 3 clusters Score -1695594 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1695612.250000 Penalty: 4922.340820
	Iteration 45Q: 3 clusters Score -1695612 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1695631.625000 Penalty: 4922.340820
	Iteration 46Q: 3 clusters Score -1695632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1695650.625000 Penalty: 4922.340820
	Iteration 47Q: 3 clusters Score -1695651 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1695663.750000 Penalty: 4922.340820
	Iteration 48Q: 3 clusters Score -1695664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1695682.000000 Penalty: 4922.340820
	Iteration 49Q: 3 clusters Score -1695682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1695692.625000 Penalty: 4922.340820
	Iteration 50Q: 3 clusters Score -1695693 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1695696.625000 Penalty: 4922.340820
	Iteration 51Q: 3 clusters Score -1695697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1695716.625000 Penalty: 4922.340820
	Iteration 52Q: 3 clusters Score -1695717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1695713.375000 Penalty: 4922.340820
	Iteration 53Q: 3 clusters Score -1695713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1695721.250000 Penalty: 4922.340820
	Iteration 54Q: 3 clusters Score -1695721 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1695724.625000 Penalty: 4922.340820
	Iteration 55Q: 3 clusters Score -1695725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1695737.750000 Penalty: 4922.340820
	Iteration 56Q: 3 clusters Score -1695738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1695737.875000 Penalty: 4922.340820
	Iteration 57Q: 3 clusters Score -1695738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1695748.000000 Penalty: 4922.340820
	Iteration 58Q: 3 clusters Score -1695748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1695752.875000 Penalty: 4922.340820
	Iteration 59Q: 3 clusters Score -1695753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1695763.625000 Penalty: 4922.340820
	Iteration 60F: 3 clusters Score -1695764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1695758.500000 Penalty: 4922.340820
	Iteration 61Q: 3 clusters Score -1695758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1695764.750000 Penalty: 4922.340820
	Iteration 62Q: 3 clusters Score -1695765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1695761.250000 Penalty: 4922.340820
	Iteration 63Q: 3 clusters Score -1695761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1695764.375000 Penalty: 4922.340820
	Iteration 64Q: 3 clusters Score -1695764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1695766.250000 Penalty: 4922.340820
	Iteration 65Q: 3 clusters Score -1695766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1695773.375000 Penalty: 4922.340820
	Iteration 66Q: 3 clusters Score -1695773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1695779.750000 Penalty: 4922.340820
	Iteration 67Q: 3 clusters Score -1695780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1695786.125000 Penalty: 4922.340820
	Iteration 68Q: 3 clusters Score -1695786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1695789.250000 Penalty: 4922.340820
	Iteration 69Q: 3 clusters Score -1695789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1695787.375000 Penalty: 4922.340820
	Iteration 70Q: 3 clusters Score -1695787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1695796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1695800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1695804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1695812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1695820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1695825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1695835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1695843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1695850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1695856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1695860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1695867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1695876 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1695891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1695896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1695905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1695909 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1695912 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1695916 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1695929 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1695944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1695962 nChanged 26
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Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1695964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1695967 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1695970 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1695965 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1695967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1695973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1695974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1695974 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1695970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1695973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1695974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1695973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1695974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1695975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1695974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1695979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1695979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1695978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1695981.000000 Penalty: 4922.340820
	Iteration 116Q: 3 clusters Score -1695981 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1695982 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1695985 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1695986 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1695990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1695992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1695995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1696007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1696020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1696029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1696038 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1696052 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1696067 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1696089 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1696100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1696117 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1696138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1696159 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1696190 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1696195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1696210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1696212.875000 Penalty: 4922.340820
	Iteration 137Q: 3 clusters Score -1696213 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1696217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1696226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1696237.625000 Penalty: 4922.340820
	Iteration 140F: 3 clusters Score -1696238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1696246.000000 Penalty: 4922.340820
	Iteration 141Q: 3 clusters Score -1696246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1696250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1696253 nChanged 26
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Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1696253 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1696252 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1696261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1696259 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1696257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1696256 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1696262 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1696262 nChanged 7
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Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1696265 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1696264 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1696265 nChanged 7
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Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1696267 nChanged 11
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Mstep: Class 1 contains 5495 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1696273 nChanged 8
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Mstep: Class 1 contains 5487 members 
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	Iteration 157Q: 3 clusters Score -1696274 nChanged 6
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Mstep: Class 1 contains 5481 members 
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	Iteration 158Q: 3 clusters Score -1696276 nChanged 7
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Mstep: Class 1 contains 5474 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1696276 nChanged 11
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1696277.250000 Penalty: 4922.340820
	Iteration 160F: 3 clusters Score -1696277 nChanged 6
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Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1696280 nChanged 12
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Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1696279 nChanged 3
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Mstep: Class 1 contains 5442 members 
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Entering Unmasked Estep 
Score: -1696281.625000 Penalty: 4922.340820
	Iteration 163Q: 3 clusters Score -1696282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1696281.625000 Penalty: 4922.340820
	Iteration 164Q: 3 clusters Score -1696282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1696281.625000 Penalty: 4922.340820
	Iteration 165F: 3 clusters Score -1696282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Entering Unmasked Estep 
Score: -570367.437500 Penalty: 2190.336914
	Iteration 0F: 2 clusters Score -570367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -564716.000000 Penalty: 4380.673828
	Iteration 0F: 3 clusters Score -564716 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -566153.000000 Penalty: 4380.673828
	Iteration 1F: 3 clusters Score -566153 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -566402.937500 Penalty: 4380.673828
	Iteration 2F: 3 clusters Score -566402.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -566557.812500 Penalty: 4380.673828
	Iteration 3Q: 3 clusters Score -566557.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -566670.687500 Penalty: 4380.673828
	Iteration 4Q: 3 clusters Score -566670.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -566771.312500 Penalty: 4380.673828
	Iteration 5Q: 3 clusters Score -566771.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -566851.562500 Penalty: 4380.673828
	Iteration 6Q: 3 clusters Score -566851.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -566922.937500 Penalty: 4380.673828
	Iteration 7Q: 3 clusters Score -566922.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -566981.437500 Penalty: 4380.673828
	Iteration 8Q: 3 clusters Score -566981.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -567048.312500 Penalty: 4380.673828
	Iteration 9Q: 3 clusters Score -567048.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -567122.250000 Penalty: 4380.673828
	Iteration 10Q: 3 clusters Score -567122.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -567206.750000 Penalty: 4380.673828
	Iteration 11Q: 3 clusters Score -567206.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -567303.625000 Penalty: 4380.673828
	Iteration 12Q: 3 clusters Score -567303.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -567422.562500 Penalty: 4380.673828
	Iteration 13Q: 3 clusters Score -567422.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -567568.937500 Penalty: 4380.673828
	Iteration 14Q: 3 clusters Score -567568.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -567722.312500 Penalty: 4380.673828
	Iteration 15Q: 3 clusters Score -567722.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -567871.312500 Penalty: 4380.673828
	Iteration 16Q: 3 clusters Score -567871.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -568011.500000 Penalty: 4380.673828
	Iteration 17Q: 3 clusters Score -568011.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -568127.375000 Penalty: 4380.673828
	Iteration 18Q: 3 clusters Score -568127.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -568226.125000 Penalty: 4380.673828
	Iteration 19Q: 3 clusters Score -568226.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -568292.250000 Penalty: 4380.673828
	Iteration 20F: 3 clusters Score -568292.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -568326.000000 Penalty: 4380.673828
	Iteration 21Q: 3 clusters Score -568326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -568353.125000 Penalty: 4380.673828
	Iteration 22Q: 3 clusters Score -568353.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -568380.187500 Penalty: 4380.673828
	Iteration 23Q: 3 clusters Score -568380.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -568403.000000 Penalty: 4380.673828
	Iteration 24Q: 3 clusters Score -568403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -568417.562500 Penalty: 4380.673828
	Iteration 25Q: 3 clusters Score -568417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -568428.062500 Penalty: 4380.673828
	Iteration 26Q: 3 clusters Score -568428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -568438.125000 Penalty: 4380.673828
	Iteration 27Q: 3 clusters Score -568438.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -568445.562500 Penalty: 4380.673828
	Iteration 28Q: 3 clusters Score -568445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -568455.062500 Penalty: 4380.673828
	Iteration 29Q: 3 clusters Score -568455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -568458.250000 Penalty: 4380.673828
	Iteration 30Q: 3 clusters Score -568458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -568461.875000 Penalty: 4380.673828
	Iteration 31Q: 3 clusters Score -568461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -568463.375000 Penalty: 4380.673828
	Iteration 32Q: 3 clusters Score -568463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -568464.500000 Penalty: 4380.673828
	Iteration 33Q: 3 clusters Score -568464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -568465.187500 Penalty: 4380.673828
	Iteration 34Q: 3 clusters Score -568465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -568466.187500 Penalty: 4380.673828
	Iteration 35Q: 3 clusters Score -568466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -568466.250000 Penalty: 4380.673828
	Iteration 36Q: 3 clusters Score -568466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -568470.812500 Penalty: 4380.673828
	Iteration 37Q: 3 clusters Score -568470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -568474.625000 Penalty: 4380.673828
	Iteration 38Q: 3 clusters Score -568474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -568476.125000 Penalty: 4380.673828
	Iteration 39Q: 3 clusters Score -568476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -568477.625000 Penalty: 4380.673828
	Iteration 40F: 3 clusters Score -568477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -568480.062500 Penalty: 4380.673828
	Iteration 41Q: 3 clusters Score -568480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -568480.937500 Penalty: 4380.673828
	Iteration 42Q: 3 clusters Score -568480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -568481.875000 Penalty: 4380.673828
	Iteration 43Q: 3 clusters Score -568481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -568482.250000 Penalty: 4380.673828
	Iteration 44Q: 3 clusters Score -568482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -568483.812500 Penalty: 4380.673828
	Iteration 45Q: 3 clusters Score -568483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -568487.750000 Penalty: 4380.673828
	Iteration 46Q: 3 clusters Score -568487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -568492.062500 Penalty: 4380.673828
	Iteration 47Q: 3 clusters Score -568492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -568492.812500 Penalty: 4380.673828
	Iteration 48Q: 3 clusters Score -568492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -568492.812500 Penalty: 4380.673828
	Iteration 49F: 3 clusters Score -568492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -453687.375000 Penalty: 2138.680908
	Iteration 0F: 2 clusters Score -453687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -448826.593750 Penalty: 4277.361816
	Iteration 0F: 3 clusters Score -448826.6 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -450071.937500 Penalty: 4277.361816
	Iteration 1F: 3 clusters Score -450071.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -450448.437500 Penalty: 4277.361816
	Iteration 2F: 3 clusters Score -450448.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -450872.406250 Penalty: 4277.361816
	Iteration 3F: 3 clusters Score -450872.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -451551.000000 Penalty: 4277.361816
	Iteration 4F: 3 clusters Score -451551 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -452228.843750 Penalty: 4277.361816
	Iteration 5F: 3 clusters Score -452228.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -452618.937500 Penalty: 4277.361816
	Iteration 6F: 3 clusters Score -452618.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -452825.718750 Penalty: 4277.361816
	Iteration 7Q: 3 clusters Score -452825.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -452956.968750 Penalty: 4277.361816
	Iteration 8Q: 3 clusters Score -452957 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -453072.593750 Penalty: 4277.361816
	Iteration 9Q: 3 clusters Score -453072.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -453179.312500 Penalty: 4277.361816
	Iteration 10Q: 3 clusters Score -453179.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -453271.437500 Penalty: 4277.361816
	Iteration 11Q: 3 clusters Score -453271.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -453376.625000 Penalty: 4277.361816
	Iteration 12Q: 3 clusters Score -453376.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -453490.281250 Penalty: 4277.361816
	Iteration 13Q: 3 clusters Score -453490.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -453597.000000 Penalty: 4277.361816
	Iteration 14Q: 3 clusters Score -453597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -453685.750000 Penalty: 4277.361816
	Iteration 15Q: 3 clusters Score -453685.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -453739.718750 Penalty: 4277.361816
	Iteration 16Q: 3 clusters Score -453739.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -453771.906250 Penalty: 4277.361816
	Iteration 17Q: 3 clusters Score -453771.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -453792.968750 Penalty: 4277.361816
	Iteration 18Q: 3 clusters Score -453793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -453805.625000 Penalty: 4277.361816
	Iteration 19Q: 3 clusters Score -453805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -453808.218750 Penalty: 4277.361816
	Iteration 20F: 3 clusters Score -453808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -453813.062500 Penalty: 4277.361816
	Iteration 21Q: 3 clusters Score -453813.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -453816.875000 Penalty: 4277.361816
	Iteration 22Q: 3 clusters Score -453816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -453818.937500 Penalty: 4277.361816
	Iteration 23Q: 3 clusters Score -453818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -453820.937500 Penalty: 4277.361816
	Iteration 24Q: 3 clusters Score -453820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -453823.531250 Penalty: 4277.361816
	Iteration 25Q: 3 clusters Score -453823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -453826.093750 Penalty: 4277.361816
	Iteration 26Q: 3 clusters Score -453826.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -453826.468750 Penalty: 4277.361816
	Iteration 27Q: 3 clusters Score -453826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -453828.250000 Penalty: 4277.361816
	Iteration 28Q: 3 clusters Score -453828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -453829.875000 Penalty: 4277.361816
	Iteration 29Q: 3 clusters Score -453829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -453829.718750 Penalty: 4277.361816
	Iteration 30Q: 3 clusters Score -453829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -453829.718750 Penalty: 4277.361816
	Iteration 31F: 3 clusters Score -453829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 13547 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 1121 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19220 members 
Mstep: Class 52 contains 4441 members 
Entering Unmasked Estep 
Score: -51166320.000000 Penalty: 172761.734375
Splitting cluster 47 changes total score from -51166844.000000 to -51166320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -641266.375000 Penalty: 2226.113037
	Iteration 0F: 2 clusters Score -641266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -634959.750000 Penalty: 4452.226074
	Iteration 0F: 3 clusters Score -634959.8 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -636633.750000 Penalty: 4452.226074
	Iteration 1F: 3 clusters Score -636633.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -636954.875000 Penalty: 4452.226074
	Iteration 2F: 3 clusters Score -636954.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -637240.000000 Penalty: 4452.226074
	Iteration 3F: 3 clusters Score -637240 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -637506.312500 Penalty: 4452.226074
	Iteration 4F: 3 clusters Score -637506.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -637763.125000 Penalty: 4452.226074
	Iteration 5Q: 3 clusters Score -637763.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -638000.187500 Penalty: 4452.226074
	Iteration 6Q: 3 clusters Score -638000.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -638207.812500 Penalty: 4452.226074
	Iteration 7Q: 3 clusters Score -638207.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -638390.312500 Penalty: 4452.226074
	Iteration 8Q: 3 clusters Score -638390.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -638539.375000 Penalty: 4452.226074
	Iteration 9Q: 3 clusters Score -638539.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -638654.375000 Penalty: 4452.226074
	Iteration 10Q: 3 clusters Score -638654.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -638765.625000 Penalty: 4452.226074
	Iteration 11Q: 3 clusters Score -638765.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -638883.000000 Penalty: 4452.226074
	Iteration 12Q: 3 clusters Score -638883 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -639030.312500 Penalty: 4452.226074
	Iteration 13Q: 3 clusters Score -639030.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -639169.500000 Penalty: 4452.226074
	Iteration 14Q: 3 clusters Score -639169.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -639301.437500 Penalty: 4452.226074
	Iteration 15Q: 3 clusters Score -639301.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -639420.312500 Penalty: 4452.226074
	Iteration 16Q: 3 clusters Score -639420.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -639522.375000 Penalty: 4452.226074
	Iteration 17Q: 3 clusters Score -639522.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -639605.187500 Penalty: 4452.226074
	Iteration 18Q: 3 clusters Score -639605.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -639665.187500 Penalty: 4452.226074
	Iteration 19Q: 3 clusters Score -639665.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -639735.125000 Penalty: 4452.226074
	Iteration 20F: 3 clusters Score -639735.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -639843.000000 Penalty: 4452.226074
	Iteration 21Q: 3 clusters Score -639843 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -640002.812500 Penalty: 4452.226074
	Iteration 22Q: 3 clusters Score -640002.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -640179.375000 Penalty: 4452.226074
	Iteration 23Q: 3 clusters Score -640179.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -640288.187500 Penalty: 4452.226074
	Iteration 24Q: 3 clusters Score -640288.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -640353.500000 Penalty: 4452.226074
	Iteration 25Q: 3 clusters Score -640353.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -640383.125000 Penalty: 4452.226074
	Iteration 26Q: 3 clusters Score -640383.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -640404.750000 Penalty: 4452.226074
	Iteration 27Q: 3 clusters Score -640404.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -640420.125000 Penalty: 4452.226074
	Iteration 28Q: 3 clusters Score -640420.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -640430.375000 Penalty: 4452.226074
	Iteration 29Q: 3 clusters Score -640430.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -640434.687500 Penalty: 4452.226074
	Iteration 30Q: 3 clusters Score -640434.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -640440.500000 Penalty: 4452.226074
	Iteration 31Q: 3 clusters Score -640440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -640443.000000 Penalty: 4452.226074
	Iteration 32Q: 3 clusters Score -640443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -640445.437500 Penalty: 4452.226074
	Iteration 33Q: 3 clusters Score -640445.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -640447.500000 Penalty: 4452.226074
	Iteration 34Q: 3 clusters Score -640447.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -640452.000000 Penalty: 4452.226074
	Iteration 35Q: 3 clusters Score -640452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -640451.375000 Penalty: 4452.226074
	Iteration 36Q: 3 clusters Score -640451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -640452.062500 Penalty: 4452.226074
	Iteration 37Q: 3 clusters Score -640452.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -640451.625000 Penalty: 4452.226074
	Iteration 38Q: 3 clusters Score -640451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -640451.687500 Penalty: 4452.226074
	Iteration 39Q: 3 clusters Score -640451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -640452.500000 Penalty: 4452.226074
	Iteration 40F: 3 clusters Score -640452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -640452.812500 Penalty: 4452.226074
	Iteration 41Q: 3 clusters Score -640452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -640452.812500 Penalty: 4452.226074
	Iteration 42F: 3 clusters Score -640452.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (19221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Entering Unmasked Estep 
Score: -1578511.000000 Penalty: 2446.212158
	Iteration 0F: 2 clusters Score -1578511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1565013.125000 Penalty: 4892.424316
	Iteration 0F: 3 clusters Score -1565013 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1569620.750000 Penalty: 4892.424316
	Iteration 1F: 3 clusters Score -1569621 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1570180.375000 Penalty: 4892.424316
	Iteration 2F: 3 clusters Score -1570180 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1570834.125000 Penalty: 4892.424316
	Iteration 3F: 3 clusters Score -1570834 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1571728.500000 Penalty: 4892.424316
	Iteration 4F: 3 clusters Score -1571728 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1572942.625000 Penalty: 4892.424316
	Iteration 5F: 3 clusters Score -1572943 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1574220.750000 Penalty: 4892.424316
	Iteration 6F: 3 clusters Score -1574221 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1575257.125000 Penalty: 4892.424316
	Iteration 7F: 3 clusters Score -1575257 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1576007.625000 Penalty: 4892.424316
	Iteration 8F: 3 clusters Score -1576008 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1576566.750000 Penalty: 4892.424316
	Iteration 9Q: 3 clusters Score -1576567 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1577000.500000 Penalty: 4892.424316
	Iteration 10Q: 3 clusters Score -1577000 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1577382.125000 Penalty: 4892.424316
	Iteration 11Q: 3 clusters Score -1577382 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1577680.250000 Penalty: 4892.424316
	Iteration 12Q: 3 clusters Score -1577680 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1577899.375000 Penalty: 4892.424316
	Iteration 13Q: 3 clusters Score -1577899 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1578032.875000 Penalty: 4892.424316
	Iteration 14Q: 3 clusters Score -1578033 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1578106.500000 Penalty: 4892.424316
	Iteration 15Q: 3 clusters Score -1578106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1578152.750000 Penalty: 4892.424316
	Iteration 16Q: 3 clusters Score -1578153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1578182.875000 Penalty: 4892.424316
	Iteration 17Q: 3 clusters Score -1578183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1578199.500000 Penalty: 4892.424316
	Iteration 18Q: 3 clusters Score -1578200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1578203.750000 Penalty: 4892.424316
	Iteration 19Q: 3 clusters Score -1578204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1578217.250000 Penalty: 4892.424316
	Iteration 20F: 3 clusters Score -1578217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1578220.500000 Penalty: 4892.424316
	Iteration 21Q: 3 clusters Score -1578220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1578222.250000 Penalty: 4892.424316
	Iteration 22Q: 3 clusters Score -1578222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1578224.375000 Penalty: 4892.424316
	Iteration 23Q: 3 clusters Score -1578224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1578229.875000 Penalty: 4892.424316
	Iteration 24Q: 3 clusters Score -1578230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1578230.125000 Penalty: 4892.424316
	Iteration 25Q: 3 clusters Score -1578230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1578232.375000 Penalty: 4892.424316
	Iteration 26Q: 3 clusters Score -1578232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1578232.000000 Penalty: 4892.424316
	Iteration 27Q: 3 clusters Score -1578232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1578233.125000 Penalty: 4892.424316
	Iteration 28Q: 3 clusters Score -1578233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1578233.500000 Penalty: 4892.424316
	Iteration 29Q: 3 clusters Score -1578234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1578234.750000 Penalty: 4892.424316
	Iteration 30Q: 3 clusters Score -1578235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1578234.625000 Penalty: 4892.424316
	Iteration 31Q: 3 clusters Score -1578235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1578235.000000 Penalty: 4892.424316
	Iteration 32Q: 3 clusters Score -1578235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1578235.000000 Penalty: 4892.424316
	Iteration 33F: 3 clusters Score -1578235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -82402.687500 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -82402.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -80412.570312 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -80412.57 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -80696.046875 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -80696.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -80804.867188 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -80804.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80867.632812 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -80867.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80896.312500 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -80896.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80920.273438 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -80920.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -80936.398438 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -80936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -80947.343750 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -80947.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -80953.539062 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -80953.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80955.343750 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -80955.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80955.343750 Penalty: 3458.877441
	Iteration 10F: 3 clusters Score -80955.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13942 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 9585 members 
Mstep: Class 5 contains 13547 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22263 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 4410 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 8114 members 
Mstep: Class 31 contains 16097 members 
Mstep: Class 32 contains 23944 members 
Mstep: Class 33 contains 2420 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59226 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3523 members 
Mstep: Class 39 contains 17145 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1601 members 
Mstep: Class 42 contains 2622 members 
Mstep: Class 43 contains 1075 members 
Mstep: Class 44 contains 21526 members 
Mstep: Class 45 contains 20416 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 7913 members 
Mstep: Class 49 contains 19221 members 
Mstep: Class 50 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168288.000000 Penalty: 169439.390625
Iteration 119Q: 52 clusters Score -5.116829e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 13936 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 13557 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 60469 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 22257 members 
Mstep: Class 23 contains 7139 members 
Mstep: Class 24 contains 8929 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 9903 members 
Mstep: Class 27 contains 10396 members 
Mstep: Class 28 contains 4426 members 
Mstep: Class 29 contains 3706 members 
Mstep: Class 30 contains 8121 members 
Mstep: Class 31 contains 16207 members 
Mstep: Class 32 contains 24010 members 
Mstep: Class 33 contains 2419 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 4805 members 
Mstep: Class 36 contains 59225 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3521 members 
Mstep: Class 39 contains 17146 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1603 members 
Mstep: Class 42 contains 2623 members 
Mstep: Class 43 contains 1077 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20418 members 
Mstep: Class 46 contains 6851 members 
Mstep: Class 47 contains 5567 members 
Mstep: Class 48 contains 7920 members 
Mstep: Class 49 contains 19266 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 18816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51168916.000000 Penalty: 169439.390625
Iteration 120F: 52 clusters Score -5.116892e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51882 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60469 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22245 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 8931 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 9938 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4429 members 
Mstep: Class 29 contains 3682 members 
Mstep: Class 30 contains 8125 members 
Mstep: Class 31 contains 16015 members 
Mstep: Class 32 contains 24002 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4803 members 
Mstep: Class 36 contains 59225 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3518 members 
Mstep: Class 39 contains 17131 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1603 members 
Mstep: Class 42 contains 2624 members 
Mstep: Class 43 contains 1076 members 
Mstep: Class 44 contains 21523 members 
Mstep: Class 45 contains 20419 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5563 members 
Mstep: Class 48 contains 7924 members 
Mstep: Class 49 contains 19265 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 18948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169256.000000 Penalty: 169439.390625
Iteration 121Q: 52 clusters Score -5.116926e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 13922 members 
Mstep: Class 3 contains 2181 members 
Mstep: Class 4 contains 9563 members 
Mstep: Class 5 contains 13564 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3830 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60470 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22235 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8932 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 10011 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4433 members 
Mstep: Class 29 contains 3656 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 15830 members 
Mstep: Class 32 contains 24007 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 59223 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3515 members 
Mstep: Class 39 contains 17125 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1604 members 
Mstep: Class 42 contains 2626 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 21523 members 
Mstep: Class 45 contains 20413 members 
Mstep: Class 46 contains 6850 members 
Mstep: Class 47 contains 5560 members 
Mstep: Class 48 contains 7927 members 
Mstep: Class 49 contains 19279 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169472.000000 Penalty: 169439.390625
Iteration 122Q: 52 clusters Score -5.116947e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 13921 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 9561 members 
Mstep: Class 5 contains 13557 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3820 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51886 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 60466 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22225 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8927 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 10084 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 8134 members 
Mstep: Class 31 contains 15660 members 
Mstep: Class 32 contains 24022 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4802 members 
Mstep: Class 36 contains 59220 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3515 members 
Mstep: Class 39 contains 17113 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2628 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20413 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 5555 members 
Mstep: Class 48 contains 7931 members 
Mstep: Class 49 contains 19299 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169424.000000 Penalty: 169439.390625
Iteration 123Q: 52 clusters Score -5.116942e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 9560 members 
Mstep: Class 5 contains 13560 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 6790 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51890 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 60464 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22219 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8924 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 10156 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 3618 members 
Mstep: Class 30 contains 8137 members 
Mstep: Class 31 contains 15498 members 
Mstep: Class 32 contains 24034 members 
Mstep: Class 33 contains 2419 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4799 members 
Mstep: Class 36 contains 59216 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3509 members 
Mstep: Class 39 contains 17105 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2631 members 
Mstep: Class 43 contains 1078 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20415 members 
Mstep: Class 46 contains 6849 members 
Mstep: Class 47 contains 5548 members 
Mstep: Class 48 contains 7935 members 
Mstep: Class 49 contains 19324 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169512.000000 Penalty: 169439.390625
Iteration 124Q: 52 clusters Score -5.116951e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 13898 members 
Mstep: Class 3 contains 2189 members 
Mstep: Class 4 contains 9559 members 
Mstep: Class 5 contains 13569 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51897 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60462 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22209 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8925 members 
Mstep: Class 25 contains 2051 members 
Mstep: Class 26 contains 10212 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 3597 members 
Mstep: Class 30 contains 8141 members 
Mstep: Class 31 contains 15385 members 
Mstep: Class 32 contains 24044 members 
Mstep: Class 33 contains 2419 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4796 members 
Mstep: Class 36 contains 59209 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3507 members 
Mstep: Class 39 contains 17102 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2634 members 
Mstep: Class 43 contains 1079 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20411 members 
Mstep: Class 46 contains 6848 members 
Mstep: Class 47 contains 5544 members 
Mstep: Class 48 contains 7942 members 
Mstep: Class 49 contains 19344 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169548.000000 Penalty: 169439.390625
Iteration 125Q: 52 clusters Score -5.116955e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 9555 members 
Mstep: Class 5 contains 13573 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1832 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 2148 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51902 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60463 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22208 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8926 members 
Mstep: Class 25 contains 2050 members 
Mstep: Class 26 contains 10264 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4467 members 
Mstep: Class 29 contains 3575 members 
Mstep: Class 30 contains 8140 members 
Mstep: Class 31 contains 15268 members 
Mstep: Class 32 contains 24046 members 
Mstep: Class 33 contains 2419 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4785 members 
Mstep: Class 36 contains 59204 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3506 members 
Mstep: Class 39 contains 17102 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2635 members 
Mstep: Class 43 contains 1081 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20413 members 
Mstep: Class 46 contains 6847 members 
Mstep: Class 47 contains 5541 members 
Mstep: Class 48 contains 7951 members 
Mstep: Class 49 contains 19387 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169744.000000 Penalty: 169439.390625
Iteration 126Q: 52 clusters Score -5.116974e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 13885 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 9551 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1830 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 6924 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60464 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22207 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8932 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 10311 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 3558 members 
Mstep: Class 30 contains 8140 members 
Mstep: Class 31 contains 15149 members 
Mstep: Class 32 contains 24051 members 
Mstep: Class 33 contains 2419 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4777 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3503 members 
Mstep: Class 39 contains 17097 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2637 members 
Mstep: Class 43 contains 1080 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20413 members 
Mstep: Class 46 contains 6846 members 
Mstep: Class 47 contains 5542 members 
Mstep: Class 48 contains 7962 members 
Mstep: Class 49 contains 19446 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170084.000000 Penalty: 169439.390625
Iteration 127Q: 52 clusters Score -5.117008e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 13888 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 9548 members 
Mstep: Class 5 contains 13595 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60468 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22206 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8937 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 10362 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 3549 members 
Mstep: Class 30 contains 8144 members 
Mstep: Class 31 contains 15022 members 
Mstep: Class 32 contains 24067 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3497 members 
Mstep: Class 39 contains 17091 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2640 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20415 members 
Mstep: Class 46 contains 6843 members 
Mstep: Class 47 contains 5542 members 
Mstep: Class 48 contains 7965 members 
Mstep: Class 49 contains 19489 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170304.000000 Penalty: 169439.390625
Iteration 128Q: 52 clusters Score -5.11703e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 13883 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8622 members 
Mstep: Class 20 contains 60471 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22196 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8939 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 10419 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4471 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 8149 members 
Mstep: Class 31 contains 14899 members 
Mstep: Class 32 contains 24084 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3495 members 
Mstep: Class 39 contains 17086 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2644 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20421 members 
Mstep: Class 46 contains 6842 members 
Mstep: Class 47 contains 5542 members 
Mstep: Class 48 contains 7965 members 
Mstep: Class 49 contains 19520 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170264.000000 Penalty: 169439.390625
Iteration 129Q: 52 clusters Score -5.117026e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 9546 members 
Mstep: Class 5 contains 13601 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 656 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60474 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22196 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8940 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 10454 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4471 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 8150 members 
Mstep: Class 31 contains 14782 members 
Mstep: Class 32 contains 24096 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4752 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3489 members 
Mstep: Class 39 contains 17086 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2649 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20430 members 
Mstep: Class 46 contains 6842 members 
Mstep: Class 47 contains 5544 members 
Mstep: Class 48 contains 7970 members 
Mstep: Class 49 contains 19547 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170240.000000 Penalty: 169439.390625
Iteration 130Q: 52 clusters Score -5.117024e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 13880 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 9542 members 
Mstep: Class 5 contains 13604 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7084 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60476 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22188 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8941 members 
Mstep: Class 25 contains 2042 members 
Mstep: Class 26 contains 10499 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 8152 members 
Mstep: Class 31 contains 14685 members 
Mstep: Class 32 contains 24100 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4747 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 17087 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1605 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20439 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 5543 members 
Mstep: Class 48 contains 7974 members 
Mstep: Class 49 contains 19576 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170304.000000 Penalty: 169439.390625
Iteration 131Q: 52 clusters Score -5.11703e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 13878 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 9541 members 
Mstep: Class 5 contains 13609 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7124 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60479 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22181 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8939 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 10537 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 3501 members 
Mstep: Class 30 contains 8156 members 
Mstep: Class 31 contains 14603 members 
Mstep: Class 32 contains 24099 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4739 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3479 members 
Mstep: Class 39 contains 17083 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1606 members 
Mstep: Class 42 contains 2655 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20448 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 5540 members 
Mstep: Class 48 contains 7980 members 
Mstep: Class 49 contains 19610 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170312.000000 Penalty: 169439.390625
Iteration 132Q: 52 clusters Score -5.117031e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 9537 members 
Mstep: Class 5 contains 13616 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7164 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 60483 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8937 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 10568 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 3486 members 
Mstep: Class 30 contains 8161 members 
Mstep: Class 31 contains 14518 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4736 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3474 members 
Mstep: Class 39 contains 17080 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1606 members 
Mstep: Class 42 contains 2656 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20456 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 5540 members 
Mstep: Class 48 contains 7985 members 
Mstep: Class 49 contains 19646 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170280.000000 Penalty: 169439.390625
Iteration 133Q: 52 clusters Score -5.117028e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 13875 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 9533 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7201 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 60484 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22171 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8933 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 10597 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 3472 members 
Mstep: Class 30 contains 8163 members 
Mstep: Class 31 contains 14443 members 
Mstep: Class 32 contains 24113 members 
Mstep: Class 33 contains 2418 members 
Mstep: Class 34 contains 10803 members 
Mstep: Class 35 contains 4738 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3471 members 
Mstep: Class 39 contains 17078 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1606 members 
Mstep: Class 42 contains 2657 members 
Mstep: Class 43 contains 1081 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20467 members 
Mstep: Class 46 contains 6838 members 
Mstep: Class 47 contains 5538 members 
Mstep: Class 48 contains 7990 members 
Mstep: Class 49 contains 19668 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170360.000000 Penalty: 169439.390625
Iteration 134Q: 52 clusters Score -5.117036e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 9531 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7239 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 60480 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22169 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8933 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 10626 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 3457 members 
Mstep: Class 30 contains 8165 members 
Mstep: Class 31 contains 14367 members 
Mstep: Class 32 contains 24116 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4744 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3474 members 
Mstep: Class 39 contains 17076 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1606 members 
Mstep: Class 42 contains 2657 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20481 members 
Mstep: Class 46 contains 6836 members 
Mstep: Class 47 contains 5537 members 
Mstep: Class 48 contains 7993 members 
Mstep: Class 49 contains 19689 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170388.000000 Penalty: 169439.390625
Iteration 135Q: 52 clusters Score -5.117039e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 13868 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 60476 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22167 members 
Mstep: Class 23 contains 7142 members 
Mstep: Class 24 contains 8934 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 10676 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 3444 members 
Mstep: Class 30 contains 8164 members 
Mstep: Class 31 contains 14263 members 
Mstep: Class 32 contains 24115 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4747 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3475 members 
Mstep: Class 39 contains 17075 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1607 members 
Mstep: Class 42 contains 2659 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20490 members 
Mstep: Class 46 contains 6837 members 
Mstep: Class 47 contains 5536 members 
Mstep: Class 48 contains 7994 members 
Mstep: Class 49 contains 19717 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170428.000000 Penalty: 169439.390625
Iteration 136Q: 52 clusters Score -5.117043e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3490 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 60474 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22163 members 
Mstep: Class 23 contains 7143 members 
Mstep: Class 24 contains 8936 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10731 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4454 members 
Mstep: Class 29 contains 3432 members 
Mstep: Class 30 contains 8167 members 
Mstep: Class 31 contains 14176 members 
Mstep: Class 32 contains 24118 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 4747 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57344 members 
Mstep: Class 38 contains 3474 members 
Mstep: Class 39 contains 17073 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1608 members 
Mstep: Class 42 contains 2661 members 
Mstep: Class 43 contains 1082 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20490 members 
Mstep: Class 46 contains 6837 members 
Mstep: Class 47 contains 5537 members 
Mstep: Class 48 contains 7997 members 
Mstep: Class 49 contains 19742 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170552.000000 Penalty: 169439.390625
Iteration 137Q: 52 clusters Score -5.117055e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 13874 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 13632 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 2148 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3468 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51902 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 60476 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22156 members 
Mstep: Class 23 contains 7145 members 
Mstep: Class 24 contains 8938 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10764 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 3414 members 
Mstep: Class 30 contains 8171 members 
Mstep: Class 31 contains 14093 members 
Mstep: Class 32 contains 24125 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4755 members 
Mstep: Class 36 contains 59202 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3472 members 
Mstep: Class 39 contains 17077 members 
Mstep: Class 40 contains 3395 members 
Mstep: Class 41 contains 1608 members 
Mstep: Class 42 contains 2661 members 
Mstep: Class 43 contains 1083 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20492 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5538 members 
Mstep: Class 48 contains 8002 members 
Mstep: Class 49 contains 19766 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170496.000000 Penalty: 169439.390625
Iteration 138Q: 52 clusters Score -5.11705e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 9513 members 
Mstep: Class 5 contains 13640 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1825 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51902 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 60479 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22148 members 
Mstep: Class 23 contains 7146 members 
Mstep: Class 24 contains 8941 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10794 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 3396 members 
Mstep: Class 30 contains 8172 members 
Mstep: Class 31 contains 14024 members 
Mstep: Class 32 contains 24121 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4770 members 
Mstep: Class 36 contains 59202 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3471 members 
Mstep: Class 39 contains 17078 members 
Mstep: Class 40 contains 3394 members 
Mstep: Class 41 contains 1608 members 
Mstep: Class 42 contains 2664 members 
Mstep: Class 43 contains 1084 members 
Mstep: Class 44 contains 21523 members 
Mstep: Class 45 contains 20485 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5537 members 
Mstep: Class 48 contains 8007 members 
Mstep: Class 49 contains 19793 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170588.000000 Penalty: 169439.390625
Iteration 139Q: 52 clusters Score -5.117059e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 9509 members 
Mstep: Class 5 contains 13645 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1823 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7397 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3419 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 51902 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 60479 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22148 members 
Mstep: Class 23 contains 7148 members 
Mstep: Class 24 contains 8941 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10829 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 3379 members 
Mstep: Class 30 contains 8175 members 
Mstep: Class 31 contains 13950 members 
Mstep: Class 32 contains 24111 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4780 members 
Mstep: Class 36 contains 59202 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3470 members 
Mstep: Class 39 contains 17080 members 
Mstep: Class 40 contains 3392 members 
Mstep: Class 41 contains 1609 members 
Mstep: Class 42 contains 2666 members 
Mstep: Class 43 contains 1086 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20489 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5537 members 
Mstep: Class 48 contains 8009 members 
Mstep: Class 49 contains 19822 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170644.000000 Penalty: 169439.390625
Iteration 140F: 52 clusters Score -5.117064e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 13876 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 9499 members 
Mstep: Class 5 contains 13657 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1819 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 22121 members 
Mstep: Class 17 contains 51901 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 60479 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22144 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 8945 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10850 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 3357 members 
Mstep: Class 30 contains 8176 members 
Mstep: Class 31 contains 13883 members 
Mstep: Class 32 contains 24114 members 
Mstep: Class 33 contains 2415 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 4809 members 
Mstep: Class 36 contains 59202 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3470 members 
Mstep: Class 39 contains 17076 members 
Mstep: Class 40 contains 3391 members 
Mstep: Class 41 contains 1611 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 1087 members 
Mstep: Class 44 contains 21524 members 
Mstep: Class 45 contains 20491 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5536 members 
Mstep: Class 48 contains 8014 members 
Mstep: Class 49 contains 19841 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170692.000000 Penalty: 169439.390625
Iteration 141Q: 52 clusters Score -5.117069e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 13874 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 9489 members 
Mstep: Class 5 contains 13667 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1816 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3395 members 
Mstep: Class 16 contains 22120 members 
Mstep: Class 17 contains 51903 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 60485 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22132 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 8947 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10882 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 3329 members 
Mstep: Class 30 contains 8176 members 
Mstep: Class 31 contains 13813 members 
Mstep: Class 32 contains 24120 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10801 members 
Mstep: Class 35 contains 4837 members 
Mstep: Class 36 contains 59203 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3465 members 
Mstep: Class 39 contains 17070 members 
Mstep: Class 40 contains 3391 members 
Mstep: Class 41 contains 1611 members 
Mstep: Class 42 contains 2668 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21522 members 
Mstep: Class 45 contains 20490 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5536 members 
Mstep: Class 48 contains 8015 members 
Mstep: Class 49 contains 19867 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170744.000000 Penalty: 169439.390625
Iteration 142Q: 52 clusters Score -5.117074e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 13872 members 
Mstep: Class 3 contains 2204 members 
Mstep: Class 4 contains 9475 members 
Mstep: Class 5 contains 13672 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3374 members 
Mstep: Class 16 contains 22121 members 
Mstep: Class 17 contains 51904 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 60490 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22134 members 
Mstep: Class 23 contains 7157 members 
Mstep: Class 24 contains 8945 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10913 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 8176 members 
Mstep: Class 31 contains 13755 members 
Mstep: Class 32 contains 24122 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4868 members 
Mstep: Class 36 contains 59201 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3458 members 
Mstep: Class 39 contains 17061 members 
Mstep: Class 40 contains 3385 members 
Mstep: Class 41 contains 1611 members 
Mstep: Class 42 contains 2669 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 20494 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5536 members 
Mstep: Class 48 contains 8019 members 
Mstep: Class 49 contains 19882 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170552.000000 Penalty: 169439.390625
Iteration 143Q: 52 clusters Score -5.117055e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 13873 members 
Mstep: Class 3 contains 2206 members 
Mstep: Class 4 contains 9449 members 
Mstep: Class 5 contains 13676 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7482 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 22121 members 
Mstep: Class 17 contains 51904 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 60501 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22136 members 
Mstep: Class 23 contains 7160 members 
Mstep: Class 24 contains 8942 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 10939 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 3293 members 
Mstep: Class 30 contains 8179 members 
Mstep: Class 31 contains 13695 members 
Mstep: Class 32 contains 24131 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4901 members 
Mstep: Class 36 contains 59200 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 17059 members 
Mstep: Class 40 contains 3384 members 
Mstep: Class 41 contains 1611 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21527 members 
Mstep: Class 45 contains 20495 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5535 members 
Mstep: Class 48 contains 8020 members 
Mstep: Class 49 contains 19892 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170540.000000 Penalty: 169439.390625
Iteration 144Q: 52 clusters Score -5.117054e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 13866 members 
Mstep: Class 3 contains 2210 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 13680 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7509 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3339 members 
Mstep: Class 16 contains 22121 members 
Mstep: Class 17 contains 51905 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 60505 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22137 members 
Mstep: Class 23 contains 7165 members 
Mstep: Class 24 contains 8943 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 10980 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 3281 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 13647 members 
Mstep: Class 32 contains 24135 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4916 members 
Mstep: Class 36 contains 59201 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3447 members 
Mstep: Class 39 contains 17060 members 
Mstep: Class 40 contains 3377 members 
Mstep: Class 41 contains 1612 members 
Mstep: Class 42 contains 2673 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21530 members 
Mstep: Class 45 contains 20494 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8024 members 
Mstep: Class 49 contains 19897 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170572.000000 Penalty: 169439.390625
Iteration 145Q: 52 clusters Score -5.117057e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 13679 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7535 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3324 members 
Mstep: Class 16 contains 22121 members 
Mstep: Class 17 contains 51905 members 
Mstep: Class 18 contains 15671 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 60506 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22137 members 
Mstep: Class 23 contains 7172 members 
Mstep: Class 24 contains 8951 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 10998 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 3259 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 13587 members 
Mstep: Class 32 contains 24139 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10802 members 
Mstep: Class 35 contains 4936 members 
Mstep: Class 36 contains 59201 members 
Mstep: Class 37 contains 57345 members 
Mstep: Class 38 contains 3452 members 
Mstep: Class 39 contains 17056 members 
Mstep: Class 40 contains 3369 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2675 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21528 members 
Mstep: Class 45 contains 20500 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8034 members 
Mstep: Class 49 contains 19903 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170688.000000 Penalty: 169439.390625
Iteration 146Q: 52 clusters Score -5.117069e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 13856 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 9398 members 
Mstep: Class 5 contains 13685 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7560 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51907 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 60502 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22129 members 
Mstep: Class 23 contains 7172 members 
Mstep: Class 24 contains 8960 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11029 members 
Mstep: Class 27 contains 10395 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 3244 members 
Mstep: Class 30 contains 8177 members 
Mstep: Class 31 contains 13534 members 
Mstep: Class 32 contains 24137 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4944 members 
Mstep: Class 36 contains 59202 members 
Mstep: Class 37 contains 57346 members 
Mstep: Class 38 contains 3453 members 
Mstep: Class 39 contains 17058 members 
Mstep: Class 40 contains 3366 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21530 members 
Mstep: Class 45 contains 20500 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8042 members 
Mstep: Class 49 contains 19905 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170720.000000 Penalty: 169439.390625
Iteration 147Q: 52 clusters Score -5.117072e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 13849 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 9389 members 
Mstep: Class 5 contains 13693 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1815 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7577 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51909 members 
Mstep: Class 18 contains 15670 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 60500 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22128 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8967 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11066 members 
Mstep: Class 27 contains 10394 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 3235 members 
Mstep: Class 30 contains 8176 members 
Mstep: Class 31 contains 13473 members 
Mstep: Class 32 contains 24142 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10798 members 
Mstep: Class 35 contains 4943 members 
Mstep: Class 36 contains 59201 members 
Mstep: Class 37 contains 57349 members 
Mstep: Class 38 contains 3452 members 
Mstep: Class 39 contains 17060 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21530 members 
Mstep: Class 45 contains 20505 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8043 members 
Mstep: Class 49 contains 19917 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170696.000000 Penalty: 169439.390625
Iteration 148Q: 52 clusters Score -5.11707e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 13847 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 13700 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7590 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51910 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 60503 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22116 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8969 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11109 members 
Mstep: Class 27 contains 10392 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 3226 members 
Mstep: Class 30 contains 8175 members 
Mstep: Class 31 contains 13422 members 
Mstep: Class 32 contains 24142 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10798 members 
Mstep: Class 35 contains 4942 members 
Mstep: Class 36 contains 59200 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 17055 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21533 members 
Mstep: Class 45 contains 20507 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8047 members 
Mstep: Class 49 contains 19928 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170740.000000 Penalty: 169439.390625
Iteration 149Q: 52 clusters Score -5.117074e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9373 members 
Mstep: Class 5 contains 13713 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7603 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 60506 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22112 members 
Mstep: Class 23 contains 7172 members 
Mstep: Class 24 contains 8969 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11130 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4466 members 
Mstep: Class 29 contains 3221 members 
Mstep: Class 30 contains 8176 members 
Mstep: Class 31 contains 13377 members 
Mstep: Class 32 contains 24143 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4947 members 
Mstep: Class 36 contains 59199 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3451 members 
Mstep: Class 39 contains 17049 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2674 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21533 members 
Mstep: Class 45 contains 20510 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8057 members 
Mstep: Class 49 contains 19934 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170696.000000 Penalty: 169439.390625
Iteration 150Q: 52 clusters Score -5.11707e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 13829 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9366 members 
Mstep: Class 5 contains 13724 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 60504 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22109 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11155 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 3219 members 
Mstep: Class 30 contains 8175 members 
Mstep: Class 31 contains 13347 members 
Mstep: Class 32 contains 24136 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4949 members 
Mstep: Class 36 contains 59197 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 17039 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2677 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21536 members 
Mstep: Class 45 contains 20516 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8066 members 
Mstep: Class 49 contains 19932 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170776.000000 Penalty: 169439.390625
Iteration 151Q: 52 clusters Score -5.117078e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 13822 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 13735 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7638 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 60507 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22106 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8977 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11172 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 8175 members 
Mstep: Class 31 contains 13309 members 
Mstep: Class 32 contains 24132 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4944 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 17036 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2678 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21536 members 
Mstep: Class 45 contains 20516 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8076 members 
Mstep: Class 49 contains 19933 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170688.000000 Penalty: 169439.390625
Iteration 152Q: 52 clusters Score -5.117069e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 13816 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9355 members 
Mstep: Class 5 contains 13747 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1814 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3210 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8625 members 
Mstep: Class 20 contains 60507 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22108 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8979 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 8176 members 
Mstep: Class 31 contains 13270 members 
Mstep: Class 32 contains 24127 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4946 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 17029 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2681 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20515 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 19939 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170800.000000 Penalty: 169439.390625
Iteration 153Q: 52 clusters Score -5.11708e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 13817 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 13756 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3189 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 60508 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22103 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8982 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11202 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 3223 members 
Mstep: Class 30 contains 8177 members 
Mstep: Class 31 contains 13228 members 
Mstep: Class 32 contains 24125 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4943 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 17023 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2687 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20519 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8094 members 
Mstep: Class 49 contains 19941 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170892.000000 Penalty: 169439.390625
Iteration 154Q: 52 clusters Score -5.117089e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 13822 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9348 members 
Mstep: Class 5 contains 13764 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1812 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3154 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 20 contains 60512 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22104 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8987 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11215 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 3221 members 
Mstep: Class 30 contains 8178 members 
Mstep: Class 31 contains 13191 members 
Mstep: Class 32 contains 24131 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4938 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 17013 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2692 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20525 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8105 members 
Mstep: Class 49 contains 19945 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170980.000000 Penalty: 169439.390625
Iteration 155Q: 52 clusters Score -5.117098e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 13820 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7709 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60514 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22101 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8991 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11237 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4477 members 
Mstep: Class 29 contains 3221 members 
Mstep: Class 30 contains 8180 members 
Mstep: Class 31 contains 13162 members 
Mstep: Class 32 contains 24130 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4926 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 17010 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2694 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20528 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8121 members 
Mstep: Class 49 contains 19946 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170920.000000 Penalty: 169439.390625
Iteration 156Q: 52 clusters Score -5.117092e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 13808 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9345 members 
Mstep: Class 5 contains 13769 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1810 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7725 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3105 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60518 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22101 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11256 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4482 members 
Mstep: Class 29 contains 3221 members 
Mstep: Class 30 contains 8182 members 
Mstep: Class 31 contains 13134 members 
Mstep: Class 32 contains 24131 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4917 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 17005 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2697 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8134 members 
Mstep: Class 49 contains 19956 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170872.000000 Penalty: 169439.390625
Iteration 157Q: 52 clusters Score -5.117087e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13774 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1809 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60520 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22099 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8990 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11271 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 3224 members 
Mstep: Class 30 contains 8182 members 
Mstep: Class 31 contains 13113 members 
Mstep: Class 32 contains 24128 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4912 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17004 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2696 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8148 members 
Mstep: Class 49 contains 19961 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170972.000000 Penalty: 169439.390625
Iteration 158Q: 52 clusters Score -5.117097e+07 nChanged 132
Entering ConstructFrom: 
Score: -51170972.000000 Penalty: 169439.390625
Entering ConstructFrom: 
Trying to split cluster 1 (38915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Entering Unmasked Estep 
Score: -3239393.750000 Penalty: 2621.145508
	Iteration 0F: 2 clusters Score -3239394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3212863.250000 Penalty: 5242.291016
	Iteration 0F: 3 clusters Score -3212863 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3222578.250000 Penalty: 5242.291016
	Iteration 1F: 3 clusters Score -3222578 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3223165.000000 Penalty: 5242.291016
	Iteration 2Q: 3 clusters Score -3223165 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3223735.750000 Penalty: 5242.291016
	Iteration 3Q: 3 clusters Score -3223736 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3224405.250000 Penalty: 5242.291016
	Iteration 4Q: 3 clusters Score -3224405 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3225424.500000 Penalty: 5242.291016
	Iteration 5F: 3 clusters Score -3225424 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3226983.750000 Penalty: 5242.291016
	Iteration 6F: 3 clusters Score -3226984 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3229132.500000 Penalty: 5242.291016
	Iteration 7F: 3 clusters Score -3229132 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3231524.250000 Penalty: 5242.291016
	Iteration 8F: 3 clusters Score -3231524 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3233659.000000 Penalty: 5242.291016
	Iteration 9F: 3 clusters Score -3233659 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3235060.000000 Penalty: 5242.291016
	Iteration 10Q: 3 clusters Score -3235060 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3235989.000000 Penalty: 5242.291016
	Iteration 11Q: 3 clusters Score -3235989 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3236522.000000 Penalty: 5242.291016
	Iteration 12Q: 3 clusters Score -3236522 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3236823.250000 Penalty: 5242.291016
	Iteration 13Q: 3 clusters Score -3236823 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3236984.750000 Penalty: 5242.291016
	Iteration 14Q: 3 clusters Score -3236985 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3237059.750000 Penalty: 5242.291016
	Iteration 15Q: 3 clusters Score -3237060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3237114.500000 Penalty: 5242.291016
	Iteration 16Q: 3 clusters Score -3237114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3237157.000000 Penalty: 5242.291016
	Iteration 17Q: 3 clusters Score -3237157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3237184.750000 Penalty: 5242.291016
	Iteration 18Q: 3 clusters Score -3237185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3237200.750000 Penalty: 5242.291016
	Iteration 19Q: 3 clusters Score -3237201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3237214.250000 Penalty: 5242.291016
	Iteration 20F: 3 clusters Score -3237214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3237218.250000 Penalty: 5242.291016
	Iteration 21Q: 3 clusters Score -3237218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3237216.500000 Penalty: 5242.291016
	Iteration 22Q: 3 clusters Score -3237216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3237224.750000 Penalty: 5242.291016
	Iteration 23Q: 3 clusters Score -3237225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3237227.500000 Penalty: 5242.291016
	Iteration 24Q: 3 clusters Score -3237228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3237237.750000 Penalty: 5242.291016
	Iteration 25Q: 3 clusters Score -3237238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3237240.000000 Penalty: 5242.291016
	Iteration 26Q: 3 clusters Score -3237240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3237244.750000 Penalty: 5242.291016
	Iteration 27Q: 3 clusters Score -3237245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3237245.500000 Penalty: 5242.291016
	Iteration 28Q: 3 clusters Score -3237246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3237249.500000 Penalty: 5242.291016
	Iteration 29Q: 3 clusters Score -3237250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3237250.750000 Penalty: 5242.291016
	Iteration 30Q: 3 clusters Score -3237251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3237250.500000 Penalty: 5242.291016
	Iteration 31Q: 3 clusters Score -3237250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3237256.750000 Penalty: 5242.291016
	Iteration 32Q: 3 clusters Score -3237257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3237262.500000 Penalty: 5242.291016
	Iteration 33Q: 3 clusters Score -3237262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3237266.750000 Penalty: 5242.291016
	Iteration 34Q: 3 clusters Score -3237267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3237269.500000 Penalty: 5242.291016
	Iteration 35Q: 3 clusters Score -3237270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3237273.000000 Penalty: 5242.291016
	Iteration 36Q: 3 clusters Score -3237273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3237273.000000 Penalty: 5242.291016
	Iteration 37Q: 3 clusters Score -3237273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3237274.500000 Penalty: 5242.291016
	Iteration 38Q: 3 clusters Score -3237274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3237275.000000 Penalty: 5242.291016
	Iteration 39Q: 3 clusters Score -3237275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3237278.000000 Penalty: 5242.291016
	Iteration 40F: 3 clusters Score -3237278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3237277.500000 Penalty: 5242.291016
	Iteration 41Q: 3 clusters Score -3237278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3237277.500000 Penalty: 5242.291016
	Iteration 42F: 3 clusters Score -3237278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Entering Unmasked Estep 
Score: -1145575.250000 Penalty: 2363.861328
	Iteration 0F: 2 clusters Score -1145575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1135386.375000 Penalty: 4727.722656
	Iteration 0F: 3 clusters Score -1135386 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1138598.125000 Penalty: 4727.722656
	Iteration 1F: 3 clusters Score -1138598 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1139088.625000 Penalty: 4727.722656
	Iteration 2F: 3 clusters Score -1139089 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1139516.000000 Penalty: 4727.722656
	Iteration 3F: 3 clusters Score -1139516 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1139891.500000 Penalty: 4727.722656
	Iteration 4F: 3 clusters Score -1139892 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1140217.375000 Penalty: 4727.722656
	Iteration 5Q: 3 clusters Score -1140217 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1140542.500000 Penalty: 4727.722656
	Iteration 6Q: 3 clusters Score -1140542 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1140864.625000 Penalty: 4727.722656
	Iteration 7Q: 3 clusters Score -1140865 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1141183.750000 Penalty: 4727.722656
	Iteration 8Q: 3 clusters Score -1141184 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1141506.125000 Penalty: 4727.722656
	Iteration 9Q: 3 clusters Score -1141506 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1141813.375000 Penalty: 4727.722656
	Iteration 10Q: 3 clusters Score -1141813 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1142127.750000 Penalty: 4727.722656
	Iteration 11Q: 3 clusters Score -1142128 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1142391.000000 Penalty: 4727.722656
	Iteration 12Q: 3 clusters Score -1142391 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1142606.750000 Penalty: 4727.722656
	Iteration 13Q: 3 clusters Score -1142607 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1142800.375000 Penalty: 4727.722656
	Iteration 14Q: 3 clusters Score -1142800 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1142963.000000 Penalty: 4727.722656
	Iteration 15Q: 3 clusters Score -1142963 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1143106.875000 Penalty: 4727.722656
	Iteration 16Q: 3 clusters Score -1143107 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1143245.875000 Penalty: 4727.722656
	Iteration 17Q: 3 clusters Score -1143246 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1143357.375000 Penalty: 4727.722656
	Iteration 18Q: 3 clusters Score -1143357 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1143444.875000 Penalty: 4727.722656
	Iteration 19Q: 3 clusters Score -1143445 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1143525.750000 Penalty: 4727.722656
	Iteration 20F: 3 clusters Score -1143526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1143588.375000 Penalty: 4727.722656
	Iteration 21Q: 3 clusters Score -1143588 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1143635.125000 Penalty: 4727.722656
	Iteration 22Q: 3 clusters Score -1143635 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1143676.000000 Penalty: 4727.722656
	Iteration 23Q: 3 clusters Score -1143676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1143706.750000 Penalty: 4727.722656
	Iteration 24Q: 3 clusters Score -1143707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1143728.750000 Penalty: 4727.722656
	Iteration 25Q: 3 clusters Score -1143729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1143758.250000 Penalty: 4727.722656
	Iteration 26Q: 3 clusters Score -1143758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1143778.000000 Penalty: 4727.722656
	Iteration 27Q: 3 clusters Score -1143778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1143798.250000 Penalty: 4727.722656
	Iteration 28Q: 3 clusters Score -1143798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1143811.250000 Penalty: 4727.722656
	Iteration 29Q: 3 clusters Score -1143811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1143826.750000 Penalty: 4727.722656
	Iteration 30Q: 3 clusters Score -1143827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1143836.500000 Penalty: 4727.722656
	Iteration 31Q: 3 clusters Score -1143836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1143841.375000 Penalty: 4727.722656
	Iteration 32Q: 3 clusters Score -1143841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1143852.875000 Penalty: 4727.722656
	Iteration 33Q: 3 clusters Score -1143853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1143855.375000 Penalty: 4727.722656
	Iteration 34Q: 3 clusters Score -1143855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1143862.875000 Penalty: 4727.722656
	Iteration 35Q: 3 clusters Score -1143863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1143865.000000 Penalty: 4727.722656
	Iteration 36Q: 3 clusters Score -1143865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1143867.250000 Penalty: 4727.722656
	Iteration 37Q: 3 clusters Score -1143867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1143873.000000 Penalty: 4727.722656
	Iteration 38Q: 3 clusters Score -1143873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1143877.750000 Penalty: 4727.722656
	Iteration 39Q: 3 clusters Score -1143878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1143880.750000 Penalty: 4727.722656
	Iteration 40F: 3 clusters Score -1143881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1143881.125000 Penalty: 4727.722656
	Iteration 41Q: 3 clusters Score -1143881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1143883.000000 Penalty: 4727.722656
	Iteration 42Q: 3 clusters Score -1143883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1143882.875000 Penalty: 4727.722656
	Iteration 43Q: 3 clusters Score -1143883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1143886.250000 Penalty: 4727.722656
	Iteration 44Q: 3 clusters Score -1143886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1143884.875000 Penalty: 4727.722656
	Iteration 45Q: 3 clusters Score -1143885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1143885.125000 Penalty: 4727.722656
	Iteration 46Q: 3 clusters Score -1143885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1143887.500000 Penalty: 4727.722656
	Iteration 47Q: 3 clusters Score -1143888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1143888.125000 Penalty: 4727.722656
	Iteration 48Q: 3 clusters Score -1143888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1143891.500000 Penalty: 4727.722656
	Iteration 49Q: 3 clusters Score -1143892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1143893.250000 Penalty: 4727.722656
	Iteration 50Q: 3 clusters Score -1143893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1143893.000000 Penalty: 4727.722656
	Iteration 51Q: 3 clusters Score -1143893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1143896.500000 Penalty: 4727.722656
	Iteration 52Q: 3 clusters Score -1143896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1143894.375000 Penalty: 4727.722656
	Iteration 53Q: 3 clusters Score -1143894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1143895.000000 Penalty: 4727.722656
	Iteration 54Q: 3 clusters Score -1143895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1143896.500000 Penalty: 4727.722656
	Iteration 55Q: 3 clusters Score -1143896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1143898.125000 Penalty: 4727.722656
	Iteration 56Q: 3 clusters Score -1143898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1143896.625000 Penalty: 4727.722656
	Iteration 57Q: 3 clusters Score -1143897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1143900.125000 Penalty: 4727.722656
	Iteration 58Q: 3 clusters Score -1143900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1143899.750000 Penalty: 4727.722656
	Iteration 59Q: 3 clusters Score -1143900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1143905.125000 Penalty: 4727.722656
	Iteration 60F: 3 clusters Score -1143905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1143905.750000 Penalty: 4727.722656
	Iteration 61Q: 3 clusters Score -1143906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1143906.875000 Penalty: 4727.722656
	Iteration 62Q: 3 clusters Score -1143907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1143906.875000 Penalty: 4727.722656
	Iteration 63Q: 3 clusters Score -1143907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1143907.125000 Penalty: 4727.722656
	Iteration 64Q: 3 clusters Score -1143907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1143907.125000 Penalty: 4727.722656
	Iteration 65Q: 3 clusters Score -1143907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1143909.875000 Penalty: 4727.722656
	Iteration 66Q: 3 clusters Score -1143910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1143913.500000 Penalty: 4727.722656
	Iteration 67Q: 3 clusters Score -1143914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1143917.500000 Penalty: 4727.722656
	Iteration 68Q: 3 clusters Score -1143918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1143916.875000 Penalty: 4727.722656
	Iteration 69Q: 3 clusters Score -1143917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1143915.750000 Penalty: 4727.722656
	Iteration 70Q: 3 clusters Score -1143916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1143920.625000 Penalty: 4727.722656
	Iteration 71Q: 3 clusters Score -1143921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1143921.875000 Penalty: 4727.722656
	Iteration 72Q: 3 clusters Score -1143922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1143924.000000 Penalty: 4727.722656
	Iteration 73Q: 3 clusters Score -1143924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1143925.500000 Penalty: 4727.722656
	Iteration 74Q: 3 clusters Score -1143926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1143926.500000 Penalty: 4727.722656
	Iteration 75Q: 3 clusters Score -1143926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1143928.000000 Penalty: 4727.722656
	Iteration 76Q: 3 clusters Score -1143928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1143927.625000 Penalty: 4727.722656
	Iteration 77Q: 3 clusters Score -1143928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1143927.625000 Penalty: 4727.722656
	Iteration 78Q: 3 clusters Score -1143928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1143929.750000 Penalty: 4727.722656
	Iteration 79Q: 3 clusters Score -1143930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1143930.500000 Penalty: 4727.722656
	Iteration 80F: 3 clusters Score -1143930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1143931.750000 Penalty: 4727.722656
	Iteration 81Q: 3 clusters Score -1143932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1143934.625000 Penalty: 4727.722656
	Iteration 82Q: 3 clusters Score -1143935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1143936.750000 Penalty: 4727.722656
	Iteration 83Q: 3 clusters Score -1143937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1143941.000000 Penalty: 4727.722656
	Iteration 84Q: 3 clusters Score -1143941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1143938.625000 Penalty: 4727.722656
	Iteration 85Q: 3 clusters Score -1143939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1143942.500000 Penalty: 4727.722656
	Iteration 86Q: 3 clusters Score -1143942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1143943.750000 Penalty: 4727.722656
	Iteration 87Q: 3 clusters Score -1143944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1143943.125000 Penalty: 4727.722656
	Iteration 88Q: 3 clusters Score -1143943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1143944.750000 Penalty: 4727.722656
	Iteration 89Q: 3 clusters Score -1143945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1143942.750000 Penalty: 4727.722656
	Iteration 90Q: 3 clusters Score -1143943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1143943.125000 Penalty: 4727.722656
	Iteration 91Q: 3 clusters Score -1143943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1143943.125000 Penalty: 4727.722656
	Iteration 92F: 3 clusters Score -1143943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -175174.234375 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -175174.2 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 1089 members 
Entering Unmasked Estep 
Score: -172424.984375 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -172425 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -172920.968750 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -172921 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -173075.921875 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -173075.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -173154.062500 Penalty: 3821.139648
	Iteration 3Q: 3 clusters Score -173154.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -173204.796875 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -173204.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -173249.234375 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -173249.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -173284.671875 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -173284.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -173329.968750 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -173330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -173373.281250 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -173373.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -173405.937500 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -173405.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -173427.171875 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -173427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -173441.171875 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -173441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -173449.515625 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -173449.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -173456.906250 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -173456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -173463.593750 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -173463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -173474.875000 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -173474.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173483.531250 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -173483.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -173498.828125 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -173498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -173515.203125 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -173515.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -173530.843750 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -173530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -173554.968750 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -173555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -173594.609375 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -173594.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -173629.515625 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -173629.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173663.546875 Penalty: 3821.139648
	Iteration 23Q: 3 clusters Score -173663.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -173696.234375 Penalty: 3821.139648
	Iteration 24Q: 3 clusters Score -173696.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173725.953125 Penalty: 3821.139648
	Iteration 25Q: 3 clusters Score -173726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173753.640625 Penalty: 3821.139648
	Iteration 26Q: 3 clusters Score -173753.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -173782.937500 Penalty: 3821.139648
	Iteration 27Q: 3 clusters Score -173782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -173811.015625 Penalty: 3821.139648
	Iteration 28Q: 3 clusters Score -173811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173837.046875 Penalty: 3821.139648
	Iteration 29Q: 3 clusters Score -173837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -173862.062500 Penalty: 3821.139648
	Iteration 30Q: 3 clusters Score -173862.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173885.718750 Penalty: 3821.139648
	Iteration 31Q: 3 clusters Score -173885.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -173902.140625 Penalty: 3821.139648
	Iteration 32Q: 3 clusters Score -173902.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -173920.078125 Penalty: 3821.139648
	Iteration 33Q: 3 clusters Score -173920.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -173932.968750 Penalty: 3821.139648
	Iteration 34Q: 3 clusters Score -173933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -173941.765625 Penalty: 3821.139648
	Iteration 35Q: 3 clusters Score -173941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173952.218750 Penalty: 3821.139648
	Iteration 36Q: 3 clusters Score -173952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -173960.062500 Penalty: 3821.139648
	Iteration 37Q: 3 clusters Score -173960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -173966.546875 Penalty: 3821.139648
	Iteration 38Q: 3 clusters Score -173966.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173970.625000 Penalty: 3821.139648
	Iteration 39Q: 3 clusters Score -173970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173976.343750 Penalty: 3821.139648
	Iteration 40F: 3 clusters Score -173976.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173986.390625 Penalty: 3821.139648
	Iteration 41Q: 3 clusters Score -173986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -173999.875000 Penalty: 3821.139648
	Iteration 42Q: 3 clusters Score -173999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -174008.468750 Penalty: 3821.139648
	Iteration 43Q: 3 clusters Score -174008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -174013.375000 Penalty: 3821.139648
	Iteration 44Q: 3 clusters Score -174013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -174019.375000 Penalty: 3821.139648
	Iteration 45Q: 3 clusters Score -174019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -174026.250000 Penalty: 3821.139648
	Iteration 46Q: 3 clusters Score -174026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -174028.921875 Penalty: 3821.139648
	Iteration 47Q: 3 clusters Score -174028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -174031.078125 Penalty: 3821.139648
	Iteration 48Q: 3 clusters Score -174031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -174033.234375 Penalty: 3821.139648
	Iteration 49Q: 3 clusters Score -174033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -174033.234375 Penalty: 3821.139648
	Iteration 50F: 3 clusters Score -174033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Entering Unmasked Estep 
Score: -772287.125000 Penalty: 2267.390625
	Iteration 0F: 2 clusters Score -772287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -765073.312500 Penalty: 4534.781250
	Iteration 0F: 3 clusters Score -765073.3 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -767338.250000 Penalty: 4534.781250
	Iteration 1F: 3 clusters Score -767338.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -767859.812500 Penalty: 4534.781250
	Iteration 2F: 3 clusters Score -767859.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -768263.125000 Penalty: 4534.781250
	Iteration 3F: 3 clusters Score -768263.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -768566.000000 Penalty: 4534.781250
	Iteration 4F: 3 clusters Score -768566 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -768753.750000 Penalty: 4534.781250
	Iteration 5Q: 3 clusters Score -768753.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -768929.187500 Penalty: 4534.781250
	Iteration 6Q: 3 clusters Score -768929.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -769099.250000 Penalty: 4534.781250
	Iteration 7Q: 3 clusters Score -769099.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -769288.750000 Penalty: 4534.781250
	Iteration 8Q: 3 clusters Score -769288.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -769460.937500 Penalty: 4534.781250
	Iteration 9Q: 3 clusters Score -769460.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -769641.187500 Penalty: 4534.781250
	Iteration 10Q: 3 clusters Score -769641.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -769856.375000 Penalty: 4534.781250
	Iteration 11Q: 3 clusters Score -769856.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -770046.312500 Penalty: 4534.781250
	Iteration 12Q: 3 clusters Score -770046.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -770218.375000 Penalty: 4534.781250
	Iteration 13Q: 3 clusters Score -770218.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -770372.687500 Penalty: 4534.781250
	Iteration 14Q: 3 clusters Score -770372.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -770494.312500 Penalty: 4534.781250
	Iteration 15Q: 3 clusters Score -770494.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -770579.750000 Penalty: 4534.781250
	Iteration 16Q: 3 clusters Score -770579.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -770637.687500 Penalty: 4534.781250
	Iteration 17Q: 3 clusters Score -770637.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -770678.312500 Penalty: 4534.781250
	Iteration 18Q: 3 clusters Score -770678.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -770711.062500 Penalty: 4534.781250
	Iteration 19Q: 3 clusters Score -770711.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -770731.250000 Penalty: 4534.781250
	Iteration 20F: 3 clusters Score -770731.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -770744.062500 Penalty: 4534.781250
	Iteration 21Q: 3 clusters Score -770744.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -770754.812500 Penalty: 4534.781250
	Iteration 22Q: 3 clusters Score -770754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -770760.375000 Penalty: 4534.781250
	Iteration 23Q: 3 clusters Score -770760.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -770762.750000 Penalty: 4534.781250
	Iteration 24Q: 3 clusters Score -770762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -770765.375000 Penalty: 4534.781250
	Iteration 25Q: 3 clusters Score -770765.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -770768.375000 Penalty: 4534.781250
	Iteration 26Q: 3 clusters Score -770768.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -770774.187500 Penalty: 4534.781250
	Iteration 27Q: 3 clusters Score -770774.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -770777.250000 Penalty: 4534.781250
	Iteration 28Q: 3 clusters Score -770777.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -770780.437500 Penalty: 4534.781250
	Iteration 29Q: 3 clusters Score -770780.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -770786.000000 Penalty: 4534.781250
	Iteration 30Q: 3 clusters Score -770786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -770785.062500 Penalty: 4534.781250
	Iteration 31Q: 3 clusters Score -770785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -770785.750000 Penalty: 4534.781250
	Iteration 32Q: 3 clusters Score -770785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -770783.562500 Penalty: 4534.781250
	Iteration 33Q: 3 clusters Score -770783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -770783.937500 Penalty: 4534.781250
	Iteration 34Q: 3 clusters Score -770783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -770782.562500 Penalty: 4534.781250
	Iteration 35Q: 3 clusters Score -770782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -770784.875000 Penalty: 4534.781250
	Iteration 36Q: 3 clusters Score -770784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -770785.687500 Penalty: 4534.781250
	Iteration 37Q: 3 clusters Score -770785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -770786.125000 Penalty: 4534.781250
	Iteration 38Q: 3 clusters Score -770786.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -770787.875000 Penalty: 4534.781250
	Iteration 39Q: 3 clusters Score -770787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -770789.687500 Penalty: 4534.781250
	Iteration 40F: 3 clusters Score -770789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -770790.312500 Penalty: 4534.781250
	Iteration 41Q: 3 clusters Score -770790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -770791.000000 Penalty: 4534.781250
	Iteration 42Q: 3 clusters Score -770791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -770793.437500 Penalty: 4534.781250
	Iteration 43Q: 3 clusters Score -770793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -770793.375000 Penalty: 4534.781250
	Iteration 44Q: 3 clusters Score -770793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -770793.125000 Penalty: 4534.781250
	Iteration 45Q: 3 clusters Score -770793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -770795.375000 Penalty: 4534.781250
	Iteration 46Q: 3 clusters Score -770795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -770796.125000 Penalty: 4534.781250
	Iteration 47Q: 3 clusters Score -770796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -770795.875000 Penalty: 4534.781250
	Iteration 48Q: 3 clusters Score -770795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -770798.562500 Penalty: 4534.781250
	Iteration 49Q: 3 clusters Score -770798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -770796.812500 Penalty: 4534.781250
	Iteration 50Q: 3 clusters Score -770796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -770795.625000 Penalty: 4534.781250
	Iteration 51Q: 3 clusters Score -770795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -770794.875000 Penalty: 4534.781250
	Iteration 52Q: 3 clusters Score -770794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -770798.562500 Penalty: 4534.781250
	Iteration 53Q: 3 clusters Score -770798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -770800.125000 Penalty: 4534.781250
	Iteration 54Q: 3 clusters Score -770800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -770800.687500 Penalty: 4534.781250
	Iteration 55Q: 3 clusters Score -770800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -770799.375000 Penalty: 4534.781250
	Iteration 56Q: 3 clusters Score -770799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -770802.000000 Penalty: 4534.781250
	Iteration 57Q: 3 clusters Score -770802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -770805.375000 Penalty: 4534.781250
	Iteration 58Q: 3 clusters Score -770805.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -770806.937500 Penalty: 4534.781250
	Iteration 59Q: 3 clusters Score -770806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -770807.937500 Penalty: 4534.781250
	Iteration 60F: 3 clusters Score -770807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -770806.937500 Penalty: 4534.781250
	Iteration 61Q: 3 clusters Score -770806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -770808.062500 Penalty: 4534.781250
	Iteration 62Q: 3 clusters Score -770808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -770809.000000 Penalty: 4534.781250
	Iteration 63Q: 3 clusters Score -770809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -770809.625000 Penalty: 4534.781250
	Iteration 64Q: 3 clusters Score -770809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -770809.375000 Penalty: 4534.781250
	Iteration 65Q: 3 clusters Score -770809.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -770813.187500 Penalty: 4534.781250
	Iteration 66Q: 3 clusters Score -770813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -770815.750000 Penalty: 4534.781250
	Iteration 67Q: 3 clusters Score -770815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -770816.312500 Penalty: 4534.781250
	Iteration 68Q: 3 clusters Score -770816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -770819.312500 Penalty: 4534.781250
	Iteration 69Q: 3 clusters Score -770819.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -770821.562500 Penalty: 4534.781250
	Iteration 70Q: 3 clusters Score -770821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -770824.812500 Penalty: 4534.781250
	Iteration 71Q: 3 clusters Score -770824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -770827.125000 Penalty: 4534.781250
	Iteration 72Q: 3 clusters Score -770827.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -770832.125000 Penalty: 4534.781250
	Iteration 73Q: 3 clusters Score -770832.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -770835.937500 Penalty: 4534.781250
	Iteration 74Q: 3 clusters Score -770835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -770835.437500 Penalty: 4534.781250
	Iteration 75Q: 3 clusters Score -770835.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -770841.250000 Penalty: 4534.781250
	Iteration 76Q: 3 clusters Score -770841.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -770844.812500 Penalty: 4534.781250
	Iteration 77Q: 3 clusters Score -770844.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -770851.812500 Penalty: 4534.781250
	Iteration 78Q: 3 clusters Score -770851.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -770857.562500 Penalty: 4534.781250
	Iteration 79Q: 3 clusters Score -770857.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -770862.312500 Penalty: 4534.781250
	Iteration 80F: 3 clusters Score -770862.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -770868.375000 Penalty: 4534.781250
	Iteration 81Q: 3 clusters Score -770868.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -770877.687500 Penalty: 4534.781250
	Iteration 82Q: 3 clusters Score -770877.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -770887.812500 Penalty: 4534.781250
	Iteration 83Q: 3 clusters Score -770887.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -770894.812500 Penalty: 4534.781250
	Iteration 84Q: 3 clusters Score -770894.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -770901.187500 Penalty: 4534.781250
	Iteration 85Q: 3 clusters Score -770901.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -770910.250000 Penalty: 4534.781250
	Iteration 86Q: 3 clusters Score -770910.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -770920.875000 Penalty: 4534.781250
	Iteration 87Q: 3 clusters Score -770920.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -770932.937500 Penalty: 4534.781250
	Iteration 88Q: 3 clusters Score -770932.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -770938.625000 Penalty: 4534.781250
	Iteration 89Q: 3 clusters Score -770938.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -770946.937500 Penalty: 4534.781250
	Iteration 90Q: 3 clusters Score -770946.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -770954.312500 Penalty: 4534.781250
	Iteration 91Q: 3 clusters Score -770954.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -770963.750000 Penalty: 4534.781250
	Iteration 92Q: 3 clusters Score -770963.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -770975.312500 Penalty: 4534.781250
	Iteration 93Q: 3 clusters Score -770975.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -770991.062500 Penalty: 4534.781250
	Iteration 94Q: 3 clusters Score -770991.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -771007.812500 Penalty: 4534.781250
	Iteration 95Q: 3 clusters Score -771007.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -771026.375000 Penalty: 4534.781250
	Iteration 96Q: 3 clusters Score -771026.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -771047.125000 Penalty: 4534.781250
	Iteration 97Q: 3 clusters Score -771047.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -771072.187500 Penalty: 4534.781250
	Iteration 98Q: 3 clusters Score -771072.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -771106.187500 Penalty: 4534.781250
	Iteration 99Q: 3 clusters Score -771106.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -771138.375000 Penalty: 4534.781250
	Iteration 100F: 3 clusters Score -771138.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -771165.937500 Penalty: 4534.781250
	Iteration 101Q: 3 clusters Score -771165.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -771197.875000 Penalty: 4534.781250
	Iteration 102Q: 3 clusters Score -771197.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -771230.312500 Penalty: 4534.781250
	Iteration 103Q: 3 clusters Score -771230.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -771261.375000 Penalty: 4534.781250
	Iteration 104Q: 3 clusters Score -771261.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -771297.000000 Penalty: 4534.781250
	Iteration 105Q: 3 clusters Score -771297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -771316.000000 Penalty: 4534.781250
	Iteration 106Q: 3 clusters Score -771316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -771335.187500 Penalty: 4534.781250
	Iteration 107Q: 3 clusters Score -771335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -771344.812500 Penalty: 4534.781250
	Iteration 108Q: 3 clusters Score -771344.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -771356.500000 Penalty: 4534.781250
	Iteration 109Q: 3 clusters Score -771356.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -771368.000000 Penalty: 4534.781250
	Iteration 110Q: 3 clusters Score -771368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -771375.562500 Penalty: 4534.781250
	Iteration 111Q: 3 clusters Score -771375.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -771382.375000 Penalty: 4534.781250
	Iteration 112Q: 3 clusters Score -771382.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -771387.062500 Penalty: 4534.781250
	Iteration 113Q: 3 clusters Score -771387.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -771390.312500 Penalty: 4534.781250
	Iteration 114Q: 3 clusters Score -771390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -771390.312500 Penalty: 4534.781250
	Iteration 115Q: 3 clusters Score -771390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -771393.625000 Penalty: 4534.781250
	Iteration 116Q: 3 clusters Score -771393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -771394.812500 Penalty: 4534.781250
	Iteration 117Q: 3 clusters Score -771394.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -771394.812500 Penalty: 4534.781250
	Iteration 118Q: 3 clusters Score -771394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -771397.562500 Penalty: 4534.781250
	Iteration 119Q: 3 clusters Score -771397.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -771399.000000 Penalty: 4534.781250
	Iteration 120F: 3 clusters Score -771399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Entering Unmasked Estep 
Score: -1120804.750000 Penalty: 2363.663330
	Iteration 0F: 2 clusters Score -1120805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1110769.625000 Penalty: 4727.326660
	Iteration 0F: 3 clusters Score -1110770 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1113946.750000 Penalty: 4727.326660
	Iteration 1F: 3 clusters Score -1113947 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1114544.625000 Penalty: 4727.326660
	Iteration 2F: 3 clusters Score -1114545 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1115435.500000 Penalty: 4727.326660
	Iteration 3F: 3 clusters Score -1115436 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1116477.500000 Penalty: 4727.326660
	Iteration 4F: 3 clusters Score -1116478 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1117556.625000 Penalty: 4727.326660
	Iteration 5F: 3 clusters Score -1117557 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1118743.750000 Penalty: 4727.326660
	Iteration 6F: 3 clusters Score -1118744 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1119706.750000 Penalty: 4727.326660
	Iteration 7F: 3 clusters Score -1119707 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1120268.125000 Penalty: 4727.326660
	Iteration 8Q: 3 clusters Score -1120268 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1120532.375000 Penalty: 4727.326660
	Iteration 9Q: 3 clusters Score -1120532 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1120653.625000 Penalty: 4727.326660
	Iteration 10Q: 3 clusters Score -1120654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1120708.625000 Penalty: 4727.326660
	Iteration 11Q: 3 clusters Score -1120709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1120735.500000 Penalty: 4727.326660
	Iteration 12Q: 3 clusters Score -1120736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1120758.250000 Penalty: 4727.326660
	Iteration 13Q: 3 clusters Score -1120758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1120774.250000 Penalty: 4727.326660
	Iteration 14Q: 3 clusters Score -1120774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1120780.500000 Penalty: 4727.326660
	Iteration 15Q: 3 clusters Score -1120780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1120789.875000 Penalty: 4727.326660
	Iteration 16Q: 3 clusters Score -1120790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1120791.500000 Penalty: 4727.326660
	Iteration 17Q: 3 clusters Score -1120792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1120798.500000 Penalty: 4727.326660
	Iteration 18Q: 3 clusters Score -1120798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1120797.500000 Penalty: 4727.326660
	Iteration 19Q: 3 clusters Score -1120798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1120798.500000 Penalty: 4727.326660
	Iteration 20F: 3 clusters Score -1120798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1120800.250000 Penalty: 4727.326660
	Iteration 21Q: 3 clusters Score -1120800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1120801.375000 Penalty: 4727.326660
	Iteration 22Q: 3 clusters Score -1120801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1120804.125000 Penalty: 4727.326660
	Iteration 23Q: 3 clusters Score -1120804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1120806.500000 Penalty: 4727.326660
	Iteration 24Q: 3 clusters Score -1120806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1120805.750000 Penalty: 4727.326660
	Iteration 25Q: 3 clusters Score -1120806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1120807.750000 Penalty: 4727.326660
	Iteration 26Q: 3 clusters Score -1120808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1120808.125000 Penalty: 4727.326660
	Iteration 27Q: 3 clusters Score -1120808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1120814.000000 Penalty: 4727.326660
	Iteration 28Q: 3 clusters Score -1120814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1120816.625000 Penalty: 4727.326660
	Iteration 29Q: 3 clusters Score -1120817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1120814.875000 Penalty: 4727.326660
	Iteration 30Q: 3 clusters Score -1120815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1120818.750000 Penalty: 4727.326660
	Iteration 31Q: 3 clusters Score -1120819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1120822.000000 Penalty: 4727.326660
	Iteration 32Q: 3 clusters Score -1120822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1120826.500000 Penalty: 4727.326660
	Iteration 33Q: 3 clusters Score -1120826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1120827.000000 Penalty: 4727.326660
	Iteration 34Q: 3 clusters Score -1120827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1120825.625000 Penalty: 4727.326660
	Iteration 35Q: 3 clusters Score -1120826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1120829.375000 Penalty: 4727.326660
	Iteration 36Q: 3 clusters Score -1120829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1120831.125000 Penalty: 4727.326660
	Iteration 37Q: 3 clusters Score -1120831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1120831.375000 Penalty: 4727.326660
	Iteration 38Q: 3 clusters Score -1120831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1120830.375000 Penalty: 4727.326660
	Iteration 39Q: 3 clusters Score -1120830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1120830.375000 Penalty: 4727.326660
	Iteration 40F: 3 clusters Score -1120830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 19966 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Mstep: Class 52 contains 9042 members 
Entering Unmasked Estep 
Score: -51169996.000000 Penalty: 172761.734375
Splitting cluster 5 changes total score from -51170972.000000 to -51169996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -452614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -447724.375000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -447724.4 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -448921.875000 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -448921.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -449153.500000 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -449153.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -449283.656250 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -449283.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -449357.031250 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -449357 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -449401.531250 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -449401.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -449433.187500 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -449433.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -449457.187500 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -449457.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -449477.500000 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -449477.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -449494.375000 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -449494.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -449507.000000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -449507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -449521.125000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -449521.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -449529.562500 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -449529.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -449536.875000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -449536.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -449541.937500 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -449541.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -449546.781250 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -449546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -449551.562500 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -449551.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -449555.312500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -449555.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -449558.531250 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -449558.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -449562.156250 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -449562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -449565.375000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -449565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -449568.093750 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -449568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -449571.312500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -449571.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -449575.031250 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -449575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -449582.187500 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -449582.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -449588.093750 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -449588.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -449598.281250 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -449598.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -449607.625000 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -449607.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -449615.968750 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -449616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -449627.968750 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -449628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -449641.906250 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -449641.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -449657.812500 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -449657.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -449666.437500 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -449666.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -449676.375000 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -449676.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -449686.750000 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -449686.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -449696.468750 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -449696.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -449708.812500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -449708.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -449720.562500 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -449720.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -449733.906250 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -449733.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -449752.281250 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -449752.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -449771.968750 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -449772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -449794.625000 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -449794.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -449818.500000 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -449818.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -449851.687500 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -449851.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -449887.250000 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -449887.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -449924.906250 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -449924.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -449975.406250 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -449975.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -450030.375000 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -450030.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -450077.375000 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -450077.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -450120.406250 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -450120.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -450166.437500 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -450166.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -450216.843750 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -450216.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -450284.593750 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -450284.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -450366.562500 Penalty: 4283.212891
	Iteration 53Q: 3 clusters Score -450366.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -450432.875000 Penalty: 4283.212891
	Iteration 54Q: 3 clusters Score -450432.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -450510.218750 Penalty: 4283.212891
	Iteration 55Q: 3 clusters Score -450510.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -450564.406250 Penalty: 4283.212891
	Iteration 56Q: 3 clusters Score -450564.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -450607.718750 Penalty: 4283.212891
	Iteration 57Q: 3 clusters Score -450607.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -450644.625000 Penalty: 4283.212891
	Iteration 58Q: 3 clusters Score -450644.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -450676.281250 Penalty: 4283.212891
	Iteration 59Q: 3 clusters Score -450676.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -450700.625000 Penalty: 4283.212891
	Iteration 60F: 3 clusters Score -450700.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -450714.593750 Penalty: 4283.212891
	Iteration 61Q: 3 clusters Score -450714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -450723.625000 Penalty: 4283.212891
	Iteration 62Q: 3 clusters Score -450723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -450730.656250 Penalty: 4283.212891
	Iteration 63Q: 3 clusters Score -450730.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -450738.937500 Penalty: 4283.212891
	Iteration 64Q: 3 clusters Score -450738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -450746.062500 Penalty: 4283.212891
	Iteration 65Q: 3 clusters Score -450746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -450752.250000 Penalty: 4283.212891
	Iteration 66Q: 3 clusters Score -450752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -450757.218750 Penalty: 4283.212891
	Iteration 67Q: 3 clusters Score -450757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -450763.937500 Penalty: 4283.212891
	Iteration 68Q: 3 clusters Score -450763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -450765.843750 Penalty: 4283.212891
	Iteration 69Q: 3 clusters Score -450765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -450766.062500 Penalty: 4283.212891
	Iteration 70Q: 3 clusters Score -450766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -450769.000000 Penalty: 4283.212891
	Iteration 71Q: 3 clusters Score -450769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -450768.968750 Penalty: 4283.212891
	Iteration 72Q: 3 clusters Score -450769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -450768.968750 Penalty: 4283.212891
	Iteration 73F: 3 clusters Score -450769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -100277.500000 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -100277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -98086.773438 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -98086.77 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98406.710938 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -98406.71 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -98537.015625 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -98537.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98612.187500 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -98612.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -98705.671875 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -98705.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98779.484375 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -98779.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98828.320312 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -98828.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98869.234375 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -98869.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98906.031250 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -98906.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98928.773438 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -98928.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98947.640625 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -98947.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98960.695312 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -98960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98969.882812 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -98969.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98983.843750 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -98983.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98992.929688 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -98992.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99001.203125 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -99001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99011.546875 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -99011.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99023.046875 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -99023.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -99036.281250 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -99036.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99046.531250 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -99046.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99050.062500 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -99050.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99055.539062 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -99055.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99058.875000 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -99058.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99063.593750 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -99063.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99066.750000 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -99066.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99067.632812 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -99067.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99073.343750 Penalty: 3572.519775
	Iteration 26Q: 3 clusters Score -99073.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99076.429688 Penalty: 3572.519775
	Iteration 27Q: 3 clusters Score -99076.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99077.867188 Penalty: 3572.519775
	Iteration 28Q: 3 clusters Score -99077.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99080.937500 Penalty: 3572.519775
	Iteration 29Q: 3 clusters Score -99080.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99080.937500 Penalty: 3572.519775
	Iteration 30F: 3 clusters Score -99080.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -101386.515625 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -101386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -99042.398438 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -99042.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -100015.421875 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -100015.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -100523.742188 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -100523.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100818.289062 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -100818.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -101023.148438 Penalty: 3719.988525
	Iteration 4F: 3 clusters Score -101023.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -101199.023438 Penalty: 3719.988525
	Iteration 5Q: 3 clusters Score -101199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -101292.937500 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -101292.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -101337.320312 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -101337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -101365.773438 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -101365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -101385.648438 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -101385.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -101394.578125 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -101394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -101395.398438 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -101395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -101403.656250 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -101403.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -101406.992188 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -101407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -101410.328125 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -101410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -101411.640625 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -101411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -101412.273438 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -101412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101412.351562 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -101412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101412.351562 Penalty: 3719.988525
	Iteration 18F: 3 clusters Score -101412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 19966 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Mstep: Class 52 contains 928 members 
Entering Unmasked Estep 
Score: -51169672.000000 Penalty: 172761.734375
Splitting cluster 8 changes total score from -51170972.000000 to -51169672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -139725.187500 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -139725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -137273.640625 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -137273.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -137797.343750 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -137797.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138034.421875 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -138034.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -138214.781250 Penalty: 3724.630127
	Iteration 3F: 3 clusters Score -138214.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -138337.140625 Penalty: 3724.630127
	Iteration 4Q: 3 clusters Score -138337.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -138465.531250 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -138465.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -138633.984375 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -138634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -138789.687500 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -138789.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -138938.484375 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -138938.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139079.046875 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -139079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -139207.656250 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -139207.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -139329.421875 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -139329.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -139388.265625 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -139388.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -139426.343750 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -139426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -139451.453125 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -139451.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -139478.875000 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -139478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139511.765625 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -139511.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -139555.828125 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -139555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139602.062500 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -139602.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -139655.281250 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -139655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139684.562500 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -139684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -139715.500000 Penalty: 3724.630127
	Iteration 21Q: 3 clusters Score -139715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -139749.265625 Penalty: 3724.630127
	Iteration 22Q: 3 clusters Score -139749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -139784.734375 Penalty: 3724.630127
	Iteration 23Q: 3 clusters Score -139784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -139789.609375 Penalty: 3724.630127
	Iteration 24Q: 3 clusters Score -139789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -139791.734375 Penalty: 3724.630127
	Iteration 25Q: 3 clusters Score -139791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139795.484375 Penalty: 3724.630127
	Iteration 26Q: 3 clusters Score -139795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139796.718750 Penalty: 3724.630127
	Iteration 27Q: 3 clusters Score -139796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -139798.953125 Penalty: 3724.630127
	Iteration 28Q: 3 clusters Score -139799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -139803.515625 Penalty: 3724.630127
	Iteration 29Q: 3 clusters Score -139803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -139822.093750 Penalty: 3724.630127
	Iteration 30Q: 3 clusters Score -139822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -139859.734375 Penalty: 3724.630127
	Iteration 31Q: 3 clusters Score -139859.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -139966.609375 Penalty: 3724.630127
	Iteration 32Q: 3 clusters Score -139966.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -140247.312500 Penalty: 3724.630127
	Iteration 33Q: 3 clusters Score -140247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140297.000000 Penalty: 3724.630127
	Iteration 34Q: 3 clusters Score -140297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -140297.000000 Penalty: 3724.630127
	Iteration 35F: 3 clusters Score -140297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 19966 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Mstep: Class 52 contains 997 members 
Entering Unmasked Estep 
Score: -51170132.000000 Penalty: 172761.734375
Splitting cluster 9 changes total score from -51170972.000000 to -51170132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -52952.398438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -52952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51265.347656 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51265.35 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51466.796875 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -51466.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51517.175781 Penalty: 3216.379150
	Iteration 2Q: 3 clusters Score -51517.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51539.523438 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -51539.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51560.964844 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -51560.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51567.398438 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -51567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51569.156250 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -51569.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51569.156250 Penalty: 3216.379150
	Iteration 7F: 3 clusters Score -51569.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Entering Unmasked Estep 
Score: -669073.312500 Penalty: 2220.855225
	Iteration 0F: 2 clusters Score -669073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -662893.062500 Penalty: 4441.710449
	Iteration 0F: 3 clusters Score -662893.1 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -664578.437500 Penalty: 4441.710449
	Iteration 1F: 3 clusters Score -664578.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -664849.625000 Penalty: 4441.710449
	Iteration 2F: 3 clusters Score -664849.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -665039.187500 Penalty: 4441.710449
	Iteration 3F: 3 clusters Score -665039.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -665181.937500 Penalty: 4441.710449
	Iteration 4Q: 3 clusters Score -665181.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -665282.437500 Penalty: 4441.710449
	Iteration 5Q: 3 clusters Score -665282.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -665354.750000 Penalty: 4441.710449
	Iteration 6Q: 3 clusters Score -665354.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -665415.437500 Penalty: 4441.710449
	Iteration 7Q: 3 clusters Score -665415.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -665466.625000 Penalty: 4441.710449
	Iteration 8Q: 3 clusters Score -665466.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -665535.812500 Penalty: 4441.710449
	Iteration 9Q: 3 clusters Score -665535.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -665607.437500 Penalty: 4441.710449
	Iteration 10Q: 3 clusters Score -665607.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -665683.312500 Penalty: 4441.710449
	Iteration 11Q: 3 clusters Score -665683.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -665750.375000 Penalty: 4441.710449
	Iteration 12Q: 3 clusters Score -665750.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -665826.562500 Penalty: 4441.710449
	Iteration 13Q: 3 clusters Score -665826.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -665908.000000 Penalty: 4441.710449
	Iteration 14Q: 3 clusters Score -665908 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -665997.187500 Penalty: 4441.710449
	Iteration 15Q: 3 clusters Score -665997.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -666089.187500 Penalty: 4441.710449
	Iteration 16Q: 3 clusters Score -666089.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -666211.375000 Penalty: 4441.710449
	Iteration 17Q: 3 clusters Score -666211.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -666355.875000 Penalty: 4441.710449
	Iteration 18Q: 3 clusters Score -666355.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -666488.812500 Penalty: 4441.710449
	Iteration 19Q: 3 clusters Score -666488.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -666598.312500 Penalty: 4441.710449
	Iteration 20F: 3 clusters Score -666598.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -666698.875000 Penalty: 4441.710449
	Iteration 21Q: 3 clusters Score -666698.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -666795.562500 Penalty: 4441.710449
	Iteration 22Q: 3 clusters Score -666795.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -666888.000000 Penalty: 4441.710449
	Iteration 23Q: 3 clusters Score -666888 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -666956.687500 Penalty: 4441.710449
	Iteration 24Q: 3 clusters Score -666956.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -667011.437500 Penalty: 4441.710449
	Iteration 25Q: 3 clusters Score -667011.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -667064.812500 Penalty: 4441.710449
	Iteration 26Q: 3 clusters Score -667064.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -667123.375000 Penalty: 4441.710449
	Iteration 27Q: 3 clusters Score -667123.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -667162.250000 Penalty: 4441.710449
	Iteration 28Q: 3 clusters Score -667162.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -667181.625000 Penalty: 4441.710449
	Iteration 29Q: 3 clusters Score -667181.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -667190.312500 Penalty: 4441.710449
	Iteration 30Q: 3 clusters Score -667190.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -667198.125000 Penalty: 4441.710449
	Iteration 31Q: 3 clusters Score -667198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -667202.125000 Penalty: 4441.710449
	Iteration 32Q: 3 clusters Score -667202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -667204.062500 Penalty: 4441.710449
	Iteration 33Q: 3 clusters Score -667204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -667205.062500 Penalty: 4441.710449
	Iteration 34Q: 3 clusters Score -667205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -667208.750000 Penalty: 4441.710449
	Iteration 35Q: 3 clusters Score -667208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -667212.937500 Penalty: 4441.710449
	Iteration 36Q: 3 clusters Score -667212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -667214.750000 Penalty: 4441.710449
	Iteration 37Q: 3 clusters Score -667214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -667215.875000 Penalty: 4441.710449
	Iteration 38Q: 3 clusters Score -667215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -667217.812500 Penalty: 4441.710449
	Iteration 39Q: 3 clusters Score -667217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -667221.500000 Penalty: 4441.710449
	Iteration 40F: 3 clusters Score -667221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -667223.437500 Penalty: 4441.710449
	Iteration 41Q: 3 clusters Score -667223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -667227.562500 Penalty: 4441.710449
	Iteration 42Q: 3 clusters Score -667227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -667232.687500 Penalty: 4441.710449
	Iteration 43Q: 3 clusters Score -667232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -667234.250000 Penalty: 4441.710449
	Iteration 44Q: 3 clusters Score -667234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -667234.000000 Penalty: 4441.710449
	Iteration 45Q: 3 clusters Score -667234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -667234.625000 Penalty: 4441.710449
	Iteration 46Q: 3 clusters Score -667234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -667234.625000 Penalty: 4441.710449
	Iteration 47F: 3 clusters Score -667234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -170811.828125 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -170811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -168171.781250 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -168171.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -168683.046875 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -168683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -168777.046875 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -168777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -168828.390625 Penalty: 3804.532715
	Iteration 3Q: 3 clusters Score -168828.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -168864.812500 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -168864.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -168893.265625 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -168893.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -168914.765625 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -168914.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -168940.328125 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -168940.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -168966.031250 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -168966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -168981.906250 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -168981.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -168990.984375 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -168991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -169000.140625 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -169000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -169005.562500 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -169005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -169011.281250 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -169011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -169012.093750 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -169012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -169013.781250 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -169013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -169015.656250 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -169015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -169017.718750 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -169017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -169019.593750 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -169019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -169021.484375 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -169021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169022.656250 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -169022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169023.390625 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -169023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169023.390625 Penalty: 3804.532715
	Iteration 22F: 3 clusters Score -169023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -123586.984375 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -123587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -121183.046875 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -121183 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -121593.257812 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -121593.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -121721.632812 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -121721.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121796.210938 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -121796.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -121855.726562 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -121855.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -121897.929688 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -121897.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -121934.382812 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -121934.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -121957.437500 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -121957.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -121970.359375 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -121970.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -121981.507812 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -121981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -121989.328125 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -121989.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121995.054688 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -121995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -122002.460938 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -122002.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -122010.421875 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -122010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -122015.640625 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -122015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -122024.453125 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -122024.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -122036.250000 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -122036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -122045.578125 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -122045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -122053.296875 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -122053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -122064.890625 Penalty: 3670.101318
	Iteration 19Q: 3 clusters Score -122064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -122074.820312 Penalty: 3670.101318
	Iteration 20F: 3 clusters Score -122074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -122079.070312 Penalty: 3670.101318
	Iteration 21Q: 3 clusters Score -122079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -122081.812500 Penalty: 3670.101318
	Iteration 22Q: 3 clusters Score -122081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122090.273438 Penalty: 3670.101318
	Iteration 23Q: 3 clusters Score -122090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -122099.921875 Penalty: 3670.101318
	Iteration 24Q: 3 clusters Score -122099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -122105.296875 Penalty: 3670.101318
	Iteration 25Q: 3 clusters Score -122105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122112.343750 Penalty: 3670.101318
	Iteration 26Q: 3 clusters Score -122112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -122116.460938 Penalty: 3670.101318
	Iteration 27Q: 3 clusters Score -122116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -122117.796875 Penalty: 3670.101318
	Iteration 28Q: 3 clusters Score -122117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -122120.312500 Penalty: 3670.101318
	Iteration 29Q: 3 clusters Score -122120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -122122.320312 Penalty: 3670.101318
	Iteration 30Q: 3 clusters Score -122122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -122123.500000 Penalty: 3670.101318
	Iteration 31Q: 3 clusters Score -122123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -122124.125000 Penalty: 3670.101318
	Iteration 32Q: 3 clusters Score -122124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122125.609375 Penalty: 3670.101318
	Iteration 33Q: 3 clusters Score -122125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -122129.164062 Penalty: 3670.101318
	Iteration 34Q: 3 clusters Score -122129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122130.898438 Penalty: 3670.101318
	Iteration 35Q: 3 clusters Score -122130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122130.898438 Penalty: 3670.101318
	Iteration 36F: 3 clusters Score -122130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -778499.312500 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -778499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -770974.562500 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -770974.6 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -773216.625000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -773216.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -773581.937500 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -773581.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -773847.375000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -773847.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -774067.062500 Penalty: 4555.516602
	Iteration 4Q: 3 clusters Score -774067.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -774265.812500 Penalty: 4555.516602
	Iteration 5Q: 3 clusters Score -774265.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -774443.625000 Penalty: 4555.516602
	Iteration 6Q: 3 clusters Score -774443.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -774662.312500 Penalty: 4555.516602
	Iteration 7Q: 3 clusters Score -774662.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -774930.812500 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -774930.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -775300.125000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -775300.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -775704.875000 Penalty: 4555.516602
	Iteration 10F: 3 clusters Score -775704.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -776080.687500 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -776080.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -776428.250000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -776428.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -776709.812500 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -776709.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -776915.687500 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -776915.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -777077.312500 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -777077.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -777182.875000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -777182.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -777238.875000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -777238.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -777268.812500 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -777268.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -777290.000000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -777290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -777308.250000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -777308.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -777327.125000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -777327.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -777346.250000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -777346.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -777352.812500 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -777352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -777357.000000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -777357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -777357.500000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -777357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -777360.750000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -777360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -777362.625000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -777362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -777363.437500 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -777363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -777364.000000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -777364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -777363.687500 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -777363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -777365.437500 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -777365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -777368.437500 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -777368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -777366.750000 Penalty: 4555.516602
	Iteration 33Q: 3 clusters Score -777366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -777370.375000 Penalty: 4555.516602
	Iteration 34Q: 3 clusters Score -777370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -777371.375000 Penalty: 4555.516602
	Iteration 35Q: 3 clusters Score -777371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -777375.750000 Penalty: 4555.516602
	Iteration 36Q: 3 clusters Score -777375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -777375.250000 Penalty: 4555.516602
	Iteration 37Q: 3 clusters Score -777375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -777375.500000 Penalty: 4555.516602
	Iteration 38Q: 3 clusters Score -777375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -777375.562500 Penalty: 4555.516602
	Iteration 39Q: 3 clusters Score -777375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -777375.500000 Penalty: 4555.516602
	Iteration 40F: 3 clusters Score -777375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -238340.781250 Penalty: 1991.460693
	Iteration 0F: 2 clusters Score -238340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -235073.500000 Penalty: 3982.921387
	Iteration 0F: 3 clusters Score -235073.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -235854.609375 Penalty: 3982.921387
	Iteration 1F: 3 clusters Score -235854.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -236187.718750 Penalty: 3982.921387
	Iteration 2F: 3 clusters Score -236187.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -236405.093750 Penalty: 3982.921387
	Iteration 3F: 3 clusters Score -236405.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -236541.000000 Penalty: 3982.921387
	Iteration 4Q: 3 clusters Score -236541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -236646.593750 Penalty: 3982.921387
	Iteration 5Q: 3 clusters Score -236646.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -236718.156250 Penalty: 3982.921387
	Iteration 6Q: 3 clusters Score -236718.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -236774.875000 Penalty: 3982.921387
	Iteration 7Q: 3 clusters Score -236774.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -236823.046875 Penalty: 3982.921387
	Iteration 8Q: 3 clusters Score -236823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -236867.421875 Penalty: 3982.921387
	Iteration 9Q: 3 clusters Score -236867.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236891.578125 Penalty: 3982.921387
	Iteration 10Q: 3 clusters Score -236891.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -236915.593750 Penalty: 3982.921387
	Iteration 11Q: 3 clusters Score -236915.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -236936.984375 Penalty: 3982.921387
	Iteration 12Q: 3 clusters Score -236937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -236963.500000 Penalty: 3982.921387
	Iteration 13Q: 3 clusters Score -236963.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -236987.703125 Penalty: 3982.921387
	Iteration 14Q: 3 clusters Score -236987.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -237017.031250 Penalty: 3982.921387
	Iteration 15Q: 3 clusters Score -237017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -237048.875000 Penalty: 3982.921387
	Iteration 16Q: 3 clusters Score -237048.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -237072.906250 Penalty: 3982.921387
	Iteration 17Q: 3 clusters Score -237072.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -237090.875000 Penalty: 3982.921387
	Iteration 18Q: 3 clusters Score -237090.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -237110.703125 Penalty: 3982.921387
	Iteration 19Q: 3 clusters Score -237110.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -237129.875000 Penalty: 3982.921387
	Iteration 20F: 3 clusters Score -237129.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -237144.750000 Penalty: 3982.921387
	Iteration 21Q: 3 clusters Score -237144.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -237161.062500 Penalty: 3982.921387
	Iteration 22Q: 3 clusters Score -237161.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -237176.781250 Penalty: 3982.921387
	Iteration 23Q: 3 clusters Score -237176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -237186.656250 Penalty: 3982.921387
	Iteration 24Q: 3 clusters Score -237186.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -237194.718750 Penalty: 3982.921387
	Iteration 25Q: 3 clusters Score -237194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -237204.140625 Penalty: 3982.921387
	Iteration 26Q: 3 clusters Score -237204.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -237220.921875 Penalty: 3982.921387
	Iteration 27Q: 3 clusters Score -237220.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -237245.593750 Penalty: 3982.921387
	Iteration 28Q: 3 clusters Score -237245.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -237268.015625 Penalty: 3982.921387
	Iteration 29Q: 3 clusters Score -237268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -237298.796875 Penalty: 3982.921387
	Iteration 30Q: 3 clusters Score -237298.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -237329.281250 Penalty: 3982.921387
	Iteration 31Q: 3 clusters Score -237329.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -237348.437500 Penalty: 3982.921387
	Iteration 32Q: 3 clusters Score -237348.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -237356.421875 Penalty: 3982.921387
	Iteration 33Q: 3 clusters Score -237356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -237360.593750 Penalty: 3982.921387
	Iteration 34Q: 3 clusters Score -237360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -237361.625000 Penalty: 3982.921387
	Iteration 35Q: 3 clusters Score -237361.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -237361.625000 Penalty: 3982.921387
	Iteration 36F: 3 clusters Score -237361.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Entering Unmasked Estep 
Score: -1789703.250000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -1789703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1774266.375000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -1774266 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1779520.125000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -1779520 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1779935.625000 Penalty: 4962.169434
	Iteration 2F: 3 clusters Score -1779936 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1780275.000000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -1780275 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1780515.125000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -1780515 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1780716.500000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -1780716 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1780882.750000 Penalty: 4962.169434
	Iteration 6Q: 3 clusters Score -1780883 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1781034.250000 Penalty: 4962.169434
	Iteration 7Q: 3 clusters Score -1781034 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1781200.750000 Penalty: 4962.169434
	Iteration 8Q: 3 clusters Score -1781201 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1781370.750000 Penalty: 4962.169434
	Iteration 9Q: 3 clusters Score -1781371 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1781543.125000 Penalty: 4962.169434
	Iteration 10Q: 3 clusters Score -1781543 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1781742.000000 Penalty: 4962.169434
	Iteration 11Q: 3 clusters Score -1781742 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1781945.000000 Penalty: 4962.169434
	Iteration 12Q: 3 clusters Score -1781945 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1782154.000000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -1782154 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1782350.625000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -1782351 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1782570.875000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -1782571 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1782805.500000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -1782806 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1783029.750000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -1783030 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1783264.750000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -1783265 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1783538.750000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -1783539 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1783816.000000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -1783816 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1784119.000000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -1784119 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1784460.875000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -1784461 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1784846.250000 Penalty: 4962.169434
	Iteration 23Q: 3 clusters Score -1784846 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1785179.125000 Penalty: 4962.169434
	Iteration 24Q: 3 clusters Score -1785179 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1785478.875000 Penalty: 4962.169434
	Iteration 25Q: 3 clusters Score -1785479 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1785714.750000 Penalty: 4962.169434
	Iteration 26Q: 3 clusters Score -1785715 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1785887.375000 Penalty: 4962.169434
	Iteration 27Q: 3 clusters Score -1785887 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1786041.250000 Penalty: 4962.169434
	Iteration 28Q: 3 clusters Score -1786041 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1786188.625000 Penalty: 4962.169434
	Iteration 29Q: 3 clusters Score -1786189 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1786309.250000 Penalty: 4962.169434
	Iteration 30Q: 3 clusters Score -1786309 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1786426.375000 Penalty: 4962.169434
	Iteration 31Q: 3 clusters Score -1786426 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1786531.750000 Penalty: 4962.169434
	Iteration 32Q: 3 clusters Score -1786532 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1786636.500000 Penalty: 4962.169434
	Iteration 33Q: 3 clusters Score -1786636 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1786745.625000 Penalty: 4962.169434
	Iteration 34Q: 3 clusters Score -1786746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1786838.000000 Penalty: 4962.169434
	Iteration 35Q: 3 clusters Score -1786838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1786923.250000 Penalty: 4962.169434
	Iteration 36Q: 3 clusters Score -1786923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -1786995.250000 Penalty: 4962.169434
	Iteration 37Q: 3 clusters Score -1786995 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -1787052.250000 Penalty: 4962.169434
	Iteration 38Q: 3 clusters Score -1787052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -1787114.625000 Penalty: 4962.169434
	Iteration 39Q: 3 clusters Score -1787115 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -1787176.250000 Penalty: 4962.169434
	Iteration 40F: 3 clusters Score -1787176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -1787245.500000 Penalty: 4962.169434
	Iteration 41Q: 3 clusters Score -1787246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -1787315.500000 Penalty: 4962.169434
	Iteration 42Q: 3 clusters Score -1787316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -1787354.500000 Penalty: 4962.169434
	Iteration 43Q: 3 clusters Score -1787354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -1787385.000000 Penalty: 4962.169434
	Iteration 44Q: 3 clusters Score -1787385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -1787415.250000 Penalty: 4962.169434
	Iteration 45Q: 3 clusters Score -1787415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1787438.000000 Penalty: 4962.169434
	Iteration 46Q: 3 clusters Score -1787438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1787459.750000 Penalty: 4962.169434
	Iteration 47Q: 3 clusters Score -1787460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1787474.750000 Penalty: 4962.169434
	Iteration 48Q: 3 clusters Score -1787475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -1787487.250000 Penalty: 4962.169434
	Iteration 49Q: 3 clusters Score -1787487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -1787498.500000 Penalty: 4962.169434
	Iteration 50Q: 3 clusters Score -1787498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -1787501.375000 Penalty: 4962.169434
	Iteration 51Q: 3 clusters Score -1787501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -1787501.125000 Penalty: 4962.169434
	Iteration 52Q: 3 clusters Score -1787501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -1787508.375000 Penalty: 4962.169434
	Iteration 53Q: 3 clusters Score -1787508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -1787513.125000 Penalty: 4962.169434
	Iteration 54Q: 3 clusters Score -1787513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -1787516.125000 Penalty: 4962.169434
	Iteration 55Q: 3 clusters Score -1787516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -1787523.750000 Penalty: 4962.169434
	Iteration 56Q: 3 clusters Score -1787524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1787531.125000 Penalty: 4962.169434
	Iteration 57Q: 3 clusters Score -1787531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1787537.875000 Penalty: 4962.169434
	Iteration 58Q: 3 clusters Score -1787538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -1787540.375000 Penalty: 4962.169434
	Iteration 59Q: 3 clusters Score -1787540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -1787545.500000 Penalty: 4962.169434
	Iteration 60F: 3 clusters Score -1787546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -1787546.625000 Penalty: 4962.169434
	Iteration 61Q: 3 clusters Score -1787547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1787549.375000 Penalty: 4962.169434
	Iteration 62Q: 3 clusters Score -1787549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -1787552.875000 Penalty: 4962.169434
	Iteration 63Q: 3 clusters Score -1787553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -1787556.875000 Penalty: 4962.169434
	Iteration 64Q: 3 clusters Score -1787557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -1787558.375000 Penalty: 4962.169434
	Iteration 65Q: 3 clusters Score -1787558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1787560.000000 Penalty: 4962.169434
	Iteration 66Q: 3 clusters Score -1787560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -1787564.750000 Penalty: 4962.169434
	Iteration 67Q: 3 clusters Score -1787565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1787567.875000 Penalty: 4962.169434
	Iteration 68Q: 3 clusters Score -1787568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1787567.625000 Penalty: 4962.169434
	Iteration 69Q: 3 clusters Score -1787568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1787571.625000 Penalty: 4962.169434
	Iteration 70Q: 3 clusters Score -1787572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1787571.625000 Penalty: 4962.169434
	Iteration 71F: 3 clusters Score -1787572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Entering Unmasked Estep 
Score: -4181031.000000 Penalty: 2692.606934
	Iteration 0F: 2 clusters Score -4181031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4146049.250000 Penalty: 5385.213867
	Iteration 0F: 3 clusters Score -4146049 nChanged 23972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4159844.750000 Penalty: 5385.213867
	Iteration 1F: 3 clusters Score -4159845 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4160858.000000 Penalty: 5385.213867
	Iteration 2Q: 3 clusters Score -4160858 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4162156.250000 Penalty: 5385.213867
	Iteration 3F: 3 clusters Score -4162156 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -4163992.250000 Penalty: 5385.213867
	Iteration 4F: 3 clusters Score -4163992 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4166453.750000 Penalty: 5385.213867
	Iteration 5F: 3 clusters Score -4166454 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4169459.750000 Penalty: 5385.213867
	Iteration 6F: 3 clusters Score -4169460 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4172623.000000 Penalty: 5385.213867
	Iteration 7F: 3 clusters Score -4172623 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4175118.000000 Penalty: 5385.213867
	Iteration 8F: 3 clusters Score -4175118 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4176445.250000 Penalty: 5385.213867
	Iteration 9Q: 3 clusters Score -4176445 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4177130.750000 Penalty: 5385.213867
	Iteration 10Q: 3 clusters Score -4177131 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4177536.750000 Penalty: 5385.213867
	Iteration 11Q: 3 clusters Score -4177537 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4177815.500000 Penalty: 5385.213867
	Iteration 12Q: 3 clusters Score -4177816 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -4178002.750000 Penalty: 5385.213867
	Iteration 13Q: 3 clusters Score -4178003 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -4178129.750000 Penalty: 5385.213867
	Iteration 14Q: 3 clusters Score -4178130 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4178258.500000 Penalty: 5385.213867
	Iteration 15Q: 3 clusters Score -4178258 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4178362.250000 Penalty: 5385.213867
	Iteration 16Q: 3 clusters Score -4178362 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4178479.250000 Penalty: 5385.213867
	Iteration 17Q: 3 clusters Score -4178479 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -4178582.000000 Penalty: 5385.213867
	Iteration 18Q: 3 clusters Score -4178582 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4178666.250000 Penalty: 5385.213867
	Iteration 19Q: 3 clusters Score -4178666 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -4178799.500000 Penalty: 5385.213867
	Iteration 20F: 3 clusters Score -4178800 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4178925.000000 Penalty: 5385.213867
	Iteration 21Q: 3 clusters Score -4178925 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4179137.000000 Penalty: 5385.213867
	Iteration 22Q: 3 clusters Score -4179137 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4179358.000000 Penalty: 5385.213867
	Iteration 23Q: 3 clusters Score -4179358 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4179629.000000 Penalty: 5385.213867
	Iteration 24Q: 3 clusters Score -4179629 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4179879.250000 Penalty: 5385.213867
	Iteration 25Q: 3 clusters Score -4179879 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -4180019.000000 Penalty: 5385.213867
	Iteration 26Q: 3 clusters Score -4180019 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4180118.750000 Penalty: 5385.213867
	Iteration 27Q: 3 clusters Score -4180119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4180148.500000 Penalty: 5385.213867
	Iteration 28Q: 3 clusters Score -4180148 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4180178.750000 Penalty: 5385.213867
	Iteration 29Q: 3 clusters Score -4180179 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4180194.250000 Penalty: 5385.213867
	Iteration 30Q: 3 clusters Score -4180194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4180199.500000 Penalty: 5385.213867
	Iteration 31Q: 3 clusters Score -4180200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4180203.500000 Penalty: 5385.213867
	Iteration 32Q: 3 clusters Score -4180204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4180208.000000 Penalty: 5385.213867
	Iteration 33Q: 3 clusters Score -4180208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4180209.500000 Penalty: 5385.213867
	Iteration 34Q: 3 clusters Score -4180210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -4180204.750000 Penalty: 5385.213867
	Iteration 35Q: 3 clusters Score -4180205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -4180206.000000 Penalty: 5385.213867
	Iteration 36Q: 3 clusters Score -4180206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4180205.250000 Penalty: 5385.213867
	Iteration 37Q: 3 clusters Score -4180205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4180198.250000 Penalty: 5385.213867
	Iteration 38Q: 3 clusters Score -4180198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4180199.500000 Penalty: 5385.213867
	Iteration 39Q: 3 clusters Score -4180200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4180196.250000 Penalty: 5385.213867
	Iteration 40F: 3 clusters Score -4180196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -4180202.250000 Penalty: 5385.213867
	Iteration 41Q: 3 clusters Score -4180202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4180206.500000 Penalty: 5385.213867
	Iteration 42Q: 3 clusters Score -4180206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -4180205.000000 Penalty: 5385.213867
	Iteration 43Q: 3 clusters Score -4180205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4180201.000000 Penalty: 5385.213867
	Iteration 44Q: 3 clusters Score -4180201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4180207.000000 Penalty: 5385.213867
	Iteration 45Q: 3 clusters Score -4180207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4180207.750000 Penalty: 5385.213867
	Iteration 46Q: 3 clusters Score -4180208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4180216.000000 Penalty: 5385.213867
	Iteration 47Q: 3 clusters Score -4180216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4180210.750000 Penalty: 5385.213867
	Iteration 48Q: 3 clusters Score -4180211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4180212.750000 Penalty: 5385.213867
	Iteration 49Q: 3 clusters Score -4180213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4180208.750000 Penalty: 5385.213867
	Iteration 50Q: 3 clusters Score -4180209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4180209.500000 Penalty: 5385.213867
	Iteration 51Q: 3 clusters Score -4180210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4180209.500000 Penalty: 5385.213867
	Iteration 52F: 3 clusters Score -4180210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1282238.500000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1282238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1270924.875000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1270925 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1274565.750000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1274566 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1275114.875000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1275115 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1275683.500000 Penalty: 4791.082031
	Iteration 3F: 3 clusters Score -1275684 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1276349.125000 Penalty: 4791.082031
	Iteration 4F: 3 clusters Score -1276349 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1277148.500000 Penalty: 4791.082031
	Iteration 5F: 3 clusters Score -1277148 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1277939.750000 Penalty: 4791.082031
	Iteration 6F: 3 clusters Score -1277940 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1278539.750000 Penalty: 4791.082031
	Iteration 7F: 3 clusters Score -1278540 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1278970.625000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -1278971 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1279278.125000 Penalty: 4791.082031
	Iteration 9Q: 3 clusters Score -1279278 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1279502.625000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -1279503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1279659.625000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -1279660 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1279764.750000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -1279765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1279867.875000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -1279868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1279933.875000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1279934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1279989.500000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1279990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1280029.625000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1280030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1280049.125000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1280049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1280068.750000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1280069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1280085.500000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -1280086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1280094.375000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1280094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1280105.750000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -1280106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1280108.500000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1280108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1280110.500000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1280110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1280112.750000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1280113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1280114.000000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1280114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1280113.500000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1280114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1280114.875000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1280115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1280114.875000 Penalty: 4791.082031
	Iteration 28F: 3 clusters Score -1280115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Entering Unmasked Estep 
Score: -745484.625000 Penalty: 2247.738770
	Iteration 0F: 2 clusters Score -745484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -738647.312500 Penalty: 4495.477539
	Iteration 0F: 3 clusters Score -738647.3 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -740491.312500 Penalty: 4495.477539
	Iteration 1F: 3 clusters Score -740491.3 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -740822.562500 Penalty: 4495.477539
	Iteration 2F: 3 clusters Score -740822.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -741057.187500 Penalty: 4495.477539
	Iteration 3F: 3 clusters Score -741057.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -741227.687500 Penalty: 4495.477539
	Iteration 4Q: 3 clusters Score -741227.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -741372.687500 Penalty: 4495.477539
	Iteration 5Q: 3 clusters Score -741372.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -741517.250000 Penalty: 4495.477539
	Iteration 6Q: 3 clusters Score -741517.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -741671.187500 Penalty: 4495.477539
	Iteration 7Q: 3 clusters Score -741671.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -741849.312500 Penalty: 4495.477539
	Iteration 8Q: 3 clusters Score -741849.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -742017.250000 Penalty: 4495.477539
	Iteration 9Q: 3 clusters Score -742017.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -742200.437500 Penalty: 4495.477539
	Iteration 10Q: 3 clusters Score -742200.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -742389.125000 Penalty: 4495.477539
	Iteration 11Q: 3 clusters Score -742389.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -742561.375000 Penalty: 4495.477539
	Iteration 12Q: 3 clusters Score -742561.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -742739.125000 Penalty: 4495.477539
	Iteration 13Q: 3 clusters Score -742739.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -742902.375000 Penalty: 4495.477539
	Iteration 14Q: 3 clusters Score -742902.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -743041.562500 Penalty: 4495.477539
	Iteration 15Q: 3 clusters Score -743041.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -743155.875000 Penalty: 4495.477539
	Iteration 16Q: 3 clusters Score -743155.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -743237.625000 Penalty: 4495.477539
	Iteration 17Q: 3 clusters Score -743237.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -743326.750000 Penalty: 4495.477539
	Iteration 18Q: 3 clusters Score -743326.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -743386.875000 Penalty: 4495.477539
	Iteration 19Q: 3 clusters Score -743386.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -743427.875000 Penalty: 4495.477539
	Iteration 20F: 3 clusters Score -743427.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -743453.937500 Penalty: 4495.477539
	Iteration 21Q: 3 clusters Score -743453.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -743486.500000 Penalty: 4495.477539
	Iteration 22Q: 3 clusters Score -743486.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -743505.875000 Penalty: 4495.477539
	Iteration 23Q: 3 clusters Score -743505.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -743527.062500 Penalty: 4495.477539
	Iteration 24Q: 3 clusters Score -743527.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -743542.937500 Penalty: 4495.477539
	Iteration 25Q: 3 clusters Score -743542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -743549.375000 Penalty: 4495.477539
	Iteration 26Q: 3 clusters Score -743549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -743553.562500 Penalty: 4495.477539
	Iteration 27Q: 3 clusters Score -743553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -743556.125000 Penalty: 4495.477539
	Iteration 28Q: 3 clusters Score -743556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -743558.375000 Penalty: 4495.477539
	Iteration 29Q: 3 clusters Score -743558.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -743558.250000 Penalty: 4495.477539
	Iteration 30Q: 3 clusters Score -743558.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -743560.875000 Penalty: 4495.477539
	Iteration 31Q: 3 clusters Score -743560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -743563.750000 Penalty: 4495.477539
	Iteration 32Q: 3 clusters Score -743563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -743564.625000 Penalty: 4495.477539
	Iteration 33Q: 3 clusters Score -743564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -743566.125000 Penalty: 4495.477539
	Iteration 34Q: 3 clusters Score -743566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -743569.937500 Penalty: 4495.477539
	Iteration 35Q: 3 clusters Score -743569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -743571.562500 Penalty: 4495.477539
	Iteration 36Q: 3 clusters Score -743571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -743571.250000 Penalty: 4495.477539
	Iteration 37Q: 3 clusters Score -743571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -743574.312500 Penalty: 4495.477539
	Iteration 38Q: 3 clusters Score -743574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -743575.062500 Penalty: 4495.477539
	Iteration 39Q: 3 clusters Score -743575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -743576.625000 Penalty: 4495.477539
	Iteration 40F: 3 clusters Score -743576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -743577.437500 Penalty: 4495.477539
	Iteration 41Q: 3 clusters Score -743577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -743579.250000 Penalty: 4495.477539
	Iteration 42Q: 3 clusters Score -743579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -743579.250000 Penalty: 4495.477539
	Iteration 43F: 3 clusters Score -743579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Entering Unmasked Estep 
Score: -5042188.000000 Penalty: 2730.665039
	Iteration 0F: 2 clusters Score -5042188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5001486.000000 Penalty: 5461.330078
	Iteration 0F: 3 clusters Score -5001486 nChanged 28117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -5017125.000000 Penalty: 5461.330078
	Iteration 1F: 3 clusters Score -5017125 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -5017790.000000 Penalty: 5461.330078
	Iteration 2Q: 3 clusters Score -5017790 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5018557.500000 Penalty: 5461.330078
	Iteration 3Q: 3 clusters Score -5018558 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -5019412.000000 Penalty: 5461.330078
	Iteration 4Q: 3 clusters Score -5019412 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -5020565.500000 Penalty: 5461.330078
	Iteration 5Q: 3 clusters Score -5020566 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -5022088.500000 Penalty: 5461.330078
	Iteration 6Q: 3 clusters Score -5022088 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5024294.000000 Penalty: 5461.330078
	Iteration 7F: 3 clusters Score -5024294 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -5027183.000000 Penalty: 5461.330078
	Iteration 8F: 3 clusters Score -5027183 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -5030191.000000 Penalty: 5461.330078
	Iteration 9F: 3 clusters Score -5030191 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -5032633.500000 Penalty: 5461.330078
	Iteration 10F: 3 clusters Score -5032634 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -5034602.500000 Penalty: 5461.330078
	Iteration 11Q: 3 clusters Score -5034602 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -5036073.500000 Penalty: 5461.330078
	Iteration 12Q: 3 clusters Score -5036074 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -5037191.000000 Penalty: 5461.330078
	Iteration 13Q: 3 clusters Score -5037191 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -5038082.500000 Penalty: 5461.330078
	Iteration 14Q: 3 clusters Score -5038082 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -5038646.500000 Penalty: 5461.330078
	Iteration 15Q: 3 clusters Score -5038646 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -5039016.000000 Penalty: 5461.330078
	Iteration 16Q: 3 clusters Score -5039016 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -5039281.000000 Penalty: 5461.330078
	Iteration 17Q: 3 clusters Score -5039281 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -5039454.500000 Penalty: 5461.330078
	Iteration 18Q: 3 clusters Score -5039454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -5039565.500000 Penalty: 5461.330078
	Iteration 19Q: 3 clusters Score -5039566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -5039634.000000 Penalty: 5461.330078
	Iteration 20F: 3 clusters Score -5039634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -5039695.500000 Penalty: 5461.330078
	Iteration 21Q: 3 clusters Score -5039696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -5039712.000000 Penalty: 5461.330078
	Iteration 22Q: 3 clusters Score -5039712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -5039739.500000 Penalty: 5461.330078
	Iteration 23Q: 3 clusters Score -5039740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -5039750.000000 Penalty: 5461.330078
	Iteration 24Q: 3 clusters Score -5039750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -5039770.500000 Penalty: 5461.330078
	Iteration 25Q: 3 clusters Score -5039770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -5039782.500000 Penalty: 5461.330078
	Iteration 26Q: 3 clusters Score -5039782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -5039788.500000 Penalty: 5461.330078
	Iteration 27Q: 3 clusters Score -5039788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -5039798.000000 Penalty: 5461.330078
	Iteration 28Q: 3 clusters Score -5039798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -5039798.000000 Penalty: 5461.330078
	Iteration 29Q: 3 clusters Score -5039798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -5039800.500000 Penalty: 5461.330078
	Iteration 30Q: 3 clusters Score -5039800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -5039802.000000 Penalty: 5461.330078
	Iteration 31Q: 3 clusters Score -5039802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -5039802.500000 Penalty: 5461.330078
	Iteration 32Q: 3 clusters Score -5039802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -5039802.500000 Penalty: 5461.330078
	Iteration 33F: 3 clusters Score -5039802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -227524.406250 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -227524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -224364.515625 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -224364.5 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225044.000000 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -225044 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -225293.593750 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -225293.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -225473.203125 Penalty: 3945.020020
	Iteration 3F: 3 clusters Score -225473.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -225629.968750 Penalty: 3945.020020
	Iteration 4F: 3 clusters Score -225630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -225759.890625 Penalty: 3945.020020
	Iteration 5Q: 3 clusters Score -225759.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -225885.140625 Penalty: 3945.020020
	Iteration 6Q: 3 clusters Score -225885.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -226011.437500 Penalty: 3945.020020
	Iteration 7Q: 3 clusters Score -226011.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -226115.421875 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -226115.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -226177.296875 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -226177.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -226217.437500 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -226217.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -226253.406250 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -226253.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -226273.890625 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -226273.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -226282.453125 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -226282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -226288.531250 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -226288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -226291.078125 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -226291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -226291.734375 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -226291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -226294.187500 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -226294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -226295.562500 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -226295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -226296.328125 Penalty: 3945.020020
	Iteration 19Q: 3 clusters Score -226296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -226298.093750 Penalty: 3945.020020
	Iteration 20F: 3 clusters Score -226298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -226300.609375 Penalty: 3945.020020
	Iteration 21Q: 3 clusters Score -226300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -226303.640625 Penalty: 3945.020020
	Iteration 22Q: 3 clusters Score -226303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -226304.437500 Penalty: 3945.020020
	Iteration 23Q: 3 clusters Score -226304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -226306.890625 Penalty: 3945.020020
	Iteration 24Q: 3 clusters Score -226306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -226309.750000 Penalty: 3945.020020
	Iteration 25Q: 3 clusters Score -226309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -226311.656250 Penalty: 3945.020020
	Iteration 26Q: 3 clusters Score -226311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -226312.734375 Penalty: 3945.020020
	Iteration 27Q: 3 clusters Score -226312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -226312.906250 Penalty: 3945.020020
	Iteration 28Q: 3 clusters Score -226312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -226312.906250 Penalty: 3945.020020
	Iteration 29F: 3 clusters Score -226312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Entering Unmasked Estep 
Score: -1805298.625000 Penalty: 2480.792725
	Iteration 0F: 2 clusters Score -1805299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1789910.000000 Penalty: 4961.585449
	Iteration 0F: 3 clusters Score -1789910 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1795542.625000 Penalty: 4961.585449
	Iteration 1F: 3 clusters Score -1795543 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1796304.125000 Penalty: 4961.585449
	Iteration 2F: 3 clusters Score -1796304 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1797072.125000 Penalty: 4961.585449
	Iteration 3F: 3 clusters Score -1797072 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1797878.750000 Penalty: 4961.585449
	Iteration 4F: 3 clusters Score -1797879 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1798690.375000 Penalty: 4961.585449
	Iteration 5F: 3 clusters Score -1798690 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1799518.375000 Penalty: 4961.585449
	Iteration 6F: 3 clusters Score -1799518 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1800278.000000 Penalty: 4961.585449
	Iteration 7F: 3 clusters Score -1800278 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1801002.375000 Penalty: 4961.585449
	Iteration 8Q: 3 clusters Score -1801002 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1801572.375000 Penalty: 4961.585449
	Iteration 9Q: 3 clusters Score -1801572 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1801942.750000 Penalty: 4961.585449
	Iteration 10Q: 3 clusters Score -1801943 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1802151.750000 Penalty: 4961.585449
	Iteration 11Q: 3 clusters Score -1802152 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1802282.000000 Penalty: 4961.585449
	Iteration 12Q: 3 clusters Score -1802282 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1802381.000000 Penalty: 4961.585449
	Iteration 13Q: 3 clusters Score -1802381 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1802447.375000 Penalty: 4961.585449
	Iteration 14Q: 3 clusters Score -1802447 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1802523.125000 Penalty: 4961.585449
	Iteration 15Q: 3 clusters Score -1802523 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1802578.750000 Penalty: 4961.585449
	Iteration 16Q: 3 clusters Score -1802579 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1802613.500000 Penalty: 4961.585449
	Iteration 17Q: 3 clusters Score -1802614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1802652.000000 Penalty: 4961.585449
	Iteration 18Q: 3 clusters Score -1802652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1802688.125000 Penalty: 4961.585449
	Iteration 19Q: 3 clusters Score -1802688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1802706.500000 Penalty: 4961.585449
	Iteration 20F: 3 clusters Score -1802706 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1802726.375000 Penalty: 4961.585449
	Iteration 21Q: 3 clusters Score -1802726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1802748.500000 Penalty: 4961.585449
	Iteration 22Q: 3 clusters Score -1802748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1802753.750000 Penalty: 4961.585449
	Iteration 23Q: 3 clusters Score -1802754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1802765.000000 Penalty: 4961.585449
	Iteration 24Q: 3 clusters Score -1802765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1802768.625000 Penalty: 4961.585449
	Iteration 25Q: 3 clusters Score -1802769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1802784.875000 Penalty: 4961.585449
	Iteration 26Q: 3 clusters Score -1802785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1802790.375000 Penalty: 4961.585449
	Iteration 27Q: 3 clusters Score -1802790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1802798.375000 Penalty: 4961.585449
	Iteration 28Q: 3 clusters Score -1802798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1802808.375000 Penalty: 4961.585449
	Iteration 29Q: 3 clusters Score -1802808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1802813.875000 Penalty: 4961.585449
	Iteration 30Q: 3 clusters Score -1802814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1802826.375000 Penalty: 4961.585449
	Iteration 31Q: 3 clusters Score -1802826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1802843.375000 Penalty: 4961.585449
	Iteration 32Q: 3 clusters Score -1802843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1802855.500000 Penalty: 4961.585449
	Iteration 33Q: 3 clusters Score -1802856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1802858.500000 Penalty: 4961.585449
	Iteration 34Q: 3 clusters Score -1802858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1802870.375000 Penalty: 4961.585449
	Iteration 35Q: 3 clusters Score -1802870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1802883.125000 Penalty: 4961.585449
	Iteration 36Q: 3 clusters Score -1802883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1802887.500000 Penalty: 4961.585449
	Iteration 37Q: 3 clusters Score -1802888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1802905.750000 Penalty: 4961.585449
	Iteration 38Q: 3 clusters Score -1802906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1802912.500000 Penalty: 4961.585449
	Iteration 39Q: 3 clusters Score -1802912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1802920.625000 Penalty: 4961.585449
	Iteration 40F: 3 clusters Score -1802921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1802922.875000 Penalty: 4961.585449
	Iteration 41Q: 3 clusters Score -1802923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1802920.750000 Penalty: 4961.585449
	Iteration 42Q: 3 clusters Score -1802921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1802923.125000 Penalty: 4961.585449
	Iteration 43Q: 3 clusters Score -1802923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1802925.750000 Penalty: 4961.585449
	Iteration 44Q: 3 clusters Score -1802926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1802925.375000 Penalty: 4961.585449
	Iteration 45Q: 3 clusters Score -1802925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1802928.625000 Penalty: 4961.585449
	Iteration 46Q: 3 clusters Score -1802929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1802934.500000 Penalty: 4961.585449
	Iteration 47Q: 3 clusters Score -1802934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1802935.000000 Penalty: 4961.585449
	Iteration 48Q: 3 clusters Score -1802935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1802937.125000 Penalty: 4961.585449
	Iteration 49Q: 3 clusters Score -1802937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1802941.375000 Penalty: 4961.585449
	Iteration 50Q: 3 clusters Score -1802941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1802946.500000 Penalty: 4961.585449
	Iteration 51Q: 3 clusters Score -1802946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1802951.625000 Penalty: 4961.585449
	Iteration 52Q: 3 clusters Score -1802952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1802958.500000 Penalty: 4961.585449
	Iteration 53Q: 3 clusters Score -1802958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1802960.125000 Penalty: 4961.585449
	Iteration 54Q: 3 clusters Score -1802960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1802960.875000 Penalty: 4961.585449
	Iteration 55Q: 3 clusters Score -1802961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1802958.250000 Penalty: 4961.585449
	Iteration 56Q: 3 clusters Score -1802958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1802956.625000 Penalty: 4961.585449
	Iteration 57Q: 3 clusters Score -1802957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1802962.250000 Penalty: 4961.585449
	Iteration 58Q: 3 clusters Score -1802962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1802957.875000 Penalty: 4961.585449
	Iteration 59Q: 3 clusters Score -1802958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1802963.000000 Penalty: 4961.585449
	Iteration 60F: 3 clusters Score -1802963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1802961.375000 Penalty: 4961.585449
	Iteration 61Q: 3 clusters Score -1802961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1802964.875000 Penalty: 4961.585449
	Iteration 62Q: 3 clusters Score -1802965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1802961.625000 Penalty: 4961.585449
	Iteration 63Q: 3 clusters Score -1802962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1802962.875000 Penalty: 4961.585449
	Iteration 64Q: 3 clusters Score -1802963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1802957.000000 Penalty: 4961.585449
	Iteration 65Q: 3 clusters Score -1802957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1802962.750000 Penalty: 4961.585449
	Iteration 66Q: 3 clusters Score -1802963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1802968.500000 Penalty: 4961.585449
	Iteration 67Q: 3 clusters Score -1802968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1802968.875000 Penalty: 4961.585449
	Iteration 68Q: 3 clusters Score -1802969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1802968.750000 Penalty: 4961.585449
	Iteration 69Q: 3 clusters Score -1802969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1802968.750000 Penalty: 4961.585449
	Iteration 70Q: 3 clusters Score -1802969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1802968.500000 Penalty: 4961.585449
	Iteration 71Q: 3 clusters Score -1802968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1802970.125000 Penalty: 4961.585449
	Iteration 72Q: 3 clusters Score -1802970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1802970.500000 Penalty: 4961.585449
	Iteration 73Q: 3 clusters Score -1802970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1802973.000000 Penalty: 4961.585449
	Iteration 74Q: 3 clusters Score -1802973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1802973.000000 Penalty: 4961.585449
	Iteration 75F: 3 clusters Score -1802973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -500223.343750 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -500223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -494427.156250 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -494427.2 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -496399.593750 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -496399.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -497117.781250 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -497117.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -497796.968750 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -497797 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -498362.937500 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -498362.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -498779.000000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -498779 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -499040.437500 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -499040.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -499215.437500 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -499215.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -499335.468750 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -499335.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -499403.562500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -499403.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -499456.562500 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -499456.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -499487.031250 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -499487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -499504.281250 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -499504.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -499518.562500 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -499518.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -499533.156250 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -499533.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -499546.187500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -499546.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -499560.312500 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -499560.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -499576.937500 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -499576.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -499591.093750 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -499591.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -499602.968750 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -499603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -499621.937500 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -499621.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -499651.687500 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -499651.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -499674.218750 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -499674.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -499693.187500 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -499693.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -499710.000000 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -499710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -499725.531250 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -499725.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -499734.875000 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -499734.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -499745.531250 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -499745.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -499752.343750 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -499752.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -499755.687500 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -499755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -499759.500000 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -499759.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -499761.750000 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -499761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -499762.812500 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -499762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -499762.750000 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -499762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -499762.812500 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -499762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -499763.687500 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -499763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -499764.937500 Penalty: 4403.527344
	Iteration 36Q: 3 clusters Score -499764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -499765.906250 Penalty: 4403.527344
	Iteration 37Q: 3 clusters Score -499765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -499766.812500 Penalty: 4403.527344
	Iteration 38Q: 3 clusters Score -499766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -499767.500000 Penalty: 4403.527344
	Iteration 39Q: 3 clusters Score -499767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -499769.062500 Penalty: 4403.527344
	Iteration 40F: 3 clusters Score -499769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -499769.843750 Penalty: 4403.527344
	Iteration 41Q: 3 clusters Score -499769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -499770.187500 Penalty: 4403.527344
	Iteration 42Q: 3 clusters Score -499770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -499770.187500 Penalty: 4403.527344
	Iteration 43F: 3 clusters Score -499770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -752459.937500 Penalty: 2257.842041
	Iteration 0F: 2 clusters Score -752459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -745449.125000 Penalty: 4515.684082
	Iteration 0F: 3 clusters Score -745449.1 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -747476.937500 Penalty: 4515.684082
	Iteration 1F: 3 clusters Score -747476.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -747818.312500 Penalty: 4515.684082
	Iteration 2F: 3 clusters Score -747818.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -748074.375000 Penalty: 4515.684082
	Iteration 3F: 3 clusters Score -748074.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -748325.750000 Penalty: 4515.684082
	Iteration 4Q: 3 clusters Score -748325.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -748640.562500 Penalty: 4515.684082
	Iteration 5Q: 3 clusters Score -748640.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -748960.062500 Penalty: 4515.684082
	Iteration 6F: 3 clusters Score -748960.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -749289.812500 Penalty: 4515.684082
	Iteration 7F: 3 clusters Score -749289.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -749598.687500 Penalty: 4515.684082
	Iteration 8Q: 3 clusters Score -749598.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -749863.437500 Penalty: 4515.684082
	Iteration 9Q: 3 clusters Score -749863.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -750100.437500 Penalty: 4515.684082
	Iteration 10Q: 3 clusters Score -750100.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -750319.437500 Penalty: 4515.684082
	Iteration 11Q: 3 clusters Score -750319.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -750498.312500 Penalty: 4515.684082
	Iteration 12Q: 3 clusters Score -750498.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -750650.125000 Penalty: 4515.684082
	Iteration 13Q: 3 clusters Score -750650.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -750757.500000 Penalty: 4515.684082
	Iteration 14Q: 3 clusters Score -750757.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -750851.250000 Penalty: 4515.684082
	Iteration 15Q: 3 clusters Score -750851.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -750917.875000 Penalty: 4515.684082
	Iteration 16Q: 3 clusters Score -750917.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -750984.125000 Penalty: 4515.684082
	Iteration 17Q: 3 clusters Score -750984.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -751045.500000 Penalty: 4515.684082
	Iteration 18Q: 3 clusters Score -751045.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -751117.625000 Penalty: 4515.684082
	Iteration 19Q: 3 clusters Score -751117.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -751171.000000 Penalty: 4515.684082
	Iteration 20F: 3 clusters Score -751171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -751223.000000 Penalty: 4515.684082
	Iteration 21Q: 3 clusters Score -751223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -751274.375000 Penalty: 4515.684082
	Iteration 22Q: 3 clusters Score -751274.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -751329.125000 Penalty: 4515.684082
	Iteration 23Q: 3 clusters Score -751329.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -751377.062500 Penalty: 4515.684082
	Iteration 24Q: 3 clusters Score -751377.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -751416.875000 Penalty: 4515.684082
	Iteration 25Q: 3 clusters Score -751416.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -751441.437500 Penalty: 4515.684082
	Iteration 26Q: 3 clusters Score -751441.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -751467.937500 Penalty: 4515.684082
	Iteration 27Q: 3 clusters Score -751467.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -751492.625000 Penalty: 4515.684082
	Iteration 28Q: 3 clusters Score -751492.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -751513.062500 Penalty: 4515.684082
	Iteration 29Q: 3 clusters Score -751513.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -751526.875000 Penalty: 4515.684082
	Iteration 30Q: 3 clusters Score -751526.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -751539.875000 Penalty: 4515.684082
	Iteration 31Q: 3 clusters Score -751539.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -751546.000000 Penalty: 4515.684082
	Iteration 32Q: 3 clusters Score -751546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -751553.812500 Penalty: 4515.684082
	Iteration 33Q: 3 clusters Score -751553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -751559.375000 Penalty: 4515.684082
	Iteration 34Q: 3 clusters Score -751559.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -751565.312500 Penalty: 4515.684082
	Iteration 35Q: 3 clusters Score -751565.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -751569.062500 Penalty: 4515.684082
	Iteration 36Q: 3 clusters Score -751569.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -751576.750000 Penalty: 4515.684082
	Iteration 37Q: 3 clusters Score -751576.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -751584.687500 Penalty: 4515.684082
	Iteration 38Q: 3 clusters Score -751584.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -751590.812500 Penalty: 4515.684082
	Iteration 39Q: 3 clusters Score -751590.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -751594.937500 Penalty: 4515.684082
	Iteration 40F: 3 clusters Score -751594.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -751599.312500 Penalty: 4515.684082
	Iteration 41Q: 3 clusters Score -751599.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -751601.500000 Penalty: 4515.684082
	Iteration 42Q: 3 clusters Score -751601.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -751604.000000 Penalty: 4515.684082
	Iteration 43Q: 3 clusters Score -751604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -751605.000000 Penalty: 4515.684082
	Iteration 44Q: 3 clusters Score -751605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -751607.062500 Penalty: 4515.684082
	Iteration 45Q: 3 clusters Score -751607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -751606.000000 Penalty: 4515.684082
	Iteration 46Q: 3 clusters Score -751606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -751606.187500 Penalty: 4515.684082
	Iteration 47Q: 3 clusters Score -751606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -751607.625000 Penalty: 4515.684082
	Iteration 48Q: 3 clusters Score -751607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -751609.812500 Penalty: 4515.684082
	Iteration 49Q: 3 clusters Score -751609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -751610.437500 Penalty: 4515.684082
	Iteration 50Q: 3 clusters Score -751610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -751608.125000 Penalty: 4515.684082
	Iteration 51Q: 3 clusters Score -751608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -751608.125000 Penalty: 4515.684082
	Iteration 52F: 3 clusters Score -751608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -162535.546875 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -162535.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -159898.218750 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -159898.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -160408.250000 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -160408.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -160541.484375 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -160541.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -160606.125000 Penalty: 3779.626709
	Iteration 3Q: 3 clusters Score -160606.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160659.359375 Penalty: 3779.626709
	Iteration 4Q: 3 clusters Score -160659.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -160704.500000 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -160704.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -160733.218750 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -160733.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160754.328125 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -160754.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -160769.593750 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -160769.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -160781.640625 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -160781.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -160796.546875 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -160796.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -160815.640625 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -160815.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160830.265625 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -160830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -160841.265625 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -160841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160851.468750 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -160851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160857.578125 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -160857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160860.984375 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -160861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160864.453125 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -160864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160869.250000 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -160869.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160874.453125 Penalty: 3779.626709
	Iteration 19Q: 3 clusters Score -160874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -160879.312500 Penalty: 3779.626709
	Iteration 20F: 3 clusters Score -160879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160886.234375 Penalty: 3779.626709
	Iteration 21Q: 3 clusters Score -160886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160892.718750 Penalty: 3779.626709
	Iteration 22Q: 3 clusters Score -160892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160894.031250 Penalty: 3779.626709
	Iteration 23Q: 3 clusters Score -160894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160896.015625 Penalty: 3779.626709
	Iteration 24Q: 3 clusters Score -160896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -160897.906250 Penalty: 3779.626709
	Iteration 25Q: 3 clusters Score -160897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -160898.625000 Penalty: 3779.626709
	Iteration 26Q: 3 clusters Score -160898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -160898.843750 Penalty: 3779.626709
	Iteration 27Q: 3 clusters Score -160898.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -160898.890625 Penalty: 3779.626709
	Iteration 28Q: 3 clusters Score -160898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -160898.890625 Penalty: 3779.626709
	Iteration 29F: 3 clusters Score -160898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -812576.187500 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -812576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -804116.937500 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -804116.9 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -806739.562500 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -806739.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -807147.750000 Penalty: 4628.202148
	Iteration 2F: 3 clusters Score -807147.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -807541.000000 Penalty: 4628.202148
	Iteration 3F: 3 clusters Score -807541 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -807927.062500 Penalty: 4628.202148
	Iteration 4F: 3 clusters Score -807927.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -808372.000000 Penalty: 4628.202148
	Iteration 5F: 3 clusters Score -808372 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -808745.437500 Penalty: 4628.202148
	Iteration 6Q: 3 clusters Score -808745.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -809071.875000 Penalty: 4628.202148
	Iteration 7Q: 3 clusters Score -809071.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -809376.312500 Penalty: 4628.202148
	Iteration 8Q: 3 clusters Score -809376.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -809638.437500 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -809638.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -809862.125000 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -809862.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -810043.000000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -810043 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -810183.875000 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -810183.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -810304.562500 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -810304.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -810397.312500 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -810397.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -810464.812500 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -810464.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -810529.812500 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -810529.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -810582.125000 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -810582.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -810632.250000 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -810632.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -810676.000000 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -810676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -810717.750000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -810717.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -810751.562500 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -810751.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -810777.312500 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -810777.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -810803.687500 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -810803.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -810823.500000 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -810823.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -810831.312500 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -810831.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -810838.875000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -810838.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -810846.937500 Penalty: 4628.202148
	Iteration 27Q: 3 clusters Score -810846.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -810852.375000 Penalty: 4628.202148
	Iteration 28Q: 3 clusters Score -810852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -810858.937500 Penalty: 4628.202148
	Iteration 29Q: 3 clusters Score -810858.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -810869.937500 Penalty: 4628.202148
	Iteration 30Q: 3 clusters Score -810869.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -810876.125000 Penalty: 4628.202148
	Iteration 31Q: 3 clusters Score -810876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -810879.375000 Penalty: 4628.202148
	Iteration 32Q: 3 clusters Score -810879.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -810883.312500 Penalty: 4628.202148
	Iteration 33Q: 3 clusters Score -810883.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -810898.125000 Penalty: 4628.202148
	Iteration 34Q: 3 clusters Score -810898.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -810906.437500 Penalty: 4628.202148
	Iteration 35Q: 3 clusters Score -810906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -810909.562500 Penalty: 4628.202148
	Iteration 36Q: 3 clusters Score -810909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -810910.125000 Penalty: 4628.202148
	Iteration 37Q: 3 clusters Score -810910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -810914.312500 Penalty: 4628.202148
	Iteration 38Q: 3 clusters Score -810914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -810914.437500 Penalty: 4628.202148
	Iteration 39Q: 3 clusters Score -810914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -810915.625000 Penalty: 4628.202148
	Iteration 40F: 3 clusters Score -810915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -810915.812500 Penalty: 4628.202148
	Iteration 41Q: 3 clusters Score -810915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -810915.812500 Penalty: 4628.202148
	Iteration 42F: 3 clusters Score -810915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -851404.687500 Penalty: 2293.676514
	Iteration 0F: 2 clusters Score -851404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -843589.625000 Penalty: 4587.353027
	Iteration 0F: 3 clusters Score -843589.6 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -845887.812500 Penalty: 4587.353027
	Iteration 1F: 3 clusters Score -845887.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -846156.625000 Penalty: 4587.353027
	Iteration 2F: 3 clusters Score -846156.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -846345.875000 Penalty: 4587.353027
	Iteration 3Q: 3 clusters Score -846345.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -846495.750000 Penalty: 4587.353027
	Iteration 4Q: 3 clusters Score -846495.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -846610.000000 Penalty: 4587.353027
	Iteration 5Q: 3 clusters Score -846610 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -846710.375000 Penalty: 4587.353027
	Iteration 6Q: 3 clusters Score -846710.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -846819.562500 Penalty: 4587.353027
	Iteration 7Q: 3 clusters Score -846819.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -846937.625000 Penalty: 4587.353027
	Iteration 8Q: 3 clusters Score -846937.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -847068.687500 Penalty: 4587.353027
	Iteration 9Q: 3 clusters Score -847068.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -847209.250000 Penalty: 4587.353027
	Iteration 10Q: 3 clusters Score -847209.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -847364.250000 Penalty: 4587.353027
	Iteration 11Q: 3 clusters Score -847364.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -847542.937500 Penalty: 4587.353027
	Iteration 12Q: 3 clusters Score -847542.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -847724.312500 Penalty: 4587.353027
	Iteration 13Q: 3 clusters Score -847724.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -847884.562500 Penalty: 4587.353027
	Iteration 14Q: 3 clusters Score -847884.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -848047.687500 Penalty: 4587.353027
	Iteration 15Q: 3 clusters Score -848047.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -848217.875000 Penalty: 4587.353027
	Iteration 16Q: 3 clusters Score -848217.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -848357.625000 Penalty: 4587.353027
	Iteration 17Q: 3 clusters Score -848357.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -848497.187500 Penalty: 4587.353027
	Iteration 18Q: 3 clusters Score -848497.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -848631.437500 Penalty: 4587.353027
	Iteration 19Q: 3 clusters Score -848631.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -848761.437500 Penalty: 4587.353027
	Iteration 20F: 3 clusters Score -848761.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -848875.562500 Penalty: 4587.353027
	Iteration 21Q: 3 clusters Score -848875.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -848967.562500 Penalty: 4587.353027
	Iteration 22Q: 3 clusters Score -848967.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -849045.562500 Penalty: 4587.353027
	Iteration 23Q: 3 clusters Score -849045.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -849113.375000 Penalty: 4587.353027
	Iteration 24Q: 3 clusters Score -849113.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -849174.062500 Penalty: 4587.353027
	Iteration 25Q: 3 clusters Score -849174.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -849223.125000 Penalty: 4587.353027
	Iteration 26Q: 3 clusters Score -849223.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -849264.625000 Penalty: 4587.353027
	Iteration 27Q: 3 clusters Score -849264.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -849297.812500 Penalty: 4587.353027
	Iteration 28Q: 3 clusters Score -849297.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -849327.937500 Penalty: 4587.353027
	Iteration 29Q: 3 clusters Score -849327.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -849344.750000 Penalty: 4587.353027
	Iteration 30Q: 3 clusters Score -849344.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -849358.500000 Penalty: 4587.353027
	Iteration 31Q: 3 clusters Score -849358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -849370.062500 Penalty: 4587.353027
	Iteration 32Q: 3 clusters Score -849370.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -849386.125000 Penalty: 4587.353027
	Iteration 33Q: 3 clusters Score -849386.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -849397.812500 Penalty: 4587.353027
	Iteration 34Q: 3 clusters Score -849397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -849405.375000 Penalty: 4587.353027
	Iteration 35Q: 3 clusters Score -849405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -849410.625000 Penalty: 4587.353027
	Iteration 36Q: 3 clusters Score -849410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -849414.750000 Penalty: 4587.353027
	Iteration 37Q: 3 clusters Score -849414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -849420.312500 Penalty: 4587.353027
	Iteration 38Q: 3 clusters Score -849420.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -849421.625000 Penalty: 4587.353027
	Iteration 39Q: 3 clusters Score -849421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -849422.687500 Penalty: 4587.353027
	Iteration 40F: 3 clusters Score -849422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -849422.562500 Penalty: 4587.353027
	Iteration 41Q: 3 clusters Score -849422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -849423.437500 Penalty: 4587.353027
	Iteration 42Q: 3 clusters Score -849423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -849425.562500 Penalty: 4587.353027
	Iteration 43Q: 3 clusters Score -849425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -849427.937500 Penalty: 4587.353027
	Iteration 44Q: 3 clusters Score -849427.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -849434.500000 Penalty: 4587.353027
	Iteration 45Q: 3 clusters Score -849434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -849434.375000 Penalty: 4587.353027
	Iteration 46Q: 3 clusters Score -849434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -849435.812500 Penalty: 4587.353027
	Iteration 47Q: 3 clusters Score -849435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -849438.062500 Penalty: 4587.353027
	Iteration 48Q: 3 clusters Score -849438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -849438.062500 Penalty: 4587.353027
	Iteration 49F: 3 clusters Score -849438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -357374.968750 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -357375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -353173.500000 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -353173.5 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -354215.218750 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -354215.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -354473.437500 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -354473.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -354661.812500 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -354661.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -354850.468750 Penalty: 4171.717773
	Iteration 4Q: 3 clusters Score -354850.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -355036.031250 Penalty: 4171.717773
	Iteration 5Q: 3 clusters Score -355036 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -355230.531250 Penalty: 4171.717773
	Iteration 6Q: 3 clusters Score -355230.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -355444.468750 Penalty: 4171.717773
	Iteration 7Q: 3 clusters Score -355444.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -355654.281250 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -355654.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -355835.156250 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -355835.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -355985.031250 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -355985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -356107.156250 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -356107.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -356194.875000 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -356194.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -356259.812500 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -356259.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -356309.468750 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -356309.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -356344.812500 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -356344.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -356370.656250 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -356370.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -356389.406250 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -356389.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356401.937500 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -356401.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -356417.968750 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -356418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356424.781250 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -356424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356428.593750 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -356428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -356429.531250 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -356429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -356432.031250 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -356432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -356435.406250 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -356435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -356437.000000 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -356437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -356438.218750 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -356438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -356438.218750 Penalty: 4171.717773
	Iteration 27F: 3 clusters Score -356438.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -204135.859375 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -204135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -200792.593750 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -200792.6 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -201750.812500 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -201750.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -202135.406250 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -202135.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -202420.296875 Penalty: 4006.260010
	Iteration 3F: 3 clusters Score -202420.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -202644.171875 Penalty: 4006.260010
	Iteration 4F: 3 clusters Score -202644.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -202822.359375 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -202822.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -202991.984375 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -202992 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -203206.046875 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -203206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -203375.609375 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -203375.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -203473.046875 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -203473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -203527.109375 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -203527.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -203569.718750 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -203569.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -203591.390625 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -203591.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -203609.703125 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -203609.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -203625.171875 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -203625.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -203637.765625 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -203637.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -203651.750000 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -203651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -203664.328125 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -203664.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -203673.937500 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -203673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -203682.312500 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -203682.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -203691.218750 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -203691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -203706.703125 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -203706.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203724.546875 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -203724.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203734.984375 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -203735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -203745.953125 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -203746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -203752.671875 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -203752.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203758.968750 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -203759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -203761.187500 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -203761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -203762.812500 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -203762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -203765.125000 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -203765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -203767.750000 Penalty: 4006.260010
	Iteration 30Q: 3 clusters Score -203767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -203767.984375 Penalty: 4006.260010
	Iteration 31Q: 3 clusters Score -203768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -203769.281250 Penalty: 4006.260010
	Iteration 32Q: 3 clusters Score -203769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -203769.562500 Penalty: 4006.260010
	Iteration 33Q: 3 clusters Score -203769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -203769.562500 Penalty: 4006.260010
	Iteration 34F: 3 clusters Score -203769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Entering Unmasked Estep 
Score: -690097.500000 Penalty: 2234.524658
	Iteration 0F: 2 clusters Score -690097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -683579.375000 Penalty: 4469.049316
	Iteration 0F: 3 clusters Score -683579.4 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -685274.375000 Penalty: 4469.049316
	Iteration 1F: 3 clusters Score -685274.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -685539.000000 Penalty: 4469.049316
	Iteration 2F: 3 clusters Score -685539 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -685719.250000 Penalty: 4469.049316
	Iteration 3F: 3 clusters Score -685719.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -685844.312500 Penalty: 4469.049316
	Iteration 4Q: 3 clusters Score -685844.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -685938.000000 Penalty: 4469.049316
	Iteration 5Q: 3 clusters Score -685938 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -686004.875000 Penalty: 4469.049316
	Iteration 6Q: 3 clusters Score -686004.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -686061.187500 Penalty: 4469.049316
	Iteration 7Q: 3 clusters Score -686061.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -686120.375000 Penalty: 4469.049316
	Iteration 8Q: 3 clusters Score -686120.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -686173.437500 Penalty: 4469.049316
	Iteration 9Q: 3 clusters Score -686173.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -686225.562500 Penalty: 4469.049316
	Iteration 10Q: 3 clusters Score -686225.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -686272.937500 Penalty: 4469.049316
	Iteration 11Q: 3 clusters Score -686272.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -686325.437500 Penalty: 4469.049316
	Iteration 12Q: 3 clusters Score -686325.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -686384.750000 Penalty: 4469.049316
	Iteration 13Q: 3 clusters Score -686384.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -686449.562500 Penalty: 4469.049316
	Iteration 14Q: 3 clusters Score -686449.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -686514.437500 Penalty: 4469.049316
	Iteration 15Q: 3 clusters Score -686514.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -686586.187500 Penalty: 4469.049316
	Iteration 16Q: 3 clusters Score -686586.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -686670.375000 Penalty: 4469.049316
	Iteration 17Q: 3 clusters Score -686670.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -686748.562500 Penalty: 4469.049316
	Iteration 18Q: 3 clusters Score -686748.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -686822.437500 Penalty: 4469.049316
	Iteration 19Q: 3 clusters Score -686822.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -686894.812500 Penalty: 4469.049316
	Iteration 20F: 3 clusters Score -686894.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -686977.312500 Penalty: 4469.049316
	Iteration 21Q: 3 clusters Score -686977.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -687052.937500 Penalty: 4469.049316
	Iteration 22Q: 3 clusters Score -687052.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -687132.125000 Penalty: 4469.049316
	Iteration 23Q: 3 clusters Score -687132.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -687188.562500 Penalty: 4469.049316
	Iteration 24Q: 3 clusters Score -687188.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -687241.250000 Penalty: 4469.049316
	Iteration 25Q: 3 clusters Score -687241.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -687287.375000 Penalty: 4469.049316
	Iteration 26Q: 3 clusters Score -687287.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -687335.000000 Penalty: 4469.049316
	Iteration 27Q: 3 clusters Score -687335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -687373.625000 Penalty: 4469.049316
	Iteration 28Q: 3 clusters Score -687373.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -687411.562500 Penalty: 4469.049316
	Iteration 29Q: 3 clusters Score -687411.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -687448.500000 Penalty: 4469.049316
	Iteration 30Q: 3 clusters Score -687448.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -687489.000000 Penalty: 4469.049316
	Iteration 31Q: 3 clusters Score -687489 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -687527.250000 Penalty: 4469.049316
	Iteration 32Q: 3 clusters Score -687527.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -687557.125000 Penalty: 4469.049316
	Iteration 33Q: 3 clusters Score -687557.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -687591.812500 Penalty: 4469.049316
	Iteration 34Q: 3 clusters Score -687591.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -687621.687500 Penalty: 4469.049316
	Iteration 35Q: 3 clusters Score -687621.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -687641.062500 Penalty: 4469.049316
	Iteration 36Q: 3 clusters Score -687641.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -687662.937500 Penalty: 4469.049316
	Iteration 37Q: 3 clusters Score -687662.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -687686.062500 Penalty: 4469.049316
	Iteration 38Q: 3 clusters Score -687686.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -687719.562500 Penalty: 4469.049316
	Iteration 39Q: 3 clusters Score -687719.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -687742.250000 Penalty: 4469.049316
	Iteration 40F: 3 clusters Score -687742.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -687756.875000 Penalty: 4469.049316
	Iteration 41Q: 3 clusters Score -687756.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -687772.625000 Penalty: 4469.049316
	Iteration 42Q: 3 clusters Score -687772.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -687787.562500 Penalty: 4469.049316
	Iteration 43Q: 3 clusters Score -687787.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -687798.937500 Penalty: 4469.049316
	Iteration 44Q: 3 clusters Score -687798.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -687816.125000 Penalty: 4469.049316
	Iteration 45Q: 3 clusters Score -687816.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -687836.562500 Penalty: 4469.049316
	Iteration 46Q: 3 clusters Score -687836.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -687854.562500 Penalty: 4469.049316
	Iteration 47Q: 3 clusters Score -687854.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -687870.750000 Penalty: 4469.049316
	Iteration 48Q: 3 clusters Score -687870.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -687886.125000 Penalty: 4469.049316
	Iteration 49Q: 3 clusters Score -687886.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -687899.625000 Penalty: 4469.049316
	Iteration 50Q: 3 clusters Score -687899.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -687910.562500 Penalty: 4469.049316
	Iteration 51Q: 3 clusters Score -687910.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -687924.937500 Penalty: 4469.049316
	Iteration 52Q: 3 clusters Score -687924.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -687934.000000 Penalty: 4469.049316
	Iteration 53Q: 3 clusters Score -687934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -687946.187500 Penalty: 4469.049316
	Iteration 54Q: 3 clusters Score -687946.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -687958.312500 Penalty: 4469.049316
	Iteration 55Q: 3 clusters Score -687958.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -687964.375000 Penalty: 4469.049316
	Iteration 56Q: 3 clusters Score -687964.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -687974.187500 Penalty: 4469.049316
	Iteration 57Q: 3 clusters Score -687974.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -687983.625000 Penalty: 4469.049316
	Iteration 58Q: 3 clusters Score -687983.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -687991.562500 Penalty: 4469.049316
	Iteration 59Q: 3 clusters Score -687991.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -687996.687500 Penalty: 4469.049316
	Iteration 60F: 3 clusters Score -687996.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -688003.125000 Penalty: 4469.049316
	Iteration 61Q: 3 clusters Score -688003.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -688008.000000 Penalty: 4469.049316
	Iteration 62Q: 3 clusters Score -688008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -688011.437500 Penalty: 4469.049316
	Iteration 63Q: 3 clusters Score -688011.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -688017.562500 Penalty: 4469.049316
	Iteration 64Q: 3 clusters Score -688017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -688021.500000 Penalty: 4469.049316
	Iteration 65Q: 3 clusters Score -688021.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -688025.437500 Penalty: 4469.049316
	Iteration 66Q: 3 clusters Score -688025.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -688034.250000 Penalty: 4469.049316
	Iteration 67Q: 3 clusters Score -688034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -688037.750000 Penalty: 4469.049316
	Iteration 68Q: 3 clusters Score -688037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -688045.562500 Penalty: 4469.049316
	Iteration 69Q: 3 clusters Score -688045.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -688051.750000 Penalty: 4469.049316
	Iteration 70Q: 3 clusters Score -688051.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -688058.062500 Penalty: 4469.049316
	Iteration 71Q: 3 clusters Score -688058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -688063.937500 Penalty: 4469.049316
	Iteration 72Q: 3 clusters Score -688063.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -688070.687500 Penalty: 4469.049316
	Iteration 73Q: 3 clusters Score -688070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -688077.125000 Penalty: 4469.049316
	Iteration 74Q: 3 clusters Score -688077.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -688083.125000 Penalty: 4469.049316
	Iteration 75Q: 3 clusters Score -688083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -688087.437500 Penalty: 4469.049316
	Iteration 76Q: 3 clusters Score -688087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -688092.562500 Penalty: 4469.049316
	Iteration 77Q: 3 clusters Score -688092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -688094.875000 Penalty: 4469.049316
	Iteration 78Q: 3 clusters Score -688094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -688099.125000 Penalty: 4469.049316
	Iteration 79Q: 3 clusters Score -688099.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -688100.687500 Penalty: 4469.049316
	Iteration 80F: 3 clusters Score -688100.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -688102.375000 Penalty: 4469.049316
	Iteration 81Q: 3 clusters Score -688102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -688102.625000 Penalty: 4469.049316
	Iteration 82Q: 3 clusters Score -688102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -688103.312500 Penalty: 4469.049316
	Iteration 83Q: 3 clusters Score -688103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -688105.687500 Penalty: 4469.049316
	Iteration 84Q: 3 clusters Score -688105.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -688105.250000 Penalty: 4469.049316
	Iteration 85Q: 3 clusters Score -688105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -688108.000000 Penalty: 4469.049316
	Iteration 86Q: 3 clusters Score -688108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -688110.437500 Penalty: 4469.049316
	Iteration 87Q: 3 clusters Score -688110.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -688112.812500 Penalty: 4469.049316
	Iteration 88Q: 3 clusters Score -688112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -688115.250000 Penalty: 4469.049316
	Iteration 89Q: 3 clusters Score -688115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -688117.250000 Penalty: 4469.049316
	Iteration 90Q: 3 clusters Score -688117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -688119.437500 Penalty: 4469.049316
	Iteration 91Q: 3 clusters Score -688119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -688119.125000 Penalty: 4469.049316
	Iteration 92Q: 3 clusters Score -688119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -688121.187500 Penalty: 4469.049316
	Iteration 93Q: 3 clusters Score -688121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -688123.000000 Penalty: 4469.049316
	Iteration 94Q: 3 clusters Score -688123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -688125.062500 Penalty: 4469.049316
	Iteration 95Q: 3 clusters Score -688125.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -688128.812500 Penalty: 4469.049316
	Iteration 96Q: 3 clusters Score -688128.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -688131.125000 Penalty: 4469.049316
	Iteration 97Q: 3 clusters Score -688131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -688135.250000 Penalty: 4469.049316
	Iteration 98Q: 3 clusters Score -688135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -688140.750000 Penalty: 4469.049316
	Iteration 99Q: 3 clusters Score -688140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -688144.812500 Penalty: 4469.049316
	Iteration 100F: 3 clusters Score -688144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -688147.562500 Penalty: 4469.049316
	Iteration 101Q: 3 clusters Score -688147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -688147.062500 Penalty: 4469.049316
	Iteration 102Q: 3 clusters Score -688147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -688150.062500 Penalty: 4469.049316
	Iteration 103Q: 3 clusters Score -688150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -688151.062500 Penalty: 4469.049316
	Iteration 104Q: 3 clusters Score -688151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -688150.625000 Penalty: 4469.049316
	Iteration 105Q: 3 clusters Score -688150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -688150.437500 Penalty: 4469.049316
	Iteration 106Q: 3 clusters Score -688150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -688150.437500 Penalty: 4469.049316
	Iteration 107F: 3 clusters Score -688150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Entering Unmasked Estep 
Score: -1056499.750000 Penalty: 2350.979492
	Iteration 0F: 2 clusters Score -1056500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1046821.750000 Penalty: 4701.958984
	Iteration 0F: 3 clusters Score -1046822 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1049700.375000 Penalty: 4701.958984
	Iteration 1F: 3 clusters Score -1049700 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1050088.750000 Penalty: 4701.958984
	Iteration 2F: 3 clusters Score -1050089 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1050385.375000 Penalty: 4701.958984
	Iteration 3F: 3 clusters Score -1050385 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1050616.250000 Penalty: 4701.958984
	Iteration 4Q: 3 clusters Score -1050616 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1050812.625000 Penalty: 4701.958984
	Iteration 5Q: 3 clusters Score -1050813 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1051021.875000 Penalty: 4701.958984
	Iteration 6Q: 3 clusters Score -1051022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1051259.375000 Penalty: 4701.958984
	Iteration 7Q: 3 clusters Score -1051259 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1051518.750000 Penalty: 4701.958984
	Iteration 8Q: 3 clusters Score -1051519 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1051849.125000 Penalty: 4701.958984
	Iteration 9Q: 3 clusters Score -1051849 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1052251.000000 Penalty: 4701.958984
	Iteration 10Q: 3 clusters Score -1052251 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1052687.125000 Penalty: 4701.958984
	Iteration 11Q: 3 clusters Score -1052687 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1053139.750000 Penalty: 4701.958984
	Iteration 12Q: 3 clusters Score -1053140 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1053500.500000 Penalty: 4701.958984
	Iteration 13Q: 3 clusters Score -1053500 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1053726.375000 Penalty: 4701.958984
	Iteration 14Q: 3 clusters Score -1053726 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1053854.250000 Penalty: 4701.958984
	Iteration 15Q: 3 clusters Score -1053854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1053916.750000 Penalty: 4701.958984
	Iteration 16Q: 3 clusters Score -1053917 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1053950.375000 Penalty: 4701.958984
	Iteration 17Q: 3 clusters Score -1053950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1053973.500000 Penalty: 4701.958984
	Iteration 18Q: 3 clusters Score -1053974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1053990.875000 Penalty: 4701.958984
	Iteration 19Q: 3 clusters Score -1053991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1054001.750000 Penalty: 4701.958984
	Iteration 20F: 3 clusters Score -1054002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1054011.875000 Penalty: 4701.958984
	Iteration 21Q: 3 clusters Score -1054012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1054020.750000 Penalty: 4701.958984
	Iteration 22Q: 3 clusters Score -1054021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1054020.500000 Penalty: 4701.958984
	Iteration 23Q: 3 clusters Score -1054020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1054024.750000 Penalty: 4701.958984
	Iteration 24Q: 3 clusters Score -1054025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1054028.625000 Penalty: 4701.958984
	Iteration 25Q: 3 clusters Score -1054029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1054032.250000 Penalty: 4701.958984
	Iteration 26Q: 3 clusters Score -1054032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1054037.500000 Penalty: 4701.958984
	Iteration 27Q: 3 clusters Score -1054038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1054035.750000 Penalty: 4701.958984
	Iteration 28Q: 3 clusters Score -1054036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1054043.125000 Penalty: 4701.958984
	Iteration 29Q: 3 clusters Score -1054043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1054045.625000 Penalty: 4701.958984
	Iteration 30Q: 3 clusters Score -1054046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1054051.375000 Penalty: 4701.958984
	Iteration 31Q: 3 clusters Score -1054051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1054055.625000 Penalty: 4701.958984
	Iteration 32Q: 3 clusters Score -1054056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1054057.000000 Penalty: 4701.958984
	Iteration 33Q: 3 clusters Score -1054057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1054057.000000 Penalty: 4701.958984
	Iteration 34Q: 3 clusters Score -1054057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1054060.375000 Penalty: 4701.958984
	Iteration 35Q: 3 clusters Score -1054060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1054058.625000 Penalty: 4701.958984
	Iteration 36Q: 3 clusters Score -1054059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1054057.750000 Penalty: 4701.958984
	Iteration 37Q: 3 clusters Score -1054058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1054059.625000 Penalty: 4701.958984
	Iteration 38Q: 3 clusters Score -1054060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1054061.500000 Penalty: 4701.958984
	Iteration 39Q: 3 clusters Score -1054062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1054060.875000 Penalty: 4701.958984
	Iteration 40F: 3 clusters Score -1054061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1054060.375000 Penalty: 4701.958984
	Iteration 41Q: 3 clusters Score -1054060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1054060.375000 Penalty: 4701.958984
	Iteration 42F: 3 clusters Score -1054060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -1992279.250000 Penalty: 2502.610107
	Iteration 0F: 2 clusters Score -1992279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1975523.000000 Penalty: 5005.220215
	Iteration 0F: 3 clusters Score -1975523 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1981373.000000 Penalty: 5005.220215
	Iteration 1F: 3 clusters Score -1981373 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1981847.750000 Penalty: 5005.220215
	Iteration 2F: 3 clusters Score -1981848 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1982297.875000 Penalty: 5005.220215
	Iteration 3Q: 3 clusters Score -1982298 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1982774.750000 Penalty: 5005.220215
	Iteration 4Q: 3 clusters Score -1982775 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1983312.625000 Penalty: 5005.220215
	Iteration 5Q: 3 clusters Score -1983313 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1983916.375000 Penalty: 5005.220215
	Iteration 6F: 3 clusters Score -1983916 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1984552.625000 Penalty: 5005.220215
	Iteration 7F: 3 clusters Score -1984553 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1985221.375000 Penalty: 5005.220215
	Iteration 8F: 3 clusters Score -1985221 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1985878.250000 Penalty: 5005.220215
	Iteration 9Q: 3 clusters Score -1985878 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1986482.000000 Penalty: 5005.220215
	Iteration 10Q: 3 clusters Score -1986482 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1987044.375000 Penalty: 5005.220215
	Iteration 11Q: 3 clusters Score -1987044 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1987563.500000 Penalty: 5005.220215
	Iteration 12Q: 3 clusters Score -1987564 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1988056.125000 Penalty: 5005.220215
	Iteration 13Q: 3 clusters Score -1988056 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1988532.750000 Penalty: 5005.220215
	Iteration 14Q: 3 clusters Score -1988533 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1988973.500000 Penalty: 5005.220215
	Iteration 15Q: 3 clusters Score -1988974 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1989314.000000 Penalty: 5005.220215
	Iteration 16Q: 3 clusters Score -1989314 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1989559.000000 Penalty: 5005.220215
	Iteration 17Q: 3 clusters Score -1989559 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1989726.375000 Penalty: 5005.220215
	Iteration 18Q: 3 clusters Score -1989726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1989838.500000 Penalty: 5005.220215
	Iteration 19Q: 3 clusters Score -1989838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1989924.250000 Penalty: 5005.220215
	Iteration 20F: 3 clusters Score -1989924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1989976.125000 Penalty: 5005.220215
	Iteration 21Q: 3 clusters Score -1989976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1990014.250000 Penalty: 5005.220215
	Iteration 22Q: 3 clusters Score -1990014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1990049.000000 Penalty: 5005.220215
	Iteration 23Q: 3 clusters Score -1990049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1990080.375000 Penalty: 5005.220215
	Iteration 24Q: 3 clusters Score -1990080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1990102.625000 Penalty: 5005.220215
	Iteration 25Q: 3 clusters Score -1990103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1990127.875000 Penalty: 5005.220215
	Iteration 26Q: 3 clusters Score -1990128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1990137.250000 Penalty: 5005.220215
	Iteration 27Q: 3 clusters Score -1990137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1990146.125000 Penalty: 5005.220215
	Iteration 28Q: 3 clusters Score -1990146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1990148.875000 Penalty: 5005.220215
	Iteration 29Q: 3 clusters Score -1990149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1990157.875000 Penalty: 5005.220215
	Iteration 30Q: 3 clusters Score -1990158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1990175.250000 Penalty: 5005.220215
	Iteration 31Q: 3 clusters Score -1990175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1990184.500000 Penalty: 5005.220215
	Iteration 32Q: 3 clusters Score -1990184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1990192.875000 Penalty: 5005.220215
	Iteration 33Q: 3 clusters Score -1990193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1990194.375000 Penalty: 5005.220215
	Iteration 34Q: 3 clusters Score -1990194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1990193.625000 Penalty: 5005.220215
	Iteration 35Q: 3 clusters Score -1990194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1990199.625000 Penalty: 5005.220215
	Iteration 36Q: 3 clusters Score -1990200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1990203.625000 Penalty: 5005.220215
	Iteration 37Q: 3 clusters Score -1990204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1990206.250000 Penalty: 5005.220215
	Iteration 38Q: 3 clusters Score -1990206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1990206.250000 Penalty: 5005.220215
	Iteration 39Q: 3 clusters Score -1990206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1990212.000000 Penalty: 5005.220215
	Iteration 40F: 3 clusters Score -1990212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1990213.750000 Penalty: 5005.220215
	Iteration 41Q: 3 clusters Score -1990214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1990213.750000 Penalty: 5005.220215
	Iteration 42F: 3 clusters Score -1990214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -191823.593750 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -191823.6 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 1212 members 
Entering Unmasked Estep 
Score: -188924.796875 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -188924.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189436.890625 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -189436.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -189568.937500 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -189568.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -189664.515625 Penalty: 3863.158691
	Iteration 3F: 3 clusters Score -189664.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -189718.718750 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -189718.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -189758.046875 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -189758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -189802.968750 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -189803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -189845.000000 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -189845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -189874.500000 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -189874.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189914.968750 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -189915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -189945.734375 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -189945.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -189965.984375 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -189966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -189993.187500 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -189993.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190018.921875 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -190018.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -190044.390625 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -190044.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -190073.859375 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -190073.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -190109.843750 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -190109.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -190133.078125 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -190133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -190153.500000 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -190153.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190171.296875 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -190171.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -190192.796875 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -190192.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -190209.375000 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -190209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -190229.078125 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -190229.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -190242.765625 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -190242.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -190255.031250 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -190255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -190267.046875 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -190267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -190277.906250 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -190277.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -190294.234375 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -190294.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -190310.734375 Penalty: 3863.158691
	Iteration 28Q: 3 clusters Score -190310.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -190326.171875 Penalty: 3863.158691
	Iteration 29Q: 3 clusters Score -190326.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -190351.828125 Penalty: 3863.158691
	Iteration 30Q: 3 clusters Score -190351.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -190375.640625 Penalty: 3863.158691
	Iteration 31Q: 3 clusters Score -190375.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -190399.734375 Penalty: 3863.158691
	Iteration 32Q: 3 clusters Score -190399.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -190432.187500 Penalty: 3863.158691
	Iteration 33Q: 3 clusters Score -190432.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -190457.437500 Penalty: 3863.158691
	Iteration 34Q: 3 clusters Score -190457.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -190496.656250 Penalty: 3863.158691
	Iteration 35Q: 3 clusters Score -190496.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -190541.359375 Penalty: 3863.158691
	Iteration 36Q: 3 clusters Score -190541.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -190570.156250 Penalty: 3863.158691
	Iteration 37Q: 3 clusters Score -190570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -190594.093750 Penalty: 3863.158691
	Iteration 38Q: 3 clusters Score -190594.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -190617.468750 Penalty: 3863.158691
	Iteration 39Q: 3 clusters Score -190617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -190641.671875 Penalty: 3863.158691
	Iteration 40F: 3 clusters Score -190641.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -190656.203125 Penalty: 3863.158691
	Iteration 41Q: 3 clusters Score -190656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -190667.484375 Penalty: 3863.158691
	Iteration 42Q: 3 clusters Score -190667.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -190680.187500 Penalty: 3863.158691
	Iteration 43Q: 3 clusters Score -190680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -190688.921875 Penalty: 3863.158691
	Iteration 44Q: 3 clusters Score -190688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -190693.140625 Penalty: 3863.158691
	Iteration 45Q: 3 clusters Score -190693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -190694.062500 Penalty: 3863.158691
	Iteration 46Q: 3 clusters Score -190694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -190694.062500 Penalty: 3863.158691
	Iteration 47F: 3 clusters Score -190694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -763744.250000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -763744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -755637.000000 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -755637 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -758311.875000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -758311.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -758825.687500 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -758825.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -759308.125000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -759308.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -759824.875000 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -759824.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -760268.750000 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -760268.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -760666.937500 Penalty: 4606.501465
	Iteration 6F: 3 clusters Score -760666.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -760967.250000 Penalty: 4606.501465
	Iteration 7Q: 3 clusters Score -760967.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -761204.437500 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -761204.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -761425.375000 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -761425.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -761649.875000 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -761649.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -761866.437500 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -761866.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -762086.000000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -762086 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -762264.875000 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -762264.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -762398.812500 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -762398.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -762501.500000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -762501.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -762598.187500 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -762598.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -762707.687500 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -762707.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -762828.875000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -762828.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -762907.687500 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -762907.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -762979.000000 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -762979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -763025.625000 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -763025.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -763057.625000 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -763057.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -763092.187500 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -763092.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -763111.875000 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -763111.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -763122.000000 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -763122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -763128.937500 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -763128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -763132.187500 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -763132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -763136.500000 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -763136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -763137.937500 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -763137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -763140.625000 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -763140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -763141.375000 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -763141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -763141.625000 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -763141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -763143.000000 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -763143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -763142.000000 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -763142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -763143.437500 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -763143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -763144.437500 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -763144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -763144.500000 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -763144.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -763144.500000 Penalty: 4606.501465
	Iteration 38F: 3 clusters Score -763144.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Entering Unmasked Estep 
Score: -354373.250000 Penalty: 2107.658203
	Iteration 0F: 2 clusters Score -354373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -350038.718750 Penalty: 4215.316406
	Iteration 0F: 3 clusters Score -350038.7 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -351440.000000 Penalty: 4215.316406
	Iteration 1F: 3 clusters Score -351440 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -352082.562500 Penalty: 4215.316406
	Iteration 2F: 3 clusters Score -352082.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -352489.906250 Penalty: 4215.316406
	Iteration 3F: 3 clusters Score -352489.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -352802.000000 Penalty: 4215.316406
	Iteration 4F: 3 clusters Score -352802 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -353103.531250 Penalty: 4215.316406
	Iteration 5F: 3 clusters Score -353103.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -353416.156250 Penalty: 4215.316406
	Iteration 6F: 3 clusters Score -353416.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -353657.343750 Penalty: 4215.316406
	Iteration 7Q: 3 clusters Score -353657.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -353845.312500 Penalty: 4215.316406
	Iteration 8Q: 3 clusters Score -353845.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -353998.875000 Penalty: 4215.316406
	Iteration 9Q: 3 clusters Score -353998.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -354111.343750 Penalty: 4215.316406
	Iteration 10Q: 3 clusters Score -354111.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -354198.812500 Penalty: 4215.316406
	Iteration 11Q: 3 clusters Score -354198.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -354256.062500 Penalty: 4215.316406
	Iteration 12Q: 3 clusters Score -354256.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -354321.093750 Penalty: 4215.316406
	Iteration 13Q: 3 clusters Score -354321.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -354379.875000 Penalty: 4215.316406
	Iteration 14Q: 3 clusters Score -354379.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -354427.093750 Penalty: 4215.316406
	Iteration 15Q: 3 clusters Score -354427.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -354478.437500 Penalty: 4215.316406
	Iteration 16Q: 3 clusters Score -354478.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -354515.562500 Penalty: 4215.316406
	Iteration 17Q: 3 clusters Score -354515.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -354547.468750 Penalty: 4215.316406
	Iteration 18Q: 3 clusters Score -354547.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -354582.406250 Penalty: 4215.316406
	Iteration 19Q: 3 clusters Score -354582.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -354615.687500 Penalty: 4215.316406
	Iteration 20F: 3 clusters Score -354615.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -354635.468750 Penalty: 4215.316406
	Iteration 21Q: 3 clusters Score -354635.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -354655.468750 Penalty: 4215.316406
	Iteration 22Q: 3 clusters Score -354655.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -354675.125000 Penalty: 4215.316406
	Iteration 23Q: 3 clusters Score -354675.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -354693.062500 Penalty: 4215.316406
	Iteration 24Q: 3 clusters Score -354693.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -354709.062500 Penalty: 4215.316406
	Iteration 25Q: 3 clusters Score -354709.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -354724.500000 Penalty: 4215.316406
	Iteration 26Q: 3 clusters Score -354724.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -354746.312500 Penalty: 4215.316406
	Iteration 27Q: 3 clusters Score -354746.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -354765.468750 Penalty: 4215.316406
	Iteration 28Q: 3 clusters Score -354765.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -354780.406250 Penalty: 4215.316406
	Iteration 29Q: 3 clusters Score -354780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -354792.593750 Penalty: 4215.316406
	Iteration 30Q: 3 clusters Score -354792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -354798.656250 Penalty: 4215.316406
	Iteration 31Q: 3 clusters Score -354798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -354807.156250 Penalty: 4215.316406
	Iteration 32Q: 3 clusters Score -354807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -354819.843750 Penalty: 4215.316406
	Iteration 33Q: 3 clusters Score -354819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -354828.687500 Penalty: 4215.316406
	Iteration 34Q: 3 clusters Score -354828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -354845.968750 Penalty: 4215.316406
	Iteration 35Q: 3 clusters Score -354846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -354865.187500 Penalty: 4215.316406
	Iteration 36Q: 3 clusters Score -354865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -354879.031250 Penalty: 4215.316406
	Iteration 37Q: 3 clusters Score -354879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -354885.906250 Penalty: 4215.316406
	Iteration 38Q: 3 clusters Score -354885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -354888.593750 Penalty: 4215.316406
	Iteration 39Q: 3 clusters Score -354888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -354893.250000 Penalty: 4215.316406
	Iteration 40F: 3 clusters Score -354893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -354896.750000 Penalty: 4215.316406
	Iteration 41Q: 3 clusters Score -354896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -354898.437500 Penalty: 4215.316406
	Iteration 42Q: 3 clusters Score -354898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -354898.437500 Penalty: 4215.316406
	Iteration 43F: 3 clusters Score -354898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4352 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 19966 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Mstep: Class 52 contains 556 members 
Entering Unmasked Estep 
Score: -51170344.000000 Penalty: 172761.734375
Splitting cluster 35 changes total score from -51170972.000000 to -51170344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (59198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Entering Unmasked Estep 
Score: -4746221.500000 Penalty: 2725.183350
	Iteration 0F: 2 clusters Score -4746222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4706671.500000 Penalty: 5450.366699
	Iteration 0F: 3 clusters Score -4706672 nChanged 27442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4721683.500000 Penalty: 5450.366699
	Iteration 1F: 3 clusters Score -4721684 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4722324.500000 Penalty: 5450.366699
	Iteration 2Q: 3 clusters Score -4722324 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4722976.000000 Penalty: 5450.366699
	Iteration 3Q: 3 clusters Score -4722976 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4723753.500000 Penalty: 5450.366699
	Iteration 4Q: 3 clusters Score -4723754 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -4724712.500000 Penalty: 5450.366699
	Iteration 5Q: 3 clusters Score -4724712 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4725923.000000 Penalty: 5450.366699
	Iteration 6Q: 3 clusters Score -4725923 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -4727629.000000 Penalty: 5450.366699
	Iteration 7F: 3 clusters Score -4727629 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4729771.500000 Penalty: 5450.366699
	Iteration 8F: 3 clusters Score -4729772 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4732222.500000 Penalty: 5450.366699
	Iteration 9F: 3 clusters Score -4732222 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4734605.500000 Penalty: 5450.366699
	Iteration 10F: 3 clusters Score -4734606 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4736618.000000 Penalty: 5450.366699
	Iteration 11Q: 3 clusters Score -4736618 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4738195.000000 Penalty: 5450.366699
	Iteration 12Q: 3 clusters Score -4738195 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -4739336.000000 Penalty: 5450.366699
	Iteration 13Q: 3 clusters Score -4739336 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4740247.500000 Penalty: 5450.366699
	Iteration 14Q: 3 clusters Score -4740248 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4741062.000000 Penalty: 5450.366699
	Iteration 15Q: 3 clusters Score -4741062 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -4741758.000000 Penalty: 5450.366699
	Iteration 16Q: 3 clusters Score -4741758 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -4742281.000000 Penalty: 5450.366699
	Iteration 17Q: 3 clusters Score -4742281 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4742620.500000 Penalty: 5450.366699
	Iteration 18Q: 3 clusters Score -4742620 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4742903.500000 Penalty: 5450.366699
	Iteration 19Q: 3 clusters Score -4742904 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4743073.500000 Penalty: 5450.366699
	Iteration 20F: 3 clusters Score -4743074 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4743240.500000 Penalty: 5450.366699
	Iteration 21Q: 3 clusters Score -4743240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4743371.000000 Penalty: 5450.366699
	Iteration 22Q: 3 clusters Score -4743371 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4743471.000000 Penalty: 5450.366699
	Iteration 23Q: 3 clusters Score -4743471 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4743566.000000 Penalty: 5450.366699
	Iteration 24Q: 3 clusters Score -4743566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4743653.500000 Penalty: 5450.366699
	Iteration 25Q: 3 clusters Score -4743654 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4743731.000000 Penalty: 5450.366699
	Iteration 26Q: 3 clusters Score -4743731 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4743812.500000 Penalty: 5450.366699
	Iteration 27Q: 3 clusters Score -4743812 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4743884.000000 Penalty: 5450.366699
	Iteration 28Q: 3 clusters Score -4743884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4743953.000000 Penalty: 5450.366699
	Iteration 29Q: 3 clusters Score -4743953 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4744012.500000 Penalty: 5450.366699
	Iteration 30Q: 3 clusters Score -4744012 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4744044.000000 Penalty: 5450.366699
	Iteration 31Q: 3 clusters Score -4744044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4744080.000000 Penalty: 5450.366699
	Iteration 32Q: 3 clusters Score -4744080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4744113.000000 Penalty: 5450.366699
	Iteration 33Q: 3 clusters Score -4744113 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4744148.000000 Penalty: 5450.366699
	Iteration 34Q: 3 clusters Score -4744148 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56284 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4744173.500000 Penalty: 5450.366699
	Iteration 35Q: 3 clusters Score -4744174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4744206.000000 Penalty: 5450.366699
	Iteration 36Q: 3 clusters Score -4744206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4744229.000000 Penalty: 5450.366699
	Iteration 37Q: 3 clusters Score -4744229 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4744261.500000 Penalty: 5450.366699
	Iteration 38Q: 3 clusters Score -4744262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4744280.000000 Penalty: 5450.366699
	Iteration 39Q: 3 clusters Score -4744280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4744301.000000 Penalty: 5450.366699
	Iteration 40F: 3 clusters Score -4744301 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4744317.500000 Penalty: 5450.366699
	Iteration 41Q: 3 clusters Score -4744318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4744330.000000 Penalty: 5450.366699
	Iteration 42Q: 3 clusters Score -4744330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4744355.500000 Penalty: 5450.366699
	Iteration 43Q: 3 clusters Score -4744356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4744381.500000 Penalty: 5450.366699
	Iteration 44Q: 3 clusters Score -4744382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4744395.000000 Penalty: 5450.366699
	Iteration 45Q: 3 clusters Score -4744395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4744397.500000 Penalty: 5450.366699
	Iteration 46Q: 3 clusters Score -4744398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4744403.000000 Penalty: 5450.366699
	Iteration 47Q: 3 clusters Score -4744403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4744405.000000 Penalty: 5450.366699
	Iteration 48Q: 3 clusters Score -4744405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4744423.000000 Penalty: 5450.366699
	Iteration 49Q: 3 clusters Score -4744423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4744447.500000 Penalty: 5450.366699
	Iteration 50Q: 3 clusters Score -4744448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4744480.500000 Penalty: 5450.366699
	Iteration 51Q: 3 clusters Score -4744480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4744529.000000 Penalty: 5450.366699
	Iteration 52Q: 3 clusters Score -4744529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4744608.000000 Penalty: 5450.366699
	Iteration 53Q: 3 clusters Score -4744608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4744668.000000 Penalty: 5450.366699
	Iteration 54Q: 3 clusters Score -4744668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4744720.000000 Penalty: 5450.366699
	Iteration 55Q: 3 clusters Score -4744720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4744730.500000 Penalty: 5450.366699
	Iteration 56Q: 3 clusters Score -4744730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4744760.500000 Penalty: 5450.366699
	Iteration 57Q: 3 clusters Score -4744760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4744780.000000 Penalty: 5450.366699
	Iteration 58Q: 3 clusters Score -4744780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4744792.000000 Penalty: 5450.366699
	Iteration 59Q: 3 clusters Score -4744792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4744800.000000 Penalty: 5450.366699
	Iteration 60F: 3 clusters Score -4744800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4744801.000000 Penalty: 5450.366699
	Iteration 61Q: 3 clusters Score -4744801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4744806.000000 Penalty: 5450.366699
	Iteration 62Q: 3 clusters Score -4744806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4744812.500000 Penalty: 5450.366699
	Iteration 63Q: 3 clusters Score -4744812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4744815.000000 Penalty: 5450.366699
	Iteration 64Q: 3 clusters Score -4744815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4744819.500000 Penalty: 5450.366699
	Iteration 65Q: 3 clusters Score -4744820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4744815.000000 Penalty: 5450.366699
	Iteration 66Q: 3 clusters Score -4744815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4744812.500000 Penalty: 5450.366699
	Iteration 67Q: 3 clusters Score -4744812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4744816.500000 Penalty: 5450.366699
	Iteration 68Q: 3 clusters Score -4744816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4744818.500000 Penalty: 5450.366699
	Iteration 69Q: 3 clusters Score -4744818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4744829.500000 Penalty: 5450.366699
	Iteration 70Q: 3 clusters Score -4744830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4744831.000000 Penalty: 5450.366699
	Iteration 71Q: 3 clusters Score -4744831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4744828.000000 Penalty: 5450.366699
	Iteration 72Q: 3 clusters Score -4744828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4744830.000000 Penalty: 5450.366699
	Iteration 73Q: 3 clusters Score -4744830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4744830.500000 Penalty: 5450.366699
	Iteration 74Q: 3 clusters Score -4744830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4744828.500000 Penalty: 5450.366699
	Iteration 75Q: 3 clusters Score -4744828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4744827.500000 Penalty: 5450.366699
	Iteration 76Q: 3 clusters Score -4744828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4744825.500000 Penalty: 5450.366699
	Iteration 77Q: 3 clusters Score -4744826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4744825.500000 Penalty: 5450.366699
	Iteration 78Q: 3 clusters Score -4744826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4744828.000000 Penalty: 5450.366699
	Iteration 79Q: 3 clusters Score -4744828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4744828.000000 Penalty: 5450.366699
	Iteration 80F: 3 clusters Score -4744828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Entering Unmasked Estep 
Score: -4684287.500000 Penalty: 2717.326660
	Iteration 0F: 2 clusters Score -4684288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4645908.000000 Penalty: 5434.653320
	Iteration 0F: 3 clusters Score -4645908 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -4660769.500000 Penalty: 5434.653320
	Iteration 1F: 3 clusters Score -4660770 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4661608.500000 Penalty: 5434.653320
	Iteration 2Q: 3 clusters Score -4661608 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4662778.000000 Penalty: 5434.653320
	Iteration 3Q: 3 clusters Score -4662778 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4664665.500000 Penalty: 5434.653320
	Iteration 4F: 3 clusters Score -4664666 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4667556.500000 Penalty: 5434.653320
	Iteration 5F: 3 clusters Score -4667556 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -4671395.500000 Penalty: 5434.653320
	Iteration 6F: 3 clusters Score -4671396 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -4675116.000000 Penalty: 5434.653320
	Iteration 7F: 3 clusters Score -4675116 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -4677964.000000 Penalty: 5434.653320
	Iteration 8F: 3 clusters Score -4677964 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -4679683.000000 Penalty: 5434.653320
	Iteration 9Q: 3 clusters Score -4679683 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -4680711.500000 Penalty: 5434.653320
	Iteration 10Q: 3 clusters Score -4680712 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -4681236.500000 Penalty: 5434.653320
	Iteration 11Q: 3 clusters Score -4681236 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -4681557.000000 Penalty: 5434.653320
	Iteration 12Q: 3 clusters Score -4681557 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -4681711.000000 Penalty: 5434.653320
	Iteration 13Q: 3 clusters Score -4681711 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -4681784.500000 Penalty: 5434.653320
	Iteration 14Q: 3 clusters Score -4681784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -4681830.500000 Penalty: 5434.653320
	Iteration 15Q: 3 clusters Score -4681830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -4681871.500000 Penalty: 5434.653320
	Iteration 16Q: 3 clusters Score -4681872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -4681888.500000 Penalty: 5434.653320
	Iteration 17Q: 3 clusters Score -4681888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -4681911.000000 Penalty: 5434.653320
	Iteration 18Q: 3 clusters Score -4681911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -4681907.000000 Penalty: 5434.653320
	Iteration 19Q: 3 clusters Score -4681907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -4681925.500000 Penalty: 5434.653320
	Iteration 20F: 3 clusters Score -4681926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -4681931.500000 Penalty: 5434.653320
	Iteration 21Q: 3 clusters Score -4681932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -4681936.500000 Penalty: 5434.653320
	Iteration 22Q: 3 clusters Score -4681936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -4681936.500000 Penalty: 5434.653320
	Iteration 23F: 3 clusters Score -4681936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -268486.812500 Penalty: 2019.592285
	Iteration 0F: 2 clusters Score -268486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -264941.562500 Penalty: 4039.184570
	Iteration 0F: 3 clusters Score -264941.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -265735.500000 Penalty: 4039.184570
	Iteration 1F: 3 clusters Score -265735.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -265892.656250 Penalty: 4039.184570
	Iteration 2F: 3 clusters Score -265892.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -266000.375000 Penalty: 4039.184570
	Iteration 3Q: 3 clusters Score -266000.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -266074.187500 Penalty: 4039.184570
	Iteration 4Q: 3 clusters Score -266074.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -266149.781250 Penalty: 4039.184570
	Iteration 5Q: 3 clusters Score -266149.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -266199.625000 Penalty: 4039.184570
	Iteration 6Q: 3 clusters Score -266199.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -266248.937500 Penalty: 4039.184570
	Iteration 7Q: 3 clusters Score -266248.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -266295.875000 Penalty: 4039.184570
	Iteration 8Q: 3 clusters Score -266295.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -266332.750000 Penalty: 4039.184570
	Iteration 9Q: 3 clusters Score -266332.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -266366.062500 Penalty: 4039.184570
	Iteration 10Q: 3 clusters Score -266366.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -266402.000000 Penalty: 4039.184570
	Iteration 11Q: 3 clusters Score -266402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -266450.093750 Penalty: 4039.184570
	Iteration 12Q: 3 clusters Score -266450.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -266516.562500 Penalty: 4039.184570
	Iteration 13Q: 3 clusters Score -266516.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -266611.968750 Penalty: 4039.184570
	Iteration 14Q: 3 clusters Score -266612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -266723.062500 Penalty: 4039.184570
	Iteration 15Q: 3 clusters Score -266723.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -266845.531250 Penalty: 4039.184570
	Iteration 16Q: 3 clusters Score -266845.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -266989.625000 Penalty: 4039.184570
	Iteration 17Q: 3 clusters Score -266989.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -267163.406250 Penalty: 4039.184570
	Iteration 18Q: 3 clusters Score -267163.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -267315.687500 Penalty: 4039.184570
	Iteration 19Q: 3 clusters Score -267315.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -267438.125000 Penalty: 4039.184570
	Iteration 20F: 3 clusters Score -267438.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -267539.187500 Penalty: 4039.184570
	Iteration 21Q: 3 clusters Score -267539.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -267614.156250 Penalty: 4039.184570
	Iteration 22Q: 3 clusters Score -267614.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -267659.156250 Penalty: 4039.184570
	Iteration 23Q: 3 clusters Score -267659.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -267684.125000 Penalty: 4039.184570
	Iteration 24Q: 3 clusters Score -267684.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -267696.125000 Penalty: 4039.184570
	Iteration 25Q: 3 clusters Score -267696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -267704.812500 Penalty: 4039.184570
	Iteration 26Q: 3 clusters Score -267704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -267712.593750 Penalty: 4039.184570
	Iteration 27Q: 3 clusters Score -267712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -267714.031250 Penalty: 4039.184570
	Iteration 28Q: 3 clusters Score -267714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -267715.125000 Penalty: 4039.184570
	Iteration 29Q: 3 clusters Score -267715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -267714.937500 Penalty: 4039.184570
	Iteration 30Q: 3 clusters Score -267714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -267715.906250 Penalty: 4039.184570
	Iteration 31Q: 3 clusters Score -267715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -267717.500000 Penalty: 4039.184570
	Iteration 32Q: 3 clusters Score -267717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -267718.906250 Penalty: 4039.184570
	Iteration 33Q: 3 clusters Score -267718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -267720.156250 Penalty: 4039.184570
	Iteration 34Q: 3 clusters Score -267720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -267720.531250 Penalty: 4039.184570
	Iteration 35Q: 3 clusters Score -267720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -267721.375000 Penalty: 4039.184570
	Iteration 36Q: 3 clusters Score -267721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -267721.375000 Penalty: 4039.184570
	Iteration 37F: 3 clusters Score -267721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Entering Unmasked Estep 
Score: -1402203.125000 Penalty: 2415.760254
	Iteration 0F: 2 clusters Score -1402203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1390003.875000 Penalty: 4831.520508
	Iteration 0F: 3 clusters Score -1390004 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1393914.125000 Penalty: 4831.520508
	Iteration 1F: 3 clusters Score -1393914 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1394271.250000 Penalty: 4831.520508
	Iteration 2F: 3 clusters Score -1394271 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1394535.000000 Penalty: 4831.520508
	Iteration 3Q: 3 clusters Score -1394535 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1394748.000000 Penalty: 4831.520508
	Iteration 4Q: 3 clusters Score -1394748 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1394968.375000 Penalty: 4831.520508
	Iteration 5Q: 3 clusters Score -1394968 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1395179.625000 Penalty: 4831.520508
	Iteration 6Q: 3 clusters Score -1395180 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1395429.250000 Penalty: 4831.520508
	Iteration 7Q: 3 clusters Score -1395429 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1395727.625000 Penalty: 4831.520508
	Iteration 8Q: 3 clusters Score -1395728 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1396150.750000 Penalty: 4831.520508
	Iteration 9Q: 3 clusters Score -1396151 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1396690.000000 Penalty: 4831.520508
	Iteration 10F: 3 clusters Score -1396690 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1397287.375000 Penalty: 4831.520508
	Iteration 11F: 3 clusters Score -1397287 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1397908.625000 Penalty: 4831.520508
	Iteration 12F: 3 clusters Score -1397909 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1398456.375000 Penalty: 4831.520508
	Iteration 13Q: 3 clusters Score -1398456 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1398913.500000 Penalty: 4831.520508
	Iteration 14Q: 3 clusters Score -1398914 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1399288.500000 Penalty: 4831.520508
	Iteration 15Q: 3 clusters Score -1399288 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1399590.375000 Penalty: 4831.520508
	Iteration 16Q: 3 clusters Score -1399590 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1399828.250000 Penalty: 4831.520508
	Iteration 17Q: 3 clusters Score -1399828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1399984.000000 Penalty: 4831.520508
	Iteration 18Q: 3 clusters Score -1399984 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1400100.750000 Penalty: 4831.520508
	Iteration 19Q: 3 clusters Score -1400101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1400173.625000 Penalty: 4831.520508
	Iteration 20F: 3 clusters Score -1400174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1400232.000000 Penalty: 4831.520508
	Iteration 21Q: 3 clusters Score -1400232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1400268.625000 Penalty: 4831.520508
	Iteration 22Q: 3 clusters Score -1400269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1400298.375000 Penalty: 4831.520508
	Iteration 23Q: 3 clusters Score -1400298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1400320.875000 Penalty: 4831.520508
	Iteration 24Q: 3 clusters Score -1400321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1400338.625000 Penalty: 4831.520508
	Iteration 25Q: 3 clusters Score -1400339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1400349.375000 Penalty: 4831.520508
	Iteration 26Q: 3 clusters Score -1400349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1400361.500000 Penalty: 4831.520508
	Iteration 27Q: 3 clusters Score -1400362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1400363.875000 Penalty: 4831.520508
	Iteration 28Q: 3 clusters Score -1400364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1400366.750000 Penalty: 4831.520508
	Iteration 29Q: 3 clusters Score -1400367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1400372.125000 Penalty: 4831.520508
	Iteration 30Q: 3 clusters Score -1400372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1400381.750000 Penalty: 4831.520508
	Iteration 31Q: 3 clusters Score -1400382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1400381.125000 Penalty: 4831.520508
	Iteration 32Q: 3 clusters Score -1400381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1400386.250000 Penalty: 4831.520508
	Iteration 33Q: 3 clusters Score -1400386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1400388.750000 Penalty: 4831.520508
	Iteration 34Q: 3 clusters Score -1400389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1400389.125000 Penalty: 4831.520508
	Iteration 35Q: 3 clusters Score -1400389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1400390.250000 Penalty: 4831.520508
	Iteration 36Q: 3 clusters Score -1400390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1400392.125000 Penalty: 4831.520508
	Iteration 37Q: 3 clusters Score -1400392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1400391.875000 Penalty: 4831.520508
	Iteration 38Q: 3 clusters Score -1400392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1400394.125000 Penalty: 4831.520508
	Iteration 39Q: 3 clusters Score -1400394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1400394.125000 Penalty: 4831.520508
	Iteration 40F: 3 clusters Score -1400394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1400399.500000 Penalty: 4831.520508
	Iteration 41Q: 3 clusters Score -1400400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1400399.250000 Penalty: 4831.520508
	Iteration 42Q: 3 clusters Score -1400399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1400399.750000 Penalty: 4831.520508
	Iteration 43Q: 3 clusters Score -1400400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1400400.125000 Penalty: 4831.520508
	Iteration 44Q: 3 clusters Score -1400400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1400400.125000 Penalty: 4831.520508
	Iteration 45F: 3 clusters Score -1400400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -227736.734375 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -227736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -224308.843750 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -224308.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -225236.734375 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -225236.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -225572.656250 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -225572.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -225818.718750 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -225818.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -226068.437500 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -226068.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -226307.765625 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -226307.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -226533.984375 Penalty: 4028.106934
	Iteration 6F: 3 clusters Score -226534 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -226746.328125 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -226746.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -226904.625000 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -226904.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -227052.109375 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -227052.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -227156.765625 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -227156.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -227206.640625 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -227206.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -227236.781250 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -227236.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -227257.484375 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -227257.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -227267.875000 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -227267.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -227275.078125 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -227275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -227279.234375 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -227279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -227281.343750 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -227281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -227282.578125 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -227282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -227283.640625 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -227283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -227284.515625 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -227284.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -129719.789062 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -129719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -127357.390625 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -127357.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -127755.203125 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -127755.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -127866.289062 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -127866.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -127912.890625 Penalty: 3663.996826
	Iteration 3Q: 3 clusters Score -127912.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127945.914062 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -127945.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127974.132812 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -127974.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -127992.234375 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -127992.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128015.507812 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -128015.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -128029.875000 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -128029.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -128037.601562 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -128037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -128045.125000 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -128045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -128049.859375 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -128049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -128056.554688 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -128056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -128059.257812 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -128059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128063.210938 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -128063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -128067.976562 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -128068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128072.179688 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -128072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -128073.382812 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -128073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -128073.382812 Penalty: 3663.996826
	Iteration 18F: 3 clusters Score -128073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -205323.203125 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -205323.2 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 1313 members 
Entering Unmasked Estep 
Score: -202287.187500 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -202287.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -203005.265625 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -203005.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203259.031250 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -203259 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -203471.515625 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -203471.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -203648.390625 Penalty: 3918.531982
	Iteration 4F: 3 clusters Score -203648.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -203884.921875 Penalty: 3918.531982
	Iteration 5F: 3 clusters Score -203884.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -204164.640625 Penalty: 3918.531982
	Iteration 6F: 3 clusters Score -204164.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204435.062500 Penalty: 3918.531982
	Iteration 7F: 3 clusters Score -204435.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -204647.281250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -204647.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204793.843750 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -204793.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -204882.968750 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -204883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -204926.046875 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -204926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -204955.140625 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -204955.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -204973.000000 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -204973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -204987.718750 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -204987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -204997.640625 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -204997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205003.671875 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -205003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -205006.812500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -205006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -205009.968750 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -205010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -205015.031250 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -205015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205016.312500 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -205016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205017.812500 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -205017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -205018.734375 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -205018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -205020.171875 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -205020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -205020.796875 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -205020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -205020.796875 Penalty: 3918.531982
	Iteration 25F: 3 clusters Score -205020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -82693.562500 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -82693.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80717.101562 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -80717.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81018.125000 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -81018.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81126.437500 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -81126.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81207.062500 Penalty: 3468.079834
	Iteration 3Q: 3 clusters Score -81207.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -81271.984375 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -81271.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -81347.765625 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -81347.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -81429.359375 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -81429.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81516.281250 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -81516.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -81610.656250 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -81610.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81705.250000 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -81705.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -81772.515625 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -81772.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -81829.132812 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -81829.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -81851.734375 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -81851.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81866.546875 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -81866.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -81883.539062 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -81883.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81885.476562 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -81885.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81886.460938 Penalty: 3468.079834
	Iteration 16Q: 3 clusters Score -81886.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -81888.398438 Penalty: 3468.079834
	Iteration 17Q: 3 clusters Score -81888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -81895.601562 Penalty: 3468.079834
	Iteration 18Q: 3 clusters Score -81895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -81897.296875 Penalty: 3468.079834
	Iteration 19Q: 3 clusters Score -81897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81900.085938 Penalty: 3468.079834
	Iteration 20F: 3 clusters Score -81900.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81908.765625 Penalty: 3468.079834
	Iteration 21Q: 3 clusters Score -81908.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -81911.953125 Penalty: 3468.079834
	Iteration 22Q: 3 clusters Score -81911.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81914.992188 Penalty: 3468.079834
	Iteration 23Q: 3 clusters Score -81914.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -81914.992188 Penalty: 3468.079834
	Iteration 24F: 3 clusters Score -81914.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Entering Unmasked Estep 
Score: -1877267.625000 Penalty: 2474.449707
	Iteration 0F: 2 clusters Score -1877268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1862286.875000 Penalty: 4948.899414
	Iteration 0F: 3 clusters Score -1862287 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1867364.750000 Penalty: 4948.899414
	Iteration 1F: 3 clusters Score -1867365 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1867838 nChanged 1037
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 11529 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1870255 nChanged 1202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1871264 nChanged 1291
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Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1875556 nChanged 433
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Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1875718 nChanged 300
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Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1875809 nChanged 203
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Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1875861 nChanged 167
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Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1875894 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1875931 nChanged 119
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Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1875958 nChanged 120
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1875978 nChanged 86
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Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1875995.500000 Penalty: 4948.899414
	Iteration 20F: 3 clusters Score -1875996 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1876001.625000 Penalty: 4948.899414
	Iteration 21Q: 3 clusters Score -1876002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1876009.250000 Penalty: 4948.899414
	Iteration 22Q: 3 clusters Score -1876009 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1876026.625000 Penalty: 4948.899414
	Iteration 23Q: 3 clusters Score -1876027 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1876043.125000 Penalty: 4948.899414
	Iteration 24Q: 3 clusters Score -1876043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1876045.250000 Penalty: 4948.899414
	Iteration 25Q: 3 clusters Score -1876045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1876058.750000 Penalty: 4948.899414
	Iteration 26Q: 3 clusters Score -1876059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1876065.500000 Penalty: 4948.899414
	Iteration 27Q: 3 clusters Score -1876066 nChanged 40
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Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1876066 nChanged 35
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Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1876075.875000 Penalty: 4948.899414
	Iteration 29Q: 3 clusters Score -1876076 nChanged 33
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Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1876072 nChanged 31
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Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1876076 nChanged 43
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Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1876084 nChanged 46
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Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1876087 nChanged 53
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Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1876091.500000 Penalty: 4948.899414
	Iteration 34Q: 3 clusters Score -1876092 nChanged 52
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Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1876108.250000 Penalty: 4948.899414
	Iteration 35Q: 3 clusters Score -1876108 nChanged 69
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Mstep: Class 1 contains 9081 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1876120 nChanged 76
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Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1876132 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1876139 nChanged 83
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Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1876159.375000 Penalty: 4948.899414
	Iteration 39Q: 3 clusters Score -1876159 nChanged 68
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Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1876170.375000 Penalty: 4948.899414
	Iteration 40F: 3 clusters Score -1876170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1876176.375000 Penalty: 4948.899414
	Iteration 41Q: 3 clusters Score -1876176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1876184.625000 Penalty: 4948.899414
	Iteration 42Q: 3 clusters Score -1876185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1876200.375000 Penalty: 4948.899414
	Iteration 43Q: 3 clusters Score -1876200 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1876222.750000 Penalty: 4948.899414
	Iteration 44Q: 3 clusters Score -1876223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1876236.250000 Penalty: 4948.899414
	Iteration 45Q: 3 clusters Score -1876236 nChanged 84
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1876247.875000 Penalty: 4948.899414
	Iteration 46Q: 3 clusters Score -1876248 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1876259.750000 Penalty: 4948.899414
	Iteration 47Q: 3 clusters Score -1876260 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1876268.875000 Penalty: 4948.899414
	Iteration 48Q: 3 clusters Score -1876269 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1876276 nChanged 72
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Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1876295.375000 Penalty: 4948.899414
	Iteration 50Q: 3 clusters Score -1876295 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1876305 nChanged 73
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Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1876318 nChanged 70
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Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1876327 nChanged 80
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1876341.750000 Penalty: 4948.899414
	Iteration 54Q: 3 clusters Score -1876342 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1876356.750000 Penalty: 4948.899414
	Iteration 55Q: 3 clusters Score -1876357 nChanged 88
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Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1876371.000000 Penalty: 4948.899414
	Iteration 56Q: 3 clusters Score -1876371 nChanged 94
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Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1876386.750000 Penalty: 4948.899414
	Iteration 57Q: 3 clusters Score -1876387 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10734 members 
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Entering Unmasked Estep 
Score: -1876401.375000 Penalty: 4948.899414
	Iteration 58Q: 3 clusters Score -1876401 nChanged 84
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Mstep: Class 1 contains 10818 members 
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Score: -1876414.125000 Penalty: 4948.899414
	Iteration 59Q: 3 clusters Score -1876414 nChanged 74
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Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1876426.750000 Penalty: 4948.899414
	Iteration 60F: 3 clusters Score -1876427 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1876435 nChanged 60
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Mstep: Class 1 contains 11021 members 
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Score: -1876446.250000 Penalty: 4948.899414
	Iteration 62Q: 3 clusters Score -1876446 nChanged 64
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Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1876453.875000 Penalty: 4948.899414
	Iteration 63Q: 3 clusters Score -1876454 nChanged 69
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Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1876464.250000 Penalty: 4948.899414
	Iteration 64Q: 3 clusters Score -1876464 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10315 members 
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Score: -1876480.000000 Penalty: 4948.899414
	Iteration 65Q: 3 clusters Score -1876480 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1876482.625000 Penalty: 4948.899414
	Iteration 66Q: 3 clusters Score -1876483 nChanged 53
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10193 members 
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	Iteration 67Q: 3 clusters Score -1876489 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1876500.625000 Penalty: 4948.899414
	Iteration 68Q: 3 clusters Score -1876501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1876516.125000 Penalty: 4948.899414
	Iteration 69Q: 3 clusters Score -1876516 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11538 members 
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Entering Unmasked Estep 
Score: -1876522.000000 Penalty: 4948.899414
	Iteration 70Q: 3 clusters Score -1876522 nChanged 63
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Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1876532.375000 Penalty: 4948.899414
	Iteration 71Q: 3 clusters Score -1876532 nChanged 62
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Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1876536.250000 Penalty: 4948.899414
	Iteration 72Q: 3 clusters Score -1876536 nChanged 58
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Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1876544.125000 Penalty: 4948.899414
	Iteration 73Q: 3 clusters Score -1876544 nChanged 46
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Mstep: Class 1 contains 11767 members 
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Entering Unmasked Estep 
Score: -1876542.875000 Penalty: 4948.899414
	Iteration 74Q: 3 clusters Score -1876543 nChanged 34
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Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9738 members 
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Score: -1876549.875000 Penalty: 4948.899414
	Iteration 75Q: 3 clusters Score -1876550 nChanged 41
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Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 9697 members 
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	Iteration 76Q: 3 clusters Score -1876561 nChanged 50
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Mstep: Class 1 contains 11892 members 
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	Iteration 77Q: 3 clusters Score -1876569 nChanged 57
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Mstep: Class 1 contains 11949 members 
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Score: -1876572.875000 Penalty: 4948.899414
	Iteration 78Q: 3 clusters Score -1876573 nChanged 53
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1876578 nChanged 52
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Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 9485 members 
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	Iteration 80F: 3 clusters Score -1876585 nChanged 49
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Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 9436 members 
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	Iteration 81Q: 3 clusters Score -1876590 nChanged 44
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Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1876586.750000 Penalty: 4948.899414
	Iteration 82Q: 3 clusters Score -1876587 nChanged 42
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Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1876598 nChanged 49
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Mstep: Class 1 contains 12238 members 
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Entering Unmasked Estep 
Score: -1876611.500000 Penalty: 4948.899414
	Iteration 84Q: 3 clusters Score -1876612 nChanged 49
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Mstep: Class 1 contains 12287 members 
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Entering Unmasked Estep 
Score: -1876619.250000 Penalty: 4948.899414
	Iteration 85Q: 3 clusters Score -1876619 nChanged 50
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Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1876622.500000 Penalty: 4948.899414
	Iteration 86Q: 3 clusters Score -1876622 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1876631.250000 Penalty: 4948.899414
	Iteration 87Q: 3 clusters Score -1876631 nChanged 36
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Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1876636.000000 Penalty: 4948.899414
	Iteration 88Q: 3 clusters Score -1876636 nChanged 28
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Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1876629.500000 Penalty: 4948.899414
	Iteration 89Q: 3 clusters Score -1876630 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1876635.250000 Penalty: 4948.899414
	Iteration 90Q: 3 clusters Score -1876635 nChanged 43
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Mstep: Class 1 contains 12520 members 
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Entering Unmasked Estep 
Score: -1876639.875000 Penalty: 4948.899414
	Iteration 91Q: 3 clusters Score -1876640 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1876645.125000 Penalty: 4948.899414
	Iteration 92Q: 3 clusters Score -1876645 nChanged 40
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Mstep: Class 1 contains 12596 members 
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Entering Unmasked Estep 
Score: -1876658.625000 Penalty: 4948.899414
	Iteration 93Q: 3 clusters Score -1876659 nChanged 34
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Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1876659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1876664.375000 Penalty: 4948.899414
	Iteration 95Q: 3 clusters Score -1876664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1876668.375000 Penalty: 4948.899414
	Iteration 96Q: 3 clusters Score -1876668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1876670.125000 Penalty: 4948.899414
	Iteration 97Q: 3 clusters Score -1876670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1876675.125000 Penalty: 4948.899414
	Iteration 98Q: 3 clusters Score -1876675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1876689.125000 Penalty: 4948.899414
	Iteration 99Q: 3 clusters Score -1876689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1876694.000000 Penalty: 4948.899414
	Iteration 100F: 3 clusters Score -1876694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1876706.125000 Penalty: 4948.899414
	Iteration 101Q: 3 clusters Score -1876706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1876714.875000 Penalty: 4948.899414
	Iteration 102Q: 3 clusters Score -1876715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1876724.250000 Penalty: 4948.899414
	Iteration 103Q: 3 clusters Score -1876724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1876728.500000 Penalty: 4948.899414
	Iteration 104Q: 3 clusters Score -1876728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1876732.000000 Penalty: 4948.899414
	Iteration 105Q: 3 clusters Score -1876732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1876730.875000 Penalty: 4948.899414
	Iteration 106Q: 3 clusters Score -1876731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1876732.500000 Penalty: 4948.899414
	Iteration 107Q: 3 clusters Score -1876732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1876743.500000 Penalty: 4948.899414
	Iteration 108Q: 3 clusters Score -1876744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1876748.125000 Penalty: 4948.899414
	Iteration 109Q: 3 clusters Score -1876748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1876757.500000 Penalty: 4948.899414
	Iteration 110Q: 3 clusters Score -1876758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1876766.750000 Penalty: 4948.899414
	Iteration 111Q: 3 clusters Score -1876767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1876769.500000 Penalty: 4948.899414
	Iteration 112Q: 3 clusters Score -1876770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1876774.375000 Penalty: 4948.899414
	Iteration 113Q: 3 clusters Score -1876774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1876784.500000 Penalty: 4948.899414
	Iteration 114Q: 3 clusters Score -1876784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1876791.625000 Penalty: 4948.899414
	Iteration 115Q: 3 clusters Score -1876792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1876798.250000 Penalty: 4948.899414
	Iteration 116Q: 3 clusters Score -1876798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1876799.625000 Penalty: 4948.899414
	Iteration 117Q: 3 clusters Score -1876800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1876801.000000 Penalty: 4948.899414
	Iteration 118Q: 3 clusters Score -1876801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1876811.875000 Penalty: 4948.899414
	Iteration 119Q: 3 clusters Score -1876812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1876820.000000 Penalty: 4948.899414
	Iteration 120F: 3 clusters Score -1876820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1876823.125000 Penalty: 4948.899414
	Iteration 121Q: 3 clusters Score -1876823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1876824.375000 Penalty: 4948.899414
	Iteration 122Q: 3 clusters Score -1876824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1876830.250000 Penalty: 4948.899414
	Iteration 123Q: 3 clusters Score -1876830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1876832.125000 Penalty: 4948.899414
	Iteration 124Q: 3 clusters Score -1876832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1876831.250000 Penalty: 4948.899414
	Iteration 125Q: 3 clusters Score -1876831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1876844.500000 Penalty: 4948.899414
	Iteration 126Q: 3 clusters Score -1876844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1876843.625000 Penalty: 4948.899414
	Iteration 127Q: 3 clusters Score -1876844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1876843.125000 Penalty: 4948.899414
	Iteration 128Q: 3 clusters Score -1876843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1876844.250000 Penalty: 4948.899414
	Iteration 129Q: 3 clusters Score -1876844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1876852.000000 Penalty: 4948.899414
	Iteration 130Q: 3 clusters Score -1876852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1876856.125000 Penalty: 4948.899414
	Iteration 131Q: 3 clusters Score -1876856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1876858.500000 Penalty: 4948.899414
	Iteration 132Q: 3 clusters Score -1876858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1876870.250000 Penalty: 4948.899414
	Iteration 133Q: 3 clusters Score -1876870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1876876.625000 Penalty: 4948.899414
	Iteration 134Q: 3 clusters Score -1876877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1876880.125000 Penalty: 4948.899414
	Iteration 135Q: 3 clusters Score -1876880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1876887.250000 Penalty: 4948.899414
	Iteration 136Q: 3 clusters Score -1876887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1876888.000000 Penalty: 4948.899414
	Iteration 137Q: 3 clusters Score -1876888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1876894.125000 Penalty: 4948.899414
	Iteration 138Q: 3 clusters Score -1876894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1876898.875000 Penalty: 4948.899414
	Iteration 139Q: 3 clusters Score -1876899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1876894.125000 Penalty: 4948.899414
	Iteration 140F: 3 clusters Score -1876894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1876899.250000 Penalty: 4948.899414
	Iteration 141Q: 3 clusters Score -1876899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1876898.625000 Penalty: 4948.899414
	Iteration 142Q: 3 clusters Score -1876899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1876906.500000 Penalty: 4948.899414
	Iteration 143Q: 3 clusters Score -1876906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1876908.875000 Penalty: 4948.899414
	Iteration 144Q: 3 clusters Score -1876909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1876910.250000 Penalty: 4948.899414
	Iteration 145Q: 3 clusters Score -1876910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1876908.625000 Penalty: 4948.899414
	Iteration 146Q: 3 clusters Score -1876909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1876910.375000 Penalty: 4948.899414
	Iteration 147Q: 3 clusters Score -1876910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1876910.125000 Penalty: 4948.899414
	Iteration 148Q: 3 clusters Score -1876910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1876910.875000 Penalty: 4948.899414
	Iteration 149Q: 3 clusters Score -1876911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1876911.000000 Penalty: 4948.899414
	Iteration 150Q: 3 clusters Score -1876911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1876911.750000 Penalty: 4948.899414
	Iteration 151Q: 3 clusters Score -1876912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1876911.250000 Penalty: 4948.899414
	Iteration 152Q: 3 clusters Score -1876911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1876910.875000 Penalty: 4948.899414
	Iteration 153Q: 3 clusters Score -1876911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1876907.875000 Penalty: 4948.899414
	Iteration 154Q: 3 clusters Score -1876908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1876908.750000 Penalty: 4948.899414
	Iteration 155Q: 3 clusters Score -1876909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1876908.750000 Penalty: 4948.899414
	Iteration 156F: 3 clusters Score -1876909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Entering Unmasked Estep 
Score: -1705034.000000 Penalty: 2462.575439
	Iteration 0F: 2 clusters Score -1705034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1690548.000000 Penalty: 4925.150879
	Iteration 0F: 3 clusters Score -1690548 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1695619.875000 Penalty: 4925.150879
	Iteration 1F: 3 clusters Score -1695620 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1696460.125000 Penalty: 4925.150879
	Iteration 2F: 3 clusters Score -1696460 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1697500.125000 Penalty: 4925.150879
	Iteration 3F: 3 clusters Score -1697500 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1698579.625000 Penalty: 4925.150879
	Iteration 4F: 3 clusters Score -1698580 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1699479.375000 Penalty: 4925.150879
	Iteration 5F: 3 clusters Score -1699479 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1700211.125000 Penalty: 4925.150879
	Iteration 6F: 3 clusters Score -1700211 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1700738.875000 Penalty: 4925.150879
	Iteration 7Q: 3 clusters Score -1700739 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1701100.500000 Penalty: 4925.150879
	Iteration 8Q: 3 clusters Score -1701100 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1701386.625000 Penalty: 4925.150879
	Iteration 9Q: 3 clusters Score -1701387 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1701673.875000 Penalty: 4925.150879
	Iteration 10Q: 3 clusters Score -1701674 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1701967.750000 Penalty: 4925.150879
	Iteration 11Q: 3 clusters Score -1701968 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1702338.125000 Penalty: 4925.150879
	Iteration 12Q: 3 clusters Score -1702338 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1702806.375000 Penalty: 4925.150879
	Iteration 13Q: 3 clusters Score -1702806 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1703309.000000 Penalty: 4925.150879
	Iteration 14Q: 3 clusters Score -1703309 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1703725.250000 Penalty: 4925.150879
	Iteration 15Q: 3 clusters Score -1703725 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1703943.500000 Penalty: 4925.150879
	Iteration 16Q: 3 clusters Score -1703944 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1704071.375000 Penalty: 4925.150879
	Iteration 17Q: 3 clusters Score -1704071 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1704125.875000 Penalty: 4925.150879
	Iteration 18Q: 3 clusters Score -1704126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1704168.625000 Penalty: 4925.150879
	Iteration 19Q: 3 clusters Score -1704169 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1704200.500000 Penalty: 4925.150879
	Iteration 20F: 3 clusters Score -1704200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1704218.375000 Penalty: 4925.150879
	Iteration 21Q: 3 clusters Score -1704218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1704236.875000 Penalty: 4925.150879
	Iteration 22Q: 3 clusters Score -1704237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1704257.875000 Penalty: 4925.150879
	Iteration 23Q: 3 clusters Score -1704258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1704269.125000 Penalty: 4925.150879
	Iteration 24Q: 3 clusters Score -1704269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1704275.750000 Penalty: 4925.150879
	Iteration 25Q: 3 clusters Score -1704276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1704281.875000 Penalty: 4925.150879
	Iteration 26Q: 3 clusters Score -1704282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1704287.000000 Penalty: 4925.150879
	Iteration 27Q: 3 clusters Score -1704287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1704289.125000 Penalty: 4925.150879
	Iteration 28Q: 3 clusters Score -1704289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1704289.125000 Penalty: 4925.150879
	Iteration 29Q: 3 clusters Score -1704289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1704290.875000 Penalty: 4925.150879
	Iteration 30Q: 3 clusters Score -1704291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1704291.250000 Penalty: 4925.150879
	Iteration 31Q: 3 clusters Score -1704291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1704289.000000 Penalty: 4925.150879
	Iteration 32Q: 3 clusters Score -1704289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1704303.375000 Penalty: 4925.150879
	Iteration 33Q: 3 clusters Score -1704303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1704308.375000 Penalty: 4925.150879
	Iteration 34Q: 3 clusters Score -1704308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1704306.875000 Penalty: 4925.150879
	Iteration 35Q: 3 clusters Score -1704307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1704301.625000 Penalty: 4925.150879
	Iteration 36Q: 3 clusters Score -1704302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1704307.125000 Penalty: 4925.150879
	Iteration 37Q: 3 clusters Score -1704307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1704307.250000 Penalty: 4925.150879
	Iteration 38Q: 3 clusters Score -1704307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1704308.750000 Penalty: 4925.150879
	Iteration 39Q: 3 clusters Score -1704309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1704312.375000 Penalty: 4925.150879
	Iteration 40F: 3 clusters Score -1704312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1704319.375000 Penalty: 4925.150879
	Iteration 41Q: 3 clusters Score -1704319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1704316.875000 Penalty: 4925.150879
	Iteration 42Q: 3 clusters Score -1704317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1704315.000000 Penalty: 4925.150879
	Iteration 43Q: 3 clusters Score -1704315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1704318.875000 Penalty: 4925.150879
	Iteration 44Q: 3 clusters Score -1704319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1704320.875000 Penalty: 4925.150879
	Iteration 45Q: 3 clusters Score -1704321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1704317.500000 Penalty: 4925.150879
	Iteration 46Q: 3 clusters Score -1704318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1704318.000000 Penalty: 4925.150879
	Iteration 47Q: 3 clusters Score -1704318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1704318.625000 Penalty: 4925.150879
	Iteration 48Q: 3 clusters Score -1704319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1704322.500000 Penalty: 4925.150879
	Iteration 49Q: 3 clusters Score -1704322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1704322.000000 Penalty: 4925.150879
	Iteration 50Q: 3 clusters Score -1704322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1704321.000000 Penalty: 4925.150879
	Iteration 51Q: 3 clusters Score -1704321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1704324.250000 Penalty: 4925.150879
	Iteration 52Q: 3 clusters Score -1704324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1704323.125000 Penalty: 4925.150879
	Iteration 53Q: 3 clusters Score -1704323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1704322.500000 Penalty: 4925.150879
	Iteration 54Q: 3 clusters Score -1704322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1704321.875000 Penalty: 4925.150879
	Iteration 55Q: 3 clusters Score -1704322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1704322.250000 Penalty: 4925.150879
	Iteration 56Q: 3 clusters Score -1704322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1704322.000000 Penalty: 4925.150879
	Iteration 57Q: 3 clusters Score -1704322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1704322.500000 Penalty: 4925.150879
	Iteration 58Q: 3 clusters Score -1704322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1704322.750000 Penalty: 4925.150879
	Iteration 59Q: 3 clusters Score -1704323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1704318.875000 Penalty: 4925.150879
	Iteration 60F: 3 clusters Score -1704319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1704324.250000 Penalty: 4925.150879
	Iteration 61Q: 3 clusters Score -1704324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1704324.250000 Penalty: 4925.150879
	Iteration 62Q: 3 clusters Score -1704324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1704330.250000 Penalty: 4925.150879
	Iteration 63Q: 3 clusters Score -1704330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1704328.250000 Penalty: 4925.150879
	Iteration 64Q: 3 clusters Score -1704328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1704326.375000 Penalty: 4925.150879
	Iteration 65Q: 3 clusters Score -1704326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1704326.625000 Penalty: 4925.150879
	Iteration 66Q: 3 clusters Score -1704327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1704327.250000 Penalty: 4925.150879
	Iteration 67Q: 3 clusters Score -1704327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1704325.250000 Penalty: 4925.150879
	Iteration 68Q: 3 clusters Score -1704325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1704326.000000 Penalty: 4925.150879
	Iteration 69Q: 3 clusters Score -1704326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1704327.000000 Penalty: 4925.150879
	Iteration 70Q: 3 clusters Score -1704327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1704327.750000 Penalty: 4925.150879
	Iteration 71Q: 3 clusters Score -1704328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1704327.750000 Penalty: 4925.150879
	Iteration 72F: 3 clusters Score -1704328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -568699.062500 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -568699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -563015.312500 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -563015.3 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -564483.625000 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -564483.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -564731.250000 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -564731.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -564902.687500 Penalty: 4379.078125
	Iteration 3Q: 3 clusters Score -564902.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -565025.437500 Penalty: 4379.078125
	Iteration 4Q: 3 clusters Score -565025.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -565103.437500 Penalty: 4379.078125
	Iteration 5Q: 3 clusters Score -565103.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -565168.562500 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -565168.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -565234.187500 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -565234.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -565295.437500 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -565295.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -565366.187500 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -565366.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -565424.812500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -565424.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -565481.750000 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -565481.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -565555.750000 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -565555.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -565630.687500 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -565630.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -565701.312500 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -565701.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -565786.812500 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -565786.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -565903.750000 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -565903.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -566040.000000 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -566040 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -566163.562500 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -566163.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -566281.500000 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -566281.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -566384.000000 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -566384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -566475.750000 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -566475.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -566547.437500 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -566547.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -566611.812500 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -566611.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -566674.125000 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -566674.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -566730.500000 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -566730.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -566784.187500 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -566784.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -566824.875000 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -566824.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -566854.687500 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -566854.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -566875.187500 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -566875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -566889.625000 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -566889.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -566902.187500 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -566902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -566908.062500 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -566908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -566918.625000 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -566918.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -566932.937500 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -566932.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -566938.000000 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -566938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -566943.250000 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -566943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -566947.625000 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -566947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -566949.687500 Penalty: 4379.078125
	Iteration 38Q: 3 clusters Score -566949.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -566955.375000 Penalty: 4379.078125
	Iteration 39Q: 3 clusters Score -566955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -566962.312500 Penalty: 4379.078125
	Iteration 40F: 3 clusters Score -566962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -566965.687500 Penalty: 4379.078125
	Iteration 41Q: 3 clusters Score -566965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -566971.062500 Penalty: 4379.078125
	Iteration 42Q: 3 clusters Score -566971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -566976.375000 Penalty: 4379.078125
	Iteration 43Q: 3 clusters Score -566976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -566979.312500 Penalty: 4379.078125
	Iteration 44Q: 3 clusters Score -566979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -566985.812500 Penalty: 4379.078125
	Iteration 45Q: 3 clusters Score -566985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -566989.562500 Penalty: 4379.078125
	Iteration 46Q: 3 clusters Score -566989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -566992.312500 Penalty: 4379.078125
	Iteration 47Q: 3 clusters Score -566992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -566994.687500 Penalty: 4379.078125
	Iteration 48Q: 3 clusters Score -566994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -566995.375000 Penalty: 4379.078125
	Iteration 49Q: 3 clusters Score -566995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -566997.937500 Penalty: 4379.078125
	Iteration 50Q: 3 clusters Score -566997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -567000.937500 Penalty: 4379.078125
	Iteration 51Q: 3 clusters Score -567000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -567003.500000 Penalty: 4379.078125
	Iteration 52Q: 3 clusters Score -567003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -567005.000000 Penalty: 4379.078125
	Iteration 53Q: 3 clusters Score -567005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -567006.562500 Penalty: 4379.078125
	Iteration 54Q: 3 clusters Score -567006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -567006.750000 Penalty: 4379.078125
	Iteration 55Q: 3 clusters Score -567006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -567006.750000 Penalty: 4379.078125
	Iteration 56F: 3 clusters Score -567006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -451463.843750 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -451463.8 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 2736 members 
Entering Unmasked Estep 
Score: -446636.093750 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -446636.1 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -447820.375000 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -447820.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -448081.531250 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -448081.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -448325.593750 Penalty: 4274.678711
	Iteration 3F: 3 clusters Score -448325.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -448570.625000 Penalty: 4274.678711
	Iteration 4Q: 3 clusters Score -448570.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -448827.812500 Penalty: 4274.678711
	Iteration 5Q: 3 clusters Score -448827.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -449107.750000 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -449107.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -449437.656250 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -449437.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -449750.218750 Penalty: 4274.678711
	Iteration 8F: 3 clusters Score -449750.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -450013.937500 Penalty: 4274.678711
	Iteration 9F: 3 clusters Score -450013.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -450239.437500 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -450239.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -450462.875000 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -450462.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -450680.656250 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -450680.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -450861.156250 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -450861.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -451009.343750 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -451009.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -451135.687500 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -451135.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -451248.937500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -451248.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -451364.906250 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -451364.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -451451.531250 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -451451.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -451509.250000 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -451509.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -451538.125000 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -451538.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -451559.906250 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -451559.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -451574.718750 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -451574.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -451582.781250 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -451582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -451589.562500 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -451589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -451595.093750 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -451595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -451598.593750 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -451598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -451601.656250 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -451601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -451604.000000 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -451604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -451608.875000 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -451608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -451610.281250 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -451610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -451612.312500 Penalty: 4274.678711
	Iteration 31Q: 3 clusters Score -451612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -451615.093750 Penalty: 4274.678711
	Iteration 32Q: 3 clusters Score -451615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -451617.125000 Penalty: 4274.678711
	Iteration 33Q: 3 clusters Score -451617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -451617.843750 Penalty: 4274.678711
	Iteration 34Q: 3 clusters Score -451617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -451617.843750 Penalty: 4274.678711
	Iteration 35F: 3 clusters Score -451617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 1064 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 19966 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Mstep: Class 52 contains 4468 members 
Entering Unmasked Estep 
Score: -51169900.000000 Penalty: 172761.734375
Splitting cluster 47 changes total score from -51170972.000000 to -51169900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -659111.937500 Penalty: 2233.523193
	Iteration 0F: 2 clusters Score -659111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -652665.312500 Penalty: 4467.046387
	Iteration 0F: 3 clusters Score -652665.3 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -654596.312500 Penalty: 4467.046387
	Iteration 1F: 3 clusters Score -654596.3 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -655119.812500 Penalty: 4467.046387
	Iteration 2F: 3 clusters Score -655119.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -655605.937500 Penalty: 4467.046387
	Iteration 3F: 3 clusters Score -655605.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -656074.062500 Penalty: 4467.046387
	Iteration 4F: 3 clusters Score -656074.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -656530.875000 Penalty: 4467.046387
	Iteration 5F: 3 clusters Score -656530.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -656952.500000 Penalty: 4467.046387
	Iteration 6F: 3 clusters Score -656952.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -657316.937500 Penalty: 4467.046387
	Iteration 7Q: 3 clusters Score -657316.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -657556.187500 Penalty: 4467.046387
	Iteration 8Q: 3 clusters Score -657556.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -657757.375000 Penalty: 4467.046387
	Iteration 9Q: 3 clusters Score -657757.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -657992.187500 Penalty: 4467.046387
	Iteration 10Q: 3 clusters Score -657992.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -658207.125000 Penalty: 4467.046387
	Iteration 11Q: 3 clusters Score -658207.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -658387.812500 Penalty: 4467.046387
	Iteration 12Q: 3 clusters Score -658387.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -658517.562500 Penalty: 4467.046387
	Iteration 13Q: 3 clusters Score -658517.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -658603.937500 Penalty: 4467.046387
	Iteration 14Q: 3 clusters Score -658603.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -658640.625000 Penalty: 4467.046387
	Iteration 15Q: 3 clusters Score -658640.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -658651.250000 Penalty: 4467.046387
	Iteration 16Q: 3 clusters Score -658651.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -658657.312500 Penalty: 4467.046387
	Iteration 17Q: 3 clusters Score -658657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -658659.375000 Penalty: 4467.046387
	Iteration 18Q: 3 clusters Score -658659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -658661.312500 Penalty: 4467.046387
	Iteration 19Q: 3 clusters Score -658661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -658661.000000 Penalty: 4467.046387
	Iteration 20F: 3 clusters Score -658661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -658662.500000 Penalty: 4467.046387
	Iteration 21Q: 3 clusters Score -658662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -658661.312500 Penalty: 4467.046387
	Iteration 22Q: 3 clusters Score -658661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -658661.312500 Penalty: 4467.046387
	Iteration 23F: 3 clusters Score -658661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (19966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Entering Unmasked Estep 
Score: -1638514.625000 Penalty: 2455.642822
	Iteration 0F: 2 clusters Score -1638515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1624465.125000 Penalty: 4911.285645
	Iteration 0F: 3 clusters Score -1624465 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1629033.875000 Penalty: 4911.285645
	Iteration 1F: 3 clusters Score -1629034 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1629493.000000 Penalty: 4911.285645
	Iteration 2F: 3 clusters Score -1629493 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1629958.125000 Penalty: 4911.285645
	Iteration 3Q: 3 clusters Score -1629958 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1630401.000000 Penalty: 4911.285645
	Iteration 4Q: 3 clusters Score -1630401 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1630821.000000 Penalty: 4911.285645
	Iteration 5Q: 3 clusters Score -1630821 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1631265.625000 Penalty: 4911.285645
	Iteration 6Q: 3 clusters Score -1631266 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1631765.500000 Penalty: 4911.285645
	Iteration 7Q: 3 clusters Score -1631766 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1632316.625000 Penalty: 4911.285645
	Iteration 8Q: 3 clusters Score -1632317 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1633041.875000 Penalty: 4911.285645
	Iteration 9F: 3 clusters Score -1633042 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1633895.750000 Penalty: 4911.285645
	Iteration 10F: 3 clusters Score -1633896 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1634794.625000 Penalty: 4911.285645
	Iteration 11F: 3 clusters Score -1634795 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1635669.750000 Penalty: 4911.285645
	Iteration 12F: 3 clusters Score -1635670 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1636440.625000 Penalty: 4911.285645
	Iteration 13F: 3 clusters Score -1636441 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1637055.625000 Penalty: 4911.285645
	Iteration 14Q: 3 clusters Score -1637056 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1637550.125000 Penalty: 4911.285645
	Iteration 15Q: 3 clusters Score -1637550 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1637882.250000 Penalty: 4911.285645
	Iteration 16Q: 3 clusters Score -1637882 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1638075.500000 Penalty: 4911.285645
	Iteration 17Q: 3 clusters Score -1638076 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1638187.875000 Penalty: 4911.285645
	Iteration 18Q: 3 clusters Score -1638188 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1638262.375000 Penalty: 4911.285645
	Iteration 19Q: 3 clusters Score -1638262 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1638320.750000 Penalty: 4911.285645
	Iteration 20F: 3 clusters Score -1638321 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1638359.000000 Penalty: 4911.285645
	Iteration 21Q: 3 clusters Score -1638359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1638380.750000 Penalty: 4911.285645
	Iteration 22Q: 3 clusters Score -1638381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1638408.250000 Penalty: 4911.285645
	Iteration 23Q: 3 clusters Score -1638408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1638429.250000 Penalty: 4911.285645
	Iteration 24Q: 3 clusters Score -1638429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1638441.000000 Penalty: 4911.285645
	Iteration 25Q: 3 clusters Score -1638441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1638448.500000 Penalty: 4911.285645
	Iteration 26Q: 3 clusters Score -1638448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1638459.500000 Penalty: 4911.285645
	Iteration 27Q: 3 clusters Score -1638460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1638472.250000 Penalty: 4911.285645
	Iteration 28Q: 3 clusters Score -1638472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1638473.250000 Penalty: 4911.285645
	Iteration 29Q: 3 clusters Score -1638473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1638484.000000 Penalty: 4911.285645
	Iteration 30Q: 3 clusters Score -1638484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1638485.375000 Penalty: 4911.285645
	Iteration 31Q: 3 clusters Score -1638485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1638497.500000 Penalty: 4911.285645
	Iteration 32Q: 3 clusters Score -1638498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1638503.000000 Penalty: 4911.285645
	Iteration 33Q: 3 clusters Score -1638503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1638501.375000 Penalty: 4911.285645
	Iteration 34Q: 3 clusters Score -1638501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1638505.250000 Penalty: 4911.285645
	Iteration 35Q: 3 clusters Score -1638505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1638508.000000 Penalty: 4911.285645
	Iteration 36Q: 3 clusters Score -1638508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1638509.125000 Penalty: 4911.285645
	Iteration 37Q: 3 clusters Score -1638509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1638515.000000 Penalty: 4911.285645
	Iteration 38Q: 3 clusters Score -1638515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1638510.875000 Penalty: 4911.285645
	Iteration 39Q: 3 clusters Score -1638511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1638511.750000 Penalty: 4911.285645
	Iteration 40F: 3 clusters Score -1638512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1638511.625000 Penalty: 4911.285645
	Iteration 41Q: 3 clusters Score -1638512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1638514.625000 Penalty: 4911.285645
	Iteration 42Q: 3 clusters Score -1638515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1638513.750000 Penalty: 4911.285645
	Iteration 43Q: 3 clusters Score -1638514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1638517.875000 Penalty: 4911.285645
	Iteration 44Q: 3 clusters Score -1638518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1638513.875000 Penalty: 4911.285645
	Iteration 45Q: 3 clusters Score -1638514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1638517.875000 Penalty: 4911.285645
	Iteration 46Q: 3 clusters Score -1638518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1638513.625000 Penalty: 4911.285645
	Iteration 47Q: 3 clusters Score -1638514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1638515.375000 Penalty: 4911.285645
	Iteration 48Q: 3 clusters Score -1638515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1638516.625000 Penalty: 4911.285645
	Iteration 49Q: 3 clusters Score -1638517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1638516.750000 Penalty: 4911.285645
	Iteration 50Q: 3 clusters Score -1638517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1638516.250000 Penalty: 4911.285645
	Iteration 51Q: 3 clusters Score -1638516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1638516.625000 Penalty: 4911.285645
	Iteration 52Q: 3 clusters Score -1638517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1638513.875000 Penalty: 4911.285645
	Iteration 53Q: 3 clusters Score -1638514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1638516.000000 Penalty: 4911.285645
	Iteration 54Q: 3 clusters Score -1638516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1638518.000000 Penalty: 4911.285645
	Iteration 55Q: 3 clusters Score -1638518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1638516.875000 Penalty: 4911.285645
	Iteration 56Q: 3 clusters Score -1638517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1638519.625000 Penalty: 4911.285645
	Iteration 57Q: 3 clusters Score -1638520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1638521.875000 Penalty: 4911.285645
	Iteration 58Q: 3 clusters Score -1638522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1638522.500000 Penalty: 4911.285645
	Iteration 59Q: 3 clusters Score -1638522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1638521.750000 Penalty: 4911.285645
	Iteration 60F: 3 clusters Score -1638522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1638518.625000 Penalty: 4911.285645
	Iteration 61Q: 3 clusters Score -1638519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1638518.250000 Penalty: 4911.285645
	Iteration 62Q: 3 clusters Score -1638518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1638522.000000 Penalty: 4911.285645
	Iteration 63Q: 3 clusters Score -1638522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1638520.250000 Penalty: 4911.285645
	Iteration 64Q: 3 clusters Score -1638520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1638520.250000 Penalty: 4911.285645
	Iteration 65F: 3 clusters Score -1638520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 10828 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Mstep: Class 52 contains 9138 members 
Entering Unmasked Estep 
Score: -51170136.000000 Penalty: 172761.734375
Splitting cluster 49 changes total score from -51170972.000000 to -51170136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -82402.687500 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -82402.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80424.539062 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -80424.54 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80732.117188 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -80732.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80817.765625 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -80817.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80854.257812 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -80854.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -80878.976562 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -80878.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80896.421875 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -80896.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80910.468750 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -80910.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80924.242188 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -80924.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80936.875000 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -80936.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80951.179688 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -80951.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80961.984375 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -80961.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80968.359375 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -80968.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80978.500000 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -80978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80990.210938 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -80990.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80997.554688 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -80997.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81011.101562 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -81011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81017.007812 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -81017.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81021.687500 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -81021.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81022.843750 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -81022.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81023.460938 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -81023.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81023.812500 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -81023.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Entering Unmasked Estep 
Score: -1693740.375000 Penalty: 2453.070801
	Iteration 0F: 2 clusters Score -1693740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1679709.875000 Penalty: 4906.141602
	Iteration 0F: 3 clusters Score -1679710 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1684364.125000 Penalty: 4906.141602
	Iteration 1F: 3 clusters Score -1684364 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1684794.875000 Penalty: 4906.141602
	Iteration 2F: 3 clusters Score -1684795 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1685199.500000 Penalty: 4906.141602
	Iteration 3F: 3 clusters Score -1685200 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1685675.500000 Penalty: 4906.141602
	Iteration 4F: 3 clusters Score -1685676 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1686311.750000 Penalty: 4906.141602
	Iteration 5F: 3 clusters Score -1686312 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1687186.750000 Penalty: 4906.141602
	Iteration 6F: 3 clusters Score -1687187 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1688214.625000 Penalty: 4906.141602
	Iteration 7F: 3 clusters Score -1688215 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1689307.500000 Penalty: 4906.141602
	Iteration 8F: 3 clusters Score -1689308 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1690156.250000 Penalty: 4906.141602
	Iteration 9F: 3 clusters Score -1690156 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1690765.250000 Penalty: 4906.141602
	Iteration 10Q: 3 clusters Score -1690765 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1691154.500000 Penalty: 4906.141602
	Iteration 11Q: 3 clusters Score -1691154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1691356.625000 Penalty: 4906.141602
	Iteration 12Q: 3 clusters Score -1691357 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1691496.500000 Penalty: 4906.141602
	Iteration 13Q: 3 clusters Score -1691496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1691612.000000 Penalty: 4906.141602
	Iteration 14Q: 3 clusters Score -1691612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1691692.625000 Penalty: 4906.141602
	Iteration 15Q: 3 clusters Score -1691693 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1691752.250000 Penalty: 4906.141602
	Iteration 16Q: 3 clusters Score -1691752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1691790.625000 Penalty: 4906.141602
	Iteration 17Q: 3 clusters Score -1691791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1691814.625000 Penalty: 4906.141602
	Iteration 18Q: 3 clusters Score -1691815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1691836.250000 Penalty: 4906.141602
	Iteration 19Q: 3 clusters Score -1691836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1691845.875000 Penalty: 4906.141602
	Iteration 20F: 3 clusters Score -1691846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1691857.250000 Penalty: 4906.141602
	Iteration 21Q: 3 clusters Score -1691857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1691867.375000 Penalty: 4906.141602
	Iteration 22Q: 3 clusters Score -1691867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1691871.125000 Penalty: 4906.141602
	Iteration 23Q: 3 clusters Score -1691871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1691875.625000 Penalty: 4906.141602
	Iteration 24Q: 3 clusters Score -1691876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1691885.375000 Penalty: 4906.141602
	Iteration 25Q: 3 clusters Score -1691885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1691891.500000 Penalty: 4906.141602
	Iteration 26Q: 3 clusters Score -1691892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1691898.125000 Penalty: 4906.141602
	Iteration 27Q: 3 clusters Score -1691898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1691897.250000 Penalty: 4906.141602
	Iteration 28Q: 3 clusters Score -1691897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1691900.500000 Penalty: 4906.141602
	Iteration 29Q: 3 clusters Score -1691900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1691905.125000 Penalty: 4906.141602
	Iteration 30Q: 3 clusters Score -1691905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1691901.875000 Penalty: 4906.141602
	Iteration 31Q: 3 clusters Score -1691902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1691904.125000 Penalty: 4906.141602
	Iteration 32Q: 3 clusters Score -1691904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1691904.125000 Penalty: 4906.141602
	Iteration 33F: 3 clusters Score -1691904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7747 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3072 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60521 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22097 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8993 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11283 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 8186 members 
Mstep: Class 31 contains 13092 members 
Mstep: Class 32 contains 24129 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20532 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 19966 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170984.000000 Penalty: 169439.390625
Iteration 159Q: 52 clusters Score -5.117098e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 13781 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3058 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60523 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 22088 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8995 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11301 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4501 members 
Mstep: Class 29 contains 3219 members 
Mstep: Class 30 contains 8188 members 
Mstep: Class 31 contains 13074 members 
Mstep: Class 32 contains 24126 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4903 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 16999 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2698 members 
Mstep: Class 43 contains 1088 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20536 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8158 members 
Mstep: Class 49 contains 19973 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171040.000000 Penalty: 169439.390625
Iteration 160F: 52 clusters Score -5.117104e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9344 members 
Mstep: Class 5 contains 13789 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1808 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3040 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60526 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22080 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 8995 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11304 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4504 members 
Mstep: Class 29 contains 3216 members 
Mstep: Class 30 contains 8192 members 
Mstep: Class 31 contains 13061 members 
Mstep: Class 32 contains 24127 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3437 members 
Mstep: Class 39 contains 16995 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2699 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20543 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8164 members 
Mstep: Class 49 contains 19976 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170956.000000 Penalty: 169439.390625
Iteration 161Q: 52 clusters Score -5.117096e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 13793 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7769 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60527 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22071 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9002 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11313 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4507 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 8192 members 
Mstep: Class 31 contains 13040 members 
Mstep: Class 32 contains 24127 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4913 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 16994 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2700 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20542 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5533 members 
Mstep: Class 48 contains 8166 members 
Mstep: Class 49 contains 19984 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171036.000000 Penalty: 169439.390625
Iteration 162Q: 52 clusters Score -5.117104e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 9342 members 
Mstep: Class 5 contains 13797 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1806 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7773 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60529 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22062 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11322 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4512 members 
Mstep: Class 29 contains 3208 members 
Mstep: Class 30 contains 8193 members 
Mstep: Class 31 contains 13014 members 
Mstep: Class 32 contains 24128 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4917 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 16993 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2701 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20538 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5533 members 
Mstep: Class 48 contains 8171 members 
Mstep: Class 49 contains 19993 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170952.000000 Penalty: 169439.390625
Iteration 163Q: 52 clusters Score -5.117095e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 2215 members 
Mstep: Class 4 contains 9340 members 
Mstep: Class 5 contains 13802 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1805 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60534 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22054 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11322 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4514 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 8191 members 
Mstep: Class 31 contains 13001 members 
Mstep: Class 32 contains 24124 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4918 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 16995 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21539 members 
Mstep: Class 45 contains 20537 members 
Mstep: Class 46 contains 6828 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8176 members 
Mstep: Class 49 contains 19999 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170820.000000 Penalty: 169439.390625
Iteration 164Q: 52 clusters Score -5.117082e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 5 contains 13805 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7784 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60534 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9007 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11336 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4519 members 
Mstep: Class 29 contains 3200 members 
Mstep: Class 30 contains 8189 members 
Mstep: Class 31 contains 12985 members 
Mstep: Class 32 contains 24123 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4908 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 16997 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20537 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5532 members 
Mstep: Class 48 contains 8181 members 
Mstep: Class 49 contains 20000 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170820.000000 Penalty: 169439.390625
Iteration 165Q: 52 clusters Score -5.117082e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13769 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9339 members 
Mstep: Class 5 contains 13808 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7785 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3019 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60533 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11347 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4520 members 
Mstep: Class 29 contains 3194 members 
Mstep: Class 30 contains 8190 members 
Mstep: Class 31 contains 12977 members 
Mstep: Class 32 contains 24123 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4897 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 17000 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2702 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20538 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8184 members 
Mstep: Class 49 contains 20000 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170868.000000 Penalty: 169439.390625
Iteration 166Q: 52 clusters Score -5.117087e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7786 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60535 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22046 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9005 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11369 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4520 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 8192 members 
Mstep: Class 31 contains 12971 members 
Mstep: Class 32 contains 24118 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4888 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 17003 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2704 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20543 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8186 members 
Mstep: Class 49 contains 19998 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170940.000000 Penalty: 169439.390625
Iteration 167Q: 52 clusters Score -5.117094e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7789 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22044 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11384 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4521 members 
Mstep: Class 29 contains 3190 members 
Mstep: Class 30 contains 8194 members 
Mstep: Class 31 contains 12964 members 
Mstep: Class 32 contains 24120 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 17004 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2705 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20548 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8189 members 
Mstep: Class 49 contains 19997 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171008.000000 Penalty: 169439.390625
Iteration 168Q: 52 clusters Score -5.117101e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 13811 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60537 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22043 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11401 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4521 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 8196 members 
Mstep: Class 31 contains 12955 members 
Mstep: Class 32 contains 24122 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 17003 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2705 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20548 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8193 members 
Mstep: Class 49 contains 19996 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170912.000000 Penalty: 169439.390625
Iteration 169Q: 52 clusters Score -5.117091e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 13813 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1804 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60536 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22043 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11417 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 8197 members 
Mstep: Class 31 contains 12949 members 
Mstep: Class 32 contains 24119 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4873 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 17002 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2705 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20551 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8195 members 
Mstep: Class 49 contains 20000 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170908.000000 Penalty: 169439.390625
Iteration 170Q: 52 clusters Score -5.117091e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 13813 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7798 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60535 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22040 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9009 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11429 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4524 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 12942 members 
Mstep: Class 32 contains 24115 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4869 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17006 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2705 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20556 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8200 members 
Mstep: Class 49 contains 19998 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170864.000000 Penalty: 169439.390625
Iteration 171Q: 52 clusters Score -5.117086e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 13813 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7801 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60533 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22038 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9010 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11442 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4523 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 8199 members 
Mstep: Class 31 contains 12936 members 
Mstep: Class 32 contains 24111 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4863 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17008 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2706 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20559 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8204 members 
Mstep: Class 49 contains 19999 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170840.000000 Penalty: 169439.390625
Iteration 172Q: 52 clusters Score -5.117084e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9335 members 
Mstep: Class 5 contains 13815 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7803 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60533 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22038 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9011 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11444 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 12925 members 
Mstep: Class 32 contains 24107 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4863 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17011 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2707 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8208 members 
Mstep: Class 49 contains 20000 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170956.000000 Penalty: 169439.390625
Iteration 173Q: 52 clusters Score -5.117096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 9334 members 
Mstep: Class 5 contains 13817 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60533 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 22037 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11451 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4524 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 8200 members 
Mstep: Class 31 contains 12915 members 
Mstep: Class 32 contains 24106 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4853 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17013 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2707 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20561 members 
Mstep: Class 46 contains 6836 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8214 members 
Mstep: Class 49 contains 20006 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170920.000000 Penalty: 169439.390625
Iteration 174Q: 52 clusters Score -5.117092e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60533 members 
Mstep: Class 21 contains 2844 members 
Mstep: Class 22 contains 22035 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11463 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4526 members 
Mstep: Class 29 contains 3190 members 
Mstep: Class 30 contains 8202 members 
Mstep: Class 31 contains 12901 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4844 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 17015 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2707 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20565 members 
Mstep: Class 46 contains 6838 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8218 members 
Mstep: Class 49 contains 20014 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170928.000000 Penalty: 169439.390625
Iteration 175Q: 52 clusters Score -5.117093e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60533 members 
Mstep: Class 21 contains 2843 members 
Mstep: Class 22 contains 22037 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11484 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4526 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 8202 members 
Mstep: Class 31 contains 12886 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4838 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 17014 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2709 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20566 members 
Mstep: Class 46 contains 6838 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8221 members 
Mstep: Class 49 contains 20016 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170904.000000 Penalty: 169439.390625
Iteration 176Q: 52 clusters Score -5.11709e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 13822 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7824 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2891 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60531 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22041 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9013 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11494 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4524 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 8203 members 
Mstep: Class 31 contains 12861 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4837 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 17014 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2709 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20566 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8226 members 
Mstep: Class 49 contains 20023 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170956.000000 Penalty: 169439.390625
Iteration 177Q: 52 clusters Score -5.117096e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 13829 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1802 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7831 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60535 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22040 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9014 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11504 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 8203 members 
Mstep: Class 31 contains 12836 members 
Mstep: Class 32 contains 24102 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4836 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3437 members 
Mstep: Class 39 contains 17015 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20565 members 
Mstep: Class 46 contains 6840 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8228 members 
Mstep: Class 49 contains 20025 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170988.000000 Penalty: 169439.390625
Iteration 178Q: 52 clusters Score -5.117099e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 13836 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60537 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22040 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11521 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4523 members 
Mstep: Class 29 contains 3185 members 
Mstep: Class 30 contains 8204 members 
Mstep: Class 31 contains 12810 members 
Mstep: Class 32 contains 24100 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3437 members 
Mstep: Class 39 contains 17014 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20565 members 
Mstep: Class 46 contains 6841 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8230 members 
Mstep: Class 49 contains 20028 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171004.000000 Penalty: 169439.390625
Iteration 179Q: 52 clusters Score -5.1171e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 13836 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7861 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60535 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22038 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11537 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12781 members 
Mstep: Class 32 contains 24099 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4824 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 17013 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6841 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8237 members 
Mstep: Class 49 contains 20035 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170976.000000 Penalty: 169439.390625
Iteration 180F: 52 clusters Score -5.117098e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 13837 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7875 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2866 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22039 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9016 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11543 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12755 members 
Mstep: Class 32 contains 24097 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4814 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 17011 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20557 members 
Mstep: Class 46 contains 6841 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8245 members 
Mstep: Class 49 contains 20045 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170984.000000 Penalty: 169439.390625
Iteration 181Q: 52 clusters Score -5.117098e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9331 members 
Mstep: Class 5 contains 13838 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22041 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11555 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4519 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12729 members 
Mstep: Class 32 contains 24093 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4808 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 17006 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6840 members 
Mstep: Class 47 contains 5531 members 
Mstep: Class 48 contains 8254 members 
Mstep: Class 49 contains 20055 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171064.000000 Penalty: 169439.390625
Iteration 182Q: 52 clusters Score -5.117106e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9331 members 
Mstep: Class 5 contains 13839 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22041 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11562 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4519 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12703 members 
Mstep: Class 32 contains 24092 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3435 members 
Mstep: Class 39 contains 17005 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 5530 members 
Mstep: Class 48 contains 8261 members 
Mstep: Class 49 contains 20058 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171092.000000 Penalty: 169439.390625
Iteration 183Q: 52 clusters Score -5.117109e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9330 members 
Mstep: Class 5 contains 13839 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7907 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2865 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60540 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22039 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11568 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3181 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12684 members 
Mstep: Class 32 contains 24090 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4802 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3434 members 
Mstep: Class 39 contains 17002 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6839 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8266 members 
Mstep: Class 49 contains 20059 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171160.000000 Penalty: 169439.390625
Iteration 184Q: 52 clusters Score -5.117116e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9329 members 
Mstep: Class 5 contains 13841 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22041 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11570 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 24087 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4806 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16998 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20557 members 
Mstep: Class 46 contains 6838 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8271 members 
Mstep: Class 49 contains 20059 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171060.000000 Penalty: 169439.390625
Iteration 185Q: 52 clusters Score -5.117106e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 9328 members 
Mstep: Class 5 contains 13843 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7921 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60544 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22039 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11570 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4523 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12655 members 
Mstep: Class 32 contains 24083 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4806 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16999 members 
Mstep: Class 40 contains 3364 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20557 members 
Mstep: Class 46 contains 6836 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8274 members 
Mstep: Class 49 contains 20058 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171068.000000 Penalty: 169439.390625
Iteration 186Q: 52 clusters Score -5.117107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 9327 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7930 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60546 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22039 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11574 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4526 members 
Mstep: Class 29 contains 3181 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12644 members 
Mstep: Class 32 contains 24077 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4800 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16996 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20557 members 
Mstep: Class 46 contains 6836 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8277 members 
Mstep: Class 49 contains 20057 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171092.000000 Penalty: 169439.390625
Iteration 187Q: 52 clusters Score -5.117109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 9326 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60547 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22038 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9018 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11579 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4529 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12631 members 
Mstep: Class 32 contains 24072 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4796 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16994 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20558 members 
Mstep: Class 46 contains 6836 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8280 members 
Mstep: Class 49 contains 20058 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171124.000000 Penalty: 169439.390625
Iteration 188Q: 52 clusters Score -5.117112e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 9325 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7942 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60547 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22037 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9019 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11581 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4534 members 
Mstep: Class 29 contains 3177 members 
Mstep: Class 30 contains 8205 members 
Mstep: Class 31 contains 12620 members 
Mstep: Class 32 contains 24071 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4792 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16995 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20559 members 
Mstep: Class 46 contains 6835 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8284 members 
Mstep: Class 49 contains 20061 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171112.000000 Penalty: 169439.390625
Iteration 189Q: 52 clusters Score -5.117111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 9322 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7947 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60548 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22035 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9020 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11588 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4537 members 
Mstep: Class 29 contains 3176 members 
Mstep: Class 30 contains 8205 members 
Mstep: Class 31 contains 12606 members 
Mstep: Class 32 contains 24071 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4791 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16991 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20559 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 20065 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171136.000000 Penalty: 169439.390625
Iteration 190Q: 52 clusters Score -5.117114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 9320 members 
Mstep: Class 5 contains 13847 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60549 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22032 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11588 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4538 members 
Mstep: Class 29 contains 3176 members 
Mstep: Class 30 contains 8206 members 
Mstep: Class 31 contains 12593 members 
Mstep: Class 32 contains 24072 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4790 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16990 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 20068 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171080.000000 Penalty: 169439.390625
Iteration 191Q: 52 clusters Score -5.117108e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 9316 members 
Mstep: Class 5 contains 13851 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7963 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60549 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22030 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11589 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 3175 members 
Mstep: Class 30 contains 8207 members 
Mstep: Class 31 contains 12577 members 
Mstep: Class 32 contains 24074 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4792 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16988 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8293 members 
Mstep: Class 49 contains 20071 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171016.000000 Penalty: 169439.390625
Iteration 192Q: 52 clusters Score -5.117102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 2233 members 
Mstep: Class 4 contains 9312 members 
Mstep: Class 5 contains 13856 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7971 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11589 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 3174 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12556 members 
Mstep: Class 32 contains 24074 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4793 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16987 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20563 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 20076 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171024.000000 Penalty: 169439.390625
Iteration 193Q: 52 clusters Score -5.117102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 9309 members 
Mstep: Class 5 contains 13859 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11590 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 3174 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 24076 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4793 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16988 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20562 members 
Mstep: Class 46 contains 6834 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8296 members 
Mstep: Class 49 contains 20079 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171024.000000 Penalty: 169439.390625
Iteration 194Q: 52 clusters Score -5.117102e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 9303 members 
Mstep: Class 5 contains 13859 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11593 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 3175 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 24076 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4789 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16989 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6833 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8297 members 
Mstep: Class 49 contains 20080 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171000.000000 Penalty: 169439.390625
Iteration 195Q: 52 clusters Score -5.1171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 9297 members 
Mstep: Class 5 contains 13860 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11601 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4789 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16989 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20559 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8297 members 
Mstep: Class 49 contains 20084 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171040.000000 Penalty: 169439.390625
Iteration 196Q: 52 clusters Score -5.117104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 2247 members 
Mstep: Class 4 contains 9290 members 
Mstep: Class 5 contains 13862 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1800 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60556 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11606 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12504 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4787 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 16989 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20558 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8297 members 
Mstep: Class 49 contains 20089 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171116.000000 Penalty: 169439.390625
Iteration 197Q: 52 clusters Score -5.117112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13744 members 
Mstep: Class 3 contains 2255 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 13864 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 60556 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22026 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11613 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12496 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4781 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16990 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8299 members 
Mstep: Class 49 contains 20091 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171116.000000 Penalty: 169439.390625
Iteration 198Q: 52 clusters Score -5.117112e+07 nChanged 56
Entering ConstructFrom: 
Score: -51171116.000000 Penalty: 169439.390625
Entering ConstructFrom: 
Trying to split cluster 1 (38911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Entering Unmasked Estep 
Score: -3238998.750000 Penalty: 2621.120117
	Iteration 0F: 2 clusters Score -3238999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3212439.750000 Penalty: 5242.240234
	Iteration 0F: 3 clusters Score -3212440 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3222323.000000 Penalty: 5242.240234
	Iteration 1F: 3 clusters Score -3222323 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3222834.000000 Penalty: 5242.240234
	Iteration 2Q: 3 clusters Score -3222834 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -3223256.250000 Penalty: 5242.240234
	Iteration 3Q: 3 clusters Score -3223256 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3223624.500000 Penalty: 5242.240234
	Iteration 4Q: 3 clusters Score -3223624 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3223986.000000 Penalty: 5242.240234
	Iteration 5Q: 3 clusters Score -3223986 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3224382.000000 Penalty: 5242.240234
	Iteration 6Q: 3 clusters Score -3224382 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3224865.000000 Penalty: 5242.240234
	Iteration 7Q: 3 clusters Score -3224865 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3225442.000000 Penalty: 5242.240234
	Iteration 8Q: 3 clusters Score -3225442 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3226265.500000 Penalty: 5242.240234
	Iteration 9Q: 3 clusters Score -3226266 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3227411.250000 Penalty: 5242.240234
	Iteration 10F: 3 clusters Score -3227411 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3228986.750000 Penalty: 5242.240234
	Iteration 11F: 3 clusters Score -3228987 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -3230911.000000 Penalty: 5242.240234
	Iteration 12F: 3 clusters Score -3230911 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -3232768.500000 Penalty: 5242.240234
	Iteration 13F: 3 clusters Score -3232768 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -3234263.750000 Penalty: 5242.240234
	Iteration 14Q: 3 clusters Score -3234264 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -3235210.000000 Penalty: 5242.240234
	Iteration 15Q: 3 clusters Score -3235210 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3235853.750000 Penalty: 5242.240234
	Iteration 16Q: 3 clusters Score -3235854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -3236154.000000 Penalty: 5242.240234
	Iteration 17Q: 3 clusters Score -3236154 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -3236336.750000 Penalty: 5242.240234
	Iteration 18Q: 3 clusters Score -3236337 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3236448.750000 Penalty: 5242.240234
	Iteration 19Q: 3 clusters Score -3236449 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -3236517.000000 Penalty: 5242.240234
	Iteration 20F: 3 clusters Score -3236517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -3236581.250000 Penalty: 5242.240234
	Iteration 21Q: 3 clusters Score -3236581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -3236619.500000 Penalty: 5242.240234
	Iteration 22Q: 3 clusters Score -3236620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -3236645.750000 Penalty: 5242.240234
	Iteration 23Q: 3 clusters Score -3236646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3236668.000000 Penalty: 5242.240234
	Iteration 24Q: 3 clusters Score -3236668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -3236688.000000 Penalty: 5242.240234
	Iteration 25Q: 3 clusters Score -3236688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3236701.000000 Penalty: 5242.240234
	Iteration 26Q: 3 clusters Score -3236701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -3236713.000000 Penalty: 5242.240234
	Iteration 27Q: 3 clusters Score -3236713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -3236727.500000 Penalty: 5242.240234
	Iteration 28Q: 3 clusters Score -3236728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -3236732.500000 Penalty: 5242.240234
	Iteration 29Q: 3 clusters Score -3236732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -3236739.500000 Penalty: 5242.240234
	Iteration 30Q: 3 clusters Score -3236740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -3236742.750000 Penalty: 5242.240234
	Iteration 31Q: 3 clusters Score -3236743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -3236753.500000 Penalty: 5242.240234
	Iteration 32Q: 3 clusters Score -3236754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -3236759.250000 Penalty: 5242.240234
	Iteration 33Q: 3 clusters Score -3236759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -3236771.000000 Penalty: 5242.240234
	Iteration 34Q: 3 clusters Score -3236771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -3236769.750000 Penalty: 5242.240234
	Iteration 35Q: 3 clusters Score -3236770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -3236777.250000 Penalty: 5242.240234
	Iteration 36Q: 3 clusters Score -3236777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -3236779.000000 Penalty: 5242.240234
	Iteration 37Q: 3 clusters Score -3236779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -3236785.750000 Penalty: 5242.240234
	Iteration 38Q: 3 clusters Score -3236786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -3236784.500000 Penalty: 5242.240234
	Iteration 39Q: 3 clusters Score -3236784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -3236786.000000 Penalty: 5242.240234
	Iteration 40F: 3 clusters Score -3236786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -3236786.250000 Penalty: 5242.240234
	Iteration 41Q: 3 clusters Score -3236786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -3236785.500000 Penalty: 5242.240234
	Iteration 42Q: 3 clusters Score -3236786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -3236784.250000 Penalty: 5242.240234
	Iteration 43Q: 3 clusters Score -3236784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -3236793.250000 Penalty: 5242.240234
	Iteration 44Q: 3 clusters Score -3236793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -3236799.750000 Penalty: 5242.240234
	Iteration 45Q: 3 clusters Score -3236800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -3236798.750000 Penalty: 5242.240234
	Iteration 46Q: 3 clusters Score -3236799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -3236798.750000 Penalty: 5242.240234
	Iteration 47F: 3 clusters Score -3236799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Entering Unmasked Estep 
Score: -1141675.500000 Penalty: 2363.014648
	Iteration 0F: 2 clusters Score -1141676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1131685.125000 Penalty: 4726.029297
	Iteration 0F: 3 clusters Score -1131685 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1134802.875000 Penalty: 4726.029297
	Iteration 1F: 3 clusters Score -1134803 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1135238.125000 Penalty: 4726.029297
	Iteration 2F: 3 clusters Score -1135238 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1135668.500000 Penalty: 4726.029297
	Iteration 3F: 3 clusters Score -1135668 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1136112.875000 Penalty: 4726.029297
	Iteration 4F: 3 clusters Score -1136113 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1136546.500000 Penalty: 4726.029297
	Iteration 5F: 3 clusters Score -1136546 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1136955.250000 Penalty: 4726.029297
	Iteration 6F: 3 clusters Score -1136955 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1137387.000000 Penalty: 4726.029297
	Iteration 7F: 3 clusters Score -1137387 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1137827.125000 Penalty: 4726.029297
	Iteration 8Q: 3 clusters Score -1137827 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1138258.125000 Penalty: 4726.029297
	Iteration 9Q: 3 clusters Score -1138258 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1138652.000000 Penalty: 4726.029297
	Iteration 10Q: 3 clusters Score -1138652 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1138993.250000 Penalty: 4726.029297
	Iteration 11Q: 3 clusters Score -1138993 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1139259.750000 Penalty: 4726.029297
	Iteration 12Q: 3 clusters Score -1139260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1139495.375000 Penalty: 4726.029297
	Iteration 13Q: 3 clusters Score -1139495 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1139672.000000 Penalty: 4726.029297
	Iteration 14Q: 3 clusters Score -1139672 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1139799.625000 Penalty: 4726.029297
	Iteration 15Q: 3 clusters Score -1139800 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1139902.875000 Penalty: 4726.029297
	Iteration 16Q: 3 clusters Score -1139903 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1139992.750000 Penalty: 4726.029297
	Iteration 17Q: 3 clusters Score -1139993 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1140078.500000 Penalty: 4726.029297
	Iteration 18Q: 3 clusters Score -1140078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1140146.000000 Penalty: 4726.029297
	Iteration 19Q: 3 clusters Score -1140146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1140202.375000 Penalty: 4726.029297
	Iteration 20F: 3 clusters Score -1140202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1140256.000000 Penalty: 4726.029297
	Iteration 21Q: 3 clusters Score -1140256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1140295.500000 Penalty: 4726.029297
	Iteration 22Q: 3 clusters Score -1140296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1140330.000000 Penalty: 4726.029297
	Iteration 23Q: 3 clusters Score -1140330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1140357.000000 Penalty: 4726.029297
	Iteration 24Q: 3 clusters Score -1140357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1140374.750000 Penalty: 4726.029297
	Iteration 25Q: 3 clusters Score -1140375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1140389.750000 Penalty: 4726.029297
	Iteration 26Q: 3 clusters Score -1140390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1140395.500000 Penalty: 4726.029297
	Iteration 27Q: 3 clusters Score -1140396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1140412.500000 Penalty: 4726.029297
	Iteration 28Q: 3 clusters Score -1140412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1140427.750000 Penalty: 4726.029297
	Iteration 29Q: 3 clusters Score -1140428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1140446.125000 Penalty: 4726.029297
	Iteration 30Q: 3 clusters Score -1140446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1140452.625000 Penalty: 4726.029297
	Iteration 31Q: 3 clusters Score -1140453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1140457.625000 Penalty: 4726.029297
	Iteration 32Q: 3 clusters Score -1140458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1140460.875000 Penalty: 4726.029297
	Iteration 33Q: 3 clusters Score -1140461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1140469.125000 Penalty: 4726.029297
	Iteration 34Q: 3 clusters Score -1140469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1140471.000000 Penalty: 4726.029297
	Iteration 35Q: 3 clusters Score -1140471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1140473.250000 Penalty: 4726.029297
	Iteration 36Q: 3 clusters Score -1140473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1140477.250000 Penalty: 4726.029297
	Iteration 37Q: 3 clusters Score -1140477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1140476.250000 Penalty: 4726.029297
	Iteration 38Q: 3 clusters Score -1140476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1140475.500000 Penalty: 4726.029297
	Iteration 39Q: 3 clusters Score -1140476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1140479.000000 Penalty: 4726.029297
	Iteration 40F: 3 clusters Score -1140479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1140479.000000 Penalty: 4726.029297
	Iteration 41Q: 3 clusters Score -1140479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1140483.875000 Penalty: 4726.029297
	Iteration 42Q: 3 clusters Score -1140484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1140484.750000 Penalty: 4726.029297
	Iteration 43Q: 3 clusters Score -1140485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1140487.000000 Penalty: 4726.029297
	Iteration 44Q: 3 clusters Score -1140487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1140489.875000 Penalty: 4726.029297
	Iteration 45Q: 3 clusters Score -1140490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1140496.000000 Penalty: 4726.029297
	Iteration 46Q: 3 clusters Score -1140496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1140493.875000 Penalty: 4726.029297
	Iteration 47Q: 3 clusters Score -1140494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1140496.000000 Penalty: 4726.029297
	Iteration 48Q: 3 clusters Score -1140496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1140496.250000 Penalty: 4726.029297
	Iteration 49Q: 3 clusters Score -1140496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1140498.000000 Penalty: 4726.029297
	Iteration 50Q: 3 clusters Score -1140498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1140500.125000 Penalty: 4726.029297
	Iteration 51Q: 3 clusters Score -1140500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1140499.750000 Penalty: 4726.029297
	Iteration 52Q: 3 clusters Score -1140500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1140497.000000 Penalty: 4726.029297
	Iteration 53Q: 3 clusters Score -1140497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1140501.625000 Penalty: 4726.029297
	Iteration 54Q: 3 clusters Score -1140502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1140503.250000 Penalty: 4726.029297
	Iteration 55Q: 3 clusters Score -1140503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1140502.750000 Penalty: 4726.029297
	Iteration 56Q: 3 clusters Score -1140503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1140504.000000 Penalty: 4726.029297
	Iteration 57Q: 3 clusters Score -1140504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1140505.000000 Penalty: 4726.029297
	Iteration 58Q: 3 clusters Score -1140505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1140504.750000 Penalty: 4726.029297
	Iteration 59Q: 3 clusters Score -1140505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1140504.500000 Penalty: 4726.029297
	Iteration 60F: 3 clusters Score -1140504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1140505.500000 Penalty: 4726.029297
	Iteration 61Q: 3 clusters Score -1140506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1140507.125000 Penalty: 4726.029297
	Iteration 62Q: 3 clusters Score -1140507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1140505.875000 Penalty: 4726.029297
	Iteration 63Q: 3 clusters Score -1140506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1140506.250000 Penalty: 4726.029297
	Iteration 64Q: 3 clusters Score -1140506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1140507.125000 Penalty: 4726.029297
	Iteration 65Q: 3 clusters Score -1140507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1140506.375000 Penalty: 4726.029297
	Iteration 66Q: 3 clusters Score -1140506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1140507.250000 Penalty: 4726.029297
	Iteration 67Q: 3 clusters Score -1140507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1140506.750000 Penalty: 4726.029297
	Iteration 68Q: 3 clusters Score -1140507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1140508.375000 Penalty: 4726.029297
	Iteration 69Q: 3 clusters Score -1140508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1140508.375000 Penalty: 4726.029297
	Iteration 70F: 3 clusters Score -1140508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -178838.921875 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -178838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -176057.921875 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -176057.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -176615.625000 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -176615.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -176788.062500 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -176788.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -176897.015625 Penalty: 3831.106445
	Iteration 3F: 3 clusters Score -176897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -176996.406250 Penalty: 3831.106445
	Iteration 4Q: 3 clusters Score -176996.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -177088.968750 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -177089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -177170.750000 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -177170.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177254.968750 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -177255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -177353.468750 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -177353.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -177478.265625 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -177478.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -177581.015625 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -177581 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -177668.703125 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -177668.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -177726.125000 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -177726.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -177787.859375 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -177787.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -177833.390625 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -177833.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -177865.593750 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -177865.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -177892.500000 Penalty: 3831.106445
	Iteration 16Q: 3 clusters Score -177892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -177902.250000 Penalty: 3831.106445
	Iteration 17Q: 3 clusters Score -177902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -177914.968750 Penalty: 3831.106445
	Iteration 18Q: 3 clusters Score -177915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -177933.812500 Penalty: 3831.106445
	Iteration 19Q: 3 clusters Score -177933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -177960.812500 Penalty: 3831.106445
	Iteration 20F: 3 clusters Score -177960.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -177977.609375 Penalty: 3831.106445
	Iteration 21Q: 3 clusters Score -177977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -178007.125000 Penalty: 3831.106445
	Iteration 22Q: 3 clusters Score -178007.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -178042.500000 Penalty: 3831.106445
	Iteration 23Q: 3 clusters Score -178042.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -178060.703125 Penalty: 3831.106445
	Iteration 24Q: 3 clusters Score -178060.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -178081.437500 Penalty: 3831.106445
	Iteration 25Q: 3 clusters Score -178081.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -178111.375000 Penalty: 3831.106445
	Iteration 26Q: 3 clusters Score -178111.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -178132.812500 Penalty: 3831.106445
	Iteration 27Q: 3 clusters Score -178132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -178151.187500 Penalty: 3831.106445
	Iteration 28Q: 3 clusters Score -178151.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -178179.906250 Penalty: 3831.106445
	Iteration 29Q: 3 clusters Score -178179.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -178202.562500 Penalty: 3831.106445
	Iteration 30Q: 3 clusters Score -178202.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -178237.390625 Penalty: 3831.106445
	Iteration 31Q: 3 clusters Score -178237.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -178273.484375 Penalty: 3831.106445
	Iteration 32Q: 3 clusters Score -178273.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -178323.890625 Penalty: 3831.106445
	Iteration 33Q: 3 clusters Score -178323.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -178399.687500 Penalty: 3831.106445
	Iteration 34Q: 3 clusters Score -178399.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -178497.781250 Penalty: 3831.106445
	Iteration 35Q: 3 clusters Score -178497.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -178667.500000 Penalty: 3831.106445
	Iteration 36Q: 3 clusters Score -178667.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -178819.078125 Penalty: 3831.106445
	Iteration 37Q: 3 clusters Score -178819.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -178973.812500 Penalty: 3831.106445
	Iteration 38Q: 3 clusters Score -178973.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -179115.875000 Penalty: 3831.106445
	Iteration 39Q: 3 clusters Score -179115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -179168.671875 Penalty: 3831.106445
	Iteration 40F: 3 clusters Score -179168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179171.890625 Penalty: 3831.106445
	Iteration 41Q: 3 clusters Score -179171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179171.890625 Penalty: 3831.106445
	Iteration 42F: 3 clusters Score -179171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Mstep: Class 52 contains 1133 members 
Entering Unmasked Estep 
Score: -51169852.000000 Penalty: 172761.734375
Splitting cluster 3 changes total score from -51171116.000000 to -51169852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Entering Unmasked Estep 
Score: -766512.437500 Penalty: 2265.418945
	Iteration 0F: 2 clusters Score -766512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -759404.250000 Penalty: 4530.837891
	Iteration 0F: 3 clusters Score -759404.2 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -761599.750000 Penalty: 4530.837891
	Iteration 1F: 3 clusters Score -761599.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -762031.062500 Penalty: 4530.837891
	Iteration 2F: 3 clusters Score -762031.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -762441.000000 Penalty: 4530.837891
	Iteration 3F: 3 clusters Score -762441 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -762821.312500 Penalty: 4530.837891
	Iteration 4F: 3 clusters Score -762821.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -763166.812500 Penalty: 4530.837891
	Iteration 5F: 3 clusters Score -763166.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -763450.375000 Penalty: 4530.837891
	Iteration 6Q: 3 clusters Score -763450.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -763711.375000 Penalty: 4530.837891
	Iteration 7Q: 3 clusters Score -763711.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -763937.375000 Penalty: 4530.837891
	Iteration 8Q: 3 clusters Score -763937.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -764119.375000 Penalty: 4530.837891
	Iteration 9Q: 3 clusters Score -764119.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -764250.000000 Penalty: 4530.837891
	Iteration 10Q: 3 clusters Score -764250 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -764331.687500 Penalty: 4530.837891
	Iteration 11Q: 3 clusters Score -764331.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -764395.437500 Penalty: 4530.837891
	Iteration 12Q: 3 clusters Score -764395.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -764446.187500 Penalty: 4530.837891
	Iteration 13Q: 3 clusters Score -764446.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -764480.312500 Penalty: 4530.837891
	Iteration 14Q: 3 clusters Score -764480.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -764510.000000 Penalty: 4530.837891
	Iteration 15Q: 3 clusters Score -764510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -764538.375000 Penalty: 4530.837891
	Iteration 16Q: 3 clusters Score -764538.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -764556.875000 Penalty: 4530.837891
	Iteration 17Q: 3 clusters Score -764556.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -764571.562500 Penalty: 4530.837891
	Iteration 18Q: 3 clusters Score -764571.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -764588.875000 Penalty: 4530.837891
	Iteration 19Q: 3 clusters Score -764588.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -764601.437500 Penalty: 4530.837891
	Iteration 20F: 3 clusters Score -764601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -764610.375000 Penalty: 4530.837891
	Iteration 21Q: 3 clusters Score -764610.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -764618.062500 Penalty: 4530.837891
	Iteration 22Q: 3 clusters Score -764618.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -764627.187500 Penalty: 4530.837891
	Iteration 23Q: 3 clusters Score -764627.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -764632.062500 Penalty: 4530.837891
	Iteration 24Q: 3 clusters Score -764632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -764635.687500 Penalty: 4530.837891
	Iteration 25Q: 3 clusters Score -764635.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -764641.875000 Penalty: 4530.837891
	Iteration 26Q: 3 clusters Score -764641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -764644.937500 Penalty: 4530.837891
	Iteration 27Q: 3 clusters Score -764644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -764648.062500 Penalty: 4530.837891
	Iteration 28Q: 3 clusters Score -764648.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -764658.625000 Penalty: 4530.837891
	Iteration 29Q: 3 clusters Score -764658.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -764667.750000 Penalty: 4530.837891
	Iteration 30Q: 3 clusters Score -764667.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -764676.375000 Penalty: 4530.837891
	Iteration 31Q: 3 clusters Score -764676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -764685.625000 Penalty: 4530.837891
	Iteration 32Q: 3 clusters Score -764685.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -764694.687500 Penalty: 4530.837891
	Iteration 33Q: 3 clusters Score -764694.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -764706.937500 Penalty: 4530.837891
	Iteration 34Q: 3 clusters Score -764706.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -764713.375000 Penalty: 4530.837891
	Iteration 35Q: 3 clusters Score -764713.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -764717.937500 Penalty: 4530.837891
	Iteration 36Q: 3 clusters Score -764717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -764720.687500 Penalty: 4530.837891
	Iteration 37Q: 3 clusters Score -764720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -764725.375000 Penalty: 4530.837891
	Iteration 38Q: 3 clusters Score -764725.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -764728.125000 Penalty: 4530.837891
	Iteration 39Q: 3 clusters Score -764728.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -764732.750000 Penalty: 4530.837891
	Iteration 40F: 3 clusters Score -764732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -764738.062500 Penalty: 4530.837891
	Iteration 41Q: 3 clusters Score -764738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -764737.562500 Penalty: 4530.837891
	Iteration 42Q: 3 clusters Score -764737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -764740.000000 Penalty: 4530.837891
	Iteration 43Q: 3 clusters Score -764740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -764740.000000 Penalty: 4530.837891
	Iteration 44Q: 3 clusters Score -764740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -764741.000000 Penalty: 4530.837891
	Iteration 45Q: 3 clusters Score -764741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -764739.937500 Penalty: 4530.837891
	Iteration 46Q: 3 clusters Score -764739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -764740.562500 Penalty: 4530.837891
	Iteration 47Q: 3 clusters Score -764740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -764741.625000 Penalty: 4530.837891
	Iteration 48Q: 3 clusters Score -764741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -764741.562500 Penalty: 4530.837891
	Iteration 49Q: 3 clusters Score -764741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -764741.000000 Penalty: 4530.837891
	Iteration 50Q: 3 clusters Score -764741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -764742.562500 Penalty: 4530.837891
	Iteration 51Q: 3 clusters Score -764742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -764744.562500 Penalty: 4530.837891
	Iteration 52Q: 3 clusters Score -764744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -764744.750000 Penalty: 4530.837891
	Iteration 53Q: 3 clusters Score -764744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -764742.437500 Penalty: 4530.837891
	Iteration 54Q: 3 clusters Score -764742.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -764744.437500 Penalty: 4530.837891
	Iteration 55Q: 3 clusters Score -764744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -764744.437500 Penalty: 4530.837891
	Iteration 56F: 3 clusters Score -764744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Entering Unmasked Estep 
Score: -1127581.750000 Penalty: 2365.260010
	Iteration 0F: 2 clusters Score -1127582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1117491.500000 Penalty: 4730.520020
	Iteration 0F: 3 clusters Score -1117492 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1120621.125000 Penalty: 4730.520020
	Iteration 1F: 3 clusters Score -1120621 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1121005.750000 Penalty: 4730.520020
	Iteration 2F: 3 clusters Score -1121006 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1121299.500000 Penalty: 4730.520020
	Iteration 3Q: 3 clusters Score -1121300 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1121623.375000 Penalty: 4730.520020
	Iteration 4Q: 3 clusters Score -1121623 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1122050.625000 Penalty: 4730.520020
	Iteration 5Q: 3 clusters Score -1122051 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1122620.500000 Penalty: 4730.520020
	Iteration 6F: 3 clusters Score -1122620 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1123250.875000 Penalty: 4730.520020
	Iteration 7F: 3 clusters Score -1123251 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1123954.625000 Penalty: 4730.520020
	Iteration 8F: 3 clusters Score -1123955 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1124626.625000 Penalty: 4730.520020
	Iteration 9F: 3 clusters Score -1124627 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1125163.875000 Penalty: 4730.520020
	Iteration 10Q: 3 clusters Score -1125164 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1125618.875000 Penalty: 4730.520020
	Iteration 11Q: 3 clusters Score -1125619 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1125988.125000 Penalty: 4730.520020
	Iteration 12Q: 3 clusters Score -1125988 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1126270.875000 Penalty: 4730.520020
	Iteration 13Q: 3 clusters Score -1126271 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1126482.875000 Penalty: 4730.520020
	Iteration 14Q: 3 clusters Score -1126483 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1126666.000000 Penalty: 4730.520020
	Iteration 15Q: 3 clusters Score -1126666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1126809.750000 Penalty: 4730.520020
	Iteration 16Q: 3 clusters Score -1126810 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1126914.000000 Penalty: 4730.520020
	Iteration 17Q: 3 clusters Score -1126914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1127003.750000 Penalty: 4730.520020
	Iteration 18Q: 3 clusters Score -1127004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1127076.250000 Penalty: 4730.520020
	Iteration 19Q: 3 clusters Score -1127076 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1127127.500000 Penalty: 4730.520020
	Iteration 20F: 3 clusters Score -1127128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1127161.625000 Penalty: 4730.520020
	Iteration 21Q: 3 clusters Score -1127162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1127182.375000 Penalty: 4730.520020
	Iteration 22Q: 3 clusters Score -1127182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1127196.500000 Penalty: 4730.520020
	Iteration 23Q: 3 clusters Score -1127196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1127203.250000 Penalty: 4730.520020
	Iteration 24Q: 3 clusters Score -1127203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1127213.000000 Penalty: 4730.520020
	Iteration 25Q: 3 clusters Score -1127213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1127220.000000 Penalty: 4730.520020
	Iteration 26Q: 3 clusters Score -1127220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1127221.500000 Penalty: 4730.520020
	Iteration 27Q: 3 clusters Score -1127222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1127231.375000 Penalty: 4730.520020
	Iteration 28Q: 3 clusters Score -1127231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1127236.625000 Penalty: 4730.520020
	Iteration 29Q: 3 clusters Score -1127237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1127243.750000 Penalty: 4730.520020
	Iteration 30Q: 3 clusters Score -1127244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1127247.250000 Penalty: 4730.520020
	Iteration 31Q: 3 clusters Score -1127247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1127255.625000 Penalty: 4730.520020
	Iteration 32Q: 3 clusters Score -1127256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1127261.625000 Penalty: 4730.520020
	Iteration 33Q: 3 clusters Score -1127262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1127271.375000 Penalty: 4730.520020
	Iteration 34Q: 3 clusters Score -1127271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1127282.250000 Penalty: 4730.520020
	Iteration 35Q: 3 clusters Score -1127282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1127292.375000 Penalty: 4730.520020
	Iteration 36Q: 3 clusters Score -1127292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1127306.375000 Penalty: 4730.520020
	Iteration 37Q: 3 clusters Score -1127306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1127327.375000 Penalty: 4730.520020
	Iteration 38Q: 3 clusters Score -1127327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1127345.625000 Penalty: 4730.520020
	Iteration 39Q: 3 clusters Score -1127346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1127355.375000 Penalty: 4730.520020
	Iteration 40F: 3 clusters Score -1127355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1127375.375000 Penalty: 4730.520020
	Iteration 41Q: 3 clusters Score -1127375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1127384.250000 Penalty: 4730.520020
	Iteration 42Q: 3 clusters Score -1127384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1127397.875000 Penalty: 4730.520020
	Iteration 43Q: 3 clusters Score -1127398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1127409.875000 Penalty: 4730.520020
	Iteration 44Q: 3 clusters Score -1127410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1127430.875000 Penalty: 4730.520020
	Iteration 45Q: 3 clusters Score -1127431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1127456.750000 Penalty: 4730.520020
	Iteration 46Q: 3 clusters Score -1127457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1127478.375000 Penalty: 4730.520020
	Iteration 47Q: 3 clusters Score -1127478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1127523.625000 Penalty: 4730.520020
	Iteration 48Q: 3 clusters Score -1127524 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1127606.000000 Penalty: 4730.520020
	Iteration 49Q: 3 clusters Score -1127606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1127742.750000 Penalty: 4730.520020
	Iteration 50Q: 3 clusters Score -1127743 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1127929.875000 Penalty: 4730.520020
	Iteration 51Q: 3 clusters Score -1127930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1128115.250000 Penalty: 4730.520020
	Iteration 52Q: 3 clusters Score -1128115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1128230.500000 Penalty: 4730.520020
	Iteration 53Q: 3 clusters Score -1128230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1128285.750000 Penalty: 4730.520020
	Iteration 54Q: 3 clusters Score -1128286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1128315.375000 Penalty: 4730.520020
	Iteration 55Q: 3 clusters Score -1128315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1128328.875000 Penalty: 4730.520020
	Iteration 56Q: 3 clusters Score -1128329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1128332.625000 Penalty: 4730.520020
	Iteration 57Q: 3 clusters Score -1128333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1128334.125000 Penalty: 4730.520020
	Iteration 58Q: 3 clusters Score -1128334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1128334.375000 Penalty: 4730.520020
	Iteration 59Q: 3 clusters Score -1128334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1128339.000000 Penalty: 4730.520020
	Iteration 60F: 3 clusters Score -1128339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1128338.125000 Penalty: 4730.520020
	Iteration 61Q: 3 clusters Score -1128338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1128337.750000 Penalty: 4730.520020
	Iteration 62Q: 3 clusters Score -1128338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1128341.500000 Penalty: 4730.520020
	Iteration 63Q: 3 clusters Score -1128342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1128340.875000 Penalty: 4730.520020
	Iteration 64Q: 3 clusters Score -1128341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1128339.875000 Penalty: 4730.520020
	Iteration 65Q: 3 clusters Score -1128340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1128339.000000 Penalty: 4730.520020
	Iteration 66Q: 3 clusters Score -1128339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1128339.000000 Penalty: 4730.520020
	Iteration 67F: 3 clusters Score -1128339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 8916 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Mstep: Class 52 contains 4952 members 
Entering Unmasked Estep 
Score: -51170684.000000 Penalty: 172761.734375
Splitting cluster 5 changes total score from -51171116.000000 to -51170684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -452614.2 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 2813 members 
Entering Unmasked Estep 
Score: -447651.718750 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -447651.7 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -448907.593750 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -448907.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -449109.500000 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -449109.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -449232.500000 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -449232.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -449325.187500 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -449325.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -449381.968750 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -449382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -449429.156250 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -449429.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -449469.000000 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -449469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -449501.156250 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -449501.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -449529.218750 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -449529.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -449549.250000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -449549.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -449563.781250 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -449563.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -449578.343750 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -449578.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -449592.968750 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -449593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -449604.375000 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -449604.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -449615.468750 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -449615.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -449627.218750 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -449627.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -449638.781250 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -449638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -449647.312500 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -449647.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -449656.562500 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -449656.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -449665.875000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -449665.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -449674.468750 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -449674.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -449680.812500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -449680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -449685.125000 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -449685.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -449690.656250 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -449690.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -449696.500000 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -449696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -449700.406250 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -449700.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -449706.031250 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -449706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -449712.250000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -449712.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -449724.906250 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -449724.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -449734.781250 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -449734.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -449748.093750 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -449748.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -449759.343750 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -449759.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -449773.875000 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -449773.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -449783.406250 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -449783.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -449793.718750 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -449793.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -449802.843750 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -449802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -449811.375000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -449811.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -449824.750000 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -449824.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -449841.125000 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -449841.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -449855.843750 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -449855.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -449868.718750 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -449868.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -449878.125000 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -449878.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -449891.375000 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -449891.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -449905.375000 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -449905.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -449925.687500 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -449925.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -449949.718750 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -449949.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -449972.625000 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -449972.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -450006.031250 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -450006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -450050.562500 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -450050.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -450100.812500 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -450100.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -450156.218750 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -450156.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -450205.531250 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -450205.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -450255.093750 Penalty: 4283.212891
	Iteration 53Q: 3 clusters Score -450255.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -450299.656250 Penalty: 4283.212891
	Iteration 54Q: 3 clusters Score -450299.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -450332.468750 Penalty: 4283.212891
	Iteration 55Q: 3 clusters Score -450332.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -450366.843750 Penalty: 4283.212891
	Iteration 56Q: 3 clusters Score -450366.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -450391.781250 Penalty: 4283.212891
	Iteration 57Q: 3 clusters Score -450391.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -450412.187500 Penalty: 4283.212891
	Iteration 58Q: 3 clusters Score -450412.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -450429.250000 Penalty: 4283.212891
	Iteration 59Q: 3 clusters Score -450429.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -450442.625000 Penalty: 4283.212891
	Iteration 60F: 3 clusters Score -450442.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -450460.906250 Penalty: 4283.212891
	Iteration 61Q: 3 clusters Score -450460.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -450473.812500 Penalty: 4283.212891
	Iteration 62Q: 3 clusters Score -450473.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -450492.093750 Penalty: 4283.212891
	Iteration 63Q: 3 clusters Score -450492.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -450504.125000 Penalty: 4283.212891
	Iteration 64Q: 3 clusters Score -450504.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -450514.312500 Penalty: 4283.212891
	Iteration 65Q: 3 clusters Score -450514.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -450522.250000 Penalty: 4283.212891
	Iteration 66Q: 3 clusters Score -450522.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -450535.812500 Penalty: 4283.212891
	Iteration 67Q: 3 clusters Score -450535.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -450546.500000 Penalty: 4283.212891
	Iteration 68Q: 3 clusters Score -450546.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -450560.906250 Penalty: 4283.212891
	Iteration 69Q: 3 clusters Score -450560.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -450580.625000 Penalty: 4283.212891
	Iteration 70Q: 3 clusters Score -450580.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -450599.000000 Penalty: 4283.212891
	Iteration 71Q: 3 clusters Score -450599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -450616.437500 Penalty: 4283.212891
	Iteration 72Q: 3 clusters Score -450616.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -450632.250000 Penalty: 4283.212891
	Iteration 73Q: 3 clusters Score -450632.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -450646.875000 Penalty: 4283.212891
	Iteration 74Q: 3 clusters Score -450646.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -450657.968750 Penalty: 4283.212891
	Iteration 75Q: 3 clusters Score -450658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -450665.562500 Penalty: 4283.212891
	Iteration 76Q: 3 clusters Score -450665.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -450670.593750 Penalty: 4283.212891
	Iteration 77Q: 3 clusters Score -450670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -450675.343750 Penalty: 4283.212891
	Iteration 78Q: 3 clusters Score -450675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -450677.968750 Penalty: 4283.212891
	Iteration 79Q: 3 clusters Score -450678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -450682.156250 Penalty: 4283.212891
	Iteration 80F: 3 clusters Score -450682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -450685.500000 Penalty: 4283.212891
	Iteration 81Q: 3 clusters Score -450685.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -450686.750000 Penalty: 4283.212891
	Iteration 82Q: 3 clusters Score -450686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -450689.906250 Penalty: 4283.212891
	Iteration 83Q: 3 clusters Score -450689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -450690.062500 Penalty: 4283.212891
	Iteration 84Q: 3 clusters Score -450690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -450690.281250 Penalty: 4283.212891
	Iteration 85Q: 3 clusters Score -450690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -450690.843750 Penalty: 4283.212891
	Iteration 86Q: 3 clusters Score -450690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -450690.906250 Penalty: 4283.212891
	Iteration 87Q: 3 clusters Score -450690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -450690.906250 Penalty: 4283.212891
	Iteration 88F: 3 clusters Score -450690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -100277.500000 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -100277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98129.601562 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -98129.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98568.179688 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -98568.18 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -98691.679688 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -98691.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -98732.554688 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -98732.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -98760.054688 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -98760.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -98781.062500 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -98781.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -98789.796875 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -98789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98796.093750 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -98796.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -98799.117188 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -98799.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -98806.375000 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -98806.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -98813.953125 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -98813.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -98819.570312 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -98819.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98820.515625 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -98820.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98822.093750 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -98822.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -98825.390625 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -98825.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -98828.765625 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -98828.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -98830.859375 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -98830.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98834.226562 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -98834.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98837.742188 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -98837.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98841.210938 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -98841.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -98843.718750 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -98843.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98844.132812 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -98844.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -98845.125000 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -98845.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -98846.320312 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -98846.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -98847.476562 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -98847.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -98848.703125 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -98848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98851.710938 Penalty: 3572.519775
	Iteration 26Q: 3 clusters Score -98851.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -98855.796875 Penalty: 3572.519775
	Iteration 27Q: 3 clusters Score -98855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -98857.632812 Penalty: 3572.519775
	Iteration 28Q: 3 clusters Score -98857.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -98863.304688 Penalty: 3572.519775
	Iteration 29Q: 3 clusters Score -98863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -98867.437500 Penalty: 3572.519775
	Iteration 30Q: 3 clusters Score -98867.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -98872.484375 Penalty: 3572.519775
	Iteration 31Q: 3 clusters Score -98872.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -98875.093750 Penalty: 3572.519775
	Iteration 32Q: 3 clusters Score -98875.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -98877.203125 Penalty: 3572.519775
	Iteration 33Q: 3 clusters Score -98877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98879.062500 Penalty: 3572.519775
	Iteration 34Q: 3 clusters Score -98879.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98880.312500 Penalty: 3572.519775
	Iteration 35Q: 3 clusters Score -98880.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98881.640625 Penalty: 3572.519775
	Iteration 36Q: 3 clusters Score -98881.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98882.531250 Penalty: 3572.519775
	Iteration 37Q: 3 clusters Score -98882.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -98882.531250 Penalty: 3572.519775
	Iteration 38F: 3 clusters Score -98882.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -100857.195312 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -100857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -98494.289062 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -98494.29 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -99626.476562 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -99626.48 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100167.914062 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -100167.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -100440.875000 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -100440.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -100573.773438 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -100573.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -100649.242188 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -100649.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100696.445312 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -100696.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -100716.312500 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -100716.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -100723.085938 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -100723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -100732.187500 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -100732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -100735.335938 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -100735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -100736.218750 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -100736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -100737.945312 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -100737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -100743.945312 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -100743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -100771.093750 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -100771.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100797.085938 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -100797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -100831.523438 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -100831.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -100850.296875 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -100850.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -100866.625000 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -100866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -100871.203125 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -100871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -100874.875000 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -100874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100875.796875 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -100875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100876.125000 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -100876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -100876.125000 Penalty: 3717.513184
	Iteration 23F: 3 clusters Score -100876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Mstep: Class 52 contains 1046 members 
Entering Unmasked Estep 
Score: -51169660.000000 Penalty: 172761.734375
Splitting cluster 8 changes total score from -51171116.000000 to -51169660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -139653.031250 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -139653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -137116.718750 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -137116.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137625.265625 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -137625.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -137879.968750 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -137880 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138085.546875 Penalty: 3724.358398
	Iteration 3F: 3 clusters Score -138085.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138262.078125 Penalty: 3724.358398
	Iteration 4F: 3 clusters Score -138262.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -138367.859375 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -138367.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -138453.921875 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -138453.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -138537.390625 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -138537.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138610.328125 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -138610.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138652.890625 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -138652.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -138678.484375 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -138678.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138686.218750 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -138686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -138692.875000 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -138692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -138701.296875 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -138701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -138709.171875 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -138709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -138715.343750 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -138715.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -138719.453125 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -138719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138722.421875 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -138722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138726.906250 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -138726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138729.750000 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -138729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138730.640625 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -138730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138732.890625 Penalty: 3724.358398
	Iteration 21Q: 3 clusters Score -138732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138732.890625 Penalty: 3724.358398
	Iteration 22F: 3 clusters Score -138732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -52952.398438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -52952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51280.335938 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51280.34 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51468.089844 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -51468.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51530.148438 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -51530.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51554.609375 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -51554.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51563.046875 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -51563.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51569.332031 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -51569.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51569.812500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -51569.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -51569.812500 Penalty: 3216.379150
	Iteration 7F: 3 clusters Score -51569.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Entering Unmasked Estep 
Score: -689653.687500 Penalty: 2228.762939
	Iteration 0F: 2 clusters Score -689653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -683232.000000 Penalty: 4457.525879
	Iteration 0F: 3 clusters Score -683232 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -685033.437500 Penalty: 4457.525879
	Iteration 1F: 3 clusters Score -685033.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -685361.562500 Penalty: 4457.525879
	Iteration 2F: 3 clusters Score -685361.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -685566.062500 Penalty: 4457.525879
	Iteration 3F: 3 clusters Score -685566.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -685717.812500 Penalty: 4457.525879
	Iteration 4Q: 3 clusters Score -685717.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -685836.562500 Penalty: 4457.525879
	Iteration 5Q: 3 clusters Score -685836.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -685939.625000 Penalty: 4457.525879
	Iteration 6Q: 3 clusters Score -685939.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -686033.812500 Penalty: 4457.525879
	Iteration 7Q: 3 clusters Score -686033.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -686129.687500 Penalty: 4457.525879
	Iteration 8Q: 3 clusters Score -686129.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -686211.812500 Penalty: 4457.525879
	Iteration 9Q: 3 clusters Score -686211.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -686286.062500 Penalty: 4457.525879
	Iteration 10Q: 3 clusters Score -686286.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -686355.812500 Penalty: 4457.525879
	Iteration 11Q: 3 clusters Score -686355.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -686432.875000 Penalty: 4457.525879
	Iteration 12Q: 3 clusters Score -686432.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -686524.625000 Penalty: 4457.525879
	Iteration 13Q: 3 clusters Score -686524.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -686614.625000 Penalty: 4457.525879
	Iteration 14Q: 3 clusters Score -686614.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -686708.812500 Penalty: 4457.525879
	Iteration 15Q: 3 clusters Score -686708.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -686811.750000 Penalty: 4457.525879
	Iteration 16Q: 3 clusters Score -686811.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -686939.187500 Penalty: 4457.525879
	Iteration 17Q: 3 clusters Score -686939.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -687056.375000 Penalty: 4457.525879
	Iteration 18Q: 3 clusters Score -687056.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -687152.187500 Penalty: 4457.525879
	Iteration 19Q: 3 clusters Score -687152.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -687235.250000 Penalty: 4457.525879
	Iteration 20F: 3 clusters Score -687235.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -687327.562500 Penalty: 4457.525879
	Iteration 21Q: 3 clusters Score -687327.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -687409.312500 Penalty: 4457.525879
	Iteration 22Q: 3 clusters Score -687409.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -687482.125000 Penalty: 4457.525879
	Iteration 23Q: 3 clusters Score -687482.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -687526.000000 Penalty: 4457.525879
	Iteration 24Q: 3 clusters Score -687526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -687562.062500 Penalty: 4457.525879
	Iteration 25Q: 3 clusters Score -687562.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -687593.375000 Penalty: 4457.525879
	Iteration 26Q: 3 clusters Score -687593.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -687621.812500 Penalty: 4457.525879
	Iteration 27Q: 3 clusters Score -687621.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -687654.500000 Penalty: 4457.525879
	Iteration 28Q: 3 clusters Score -687654.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -687684.125000 Penalty: 4457.525879
	Iteration 29Q: 3 clusters Score -687684.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -687702.500000 Penalty: 4457.525879
	Iteration 30Q: 3 clusters Score -687702.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -687723.437500 Penalty: 4457.525879
	Iteration 31Q: 3 clusters Score -687723.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -687730.625000 Penalty: 4457.525879
	Iteration 32Q: 3 clusters Score -687730.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -687739.750000 Penalty: 4457.525879
	Iteration 33Q: 3 clusters Score -687739.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -687746.125000 Penalty: 4457.525879
	Iteration 34Q: 3 clusters Score -687746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -687747.437500 Penalty: 4457.525879
	Iteration 35Q: 3 clusters Score -687747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -687751.062500 Penalty: 4457.525879
	Iteration 36Q: 3 clusters Score -687751.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -687756.000000 Penalty: 4457.525879
	Iteration 37Q: 3 clusters Score -687756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -687758.187500 Penalty: 4457.525879
	Iteration 38Q: 3 clusters Score -687758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -687759.375000 Penalty: 4457.525879
	Iteration 39Q: 3 clusters Score -687759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -687761.187500 Penalty: 4457.525879
	Iteration 40F: 3 clusters Score -687761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -687762.937500 Penalty: 4457.525879
	Iteration 41Q: 3 clusters Score -687762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -687760.937500 Penalty: 4457.525879
	Iteration 42Q: 3 clusters Score -687760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -687764.937500 Penalty: 4457.525879
	Iteration 43Q: 3 clusters Score -687764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -687766.312500 Penalty: 4457.525879
	Iteration 44Q: 3 clusters Score -687766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -687766.937500 Penalty: 4457.525879
	Iteration 45Q: 3 clusters Score -687766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -687770.437500 Penalty: 4457.525879
	Iteration 46Q: 3 clusters Score -687770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -687771.875000 Penalty: 4457.525879
	Iteration 47Q: 3 clusters Score -687771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -687773.750000 Penalty: 4457.525879
	Iteration 48Q: 3 clusters Score -687773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -687775.562500 Penalty: 4457.525879
	Iteration 49Q: 3 clusters Score -687775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -687779.125000 Penalty: 4457.525879
	Iteration 50Q: 3 clusters Score -687779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -687780.875000 Penalty: 4457.525879
	Iteration 51Q: 3 clusters Score -687780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -687781.125000 Penalty: 4457.525879
	Iteration 52Q: 3 clusters Score -687781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -687782.125000 Penalty: 4457.525879
	Iteration 53Q: 3 clusters Score -687782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -687782.062500 Penalty: 4457.525879
	Iteration 54Q: 3 clusters Score -687782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -687784.375000 Penalty: 4457.525879
	Iteration 55Q: 3 clusters Score -687784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -687785.187500 Penalty: 4457.525879
	Iteration 56Q: 3 clusters Score -687785.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -687786.437500 Penalty: 4457.525879
	Iteration 57Q: 3 clusters Score -687786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -687789.812500 Penalty: 4457.525879
	Iteration 58Q: 3 clusters Score -687789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -687790.062500 Penalty: 4457.525879
	Iteration 59Q: 3 clusters Score -687790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -687791.187500 Penalty: 4457.525879
	Iteration 60F: 3 clusters Score -687791.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -170867.640625 Penalty: 1902.381836
	Iteration 0F: 2 clusters Score -170867.6 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 1108 members 
Entering Unmasked Estep 
Score: -168176.781250 Penalty: 3804.763672
	Iteration 0F: 3 clusters Score -168176.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -168651.515625 Penalty: 3804.763672
	Iteration 1F: 3 clusters Score -168651.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -168792.281250 Penalty: 3804.763672
	Iteration 2F: 3 clusters Score -168792.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -168879.468750 Penalty: 3804.763672
	Iteration 3Q: 3 clusters Score -168879.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -168923.812500 Penalty: 3804.763672
	Iteration 4Q: 3 clusters Score -168923.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -168954.015625 Penalty: 3804.763672
	Iteration 5Q: 3 clusters Score -168954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -168977.781250 Penalty: 3804.763672
	Iteration 6Q: 3 clusters Score -168977.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -169007.328125 Penalty: 3804.763672
	Iteration 7Q: 3 clusters Score -169007.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -169031.906250 Penalty: 3804.763672
	Iteration 8Q: 3 clusters Score -169031.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -169065.875000 Penalty: 3804.763672
	Iteration 9Q: 3 clusters Score -169065.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -169104.234375 Penalty: 3804.763672
	Iteration 10Q: 3 clusters Score -169104.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -169152.984375 Penalty: 3804.763672
	Iteration 11Q: 3 clusters Score -169153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -169185.046875 Penalty: 3804.763672
	Iteration 12Q: 3 clusters Score -169185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -169215.890625 Penalty: 3804.763672
	Iteration 13Q: 3 clusters Score -169215.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -169241.031250 Penalty: 3804.763672
	Iteration 14Q: 3 clusters Score -169241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -169260.203125 Penalty: 3804.763672
	Iteration 15Q: 3 clusters Score -169260.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -169280.625000 Penalty: 3804.763672
	Iteration 16Q: 3 clusters Score -169280.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -169305.250000 Penalty: 3804.763672
	Iteration 17Q: 3 clusters Score -169305.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -169336.937500 Penalty: 3804.763672
	Iteration 18Q: 3 clusters Score -169336.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -169361.093750 Penalty: 3804.763672
	Iteration 19Q: 3 clusters Score -169361.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -169377.078125 Penalty: 3804.763672
	Iteration 20F: 3 clusters Score -169377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -169386.031250 Penalty: 3804.763672
	Iteration 21Q: 3 clusters Score -169386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -169393.015625 Penalty: 3804.763672
	Iteration 22Q: 3 clusters Score -169393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -169400.484375 Penalty: 3804.763672
	Iteration 23Q: 3 clusters Score -169400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -169406.781250 Penalty: 3804.763672
	Iteration 24Q: 3 clusters Score -169406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -169411.406250 Penalty: 3804.763672
	Iteration 25Q: 3 clusters Score -169411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -169414.906250 Penalty: 3804.763672
	Iteration 26Q: 3 clusters Score -169414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -169417.328125 Penalty: 3804.763672
	Iteration 27Q: 3 clusters Score -169417.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -169419.406250 Penalty: 3804.763672
	Iteration 28Q: 3 clusters Score -169419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -169421.156250 Penalty: 3804.763672
	Iteration 29Q: 3 clusters Score -169421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -169422.203125 Penalty: 3804.763672
	Iteration 30Q: 3 clusters Score -169422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -169422.593750 Penalty: 3804.763672
	Iteration 31Q: 3 clusters Score -169422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -169423.234375 Penalty: 3804.763672
	Iteration 32Q: 3 clusters Score -169423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -169423.234375 Penalty: 3804.763672
	Iteration 33F: 3 clusters Score -169423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -123586.984375 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -123587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -121175.062500 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -121175.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -121545.390625 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -121545.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -121657.390625 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -121657.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -121719.515625 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -121719.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121758.671875 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -121758.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121784.484375 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -121784.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121805.898438 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -121805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -121818.515625 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -121818.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -121824.343750 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -121824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -121828.281250 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -121828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -121832.179688 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -121832.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -121838.828125 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -121838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -121845.093750 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -121845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121854.453125 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -121854.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -121863.093750 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -121863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121865.953125 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -121866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -121867.828125 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -121867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121869.664062 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -121869.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121870.570312 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -121870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121871.367188 Penalty: 3670.101318
	Iteration 19Q: 3 clusters Score -121871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121871.367188 Penalty: 3670.101318
	Iteration 20F: 3 clusters Score -121871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -778499.312500 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -778499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -771087.250000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -771087.2 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -773789.312500 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -773789.3 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -774705.687500 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -774705.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -775662.375000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -775662.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -776374.125000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -776374.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -776734.312500 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -776734.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -776905.875000 Penalty: 4555.516602
	Iteration 6Q: 3 clusters Score -776905.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -776994.750000 Penalty: 4555.516602
	Iteration 7Q: 3 clusters Score -776994.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -777048.625000 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -777048.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -777085.687500 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -777085.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -777107.187500 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -777107.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -777127.750000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -777127.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -777146.000000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -777146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -777160.562500 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -777160.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -777170.437500 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -777170.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -777180.750000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -777180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -777187.312500 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -777187.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -777195.312500 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -777195.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -777200.812500 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -777200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -777204.125000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -777204.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -777214.500000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -777214.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -777219.812500 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -777219.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -777229.750000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -777229.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -777238.437500 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -777238.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -777244.000000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -777244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -777249.875000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -777249.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -777257.562500 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -777257.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -777267.500000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -777267.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -777270.937500 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -777270.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -777275.437500 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -777275.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -777277.812500 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -777277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -777281.250000 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -777281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -777286.250000 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -777286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -777288.562500 Penalty: 4555.516602
	Iteration 33Q: 3 clusters Score -777288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -777290.500000 Penalty: 4555.516602
	Iteration 34Q: 3 clusters Score -777290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -777290.937500 Penalty: 4555.516602
	Iteration 35Q: 3 clusters Score -777290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -777293.125000 Penalty: 4555.516602
	Iteration 36Q: 3 clusters Score -777293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -777295.812500 Penalty: 4555.516602
	Iteration 37Q: 3 clusters Score -777295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -777295.062500 Penalty: 4555.516602
	Iteration 38Q: 3 clusters Score -777295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -777294.750000 Penalty: 4555.516602
	Iteration 39Q: 3 clusters Score -777294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -777297.500000 Penalty: 4555.516602
	Iteration 40F: 3 clusters Score -777297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -777299.937500 Penalty: 4555.516602
	Iteration 41Q: 3 clusters Score -777299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -777300.000000 Penalty: 4555.516602
	Iteration 42Q: 3 clusters Score -777300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -777301.250000 Penalty: 4555.516602
	Iteration 43Q: 3 clusters Score -777301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -777301.125000 Penalty: 4555.516602
	Iteration 44Q: 3 clusters Score -777301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -777302.625000 Penalty: 4555.516602
	Iteration 45Q: 3 clusters Score -777302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -777302.750000 Penalty: 4555.516602
	Iteration 46Q: 3 clusters Score -777302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -777301.437500 Penalty: 4555.516602
	Iteration 47Q: 3 clusters Score -777301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -777302.625000 Penalty: 4555.516602
	Iteration 48Q: 3 clusters Score -777302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -777303.062500 Penalty: 4555.516602
	Iteration 49Q: 3 clusters Score -777303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -777303.000000 Penalty: 4555.516602
	Iteration 50Q: 3 clusters Score -777303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -777303.000000 Penalty: 4555.516602
	Iteration 51F: 3 clusters Score -777303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -221833.531250 Penalty: 1972.422974
	Iteration 0F: 2 clusters Score -221833.5 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 1413 members 
Entering Unmasked Estep 
Score: -218705.875000 Penalty: 3944.845947
	Iteration 0F: 3 clusters Score -218705.9 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -219357.671875 Penalty: 3944.845947
	Iteration 1F: 3 clusters Score -219357.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -219561.671875 Penalty: 3944.845947
	Iteration 2F: 3 clusters Score -219561.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -219746.750000 Penalty: 3944.845947
	Iteration 3F: 3 clusters Score -219746.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -219915.921875 Penalty: 3944.845947
	Iteration 4Q: 3 clusters Score -219915.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -220125.671875 Penalty: 3944.845947
	Iteration 5Q: 3 clusters Score -220125.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -220336.828125 Penalty: 3944.845947
	Iteration 6F: 3 clusters Score -220336.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -220528.875000 Penalty: 3944.845947
	Iteration 7F: 3 clusters Score -220528.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -220660.046875 Penalty: 3944.845947
	Iteration 8Q: 3 clusters Score -220660 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -220747.828125 Penalty: 3944.845947
	Iteration 9Q: 3 clusters Score -220747.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -220806.453125 Penalty: 3944.845947
	Iteration 10Q: 3 clusters Score -220806.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -220850.937500 Penalty: 3944.845947
	Iteration 11Q: 3 clusters Score -220850.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -220895.359375 Penalty: 3944.845947
	Iteration 12Q: 3 clusters Score -220895.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -220930.359375 Penalty: 3944.845947
	Iteration 13Q: 3 clusters Score -220930.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -220969.062500 Penalty: 3944.845947
	Iteration 14Q: 3 clusters Score -220969.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -220996.031250 Penalty: 3944.845947
	Iteration 15Q: 3 clusters Score -220996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -221011.593750 Penalty: 3944.845947
	Iteration 16Q: 3 clusters Score -221011.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -221032.031250 Penalty: 3944.845947
	Iteration 17Q: 3 clusters Score -221032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -221055.140625 Penalty: 3944.845947
	Iteration 18Q: 3 clusters Score -221055.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -221076.218750 Penalty: 3944.845947
	Iteration 19Q: 3 clusters Score -221076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -221107.000000 Penalty: 3944.845947
	Iteration 20F: 3 clusters Score -221107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -221133.609375 Penalty: 3944.845947
	Iteration 21Q: 3 clusters Score -221133.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -221153.750000 Penalty: 3944.845947
	Iteration 22Q: 3 clusters Score -221153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -221173.390625 Penalty: 3944.845947
	Iteration 23Q: 3 clusters Score -221173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -221204.859375 Penalty: 3944.845947
	Iteration 24Q: 3 clusters Score -221204.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -221256.015625 Penalty: 3944.845947
	Iteration 25Q: 3 clusters Score -221256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -221292.687500 Penalty: 3944.845947
	Iteration 26Q: 3 clusters Score -221292.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -221324.578125 Penalty: 3944.845947
	Iteration 27Q: 3 clusters Score -221324.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -221374.250000 Penalty: 3944.845947
	Iteration 28Q: 3 clusters Score -221374.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -221431.109375 Penalty: 3944.845947
	Iteration 29Q: 3 clusters Score -221431.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -221456.218750 Penalty: 3944.845947
	Iteration 30Q: 3 clusters Score -221456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -221464.718750 Penalty: 3944.845947
	Iteration 31Q: 3 clusters Score -221464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -221470.265625 Penalty: 3944.845947
	Iteration 32Q: 3 clusters Score -221470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -221475.859375 Penalty: 3944.845947
	Iteration 33Q: 3 clusters Score -221475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -221481.937500 Penalty: 3944.845947
	Iteration 34Q: 3 clusters Score -221481.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -221490.375000 Penalty: 3944.845947
	Iteration 35Q: 3 clusters Score -221490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -221490.375000 Penalty: 3944.845947
	Iteration 36F: 3 clusters Score -221490.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Entering Unmasked Estep 
Score: -1789703.250000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -1789703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1774109.250000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -1774109 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1779436.250000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -1779436 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1779801.000000 Penalty: 4962.169434
	Iteration 2F: 3 clusters Score -1779801 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1780145.875000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -1780146 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1780558.250000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -1780558 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1781041.625000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -1781042 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1781712.625000 Penalty: 4962.169434
	Iteration 6F: 3 clusters Score -1781713 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1782600.750000 Penalty: 4962.169434
	Iteration 7F: 3 clusters Score -1782601 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1783549.125000 Penalty: 4962.169434
	Iteration 8F: 3 clusters Score -1783549 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1784541.125000 Penalty: 4962.169434
	Iteration 9F: 3 clusters Score -1784541 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1785385.875000 Penalty: 4962.169434
	Iteration 10Q: 3 clusters Score -1785386 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1786028.000000 Penalty: 4962.169434
	Iteration 11Q: 3 clusters Score -1786028 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1786463.625000 Penalty: 4962.169434
	Iteration 12Q: 3 clusters Score -1786464 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1786805.000000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -1786805 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1787044.125000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -1787044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -1787207.750000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -1787208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -1787324.625000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -1787325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1787415.375000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -1787415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1787505.375000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -1787505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1787582.750000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -1787583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1787630.750000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -1787631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1787677.625000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -1787678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1787709.125000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -1787709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -1787732.375000 Penalty: 4962.169434
	Iteration 23Q: 3 clusters Score -1787732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -1787752.625000 Penalty: 4962.169434
	Iteration 24Q: 3 clusters Score -1787753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1787773.375000 Penalty: 4962.169434
	Iteration 25Q: 3 clusters Score -1787773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -1787788.250000 Penalty: 4962.169434
	Iteration 26Q: 3 clusters Score -1787788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1787798.000000 Penalty: 4962.169434
	Iteration 27Q: 3 clusters Score -1787798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1787802.500000 Penalty: 4962.169434
	Iteration 28Q: 3 clusters Score -1787802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1787810.375000 Penalty: 4962.169434
	Iteration 29Q: 3 clusters Score -1787810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -1787813.500000 Penalty: 4962.169434
	Iteration 30Q: 3 clusters Score -1787814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -1787814.875000 Penalty: 4962.169434
	Iteration 31Q: 3 clusters Score -1787815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -1787815.625000 Penalty: 4962.169434
	Iteration 32Q: 3 clusters Score -1787816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -1787815.625000 Penalty: 4962.169434
	Iteration 33Q: 3 clusters Score -1787816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1787817.375000 Penalty: 4962.169434
	Iteration 34Q: 3 clusters Score -1787817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1787817.000000 Penalty: 4962.169434
	Iteration 35Q: 3 clusters Score -1787817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1787817.000000 Penalty: 4962.169434
	Iteration 36F: 3 clusters Score -1787817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -4181101.000000 Penalty: 2692.611816
	Iteration 0F: 2 clusters Score -4181101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4146375.500000 Penalty: 5385.223633
	Iteration 0F: 3 clusters Score -4146376 nChanged 23872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -4159553.500000 Penalty: 5385.223633
	Iteration 1F: 3 clusters Score -4159554 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4160115.000000 Penalty: 5385.223633
	Iteration 2Q: 3 clusters Score -4160115 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4160696.000000 Penalty: 5385.223633
	Iteration 3Q: 3 clusters Score -4160696 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4161369.500000 Penalty: 5385.223633
	Iteration 4Q: 3 clusters Score -4161370 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4162336.500000 Penalty: 5385.223633
	Iteration 5Q: 3 clusters Score -4162336 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4163811.000000 Penalty: 5385.223633
	Iteration 6F: 3 clusters Score -4163811 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4166007.000000 Penalty: 5385.223633
	Iteration 7F: 3 clusters Score -4166007 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4168883.750000 Penalty: 5385.223633
	Iteration 8F: 3 clusters Score -4168884 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -4171961.500000 Penalty: 5385.223633
	Iteration 9F: 3 clusters Score -4171962 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -4174713.500000 Penalty: 5385.223633
	Iteration 10F: 3 clusters Score -4174714 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -4176623.750000 Penalty: 5385.223633
	Iteration 11Q: 3 clusters Score -4176624 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -4177714.750000 Penalty: 5385.223633
	Iteration 12Q: 3 clusters Score -4177715 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -4178305.750000 Penalty: 5385.223633
	Iteration 13Q: 3 clusters Score -4178306 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -4178593.500000 Penalty: 5385.223633
	Iteration 14Q: 3 clusters Score -4178594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -4178756.250000 Penalty: 5385.223633
	Iteration 15Q: 3 clusters Score -4178756 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -4178871.500000 Penalty: 5385.223633
	Iteration 16Q: 3 clusters Score -4178872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -4178944.250000 Penalty: 5385.223633
	Iteration 17Q: 3 clusters Score -4178944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -4178996.500000 Penalty: 5385.223633
	Iteration 18Q: 3 clusters Score -4178996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -4179051.500000 Penalty: 5385.223633
	Iteration 19Q: 3 clusters Score -4179052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -4179083.500000 Penalty: 5385.223633
	Iteration 20F: 3 clusters Score -4179084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -4179115.250000 Penalty: 5385.223633
	Iteration 21Q: 3 clusters Score -4179115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -4179149.750000 Penalty: 5385.223633
	Iteration 22Q: 3 clusters Score -4179150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -4179177.000000 Penalty: 5385.223633
	Iteration 23Q: 3 clusters Score -4179177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -4179193.250000 Penalty: 5385.223633
	Iteration 24Q: 3 clusters Score -4179193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -4179212.500000 Penalty: 5385.223633
	Iteration 25Q: 3 clusters Score -4179212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -4179224.500000 Penalty: 5385.223633
	Iteration 26Q: 3 clusters Score -4179224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -4179240.000000 Penalty: 5385.223633
	Iteration 27Q: 3 clusters Score -4179240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -4179266.500000 Penalty: 5385.223633
	Iteration 28Q: 3 clusters Score -4179266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -4179274.500000 Penalty: 5385.223633
	Iteration 29Q: 3 clusters Score -4179274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -4179284.250000 Penalty: 5385.223633
	Iteration 30Q: 3 clusters Score -4179284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -4179288.750000 Penalty: 5385.223633
	Iteration 31Q: 3 clusters Score -4179289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -4179291.250000 Penalty: 5385.223633
	Iteration 32Q: 3 clusters Score -4179291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -4179302.000000 Penalty: 5385.223633
	Iteration 33Q: 3 clusters Score -4179302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -4179303.500000 Penalty: 5385.223633
	Iteration 34Q: 3 clusters Score -4179304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -4179300.250000 Penalty: 5385.223633
	Iteration 35Q: 3 clusters Score -4179300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -4179298.750000 Penalty: 5385.223633
	Iteration 36Q: 3 clusters Score -4179299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -4179298.000000 Penalty: 5385.223633
	Iteration 37Q: 3 clusters Score -4179298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -4179300.750000 Penalty: 5385.223633
	Iteration 38Q: 3 clusters Score -4179301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -4179300.750000 Penalty: 5385.223633
	Iteration 39F: 3 clusters Score -4179301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1282238.500000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1282238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1270814.875000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1270815 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1274360.250000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1274360 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1274700.375000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1274700 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1275006.250000 Penalty: 4791.082031
	Iteration 3Q: 3 clusters Score -1275006 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1275301.250000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -1275301 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1275654.250000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -1275654 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1276140.250000 Penalty: 4791.082031
	Iteration 6F: 3 clusters Score -1276140 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1276749.625000 Penalty: 4791.082031
	Iteration 7F: 3 clusters Score -1276750 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1277437.875000 Penalty: 4791.082031
	Iteration 8F: 3 clusters Score -1277438 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1278124.250000 Penalty: 4791.082031
	Iteration 9F: 3 clusters Score -1278124 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1278636.625000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -1278637 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1279029.250000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -1279029 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1279305.875000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -1279306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1279488.625000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -1279489 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1279616.625000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1279617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1279718.875000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1279719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1279806.875000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1279807 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1279890.375000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1279890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1279949.875000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1279950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1279998.750000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -1279999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1280033.375000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1280033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1280057.375000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -1280057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1280076.875000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1280077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1280093.250000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1280093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1280099.875000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1280100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1280105.750000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1280106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1280117.000000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1280117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1280125.875000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1280126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1280129.250000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -1280129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1280128.375000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -1280128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1280134.125000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -1280134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1280137.500000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -1280138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1280140.500000 Penalty: 4791.082031
	Iteration 32Q: 3 clusters Score -1280140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1280145.375000 Penalty: 4791.082031
	Iteration 33Q: 3 clusters Score -1280145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1280146.250000 Penalty: 4791.082031
	Iteration 34Q: 3 clusters Score -1280146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1280146.250000 Penalty: 4791.082031
	Iteration 35F: 3 clusters Score -1280146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Entering Unmasked Estep 
Score: -745401.500000 Penalty: 2247.710205
	Iteration 0F: 2 clusters Score -745401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -738664.937500 Penalty: 4495.420410
	Iteration 0F: 3 clusters Score -738664.9 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -740553.625000 Penalty: 4495.420410
	Iteration 1F: 3 clusters Score -740553.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -740852.000000 Penalty: 4495.420410
	Iteration 2F: 3 clusters Score -740852 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -741093.375000 Penalty: 4495.420410
	Iteration 3F: 3 clusters Score -741093.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -741311.812500 Penalty: 4495.420410
	Iteration 4Q: 3 clusters Score -741311.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -741550.000000 Penalty: 4495.420410
	Iteration 5Q: 3 clusters Score -741550 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -741786.937500 Penalty: 4495.420410
	Iteration 6Q: 3 clusters Score -741786.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -741985.750000 Penalty: 4495.420410
	Iteration 7Q: 3 clusters Score -741985.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -742161.687500 Penalty: 4495.420410
	Iteration 8Q: 3 clusters Score -742161.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -742350.812500 Penalty: 4495.420410
	Iteration 9Q: 3 clusters Score -742350.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -742485.250000 Penalty: 4495.420410
	Iteration 10Q: 3 clusters Score -742485.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -742587.437500 Penalty: 4495.420410
	Iteration 11Q: 3 clusters Score -742587.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -742648.937500 Penalty: 4495.420410
	Iteration 12Q: 3 clusters Score -742648.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -742711.875000 Penalty: 4495.420410
	Iteration 13Q: 3 clusters Score -742711.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -742746.687500 Penalty: 4495.420410
	Iteration 14Q: 3 clusters Score -742746.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -742771.750000 Penalty: 4495.420410
	Iteration 15Q: 3 clusters Score -742771.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -742792.625000 Penalty: 4495.420410
	Iteration 16Q: 3 clusters Score -742792.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -742807.187500 Penalty: 4495.420410
	Iteration 17Q: 3 clusters Score -742807.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -742815.312500 Penalty: 4495.420410
	Iteration 18Q: 3 clusters Score -742815.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -742819.437500 Penalty: 4495.420410
	Iteration 19Q: 3 clusters Score -742819.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -742820.375000 Penalty: 4495.420410
	Iteration 20F: 3 clusters Score -742820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -742823.250000 Penalty: 4495.420410
	Iteration 21Q: 3 clusters Score -742823.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -742825.687500 Penalty: 4495.420410
	Iteration 22Q: 3 clusters Score -742825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -742827.687500 Penalty: 4495.420410
	Iteration 23Q: 3 clusters Score -742827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -742827.187500 Penalty: 4495.420410
	Iteration 24Q: 3 clusters Score -742827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -742827.000000 Penalty: 4495.420410
	Iteration 25Q: 3 clusters Score -742827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -742827.375000 Penalty: 4495.420410
	Iteration 26Q: 3 clusters Score -742827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -742826.687500 Penalty: 4495.420410
	Iteration 27Q: 3 clusters Score -742826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -742827.125000 Penalty: 4495.420410
	Iteration 28Q: 3 clusters Score -742827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -742829.562500 Penalty: 4495.420410
	Iteration 29Q: 3 clusters Score -742829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -742829.000000 Penalty: 4495.420410
	Iteration 30Q: 3 clusters Score -742829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -742832.562500 Penalty: 4495.420410
	Iteration 31Q: 3 clusters Score -742832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -742832.125000 Penalty: 4495.420410
	Iteration 32Q: 3 clusters Score -742832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -742833.437500 Penalty: 4495.420410
	Iteration 33Q: 3 clusters Score -742833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -742833.437500 Penalty: 4495.420410
	Iteration 34Q: 3 clusters Score -742833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -742835.312500 Penalty: 4495.420410
	Iteration 35Q: 3 clusters Score -742835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -742835.312500 Penalty: 4495.420410
	Iteration 36Q: 3 clusters Score -742835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -742835.312500 Penalty: 4495.420410
	Iteration 37F: 3 clusters Score -742835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Entering Unmasked Estep 
Score: -5044687.500000 Penalty: 2730.804199
	Iteration 0F: 2 clusters Score -5044688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5003955.000000 Penalty: 5461.608398
	Iteration 0F: 3 clusters Score -5003955 nChanged 28325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5020114.000000 Penalty: 5461.608398
	Iteration 1F: 3 clusters Score -5020114 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -5020952.000000 Penalty: 5461.608398
	Iteration 2Q: 3 clusters Score -5020952 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -5021907.500000 Penalty: 5461.608398
	Iteration 3Q: 3 clusters Score -5021908 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5023071.500000 Penalty: 5461.608398
	Iteration 4Q: 3 clusters Score -5023072 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -5024349.500000 Penalty: 5461.608398
	Iteration 5Q: 3 clusters Score -5024350 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5025728.000000 Penalty: 5461.608398
	Iteration 6F: 3 clusters Score -5025728 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -5026993.500000 Penalty: 5461.608398
	Iteration 7F: 3 clusters Score -5026994 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5028165.500000 Penalty: 5461.608398
	Iteration 8Q: 3 clusters Score -5028166 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -5029305.500000 Penalty: 5461.608398
	Iteration 9Q: 3 clusters Score -5029306 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5030242.000000 Penalty: 5461.608398
	Iteration 10Q: 3 clusters Score -5030242 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5030996.000000 Penalty: 5461.608398
	Iteration 11Q: 3 clusters Score -5030996 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5031659.500000 Penalty: 5461.608398
	Iteration 12Q: 3 clusters Score -5031660 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5032263.500000 Penalty: 5461.608398
	Iteration 13Q: 3 clusters Score -5032264 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5032878.500000 Penalty: 5461.608398
	Iteration 14Q: 3 clusters Score -5032878 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5033597.500000 Penalty: 5461.608398
	Iteration 15Q: 3 clusters Score -5033598 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -5034346.500000 Penalty: 5461.608398
	Iteration 16Q: 3 clusters Score -5034346 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -5035291.500000 Penalty: 5461.608398
	Iteration 17Q: 3 clusters Score -5035292 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -5036329.000000 Penalty: 5461.608398
	Iteration 18Q: 3 clusters Score -5036329 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -5037347.500000 Penalty: 5461.608398
	Iteration 19Q: 3 clusters Score -5037348 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -5038250.500000 Penalty: 5461.608398
	Iteration 20F: 3 clusters Score -5038250 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -5039005.000000 Penalty: 5461.608398
	Iteration 21Q: 3 clusters Score -5039005 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -5039573.000000 Penalty: 5461.608398
	Iteration 22Q: 3 clusters Score -5039573 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -5039994.500000 Penalty: 5461.608398
	Iteration 23Q: 3 clusters Score -5039994 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -5040346.500000 Penalty: 5461.608398
	Iteration 24Q: 3 clusters Score -5040346 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -5040597.000000 Penalty: 5461.608398
	Iteration 25Q: 3 clusters Score -5040597 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -5040854.500000 Penalty: 5461.608398
	Iteration 26Q: 3 clusters Score -5040854 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -5041042.500000 Penalty: 5461.608398
	Iteration 27Q: 3 clusters Score -5041042 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -5041257.000000 Penalty: 5461.608398
	Iteration 28Q: 3 clusters Score -5041257 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
Score: -5041401.500000 Penalty: 5461.608398
	Iteration 29Q: 3 clusters Score -5041402 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -5041532.000000 Penalty: 5461.608398
	Iteration 30Q: 3 clusters Score -5041532 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -5041624.000000 Penalty: 5461.608398
	Iteration 31Q: 3 clusters Score -5041624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -5041726.500000 Penalty: 5461.608398
	Iteration 32Q: 3 clusters Score -5041726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -5041834.500000 Penalty: 5461.608398
	Iteration 33Q: 3 clusters Score -5041834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -5041914.500000 Penalty: 5461.608398
	Iteration 34Q: 3 clusters Score -5041914 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -5041995.500000 Penalty: 5461.608398
	Iteration 35Q: 3 clusters Score -5041996 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -5042057.000000 Penalty: 5461.608398
	Iteration 36Q: 3 clusters Score -5042057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -5042107.500000 Penalty: 5461.608398
	Iteration 37Q: 3 clusters Score -5042108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -5042134.500000 Penalty: 5461.608398
	Iteration 38Q: 3 clusters Score -5042134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -5042153.500000 Penalty: 5461.608398
	Iteration 39Q: 3 clusters Score -5042154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -5042177.500000 Penalty: 5461.608398
	Iteration 40F: 3 clusters Score -5042178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -5042194.000000 Penalty: 5461.608398
	Iteration 41Q: 3 clusters Score -5042194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -5042222.500000 Penalty: 5461.608398
	Iteration 42Q: 3 clusters Score -5042222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -5042229.500000 Penalty: 5461.608398
	Iteration 43Q: 3 clusters Score -5042230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -5042241.500000 Penalty: 5461.608398
	Iteration 44Q: 3 clusters Score -5042242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -5042247.500000 Penalty: 5461.608398
	Iteration 45Q: 3 clusters Score -5042248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -5042261.500000 Penalty: 5461.608398
	Iteration 46Q: 3 clusters Score -5042262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -5042271.000000 Penalty: 5461.608398
	Iteration 47Q: 3 clusters Score -5042271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -5042277.500000 Penalty: 5461.608398
	Iteration 48Q: 3 clusters Score -5042278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -5042286.500000 Penalty: 5461.608398
	Iteration 49Q: 3 clusters Score -5042286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -5042282.500000 Penalty: 5461.608398
	Iteration 50Q: 3 clusters Score -5042282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5042278.500000 Penalty: 5461.608398
	Iteration 51Q: 3 clusters Score -5042278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -5042279.500000 Penalty: 5461.608398
	Iteration 52Q: 3 clusters Score -5042280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -5042274.000000 Penalty: 5461.608398
	Iteration 53Q: 3 clusters Score -5042274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -5042283.500000 Penalty: 5461.608398
	Iteration 54Q: 3 clusters Score -5042284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -5042290.000000 Penalty: 5461.608398
	Iteration 55Q: 3 clusters Score -5042290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -5042294.500000 Penalty: 5461.608398
	Iteration 56Q: 3 clusters Score -5042294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -5042294.000000 Penalty: 5461.608398
	Iteration 57Q: 3 clusters Score -5042294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -5042293.000000 Penalty: 5461.608398
	Iteration 58Q: 3 clusters Score -5042293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -5042293.000000 Penalty: 5461.608398
	Iteration 59F: 3 clusters Score -5042293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -227253.125000 Penalty: 1972.161255
	Iteration 0F: 2 clusters Score -227253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -224132.812500 Penalty: 3944.322510
	Iteration 0F: 3 clusters Score -224132.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -224787.265625 Penalty: 3944.322510
	Iteration 1F: 3 clusters Score -224787.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -225028.703125 Penalty: 3944.322510
	Iteration 2F: 3 clusters Score -225028.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -225221.750000 Penalty: 3944.322510
	Iteration 3F: 3 clusters Score -225221.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -225371.203125 Penalty: 3944.322510
	Iteration 4Q: 3 clusters Score -225371.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -225515.718750 Penalty: 3944.322510
	Iteration 5Q: 3 clusters Score -225515.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -225611.593750 Penalty: 3944.322510
	Iteration 6Q: 3 clusters Score -225611.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -225673.937500 Penalty: 3944.322510
	Iteration 7Q: 3 clusters Score -225673.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -225716.625000 Penalty: 3944.322510
	Iteration 8Q: 3 clusters Score -225716.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -225752.359375 Penalty: 3944.322510
	Iteration 9Q: 3 clusters Score -225752.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -225774.937500 Penalty: 3944.322510
	Iteration 10Q: 3 clusters Score -225774.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -225789.765625 Penalty: 3944.322510
	Iteration 11Q: 3 clusters Score -225789.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -225804.875000 Penalty: 3944.322510
	Iteration 12Q: 3 clusters Score -225804.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -225815.734375 Penalty: 3944.322510
	Iteration 13Q: 3 clusters Score -225815.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -225826.171875 Penalty: 3944.322510
	Iteration 14Q: 3 clusters Score -225826.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -225838.000000 Penalty: 3944.322510
	Iteration 15Q: 3 clusters Score -225838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -225853.203125 Penalty: 3944.322510
	Iteration 16Q: 3 clusters Score -225853.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -225873.203125 Penalty: 3944.322510
	Iteration 17Q: 3 clusters Score -225873.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -225885.390625 Penalty: 3944.322510
	Iteration 18Q: 3 clusters Score -225885.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -225897.250000 Penalty: 3944.322510
	Iteration 19Q: 3 clusters Score -225897.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -225909.062500 Penalty: 3944.322510
	Iteration 20F: 3 clusters Score -225909.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -225917.437500 Penalty: 3944.322510
	Iteration 21Q: 3 clusters Score -225917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -225923.781250 Penalty: 3944.322510
	Iteration 22Q: 3 clusters Score -225923.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -225931.421875 Penalty: 3944.322510
	Iteration 23Q: 3 clusters Score -225931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -225936.906250 Penalty: 3944.322510
	Iteration 24Q: 3 clusters Score -225936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -225944.265625 Penalty: 3944.322510
	Iteration 25Q: 3 clusters Score -225944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -225949.078125 Penalty: 3944.322510
	Iteration 26Q: 3 clusters Score -225949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -225951.953125 Penalty: 3944.322510
	Iteration 27Q: 3 clusters Score -225952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -225955.171875 Penalty: 3944.322510
	Iteration 28Q: 3 clusters Score -225955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -225956.171875 Penalty: 3944.322510
	Iteration 29Q: 3 clusters Score -225956.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -225959.078125 Penalty: 3944.322510
	Iteration 30Q: 3 clusters Score -225959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -225959.609375 Penalty: 3944.322510
	Iteration 31Q: 3 clusters Score -225959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -225960.031250 Penalty: 3944.322510
	Iteration 32Q: 3 clusters Score -225960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -225961.812500 Penalty: 3944.322510
	Iteration 33Q: 3 clusters Score -225961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -225963.796875 Penalty: 3944.322510
	Iteration 34Q: 3 clusters Score -225963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -225964.796875 Penalty: 3944.322510
	Iteration 35Q: 3 clusters Score -225964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -225966.765625 Penalty: 3944.322510
	Iteration 36Q: 3 clusters Score -225966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -225968.109375 Penalty: 3944.322510
	Iteration 37Q: 3 clusters Score -225968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -225968.687500 Penalty: 3944.322510
	Iteration 38Q: 3 clusters Score -225968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -225969.203125 Penalty: 3944.322510
	Iteration 39Q: 3 clusters Score -225969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -225969.953125 Penalty: 3944.322510
	Iteration 40F: 3 clusters Score -225970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -225970.031250 Penalty: 3944.322510
	Iteration 41Q: 3 clusters Score -225970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -225971.390625 Penalty: 3944.322510
	Iteration 42Q: 3 clusters Score -225971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -225971.406250 Penalty: 3944.322510
	Iteration 43Q: 3 clusters Score -225971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -225971.406250 Penalty: 3944.322510
	Iteration 44F: 3 clusters Score -225971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Entering Unmasked Estep 
Score: -1799983.375000 Penalty: 2480.017334
	Iteration 0F: 2 clusters Score -1799983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1784497.125000 Penalty: 4960.034668
	Iteration 0F: 3 clusters Score -1784497 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1789889.875000 Penalty: 4960.034668
	Iteration 1F: 3 clusters Score -1789890 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1790472.875000 Penalty: 4960.034668
	Iteration 2F: 3 clusters Score -1790473 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1791049.125000 Penalty: 4960.034668
	Iteration 3F: 3 clusters Score -1791049 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1791684.375000 Penalty: 4960.034668
	Iteration 4F: 3 clusters Score -1791684 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1792334.375000 Penalty: 4960.034668
	Iteration 5F: 3 clusters Score -1792334 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1792937.375000 Penalty: 4960.034668
	Iteration 6Q: 3 clusters Score -1792937 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1793435.000000 Penalty: 4960.034668
	Iteration 7Q: 3 clusters Score -1793435 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1793828.125000 Penalty: 4960.034668
	Iteration 8Q: 3 clusters Score -1793828 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1794202.625000 Penalty: 4960.034668
	Iteration 9Q: 3 clusters Score -1794203 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1794578.625000 Penalty: 4960.034668
	Iteration 10Q: 3 clusters Score -1794579 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1794970.500000 Penalty: 4960.034668
	Iteration 11Q: 3 clusters Score -1794970 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1795316.250000 Penalty: 4960.034668
	Iteration 12Q: 3 clusters Score -1795316 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1795540.125000 Penalty: 4960.034668
	Iteration 13Q: 3 clusters Score -1795540 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1795709.000000 Penalty: 4960.034668
	Iteration 14Q: 3 clusters Score -1795709 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1795802.500000 Penalty: 4960.034668
	Iteration 15Q: 3 clusters Score -1795802 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1795871.625000 Penalty: 4960.034668
	Iteration 16Q: 3 clusters Score -1795872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1795926.750000 Penalty: 4960.034668
	Iteration 17Q: 3 clusters Score -1795927 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1795962.750000 Penalty: 4960.034668
	Iteration 18Q: 3 clusters Score -1795963 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1795994.375000 Penalty: 4960.034668
	Iteration 19Q: 3 clusters Score -1795994 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1796018.625000 Penalty: 4960.034668
	Iteration 20F: 3 clusters Score -1796019 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1796030.125000 Penalty: 4960.034668
	Iteration 21Q: 3 clusters Score -1796030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1796054.625000 Penalty: 4960.034668
	Iteration 22Q: 3 clusters Score -1796055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1796081.375000 Penalty: 4960.034668
	Iteration 23Q: 3 clusters Score -1796081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1796094.875000 Penalty: 4960.034668
	Iteration 24Q: 3 clusters Score -1796095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1796117.125000 Penalty: 4960.034668
	Iteration 25Q: 3 clusters Score -1796117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1796140.250000 Penalty: 4960.034668
	Iteration 26Q: 3 clusters Score -1796140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1796170.750000 Penalty: 4960.034668
	Iteration 27Q: 3 clusters Score -1796171 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1796203.750000 Penalty: 4960.034668
	Iteration 28Q: 3 clusters Score -1796204 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1796226.875000 Penalty: 4960.034668
	Iteration 29Q: 3 clusters Score -1796227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1796256.625000 Penalty: 4960.034668
	Iteration 30Q: 3 clusters Score -1796257 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1796281.875000 Penalty: 4960.034668
	Iteration 31Q: 3 clusters Score -1796282 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1796316.625000 Penalty: 4960.034668
	Iteration 32Q: 3 clusters Score -1796317 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1796349.250000 Penalty: 4960.034668
	Iteration 33Q: 3 clusters Score -1796349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1796374.375000 Penalty: 4960.034668
	Iteration 34Q: 3 clusters Score -1796374 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1796396.625000 Penalty: 4960.034668
	Iteration 35Q: 3 clusters Score -1796397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1796426.375000 Penalty: 4960.034668
	Iteration 36Q: 3 clusters Score -1796426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1796436.875000 Penalty: 4960.034668
	Iteration 37Q: 3 clusters Score -1796437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1796460.625000 Penalty: 4960.034668
	Iteration 38Q: 3 clusters Score -1796461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1796481.500000 Penalty: 4960.034668
	Iteration 39Q: 3 clusters Score -1796482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1796489.875000 Penalty: 4960.034668
	Iteration 40F: 3 clusters Score -1796490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1796518.125000 Penalty: 4960.034668
	Iteration 41Q: 3 clusters Score -1796518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1796527.000000 Penalty: 4960.034668
	Iteration 42Q: 3 clusters Score -1796527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1796540.250000 Penalty: 4960.034668
	Iteration 43Q: 3 clusters Score -1796540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1796550.125000 Penalty: 4960.034668
	Iteration 44Q: 3 clusters Score -1796550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1796565.125000 Penalty: 4960.034668
	Iteration 45Q: 3 clusters Score -1796565 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1796570.000000 Penalty: 4960.034668
	Iteration 46Q: 3 clusters Score -1796570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1796575.500000 Penalty: 4960.034668
	Iteration 47Q: 3 clusters Score -1796576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1796587.375000 Penalty: 4960.034668
	Iteration 48Q: 3 clusters Score -1796587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1796598.875000 Penalty: 4960.034668
	Iteration 49Q: 3 clusters Score -1796599 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1796606.500000 Penalty: 4960.034668
	Iteration 50Q: 3 clusters Score -1796606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1796618.250000 Penalty: 4960.034668
	Iteration 51Q: 3 clusters Score -1796618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1796624.625000 Penalty: 4960.034668
	Iteration 52Q: 3 clusters Score -1796625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1796635.000000 Penalty: 4960.034668
	Iteration 53Q: 3 clusters Score -1796635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1796649.125000 Penalty: 4960.034668
	Iteration 54Q: 3 clusters Score -1796649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1796651.000000 Penalty: 4960.034668
	Iteration 55Q: 3 clusters Score -1796651 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1796659.000000 Penalty: 4960.034668
	Iteration 56Q: 3 clusters Score -1796659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1796664.875000 Penalty: 4960.034668
	Iteration 57Q: 3 clusters Score -1796665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1796677.250000 Penalty: 4960.034668
	Iteration 58Q: 3 clusters Score -1796677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1796682.500000 Penalty: 4960.034668
	Iteration 59Q: 3 clusters Score -1796682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1796693.375000 Penalty: 4960.034668
	Iteration 60F: 3 clusters Score -1796693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1796702.500000 Penalty: 4960.034668
	Iteration 61Q: 3 clusters Score -1796702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1796711.625000 Penalty: 4960.034668
	Iteration 62Q: 3 clusters Score -1796712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1796719.875000 Penalty: 4960.034668
	Iteration 63Q: 3 clusters Score -1796720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1796725.125000 Penalty: 4960.034668
	Iteration 64Q: 3 clusters Score -1796725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1796732.125000 Penalty: 4960.034668
	Iteration 65Q: 3 clusters Score -1796732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1796735.000000 Penalty: 4960.034668
	Iteration 66Q: 3 clusters Score -1796735 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1796757.000000 Penalty: 4960.034668
	Iteration 67Q: 3 clusters Score -1796757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1796757.750000 Penalty: 4960.034668
	Iteration 68Q: 3 clusters Score -1796758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1796763.500000 Penalty: 4960.034668
	Iteration 69Q: 3 clusters Score -1796764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1796769.625000 Penalty: 4960.034668
	Iteration 70Q: 3 clusters Score -1796770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1796771.125000 Penalty: 4960.034668
	Iteration 71Q: 3 clusters Score -1796771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1796781.625000 Penalty: 4960.034668
	Iteration 72Q: 3 clusters Score -1796782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1796781.875000 Penalty: 4960.034668
	Iteration 73Q: 3 clusters Score -1796782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1796784.000000 Penalty: 4960.034668
	Iteration 74Q: 3 clusters Score -1796784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1796784.000000 Penalty: 4960.034668
	Iteration 75Q: 3 clusters Score -1796784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1796785.750000 Penalty: 4960.034668
	Iteration 76Q: 3 clusters Score -1796786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1796792.125000 Penalty: 4960.034668
	Iteration 77Q: 3 clusters Score -1796792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1796790.750000 Penalty: 4960.034668
	Iteration 78Q: 3 clusters Score -1796791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1796790.750000 Penalty: 4960.034668
	Iteration 79Q: 3 clusters Score -1796791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1796795.875000 Penalty: 4960.034668
	Iteration 80F: 3 clusters Score -1796796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1796794.875000 Penalty: 4960.034668
	Iteration 81Q: 3 clusters Score -1796795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1796796.875000 Penalty: 4960.034668
	Iteration 82Q: 3 clusters Score -1796797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1796805.375000 Penalty: 4960.034668
	Iteration 83Q: 3 clusters Score -1796805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1796804.500000 Penalty: 4960.034668
	Iteration 84Q: 3 clusters Score -1796804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1796808.125000 Penalty: 4960.034668
	Iteration 85Q: 3 clusters Score -1796808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1796814.000000 Penalty: 4960.034668
	Iteration 86Q: 3 clusters Score -1796814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1796817.750000 Penalty: 4960.034668
	Iteration 87Q: 3 clusters Score -1796818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1796822.875000 Penalty: 4960.034668
	Iteration 88Q: 3 clusters Score -1796823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1796829.125000 Penalty: 4960.034668
	Iteration 89Q: 3 clusters Score -1796829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1796833.625000 Penalty: 4960.034668
	Iteration 90Q: 3 clusters Score -1796834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1796838.250000 Penalty: 4960.034668
	Iteration 91Q: 3 clusters Score -1796838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1796837.125000 Penalty: 4960.034668
	Iteration 92Q: 3 clusters Score -1796837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1796842.250000 Penalty: 4960.034668
	Iteration 93Q: 3 clusters Score -1796842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1796842.000000 Penalty: 4960.034668
	Iteration 94Q: 3 clusters Score -1796842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1796850.875000 Penalty: 4960.034668
	Iteration 95Q: 3 clusters Score -1796851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1796852.750000 Penalty: 4960.034668
	Iteration 96Q: 3 clusters Score -1796853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1796853.250000 Penalty: 4960.034668
	Iteration 97Q: 3 clusters Score -1796853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1796854.625000 Penalty: 4960.034668
	Iteration 98Q: 3 clusters Score -1796855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1796855.125000 Penalty: 4960.034668
	Iteration 99Q: 3 clusters Score -1796855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1796854.625000 Penalty: 4960.034668
	Iteration 100F: 3 clusters Score -1796855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1796861.500000 Penalty: 4960.034668
	Iteration 101Q: 3 clusters Score -1796862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1796867.500000 Penalty: 4960.034668
	Iteration 102Q: 3 clusters Score -1796868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1796859.375000 Penalty: 4960.034668
	Iteration 103Q: 3 clusters Score -1796859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1796864.125000 Penalty: 4960.034668
	Iteration 104Q: 3 clusters Score -1796864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1796864.125000 Penalty: 4960.034668
	Iteration 105Q: 3 clusters Score -1796864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1796869.250000 Penalty: 4960.034668
	Iteration 106Q: 3 clusters Score -1796869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1796866.750000 Penalty: 4960.034668
	Iteration 107Q: 3 clusters Score -1796867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1796869.000000 Penalty: 4960.034668
	Iteration 108Q: 3 clusters Score -1796869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1796872.375000 Penalty: 4960.034668
	Iteration 109Q: 3 clusters Score -1796872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1796870.750000 Penalty: 4960.034668
	Iteration 110Q: 3 clusters Score -1796871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1796867.125000 Penalty: 4960.034668
	Iteration 111Q: 3 clusters Score -1796867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1796870.625000 Penalty: 4960.034668
	Iteration 112Q: 3 clusters Score -1796871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1796869.250000 Penalty: 4960.034668
	Iteration 113Q: 3 clusters Score -1796869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1796872.625000 Penalty: 4960.034668
	Iteration 114Q: 3 clusters Score -1796873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1796871.500000 Penalty: 4960.034668
	Iteration 115Q: 3 clusters Score -1796872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1796869.000000 Penalty: 4960.034668
	Iteration 116Q: 3 clusters Score -1796869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1796869.750000 Penalty: 4960.034668
	Iteration 117Q: 3 clusters Score -1796870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1796871.625000 Penalty: 4960.034668
	Iteration 118Q: 3 clusters Score -1796872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1796873.000000 Penalty: 4960.034668
	Iteration 119Q: 3 clusters Score -1796873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1796872.000000 Penalty: 4960.034668
	Iteration 120F: 3 clusters Score -1796872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1796868.750000 Penalty: 4960.034668
	Iteration 121Q: 3 clusters Score -1796869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1796871.250000 Penalty: 4960.034668
	Iteration 122Q: 3 clusters Score -1796871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1796871.250000 Penalty: 4960.034668
	Iteration 123F: 3 clusters Score -1796871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -500223.343750 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -500223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -494535.500000 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -494535.5 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -496563.843750 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -496563.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -497257.062500 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -497257.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -497907.562500 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -497907.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -498508.687500 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -498508.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -498916.125000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -498916.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -499188.812500 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -499188.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -499371.781250 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -499371.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -499504.718750 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -499504.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -499597.343750 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -499597.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -499654.812500 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -499654.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -499697.250000 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -499697.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -499721.031250 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -499721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -499739.375000 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -499739.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -499761.500000 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -499761.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -499789.281250 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -499789.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -499817.531250 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -499817.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -499842.687500 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -499842.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -499857.781250 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -499857.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -499866.125000 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -499866.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -499874.281250 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -499874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -499875.062500 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -499875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -499877.656250 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -499877.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -499881.031250 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -499881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -499883.812500 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -499883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -499886.093750 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -499886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -499887.718750 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -499887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -499889.937500 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -499889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -499890.312500 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -499890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -499890.718750 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -499890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -499892.281250 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -499892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -499892.937500 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -499892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -499892.531250 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -499892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -499892.531250 Penalty: 4403.527344
	Iteration 33F: 3 clusters Score -499892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -754594.125000 Penalty: 2258.640381
	Iteration 0F: 2 clusters Score -754594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -747492.187500 Penalty: 4517.280762
	Iteration 0F: 3 clusters Score -747492.2 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -749541.937500 Penalty: 4517.280762
	Iteration 1F: 3 clusters Score -749541.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -749834.562500 Penalty: 4517.280762
	Iteration 2F: 3 clusters Score -749834.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -750077.125000 Penalty: 4517.280762
	Iteration 3F: 3 clusters Score -750077.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -750298.562500 Penalty: 4517.280762
	Iteration 4Q: 3 clusters Score -750298.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -750523.562500 Penalty: 4517.280762
	Iteration 5Q: 3 clusters Score -750523.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -750761.750000 Penalty: 4517.280762
	Iteration 6Q: 3 clusters Score -750761.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -751064.250000 Penalty: 4517.280762
	Iteration 7Q: 3 clusters Score -751064.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -751429.000000 Penalty: 4517.280762
	Iteration 8Q: 3 clusters Score -751429 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -751800.687500 Penalty: 4517.280762
	Iteration 9F: 3 clusters Score -751800.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -752177.875000 Penalty: 4517.280762
	Iteration 10F: 3 clusters Score -752177.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -752476.500000 Penalty: 4517.280762
	Iteration 11Q: 3 clusters Score -752476.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -752720.500000 Penalty: 4517.280762
	Iteration 12Q: 3 clusters Score -752720.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -752908.875000 Penalty: 4517.280762
	Iteration 13Q: 3 clusters Score -752908.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -753024.937500 Penalty: 4517.280762
	Iteration 14Q: 3 clusters Score -753024.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -753101.812500 Penalty: 4517.280762
	Iteration 15Q: 3 clusters Score -753101.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -753170.187500 Penalty: 4517.280762
	Iteration 16Q: 3 clusters Score -753170.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -753228.812500 Penalty: 4517.280762
	Iteration 17Q: 3 clusters Score -753228.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -753281.125000 Penalty: 4517.280762
	Iteration 18Q: 3 clusters Score -753281.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -753336.000000 Penalty: 4517.280762
	Iteration 19Q: 3 clusters Score -753336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -753378.125000 Penalty: 4517.280762
	Iteration 20F: 3 clusters Score -753378.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -753416.125000 Penalty: 4517.280762
	Iteration 21Q: 3 clusters Score -753416.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -753447.062500 Penalty: 4517.280762
	Iteration 22Q: 3 clusters Score -753447.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -753469.812500 Penalty: 4517.280762
	Iteration 23Q: 3 clusters Score -753469.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -753480.937500 Penalty: 4517.280762
	Iteration 24Q: 3 clusters Score -753480.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -753492.437500 Penalty: 4517.280762
	Iteration 25Q: 3 clusters Score -753492.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -753496.812500 Penalty: 4517.280762
	Iteration 26Q: 3 clusters Score -753496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -753504.562500 Penalty: 4517.280762
	Iteration 27Q: 3 clusters Score -753504.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -753510.187500 Penalty: 4517.280762
	Iteration 28Q: 3 clusters Score -753510.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -753519.000000 Penalty: 4517.280762
	Iteration 29Q: 3 clusters Score -753519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -753524.000000 Penalty: 4517.280762
	Iteration 30Q: 3 clusters Score -753524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -753534.187500 Penalty: 4517.280762
	Iteration 31Q: 3 clusters Score -753534.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -753540.312500 Penalty: 4517.280762
	Iteration 32Q: 3 clusters Score -753540.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -753548.750000 Penalty: 4517.280762
	Iteration 33Q: 3 clusters Score -753548.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -753558.625000 Penalty: 4517.280762
	Iteration 34Q: 3 clusters Score -753558.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -753571.562500 Penalty: 4517.280762
	Iteration 35Q: 3 clusters Score -753571.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -753584.125000 Penalty: 4517.280762
	Iteration 36Q: 3 clusters Score -753584.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -753598.437500 Penalty: 4517.280762
	Iteration 37Q: 3 clusters Score -753598.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -753616.062500 Penalty: 4517.280762
	Iteration 38Q: 3 clusters Score -753616.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -753635.437500 Penalty: 4517.280762
	Iteration 39Q: 3 clusters Score -753635.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -753654.687500 Penalty: 4517.280762
	Iteration 40F: 3 clusters Score -753654.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -753670.750000 Penalty: 4517.280762
	Iteration 41Q: 3 clusters Score -753670.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -753681.250000 Penalty: 4517.280762
	Iteration 42Q: 3 clusters Score -753681.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -753693.687500 Penalty: 4517.280762
	Iteration 43Q: 3 clusters Score -753693.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -753705.125000 Penalty: 4517.280762
	Iteration 44Q: 3 clusters Score -753705.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -753718.625000 Penalty: 4517.280762
	Iteration 45Q: 3 clusters Score -753718.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -753734.187500 Penalty: 4517.280762
	Iteration 46Q: 3 clusters Score -753734.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -753740.812500 Penalty: 4517.280762
	Iteration 47Q: 3 clusters Score -753740.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -753750.437500 Penalty: 4517.280762
	Iteration 48Q: 3 clusters Score -753750.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -753758.562500 Penalty: 4517.280762
	Iteration 49Q: 3 clusters Score -753758.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -753766.062500 Penalty: 4517.280762
	Iteration 50Q: 3 clusters Score -753766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -753769.250000 Penalty: 4517.280762
	Iteration 51Q: 3 clusters Score -753769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -753774.500000 Penalty: 4517.280762
	Iteration 52Q: 3 clusters Score -753774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -753773.125000 Penalty: 4517.280762
	Iteration 53Q: 3 clusters Score -753773.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -753779.437500 Penalty: 4517.280762
	Iteration 54Q: 3 clusters Score -753779.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -753779.062500 Penalty: 4517.280762
	Iteration 55Q: 3 clusters Score -753779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -753780.500000 Penalty: 4517.280762
	Iteration 56Q: 3 clusters Score -753780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -753782.437500 Penalty: 4517.280762
	Iteration 57Q: 3 clusters Score -753782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -753782.062500 Penalty: 4517.280762
	Iteration 58Q: 3 clusters Score -753782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -753782.500000 Penalty: 4517.280762
	Iteration 59Q: 3 clusters Score -753782.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -753781.375000 Penalty: 4517.280762
	Iteration 60F: 3 clusters Score -753781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -753783.062500 Penalty: 4517.280762
	Iteration 61Q: 3 clusters Score -753783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -753782.812500 Penalty: 4517.280762
	Iteration 62Q: 3 clusters Score -753782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -753784.875000 Penalty: 4517.280762
	Iteration 63Q: 3 clusters Score -753784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -753784.125000 Penalty: 4517.280762
	Iteration 64Q: 3 clusters Score -753784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -753783.187500 Penalty: 4517.280762
	Iteration 65Q: 3 clusters Score -753783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -753784.000000 Penalty: 4517.280762
	Iteration 66Q: 3 clusters Score -753784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -753786.625000 Penalty: 4517.280762
	Iteration 67Q: 3 clusters Score -753786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -753786.312500 Penalty: 4517.280762
	Iteration 68Q: 3 clusters Score -753786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -753786.125000 Penalty: 4517.280762
	Iteration 69Q: 3 clusters Score -753786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -753786.875000 Penalty: 4517.280762
	Iteration 70Q: 3 clusters Score -753786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -753786.937500 Penalty: 4517.280762
	Iteration 71Q: 3 clusters Score -753786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -753786.687500 Penalty: 4517.280762
	Iteration 72Q: 3 clusters Score -753786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -753790.125000 Penalty: 4517.280762
	Iteration 73Q: 3 clusters Score -753790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -753791.000000 Penalty: 4517.280762
	Iteration 74Q: 3 clusters Score -753791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -753793.562500 Penalty: 4517.280762
	Iteration 75Q: 3 clusters Score -753793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -753793.375000 Penalty: 4517.280762
	Iteration 76Q: 3 clusters Score -753793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -753793.375000 Penalty: 4517.280762
	Iteration 77Q: 3 clusters Score -753793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -753793.375000 Penalty: 4517.280762
	Iteration 78F: 3 clusters Score -753793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Entering Unmasked Estep 
Score: -162596.500000 Penalty: 1889.934814
	Iteration 0F: 2 clusters Score -162596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -159976.296875 Penalty: 3779.869629
	Iteration 0F: 3 clusters Score -159976.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -160474.656250 Penalty: 3779.869629
	Iteration 1F: 3 clusters Score -160474.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -160584.281250 Penalty: 3779.869629
	Iteration 2F: 3 clusters Score -160584.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160647.828125 Penalty: 3779.869629
	Iteration 3Q: 3 clusters Score -160647.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160699.046875 Penalty: 3779.869629
	Iteration 4Q: 3 clusters Score -160699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -160733.703125 Penalty: 3779.869629
	Iteration 5Q: 3 clusters Score -160733.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -160775.671875 Penalty: 3779.869629
	Iteration 6Q: 3 clusters Score -160775.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -160822.671875 Penalty: 3779.869629
	Iteration 7Q: 3 clusters Score -160822.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -160872.250000 Penalty: 3779.869629
	Iteration 8Q: 3 clusters Score -160872.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160917.375000 Penalty: 3779.869629
	Iteration 9Q: 3 clusters Score -160917.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160972.500000 Penalty: 3779.869629
	Iteration 10Q: 3 clusters Score -160972.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161028.406250 Penalty: 3779.869629
	Iteration 11Q: 3 clusters Score -161028.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161073.859375 Penalty: 3779.869629
	Iteration 12Q: 3 clusters Score -161073.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161112.296875 Penalty: 3779.869629
	Iteration 13Q: 3 clusters Score -161112.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161166.281250 Penalty: 3779.869629
	Iteration 14Q: 3 clusters Score -161166.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -161208.812500 Penalty: 3779.869629
	Iteration 15Q: 3 clusters Score -161208.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161249.015625 Penalty: 3779.869629
	Iteration 16Q: 3 clusters Score -161249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -161275.218750 Penalty: 3779.869629
	Iteration 17Q: 3 clusters Score -161275.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161290.859375 Penalty: 3779.869629
	Iteration 18Q: 3 clusters Score -161290.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161307.625000 Penalty: 3779.869629
	Iteration 19Q: 3 clusters Score -161307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161319.078125 Penalty: 3779.869629
	Iteration 20F: 3 clusters Score -161319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161324.750000 Penalty: 3779.869629
	Iteration 21Q: 3 clusters Score -161324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161333.203125 Penalty: 3779.869629
	Iteration 22Q: 3 clusters Score -161333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161339.250000 Penalty: 3779.869629
	Iteration 23Q: 3 clusters Score -161339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161346.000000 Penalty: 3779.869629
	Iteration 24Q: 3 clusters Score -161346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161351.906250 Penalty: 3779.869629
	Iteration 25Q: 3 clusters Score -161351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161355.406250 Penalty: 3779.869629
	Iteration 26Q: 3 clusters Score -161355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -161357.968750 Penalty: 3779.869629
	Iteration 27Q: 3 clusters Score -161358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -161359.828125 Penalty: 3779.869629
	Iteration 28Q: 3 clusters Score -161359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -161359.828125 Penalty: 3779.869629
	Iteration 29F: 3 clusters Score -161359.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Entering Unmasked Estep 
Score: -835806.437500 Penalty: 2321.356934
	Iteration 0F: 2 clusters Score -835806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -827129.187500 Penalty: 4642.713867
	Iteration 0F: 3 clusters Score -827129.2 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -830251.312500 Penalty: 4642.713867
	Iteration 1F: 3 clusters Score -830251.3 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -830981.375000 Penalty: 4642.713867
	Iteration 2F: 3 clusters Score -830981.4 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -831631.000000 Penalty: 4642.713867
	Iteration 3F: 3 clusters Score -831631 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -832226.312500 Penalty: 4642.713867
	Iteration 4F: 3 clusters Score -832226.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -832730.187500 Penalty: 4642.713867
	Iteration 5F: 3 clusters Score -832730.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -833114.375000 Penalty: 4642.713867
	Iteration 6Q: 3 clusters Score -833114.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -833402.187500 Penalty: 4642.713867
	Iteration 7Q: 3 clusters Score -833402.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -833599.437500 Penalty: 4642.713867
	Iteration 8Q: 3 clusters Score -833599.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -833747.875000 Penalty: 4642.713867
	Iteration 9Q: 3 clusters Score -833747.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -833848.375000 Penalty: 4642.713867
	Iteration 10Q: 3 clusters Score -833848.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -833911.437500 Penalty: 4642.713867
	Iteration 11Q: 3 clusters Score -833911.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -833946.062500 Penalty: 4642.713867
	Iteration 12Q: 3 clusters Score -833946.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -833972.875000 Penalty: 4642.713867
	Iteration 13Q: 3 clusters Score -833972.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -833990.062500 Penalty: 4642.713867
	Iteration 14Q: 3 clusters Score -833990.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -834007.625000 Penalty: 4642.713867
	Iteration 15Q: 3 clusters Score -834007.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -834016.500000 Penalty: 4642.713867
	Iteration 16Q: 3 clusters Score -834016.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -834021.312500 Penalty: 4642.713867
	Iteration 17Q: 3 clusters Score -834021.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -834027.625000 Penalty: 4642.713867
	Iteration 18Q: 3 clusters Score -834027.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -834036.125000 Penalty: 4642.713867
	Iteration 19Q: 3 clusters Score -834036.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -834044.687500 Penalty: 4642.713867
	Iteration 20F: 3 clusters Score -834044.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -834052.062500 Penalty: 4642.713867
	Iteration 21Q: 3 clusters Score -834052.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -834060.312500 Penalty: 4642.713867
	Iteration 22Q: 3 clusters Score -834060.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -834064.937500 Penalty: 4642.713867
	Iteration 23Q: 3 clusters Score -834064.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -834069.062500 Penalty: 4642.713867
	Iteration 24Q: 3 clusters Score -834069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -834072.562500 Penalty: 4642.713867
	Iteration 25Q: 3 clusters Score -834072.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -834073.375000 Penalty: 4642.713867
	Iteration 26Q: 3 clusters Score -834073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -834074.750000 Penalty: 4642.713867
	Iteration 27Q: 3 clusters Score -834074.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -834080.937500 Penalty: 4642.713867
	Iteration 28Q: 3 clusters Score -834080.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -834086.625000 Penalty: 4642.713867
	Iteration 29Q: 3 clusters Score -834086.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -834092.875000 Penalty: 4642.713867
	Iteration 30Q: 3 clusters Score -834092.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -834096.125000 Penalty: 4642.713867
	Iteration 31Q: 3 clusters Score -834096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -834102.875000 Penalty: 4642.713867
	Iteration 32Q: 3 clusters Score -834102.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -834111.000000 Penalty: 4642.713867
	Iteration 33Q: 3 clusters Score -834111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -834116.687500 Penalty: 4642.713867
	Iteration 34Q: 3 clusters Score -834116.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -834123.625000 Penalty: 4642.713867
	Iteration 35Q: 3 clusters Score -834123.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -834129.625000 Penalty: 4642.713867
	Iteration 36Q: 3 clusters Score -834129.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -834135.625000 Penalty: 4642.713867
	Iteration 37Q: 3 clusters Score -834135.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -834140.875000 Penalty: 4642.713867
	Iteration 38Q: 3 clusters Score -834140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -834146.625000 Penalty: 4642.713867
	Iteration 39Q: 3 clusters Score -834146.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -834156.875000 Penalty: 4642.713867
	Iteration 40F: 3 clusters Score -834156.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -834166.437500 Penalty: 4642.713867
	Iteration 41Q: 3 clusters Score -834166.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -834170.750000 Penalty: 4642.713867
	Iteration 42Q: 3 clusters Score -834170.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -834181.875000 Penalty: 4642.713867
	Iteration 43Q: 3 clusters Score -834181.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -834190.187500 Penalty: 4642.713867
	Iteration 44Q: 3 clusters Score -834190.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -834195.625000 Penalty: 4642.713867
	Iteration 45Q: 3 clusters Score -834195.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -834199.937500 Penalty: 4642.713867
	Iteration 46Q: 3 clusters Score -834199.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -834201.625000 Penalty: 4642.713867
	Iteration 47Q: 3 clusters Score -834201.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -834204.187500 Penalty: 4642.713867
	Iteration 48Q: 3 clusters Score -834204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -834206.062500 Penalty: 4642.713867
	Iteration 49Q: 3 clusters Score -834206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -834211.875000 Penalty: 4642.713867
	Iteration 50Q: 3 clusters Score -834211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -834212.562500 Penalty: 4642.713867
	Iteration 51Q: 3 clusters Score -834212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -834213.875000 Penalty: 4642.713867
	Iteration 52Q: 3 clusters Score -834213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -834214.625000 Penalty: 4642.713867
	Iteration 53Q: 3 clusters Score -834214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -834215.500000 Penalty: 4642.713867
	Iteration 54Q: 3 clusters Score -834215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -834215.250000 Penalty: 4642.713867
	Iteration 55Q: 3 clusters Score -834215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -834216.000000 Penalty: 4642.713867
	Iteration 56Q: 3 clusters Score -834216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -834217.500000 Penalty: 4642.713867
	Iteration 57Q: 3 clusters Score -834217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -834217.562500 Penalty: 4642.713867
	Iteration 58Q: 3 clusters Score -834217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -834218.625000 Penalty: 4642.713867
	Iteration 59Q: 3 clusters Score -834218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -834219.500000 Penalty: 4642.713867
	Iteration 60F: 3 clusters Score -834219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -834220.937500 Penalty: 4642.713867
	Iteration 61Q: 3 clusters Score -834220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -834224.875000 Penalty: 4642.713867
	Iteration 62Q: 3 clusters Score -834224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -834223.062500 Penalty: 4642.713867
	Iteration 63Q: 3 clusters Score -834223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -834225.000000 Penalty: 4642.713867
	Iteration 64Q: 3 clusters Score -834225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -834227.937500 Penalty: 4642.713867
	Iteration 65Q: 3 clusters Score -834227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -834227.812500 Penalty: 4642.713867
	Iteration 66Q: 3 clusters Score -834227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -834231.500000 Penalty: 4642.713867
	Iteration 67Q: 3 clusters Score -834231.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -834231.125000 Penalty: 4642.713867
	Iteration 68Q: 3 clusters Score -834231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -834230.625000 Penalty: 4642.713867
	Iteration 69Q: 3 clusters Score -834230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -834231.375000 Penalty: 4642.713867
	Iteration 70Q: 3 clusters Score -834231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -834231.062500 Penalty: 4642.713867
	Iteration 71Q: 3 clusters Score -834231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -834231.812500 Penalty: 4642.713867
	Iteration 72Q: 3 clusters Score -834231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -834233.250000 Penalty: 4642.713867
	Iteration 73Q: 3 clusters Score -834233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -834232.750000 Penalty: 4642.713867
	Iteration 74Q: 3 clusters Score -834232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -834233.312500 Penalty: 4642.713867
	Iteration 75Q: 3 clusters Score -834233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -834233.250000 Penalty: 4642.713867
	Iteration 76Q: 3 clusters Score -834233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -834234.562500 Penalty: 4642.713867
	Iteration 77Q: 3 clusters Score -834234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -834234.125000 Penalty: 4642.713867
	Iteration 78Q: 3 clusters Score -834234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -834234.125000 Penalty: 4642.713867
	Iteration 79Q: 3 clusters Score -834234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -834232.500000 Penalty: 4642.713867
	Iteration 80F: 3 clusters Score -834232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -834236.937500 Penalty: 4642.713867
	Iteration 81Q: 3 clusters Score -834236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -834239.375000 Penalty: 4642.713867
	Iteration 82Q: 3 clusters Score -834239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -834239.875000 Penalty: 4642.713867
	Iteration 83Q: 3 clusters Score -834239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -834241.000000 Penalty: 4642.713867
	Iteration 84Q: 3 clusters Score -834241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -834240.250000 Penalty: 4642.713867
	Iteration 85Q: 3 clusters Score -834240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -834239.687500 Penalty: 4642.713867
	Iteration 86Q: 3 clusters Score -834239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -834241.312500 Penalty: 4642.713867
	Iteration 87Q: 3 clusters Score -834241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -834241.000000 Penalty: 4642.713867
	Iteration 88Q: 3 clusters Score -834241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -834241.937500 Penalty: 4642.713867
	Iteration 89Q: 3 clusters Score -834241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -834241.937500 Penalty: 4642.713867
	Iteration 90F: 3 clusters Score -834241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -851404.687500 Penalty: 2293.676514
	Iteration 0F: 2 clusters Score -851404.7 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 5138 members 
Entering Unmasked Estep 
Score: -843555.875000 Penalty: 4587.353027
	Iteration 0F: 3 clusters Score -843555.9 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -845809.750000 Penalty: 4587.353027
	Iteration 1F: 3 clusters Score -845809.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -846102.375000 Penalty: 4587.353027
	Iteration 2F: 3 clusters Score -846102.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -846309.000000 Penalty: 4587.353027
	Iteration 3Q: 3 clusters Score -846309 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -846481.625000 Penalty: 4587.353027
	Iteration 4Q: 3 clusters Score -846481.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -846633.500000 Penalty: 4587.353027
	Iteration 5Q: 3 clusters Score -846633.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -846803.125000 Penalty: 4587.353027
	Iteration 6Q: 3 clusters Score -846803.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -846951.250000 Penalty: 4587.353027
	Iteration 7Q: 3 clusters Score -846951.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -847129.375000 Penalty: 4587.353027
	Iteration 8Q: 3 clusters Score -847129.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -847339.625000 Penalty: 4587.353027
	Iteration 9Q: 3 clusters Score -847339.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -847556.437500 Penalty: 4587.353027
	Iteration 10Q: 3 clusters Score -847556.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -847781.125000 Penalty: 4587.353027
	Iteration 11Q: 3 clusters Score -847781.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -848065.062500 Penalty: 4587.353027
	Iteration 12Q: 3 clusters Score -848065.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -848380.437500 Penalty: 4587.353027
	Iteration 13Q: 3 clusters Score -848380.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -848705.687500 Penalty: 4587.353027
	Iteration 14Q: 3 clusters Score -848705.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -848961.437500 Penalty: 4587.353027
	Iteration 15Q: 3 clusters Score -848961.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -849130.125000 Penalty: 4587.353027
	Iteration 16Q: 3 clusters Score -849130.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -849227.812500 Penalty: 4587.353027
	Iteration 17Q: 3 clusters Score -849227.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -849293.562500 Penalty: 4587.353027
	Iteration 18Q: 3 clusters Score -849293.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -849329.000000 Penalty: 4587.353027
	Iteration 19Q: 3 clusters Score -849329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -849358.750000 Penalty: 4587.353027
	Iteration 20F: 3 clusters Score -849358.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -849385.312500 Penalty: 4587.353027
	Iteration 21Q: 3 clusters Score -849385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -849397.812500 Penalty: 4587.353027
	Iteration 22Q: 3 clusters Score -849397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -849407.875000 Penalty: 4587.353027
	Iteration 23Q: 3 clusters Score -849407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -849412.875000 Penalty: 4587.353027
	Iteration 24Q: 3 clusters Score -849412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -849419.937500 Penalty: 4587.353027
	Iteration 25Q: 3 clusters Score -849419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -849422.625000 Penalty: 4587.353027
	Iteration 26Q: 3 clusters Score -849422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -849427.437500 Penalty: 4587.353027
	Iteration 27Q: 3 clusters Score -849427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -849432.437500 Penalty: 4587.353027
	Iteration 28Q: 3 clusters Score -849432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -849434.187500 Penalty: 4587.353027
	Iteration 29Q: 3 clusters Score -849434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -849438.187500 Penalty: 4587.353027
	Iteration 30Q: 3 clusters Score -849438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -849439.937500 Penalty: 4587.353027
	Iteration 31Q: 3 clusters Score -849439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -849441.937500 Penalty: 4587.353027
	Iteration 32Q: 3 clusters Score -849441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -849441.937500 Penalty: 4587.353027
	Iteration 33F: 3 clusters Score -849441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -361238.906250 Penalty: 2088.547607
	Iteration 0F: 2 clusters Score -361238.9 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 2290 members 
Entering Unmasked Estep 
Score: -356976.781250 Penalty: 4177.095215
	Iteration 0F: 3 clusters Score -356976.8 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -358038.500000 Penalty: 4177.095215
	Iteration 1F: 3 clusters Score -358038.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -358298.625000 Penalty: 4177.095215
	Iteration 2F: 3 clusters Score -358298.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -358475.281250 Penalty: 4177.095215
	Iteration 3F: 3 clusters Score -358475.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -358617.156250 Penalty: 4177.095215
	Iteration 4Q: 3 clusters Score -358617.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -358741.000000 Penalty: 4177.095215
	Iteration 5Q: 3 clusters Score -358741 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -358860.875000 Penalty: 4177.095215
	Iteration 6Q: 3 clusters Score -358860.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -358975.906250 Penalty: 4177.095215
	Iteration 7Q: 3 clusters Score -358975.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -359077.531250 Penalty: 4177.095215
	Iteration 8Q: 3 clusters Score -359077.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -359170.031250 Penalty: 4177.095215
	Iteration 9Q: 3 clusters Score -359170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -359257.750000 Penalty: 4177.095215
	Iteration 10Q: 3 clusters Score -359257.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -359373.687500 Penalty: 4177.095215
	Iteration 11Q: 3 clusters Score -359373.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -359524.406250 Penalty: 4177.095215
	Iteration 12Q: 3 clusters Score -359524.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -359724.031250 Penalty: 4177.095215
	Iteration 13Q: 3 clusters Score -359724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -359977.625000 Penalty: 4177.095215
	Iteration 14Q: 3 clusters Score -359977.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -360223.281250 Penalty: 4177.095215
	Iteration 15Q: 3 clusters Score -360223.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360454.531250 Penalty: 4177.095215
	Iteration 16Q: 3 clusters Score -360454.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -360568.687500 Penalty: 4177.095215
	Iteration 17Q: 3 clusters Score -360568.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -360623.312500 Penalty: 4177.095215
	Iteration 18Q: 3 clusters Score -360623.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -360647.218750 Penalty: 4177.095215
	Iteration 19Q: 3 clusters Score -360647.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -360658.906250 Penalty: 4177.095215
	Iteration 20F: 3 clusters Score -360658.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -360664.656250 Penalty: 4177.095215
	Iteration 21Q: 3 clusters Score -360664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -360668.000000 Penalty: 4177.095215
	Iteration 22Q: 3 clusters Score -360668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -360672.437500 Penalty: 4177.095215
	Iteration 23Q: 3 clusters Score -360672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -360676.687500 Penalty: 4177.095215
	Iteration 24Q: 3 clusters Score -360676.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -360680.843750 Penalty: 4177.095215
	Iteration 25Q: 3 clusters Score -360680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -360684.625000 Penalty: 4177.095215
	Iteration 26Q: 3 clusters Score -360684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -360688.437500 Penalty: 4177.095215
	Iteration 27Q: 3 clusters Score -360688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -360693.437500 Penalty: 4177.095215
	Iteration 28Q: 3 clusters Score -360693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -360697.906250 Penalty: 4177.095215
	Iteration 29Q: 3 clusters Score -360697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -360703.187500 Penalty: 4177.095215
	Iteration 30Q: 3 clusters Score -360703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -360704.343750 Penalty: 4177.095215
	Iteration 31Q: 3 clusters Score -360704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -360705.843750 Penalty: 4177.095215
	Iteration 32Q: 3 clusters Score -360705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -360706.781250 Penalty: 4177.095215
	Iteration 33Q: 3 clusters Score -360706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -360707.406250 Penalty: 4177.095215
	Iteration 34Q: 3 clusters Score -360707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -360707.406250 Penalty: 4177.095215
	Iteration 35F: 3 clusters Score -360707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -200842.531250 Penalty: 1999.405151
	Iteration 0F: 2 clusters Score -200842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -197564.484375 Penalty: 3998.810303
	Iteration 0F: 3 clusters Score -197564.5 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -198570.546875 Penalty: 3998.810303
	Iteration 1F: 3 clusters Score -198570.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -199027.484375 Penalty: 3998.810303
	Iteration 2F: 3 clusters Score -199027.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -199393.968750 Penalty: 3998.810303
	Iteration 3F: 3 clusters Score -199394 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -199626.937500 Penalty: 3998.810303
	Iteration 4F: 3 clusters Score -199626.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -199788.625000 Penalty: 3998.810303
	Iteration 5Q: 3 clusters Score -199788.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -199925.250000 Penalty: 3998.810303
	Iteration 6Q: 3 clusters Score -199925.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -200018.156250 Penalty: 3998.810303
	Iteration 7Q: 3 clusters Score -200018.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -200083.000000 Penalty: 3998.810303
	Iteration 8Q: 3 clusters Score -200083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -200133.000000 Penalty: 3998.810303
	Iteration 9Q: 3 clusters Score -200133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -200169.750000 Penalty: 3998.810303
	Iteration 10Q: 3 clusters Score -200169.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -200209.765625 Penalty: 3998.810303
	Iteration 11Q: 3 clusters Score -200209.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -200235.312500 Penalty: 3998.810303
	Iteration 12Q: 3 clusters Score -200235.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -200259.234375 Penalty: 3998.810303
	Iteration 13Q: 3 clusters Score -200259.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -200289.156250 Penalty: 3998.810303
	Iteration 14Q: 3 clusters Score -200289.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -200314.765625 Penalty: 3998.810303
	Iteration 15Q: 3 clusters Score -200314.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -200337.718750 Penalty: 3998.810303
	Iteration 16Q: 3 clusters Score -200337.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -200361.296875 Penalty: 3998.810303
	Iteration 17Q: 3 clusters Score -200361.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -200388.468750 Penalty: 3998.810303
	Iteration 18Q: 3 clusters Score -200388.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -200399.609375 Penalty: 3998.810303
	Iteration 19Q: 3 clusters Score -200399.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -200407.625000 Penalty: 3998.810303
	Iteration 20F: 3 clusters Score -200407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -200411.890625 Penalty: 3998.810303
	Iteration 21Q: 3 clusters Score -200411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -200416.734375 Penalty: 3998.810303
	Iteration 22Q: 3 clusters Score -200416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -200419.171875 Penalty: 3998.810303
	Iteration 23Q: 3 clusters Score -200419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -200419.843750 Penalty: 3998.810303
	Iteration 24Q: 3 clusters Score -200419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -200420.796875 Penalty: 3998.810303
	Iteration 25Q: 3 clusters Score -200420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -200420.796875 Penalty: 3998.810303
	Iteration 26F: 3 clusters Score -200420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -691991.000000 Penalty: 2235.190186
	Iteration 0F: 2 clusters Score -691991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -685456.625000 Penalty: 4470.380371
	Iteration 0F: 3 clusters Score -685456.6 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -687219.750000 Penalty: 4470.380371
	Iteration 1F: 3 clusters Score -687219.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -687484.375000 Penalty: 4470.380371
	Iteration 2F: 3 clusters Score -687484.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -687708.125000 Penalty: 4470.380371
	Iteration 3F: 3 clusters Score -687708.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -687892.312500 Penalty: 4470.380371
	Iteration 4Q: 3 clusters Score -687892.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -688087.000000 Penalty: 4470.380371
	Iteration 5Q: 3 clusters Score -688087 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -688310.937500 Penalty: 4470.380371
	Iteration 6Q: 3 clusters Score -688310.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -688551.812500 Penalty: 4470.380371
	Iteration 7Q: 3 clusters Score -688551.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -688820.375000 Penalty: 4470.380371
	Iteration 8Q: 3 clusters Score -688820.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -689075.375000 Penalty: 4470.380371
	Iteration 9Q: 3 clusters Score -689075.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -689282.000000 Penalty: 4470.380371
	Iteration 10Q: 3 clusters Score -689282 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -689451.187500 Penalty: 4470.380371
	Iteration 11Q: 3 clusters Score -689451.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -689578.500000 Penalty: 4470.380371
	Iteration 12Q: 3 clusters Score -689578.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -689669.187500 Penalty: 4470.380371
	Iteration 13Q: 3 clusters Score -689669.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -689738.000000 Penalty: 4470.380371
	Iteration 14Q: 3 clusters Score -689738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -689780.625000 Penalty: 4470.380371
	Iteration 15Q: 3 clusters Score -689780.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -689824.375000 Penalty: 4470.380371
	Iteration 16Q: 3 clusters Score -689824.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -689861.000000 Penalty: 4470.380371
	Iteration 17Q: 3 clusters Score -689861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -689890.937500 Penalty: 4470.380371
	Iteration 18Q: 3 clusters Score -689890.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -689916.562500 Penalty: 4470.380371
	Iteration 19Q: 3 clusters Score -689916.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -689930.375000 Penalty: 4470.380371
	Iteration 20F: 3 clusters Score -689930.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -689940.625000 Penalty: 4470.380371
	Iteration 21Q: 3 clusters Score -689940.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -689954.187500 Penalty: 4470.380371
	Iteration 22Q: 3 clusters Score -689954.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -689964.750000 Penalty: 4470.380371
	Iteration 23Q: 3 clusters Score -689964.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -689971.375000 Penalty: 4470.380371
	Iteration 24Q: 3 clusters Score -689971.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -689981.812500 Penalty: 4470.380371
	Iteration 25Q: 3 clusters Score -689981.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -689988.437500 Penalty: 4470.380371
	Iteration 26Q: 3 clusters Score -689988.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -689995.125000 Penalty: 4470.380371
	Iteration 27Q: 3 clusters Score -689995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -690004.937500 Penalty: 4470.380371
	Iteration 28Q: 3 clusters Score -690004.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -690007.500000 Penalty: 4470.380371
	Iteration 29Q: 3 clusters Score -690007.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -690009.937500 Penalty: 4470.380371
	Iteration 30Q: 3 clusters Score -690009.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -690015.812500 Penalty: 4470.380371
	Iteration 31Q: 3 clusters Score -690015.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -690022.625000 Penalty: 4470.380371
	Iteration 32Q: 3 clusters Score -690022.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -690030.187500 Penalty: 4470.380371
	Iteration 33Q: 3 clusters Score -690030.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -690033.500000 Penalty: 4470.380371
	Iteration 34Q: 3 clusters Score -690033.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -690037.687500 Penalty: 4470.380371
	Iteration 35Q: 3 clusters Score -690037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -690043.187500 Penalty: 4470.380371
	Iteration 36Q: 3 clusters Score -690043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -690049.062500 Penalty: 4470.380371
	Iteration 37Q: 3 clusters Score -690049.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -690055.375000 Penalty: 4470.380371
	Iteration 38Q: 3 clusters Score -690055.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -690061.125000 Penalty: 4470.380371
	Iteration 39Q: 3 clusters Score -690061.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -690064.687500 Penalty: 4470.380371
	Iteration 40F: 3 clusters Score -690064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -690068.562500 Penalty: 4470.380371
	Iteration 41Q: 3 clusters Score -690068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -690072.062500 Penalty: 4470.380371
	Iteration 42Q: 3 clusters Score -690072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -690076.000000 Penalty: 4470.380371
	Iteration 43Q: 3 clusters Score -690076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -690077.875000 Penalty: 4470.380371
	Iteration 44Q: 3 clusters Score -690077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -690079.937500 Penalty: 4470.380371
	Iteration 45Q: 3 clusters Score -690079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -690080.187500 Penalty: 4470.380371
	Iteration 46Q: 3 clusters Score -690080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -690081.562500 Penalty: 4470.380371
	Iteration 47Q: 3 clusters Score -690081.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -690084.125000 Penalty: 4470.380371
	Iteration 48Q: 3 clusters Score -690084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -690086.937500 Penalty: 4470.380371
	Iteration 49Q: 3 clusters Score -690086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -690089.500000 Penalty: 4470.380371
	Iteration 50Q: 3 clusters Score -690089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -690091.562500 Penalty: 4470.380371
	Iteration 51Q: 3 clusters Score -690091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -690092.500000 Penalty: 4470.380371
	Iteration 52Q: 3 clusters Score -690092.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -690096.875000 Penalty: 4470.380371
	Iteration 53Q: 3 clusters Score -690096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -690097.000000 Penalty: 4470.380371
	Iteration 54Q: 3 clusters Score -690097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -690100.312500 Penalty: 4470.380371
	Iteration 55Q: 3 clusters Score -690100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -690101.375000 Penalty: 4470.380371
	Iteration 56Q: 3 clusters Score -690101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -690102.375000 Penalty: 4470.380371
	Iteration 57Q: 3 clusters Score -690102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -690101.687500 Penalty: 4470.380371
	Iteration 58Q: 3 clusters Score -690101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -690101.687500 Penalty: 4470.380371
	Iteration 59F: 3 clusters Score -690101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Entering Unmasked Estep 
Score: -1007955.312500 Penalty: 2339.186523
	Iteration 0F: 2 clusters Score -1007955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -998785.375000 Penalty: 4678.373047
	Iteration 0F: 3 clusters Score -998785.4 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1001845.312500 Penalty: 4678.373047
	Iteration 1F: 3 clusters Score -1001845 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1002309.875000 Penalty: 4678.373047
	Iteration 2F: 3 clusters Score -1002310 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1002612.062500 Penalty: 4678.373047
	Iteration 3F: 3 clusters Score -1002612 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1002849.312500 Penalty: 4678.373047
	Iteration 4Q: 3 clusters Score -1002849 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1003108.187500 Penalty: 4678.373047
	Iteration 5Q: 3 clusters Score -1003108 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1003393.937500 Penalty: 4678.373047
	Iteration 6Q: 3 clusters Score -1003394 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1003695.750000 Penalty: 4678.373047
	Iteration 7Q: 3 clusters Score -1003696 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1003986.687500 Penalty: 4678.373047
	Iteration 8Q: 3 clusters Score -1003987 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1004268.625000 Penalty: 4678.373047
	Iteration 9Q: 3 clusters Score -1004269 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1004498.250000 Penalty: 4678.373047
	Iteration 10Q: 3 clusters Score -1004498 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1004669.000000 Penalty: 4678.373047
	Iteration 11Q: 3 clusters Score -1004669 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1004820.625000 Penalty: 4678.373047
	Iteration 12Q: 3 clusters Score -1004821 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1004951.562500 Penalty: 4678.373047
	Iteration 13Q: 3 clusters Score -1004952 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1005058.250000 Penalty: 4678.373047
	Iteration 14Q: 3 clusters Score -1005058 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1005132.812500 Penalty: 4678.373047
	Iteration 15Q: 3 clusters Score -1005133 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1005205.000000 Penalty: 4678.373047
	Iteration 16Q: 3 clusters Score -1005205 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1005271.562500 Penalty: 4678.373047
	Iteration 17Q: 3 clusters Score -1005272 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1005332.437500 Penalty: 4678.373047
	Iteration 18Q: 3 clusters Score -1005332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1005393.062500 Penalty: 4678.373047
	Iteration 19Q: 3 clusters Score -1005393 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1005441.500000 Penalty: 4678.373047
	Iteration 20F: 3 clusters Score -1005442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1005493.187500 Penalty: 4678.373047
	Iteration 21Q: 3 clusters Score -1005493 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1005547.937500 Penalty: 4678.373047
	Iteration 22Q: 3 clusters Score -1005548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1005599.687500 Penalty: 4678.373047
	Iteration 23Q: 3 clusters Score -1005600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1005634.687500 Penalty: 4678.373047
	Iteration 24Q: 3 clusters Score -1005635 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1005680.250000 Penalty: 4678.373047
	Iteration 25Q: 3 clusters Score -1005680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1005727.500000 Penalty: 4678.373047
	Iteration 26Q: 3 clusters Score -1005728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1005780.875000 Penalty: 4678.373047
	Iteration 27Q: 3 clusters Score -1005781 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1005830.062500 Penalty: 4678.373047
	Iteration 28Q: 3 clusters Score -1005830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1005882.750000 Penalty: 4678.373047
	Iteration 29Q: 3 clusters Score -1005883 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1005938.375000 Penalty: 4678.373047
	Iteration 30Q: 3 clusters Score -1005938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1005998.187500 Penalty: 4678.373047
	Iteration 31Q: 3 clusters Score -1005998 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1006064.437500 Penalty: 4678.373047
	Iteration 32Q: 3 clusters Score -1006064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1006124.687500 Penalty: 4678.373047
	Iteration 33Q: 3 clusters Score -1006125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1006187.875000 Penalty: 4678.373047
	Iteration 34Q: 3 clusters Score -1006188 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1006239.937500 Penalty: 4678.373047
	Iteration 35Q: 3 clusters Score -1006240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1006290.437500 Penalty: 4678.373047
	Iteration 36Q: 3 clusters Score -1006290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1006339.937500 Penalty: 4678.373047
	Iteration 37Q: 3 clusters Score -1006340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1006379.812500 Penalty: 4678.373047
	Iteration 38Q: 3 clusters Score -1006380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1006408.625000 Penalty: 4678.373047
	Iteration 39Q: 3 clusters Score -1006409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1006423.562500 Penalty: 4678.373047
	Iteration 40F: 3 clusters Score -1006424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1006434.937500 Penalty: 4678.373047
	Iteration 41Q: 3 clusters Score -1006435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1006441.562500 Penalty: 4678.373047
	Iteration 42Q: 3 clusters Score -1006442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1006449.062500 Penalty: 4678.373047
	Iteration 43Q: 3 clusters Score -1006449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1006459.375000 Penalty: 4678.373047
	Iteration 44Q: 3 clusters Score -1006459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1006464.687500 Penalty: 4678.373047
	Iteration 45Q: 3 clusters Score -1006465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1006470.500000 Penalty: 4678.373047
	Iteration 46Q: 3 clusters Score -1006470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1006472.250000 Penalty: 4678.373047
	Iteration 47Q: 3 clusters Score -1006472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1006477.250000 Penalty: 4678.373047
	Iteration 48Q: 3 clusters Score -1006477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1006482.062500 Penalty: 4678.373047
	Iteration 49Q: 3 clusters Score -1006482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1006482.812500 Penalty: 4678.373047
	Iteration 50Q: 3 clusters Score -1006483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1006487.187500 Penalty: 4678.373047
	Iteration 51Q: 3 clusters Score -1006487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1006488.750000 Penalty: 4678.373047
	Iteration 52Q: 3 clusters Score -1006489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1006493.250000 Penalty: 4678.373047
	Iteration 53Q: 3 clusters Score -1006493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1006497.875000 Penalty: 4678.373047
	Iteration 54Q: 3 clusters Score -1006498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1006499.750000 Penalty: 4678.373047
	Iteration 55Q: 3 clusters Score -1006500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1006501.875000 Penalty: 4678.373047
	Iteration 56Q: 3 clusters Score -1006502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1006501.625000 Penalty: 4678.373047
	Iteration 57Q: 3 clusters Score -1006502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1006502.250000 Penalty: 4678.373047
	Iteration 58Q: 3 clusters Score -1006502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1006502.937500 Penalty: 4678.373047
	Iteration 59Q: 3 clusters Score -1006503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1006506.125000 Penalty: 4678.373047
	Iteration 60F: 3 clusters Score -1006506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1006506.500000 Penalty: 4678.373047
	Iteration 61Q: 3 clusters Score -1006506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1006509.312500 Penalty: 4678.373047
	Iteration 62Q: 3 clusters Score -1006509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1006509.937500 Penalty: 4678.373047
	Iteration 63Q: 3 clusters Score -1006510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1006509.562500 Penalty: 4678.373047
	Iteration 64Q: 3 clusters Score -1006510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1006511.500000 Penalty: 4678.373047
	Iteration 65Q: 3 clusters Score -1006512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1006513.250000 Penalty: 4678.373047
	Iteration 66Q: 3 clusters Score -1006513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1006514.250000 Penalty: 4678.373047
	Iteration 67Q: 3 clusters Score -1006514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1006514.312500 Penalty: 4678.373047
	Iteration 68Q: 3 clusters Score -1006514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1006512.250000 Penalty: 4678.373047
	Iteration 69Q: 3 clusters Score -1006512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1006512.937500 Penalty: 4678.373047
	Iteration 70Q: 3 clusters Score -1006513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1006513.562500 Penalty: 4678.373047
	Iteration 71Q: 3 clusters Score -1006514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1006511.875000 Penalty: 4678.373047
	Iteration 72Q: 3 clusters Score -1006512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1006511.875000 Penalty: 4678.373047
	Iteration 73F: 3 clusters Score -1006512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Entering Unmasked Estep 
Score: -1988168.625000 Penalty: 2502.054443
	Iteration 0F: 2 clusters Score -1988169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1971411.500000 Penalty: 5004.108887
	Iteration 0F: 3 clusters Score -1971412 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1977314.875000 Penalty: 5004.108887
	Iteration 1F: 3 clusters Score -1977315 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1977825.750000 Penalty: 5004.108887
	Iteration 2F: 3 clusters Score -1977826 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1978347.125000 Penalty: 5004.108887
	Iteration 3Q: 3 clusters Score -1978347 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1979034.125000 Penalty: 5004.108887
	Iteration 4F: 3 clusters Score -1979034 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1980023.500000 Penalty: 5004.108887
	Iteration 5F: 3 clusters Score -1980024 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1981288.750000 Penalty: 5004.108887
	Iteration 6F: 3 clusters Score -1981289 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1982678.250000 Penalty: 5004.108887
	Iteration 7F: 3 clusters Score -1982678 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1983923.250000 Penalty: 5004.108887
	Iteration 8F: 3 clusters Score -1983923 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -1984865.375000 Penalty: 5004.108887
	Iteration 9Q: 3 clusters Score -1984865 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -1985406.375000 Penalty: 5004.108887
	Iteration 10Q: 3 clusters Score -1985406 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -1985732.125000 Penalty: 5004.108887
	Iteration 11Q: 3 clusters Score -1985732 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -1985906.000000 Penalty: 5004.108887
	Iteration 12Q: 3 clusters Score -1985906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -1985990.500000 Penalty: 5004.108887
	Iteration 13Q: 3 clusters Score -1985990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -1986044.750000 Penalty: 5004.108887
	Iteration 14Q: 3 clusters Score -1986045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1986088.000000 Penalty: 5004.108887
	Iteration 15Q: 3 clusters Score -1986088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -1986126.875000 Penalty: 5004.108887
	Iteration 16Q: 3 clusters Score -1986127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1986165.000000 Penalty: 5004.108887
	Iteration 17Q: 3 clusters Score -1986165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -1986186.250000 Penalty: 5004.108887
	Iteration 18Q: 3 clusters Score -1986186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -1986206.375000 Penalty: 5004.108887
	Iteration 19Q: 3 clusters Score -1986206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -1986212.625000 Penalty: 5004.108887
	Iteration 20F: 3 clusters Score -1986213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -1986220.375000 Penalty: 5004.108887
	Iteration 21Q: 3 clusters Score -1986220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -1986223.000000 Penalty: 5004.108887
	Iteration 22Q: 3 clusters Score -1986223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -1986228.625000 Penalty: 5004.108887
	Iteration 23Q: 3 clusters Score -1986229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -1986231.000000 Penalty: 5004.108887
	Iteration 24Q: 3 clusters Score -1986231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -1986233.250000 Penalty: 5004.108887
	Iteration 25Q: 3 clusters Score -1986233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -1986233.250000 Penalty: 5004.108887
	Iteration 26F: 3 clusters Score -1986233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -191823.593750 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -191823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -189025.937500 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -189025.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -189609.859375 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -189609.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -189763.046875 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -189763 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -189848.765625 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -189848.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -189890.343750 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -189890.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -189929.734375 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -189929.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -189985.890625 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -189985.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -190055.750000 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -190055.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -190121.437500 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -190121.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -190210.125000 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -190210.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -190301.640625 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -190301.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -190409.390625 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -190409.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -190514.140625 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -190514.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -190600.000000 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -190600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -190675.734375 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -190675.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -190706.671875 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -190706.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -190722.234375 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -190722.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -190737.281250 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -190737.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -190749.156250 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -190749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -190757.734375 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -190757.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -190769.515625 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -190769.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -190781.312500 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -190781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -190787.640625 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -190787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -190789.484375 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -190789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -190792.437500 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -190792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -190795.593750 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -190795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -190796.328125 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -190796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -190798.218750 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -190798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -190799.031250 Penalty: 3863.158691
	Iteration 28Q: 3 clusters Score -190799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -190799.031250 Penalty: 3863.158691
	Iteration 29F: 3 clusters Score -190799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -763744.250000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -763744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -755555.937500 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -755555.9 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -758679.500000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -758679.5 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -759869.562500 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -759869.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -760784.625000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -760784.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -761375.375000 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -761375.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -761739.187500 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -761739.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -761958.125000 Penalty: 4606.501465
	Iteration 6Q: 3 clusters Score -761958.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -762076.437500 Penalty: 4606.501465
	Iteration 7Q: 3 clusters Score -762076.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -762133.750000 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -762133.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -762170.312500 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -762170.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -762195.375000 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -762195.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -762204.937500 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -762204.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -762219.937500 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -762219.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -762222.812500 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -762222.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -762227.750000 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -762227.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -762233.250000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -762233.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -762236.812500 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -762236.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -762242.375000 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -762242.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -762248.125000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -762248.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -762251.437500 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -762251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -762251.875000 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -762251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -762251.250000 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -762251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -762256.000000 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -762256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -762256.250000 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -762256.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -762258.812500 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -762258.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -762261.375000 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -762261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -762262.687500 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -762262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -762265.437500 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -762265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -762266.375000 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -762266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -762267.875000 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -762267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -762268.812500 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -762268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -762270.125000 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -762270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -762269.875000 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -762269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -762269.562500 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -762269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -762271.937500 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -762271.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -762275.625000 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -762275.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -762277.812500 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -762277.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -762280.937500 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -762280.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -762283.875000 Penalty: 4606.501465
	Iteration 38Q: 3 clusters Score -762283.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -762285.500000 Penalty: 4606.501465
	Iteration 39Q: 3 clusters Score -762285.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -762285.875000 Penalty: 4606.501465
	Iteration 40F: 3 clusters Score -762285.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -762290.000000 Penalty: 4606.501465
	Iteration 41Q: 3 clusters Score -762290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -762292.875000 Penalty: 4606.501465
	Iteration 42Q: 3 clusters Score -762292.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -762296.375000 Penalty: 4606.501465
	Iteration 43Q: 3 clusters Score -762296.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -762301.062500 Penalty: 4606.501465
	Iteration 44Q: 3 clusters Score -762301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -762303.375000 Penalty: 4606.501465
	Iteration 45Q: 3 clusters Score -762303.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -762307.187500 Penalty: 4606.501465
	Iteration 46Q: 3 clusters Score -762307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -762307.687500 Penalty: 4606.501465
	Iteration 47Q: 3 clusters Score -762307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -762309.312500 Penalty: 4606.501465
	Iteration 48Q: 3 clusters Score -762309.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -762312.750000 Penalty: 4606.501465
	Iteration 49Q: 3 clusters Score -762312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -762314.812500 Penalty: 4606.501465
	Iteration 50Q: 3 clusters Score -762314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -762314.062500 Penalty: 4606.501465
	Iteration 51Q: 3 clusters Score -762314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -762314.062500 Penalty: 4606.501465
	Iteration 52Q: 3 clusters Score -762314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -762314.500000 Penalty: 4606.501465
	Iteration 53Q: 3 clusters Score -762314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -762314.500000 Penalty: 4606.501465
	Iteration 54F: 3 clusters Score -762314.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -345170.343750 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -345170.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -340839.343750 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -340839.3 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -342180.093750 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -342180.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -342680.250000 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -342680.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -343189.437500 Penalty: 4201.793945
	Iteration 3F: 3 clusters Score -343189.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -343737.875000 Penalty: 4201.793945
	Iteration 4F: 3 clusters Score -343737.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -344029.781250 Penalty: 4201.793945
	Iteration 5F: 3 clusters Score -344029.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -344226.312500 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -344226.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -344392.968750 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -344393 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -344490.468750 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -344490.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -344562.750000 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -344562.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -344614.656250 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -344614.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -344646.468750 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -344646.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -344676.125000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -344676.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -344716.906250 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -344716.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -344754.218750 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -344754.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -344790.656250 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -344790.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -344817.437500 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -344817.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -344840.656250 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -344840.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -344859.781250 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -344859.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -344887.031250 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -344887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -344915.093750 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -344915.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -344935.531250 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -344935.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -344955.687500 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -344955.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -344971.656250 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -344971.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -344983.531250 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -344983.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -344991.281250 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -344991.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -344999.937500 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -344999.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -345015.531250 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -345015.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -345032.406250 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -345032.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -345045.500000 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -345045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -345059.250000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -345059.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -345080.750000 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -345080.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -345105.406250 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -345105.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -345124.250000 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -345124.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -345137.656250 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -345137.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -345148.312500 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -345148.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -345164.000000 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -345164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345183.437500 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -345183.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -345199.437500 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -345199.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -345217.656250 Penalty: 4201.793945
	Iteration 39Q: 3 clusters Score -345217.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -345244.468750 Penalty: 4201.793945
	Iteration 40F: 3 clusters Score -345244.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -345272.000000 Penalty: 4201.793945
	Iteration 41Q: 3 clusters Score -345272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -345305.218750 Penalty: 4201.793945
	Iteration 42Q: 3 clusters Score -345305.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -345336.781250 Penalty: 4201.793945
	Iteration 43Q: 3 clusters Score -345336.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -345372.906250 Penalty: 4201.793945
	Iteration 44Q: 3 clusters Score -345372.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -345409.375000 Penalty: 4201.793945
	Iteration 45Q: 3 clusters Score -345409.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345448.781250 Penalty: 4201.793945
	Iteration 46Q: 3 clusters Score -345448.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -345478.343750 Penalty: 4201.793945
	Iteration 47Q: 3 clusters Score -345478.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -345503.000000 Penalty: 4201.793945
	Iteration 48Q: 3 clusters Score -345503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -345541.218750 Penalty: 4201.793945
	Iteration 49Q: 3 clusters Score -345541.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -345577.750000 Penalty: 4201.793945
	Iteration 50Q: 3 clusters Score -345577.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -345606.468750 Penalty: 4201.793945
	Iteration 51Q: 3 clusters Score -345606.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -345630.437500 Penalty: 4201.793945
	Iteration 52Q: 3 clusters Score -345630.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -345654.968750 Penalty: 4201.793945
	Iteration 53Q: 3 clusters Score -345655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -345682.781250 Penalty: 4201.793945
	Iteration 54Q: 3 clusters Score -345682.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -345712.937500 Penalty: 4201.793945
	Iteration 55Q: 3 clusters Score -345712.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -345736.500000 Penalty: 4201.793945
	Iteration 56Q: 3 clusters Score -345736.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -345758.906250 Penalty: 4201.793945
	Iteration 57Q: 3 clusters Score -345758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -345781.093750 Penalty: 4201.793945
	Iteration 58Q: 3 clusters Score -345781.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -345821.375000 Penalty: 4201.793945
	Iteration 59Q: 3 clusters Score -345821.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -345862.437500 Penalty: 4201.793945
	Iteration 60F: 3 clusters Score -345862.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -345885.000000 Penalty: 4201.793945
	Iteration 61Q: 3 clusters Score -345885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -345896.531250 Penalty: 4201.793945
	Iteration 62Q: 3 clusters Score -345896.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -345904.937500 Penalty: 4201.793945
	Iteration 63Q: 3 clusters Score -345904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -345914.750000 Penalty: 4201.793945
	Iteration 64Q: 3 clusters Score -345914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -345919.625000 Penalty: 4201.793945
	Iteration 65Q: 3 clusters Score -345919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -345924.218750 Penalty: 4201.793945
	Iteration 66Q: 3 clusters Score -345924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -345927.281250 Penalty: 4201.793945
	Iteration 67Q: 3 clusters Score -345927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -345929.812500 Penalty: 4201.793945
	Iteration 68Q: 3 clusters Score -345929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -345929.812500 Penalty: 4201.793945
	Iteration 69F: 3 clusters Score -345929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4121 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Mstep: Class 52 contains 655 members 
Entering Unmasked Estep 
Score: -51170592.000000 Penalty: 172761.734375
Splitting cluster 35 changes total score from -51171116.000000 to -51170592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (59198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Entering Unmasked Estep 
Score: -4746221.500000 Penalty: 2725.183350
	Iteration 0F: 2 clusters Score -4746222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4706157.500000 Penalty: 5450.366699
	Iteration 0F: 3 clusters Score -4706158 nChanged 27619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4722018.500000 Penalty: 5450.366699
	Iteration 1F: 3 clusters Score -4722018 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4722715.500000 Penalty: 5450.366699
	Iteration 2Q: 3 clusters Score -4722716 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4723648.000000 Penalty: 5450.366699
	Iteration 3Q: 3 clusters Score -4723648 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4724915.000000 Penalty: 5450.366699
	Iteration 4Q: 3 clusters Score -4724915 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4726541.000000 Penalty: 5450.366699
	Iteration 5F: 3 clusters Score -4726541 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -4728510.500000 Penalty: 5450.366699
	Iteration 6F: 3 clusters Score -4728510 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -4730780.500000 Penalty: 5450.366699
	Iteration 7F: 3 clusters Score -4730780 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -4733399.000000 Penalty: 5450.366699
	Iteration 8F: 3 clusters Score -4733399 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4735875.000000 Penalty: 5450.366699
	Iteration 9F: 3 clusters Score -4735875 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -4738212.500000 Penalty: 5450.366699
	Iteration 10F: 3 clusters Score -4738212 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -4740198.500000 Penalty: 5450.366699
	Iteration 11Q: 3 clusters Score -4740198 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -4741692.500000 Penalty: 5450.366699
	Iteration 12Q: 3 clusters Score -4741692 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -4742705.000000 Penalty: 5450.366699
	Iteration 13Q: 3 clusters Score -4742705 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -4743243.500000 Penalty: 5450.366699
	Iteration 14Q: 3 clusters Score -4743244 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -4743590.000000 Penalty: 5450.366699
	Iteration 15Q: 3 clusters Score -4743590 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -4743797.000000 Penalty: 5450.366699
	Iteration 16Q: 3 clusters Score -4743797 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -4743908.500000 Penalty: 5450.366699
	Iteration 17Q: 3 clusters Score -4743908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -4743996.000000 Penalty: 5450.366699
	Iteration 18Q: 3 clusters Score -4743996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -4744039.000000 Penalty: 5450.366699
	Iteration 19Q: 3 clusters Score -4744039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -4744065.500000 Penalty: 5450.366699
	Iteration 20F: 3 clusters Score -4744066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -4744080.000000 Penalty: 5450.366699
	Iteration 21Q: 3 clusters Score -4744080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -4744095.500000 Penalty: 5450.366699
	Iteration 22Q: 3 clusters Score -4744096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -4744105.500000 Penalty: 5450.366699
	Iteration 23Q: 3 clusters Score -4744106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -4744114.000000 Penalty: 5450.366699
	Iteration 24Q: 3 clusters Score -4744114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -4744114.500000 Penalty: 5450.366699
	Iteration 25Q: 3 clusters Score -4744114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -4744116.500000 Penalty: 5450.366699
	Iteration 26Q: 3 clusters Score -4744116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -4744115.000000 Penalty: 5450.366699
	Iteration 27Q: 3 clusters Score -4744115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -4744113.000000 Penalty: 5450.366699
	Iteration 28Q: 3 clusters Score -4744113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -4744108.500000 Penalty: 5450.366699
	Iteration 29Q: 3 clusters Score -4744108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -4744110.500000 Penalty: 5450.366699
	Iteration 30Q: 3 clusters Score -4744110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 58595 members 
Entering Unmasked Estep 
Score: -4744117.500000 Penalty: 5450.366699
	Iteration 31Q: 3 clusters Score -4744118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -4744124.500000 Penalty: 5450.366699
	Iteration 32Q: 3 clusters Score -4744124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -4744130.500000 Penalty: 5450.366699
	Iteration 33Q: 3 clusters Score -4744130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -4744130.500000 Penalty: 5450.366699
	Iteration 34F: 3 clusters Score -4744130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Entering Unmasked Estep 
Score: -4684287.500000 Penalty: 2717.326660
	Iteration 0F: 2 clusters Score -4684288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4645902.000000 Penalty: 5434.653320
	Iteration 0F: 3 clusters Score -4645902 nChanged 26523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -4660376.500000 Penalty: 5434.653320
	Iteration 1F: 3 clusters Score -4660376 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4661024.000000 Penalty: 5434.653320
	Iteration 2Q: 3 clusters Score -4661024 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -4661695.500000 Penalty: 5434.653320
	Iteration 3Q: 3 clusters Score -4661696 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4662643.500000 Penalty: 5434.653320
	Iteration 4Q: 3 clusters Score -4662644 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4663943.000000 Penalty: 5434.653320
	Iteration 5Q: 3 clusters Score -4663943 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4665700.000000 Penalty: 5434.653320
	Iteration 6F: 3 clusters Score -4665700 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4667789.000000 Penalty: 5434.653320
	Iteration 7F: 3 clusters Score -4667789 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4669691.000000 Penalty: 5434.653320
	Iteration 8F: 3 clusters Score -4669691 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4671070.500000 Penalty: 5434.653320
	Iteration 9F: 3 clusters Score -4671070 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4672081.500000 Penalty: 5434.653320
	Iteration 10Q: 3 clusters Score -4672082 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -4672702.500000 Penalty: 5434.653320
	Iteration 11Q: 3 clusters Score -4672702 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -4673180.500000 Penalty: 5434.653320
	Iteration 12Q: 3 clusters Score -4673180 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4673530.500000 Penalty: 5434.653320
	Iteration 13Q: 3 clusters Score -4673530 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -4673858.500000 Penalty: 5434.653320
	Iteration 14Q: 3 clusters Score -4673858 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -4674265.000000 Penalty: 5434.653320
	Iteration 15Q: 3 clusters Score -4674265 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -4674628.000000 Penalty: 5434.653320
	Iteration 16Q: 3 clusters Score -4674628 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -4675164.500000 Penalty: 5434.653320
	Iteration 17Q: 3 clusters Score -4675164 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -4675823.500000 Penalty: 5434.653320
	Iteration 18Q: 3 clusters Score -4675824 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -4676615.500000 Penalty: 5434.653320
	Iteration 19Q: 3 clusters Score -4676616 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -4677489.000000 Penalty: 5434.653320
	Iteration 20F: 3 clusters Score -4677489 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -4678456.500000 Penalty: 5434.653320
	Iteration 21Q: 3 clusters Score -4678456 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -4679388.500000 Penalty: 5434.653320
	Iteration 22Q: 3 clusters Score -4679388 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -4680150.500000 Penalty: 5434.653320
	Iteration 23Q: 3 clusters Score -4680150 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -4680811.500000 Penalty: 5434.653320
	Iteration 24Q: 3 clusters Score -4680812 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -4681236.500000 Penalty: 5434.653320
	Iteration 25Q: 3 clusters Score -4681236 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -4681501.500000 Penalty: 5434.653320
	Iteration 26Q: 3 clusters Score -4681502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -4681649.500000 Penalty: 5434.653320
	Iteration 27Q: 3 clusters Score -4681650 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -4681745.500000 Penalty: 5434.653320
	Iteration 28Q: 3 clusters Score -4681746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -4681793.000000 Penalty: 5434.653320
	Iteration 29Q: 3 clusters Score -4681793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -4681820.000000 Penalty: 5434.653320
	Iteration 30Q: 3 clusters Score -4681820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -4681844.500000 Penalty: 5434.653320
	Iteration 31Q: 3 clusters Score -4681844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -4681873.000000 Penalty: 5434.653320
	Iteration 32Q: 3 clusters Score -4681873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -4681891.000000 Penalty: 5434.653320
	Iteration 33Q: 3 clusters Score -4681891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -4681904.000000 Penalty: 5434.653320
	Iteration 34Q: 3 clusters Score -4681904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -4681921.500000 Penalty: 5434.653320
	Iteration 35Q: 3 clusters Score -4681922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -4681936.500000 Penalty: 5434.653320
	Iteration 36Q: 3 clusters Score -4681936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -4681950.500000 Penalty: 5434.653320
	Iteration 37Q: 3 clusters Score -4681950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -4681957.500000 Penalty: 5434.653320
	Iteration 38Q: 3 clusters Score -4681958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -4681956.000000 Penalty: 5434.653320
	Iteration 39Q: 3 clusters Score -4681956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -4681955.500000 Penalty: 5434.653320
	Iteration 40F: 3 clusters Score -4681956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -4681956.500000 Penalty: 5434.653320
	Iteration 41Q: 3 clusters Score -4681956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -4681962.000000 Penalty: 5434.653320
	Iteration 42Q: 3 clusters Score -4681962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -4681963.500000 Penalty: 5434.653320
	Iteration 43Q: 3 clusters Score -4681964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -4681969.000000 Penalty: 5434.653320
	Iteration 44Q: 3 clusters Score -4681969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -4681967.500000 Penalty: 5434.653320
	Iteration 45Q: 3 clusters Score -4681968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -4681967.500000 Penalty: 5434.653320
	Iteration 46F: 3 clusters Score -4681968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -267810.625000 Penalty: 2018.870483
	Iteration 0F: 2 clusters Score -267810.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -264364.062500 Penalty: 4037.740967
	Iteration 0F: 3 clusters Score -264364.1 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -265176.625000 Penalty: 4037.740967
	Iteration 1F: 3 clusters Score -265176.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -265412.406250 Penalty: 4037.740967
	Iteration 2F: 3 clusters Score -265412.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -265552.843750 Penalty: 4037.740967
	Iteration 3F: 3 clusters Score -265552.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -265656.312500 Penalty: 4037.740967
	Iteration 4Q: 3 clusters Score -265656.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -265754.968750 Penalty: 4037.740967
	Iteration 5Q: 3 clusters Score -265755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -265876.500000 Penalty: 4037.740967
	Iteration 6Q: 3 clusters Score -265876.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -266000.375000 Penalty: 4037.740967
	Iteration 7Q: 3 clusters Score -266000.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -266093.781250 Penalty: 4037.740967
	Iteration 8Q: 3 clusters Score -266093.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -266171.656250 Penalty: 4037.740967
	Iteration 9Q: 3 clusters Score -266171.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -266215.687500 Penalty: 4037.740967
	Iteration 10Q: 3 clusters Score -266215.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -266245.875000 Penalty: 4037.740967
	Iteration 11Q: 3 clusters Score -266245.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -266268.000000 Penalty: 4037.740967
	Iteration 12Q: 3 clusters Score -266268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -266295.250000 Penalty: 4037.740967
	Iteration 13Q: 3 clusters Score -266295.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -266319.687500 Penalty: 4037.740967
	Iteration 14Q: 3 clusters Score -266319.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -266341.531250 Penalty: 4037.740967
	Iteration 15Q: 3 clusters Score -266341.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -266355.625000 Penalty: 4037.740967
	Iteration 16Q: 3 clusters Score -266355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -266366.875000 Penalty: 4037.740967
	Iteration 17Q: 3 clusters Score -266366.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -266373.031250 Penalty: 4037.740967
	Iteration 18Q: 3 clusters Score -266373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -266380.343750 Penalty: 4037.740967
	Iteration 19Q: 3 clusters Score -266380.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -266386.625000 Penalty: 4037.740967
	Iteration 20F: 3 clusters Score -266386.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -266392.937500 Penalty: 4037.740967
	Iteration 21Q: 3 clusters Score -266392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -266400.625000 Penalty: 4037.740967
	Iteration 22Q: 3 clusters Score -266400.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -266409.375000 Penalty: 4037.740967
	Iteration 23Q: 3 clusters Score -266409.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -266416.656250 Penalty: 4037.740967
	Iteration 24Q: 3 clusters Score -266416.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -266424.562500 Penalty: 4037.740967
	Iteration 25Q: 3 clusters Score -266424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -266430.281250 Penalty: 4037.740967
	Iteration 26Q: 3 clusters Score -266430.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -266432.468750 Penalty: 4037.740967
	Iteration 27Q: 3 clusters Score -266432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -266434.687500 Penalty: 4037.740967
	Iteration 28Q: 3 clusters Score -266434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -266436.281250 Penalty: 4037.740967
	Iteration 29Q: 3 clusters Score -266436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -266437.625000 Penalty: 4037.740967
	Iteration 30Q: 3 clusters Score -266437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -266439.500000 Penalty: 4037.740967
	Iteration 31Q: 3 clusters Score -266439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -266441.437500 Penalty: 4037.740967
	Iteration 32Q: 3 clusters Score -266441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -266443.718750 Penalty: 4037.740967
	Iteration 33Q: 3 clusters Score -266443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -266445.406250 Penalty: 4037.740967
	Iteration 34Q: 3 clusters Score -266445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -266446.343750 Penalty: 4037.740967
	Iteration 35Q: 3 clusters Score -266446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -266447.187500 Penalty: 4037.740967
	Iteration 36Q: 3 clusters Score -266447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -266448.406250 Penalty: 4037.740967
	Iteration 37Q: 3 clusters Score -266448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -266449.531250 Penalty: 4037.740967
	Iteration 38Q: 3 clusters Score -266449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -266450.468750 Penalty: 4037.740967
	Iteration 39Q: 3 clusters Score -266450.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -266450.437500 Penalty: 4037.740967
	Iteration 40F: 3 clusters Score -266450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -266450.718750 Penalty: 4037.740967
	Iteration 41Q: 3 clusters Score -266450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -266450.875000 Penalty: 4037.740967
	Iteration 42Q: 3 clusters Score -266450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -266450.875000 Penalty: 4037.740967
	Iteration 43F: 3 clusters Score -266450.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Entering Unmasked Estep 
Score: -1401078.250000 Penalty: 2415.555908
	Iteration 0F: 2 clusters Score -1401078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1389054.000000 Penalty: 4831.111816
	Iteration 0F: 3 clusters Score -1389054 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1392923.375000 Penalty: 4831.111816
	Iteration 1F: 3 clusters Score -1392923 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1393321.250000 Penalty: 4831.111816
	Iteration 2F: 3 clusters Score -1393321 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1393656.250000 Penalty: 4831.111816
	Iteration 3Q: 3 clusters Score -1393656 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1393998.750000 Penalty: 4831.111816
	Iteration 4Q: 3 clusters Score -1393999 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1394364.875000 Penalty: 4831.111816
	Iteration 5Q: 3 clusters Score -1394365 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1394736.750000 Penalty: 4831.111816
	Iteration 6Q: 3 clusters Score -1394737 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1395138.625000 Penalty: 4831.111816
	Iteration 7Q: 3 clusters Score -1395139 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1395486.875000 Penalty: 4831.111816
	Iteration 8Q: 3 clusters Score -1395487 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1395796.875000 Penalty: 4831.111816
	Iteration 9Q: 3 clusters Score -1395797 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1396076.125000 Penalty: 4831.111816
	Iteration 10Q: 3 clusters Score -1396076 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1396318.000000 Penalty: 4831.111816
	Iteration 11Q: 3 clusters Score -1396318 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1396520.375000 Penalty: 4831.111816
	Iteration 12Q: 3 clusters Score -1396520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1396710.750000 Penalty: 4831.111816
	Iteration 13Q: 3 clusters Score -1396711 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1396909.000000 Penalty: 4831.111816
	Iteration 14Q: 3 clusters Score -1396909 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1397110.625000 Penalty: 4831.111816
	Iteration 15Q: 3 clusters Score -1397111 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1397331.500000 Penalty: 4831.111816
	Iteration 16Q: 3 clusters Score -1397332 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1397515.000000 Penalty: 4831.111816
	Iteration 17Q: 3 clusters Score -1397515 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1397729.500000 Penalty: 4831.111816
	Iteration 18Q: 3 clusters Score -1397730 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1397951.000000 Penalty: 4831.111816
	Iteration 19Q: 3 clusters Score -1397951 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1398129.250000 Penalty: 4831.111816
	Iteration 20F: 3 clusters Score -1398129 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1398258.125000 Penalty: 4831.111816
	Iteration 21Q: 3 clusters Score -1398258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1398367.375000 Penalty: 4831.111816
	Iteration 22Q: 3 clusters Score -1398367 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1398482.750000 Penalty: 4831.111816
	Iteration 23Q: 3 clusters Score -1398483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1398590.375000 Penalty: 4831.111816
	Iteration 24Q: 3 clusters Score -1398590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1398670.875000 Penalty: 4831.111816
	Iteration 25Q: 3 clusters Score -1398671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1398731.375000 Penalty: 4831.111816
	Iteration 26Q: 3 clusters Score -1398731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1398796.625000 Penalty: 4831.111816
	Iteration 27Q: 3 clusters Score -1398797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1398839.875000 Penalty: 4831.111816
	Iteration 28Q: 3 clusters Score -1398840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1398871.250000 Penalty: 4831.111816
	Iteration 29Q: 3 clusters Score -1398871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1398906.375000 Penalty: 4831.111816
	Iteration 30Q: 3 clusters Score -1398906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1398936.000000 Penalty: 4831.111816
	Iteration 31Q: 3 clusters Score -1398936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1398960.375000 Penalty: 4831.111816
	Iteration 32Q: 3 clusters Score -1398960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1398974.875000 Penalty: 4831.111816
	Iteration 33Q: 3 clusters Score -1398975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1398994.750000 Penalty: 4831.111816
	Iteration 34Q: 3 clusters Score -1398995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1399002.250000 Penalty: 4831.111816
	Iteration 35Q: 3 clusters Score -1399002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1399009.500000 Penalty: 4831.111816
	Iteration 36Q: 3 clusters Score -1399010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1399011.750000 Penalty: 4831.111816
	Iteration 37Q: 3 clusters Score -1399012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1399014.500000 Penalty: 4831.111816
	Iteration 38Q: 3 clusters Score -1399014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1399014.500000 Penalty: 4831.111816
	Iteration 39F: 3 clusters Score -1399014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -227716.640625 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -227716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -224181.437500 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -224181.4 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -225028.187500 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -225028.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -225277.359375 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -225277.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -225558.140625 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -225558.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -225867.156250 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -225867.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -226201.140625 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -226201.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -226424.859375 Penalty: 4028.106934
	Iteration 6F: 3 clusters Score -226424.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -226582.328125 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -226582.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -226728.171875 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -226728.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -226901.062500 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -226901.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -227059.984375 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -227060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -227143.765625 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -227143.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -227238.562500 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -227238.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -227324.609375 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -227324.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -227371.203125 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -227371.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -227405.218750 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -227405.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -227434.796875 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -227434.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -227461.734375 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -227461.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -227478.656250 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -227478.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227488.921875 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -227488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -227502.843750 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -227502.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -227515.750000 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -227515.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -227526.187500 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -227526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -227535.031250 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -227535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -227545.703125 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -227545.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -227556.828125 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -227556.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -227570.156250 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -227570.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -227582.468750 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -227582.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -227593.296875 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -227593.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227599.640625 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -227599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227601.093750 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -227601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227601.796875 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -227601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227602.031250 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -227602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227602.031250 Penalty: 4028.106934
	Iteration 33F: 3 clusters Score -227602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -129719.789062 Penalty: 1831.998413
	Iteration 0F: 2 clusters Score -129719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -127345.976562 Penalty: 3663.996826
	Iteration 0F: 3 clusters Score -127346 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127731.054688 Penalty: 3663.996826
	Iteration 1F: 3 clusters Score -127731.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -127843.085938 Penalty: 3663.996826
	Iteration 2F: 3 clusters Score -127843.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127907.437500 Penalty: 3663.996826
	Iteration 3Q: 3 clusters Score -127907.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127945.429688 Penalty: 3663.996826
	Iteration 4Q: 3 clusters Score -127945.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -127972.914062 Penalty: 3663.996826
	Iteration 5Q: 3 clusters Score -127972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -127995.375000 Penalty: 3663.996826
	Iteration 6Q: 3 clusters Score -127995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128013.132812 Penalty: 3663.996826
	Iteration 7Q: 3 clusters Score -128013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128030.835938 Penalty: 3663.996826
	Iteration 8Q: 3 clusters Score -128030.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128046.281250 Penalty: 3663.996826
	Iteration 9Q: 3 clusters Score -128046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128056.718750 Penalty: 3663.996826
	Iteration 10Q: 3 clusters Score -128056.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128065.937500 Penalty: 3663.996826
	Iteration 11Q: 3 clusters Score -128065.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128075.789062 Penalty: 3663.996826
	Iteration 12Q: 3 clusters Score -128075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128088.945312 Penalty: 3663.996826
	Iteration 13Q: 3 clusters Score -128088.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128101.390625 Penalty: 3663.996826
	Iteration 14Q: 3 clusters Score -128101.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128114.531250 Penalty: 3663.996826
	Iteration 15Q: 3 clusters Score -128114.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128128.257812 Penalty: 3663.996826
	Iteration 16Q: 3 clusters Score -128128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -128144.289062 Penalty: 3663.996826
	Iteration 17Q: 3 clusters Score -128144.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128151.210938 Penalty: 3663.996826
	Iteration 18Q: 3 clusters Score -128151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -128156.046875 Penalty: 3663.996826
	Iteration 19Q: 3 clusters Score -128156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -128159.500000 Penalty: 3663.996826
	Iteration 20F: 3 clusters Score -128159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -128161.187500 Penalty: 3663.996826
	Iteration 21Q: 3 clusters Score -128161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -128165.531250 Penalty: 3663.996826
	Iteration 22Q: 3 clusters Score -128165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -128165.757812 Penalty: 3663.996826
	Iteration 23Q: 3 clusters Score -128165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -128165.757812 Penalty: 3663.996826
	Iteration 24F: 3 clusters Score -128165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -206382.484375 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -206382.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -203291.734375 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -203291.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -203893.828125 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -203893.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -204056.609375 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -204056.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -204159.140625 Penalty: 3921.281982
	Iteration 3F: 3 clusters Score -204159.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -204244.640625 Penalty: 3921.281982
	Iteration 4Q: 3 clusters Score -204244.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -204303.140625 Penalty: 3921.281982
	Iteration 5Q: 3 clusters Score -204303.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -204388.062500 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -204388.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -204488.109375 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -204488.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -204588.546875 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -204588.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -204713.671875 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -204713.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -204861.375000 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -204861.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -205051.875000 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -205051.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -205260.296875 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -205260.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -205432.109375 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -205432.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -205555.312500 Penalty: 3921.281982
	Iteration 14Q: 3 clusters Score -205555.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -205643.578125 Penalty: 3921.281982
	Iteration 15Q: 3 clusters Score -205643.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -205682.781250 Penalty: 3921.281982
	Iteration 16Q: 3 clusters Score -205682.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -205720.953125 Penalty: 3921.281982
	Iteration 17Q: 3 clusters Score -205721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -205738.093750 Penalty: 3921.281982
	Iteration 18Q: 3 clusters Score -205738.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -205748.062500 Penalty: 3921.281982
	Iteration 19Q: 3 clusters Score -205748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -205752.609375 Penalty: 3921.281982
	Iteration 20F: 3 clusters Score -205752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -205758.421875 Penalty: 3921.281982
	Iteration 21Q: 3 clusters Score -205758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -205762.906250 Penalty: 3921.281982
	Iteration 22Q: 3 clusters Score -205762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -205764.406250 Penalty: 3921.281982
	Iteration 23Q: 3 clusters Score -205764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -205766.468750 Penalty: 3921.281982
	Iteration 24Q: 3 clusters Score -205766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -205769.343750 Penalty: 3921.281982
	Iteration 25Q: 3 clusters Score -205769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -205772.656250 Penalty: 3921.281982
	Iteration 26Q: 3 clusters Score -205772.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -205772.656250 Penalty: 3921.281982
	Iteration 27F: 3 clusters Score -205772.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -82824.367188 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -82824.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80827.078125 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -80827.08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81166.453125 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -81166.45 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -81294.359375 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -81294.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -81360.203125 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -81360.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -81417.398438 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -81417.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81449.664062 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -81449.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81471.406250 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -81471.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -81490.953125 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -81490.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81505.492188 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -81505.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81517.898438 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -81517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81527.421875 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -81527.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81550.781250 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -81550.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81570.023438 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -81570.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -81596.593750 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -81596.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81608.757812 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -81608.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81616.421875 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -81616.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81630.695312 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -81630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81633.828125 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -81633.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81640.726562 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -81640.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -81647.523438 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -81647.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -81649.796875 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -81649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -81654.476562 Penalty: 3468.990967
	Iteration 21Q: 3 clusters Score -81654.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81666.851562 Penalty: 3468.990967
	Iteration 22Q: 3 clusters Score -81666.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -81675.710938 Penalty: 3468.990967
	Iteration 23Q: 3 clusters Score -81675.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81685.523438 Penalty: 3468.990967
	Iteration 24Q: 3 clusters Score -81685.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81703.304688 Penalty: 3468.990967
	Iteration 25Q: 3 clusters Score -81703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -81718.335938 Penalty: 3468.990967
	Iteration 26Q: 3 clusters Score -81718.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -81727.007812 Penalty: 3468.990967
	Iteration 27Q: 3 clusters Score -81727.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81728.929688 Penalty: 3468.990967
	Iteration 28Q: 3 clusters Score -81728.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -81732.484375 Penalty: 3468.990967
	Iteration 29Q: 3 clusters Score -81732.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -81736.335938 Penalty: 3468.990967
	Iteration 30Q: 3 clusters Score -81736.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -81740.695312 Penalty: 3468.990967
	Iteration 31Q: 3 clusters Score -81740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81743.687500 Penalty: 3468.990967
	Iteration 32Q: 3 clusters Score -81743.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -81743.687500 Penalty: 3468.990967
	Iteration 33F: 3 clusters Score -81743.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Entering Unmasked Estep 
Score: -1877651.875000 Penalty: 2474.484375
	Iteration 0F: 2 clusters Score -1877652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1862686.875000 Penalty: 4948.968750
	Iteration 0F: 3 clusters Score -1862687 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1867751.375000 Penalty: 4948.968750
	Iteration 1F: 3 clusters Score -1867751 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1868173.625000 Penalty: 4948.968750
	Iteration 2F: 3 clusters Score -1868174 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1868504.875000 Penalty: 4948.968750
	Iteration 3Q: 3 clusters Score -1868505 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1868843.750000 Penalty: 4948.968750
	Iteration 4Q: 3 clusters Score -1868844 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1869294.625000 Penalty: 4948.968750
	Iteration 5Q: 3 clusters Score -1869295 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1869893.375000 Penalty: 4948.968750
	Iteration 6Q: 3 clusters Score -1869893 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1870649.375000 Penalty: 4948.968750
	Iteration 7Q: 3 clusters Score -1870649 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1871437.250000 Penalty: 4948.968750
	Iteration 8F: 3 clusters Score -1871437 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1872154.750000 Penalty: 4948.968750
	Iteration 9F: 3 clusters Score -1872155 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1872788 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1873304 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1873787 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1874260.375000 Penalty: 4948.968750
	Iteration 13Q: 3 clusters Score -1874260 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1874742.125000 Penalty: 4948.968750
	Iteration 14Q: 3 clusters Score -1874742 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1875157.500000 Penalty: 4948.968750
	Iteration 15Q: 3 clusters Score -1875158 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1875440 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1875609 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1875743 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1875845 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1875928.125000 Penalty: 4948.968750
	Iteration 20F: 3 clusters Score -1875928 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1876000.500000 Penalty: 4948.968750
	Iteration 21Q: 3 clusters Score -1876000 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1876066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1876117.375000 Penalty: 4948.968750
	Iteration 23Q: 3 clusters Score -1876117 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1876158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1876185.625000 Penalty: 4948.968750
	Iteration 25Q: 3 clusters Score -1876186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1876220.750000 Penalty: 4948.968750
	Iteration 26Q: 3 clusters Score -1876221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1876246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1876260.125000 Penalty: 4948.968750
	Iteration 28Q: 3 clusters Score -1876260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1876273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1876291.875000 Penalty: 4948.968750
	Iteration 30Q: 3 clusters Score -1876292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1876308.875000 Penalty: 4948.968750
	Iteration 31Q: 3 clusters Score -1876309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1876320.875000 Penalty: 4948.968750
	Iteration 32Q: 3 clusters Score -1876321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1876333.125000 Penalty: 4948.968750
	Iteration 33Q: 3 clusters Score -1876333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1876339.000000 Penalty: 4948.968750
	Iteration 34Q: 3 clusters Score -1876339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1876350.375000 Penalty: 4948.968750
	Iteration 35Q: 3 clusters Score -1876350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1876354.750000 Penalty: 4948.968750
	Iteration 36Q: 3 clusters Score -1876355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1876355 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1876359.875000 Penalty: 4948.968750
	Iteration 38Q: 3 clusters Score -1876360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1876367.500000 Penalty: 4948.968750
	Iteration 39Q: 3 clusters Score -1876368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1876371.375000 Penalty: 4948.968750
	Iteration 40F: 3 clusters Score -1876371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1876376.375000 Penalty: 4948.968750
	Iteration 41Q: 3 clusters Score -1876376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1876385.750000 Penalty: 4948.968750
	Iteration 42Q: 3 clusters Score -1876386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1876387.750000 Penalty: 4948.968750
	Iteration 43Q: 3 clusters Score -1876388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1876389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1876391.875000 Penalty: 4948.968750
	Iteration 45Q: 3 clusters Score -1876392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1876396.750000 Penalty: 4948.968750
	Iteration 46Q: 3 clusters Score -1876397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1876398.250000 Penalty: 4948.968750
	Iteration 47Q: 3 clusters Score -1876398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1876409.625000 Penalty: 4948.968750
	Iteration 48Q: 3 clusters Score -1876410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1876407.750000 Penalty: 4948.968750
	Iteration 49Q: 3 clusters Score -1876408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1876416.125000 Penalty: 4948.968750
	Iteration 50Q: 3 clusters Score -1876416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1876419.875000 Penalty: 4948.968750
	Iteration 51Q: 3 clusters Score -1876420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1876429.375000 Penalty: 4948.968750
	Iteration 52Q: 3 clusters Score -1876429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1876431.875000 Penalty: 4948.968750
	Iteration 53Q: 3 clusters Score -1876432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1876438.750000 Penalty: 4948.968750
	Iteration 54Q: 3 clusters Score -1876439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1876436.125000 Penalty: 4948.968750
	Iteration 55Q: 3 clusters Score -1876436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1876445.750000 Penalty: 4948.968750
	Iteration 56Q: 3 clusters Score -1876446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1876448.375000 Penalty: 4948.968750
	Iteration 57Q: 3 clusters Score -1876448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1876454.000000 Penalty: 4948.968750
	Iteration 58Q: 3 clusters Score -1876454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1876457.500000 Penalty: 4948.968750
	Iteration 59Q: 3 clusters Score -1876458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1876462.375000 Penalty: 4948.968750
	Iteration 60F: 3 clusters Score -1876462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1876459.750000 Penalty: 4948.968750
	Iteration 61Q: 3 clusters Score -1876460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1876466.875000 Penalty: 4948.968750
	Iteration 62Q: 3 clusters Score -1876467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1876477.875000 Penalty: 4948.968750
	Iteration 63Q: 3 clusters Score -1876478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1876481.750000 Penalty: 4948.968750
	Iteration 64Q: 3 clusters Score -1876482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1876488.500000 Penalty: 4948.968750
	Iteration 65Q: 3 clusters Score -1876488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1876496.125000 Penalty: 4948.968750
	Iteration 66Q: 3 clusters Score -1876496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1876493.875000 Penalty: 4948.968750
	Iteration 67Q: 3 clusters Score -1876494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1876504.375000 Penalty: 4948.968750
	Iteration 68Q: 3 clusters Score -1876504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1876516.500000 Penalty: 4948.968750
	Iteration 69Q: 3 clusters Score -1876516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1876528.750000 Penalty: 4948.968750
	Iteration 70Q: 3 clusters Score -1876529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1876527.750000 Penalty: 4948.968750
	Iteration 71Q: 3 clusters Score -1876528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1876536.125000 Penalty: 4948.968750
	Iteration 72Q: 3 clusters Score -1876536 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1876538.750000 Penalty: 4948.968750
	Iteration 73Q: 3 clusters Score -1876539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1876547.750000 Penalty: 4948.968750
	Iteration 74Q: 3 clusters Score -1876548 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1876552.500000 Penalty: 4948.968750
	Iteration 75Q: 3 clusters Score -1876552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1876558.750000 Penalty: 4948.968750
	Iteration 76Q: 3 clusters Score -1876559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1876566.875000 Penalty: 4948.968750
	Iteration 77Q: 3 clusters Score -1876567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1876595.000000 Penalty: 4948.968750
	Iteration 78Q: 3 clusters Score -1876595 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1876608.500000 Penalty: 4948.968750
	Iteration 79Q: 3 clusters Score -1876608 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1876619.000000 Penalty: 4948.968750
	Iteration 80F: 3 clusters Score -1876619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1876632.875000 Penalty: 4948.968750
	Iteration 81Q: 3 clusters Score -1876633 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1876646.500000 Penalty: 4948.968750
	Iteration 82Q: 3 clusters Score -1876646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1876658.000000 Penalty: 4948.968750
	Iteration 83Q: 3 clusters Score -1876658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1876666.125000 Penalty: 4948.968750
	Iteration 84Q: 3 clusters Score -1876666 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1876686.000000 Penalty: 4948.968750
	Iteration 85Q: 3 clusters Score -1876686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1876696.375000 Penalty: 4948.968750
	Iteration 86Q: 3 clusters Score -1876696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1876705.000000 Penalty: 4948.968750
	Iteration 87Q: 3 clusters Score -1876705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1876720.625000 Penalty: 4948.968750
	Iteration 88Q: 3 clusters Score -1876721 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1876732.000000 Penalty: 4948.968750
	Iteration 89Q: 3 clusters Score -1876732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1876751.750000 Penalty: 4948.968750
	Iteration 90Q: 3 clusters Score -1876752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1876768.250000 Penalty: 4948.968750
	Iteration 91Q: 3 clusters Score -1876768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1876782.500000 Penalty: 4948.968750
	Iteration 92Q: 3 clusters Score -1876782 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1876789.875000 Penalty: 4948.968750
	Iteration 93Q: 3 clusters Score -1876790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1876807.250000 Penalty: 4948.968750
	Iteration 94Q: 3 clusters Score -1876807 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1876816.375000 Penalty: 4948.968750
	Iteration 95Q: 3 clusters Score -1876816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
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Entering Unmasked Estep 
Score: -1876827.250000 Penalty: 4948.968750
	Iteration 96Q: 3 clusters Score -1876827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1876835.250000 Penalty: 4948.968750
	Iteration 97Q: 3 clusters Score -1876835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1876844.125000 Penalty: 4948.968750
	Iteration 98Q: 3 clusters Score -1876844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1876857.250000 Penalty: 4948.968750
	Iteration 99Q: 3 clusters Score -1876857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1876865.750000 Penalty: 4948.968750
	Iteration 100F: 3 clusters Score -1876866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1876872.750000 Penalty: 4948.968750
	Iteration 101Q: 3 clusters Score -1876873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1876878.750000 Penalty: 4948.968750
	Iteration 102Q: 3 clusters Score -1876879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1876881.125000 Penalty: 4948.968750
	Iteration 103Q: 3 clusters Score -1876881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1876897.625000 Penalty: 4948.968750
	Iteration 104Q: 3 clusters Score -1876898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1876901.250000 Penalty: 4948.968750
	Iteration 105Q: 3 clusters Score -1876901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1876915.125000 Penalty: 4948.968750
	Iteration 106Q: 3 clusters Score -1876915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1876927.625000 Penalty: 4948.968750
	Iteration 107Q: 3 clusters Score -1876928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1876932.375000 Penalty: 4948.968750
	Iteration 108Q: 3 clusters Score -1876932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1876940.250000 Penalty: 4948.968750
	Iteration 109Q: 3 clusters Score -1876940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1876944.000000 Penalty: 4948.968750
	Iteration 110Q: 3 clusters Score -1876944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1876944.000000 Penalty: 4948.968750
	Iteration 111Q: 3 clusters Score -1876944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1876951.750000 Penalty: 4948.968750
	Iteration 112Q: 3 clusters Score -1876952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1876967.000000 Penalty: 4948.968750
	Iteration 113Q: 3 clusters Score -1876967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1876964.125000 Penalty: 4948.968750
	Iteration 114Q: 3 clusters Score -1876964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1876972.250000 Penalty: 4948.968750
	Iteration 115Q: 3 clusters Score -1876972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1876985.750000 Penalty: 4948.968750
	Iteration 116Q: 3 clusters Score -1876986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1876988.375000 Penalty: 4948.968750
	Iteration 117Q: 3 clusters Score -1876988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1876988.000000 Penalty: 4948.968750
	Iteration 118Q: 3 clusters Score -1876988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1876994.375000 Penalty: 4948.968750
	Iteration 119Q: 3 clusters Score -1876994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1876999.750000 Penalty: 4948.968750
	Iteration 120F: 3 clusters Score -1877000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1877006.500000 Penalty: 4948.968750
	Iteration 121Q: 3 clusters Score -1877006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1877017.750000 Penalty: 4948.968750
	Iteration 122Q: 3 clusters Score -1877018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1877017.500000 Penalty: 4948.968750
	Iteration 123Q: 3 clusters Score -1877018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1877025.875000 Penalty: 4948.968750
	Iteration 124Q: 3 clusters Score -1877026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1877032.625000 Penalty: 4948.968750
	Iteration 125Q: 3 clusters Score -1877033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1877034.875000 Penalty: 4948.968750
	Iteration 126Q: 3 clusters Score -1877035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1877036.000000 Penalty: 4948.968750
	Iteration 127Q: 3 clusters Score -1877036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1877036.750000 Penalty: 4948.968750
	Iteration 128Q: 3 clusters Score -1877037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1877044.875000 Penalty: 4948.968750
	Iteration 129Q: 3 clusters Score -1877045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1877046.875000 Penalty: 4948.968750
	Iteration 130Q: 3 clusters Score -1877047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1877049.625000 Penalty: 4948.968750
	Iteration 131Q: 3 clusters Score -1877050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1877055.000000 Penalty: 4948.968750
	Iteration 132Q: 3 clusters Score -1877055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1877055.250000 Penalty: 4948.968750
	Iteration 133Q: 3 clusters Score -1877055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1877060.375000 Penalty: 4948.968750
	Iteration 134Q: 3 clusters Score -1877060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1877066.625000 Penalty: 4948.968750
	Iteration 135Q: 3 clusters Score -1877067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1877072.125000 Penalty: 4948.968750
	Iteration 136Q: 3 clusters Score -1877072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1877081.875000 Penalty: 4948.968750
	Iteration 137Q: 3 clusters Score -1877082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1877093.750000 Penalty: 4948.968750
	Iteration 138Q: 3 clusters Score -1877094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1877101.625000 Penalty: 4948.968750
	Iteration 139Q: 3 clusters Score -1877102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1877112.500000 Penalty: 4948.968750
	Iteration 140F: 3 clusters Score -1877112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1877116.250000 Penalty: 4948.968750
	Iteration 141Q: 3 clusters Score -1877116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1877118.250000 Penalty: 4948.968750
	Iteration 142Q: 3 clusters Score -1877118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1877120.750000 Penalty: 4948.968750
	Iteration 143Q: 3 clusters Score -1877121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1877126.875000 Penalty: 4948.968750
	Iteration 144Q: 3 clusters Score -1877127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1877136.625000 Penalty: 4948.968750
	Iteration 145Q: 3 clusters Score -1877137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1877139.750000 Penalty: 4948.968750
	Iteration 146Q: 3 clusters Score -1877140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1877145.625000 Penalty: 4948.968750
	Iteration 147Q: 3 clusters Score -1877146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1877153.750000 Penalty: 4948.968750
	Iteration 148Q: 3 clusters Score -1877154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1877164.875000 Penalty: 4948.968750
	Iteration 149Q: 3 clusters Score -1877165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1877166.375000 Penalty: 4948.968750
	Iteration 150Q: 3 clusters Score -1877166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1877176.250000 Penalty: 4948.968750
	Iteration 151Q: 3 clusters Score -1877176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1877176.250000 Penalty: 4948.968750
	Iteration 152Q: 3 clusters Score -1877176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1877186.750000 Penalty: 4948.968750
	Iteration 153Q: 3 clusters Score -1877187 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1877191.500000 Penalty: 4948.968750
	Iteration 154Q: 3 clusters Score -1877192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1877200.750000 Penalty: 4948.968750
	Iteration 155Q: 3 clusters Score -1877201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1877196.750000 Penalty: 4948.968750
	Iteration 156Q: 3 clusters Score -1877197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1877204.625000 Penalty: 4948.968750
	Iteration 157Q: 3 clusters Score -1877205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1877209.750000 Penalty: 4948.968750
	Iteration 158Q: 3 clusters Score -1877210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1877216.750000 Penalty: 4948.968750
	Iteration 159Q: 3 clusters Score -1877217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1877219.375000 Penalty: 4948.968750
	Iteration 160F: 3 clusters Score -1877219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1877223.250000 Penalty: 4948.968750
	Iteration 161Q: 3 clusters Score -1877223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1877227.875000 Penalty: 4948.968750
	Iteration 162Q: 3 clusters Score -1877228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1877230.500000 Penalty: 4948.968750
	Iteration 163Q: 3 clusters Score -1877230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1877236.000000 Penalty: 4948.968750
	Iteration 164Q: 3 clusters Score -1877236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1877238.500000 Penalty: 4948.968750
	Iteration 165Q: 3 clusters Score -1877238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1877236.750000 Penalty: 4948.968750
	Iteration 166Q: 3 clusters Score -1877237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1877241.875000 Penalty: 4948.968750
	Iteration 167Q: 3 clusters Score -1877242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1877251.875000 Penalty: 4948.968750
	Iteration 168Q: 3 clusters Score -1877252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1877250.750000 Penalty: 4948.968750
	Iteration 169Q: 3 clusters Score -1877251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1877251.125000 Penalty: 4948.968750
	Iteration 170Q: 3 clusters Score -1877251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1877254.000000 Penalty: 4948.968750
	Iteration 171Q: 3 clusters Score -1877254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1877263.750000 Penalty: 4948.968750
	Iteration 172Q: 3 clusters Score -1877264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1877274.375000 Penalty: 4948.968750
	Iteration 173Q: 3 clusters Score -1877274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1877277.250000 Penalty: 4948.968750
	Iteration 174Q: 3 clusters Score -1877277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1877282.375000 Penalty: 4948.968750
	Iteration 175Q: 3 clusters Score -1877282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1877287.375000 Penalty: 4948.968750
	Iteration 176Q: 3 clusters Score -1877287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1877287.875000 Penalty: 4948.968750
	Iteration 177Q: 3 clusters Score -1877288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1877288.750000 Penalty: 4948.968750
	Iteration 178Q: 3 clusters Score -1877289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1877287.250000 Penalty: 4948.968750
	Iteration 179Q: 3 clusters Score -1877287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1877296.500000 Penalty: 4948.968750
	Iteration 180F: 3 clusters Score -1877296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1877300.500000 Penalty: 4948.968750
	Iteration 181Q: 3 clusters Score -1877300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1877308.250000 Penalty: 4948.968750
	Iteration 182Q: 3 clusters Score -1877308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1877306.500000 Penalty: 4948.968750
	Iteration 183Q: 3 clusters Score -1877306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1877304.750000 Penalty: 4948.968750
	Iteration 184Q: 3 clusters Score -1877305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1877305.125000 Penalty: 4948.968750
	Iteration 185Q: 3 clusters Score -1877305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1877305.125000 Penalty: 4948.968750
	Iteration 186F: 3 clusters Score -1877305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -1707075.750000 Penalty: 2462.913574
	Iteration 0F: 2 clusters Score -1707076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1692507.250000 Penalty: 4925.827148
	Iteration 0F: 3 clusters Score -1692507 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1697371.625000 Penalty: 4925.827148
	Iteration 1F: 3 clusters Score -1697372 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1697853.375000 Penalty: 4925.827148
	Iteration 2F: 3 clusters Score -1697853 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1698283.250000 Penalty: 4925.827148
	Iteration 3F: 3 clusters Score -1698283 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1698721.625000 Penalty: 4925.827148
	Iteration 4Q: 3 clusters Score -1698722 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1699221.875000 Penalty: 4925.827148
	Iteration 5Q: 3 clusters Score -1699222 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1699887.750000 Penalty: 4925.827148
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Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 12614 members 
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Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 13059 members 
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Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 13090 members 
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Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 13095 members 
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Mstep: Class 1 contains 7453 members 
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Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 13103 members 
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Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 13078 members 
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Mstep: Class 1 contains 7527 members 
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Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 12990 members 
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Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 12933 members 
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Mstep: Class 1 contains 7680 members 
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Mstep: Class 1 contains 7724 members 
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Mstep: Class 1 contains 7752 members 
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Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12788 members 
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Mstep: Class 1 contains 7781 members 
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Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 12744 members 
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 12735 members 
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Mstep: Class 1 contains 7835 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12717 members 
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Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7881 members 
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Mstep: Class 1 contains 7888 members 
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Mstep: Class 1 contains 7922 members 
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Mstep: Class 1 contains 7955 members 
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Mstep: Class 1 contains 7976 members 
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Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 12561 members 
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 12542 members 
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Mstep: Class 1 contains 8079 members 
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	Iteration 62Q: 3 clusters Score -1706515 nChanged 95
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	Iteration 63Q: 3 clusters Score -1706532 nChanged 70
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	Iteration 64Q: 3 clusters Score -1706540 nChanged 73
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Mstep: Class 1 contains 8431 members 
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Mstep: Class 1 contains 8613 members 
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	Iteration 68Q: 3 clusters Score -1706601 nChanged 74
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	Iteration 69Q: 3 clusters Score -1706613 nChanged 66
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Mstep: Class 1 contains 8739 members 
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Mstep: Class 1 contains 8798 members 
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	Iteration 71Q: 3 clusters Score -1706642 nChanged 61
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Mstep: Class 1 contains 8859 members 
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	Iteration 72Q: 3 clusters Score -1706652 nChanged 64
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Mstep: Class 1 contains 8917 members 
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	Iteration 73Q: 3 clusters Score -1706671 nChanged 56
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Mstep: Class 1 contains 8969 members 
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	Iteration 74Q: 3 clusters Score -1706675 nChanged 55
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Mstep: Class 1 contains 9020 members 
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Mstep: Class 1 contains 9070 members 
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	Iteration 76Q: 3 clusters Score -1706702 nChanged 59
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Mstep: Class 1 contains 9123 members 
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	Iteration 77Q: 3 clusters Score -1706716 nChanged 68
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Mstep: Class 1 contains 9185 members 
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	Iteration 78Q: 3 clusters Score -1706728 nChanged 62
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Mstep: Class 1 contains 9245 members 
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	Iteration 79Q: 3 clusters Score -1706743 nChanged 70
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	Iteration 80F: 3 clusters Score -1706753 nChanged 66
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Mstep: Class 1 contains 9365 members 
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Mstep: Class 1 contains 9501 members 
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	Iteration 84Q: 3 clusters Score -1706821 nChanged 82
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Mstep: Class 1 contains 9726 members 
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	Iteration 91Q: 3 clusters Score -1706939 nChanged 68
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	Iteration 94Q: 3 clusters Score -1706977 nChanged 60
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	Iteration 95Q: 3 clusters Score -1706992 nChanged 65
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	Iteration 96Q: 3 clusters Score -1707008 nChanged 63
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	Iteration 97Q: 3 clusters Score -1707018 nChanged 60
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Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1707039.125000 Penalty: 4925.827148
	Iteration 99Q: 3 clusters Score -1707039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1707050.000000 Penalty: 4925.827148
	Iteration 100F: 3 clusters Score -1707050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1707060.625000 Penalty: 4925.827148
	Iteration 101Q: 3 clusters Score -1707061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1707070.500000 Penalty: 4925.827148
	Iteration 102Q: 3 clusters Score -1707070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1707073.000000 Penalty: 4925.827148
	Iteration 103Q: 3 clusters Score -1707073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1707078.000000 Penalty: 4925.827148
	Iteration 104Q: 3 clusters Score -1707078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1707088.000000 Penalty: 4925.827148
	Iteration 105Q: 3 clusters Score -1707088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1707094.625000 Penalty: 4925.827148
	Iteration 106Q: 3 clusters Score -1707095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1707098.000000 Penalty: 4925.827148
	Iteration 107Q: 3 clusters Score -1707098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1707101.250000 Penalty: 4925.827148
	Iteration 108Q: 3 clusters Score -1707101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1707101.500000 Penalty: 4925.827148
	Iteration 109Q: 3 clusters Score -1707102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1707109.250000 Penalty: 4925.827148
	Iteration 110Q: 3 clusters Score -1707109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1707110.375000 Penalty: 4925.827148
	Iteration 111Q: 3 clusters Score -1707110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1707111.250000 Penalty: 4925.827148
	Iteration 112Q: 3 clusters Score -1707111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1707111.625000 Penalty: 4925.827148
	Iteration 113Q: 3 clusters Score -1707112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1707114.500000 Penalty: 4925.827148
	Iteration 114Q: 3 clusters Score -1707114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1707115.500000 Penalty: 4925.827148
	Iteration 115Q: 3 clusters Score -1707116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1707117.000000 Penalty: 4925.827148
	Iteration 116Q: 3 clusters Score -1707117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1707114.500000 Penalty: 4925.827148
	Iteration 117Q: 3 clusters Score -1707114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1707115.000000 Penalty: 4925.827148
	Iteration 118Q: 3 clusters Score -1707115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1707113.875000 Penalty: 4925.827148
	Iteration 119Q: 3 clusters Score -1707114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1707114.625000 Penalty: 4925.827148
	Iteration 120F: 3 clusters Score -1707115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1707115.625000 Penalty: 4925.827148
	Iteration 121Q: 3 clusters Score -1707116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1707114.000000 Penalty: 4925.827148
	Iteration 122Q: 3 clusters Score -1707114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1707115.375000 Penalty: 4925.827148
	Iteration 123Q: 3 clusters Score -1707115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1707115.750000 Penalty: 4925.827148
	Iteration 124Q: 3 clusters Score -1707116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1707117.750000 Penalty: 4925.827148
	Iteration 125Q: 3 clusters Score -1707118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1707117.375000 Penalty: 4925.827148
	Iteration 126Q: 3 clusters Score -1707117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1707118.625000 Penalty: 4925.827148
	Iteration 127Q: 3 clusters Score -1707119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1707118.625000 Penalty: 4925.827148
	Iteration 128F: 3 clusters Score -1707119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 11152 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Mstep: Class 52 contains 9408 members 
Entering Unmasked Estep 
Score: -51170032.000000 Penalty: 172761.734375
Splitting cluster 45 changes total score from -51171116.000000 to -51170032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (6832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Entering Unmasked Estep 
Score: -569018.375000 Penalty: 2189.684326
	Iteration 0F: 2 clusters Score -569018.4 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 3456 members 
Entering Unmasked Estep 
Score: -563418.875000 Penalty: 4379.368652
	Iteration 0F: 3 clusters Score -563418.9 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -564848.437500 Penalty: 4379.368652
	Iteration 1F: 3 clusters Score -564848.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -565133.062500 Penalty: 4379.368652
	Iteration 2F: 3 clusters Score -565133.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -565309.250000 Penalty: 4379.368652
	Iteration 3F: 3 clusters Score -565309.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -565436.250000 Penalty: 4379.368652
	Iteration 4Q: 3 clusters Score -565436.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -565539.250000 Penalty: 4379.368652
	Iteration 5Q: 3 clusters Score -565539.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -565636.062500 Penalty: 4379.368652
	Iteration 6Q: 3 clusters Score -565636.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -565715.437500 Penalty: 4379.368652
	Iteration 7Q: 3 clusters Score -565715.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -565773.625000 Penalty: 4379.368652
	Iteration 8Q: 3 clusters Score -565773.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -565830.250000 Penalty: 4379.368652
	Iteration 9Q: 3 clusters Score -565830.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -565894.750000 Penalty: 4379.368652
	Iteration 10Q: 3 clusters Score -565894.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -565975.750000 Penalty: 4379.368652
	Iteration 11Q: 3 clusters Score -565975.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -566065.375000 Penalty: 4379.368652
	Iteration 12Q: 3 clusters Score -566065.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -566161.000000 Penalty: 4379.368652
	Iteration 13Q: 3 clusters Score -566161 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -566271.562500 Penalty: 4379.368652
	Iteration 14Q: 3 clusters Score -566271.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -566389.500000 Penalty: 4379.368652
	Iteration 15Q: 3 clusters Score -566389.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -566511.812500 Penalty: 4379.368652
	Iteration 16Q: 3 clusters Score -566511.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -566613.375000 Penalty: 4379.368652
	Iteration 17Q: 3 clusters Score -566613.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -566706.812500 Penalty: 4379.368652
	Iteration 18Q: 3 clusters Score -566706.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -566777.937500 Penalty: 4379.368652
	Iteration 19Q: 3 clusters Score -566777.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -566841.312500 Penalty: 4379.368652
	Iteration 20F: 3 clusters Score -566841.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -566892.562500 Penalty: 4379.368652
	Iteration 21Q: 3 clusters Score -566892.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -566930.875000 Penalty: 4379.368652
	Iteration 22Q: 3 clusters Score -566930.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -566964.562500 Penalty: 4379.368652
	Iteration 23Q: 3 clusters Score -566964.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -567002.500000 Penalty: 4379.368652
	Iteration 24Q: 3 clusters Score -567002.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -567030.875000 Penalty: 4379.368652
	Iteration 25Q: 3 clusters Score -567030.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -567049.812500 Penalty: 4379.368652
	Iteration 26Q: 3 clusters Score -567049.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -567070.812500 Penalty: 4379.368652
	Iteration 27Q: 3 clusters Score -567070.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -567092.187500 Penalty: 4379.368652
	Iteration 28Q: 3 clusters Score -567092.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -567103.062500 Penalty: 4379.368652
	Iteration 29Q: 3 clusters Score -567103.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -567108.437500 Penalty: 4379.368652
	Iteration 30Q: 3 clusters Score -567108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -567112.062500 Penalty: 4379.368652
	Iteration 31Q: 3 clusters Score -567112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -567114.687500 Penalty: 4379.368652
	Iteration 32Q: 3 clusters Score -567114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -567120.937500 Penalty: 4379.368652
	Iteration 33Q: 3 clusters Score -567120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -567123.625000 Penalty: 4379.368652
	Iteration 34Q: 3 clusters Score -567123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -567129.062500 Penalty: 4379.368652
	Iteration 35Q: 3 clusters Score -567129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -567136.000000 Penalty: 4379.368652
	Iteration 36Q: 3 clusters Score -567136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -567140.125000 Penalty: 4379.368652
	Iteration 37Q: 3 clusters Score -567140.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -567145.375000 Penalty: 4379.368652
	Iteration 38Q: 3 clusters Score -567145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -567150.250000 Penalty: 4379.368652
	Iteration 39Q: 3 clusters Score -567150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -567152.625000 Penalty: 4379.368652
	Iteration 40F: 3 clusters Score -567152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -567154.062500 Penalty: 4379.368652
	Iteration 41Q: 3 clusters Score -567154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -567156.937500 Penalty: 4379.368652
	Iteration 42Q: 3 clusters Score -567156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -567156.687500 Penalty: 4379.368652
	Iteration 43Q: 3 clusters Score -567156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -567158.125000 Penalty: 4379.368652
	Iteration 44Q: 3 clusters Score -567158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -567158.312500 Penalty: 4379.368652
	Iteration 45Q: 3 clusters Score -567158.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -567158.250000 Penalty: 4379.368652
	Iteration 46Q: 3 clusters Score -567158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -567159.687500 Penalty: 4379.368652
	Iteration 47Q: 3 clusters Score -567159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -567158.562500 Penalty: 4379.368652
	Iteration 48Q: 3 clusters Score -567158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -567160.437500 Penalty: 4379.368652
	Iteration 49Q: 3 clusters Score -567160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -567160.437500 Penalty: 4379.368652
	Iteration 50F: 3 clusters Score -567160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Entering Unmasked Estep 
Score: -450999.281250 Penalty: 2137.070557
	Iteration 0F: 2 clusters Score -450999.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -446153.468750 Penalty: 4274.141113
	Iteration 0F: 3 clusters Score -446153.5 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -447308.218750 Penalty: 4274.141113
	Iteration 1F: 3 clusters Score -447308.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -447530.906250 Penalty: 4274.141113
	Iteration 2F: 3 clusters Score -447530.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -447657.375000 Penalty: 4274.141113
	Iteration 3Q: 3 clusters Score -447657.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -447750.718750 Penalty: 4274.141113
	Iteration 4Q: 3 clusters Score -447750.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -447826.937500 Penalty: 4274.141113
	Iteration 5Q: 3 clusters Score -447826.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -447884.281250 Penalty: 4274.141113
	Iteration 6Q: 3 clusters Score -447884.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -447924.562500 Penalty: 4274.141113
	Iteration 7Q: 3 clusters Score -447924.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -447965.968750 Penalty: 4274.141113
	Iteration 8Q: 3 clusters Score -447966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -448033.781250 Penalty: 4274.141113
	Iteration 9Q: 3 clusters Score -448033.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -448119.000000 Penalty: 4274.141113
	Iteration 10Q: 3 clusters Score -448119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -448255.437500 Penalty: 4274.141113
	Iteration 11Q: 3 clusters Score -448255.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -448523.937500 Penalty: 4274.141113
	Iteration 12Q: 3 clusters Score -448523.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -448862.656250 Penalty: 4274.141113
	Iteration 13Q: 3 clusters Score -448862.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -449255.625000 Penalty: 4274.141113
	Iteration 14F: 3 clusters Score -449255.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -449629.093750 Penalty: 4274.141113
	Iteration 15F: 3 clusters Score -449629.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -449903.156250 Penalty: 4274.141113
	Iteration 16F: 3 clusters Score -449903.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -450086.625000 Penalty: 4274.141113
	Iteration 17Q: 3 clusters Score -450086.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -450224.343750 Penalty: 4274.141113
	Iteration 18Q: 3 clusters Score -450224.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -450354.718750 Penalty: 4274.141113
	Iteration 19Q: 3 clusters Score -450354.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -450471.093750 Penalty: 4274.141113
	Iteration 20F: 3 clusters Score -450471.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -450591.531250 Penalty: 4274.141113
	Iteration 21Q: 3 clusters Score -450591.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -450729.781250 Penalty: 4274.141113
	Iteration 22Q: 3 clusters Score -450729.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -450872.093750 Penalty: 4274.141113
	Iteration 23Q: 3 clusters Score -450872.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -450976.562500 Penalty: 4274.141113
	Iteration 24Q: 3 clusters Score -450976.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -451026.843750 Penalty: 4274.141113
	Iteration 25Q: 3 clusters Score -451026.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -451070.781250 Penalty: 4274.141113
	Iteration 26Q: 3 clusters Score -451070.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -451096.843750 Penalty: 4274.141113
	Iteration 27Q: 3 clusters Score -451096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -451106.875000 Penalty: 4274.141113
	Iteration 28Q: 3 clusters Score -451106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -451113.500000 Penalty: 4274.141113
	Iteration 29Q: 3 clusters Score -451113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -451115.375000 Penalty: 4274.141113
	Iteration 30Q: 3 clusters Score -451115.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -451117.875000 Penalty: 4274.141113
	Iteration 31Q: 3 clusters Score -451117.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -451124.000000 Penalty: 4274.141113
	Iteration 32Q: 3 clusters Score -451124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -451125.406250 Penalty: 4274.141113
	Iteration 33Q: 3 clusters Score -451125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -451127.312500 Penalty: 4274.141113
	Iteration 34Q: 3 clusters Score -451127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -451128.031250 Penalty: 4274.141113
	Iteration 35Q: 3 clusters Score -451128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -451128.156250 Penalty: 4274.141113
	Iteration 36Q: 3 clusters Score -451128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -451129.531250 Penalty: 4274.141113
	Iteration 37Q: 3 clusters Score -451129.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -451129.906250 Penalty: 4274.141113
	Iteration 38Q: 3 clusters Score -451129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -451131.906250 Penalty: 4274.141113
	Iteration 39Q: 3 clusters Score -451131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -451133.656250 Penalty: 4274.141113
	Iteration 40F: 3 clusters Score -451133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -451134.593750 Penalty: 4274.141113
	Iteration 41Q: 3 clusters Score -451134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -451135.031250 Penalty: 4274.141113
	Iteration 42Q: 3 clusters Score -451135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -451136.468750 Penalty: 4274.141113
	Iteration 43Q: 3 clusters Score -451136.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -451137.218750 Penalty: 4274.141113
	Iteration 44Q: 3 clusters Score -451137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -451140.937500 Penalty: 4274.141113
	Iteration 45Q: 3 clusters Score -451140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -451140.968750 Penalty: 4274.141113
	Iteration 46Q: 3 clusters Score -451141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -451142.000000 Penalty: 4274.141113
	Iteration 47Q: 3 clusters Score -451142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -451143.593750 Penalty: 4274.141113
	Iteration 48Q: 3 clusters Score -451143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -451145.843750 Penalty: 4274.141113
	Iteration 49Q: 3 clusters Score -451145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -451147.968750 Penalty: 4274.141113
	Iteration 50Q: 3 clusters Score -451148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -451149.125000 Penalty: 4274.141113
	Iteration 51Q: 3 clusters Score -451149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -451149.375000 Penalty: 4274.141113
	Iteration 52Q: 3 clusters Score -451149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -451150.343750 Penalty: 4274.141113
	Iteration 53Q: 3 clusters Score -451150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -451150.906250 Penalty: 4274.141113
	Iteration 54Q: 3 clusters Score -451150.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -451150.906250 Penalty: 4274.141113
	Iteration 55F: 3 clusters Score -451150.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 1054 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Mstep: Class 52 contains 4472 members 
Entering Unmasked Estep 
Score: -51169916.000000 Penalty: 172761.734375
Splitting cluster 47 changes total score from -51171116.000000 to -51169916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -670479.875000 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -670479.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -663914.875000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -663914.9 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -665860.500000 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -665860.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -666314.750000 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -666314.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -666746.250000 Penalty: 4476.208008
	Iteration 3F: 3 clusters Score -666746.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -667141.750000 Penalty: 4476.208008
	Iteration 4F: 3 clusters Score -667141.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -667513.062500 Penalty: 4476.208008
	Iteration 5F: 3 clusters Score -667513.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -667844.625000 Penalty: 4476.208008
	Iteration 6F: 3 clusters Score -667844.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -668067.000000 Penalty: 4476.208008
	Iteration 7Q: 3 clusters Score -668067 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -668269.312500 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -668269.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -668483.500000 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -668483.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -668693.125000 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -668693.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -668883.625000 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -668883.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -669009.125000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -669009.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -669111.062500 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -669111.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -669205.062500 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -669205.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -669295.500000 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -669295.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -669369.812500 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -669369.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -669438.062500 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -669438.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -669504.312500 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -669504.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -669557.812500 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -669557.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -669597.687500 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -669597.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -669623.562500 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -669623.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -669643.125000 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -669643.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -669657.562500 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -669657.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -669668.125000 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -669668.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -669674.500000 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -669674.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -669685.312500 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -669685.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -669687.812500 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -669687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -669691.625000 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -669691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -669691.312500 Penalty: 4476.208008
	Iteration 29Q: 3 clusters Score -669691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -669693.875000 Penalty: 4476.208008
	Iteration 30Q: 3 clusters Score -669693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -669693.250000 Penalty: 4476.208008
	Iteration 31Q: 3 clusters Score -669693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -669695.875000 Penalty: 4476.208008
	Iteration 32Q: 3 clusters Score -669695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -669695.437500 Penalty: 4476.208008
	Iteration 33Q: 3 clusters Score -669695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -669696.625000 Penalty: 4476.208008
	Iteration 34Q: 3 clusters Score -669696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -669696.687500 Penalty: 4476.208008
	Iteration 35Q: 3 clusters Score -669696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -669696.687500 Penalty: 4476.208008
	Iteration 36F: 3 clusters Score -669696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Entering Unmasked Estep 
Score: -1648824.250000 Penalty: 2457.239990
	Iteration 0F: 2 clusters Score -1648824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1634654.625000 Penalty: 4914.479980
	Iteration 0F: 3 clusters Score -1634655 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1639583.000000 Penalty: 4914.479980
	Iteration 1F: 3 clusters Score -1639583 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1640178.125000 Penalty: 4914.479980
	Iteration 2F: 3 clusters Score -1640178 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1640757.125000 Penalty: 4914.479980
	Iteration 3F: 3 clusters Score -1640757 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1641485.500000 Penalty: 4914.479980
	Iteration 4F: 3 clusters Score -1641486 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1642495.625000 Penalty: 4914.479980
	Iteration 5F: 3 clusters Score -1642496 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1643851.000000 Penalty: 4914.479980
	Iteration 6F: 3 clusters Score -1643851 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1645264.375000 Penalty: 4914.479980
	Iteration 7F: 3 clusters Score -1645264 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1646549.250000 Penalty: 4914.479980
	Iteration 8F: 3 clusters Score -1646549 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1647464.250000 Penalty: 4914.479980
	Iteration 9Q: 3 clusters Score -1647464 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1648034.125000 Penalty: 4914.479980
	Iteration 10Q: 3 clusters Score -1648034 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1648347.625000 Penalty: 4914.479980
	Iteration 11Q: 3 clusters Score -1648348 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1648457.250000 Penalty: 4914.479980
	Iteration 12Q: 3 clusters Score -1648457 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1648503.000000 Penalty: 4914.479980
	Iteration 13Q: 3 clusters Score -1648503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1648521.000000 Penalty: 4914.479980
	Iteration 14Q: 3 clusters Score -1648521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1648535.625000 Penalty: 4914.479980
	Iteration 15Q: 3 clusters Score -1648536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1648551.125000 Penalty: 4914.479980
	Iteration 16Q: 3 clusters Score -1648551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1648555.625000 Penalty: 4914.479980
	Iteration 17Q: 3 clusters Score -1648556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1648557.750000 Penalty: 4914.479980
	Iteration 18Q: 3 clusters Score -1648558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1648562.000000 Penalty: 4914.479980
	Iteration 19Q: 3 clusters Score -1648562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1648566.250000 Penalty: 4914.479980
	Iteration 20F: 3 clusters Score -1648566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1648566.000000 Penalty: 4914.479980
	Iteration 21Q: 3 clusters Score -1648566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1648569.875000 Penalty: 4914.479980
	Iteration 22Q: 3 clusters Score -1648570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1648573.000000 Penalty: 4914.479980
	Iteration 23Q: 3 clusters Score -1648573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1648570.375000 Penalty: 4914.479980
	Iteration 24Q: 3 clusters Score -1648570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1648567.375000 Penalty: 4914.479980
	Iteration 25Q: 3 clusters Score -1648567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1648569.000000 Penalty: 4914.479980
	Iteration 26Q: 3 clusters Score -1648569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1648570.500000 Penalty: 4914.479980
	Iteration 27Q: 3 clusters Score -1648570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1648571.750000 Penalty: 4914.479980
	Iteration 28Q: 3 clusters Score -1648572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1648573.375000 Penalty: 4914.479980
	Iteration 29Q: 3 clusters Score -1648573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1648571.500000 Penalty: 4914.479980
	Iteration 30Q: 3 clusters Score -1648572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1648571.875000 Penalty: 4914.479980
	Iteration 31Q: 3 clusters Score -1648572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1648572.625000 Penalty: 4914.479980
	Iteration 32Q: 3 clusters Score -1648573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1648571.875000 Penalty: 4914.479980
	Iteration 33Q: 3 clusters Score -1648572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1648571.750000 Penalty: 4914.479980
	Iteration 34Q: 3 clusters Score -1648572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1648572.250000 Penalty: 4914.479980
	Iteration 35Q: 3 clusters Score -1648572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1648569.875000 Penalty: 4914.479980
	Iteration 36Q: 3 clusters Score -1648570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1648572.750000 Penalty: 4914.479980
	Iteration 37Q: 3 clusters Score -1648573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1648572.000000 Penalty: 4914.479980
	Iteration 38Q: 3 clusters Score -1648572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1648572.000000 Penalty: 4914.479980
	Iteration 39F: 3 clusters Score -1648572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -82402.687500 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -82402.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80437.328125 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -80437.33 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80709.875000 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -80709.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -80784.109375 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -80784.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -80821.945312 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -80821.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -80853.953125 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -80853.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -80888.078125 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -80888.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -80907.539062 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -80907.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -80924.796875 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -80924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -80932.554688 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -80932.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -80938.734375 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -80938.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -80951.218750 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -80951.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80963.750000 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -80963.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -80978.406250 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -80978.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -80995.164062 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -80995.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -81000.984375 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -81000.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -81002.757812 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -81002.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -81004.890625 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -81004.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -81006.718750 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -81006.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -81011.085938 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -81011.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -81014.132812 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -81014.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -81021.320312 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -81021.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -81040.750000 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -81040.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -81059.304688 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -81059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -81071.968750 Penalty: 3458.877441
	Iteration 23Q: 3 clusters Score -81071.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -81087.437500 Penalty: 3458.877441
	Iteration 24Q: 3 clusters Score -81087.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -81103.015625 Penalty: 3458.877441
	Iteration 25Q: 3 clusters Score -81103.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -81111.664062 Penalty: 3458.877441
	Iteration 26Q: 3 clusters Score -81111.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -81117.867188 Penalty: 3458.877441
	Iteration 27Q: 3 clusters Score -81117.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -81118.859375 Penalty: 3458.877441
	Iteration 28Q: 3 clusters Score -81118.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -81122.906250 Penalty: 3458.877441
	Iteration 29Q: 3 clusters Score -81122.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -81124.507812 Penalty: 3458.877441
	Iteration 30Q: 3 clusters Score -81124.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -81124.789062 Penalty: 3458.877441
	Iteration 31Q: 3 clusters Score -81124.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -81125.187500 Penalty: 3458.877441
	Iteration 32Q: 3 clusters Score -81125.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -81125.187500 Penalty: 3458.877441
	Iteration 33F: 3 clusters Score -81125.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (19878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Entering Unmasked Estep 
Score: -1703607.500000 Penalty: 2454.547363
	Iteration 0F: 2 clusters Score -1703608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1689611.625000 Penalty: 4909.094727
	Iteration 0F: 3 clusters Score -1689612 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1694227.375000 Penalty: 4909.094727
	Iteration 1F: 3 clusters Score -1694227 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1694618.250000 Penalty: 4909.094727
	Iteration 2F: 3 clusters Score -1694618 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1694989.625000 Penalty: 4909.094727
	Iteration 3Q: 3 clusters Score -1694990 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1695400.625000 Penalty: 4909.094727
	Iteration 4Q: 3 clusters Score -1695401 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1695967.000000 Penalty: 4909.094727
	Iteration 5F: 3 clusters Score -1695967 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1696709.250000 Penalty: 4909.094727
	Iteration 6F: 3 clusters Score -1696709 nChanged 1236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1699050 nChanged 939
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1699522 nChanged 696
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Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1699787 nChanged 474
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Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1699939 nChanged 328
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Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1700032 nChanged 253
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Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1700085 nChanged 182
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Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1700119.375000 Penalty: 4909.094727
	Iteration 15Q: 3 clusters Score -1700119 nChanged 159
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Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1700143.500000 Penalty: 4909.094727
	Iteration 16Q: 3 clusters Score -1700144 nChanged 126
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Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1700157.500000 Penalty: 4909.094727
	Iteration 17Q: 3 clusters Score -1700158 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1700178 nChanged 88
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Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1700200 nChanged 100
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Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1700207.000000 Penalty: 4909.094727
	Iteration 20F: 3 clusters Score -1700207 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1700223.250000 Penalty: 4909.094727
	Iteration 21Q: 3 clusters Score -1700223 nChanged 77
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Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1700233.375000 Penalty: 4909.094727
	Iteration 22Q: 3 clusters Score -1700233 nChanged 69
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Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1700243 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1700253.250000 Penalty: 4909.094727
	Iteration 24Q: 3 clusters Score -1700253 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1700269 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1700277.625000 Penalty: 4909.094727
	Iteration 26Q: 3 clusters Score -1700278 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1700279 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1700284 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1700302.500000 Penalty: 4909.094727
	Iteration 29Q: 3 clusters Score -1700302 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1700321.750000 Penalty: 4909.094727
	Iteration 30Q: 3 clusters Score -1700322 nChanged 78
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Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1700333.375000 Penalty: 4909.094727
	Iteration 31Q: 3 clusters Score -1700333 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1700349 nChanged 74
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Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1700356 nChanged 64
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Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1700362 nChanged 78
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Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1700371.250000 Penalty: 4909.094727
	Iteration 35Q: 3 clusters Score -1700371 nChanged 70
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Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1700382 nChanged 63
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Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6806 members 
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	Iteration 37Q: 3 clusters Score -1700396 nChanged 67
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Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6775 members 
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	Iteration 38Q: 3 clusters Score -1700413 nChanged 78
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Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1700426 nChanged 73
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Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1700437.875000 Penalty: 4909.094727
	Iteration 40F: 3 clusters Score -1700438 nChanged 77
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Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1700452 nChanged 65
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Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1700459 nChanged 51
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Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1700473 nChanged 49
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Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 6622 members 
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	Iteration 44Q: 3 clusters Score -1700474 nChanged 44
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Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1700480 nChanged 41
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Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 6571 members 
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	Iteration 46Q: 3 clusters Score -1700481 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1700488 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 6530 members 
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	Iteration 48Q: 3 clusters Score -1700495 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1700507 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1700511.375000 Penalty: 4909.094727
	Iteration 50Q: 3 clusters Score -1700511 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1700522 nChanged 44
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Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 6430 members 
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Score: -1700532.375000 Penalty: 4909.094727
	Iteration 52Q: 3 clusters Score -1700532 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 6389 members 
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	Iteration 53Q: 3 clusters Score -1700537 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1700546.250000 Penalty: 4909.094727
	Iteration 54Q: 3 clusters Score -1700546 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1700549 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 6292 members 
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	Iteration 56Q: 3 clusters Score -1700561 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1700569 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1700575.750000 Penalty: 4909.094727
	Iteration 58Q: 3 clusters Score -1700576 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1700585 nChanged 43
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Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1700598.125000 Penalty: 4909.094727
	Iteration 60F: 3 clusters Score -1700598 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1700603.750000 Penalty: 4909.094727
	Iteration 61Q: 3 clusters Score -1700604 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1700612.750000 Penalty: 4909.094727
	Iteration 62Q: 3 clusters Score -1700613 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 6019 members 
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	Iteration 63Q: 3 clusters Score -1700625 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1700631.625000 Penalty: 4909.094727
	Iteration 64Q: 3 clusters Score -1700632 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1700633.625000 Penalty: 4909.094727
	Iteration 65Q: 3 clusters Score -1700634 nChanged 49
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Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1700640.375000 Penalty: 4909.094727
	Iteration 66Q: 3 clusters Score -1700640 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1700642.625000 Penalty: 4909.094727
	Iteration 67Q: 3 clusters Score -1700643 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1700648.750000 Penalty: 4909.094727
	Iteration 68Q: 3 clusters Score -1700649 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1700648.875000 Penalty: 4909.094727
	Iteration 69Q: 3 clusters Score -1700649 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1700649 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1700651 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 5803 members 
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	Iteration 72Q: 3 clusters Score -1700650 nChanged 5
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Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1700649 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1700650 nChanged 3
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Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1700651.250000 Penalty: 4909.094727
	Iteration 75Q: 3 clusters Score -1700651 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 5785 members 
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	Iteration 76Q: 3 clusters Score -1700652 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 5779 members 
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	Iteration 77Q: 3 clusters Score -1700655 nChanged 10
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Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1700659 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1700654 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1700660.625000 Penalty: 4909.094727
	Iteration 80F: 3 clusters Score -1700661 nChanged 8
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Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1700664 nChanged 14
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Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 5728 members 
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	Iteration 82Q: 3 clusters Score -1700661 nChanged 14
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Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1700664 nChanged 17
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Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1700666 nChanged 20
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Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1700670 nChanged 26
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Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1700673 nChanged 39
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Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1700681 nChanged 40
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Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 5578 members 
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	Iteration 88Q: 3 clusters Score -1700690 nChanged 45
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Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1700699 nChanged 44
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Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1700703 nChanged 48
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Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1700711 nChanged 48
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Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1700716.125000 Penalty: 4909.094727
	Iteration 92Q: 3 clusters Score -1700716 nChanged 52
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Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1700730 nChanged 64
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Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1700737 nChanged 54
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Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1700749 nChanged 47
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Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1700756 nChanged 59
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Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1700770 nChanged 66
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Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5075 members 
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	Iteration 98Q: 3 clusters Score -1700779 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1700807.375000 Penalty: 4909.094727
	Iteration 99Q: 3 clusters Score -1700807 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1700827.500000 Penalty: 4909.094727
	Iteration 100F: 3 clusters Score -1700828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1700857.250000 Penalty: 4909.094727
	Iteration 101Q: 3 clusters Score -1700857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1700878.375000 Penalty: 4909.094727
	Iteration 102Q: 3 clusters Score -1700878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1700899.625000 Penalty: 4909.094727
	Iteration 103Q: 3 clusters Score -1700900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1700908.125000 Penalty: 4909.094727
	Iteration 104Q: 3 clusters Score -1700908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1700916.000000 Penalty: 4909.094727
	Iteration 105Q: 3 clusters Score -1700916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1700932.500000 Penalty: 4909.094727
	Iteration 106Q: 3 clusters Score -1700932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1700950.125000 Penalty: 4909.094727
	Iteration 107Q: 3 clusters Score -1700950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1700955.875000 Penalty: 4909.094727
	Iteration 108Q: 3 clusters Score -1700956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1700964.500000 Penalty: 4909.094727
	Iteration 109Q: 3 clusters Score -1700964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1700980.000000 Penalty: 4909.094727
	Iteration 110Q: 3 clusters Score -1700980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1700995.500000 Penalty: 4909.094727
	Iteration 111Q: 3 clusters Score -1700996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1701012.000000 Penalty: 4909.094727
	Iteration 112Q: 3 clusters Score -1701012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1701016.125000 Penalty: 4909.094727
	Iteration 113Q: 3 clusters Score -1701016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1701022.500000 Penalty: 4909.094727
	Iteration 114Q: 3 clusters Score -1701022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1701025.750000 Penalty: 4909.094727
	Iteration 115Q: 3 clusters Score -1701026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1701039.250000 Penalty: 4909.094727
	Iteration 116Q: 3 clusters Score -1701039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1701056.250000 Penalty: 4909.094727
	Iteration 117Q: 3 clusters Score -1701056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1701071.000000 Penalty: 4909.094727
	Iteration 118Q: 3 clusters Score -1701071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1701089.875000 Penalty: 4909.094727
	Iteration 119Q: 3 clusters Score -1701090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1701104.875000 Penalty: 4909.094727
	Iteration 120F: 3 clusters Score -1701105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1701109.750000 Penalty: 4909.094727
	Iteration 121Q: 3 clusters Score -1701110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1701119.125000 Penalty: 4909.094727
	Iteration 122Q: 3 clusters Score -1701119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1701127.000000 Penalty: 4909.094727
	Iteration 123Q: 3 clusters Score -1701127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1701135.250000 Penalty: 4909.094727
	Iteration 124Q: 3 clusters Score -1701135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1701143.125000 Penalty: 4909.094727
	Iteration 125Q: 3 clusters Score -1701143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1701154.500000 Penalty: 4909.094727
	Iteration 126Q: 3 clusters Score -1701154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1701165.000000 Penalty: 4909.094727
	Iteration 127Q: 3 clusters Score -1701165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1701175.500000 Penalty: 4909.094727
	Iteration 128Q: 3 clusters Score -1701176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1701184.250000 Penalty: 4909.094727
	Iteration 129Q: 3 clusters Score -1701184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1701200.500000 Penalty: 4909.094727
	Iteration 130Q: 3 clusters Score -1701200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1701212.375000 Penalty: 4909.094727
	Iteration 131Q: 3 clusters Score -1701212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1701228.750000 Penalty: 4909.094727
	Iteration 132Q: 3 clusters Score -1701229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1701256.000000 Penalty: 4909.094727
	Iteration 133Q: 3 clusters Score -1701256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1701274.875000 Penalty: 4909.094727
	Iteration 134Q: 3 clusters Score -1701275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1701287.500000 Penalty: 4909.094727
	Iteration 135Q: 3 clusters Score -1701288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1701299.500000 Penalty: 4909.094727
	Iteration 136Q: 3 clusters Score -1701300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1701304.500000 Penalty: 4909.094727
	Iteration 137Q: 3 clusters Score -1701304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1701319.750000 Penalty: 4909.094727
	Iteration 138Q: 3 clusters Score -1701320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1701320.250000 Penalty: 4909.094727
	Iteration 139Q: 3 clusters Score -1701320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1701328.625000 Penalty: 4909.094727
	Iteration 140F: 3 clusters Score -1701329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1701335.000000 Penalty: 4909.094727
	Iteration 141Q: 3 clusters Score -1701335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1701332.750000 Penalty: 4909.094727
	Iteration 142Q: 3 clusters Score -1701333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1701336.750000 Penalty: 4909.094727
	Iteration 143Q: 3 clusters Score -1701337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1701341.625000 Penalty: 4909.094727
	Iteration 144Q: 3 clusters Score -1701342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1701342.500000 Penalty: 4909.094727
	Iteration 145Q: 3 clusters Score -1701342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1701342.250000 Penalty: 4909.094727
	Iteration 146Q: 3 clusters Score -1701342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1701343.125000 Penalty: 4909.094727
	Iteration 147Q: 3 clusters Score -1701343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1701341.625000 Penalty: 4909.094727
	Iteration 148Q: 3 clusters Score -1701342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1701341.000000 Penalty: 4909.094727
	Iteration 149Q: 3 clusters Score -1701341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1701344.125000 Penalty: 4909.094727
	Iteration 150Q: 3 clusters Score -1701344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1701344.375000 Penalty: 4909.094727
	Iteration 151Q: 3 clusters Score -1701344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1701344.375000 Penalty: 4909.094727
	Iteration 152Q: 3 clusters Score -1701344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1701347.125000 Penalty: 4909.094727
	Iteration 153Q: 3 clusters Score -1701347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1701347.125000 Penalty: 4909.094727
	Iteration 154F: 3 clusters Score -1701347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22028 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3172 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12484 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2713 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8305 members 
Mstep: Class 49 contains 20095 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171024.000000 Penalty: 169439.390625
Iteration 199Q: 52 clusters Score -5.117102e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 9268 members 
Mstep: Class 5 contains 13874 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8000 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60556 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22027 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11621 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4547 members 
Mstep: Class 29 contains 3170 members 
Mstep: Class 30 contains 8207 members 
Mstep: Class 31 contains 12472 members 
Mstep: Class 32 contains 24073 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16984 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20561 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8309 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171048.000000 Penalty: 169439.390625
Iteration 200F: 52 clusters Score -5.117105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 13881 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8000 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60555 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22021 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4547 members 
Mstep: Class 29 contains 3162 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12465 members 
Mstep: Class 32 contains 24071 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4779 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16984 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20560 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8310 members 
Mstep: Class 49 contains 20101 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171080.000000 Penalty: 169439.390625
Iteration 201Q: 52 clusters Score -5.117108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 9260 members 
Mstep: Class 5 contains 13886 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1799 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22018 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11637 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 3156 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12449 members 
Mstep: Class 32 contains 24069 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4784 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3429 members 
Mstep: Class 39 contains 16985 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21541 members 
Mstep: Class 45 contains 20559 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8311 members 
Mstep: Class 49 contains 20103 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171028.000000 Penalty: 169439.390625
Iteration 202Q: 52 clusters Score -5.117103e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 13892 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1798 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60549 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22016 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9021 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11648 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 3155 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12436 members 
Mstep: Class 32 contains 24069 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4790 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3429 members 
Mstep: Class 39 contains 16987 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21540 members 
Mstep: Class 45 contains 20558 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8312 members 
Mstep: Class 49 contains 20101 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171084.000000 Penalty: 169439.390625
Iteration 203Q: 52 clusters Score -5.117108e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 9259 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11661 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4538 members 
Mstep: Class 29 contains 3151 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12425 members 
Mstep: Class 32 contains 24069 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4784 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21542 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8314 members 
Mstep: Class 49 contains 20101 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171096.000000 Penalty: 169439.390625
Iteration 204Q: 52 clusters Score -5.11711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 60549 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22017 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11673 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4535 members 
Mstep: Class 29 contains 3142 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12409 members 
Mstep: Class 32 contains 24067 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4780 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3430 members 
Mstep: Class 39 contains 16987 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21543 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8316 members 
Mstep: Class 49 contains 20102 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 169439.390625
Iteration 205Q: 52 clusters Score -5.117117e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 9256 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8039 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60547 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22017 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11690 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4538 members 
Mstep: Class 29 contains 3134 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12386 members 
Mstep: Class 32 contains 24070 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4776 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3429 members 
Mstep: Class 39 contains 16986 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8317 members 
Mstep: Class 49 contains 20102 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171124.000000 Penalty: 169439.390625
Iteration 206Q: 52 clusters Score -5.117112e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 9254 members 
Mstep: Class 5 contains 13911 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8046 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22018 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11701 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4538 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12371 members 
Mstep: Class 32 contains 24070 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4774 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 16982 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8319 members 
Mstep: Class 49 contains 20101 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171088.000000 Penalty: 169439.390625
Iteration 207Q: 52 clusters Score -5.117109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 9251 members 
Mstep: Class 5 contains 13914 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22016 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11712 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4536 members 
Mstep: Class 29 contains 3127 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12360 members 
Mstep: Class 32 contains 24069 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4775 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 16980 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20553 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8322 members 
Mstep: Class 49 contains 20098 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171060.000000 Penalty: 169439.390625
Iteration 208Q: 52 clusters Score -5.117106e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 9248 members 
Mstep: Class 5 contains 13915 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2842 members 
Mstep: Class 22 contains 22016 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11716 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4536 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12343 members 
Mstep: Class 32 contains 24070 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4769 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3430 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8327 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171076.000000 Penalty: 169439.390625
Iteration 209Q: 52 clusters Score -5.117108e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 13916 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60549 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22015 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11723 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4536 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12327 members 
Mstep: Class 32 contains 24068 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3433 members 
Mstep: Class 39 contains 16976 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8330 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171000.000000 Penalty: 169439.390625
Iteration 210Q: 52 clusters Score -5.1171e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 13917 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60544 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22015 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11725 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4538 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12315 members 
Mstep: Class 32 contains 24065 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4758 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 16975 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8334 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170988.000000 Penalty: 169439.390625
Iteration 211Q: 52 clusters Score -5.117099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 13918 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9022 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11730 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4543 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12303 members 
Mstep: Class 32 contains 24058 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4756 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20556 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8339 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171040.000000 Penalty: 169439.390625
Iteration 212Q: 52 clusters Score -5.117104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 9239 members 
Mstep: Class 5 contains 13921 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9023 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11730 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12294 members 
Mstep: Class 32 contains 24060 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3438 members 
Mstep: Class 39 contains 16971 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8341 members 
Mstep: Class 49 contains 20097 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170972.000000 Penalty: 169439.390625
Iteration 213Q: 52 clusters Score -5.117097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13728 members 
Mstep: Class 3 contains 2286 members 
Mstep: Class 4 contains 9234 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60538 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11731 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4541 members 
Mstep: Class 29 contains 3130 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12285 members 
Mstep: Class 32 contains 24058 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4757 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 16971 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8342 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170944.000000 Penalty: 169439.390625
Iteration 214Q: 52 clusters Score -5.117094e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 13728 members 
Mstep: Class 3 contains 2290 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8104 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60539 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22013 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 11738 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4540 members 
Mstep: Class 29 contains 3128 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12274 members 
Mstep: Class 32 contains 24058 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4762 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8344 members 
Mstep: Class 49 contains 20097 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170988.000000 Penalty: 169439.390625
Iteration 215Q: 52 clusters Score -5.117099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 9219 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8107 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60543 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 11746 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12262 members 
Mstep: Class 32 contains 24057 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4758 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3435 members 
Mstep: Class 39 contains 16969 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8346 members 
Mstep: Class 49 contains 20097 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171056.000000 Penalty: 169439.390625
Iteration 216Q: 52 clusters Score -5.117106e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 13924 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2840 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60543 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22016 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11754 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 3119 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12250 members 
Mstep: Class 32 contains 24055 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4762 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3434 members 
Mstep: Class 39 contains 16969 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20553 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8348 members 
Mstep: Class 49 contains 20097 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171040.000000 Penalty: 169439.390625
Iteration 217Q: 52 clusters Score -5.117104e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 9205 members 
Mstep: Class 5 contains 13923 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60542 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22016 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11762 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4546 members 
Mstep: Class 29 contains 3115 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12241 members 
Mstep: Class 32 contains 24053 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4765 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20553 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8348 members 
Mstep: Class 49 contains 20100 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171080.000000 Penalty: 169439.390625
Iteration 218Q: 52 clusters Score -5.117108e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13725 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 9194 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1795 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60543 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22017 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11771 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4547 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12232 members 
Mstep: Class 32 contains 24055 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3428 members 
Mstep: Class 39 contains 16972 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20553 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8348 members 
Mstep: Class 49 contains 20102 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171208.000000 Penalty: 169439.390625
Iteration 219Q: 52 clusters Score -5.117121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13724 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 9187 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60545 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22021 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11776 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4548 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12219 members 
Mstep: Class 32 contains 24055 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4763 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16972 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20554 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8348 members 
Mstep: Class 49 contains 20105 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171116.000000 Penalty: 169439.390625
Iteration 220F: 52 clusters Score -5.117112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 9182 members 
Mstep: Class 5 contains 13925 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60547 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22022 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4552 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12204 members 
Mstep: Class 32 contains 24054 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4764 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16972 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8349 members 
Mstep: Class 49 contains 20104 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171132.000000 Penalty: 169439.390625
Iteration 221Q: 52 clusters Score -5.117113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 9177 members 
Mstep: Class 5 contains 13926 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22024 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11779 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4549 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12189 members 
Mstep: Class 32 contains 24059 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4767 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16973 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20555 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8349 members 
Mstep: Class 49 contains 20104 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171128.000000 Penalty: 169439.390625
Iteration 222Q: 52 clusters Score -5.117113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 13720 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 9172 members 
Mstep: Class 5 contains 13929 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22020 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11779 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12169 members 
Mstep: Class 32 contains 24060 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4769 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16973 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20557 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8349 members 
Mstep: Class 49 contains 20107 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171212.000000 Penalty: 169439.390625
Iteration 223Q: 52 clusters Score -5.117121e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 2342 members 
Mstep: Class 4 contains 9167 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22018 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11778 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4552 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12154 members 
Mstep: Class 32 contains 24063 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16973 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20558 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8349 members 
Mstep: Class 49 contains 20110 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171216.000000 Penalty: 169439.390625
Iteration 224Q: 52 clusters Score -5.117122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 9165 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22017 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11779 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12140 members 
Mstep: Class 32 contains 24065 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4777 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16972 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20558 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5529 members 
Mstep: Class 48 contains 8350 members 
Mstep: Class 49 contains 20112 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171144.000000 Penalty: 169439.390625
Iteration 225Q: 52 clusters Score -5.117114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22016 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11781 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12130 members 
Mstep: Class 32 contains 24066 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4778 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20558 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8353 members 
Mstep: Class 49 contains 20108 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171156.000000 Penalty: 169439.390625
Iteration 226Q: 52 clusters Score -5.117116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 9161 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22013 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11783 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4566 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 12109 members 
Mstep: Class 32 contains 24067 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4785 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16968 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20559 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8356 members 
Mstep: Class 49 contains 20110 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171224.000000 Penalty: 169439.390625
Iteration 227Q: 52 clusters Score -5.117122e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 13933 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8638 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11784 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8209 members 
Mstep: Class 31 contains 12083 members 
Mstep: Class 32 contains 24070 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4794 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16966 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20561 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8359 members 
Mstep: Class 49 contains 20114 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171256.000000 Penalty: 169439.390625
Iteration 228Q: 52 clusters Score -5.117126e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11783 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4569 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 8210 members 
Mstep: Class 31 contains 12063 members 
Mstep: Class 32 contains 24070 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4802 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16965 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21544 members 
Mstep: Class 45 contains 20562 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8361 members 
Mstep: Class 49 contains 20116 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171268.000000 Penalty: 169439.390625
Iteration 229Q: 52 clusters Score -5.117127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9156 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9028 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11781 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 8210 members 
Mstep: Class 31 contains 12046 members 
Mstep: Class 32 contains 24075 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4806 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16964 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20564 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8361 members 
Mstep: Class 49 contains 20111 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 19996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171204.000000 Penalty: 169439.390625
Iteration 230Q: 52 clusters Score -5.11712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9156 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11782 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 8210 members 
Mstep: Class 31 contains 12027 members 
Mstep: Class 32 contains 24077 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16966 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20566 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5528 members 
Mstep: Class 48 contains 8361 members 
Mstep: Class 49 contains 20113 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171232.000000 Penalty: 169439.390625
Iteration 231Q: 52 clusters Score -5.117123e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9156 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11783 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 8211 members 
Mstep: Class 31 contains 11993 members 
Mstep: Class 32 contains 24079 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4807 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16967 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20567 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8362 members 
Mstep: Class 49 contains 20119 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171152.000000 Penalty: 169439.390625
Iteration 232Q: 52 clusters Score -5.117115e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8159 members 
Mstep: Class 12 contains 2148 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11787 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11965 members 
Mstep: Class 32 contains 24082 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4809 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16968 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20568 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8362 members 
Mstep: Class 49 contains 20121 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171184.000000 Penalty: 169439.390625
Iteration 233Q: 52 clusters Score -5.117118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 13697 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8161 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11787 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11947 members 
Mstep: Class 32 contains 24084 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4809 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16968 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20572 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5527 members 
Mstep: Class 48 contains 8362 members 
Mstep: Class 49 contains 20123 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171184.000000 Penalty: 169439.390625
Iteration 234Q: 52 clusters Score -5.117118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11785 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11937 members 
Mstep: Class 32 contains 24085 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4809 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16968 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20573 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5526 members 
Mstep: Class 48 contains 8363 members 
Mstep: Class 49 contains 20124 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171140.000000 Penalty: 169439.390625
Iteration 235Q: 52 clusters Score -5.117114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11787 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11927 members 
Mstep: Class 32 contains 24086 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4810 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16969 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20574 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20126 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171144.000000 Penalty: 169439.390625
Iteration 236Q: 52 clusters Score -5.117114e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11786 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11916 members 
Mstep: Class 32 contains 24090 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16969 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2710 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21545 members 
Mstep: Class 45 contains 20574 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8365 members 
Mstep: Class 49 contains 20129 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171200.000000 Penalty: 169439.390625
Iteration 237Q: 52 clusters Score -5.11712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11786 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11899 members 
Mstep: Class 32 contains 24091 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4810 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2711 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8365 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171188.000000 Penalty: 169439.390625
Iteration 238Q: 52 clusters Score -5.117119e+07 nChanged 20
Entering ConstructFrom: 
Score: -51171188.000000 Penalty: 169439.390625
Entering ConstructFrom: 
Trying to split cluster 1 (38897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Entering Unmasked Estep 
Score: -3237783.000000 Penalty: 2621.030762
	Iteration 0F: 2 clusters Score -3237783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3211457.250000 Penalty: 5242.061523
	Iteration 0F: 3 clusters Score -3211457 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3221398.750000 Penalty: 5242.061523
	Iteration 1F: 3 clusters Score -3221399 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3221976.750000 Penalty: 5242.061523
	Iteration 2Q: 3 clusters Score -3221977 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3222465.000000 Penalty: 5242.061523
	Iteration 3Q: 3 clusters Score -3222465 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3222992.500000 Penalty: 5242.061523
	Iteration 4Q: 3 clusters Score -3222992 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3223496.000000 Penalty: 5242.061523
	Iteration 5Q: 3 clusters Score -3223496 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3224030.000000 Penalty: 5242.061523
	Iteration 6Q: 3 clusters Score -3224030 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3224641.250000 Penalty: 5242.061523
	Iteration 7Q: 3 clusters Score -3224641 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3225345.000000 Penalty: 5242.061523
	Iteration 8Q: 3 clusters Score -3225345 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3226084.000000 Penalty: 5242.061523
	Iteration 9Q: 3 clusters Score -3226084 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3226865.250000 Penalty: 5242.061523
	Iteration 10Q: 3 clusters Score -3226865 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3227636.000000 Penalty: 5242.061523
	Iteration 11Q: 3 clusters Score -3227636 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3228350.500000 Penalty: 5242.061523
	Iteration 12Q: 3 clusters Score -3228350 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3228892.750000 Penalty: 5242.061523
	Iteration 13Q: 3 clusters Score -3228893 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3229230.000000 Penalty: 5242.061523
	Iteration 14Q: 3 clusters Score -3229230 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3229468.500000 Penalty: 5242.061523
	Iteration 15Q: 3 clusters Score -3229468 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3229617.500000 Penalty: 5242.061523
	Iteration 16Q: 3 clusters Score -3229618 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3229695.750000 Penalty: 5242.061523
	Iteration 17Q: 3 clusters Score -3229696 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3229755.000000 Penalty: 5242.061523
	Iteration 18Q: 3 clusters Score -3229755 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3229800.500000 Penalty: 5242.061523
	Iteration 19Q: 3 clusters Score -3229800 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3229825.750000 Penalty: 5242.061523
	Iteration 20F: 3 clusters Score -3229826 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3229866.250000 Penalty: 5242.061523
	Iteration 21Q: 3 clusters Score -3229866 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3229892.750000 Penalty: 5242.061523
	Iteration 22Q: 3 clusters Score -3229893 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3229909.250000 Penalty: 5242.061523
	Iteration 23Q: 3 clusters Score -3229909 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3229931.250000 Penalty: 5242.061523
	Iteration 24Q: 3 clusters Score -3229931 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3229958.000000 Penalty: 5242.061523
	Iteration 25Q: 3 clusters Score -3229958 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3229992.750000 Penalty: 5242.061523
	Iteration 26Q: 3 clusters Score -3229993 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3230025.250000 Penalty: 5242.061523
	Iteration 27Q: 3 clusters Score -3230025 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3230049.500000 Penalty: 5242.061523
	Iteration 28Q: 3 clusters Score -3230050 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3230083.250000 Penalty: 5242.061523
	Iteration 29Q: 3 clusters Score -3230083 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3230127.750000 Penalty: 5242.061523
	Iteration 30Q: 3 clusters Score -3230128 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3230173.750000 Penalty: 5242.061523
	Iteration 31Q: 3 clusters Score -3230174 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3230246.000000 Penalty: 5242.061523
	Iteration 32Q: 3 clusters Score -3230246 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3230355.250000 Penalty: 5242.061523
	Iteration 33Q: 3 clusters Score -3230355 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3230450.250000 Penalty: 5242.061523
	Iteration 34Q: 3 clusters Score -3230450 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3230606.500000 Penalty: 5242.061523
	Iteration 35Q: 3 clusters Score -3230606 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3230775.500000 Penalty: 5242.061523
	Iteration 36Q: 3 clusters Score -3230776 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3230974.750000 Penalty: 5242.061523
	Iteration 37Q: 3 clusters Score -3230975 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3231232.250000 Penalty: 5242.061523
	Iteration 38Q: 3 clusters Score -3231232 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -3231501.000000 Penalty: 5242.061523
	Iteration 39Q: 3 clusters Score -3231501 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3231846.250000 Penalty: 5242.061523
	Iteration 40F: 3 clusters Score -3231846 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3232267.500000 Penalty: 5242.061523
	Iteration 41Q: 3 clusters Score -3232268 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3232717.250000 Penalty: 5242.061523
	Iteration 42Q: 3 clusters Score -3232717 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3233178.000000 Penalty: 5242.061523
	Iteration 43Q: 3 clusters Score -3233178 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3233663.000000 Penalty: 5242.061523
	Iteration 44Q: 3 clusters Score -3233663 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3234143.500000 Penalty: 5242.061523
	Iteration 45Q: 3 clusters Score -3234144 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3234500.250000 Penalty: 5242.061523
	Iteration 46Q: 3 clusters Score -3234500 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3234767.250000 Penalty: 5242.061523
	Iteration 47Q: 3 clusters Score -3234767 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3234971.500000 Penalty: 5242.061523
	Iteration 48Q: 3 clusters Score -3234972 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3235101.250000 Penalty: 5242.061523
	Iteration 49Q: 3 clusters Score -3235101 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3235209.250000 Penalty: 5242.061523
	Iteration 50Q: 3 clusters Score -3235209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3235309.000000 Penalty: 5242.061523
	Iteration 51Q: 3 clusters Score -3235309 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3235373.500000 Penalty: 5242.061523
	Iteration 52Q: 3 clusters Score -3235374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3235416.750000 Penalty: 5242.061523
	Iteration 53Q: 3 clusters Score -3235417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3235443.000000 Penalty: 5242.061523
	Iteration 54Q: 3 clusters Score -3235443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3235462.750000 Penalty: 5242.061523
	Iteration 55Q: 3 clusters Score -3235463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3235492.250000 Penalty: 5242.061523
	Iteration 56Q: 3 clusters Score -3235492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3235500.750000 Penalty: 5242.061523
	Iteration 57Q: 3 clusters Score -3235501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3235516.500000 Penalty: 5242.061523
	Iteration 58Q: 3 clusters Score -3235516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3235543.500000 Penalty: 5242.061523
	Iteration 59Q: 3 clusters Score -3235544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3235552.750000 Penalty: 5242.061523
	Iteration 60F: 3 clusters Score -3235553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3235558.500000 Penalty: 5242.061523
	Iteration 61Q: 3 clusters Score -3235558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3235566.000000 Penalty: 5242.061523
	Iteration 62Q: 3 clusters Score -3235566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3235575.750000 Penalty: 5242.061523
	Iteration 63Q: 3 clusters Score -3235576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3235571.750000 Penalty: 5242.061523
	Iteration 64Q: 3 clusters Score -3235572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3235573.000000 Penalty: 5242.061523
	Iteration 65Q: 3 clusters Score -3235573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3235577.500000 Penalty: 5242.061523
	Iteration 66Q: 3 clusters Score -3235578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3235583.000000 Penalty: 5242.061523
	Iteration 67Q: 3 clusters Score -3235583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3235586.250000 Penalty: 5242.061523
	Iteration 68Q: 3 clusters Score -3235586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3235583.500000 Penalty: 5242.061523
	Iteration 69Q: 3 clusters Score -3235584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3235585.500000 Penalty: 5242.061523
	Iteration 70Q: 3 clusters Score -3235586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3235585.500000 Penalty: 5242.061523
	Iteration 71F: 3 clusters Score -3235586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Entering Unmasked Estep 
Score: -1137802.000000 Penalty: 2362.128906
	Iteration 0F: 2 clusters Score -1137802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1127779.625000 Penalty: 4724.257812
	Iteration 0F: 3 clusters Score -1127780 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1130874.625000 Penalty: 4724.257812
	Iteration 1F: 3 clusters Score -1130875 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1131238.500000 Penalty: 4724.257812
	Iteration 2F: 3 clusters Score -1131238 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1131529.750000 Penalty: 4724.257812
	Iteration 3Q: 3 clusters Score -1131530 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1131777.125000 Penalty: 4724.257812
	Iteration 4Q: 3 clusters Score -1131777 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1131999.125000 Penalty: 4724.257812
	Iteration 5Q: 3 clusters Score -1131999 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1132216.000000 Penalty: 4724.257812
	Iteration 6Q: 3 clusters Score -1132216 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1132421.625000 Penalty: 4724.257812
	Iteration 7Q: 3 clusters Score -1132422 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1132596.500000 Penalty: 4724.257812
	Iteration 8Q: 3 clusters Score -1132596 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1132769.625000 Penalty: 4724.257812
	Iteration 9Q: 3 clusters Score -1132770 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1132910.000000 Penalty: 4724.257812
	Iteration 10Q: 3 clusters Score -1132910 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1133041.500000 Penalty: 4724.257812
	Iteration 11Q: 3 clusters Score -1133042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1133151.375000 Penalty: 4724.257812
	Iteration 12Q: 3 clusters Score -1133151 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1133277.000000 Penalty: 4724.257812
	Iteration 13Q: 3 clusters Score -1133277 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1133423.750000 Penalty: 4724.257812
	Iteration 14Q: 3 clusters Score -1133424 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1133557.875000 Penalty: 4724.257812
	Iteration 15Q: 3 clusters Score -1133558 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1133670.625000 Penalty: 4724.257812
	Iteration 16Q: 3 clusters Score -1133671 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1133777.625000 Penalty: 4724.257812
	Iteration 17Q: 3 clusters Score -1133778 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1133878.625000 Penalty: 4724.257812
	Iteration 18Q: 3 clusters Score -1133879 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1133972.000000 Penalty: 4724.257812
	Iteration 19Q: 3 clusters Score -1133972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1134080.250000 Penalty: 4724.257812
	Iteration 20F: 3 clusters Score -1134080 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1134204.000000 Penalty: 4724.257812
	Iteration 21Q: 3 clusters Score -1134204 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1134350.250000 Penalty: 4724.257812
	Iteration 22Q: 3 clusters Score -1134350 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1134516.375000 Penalty: 4724.257812
	Iteration 23Q: 3 clusters Score -1134516 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1134721.500000 Penalty: 4724.257812
	Iteration 24Q: 3 clusters Score -1134722 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1134921.250000 Penalty: 4724.257812
	Iteration 25Q: 3 clusters Score -1134921 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1135122.375000 Penalty: 4724.257812
	Iteration 26Q: 3 clusters Score -1135122 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1135312.125000 Penalty: 4724.257812
	Iteration 27Q: 3 clusters Score -1135312 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1135479.625000 Penalty: 4724.257812
	Iteration 28Q: 3 clusters Score -1135480 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1135623.375000 Penalty: 4724.257812
	Iteration 29Q: 3 clusters Score -1135623 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1135734.375000 Penalty: 4724.257812
	Iteration 30Q: 3 clusters Score -1135734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1135816.000000 Penalty: 4724.257812
	Iteration 31Q: 3 clusters Score -1135816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1135872.000000 Penalty: 4724.257812
	Iteration 32Q: 3 clusters Score -1135872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1135918.875000 Penalty: 4724.257812
	Iteration 33Q: 3 clusters Score -1135919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1135965.125000 Penalty: 4724.257812
	Iteration 34Q: 3 clusters Score -1135965 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1136012.625000 Penalty: 4724.257812
	Iteration 35Q: 3 clusters Score -1136013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1136055.500000 Penalty: 4724.257812
	Iteration 36Q: 3 clusters Score -1136056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1136099.500000 Penalty: 4724.257812
	Iteration 37Q: 3 clusters Score -1136100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1136140.375000 Penalty: 4724.257812
	Iteration 38Q: 3 clusters Score -1136140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1136164.000000 Penalty: 4724.257812
	Iteration 39Q: 3 clusters Score -1136164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1136179.750000 Penalty: 4724.257812
	Iteration 40F: 3 clusters Score -1136180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1136199.375000 Penalty: 4724.257812
	Iteration 41Q: 3 clusters Score -1136199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1136212.500000 Penalty: 4724.257812
	Iteration 42Q: 3 clusters Score -1136212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1136223.875000 Penalty: 4724.257812
	Iteration 43Q: 3 clusters Score -1136224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1136235.375000 Penalty: 4724.257812
	Iteration 44Q: 3 clusters Score -1136235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1136245.625000 Penalty: 4724.257812
	Iteration 45Q: 3 clusters Score -1136246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1136252.500000 Penalty: 4724.257812
	Iteration 46Q: 3 clusters Score -1136252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1136254.250000 Penalty: 4724.257812
	Iteration 47Q: 3 clusters Score -1136254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1136261.125000 Penalty: 4724.257812
	Iteration 48Q: 3 clusters Score -1136261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1136264.875000 Penalty: 4724.257812
	Iteration 49Q: 3 clusters Score -1136265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1136271.125000 Penalty: 4724.257812
	Iteration 50Q: 3 clusters Score -1136271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1136272.500000 Penalty: 4724.257812
	Iteration 51Q: 3 clusters Score -1136272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1136273.750000 Penalty: 4724.257812
	Iteration 52Q: 3 clusters Score -1136274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1136275.250000 Penalty: 4724.257812
	Iteration 53Q: 3 clusters Score -1136275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1136277.625000 Penalty: 4724.257812
	Iteration 54Q: 3 clusters Score -1136278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1136278.750000 Penalty: 4724.257812
	Iteration 55Q: 3 clusters Score -1136279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1136283.125000 Penalty: 4724.257812
	Iteration 56Q: 3 clusters Score -1136283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1136286.625000 Penalty: 4724.257812
	Iteration 57Q: 3 clusters Score -1136287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1136283.375000 Penalty: 4724.257812
	Iteration 58Q: 3 clusters Score -1136283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1136290.125000 Penalty: 4724.257812
	Iteration 59Q: 3 clusters Score -1136290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1136287.750000 Penalty: 4724.257812
	Iteration 60F: 3 clusters Score -1136288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1136292.500000 Penalty: 4724.257812
	Iteration 61Q: 3 clusters Score -1136292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1136297.375000 Penalty: 4724.257812
	Iteration 62Q: 3 clusters Score -1136297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1136299.125000 Penalty: 4724.257812
	Iteration 63Q: 3 clusters Score -1136299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1136301.250000 Penalty: 4724.257812
	Iteration 64Q: 3 clusters Score -1136301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1136303.500000 Penalty: 4724.257812
	Iteration 65Q: 3 clusters Score -1136304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1136303.875000 Penalty: 4724.257812
	Iteration 66Q: 3 clusters Score -1136304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1136303.875000 Penalty: 4724.257812
	Iteration 67Q: 3 clusters Score -1136304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1136306.625000 Penalty: 4724.257812
	Iteration 68Q: 3 clusters Score -1136307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1136309.875000 Penalty: 4724.257812
	Iteration 69Q: 3 clusters Score -1136310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1136306.625000 Penalty: 4724.257812
	Iteration 70Q: 3 clusters Score -1136307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1136307.500000 Penalty: 4724.257812
	Iteration 71Q: 3 clusters Score -1136308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1136310.625000 Penalty: 4724.257812
	Iteration 72Q: 3 clusters Score -1136311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1136312.500000 Penalty: 4724.257812
	Iteration 73Q: 3 clusters Score -1136312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1136317.250000 Penalty: 4724.257812
	Iteration 74Q: 3 clusters Score -1136317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1136314.250000 Penalty: 4724.257812
	Iteration 75Q: 3 clusters Score -1136314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1136316.000000 Penalty: 4724.257812
	Iteration 76Q: 3 clusters Score -1136316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1136318.250000 Penalty: 4724.257812
	Iteration 77Q: 3 clusters Score -1136318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1136321.625000 Penalty: 4724.257812
	Iteration 78Q: 3 clusters Score -1136322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1136324.500000 Penalty: 4724.257812
	Iteration 79Q: 3 clusters Score -1136324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1136328.625000 Penalty: 4724.257812
	Iteration 80F: 3 clusters Score -1136329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1136328.250000 Penalty: 4724.257812
	Iteration 81Q: 3 clusters Score -1136328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1136334.625000 Penalty: 4724.257812
	Iteration 82Q: 3 clusters Score -1136335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1136336.250000 Penalty: 4724.257812
	Iteration 83Q: 3 clusters Score -1136336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1136336.875000 Penalty: 4724.257812
	Iteration 84Q: 3 clusters Score -1136337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1136338.000000 Penalty: 4724.257812
	Iteration 85Q: 3 clusters Score -1136338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1136336.500000 Penalty: 4724.257812
	Iteration 86Q: 3 clusters Score -1136336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1136339.500000 Penalty: 4724.257812
	Iteration 87Q: 3 clusters Score -1136340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1136340.375000 Penalty: 4724.257812
	Iteration 88Q: 3 clusters Score -1136340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1136343.375000 Penalty: 4724.257812
	Iteration 89Q: 3 clusters Score -1136343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1136343.500000 Penalty: 4724.257812
	Iteration 90Q: 3 clusters Score -1136344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1136343.500000 Penalty: 4724.257812
	Iteration 91F: 3 clusters Score -1136344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -185690.109375 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -185690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -182880.109375 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -182880.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -183388.906250 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -183388.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -183536.890625 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -183536.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183635.000000 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -183635 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -183716.000000 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -183716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183782.156250 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -183782.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -183841.500000 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -183841.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183891.765625 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -183891.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -183932.671875 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -183932.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -183967.125000 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -183967.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -183995.062500 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -183995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -184011.203125 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -184011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -184026.218750 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -184026.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -184041.703125 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -184041.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -184054.890625 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -184054.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -184069.953125 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -184070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -184087.187500 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -184087.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -184107.375000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -184107.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -184125.843750 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -184125.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -184150.250000 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -184150.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -184177.687500 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -184177.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184196.937500 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -184196.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -184220.359375 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -184220.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -184254.109375 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -184254.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -184288.718750 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -184288.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184332.500000 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -184332.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -184378.640625 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -184378.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -184416.296875 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -184416.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -184446.781250 Penalty: 3849.403076
	Iteration 28Q: 3 clusters Score -184446.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -184478.921875 Penalty: 3849.403076
	Iteration 29Q: 3 clusters Score -184478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -184503.843750 Penalty: 3849.403076
	Iteration 30Q: 3 clusters Score -184503.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -184522.921875 Penalty: 3849.403076
	Iteration 31Q: 3 clusters Score -184522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184535.250000 Penalty: 3849.403076
	Iteration 32Q: 3 clusters Score -184535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184543.312500 Penalty: 3849.403076
	Iteration 33Q: 3 clusters Score -184543.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184548.468750 Penalty: 3849.403076
	Iteration 34Q: 3 clusters Score -184548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184554.906250 Penalty: 3849.403076
	Iteration 35Q: 3 clusters Score -184554.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -184561.203125 Penalty: 3849.403076
	Iteration 36Q: 3 clusters Score -184561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -184568.890625 Penalty: 3849.403076
	Iteration 37Q: 3 clusters Score -184568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184571.015625 Penalty: 3849.403076
	Iteration 38Q: 3 clusters Score -184571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184573.906250 Penalty: 3849.403076
	Iteration 39Q: 3 clusters Score -184573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184580.015625 Penalty: 3849.403076
	Iteration 40F: 3 clusters Score -184580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184584.250000 Penalty: 3849.403076
	Iteration 41Q: 3 clusters Score -184584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184587.656250 Penalty: 3849.403076
	Iteration 42Q: 3 clusters Score -184587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -184589.000000 Penalty: 3849.403076
	Iteration 43Q: 3 clusters Score -184589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184589.765625 Penalty: 3849.403076
	Iteration 44Q: 3 clusters Score -184589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184590.156250 Penalty: 3849.403076
	Iteration 45Q: 3 clusters Score -184590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184591.093750 Penalty: 3849.403076
	Iteration 46Q: 3 clusters Score -184591.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184592.875000 Penalty: 3849.403076
	Iteration 47Q: 3 clusters Score -184592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184595.687500 Penalty: 3849.403076
	Iteration 48Q: 3 clusters Score -184595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184597.406250 Penalty: 3849.403076
	Iteration 49Q: 3 clusters Score -184597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184598.062500 Penalty: 3849.403076
	Iteration 50Q: 3 clusters Score -184598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184602.484375 Penalty: 3849.403076
	Iteration 51Q: 3 clusters Score -184602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184604.796875 Penalty: 3849.403076
	Iteration 52Q: 3 clusters Score -184604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -184609.843750 Penalty: 3849.403076
	Iteration 53Q: 3 clusters Score -184609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184623.109375 Penalty: 3849.403076
	Iteration 54Q: 3 clusters Score -184623.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -184652.703125 Penalty: 3849.403076
	Iteration 55Q: 3 clusters Score -184652.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -184695.343750 Penalty: 3849.403076
	Iteration 56Q: 3 clusters Score -184695.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -184845.796875 Penalty: 3849.403076
	Iteration 57Q: 3 clusters Score -184845.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185268.890625 Penalty: 3849.403076
	Iteration 58Q: 3 clusters Score -185268.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185453.828125 Penalty: 3849.403076
	Iteration 59Q: 3 clusters Score -185453.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185584.203125 Penalty: 3849.403076
	Iteration 60F: 3 clusters Score -185584.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -185666.703125 Penalty: 3849.403076
	Iteration 61Q: 3 clusters Score -185666.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185758.796875 Penalty: 3849.403076
	Iteration 62Q: 3 clusters Score -185758.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -185828.937500 Penalty: 3849.403076
	Iteration 63Q: 3 clusters Score -185828.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -185904.062500 Penalty: 3849.403076
	Iteration 64Q: 3 clusters Score -185904.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -185978.718750 Penalty: 3849.403076
	Iteration 65Q: 3 clusters Score -185978.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -186044.093750 Penalty: 3849.403076
	Iteration 66Q: 3 clusters Score -186044.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -186096.796875 Penalty: 3849.403076
	Iteration 67Q: 3 clusters Score -186096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -186116.000000 Penalty: 3849.403076
	Iteration 68Q: 3 clusters Score -186116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -186117.828125 Penalty: 3849.403076
	Iteration 69Q: 3 clusters Score -186117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -186120.125000 Penalty: 3849.403076
	Iteration 70F: 3 clusters Score -186120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -186127.359375 Penalty: 3849.403076
	Iteration 71Q: 3 clusters Score -186127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186129.406250 Penalty: 3849.403076
	Iteration 72Q: 3 clusters Score -186129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186129.406250 Penalty: 3849.403076
	Iteration 73F: 3 clusters Score -186129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Mstep: Class 52 contains 1207 members 
Entering Unmasked Estep 
Score: -51170128.000000 Penalty: 172761.734375
Splitting cluster 3 changes total score from -51171188.000000 to -51170128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Entering Unmasked Estep 
Score: -757333.750000 Penalty: 2262.269531
	Iteration 0F: 2 clusters Score -757333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -750155.500000 Penalty: 4524.539062
	Iteration 0F: 3 clusters Score -750155.5 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -752369.937500 Penalty: 4524.539062
	Iteration 1F: 3 clusters Score -752369.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -752821.687500 Penalty: 4524.539062
	Iteration 2F: 3 clusters Score -752821.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -753171.312500 Penalty: 4524.539062
	Iteration 3F: 3 clusters Score -753171.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -753428.187500 Penalty: 4524.539062
	Iteration 4F: 3 clusters Score -753428.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -753629.875000 Penalty: 4524.539062
	Iteration 5Q: 3 clusters Score -753629.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -753778.687500 Penalty: 4524.539062
	Iteration 6Q: 3 clusters Score -753778.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -753915.812500 Penalty: 4524.539062
	Iteration 7Q: 3 clusters Score -753915.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -754036.625000 Penalty: 4524.539062
	Iteration 8Q: 3 clusters Score -754036.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -754159.437500 Penalty: 4524.539062
	Iteration 9Q: 3 clusters Score -754159.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -754305.437500 Penalty: 4524.539062
	Iteration 10Q: 3 clusters Score -754305.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -754474.312500 Penalty: 4524.539062
	Iteration 11Q: 3 clusters Score -754474.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -754660.000000 Penalty: 4524.539062
	Iteration 12Q: 3 clusters Score -754660 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -754848.000000 Penalty: 4524.539062
	Iteration 13Q: 3 clusters Score -754848 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -755015.250000 Penalty: 4524.539062
	Iteration 14Q: 3 clusters Score -755015.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -755183.125000 Penalty: 4524.539062
	Iteration 15Q: 3 clusters Score -755183.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -755334.000000 Penalty: 4524.539062
	Iteration 16Q: 3 clusters Score -755334 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -755473.750000 Penalty: 4524.539062
	Iteration 17Q: 3 clusters Score -755473.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -755608.750000 Penalty: 4524.539062
	Iteration 18Q: 3 clusters Score -755608.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -755735.187500 Penalty: 4524.539062
	Iteration 19Q: 3 clusters Score -755735.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -755844.750000 Penalty: 4524.539062
	Iteration 20F: 3 clusters Score -755844.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -755920.312500 Penalty: 4524.539062
	Iteration 21Q: 3 clusters Score -755920.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -755959.187500 Penalty: 4524.539062
	Iteration 22Q: 3 clusters Score -755959.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -755985.000000 Penalty: 4524.539062
	Iteration 23Q: 3 clusters Score -755985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -756007.250000 Penalty: 4524.539062
	Iteration 24Q: 3 clusters Score -756007.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -756029.125000 Penalty: 4524.539062
	Iteration 25Q: 3 clusters Score -756029.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -756042.000000 Penalty: 4524.539062
	Iteration 26Q: 3 clusters Score -756042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -756056.125000 Penalty: 4524.539062
	Iteration 27Q: 3 clusters Score -756056.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -756065.437500 Penalty: 4524.539062
	Iteration 28Q: 3 clusters Score -756065.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -756069.812500 Penalty: 4524.539062
	Iteration 29Q: 3 clusters Score -756069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -756079.875000 Penalty: 4524.539062
	Iteration 30Q: 3 clusters Score -756079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -756079.937500 Penalty: 4524.539062
	Iteration 31Q: 3 clusters Score -756079.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -756087.375000 Penalty: 4524.539062
	Iteration 32Q: 3 clusters Score -756087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -756091.062500 Penalty: 4524.539062
	Iteration 33Q: 3 clusters Score -756091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -756094.937500 Penalty: 4524.539062
	Iteration 34Q: 3 clusters Score -756094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -756093.687500 Penalty: 4524.539062
	Iteration 35Q: 3 clusters Score -756093.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -756093.687500 Penalty: 4524.539062
	Iteration 36F: 3 clusters Score -756093.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Entering Unmasked Estep 
Score: -1132908.375000 Penalty: 2366.473145
	Iteration 0F: 2 clusters Score -1132908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1122565.500000 Penalty: 4732.946289
	Iteration 0F: 3 clusters Score -1122566 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1125989.750000 Penalty: 4732.946289
	Iteration 1F: 3 clusters Score -1125990 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1126659.375000 Penalty: 4732.946289
	Iteration 2F: 3 clusters Score -1126659 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1127389.500000 Penalty: 4732.946289
	Iteration 3F: 3 clusters Score -1127390 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1128283.750000 Penalty: 4732.946289
	Iteration 4F: 3 clusters Score -1128284 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1129338.000000 Penalty: 4732.946289
	Iteration 5F: 3 clusters Score -1129338 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1130450.750000 Penalty: 4732.946289
	Iteration 6F: 3 clusters Score -1130451 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1131410.500000 Penalty: 4732.946289
	Iteration 7F: 3 clusters Score -1131410 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1131921.125000 Penalty: 4732.946289
	Iteration 8Q: 3 clusters Score -1131921 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1132213.375000 Penalty: 4732.946289
	Iteration 9Q: 3 clusters Score -1132213 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1132410.875000 Penalty: 4732.946289
	Iteration 10Q: 3 clusters Score -1132411 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1132611.250000 Penalty: 4732.946289
	Iteration 11Q: 3 clusters Score -1132611 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1132778.250000 Penalty: 4732.946289
	Iteration 12Q: 3 clusters Score -1132778 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1132876.375000 Penalty: 4732.946289
	Iteration 13Q: 3 clusters Score -1132876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1132927.375000 Penalty: 4732.946289
	Iteration 14Q: 3 clusters Score -1132927 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1132956.500000 Penalty: 4732.946289
	Iteration 15Q: 3 clusters Score -1132956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1132975.875000 Penalty: 4732.946289
	Iteration 16Q: 3 clusters Score -1132976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1132982.375000 Penalty: 4732.946289
	Iteration 17Q: 3 clusters Score -1132982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1132992.000000 Penalty: 4732.946289
	Iteration 18Q: 3 clusters Score -1132992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1132995.125000 Penalty: 4732.946289
	Iteration 19Q: 3 clusters Score -1132995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1133000.875000 Penalty: 4732.946289
	Iteration 20F: 3 clusters Score -1133001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1133001.500000 Penalty: 4732.946289
	Iteration 21Q: 3 clusters Score -1133002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1133000.250000 Penalty: 4732.946289
	Iteration 22Q: 3 clusters Score -1133000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1133000.375000 Penalty: 4732.946289
	Iteration 23Q: 3 clusters Score -1133000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1133001.500000 Penalty: 4732.946289
	Iteration 24Q: 3 clusters Score -1133002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1133003.500000 Penalty: 4732.946289
	Iteration 25Q: 3 clusters Score -1133004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1133002.250000 Penalty: 4732.946289
	Iteration 26Q: 3 clusters Score -1133002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1133004.500000 Penalty: 4732.946289
	Iteration 27Q: 3 clusters Score -1133004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1133004.250000 Penalty: 4732.946289
	Iteration 28Q: 3 clusters Score -1133004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1133003.750000 Penalty: 4732.946289
	Iteration 29Q: 3 clusters Score -1133004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1133005.000000 Penalty: 4732.946289
	Iteration 30Q: 3 clusters Score -1133005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1133005.250000 Penalty: 4732.946289
	Iteration 31Q: 3 clusters Score -1133005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1133005.750000 Penalty: 4732.946289
	Iteration 32Q: 3 clusters Score -1133006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1133007.000000 Penalty: 4732.946289
	Iteration 33Q: 3 clusters Score -1133007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1133007.875000 Penalty: 4732.946289
	Iteration 34Q: 3 clusters Score -1133008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1133009.250000 Penalty: 4732.946289
	Iteration 35Q: 3 clusters Score -1133009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1133012.125000 Penalty: 4732.946289
	Iteration 36Q: 3 clusters Score -1133012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1133013.250000 Penalty: 4732.946289
	Iteration 37Q: 3 clusters Score -1133013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1133015.750000 Penalty: 4732.946289
	Iteration 38Q: 3 clusters Score -1133016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1133014.750000 Penalty: 4732.946289
	Iteration 39Q: 3 clusters Score -1133015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1133017.000000 Penalty: 4732.946289
	Iteration 40F: 3 clusters Score -1133017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1133021.625000 Penalty: 4732.946289
	Iteration 41Q: 3 clusters Score -1133022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1133022.375000 Penalty: 4732.946289
	Iteration 42Q: 3 clusters Score -1133022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1133026.750000 Penalty: 4732.946289
	Iteration 43Q: 3 clusters Score -1133027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1133024.250000 Penalty: 4732.946289
	Iteration 44Q: 3 clusters Score -1133024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1133031.375000 Penalty: 4732.946289
	Iteration 45Q: 3 clusters Score -1133031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1133033.625000 Penalty: 4732.946289
	Iteration 46Q: 3 clusters Score -1133034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1133032.000000 Penalty: 4732.946289
	Iteration 47Q: 3 clusters Score -1133032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1133030.125000 Penalty: 4732.946289
	Iteration 48Q: 3 clusters Score -1133030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1133035.000000 Penalty: 4732.946289
	Iteration 49Q: 3 clusters Score -1133035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1133032.375000 Penalty: 4732.946289
	Iteration 50Q: 3 clusters Score -1133032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1133034.875000 Penalty: 4732.946289
	Iteration 51Q: 3 clusters Score -1133035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1133037.125000 Penalty: 4732.946289
	Iteration 52Q: 3 clusters Score -1133037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1133036.250000 Penalty: 4732.946289
	Iteration 53Q: 3 clusters Score -1133036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1133035.125000 Penalty: 4732.946289
	Iteration 54Q: 3 clusters Score -1133035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1133036.000000 Penalty: 4732.946289
	Iteration 55Q: 3 clusters Score -1133036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1133036.000000 Penalty: 4732.946289
	Iteration 56Q: 3 clusters Score -1133036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1133037.750000 Penalty: 4732.946289
	Iteration 57Q: 3 clusters Score -1133038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1133037.000000 Penalty: 4732.946289
	Iteration 58Q: 3 clusters Score -1133037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1133038.375000 Penalty: 4732.946289
	Iteration 59Q: 3 clusters Score -1133038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1133039.000000 Penalty: 4732.946289
	Iteration 60F: 3 clusters Score -1133039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Mstep: Class 52 contains 9929 members 
Entering Unmasked Estep 
Score: -51170440.000000 Penalty: 172761.734375
Splitting cluster 5 changes total score from -51171188.000000 to -51170440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -452614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -447658.375000 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -447658.4 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -448851.312500 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -448851.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -449060.156250 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -449060.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -449209.093750 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -449209.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -449311.343750 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -449311.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -449389.500000 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -449389.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -449469.250000 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -449469.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -449546.843750 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -449546.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -449612.812500 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -449612.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -449691.656250 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -449691.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -449760.468750 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -449760.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -449830.812500 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -449830.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -449903.687500 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -449903.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -449976.625000 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -449976.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -450048.281250 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -450048.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -450112.156250 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -450112.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -450163.031250 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -450163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -450206.937500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -450206.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -450244.562500 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -450244.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -450290.468750 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -450290.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -450334.125000 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -450334.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -450381.593750 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -450381.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -450419.843750 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -450419.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -450453.281250 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -450453.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -450492.031250 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -450492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -450525.906250 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -450525.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -450549.750000 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -450549.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -450567.500000 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -450567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -450582.875000 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -450582.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -450602.406250 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -450602.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -450615.593750 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -450615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -450621.250000 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -450621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -450627.437500 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -450627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -450633.000000 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -450633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -450635.812500 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -450635.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -450643.375000 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -450643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -450652.437500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -450652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -450659.906250 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -450659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -450666.906250 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -450666.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -450677.187500 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -450677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -450683.937500 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -450683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -450689.625000 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -450689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -450694.093750 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -450694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -450696.187500 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -450696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -450698.218750 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -450698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -450699.906250 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -450699.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -450701.906250 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -450701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -450703.031250 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -450703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -450704.281250 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -450704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -450707.312500 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -450707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -450710.718750 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -450710.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -450711.937500 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -450711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -450712.937500 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -450712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -450713.875000 Penalty: 4283.212891
	Iteration 53Q: 3 clusters Score -450713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -450715.531250 Penalty: 4283.212891
	Iteration 54Q: 3 clusters Score -450715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -450715.531250 Penalty: 4283.212891
	Iteration 55Q: 3 clusters Score -450715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -450717.093750 Penalty: 4283.212891
	Iteration 56Q: 3 clusters Score -450717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -450717.687500 Penalty: 4283.212891
	Iteration 57Q: 3 clusters Score -450717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -450718.093750 Penalty: 4283.212891
	Iteration 58Q: 3 clusters Score -450718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -450719.031250 Penalty: 4283.212891
	Iteration 59Q: 3 clusters Score -450719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -450721.062500 Penalty: 4283.212891
	Iteration 60F: 3 clusters Score -450721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -450724.250000 Penalty: 4283.212891
	Iteration 61Q: 3 clusters Score -450724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -450724.281250 Penalty: 4283.212891
	Iteration 62Q: 3 clusters Score -450724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -450728.218750 Penalty: 4283.212891
	Iteration 63Q: 3 clusters Score -450728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -450731.187500 Penalty: 4283.212891
	Iteration 64Q: 3 clusters Score -450731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -450734.187500 Penalty: 4283.212891
	Iteration 65Q: 3 clusters Score -450734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -450738.812500 Penalty: 4283.212891
	Iteration 66Q: 3 clusters Score -450738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -450741.250000 Penalty: 4283.212891
	Iteration 67Q: 3 clusters Score -450741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -450742.875000 Penalty: 4283.212891
	Iteration 68Q: 3 clusters Score -450742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -450746.656250 Penalty: 4283.212891
	Iteration 69Q: 3 clusters Score -450746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -450749.062500 Penalty: 4283.212891
	Iteration 70Q: 3 clusters Score -450749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -450753.531250 Penalty: 4283.212891
	Iteration 71Q: 3 clusters Score -450753.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -450754.812500 Penalty: 4283.212891
	Iteration 72Q: 3 clusters Score -450754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -450754.812500 Penalty: 4283.212891
	Iteration 73F: 3 clusters Score -450754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -100277.500000 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -100277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -98129.882812 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -98129.88 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98499.046875 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -98499.05 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98624.507812 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -98624.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98683.843750 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -98683.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98728.078125 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -98728.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98753.015625 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -98753.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98770.281250 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -98770.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98780.703125 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -98780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98787.187500 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -98787.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -98795.296875 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -98795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98800.937500 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -98800.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98809.289062 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -98809.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98816.343750 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -98816.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98827.195312 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -98827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98835.820312 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -98835.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98842.593750 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -98842.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98848.992188 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -98848.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98855.031250 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -98855.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -98858.804688 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -98858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -98867.554688 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -98867.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98876.632812 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -98876.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98887.593750 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -98887.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98890.187500 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -98890.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98894.265625 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -98894.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -98895.656250 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -98895.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98895.835938 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -98895.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -98895.835938 Penalty: 3572.519775
	Iteration 26F: 3 clusters Score -98895.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -100624.960938 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -100625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -98244.539062 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -98244.54 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -99122.242188 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -99122.24 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -99502.023438 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -99502.02 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -99774.609375 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -99774.61 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -99977.593750 Penalty: 3716.132812
	Iteration 4F: 3 clusters Score -99977.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -100100.804688 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -100100.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100232.000000 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -100232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -100316.015625 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -100316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100352.210938 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -100352.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -100377.625000 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -100377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -100392.039062 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -100392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100399.601562 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -100399.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -100402.195312 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -100402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -100404.750000 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -100404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -100405.132812 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -100405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -100405.476562 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -100405.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -100406.156250 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -100406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -100407.187500 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -100407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -100410.000000 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -100410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -100410.601562 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -100410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -100411.132812 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -100411.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -139594.437500 Penalty: 1862.043213
	Iteration 0F: 2 clusters Score -139594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -137124.593750 Penalty: 3724.086426
	Iteration 0F: 3 clusters Score -137124.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -137666.046875 Penalty: 3724.086426
	Iteration 1F: 3 clusters Score -137666 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137877.546875 Penalty: 3724.086426
	Iteration 2F: 3 clusters Score -137877.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -138089.171875 Penalty: 3724.086426
	Iteration 3F: 3 clusters Score -138089.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -138236.265625 Penalty: 3724.086426
	Iteration 4F: 3 clusters Score -138236.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -138323.828125 Penalty: 3724.086426
	Iteration 5Q: 3 clusters Score -138323.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -138385.375000 Penalty: 3724.086426
	Iteration 6Q: 3 clusters Score -138385.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -138452.156250 Penalty: 3724.086426
	Iteration 7Q: 3 clusters Score -138452.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138542.531250 Penalty: 3724.086426
	Iteration 8Q: 3 clusters Score -138542.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -138639.500000 Penalty: 3724.086426
	Iteration 9Q: 3 clusters Score -138639.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -138764.312500 Penalty: 3724.086426
	Iteration 10Q: 3 clusters Score -138764.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -138880.453125 Penalty: 3724.086426
	Iteration 11Q: 3 clusters Score -138880.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -138989.453125 Penalty: 3724.086426
	Iteration 12Q: 3 clusters Score -138989.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139104.453125 Penalty: 3724.086426
	Iteration 13Q: 3 clusters Score -139104.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139190.843750 Penalty: 3724.086426
	Iteration 14Q: 3 clusters Score -139190.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -139266.218750 Penalty: 3724.086426
	Iteration 15Q: 3 clusters Score -139266.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139340.750000 Penalty: 3724.086426
	Iteration 16Q: 3 clusters Score -139340.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139428.953125 Penalty: 3724.086426
	Iteration 17Q: 3 clusters Score -139429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -139560.843750 Penalty: 3724.086426
	Iteration 18Q: 3 clusters Score -139560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -139663.906250 Penalty: 3724.086426
	Iteration 19Q: 3 clusters Score -139663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -139806.843750 Penalty: 3724.086426
	Iteration 20F: 3 clusters Score -139806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -139843.812500 Penalty: 3724.086426
	Iteration 21Q: 3 clusters Score -139843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -139845.171875 Penalty: 3724.086426
	Iteration 22Q: 3 clusters Score -139845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139846.328125 Penalty: 3724.086426
	Iteration 23Q: 3 clusters Score -139846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -139847.796875 Penalty: 3724.086426
	Iteration 24Q: 3 clusters Score -139847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -139851.671875 Penalty: 3724.086426
	Iteration 25Q: 3 clusters Score -139851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -139853.171875 Penalty: 3724.086426
	Iteration 26Q: 3 clusters Score -139853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -139858.640625 Penalty: 3724.086426
	Iteration 27Q: 3 clusters Score -139858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139868.859375 Penalty: 3724.086426
	Iteration 28Q: 3 clusters Score -139868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -139895.234375 Penalty: 3724.086426
	Iteration 29Q: 3 clusters Score -139895.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139948.109375 Penalty: 3724.086426
	Iteration 30Q: 3 clusters Score -139948.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140057.671875 Penalty: 3724.086426
	Iteration 31Q: 3 clusters Score -140057.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -140200.546875 Penalty: 3724.086426
	Iteration 32Q: 3 clusters Score -140200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -140266.437500 Penalty: 3724.086426
	Iteration 33Q: 3 clusters Score -140266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140273.703125 Penalty: 3724.086426
	Iteration 34Q: 3 clusters Score -140273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -140274.812500 Penalty: 3724.086426
	Iteration 35Q: 3 clusters Score -140274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -140275.921875 Penalty: 3724.086426
	Iteration 36Q: 3 clusters Score -140275.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -140276.281250 Penalty: 3724.086426
	Iteration 37F: 3 clusters Score -140276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -140278.000000 Penalty: 3724.086426
	Iteration 38Q: 3 clusters Score -140278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140279.234375 Penalty: 3724.086426
	Iteration 39Q: 3 clusters Score -140279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -140279.234375 Penalty: 3724.086426
	Iteration 40F: 3 clusters Score -140279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 947 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Mstep: Class 52 contains 876 members 
Entering Unmasked Estep 
Score: -51170488.000000 Penalty: 172761.734375
Splitting cluster 9 changes total score from -51171188.000000 to -51170488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -52952.398438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -52952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -51322.160156 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51322.16 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51500.371094 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -51500.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51551.472656 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -51551.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51575.234375 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -51575.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51579.531250 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -51579.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51583.648438 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -51583.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51583.648438 Penalty: 3216.379150
	Iteration 6F: 3 clusters Score -51583.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Entering Unmasked Estep 
Score: -703376.437500 Penalty: 2234.100098
	Iteration 0F: 2 clusters Score -703376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -696832.875000 Penalty: 4468.200195
	Iteration 0F: 3 clusters Score -696832.9 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -698719.875000 Penalty: 4468.200195
	Iteration 1F: 3 clusters Score -698719.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -698985.687500 Penalty: 4468.200195
	Iteration 2F: 3 clusters Score -698985.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -699212.062500 Penalty: 4468.200195
	Iteration 3F: 3 clusters Score -699212.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -699421.812500 Penalty: 4468.200195
	Iteration 4Q: 3 clusters Score -699421.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -699621.500000 Penalty: 4468.200195
	Iteration 5Q: 3 clusters Score -699621.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -699837.500000 Penalty: 4468.200195
	Iteration 6Q: 3 clusters Score -699837.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -700091.125000 Penalty: 4468.200195
	Iteration 7Q: 3 clusters Score -700091.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -700368.312500 Penalty: 4468.200195
	Iteration 8Q: 3 clusters Score -700368.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -700624.562500 Penalty: 4468.200195
	Iteration 9Q: 3 clusters Score -700624.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -700828.125000 Penalty: 4468.200195
	Iteration 10Q: 3 clusters Score -700828.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -700981.875000 Penalty: 4468.200195
	Iteration 11Q: 3 clusters Score -700981.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -701107.187500 Penalty: 4468.200195
	Iteration 12Q: 3 clusters Score -701107.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -701203.500000 Penalty: 4468.200195
	Iteration 13Q: 3 clusters Score -701203.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -701294.812500 Penalty: 4468.200195
	Iteration 14Q: 3 clusters Score -701294.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -701371.062500 Penalty: 4468.200195
	Iteration 15Q: 3 clusters Score -701371.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -701429.812500 Penalty: 4468.200195
	Iteration 16Q: 3 clusters Score -701429.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -701463.937500 Penalty: 4468.200195
	Iteration 17Q: 3 clusters Score -701463.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -701484.062500 Penalty: 4468.200195
	Iteration 18Q: 3 clusters Score -701484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -701497.375000 Penalty: 4468.200195
	Iteration 19Q: 3 clusters Score -701497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -701505.562500 Penalty: 4468.200195
	Iteration 20F: 3 clusters Score -701505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -701514.250000 Penalty: 4468.200195
	Iteration 21Q: 3 clusters Score -701514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -701522.500000 Penalty: 4468.200195
	Iteration 22Q: 3 clusters Score -701522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -701532.812500 Penalty: 4468.200195
	Iteration 23Q: 3 clusters Score -701532.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -701538.000000 Penalty: 4468.200195
	Iteration 24Q: 3 clusters Score -701538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -701544.375000 Penalty: 4468.200195
	Iteration 25Q: 3 clusters Score -701544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -701548.125000 Penalty: 4468.200195
	Iteration 26Q: 3 clusters Score -701548.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -701552.875000 Penalty: 4468.200195
	Iteration 27Q: 3 clusters Score -701552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -701556.812500 Penalty: 4468.200195
	Iteration 28Q: 3 clusters Score -701556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -701565.250000 Penalty: 4468.200195
	Iteration 29Q: 3 clusters Score -701565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -701568.687500 Penalty: 4468.200195
	Iteration 30Q: 3 clusters Score -701568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -701569.875000 Penalty: 4468.200195
	Iteration 31Q: 3 clusters Score -701569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -701571.562500 Penalty: 4468.200195
	Iteration 32Q: 3 clusters Score -701571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -701573.937500 Penalty: 4468.200195
	Iteration 33Q: 3 clusters Score -701573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -701577.437500 Penalty: 4468.200195
	Iteration 34Q: 3 clusters Score -701577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -701576.437500 Penalty: 4468.200195
	Iteration 35Q: 3 clusters Score -701576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -701579.125000 Penalty: 4468.200195
	Iteration 36Q: 3 clusters Score -701579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -701581.375000 Penalty: 4468.200195
	Iteration 37Q: 3 clusters Score -701581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -701581.687500 Penalty: 4468.200195
	Iteration 38Q: 3 clusters Score -701581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -701582.062500 Penalty: 4468.200195
	Iteration 39Q: 3 clusters Score -701582.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -701582.062500 Penalty: 4468.200195
	Iteration 40F: 3 clusters Score -701582.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -171241.828125 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -171241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -168540.953125 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -168541 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -169108.203125 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -169108.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -169319.484375 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -169319.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -169427.390625 Penalty: 3805.918701
	Iteration 3F: 3 clusters Score -169427.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -169513.781250 Penalty: 3805.918701
	Iteration 4Q: 3 clusters Score -169513.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -169588.671875 Penalty: 3805.918701
	Iteration 5Q: 3 clusters Score -169588.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -169646.468750 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -169646.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -169689.812500 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -169689.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -169724.390625 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -169724.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -169760.734375 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -169760.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -169797.921875 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -169797.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -169833.062500 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -169833.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -169860.890625 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -169860.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -169875.562500 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -169875.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -169885.312500 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -169885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -169891.218750 Penalty: 3805.918701
	Iteration 15Q: 3 clusters Score -169891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -169894.046875 Penalty: 3805.918701
	Iteration 16Q: 3 clusters Score -169894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -169899.781250 Penalty: 3805.918701
	Iteration 17Q: 3 clusters Score -169899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -169905.687500 Penalty: 3805.918701
	Iteration 18Q: 3 clusters Score -169905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -169909.656250 Penalty: 3805.918701
	Iteration 19Q: 3 clusters Score -169909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -169912.046875 Penalty: 3805.918701
	Iteration 20F: 3 clusters Score -169912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -169913.687500 Penalty: 3805.918701
	Iteration 21Q: 3 clusters Score -169913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -169914.265625 Penalty: 3805.918701
	Iteration 22Q: 3 clusters Score -169914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -169915.343750 Penalty: 3805.918701
	Iteration 23Q: 3 clusters Score -169915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -169915.343750 Penalty: 3805.918701
	Iteration 24F: 3 clusters Score -169915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -123586.984375 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -123587 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 793 members 
Entering Unmasked Estep 
Score: -121230.882812 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -121230.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121638.117188 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -121638.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -121728.140625 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -121728.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121781.406250 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -121781.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -121820.445312 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -121820.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -121839.359375 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -121839.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121856.273438 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -121856.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121871.679688 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -121871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -121881.023438 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -121881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -121890.281250 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -121890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121899.796875 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -121899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -121909.750000 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -121909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -121916.765625 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -121916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -121920.906250 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -121920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -121923.250000 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -121923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -121923.250000 Penalty: 3670.101318
	Iteration 15F: 3 clusters Score -121923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -778499.312500 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -778499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -771076.125000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -771076.1 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -773331.375000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -773331.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -773811.000000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -773811 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -774341.875000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -774341.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -774990.687500 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -774990.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -775732.875000 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -775732.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -776307.312500 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -776307.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -776721.750000 Penalty: 4555.516602
	Iteration 7F: 3 clusters Score -776721.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -776956.187500 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -776956.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -777083.312500 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -777083.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -777167.062500 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -777167.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -777210.125000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -777210.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -777239.062500 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -777239.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -777262.312500 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -777262.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -777281.000000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -777281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -777296.250000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -777296.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -777306.062500 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -777306.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -777313.062500 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -777313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -777314.062500 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -777314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -777317.437500 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -777317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -777318.250000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -777318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -777320.062500 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -777320.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -777323.500000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -777323.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -777325.687500 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -777325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -777326.375000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -777326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -777326.500000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -777326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -777327.375000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -777327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -777329.187500 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -777329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -777331.000000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -777331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -777331.562500 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -777331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -777331.562500 Penalty: 4555.516602
	Iteration 30F: 3 clusters Score -777331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -221622.562500 Penalty: 1972.161255
	Iteration 0F: 2 clusters Score -221622.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -218503.906250 Penalty: 3944.322510
	Iteration 0F: 3 clusters Score -218503.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -219197.546875 Penalty: 3944.322510
	Iteration 1F: 3 clusters Score -219197.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -219402.109375 Penalty: 3944.322510
	Iteration 2F: 3 clusters Score -219402.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -219518.921875 Penalty: 3944.322510
	Iteration 3Q: 3 clusters Score -219518.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -219619.218750 Penalty: 3944.322510
	Iteration 4Q: 3 clusters Score -219619.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -219705.937500 Penalty: 3944.322510
	Iteration 5Q: 3 clusters Score -219705.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -219794.468750 Penalty: 3944.322510
	Iteration 6Q: 3 clusters Score -219794.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -219885.406250 Penalty: 3944.322510
	Iteration 7Q: 3 clusters Score -219885.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -219976.734375 Penalty: 3944.322510
	Iteration 8Q: 3 clusters Score -219976.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -220081.015625 Penalty: 3944.322510
	Iteration 9Q: 3 clusters Score -220081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -220184.906250 Penalty: 3944.322510
	Iteration 10Q: 3 clusters Score -220184.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -220280.062500 Penalty: 3944.322510
	Iteration 11Q: 3 clusters Score -220280.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -220366.187500 Penalty: 3944.322510
	Iteration 12Q: 3 clusters Score -220366.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -220467.515625 Penalty: 3944.322510
	Iteration 13Q: 3 clusters Score -220467.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -220575.671875 Penalty: 3944.322510
	Iteration 14Q: 3 clusters Score -220575.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -220717.906250 Penalty: 3944.322510
	Iteration 15Q: 3 clusters Score -220717.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -220930.890625 Penalty: 3944.322510
	Iteration 16Q: 3 clusters Score -220930.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221060.515625 Penalty: 3944.322510
	Iteration 17Q: 3 clusters Score -221060.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -221128.750000 Penalty: 3944.322510
	Iteration 18Q: 3 clusters Score -221128.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -221152.093750 Penalty: 3944.322510
	Iteration 19Q: 3 clusters Score -221152.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -221171.328125 Penalty: 3944.322510
	Iteration 20F: 3 clusters Score -221171.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -221179.468750 Penalty: 3944.322510
	Iteration 21Q: 3 clusters Score -221179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -221186.578125 Penalty: 3944.322510
	Iteration 22Q: 3 clusters Score -221186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -221188.921875 Penalty: 3944.322510
	Iteration 23Q: 3 clusters Score -221188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -221190.484375 Penalty: 3944.322510
	Iteration 24Q: 3 clusters Score -221190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -221192.281250 Penalty: 3944.322510
	Iteration 25Q: 3 clusters Score -221192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -221195.734375 Penalty: 3944.322510
	Iteration 26Q: 3 clusters Score -221195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221197.250000 Penalty: 3944.322510
	Iteration 27Q: 3 clusters Score -221197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221198.421875 Penalty: 3944.322510
	Iteration 28Q: 3 clusters Score -221198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221198.421875 Penalty: 3944.322510
	Iteration 29F: 3 clusters Score -221198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Entering Unmasked Estep 
Score: -1789703.250000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -1789703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1774303.000000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -1774303 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1779384.250000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -1779384 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1779824.500000 Penalty: 4962.169434
	Iteration 2F: 3 clusters Score -1779824 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1780213.750000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -1780214 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1780562.250000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -1780562 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1780955.375000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -1780955 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1781434.250000 Penalty: 4962.169434
	Iteration 6Q: 3 clusters Score -1781434 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1782110.750000 Penalty: 4962.169434
	Iteration 7F: 3 clusters Score -1782111 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1782980.375000 Penalty: 4962.169434
	Iteration 8F: 3 clusters Score -1782980 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1783962.875000 Penalty: 4962.169434
	Iteration 9F: 3 clusters Score -1783963 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1784891.625000 Penalty: 4962.169434
	Iteration 10F: 3 clusters Score -1784892 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1785660.250000 Penalty: 4962.169434
	Iteration 11Q: 3 clusters Score -1785660 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -1786251.375000 Penalty: 4962.169434
	Iteration 12Q: 3 clusters Score -1786251 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1786682.500000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -1786682 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1787009.375000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -1787009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1787219.625000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -1787220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -1787342.625000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -1787343 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1787435.500000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -1787436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -1787480.375000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -1787480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -1787517.625000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -1787518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -1787546.875000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -1787547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1787575.625000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -1787576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1787597.000000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -1787597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -1787607.000000 Penalty: 4962.169434
	Iteration 23Q: 3 clusters Score -1787607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1787608.500000 Penalty: 4962.169434
	Iteration 24Q: 3 clusters Score -1787608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1787612.500000 Penalty: 4962.169434
	Iteration 25Q: 3 clusters Score -1787612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1787612.500000 Penalty: 4962.169434
	Iteration 26F: 3 clusters Score -1787612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -4181101.000000 Penalty: 2692.611816
	Iteration 0F: 2 clusters Score -4181101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4146301.750000 Penalty: 5385.223633
	Iteration 0F: 3 clusters Score -4146302 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4159586.500000 Penalty: 5385.223633
	Iteration 1F: 3 clusters Score -4159586 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4160451.250000 Penalty: 5385.223633
	Iteration 2Q: 3 clusters Score -4160451 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4161561.250000 Penalty: 5385.223633
	Iteration 3Q: 3 clusters Score -4161561 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4163144.000000 Penalty: 5385.223633
	Iteration 4F: 3 clusters Score -4163144 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4165409.000000 Penalty: 5385.223633
	Iteration 5F: 3 clusters Score -4165409 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4168437.250000 Penalty: 5385.223633
	Iteration 6F: 3 clusters Score -4168437 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4171552.000000 Penalty: 5385.223633
	Iteration 7F: 3 clusters Score -4171552 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4174472.000000 Penalty: 5385.223633
	Iteration 8F: 3 clusters Score -4174472 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4176493.500000 Penalty: 5385.223633
	Iteration 9Q: 3 clusters Score -4176494 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4177651.250000 Penalty: 5385.223633
	Iteration 10Q: 3 clusters Score -4177651 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4178260.000000 Penalty: 5385.223633
	Iteration 11Q: 3 clusters Score -4178260 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4178583.750000 Penalty: 5385.223633
	Iteration 12Q: 3 clusters Score -4178584 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4178744.000000 Penalty: 5385.223633
	Iteration 13Q: 3 clusters Score -4178744 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4178838.500000 Penalty: 5385.223633
	Iteration 14Q: 3 clusters Score -4178838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4178931.000000 Penalty: 5385.223633
	Iteration 15Q: 3 clusters Score -4178931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4178972.750000 Penalty: 5385.223633
	Iteration 16Q: 3 clusters Score -4178973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4179008.250000 Penalty: 5385.223633
	Iteration 17Q: 3 clusters Score -4179008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4179033.250000 Penalty: 5385.223633
	Iteration 18Q: 3 clusters Score -4179033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4179046.750000 Penalty: 5385.223633
	Iteration 19Q: 3 clusters Score -4179047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4179059.750000 Penalty: 5385.223633
	Iteration 20F: 3 clusters Score -4179060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4179064.250000 Penalty: 5385.223633
	Iteration 21Q: 3 clusters Score -4179064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4179074.000000 Penalty: 5385.223633
	Iteration 22Q: 3 clusters Score -4179074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4179078.750000 Penalty: 5385.223633
	Iteration 23Q: 3 clusters Score -4179079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4179076.000000 Penalty: 5385.223633
	Iteration 24Q: 3 clusters Score -4179076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4179081.500000 Penalty: 5385.223633
	Iteration 25Q: 3 clusters Score -4179082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4179086.500000 Penalty: 5385.223633
	Iteration 26Q: 3 clusters Score -4179086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4179088.000000 Penalty: 5385.223633
	Iteration 27Q: 3 clusters Score -4179088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4179090.000000 Penalty: 5385.223633
	Iteration 28Q: 3 clusters Score -4179090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4179091.000000 Penalty: 5385.223633
	Iteration 29Q: 3 clusters Score -4179091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4179088.500000 Penalty: 5385.223633
	Iteration 30Q: 3 clusters Score -4179088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4179088.250000 Penalty: 5385.223633
	Iteration 31Q: 3 clusters Score -4179088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4179091.000000 Penalty: 5385.223633
	Iteration 32Q: 3 clusters Score -4179091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4179092.500000 Penalty: 5385.223633
	Iteration 33Q: 3 clusters Score -4179092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4179092.500000 Penalty: 5385.223633
	Iteration 34F: 3 clusters Score -4179092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1282238.500000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1282238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1271026.500000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1271026 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1274662.250000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1274662 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1275000.750000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1275001 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1275293.750000 Penalty: 4791.082031
	Iteration 3Q: 3 clusters Score -1275294 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1275536.000000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -1275536 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1275780.125000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -1275780 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1276016.125000 Penalty: 4791.082031
	Iteration 6Q: 3 clusters Score -1276016 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1276255.250000 Penalty: 4791.082031
	Iteration 7Q: 3 clusters Score -1276255 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1276508.625000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -1276509 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1276809.500000 Penalty: 4791.082031
	Iteration 9Q: 3 clusters Score -1276810 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1277101.250000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -1277101 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1277403.750000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -1277404 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1277700.625000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -1277701 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1277993.125000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -1277993 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1278277.000000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1278277 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1278553.250000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1278553 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1278800.250000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1278800 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1279004.500000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1279004 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1279187.750000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1279188 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1279348.750000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -1279349 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1279467.750000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1279468 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1279569.750000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -1279570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1279618.000000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1279618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1279663.125000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1279663 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1279693.500000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1279694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1279707.000000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1279707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1279726.500000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1279726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1279744.250000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1279744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1279759.250000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -1279759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1279770.375000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -1279770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1279782.500000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -1279782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1279791.125000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -1279791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1279803.750000 Penalty: 4791.082031
	Iteration 32Q: 3 clusters Score -1279804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1279821.625000 Penalty: 4791.082031
	Iteration 33Q: 3 clusters Score -1279822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1279832.250000 Penalty: 4791.082031
	Iteration 34Q: 3 clusters Score -1279832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1279838.625000 Penalty: 4791.082031
	Iteration 35Q: 3 clusters Score -1279839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1279847.375000 Penalty: 4791.082031
	Iteration 36Q: 3 clusters Score -1279847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1279866.375000 Penalty: 4791.082031
	Iteration 37Q: 3 clusters Score -1279866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1279880.875000 Penalty: 4791.082031
	Iteration 38Q: 3 clusters Score -1279881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1279888.125000 Penalty: 4791.082031
	Iteration 39Q: 3 clusters Score -1279888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1279902.125000 Penalty: 4791.082031
	Iteration 40F: 3 clusters Score -1279902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1279904.250000 Penalty: 4791.082031
	Iteration 41Q: 3 clusters Score -1279904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1279913.250000 Penalty: 4791.082031
	Iteration 42Q: 3 clusters Score -1279913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1279917.625000 Penalty: 4791.082031
	Iteration 43Q: 3 clusters Score -1279918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1279923.375000 Penalty: 4791.082031
	Iteration 44Q: 3 clusters Score -1279923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1279930.375000 Penalty: 4791.082031
	Iteration 45Q: 3 clusters Score -1279930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1279936.875000 Penalty: 4791.082031
	Iteration 46Q: 3 clusters Score -1279937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1279946.000000 Penalty: 4791.082031
	Iteration 47Q: 3 clusters Score -1279946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1279953.000000 Penalty: 4791.082031
	Iteration 48Q: 3 clusters Score -1279953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1279960.125000 Penalty: 4791.082031
	Iteration 49Q: 3 clusters Score -1279960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1279962.625000 Penalty: 4791.082031
	Iteration 50Q: 3 clusters Score -1279963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1279966.375000 Penalty: 4791.082031
	Iteration 51Q: 3 clusters Score -1279966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1279972.750000 Penalty: 4791.082031
	Iteration 52Q: 3 clusters Score -1279973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1279977.625000 Penalty: 4791.082031
	Iteration 53Q: 3 clusters Score -1279978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1279979.000000 Penalty: 4791.082031
	Iteration 54Q: 3 clusters Score -1279979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1279980.750000 Penalty: 4791.082031
	Iteration 55Q: 3 clusters Score -1279981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1279980.625000 Penalty: 4791.082031
	Iteration 56Q: 3 clusters Score -1279981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1279982.625000 Penalty: 4791.082031
	Iteration 57Q: 3 clusters Score -1279983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1279982.500000 Penalty: 4791.082031
	Iteration 58Q: 3 clusters Score -1279982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1279984.375000 Penalty: 4791.082031
	Iteration 59Q: 3 clusters Score -1279984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1279982.000000 Penalty: 4791.082031
	Iteration 60F: 3 clusters Score -1279982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1279984.500000 Penalty: 4791.082031
	Iteration 61Q: 3 clusters Score -1279984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1279988.750000 Penalty: 4791.082031
	Iteration 62Q: 3 clusters Score -1279989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1279986.500000 Penalty: 4791.082031
	Iteration 63Q: 3 clusters Score -1279986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1279990.875000 Penalty: 4791.082031
	Iteration 64Q: 3 clusters Score -1279991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1279990.125000 Penalty: 4791.082031
	Iteration 65Q: 3 clusters Score -1279990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1279989.625000 Penalty: 4791.082031
	Iteration 66Q: 3 clusters Score -1279990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1279989.625000 Penalty: 4791.082031
	Iteration 67F: 3 clusters Score -1279990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Entering Unmasked Estep 
Score: -745581.375000 Penalty: 2247.796387
	Iteration 0F: 2 clusters Score -745581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -738846.687500 Penalty: 4495.592773
	Iteration 0F: 3 clusters Score -738846.7 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -740746.125000 Penalty: 4495.592773
	Iteration 1F: 3 clusters Score -740746.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -741068.062500 Penalty: 4495.592773
	Iteration 2F: 3 clusters Score -741068.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -741344.250000 Penalty: 4495.592773
	Iteration 3F: 3 clusters Score -741344.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -741612.375000 Penalty: 4495.592773
	Iteration 4F: 3 clusters Score -741612.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -741901.250000 Penalty: 4495.592773
	Iteration 5F: 3 clusters Score -741901.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -742162.500000 Penalty: 4495.592773
	Iteration 6Q: 3 clusters Score -742162.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -742418.687500 Penalty: 4495.592773
	Iteration 7Q: 3 clusters Score -742418.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -742677.562500 Penalty: 4495.592773
	Iteration 8Q: 3 clusters Score -742677.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -742840.500000 Penalty: 4495.592773
	Iteration 9Q: 3 clusters Score -742840.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -742967.625000 Penalty: 4495.592773
	Iteration 10Q: 3 clusters Score -742967.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -743049.875000 Penalty: 4495.592773
	Iteration 11Q: 3 clusters Score -743049.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -743133.062500 Penalty: 4495.592773
	Iteration 12Q: 3 clusters Score -743133.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -743207.625000 Penalty: 4495.592773
	Iteration 13Q: 3 clusters Score -743207.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -743266.937500 Penalty: 4495.592773
	Iteration 14Q: 3 clusters Score -743266.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -743320.562500 Penalty: 4495.592773
	Iteration 15Q: 3 clusters Score -743320.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -743364.187500 Penalty: 4495.592773
	Iteration 16Q: 3 clusters Score -743364.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -743402.000000 Penalty: 4495.592773
	Iteration 17Q: 3 clusters Score -743402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -743435.500000 Penalty: 4495.592773
	Iteration 18Q: 3 clusters Score -743435.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -743462.062500 Penalty: 4495.592773
	Iteration 19Q: 3 clusters Score -743462.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -743479.375000 Penalty: 4495.592773
	Iteration 20F: 3 clusters Score -743479.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -743495.375000 Penalty: 4495.592773
	Iteration 21Q: 3 clusters Score -743495.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -743508.500000 Penalty: 4495.592773
	Iteration 22Q: 3 clusters Score -743508.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -743525.937500 Penalty: 4495.592773
	Iteration 23Q: 3 clusters Score -743525.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -743532.375000 Penalty: 4495.592773
	Iteration 24Q: 3 clusters Score -743532.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -743541.687500 Penalty: 4495.592773
	Iteration 25Q: 3 clusters Score -743541.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -743550.812500 Penalty: 4495.592773
	Iteration 26Q: 3 clusters Score -743550.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -743559.250000 Penalty: 4495.592773
	Iteration 27Q: 3 clusters Score -743559.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -743563.062500 Penalty: 4495.592773
	Iteration 28Q: 3 clusters Score -743563.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -743568.312500 Penalty: 4495.592773
	Iteration 29Q: 3 clusters Score -743568.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -743576.625000 Penalty: 4495.592773
	Iteration 30Q: 3 clusters Score -743576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -743582.375000 Penalty: 4495.592773
	Iteration 31Q: 3 clusters Score -743582.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -743586.000000 Penalty: 4495.592773
	Iteration 32Q: 3 clusters Score -743586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -743589.375000 Penalty: 4495.592773
	Iteration 33Q: 3 clusters Score -743589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -743593.062500 Penalty: 4495.592773
	Iteration 34Q: 3 clusters Score -743593.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -743598.875000 Penalty: 4495.592773
	Iteration 35Q: 3 clusters Score -743598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -743600.812500 Penalty: 4495.592773
	Iteration 36Q: 3 clusters Score -743600.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -743605.875000 Penalty: 4495.592773
	Iteration 37Q: 3 clusters Score -743605.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -743608.187500 Penalty: 4495.592773
	Iteration 38Q: 3 clusters Score -743608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -743611.500000 Penalty: 4495.592773
	Iteration 39Q: 3 clusters Score -743611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -743612.312500 Penalty: 4495.592773
	Iteration 40F: 3 clusters Score -743612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -743613.437500 Penalty: 4495.592773
	Iteration 41Q: 3 clusters Score -743613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -743614.187500 Penalty: 4495.592773
	Iteration 42Q: 3 clusters Score -743614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -743613.187500 Penalty: 4495.592773
	Iteration 43Q: 3 clusters Score -743613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -743615.437500 Penalty: 4495.592773
	Iteration 44Q: 3 clusters Score -743615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -743615.437500 Penalty: 4495.592773
	Iteration 45F: 3 clusters Score -743615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Entering Unmasked Estep 
Score: -5044475.500000 Penalty: 2730.796143
	Iteration 0F: 2 clusters Score -5044476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -5003900.000000 Penalty: 5461.592285
	Iteration 0F: 3 clusters Score -5003900 nChanged 28093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5019404.500000 Penalty: 5461.592285
	Iteration 1F: 3 clusters Score -5019404 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5019913.500000 Penalty: 5461.592285
	Iteration 2Q: 3 clusters Score -5019914 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -5020498.000000 Penalty: 5461.592285
	Iteration 3Q: 3 clusters Score -5020498 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5021195.000000 Penalty: 5461.592285
	Iteration 4Q: 3 clusters Score -5021195 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -5022297.000000 Penalty: 5461.592285
	Iteration 5Q: 3 clusters Score -5022297 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -5024001.500000 Penalty: 5461.592285
	Iteration 6F: 3 clusters Score -5024002 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5026830.500000 Penalty: 5461.592285
	Iteration 7F: 3 clusters Score -5026830 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5030668.500000 Penalty: 5461.592285
	Iteration 8F: 3 clusters Score -5030668 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -5034794.000000 Penalty: 5461.592285
	Iteration 9F: 3 clusters Score -5034794 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5038157.000000 Penalty: 5461.592285
	Iteration 10F: 3 clusters Score -5038157 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5040177.500000 Penalty: 5461.592285
	Iteration 11Q: 3 clusters Score -5040178 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5041205.000000 Penalty: 5461.592285
	Iteration 12Q: 3 clusters Score -5041205 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5041704.500000 Penalty: 5461.592285
	Iteration 13Q: 3 clusters Score -5041704 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5041859.500000 Penalty: 5461.592285
	Iteration 14Q: 3 clusters Score -5041860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5041942.000000 Penalty: 5461.592285
	Iteration 15Q: 3 clusters Score -5041942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5042003.500000 Penalty: 5461.592285
	Iteration 16Q: 3 clusters Score -5042004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5042039.500000 Penalty: 5461.592285
	Iteration 17Q: 3 clusters Score -5042040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5042085.500000 Penalty: 5461.592285
	Iteration 18Q: 3 clusters Score -5042086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5042111.000000 Penalty: 5461.592285
	Iteration 19Q: 3 clusters Score -5042111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5042126.500000 Penalty: 5461.592285
	Iteration 20F: 3 clusters Score -5042126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5042138.500000 Penalty: 5461.592285
	Iteration 21Q: 3 clusters Score -5042138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5042153.000000 Penalty: 5461.592285
	Iteration 22Q: 3 clusters Score -5042153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5042157.000000 Penalty: 5461.592285
	Iteration 23Q: 3 clusters Score -5042157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5042166.500000 Penalty: 5461.592285
	Iteration 24Q: 3 clusters Score -5042166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5042170.500000 Penalty: 5461.592285
	Iteration 25Q: 3 clusters Score -5042170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5042172.500000 Penalty: 5461.592285
	Iteration 26Q: 3 clusters Score -5042172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5042172.500000 Penalty: 5461.592285
	Iteration 27F: 3 clusters Score -5042172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -227195.718750 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -227195.7 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 1404 members 
Entering Unmasked Estep 
Score: -224048.375000 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -224048.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -224782.093750 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -224782.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -224962.937500 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -224962.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -225086.125000 Penalty: 3944.148193
	Iteration 3F: 3 clusters Score -225086.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -225215.593750 Penalty: 3944.148193
	Iteration 4Q: 3 clusters Score -225215.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -225358.421875 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -225358.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -225482.750000 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -225482.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -225597.750000 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -225597.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -225703.218750 Penalty: 3944.148193
	Iteration 8Q: 3 clusters Score -225703.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -225798.390625 Penalty: 3944.148193
	Iteration 9Q: 3 clusters Score -225798.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -225886.140625 Penalty: 3944.148193
	Iteration 10Q: 3 clusters Score -225886.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -225948.031250 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -225948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -225981.437500 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -225981.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -226000.687500 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -226000.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -226009.093750 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -226009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -226012.812500 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -226012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -226017.890625 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -226017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -226022.703125 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -226022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -226024.765625 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -226024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -226025.781250 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -226025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -226026.937500 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -226026.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Entering Unmasked Estep 
Score: -1798349.250000 Penalty: 2479.791992
	Iteration 0F: 2 clusters Score -1798349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1782945.125000 Penalty: 4959.583984
	Iteration 0F: 3 clusters Score -1782945 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1788221.875000 Penalty: 4959.583984
	Iteration 1F: 3 clusters Score -1788222 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1788678.875000 Penalty: 4959.583984
	Iteration 2F: 3 clusters Score -1788679 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1789090.625000 Penalty: 4959.583984
	Iteration 3Q: 3 clusters Score -1789091 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1789461.000000 Penalty: 4959.583984
	Iteration 4Q: 3 clusters Score -1789461 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1789831.500000 Penalty: 4959.583984
	Iteration 5Q: 3 clusters Score -1789832 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1790241.875000 Penalty: 4959.583984
	Iteration 6Q: 3 clusters Score -1790242 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1790752.625000 Penalty: 4959.583984
	Iteration 7Q: 3 clusters Score -1790753 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1791325.500000 Penalty: 4959.583984
	Iteration 8Q: 3 clusters Score -1791326 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1792014.625000 Penalty: 4959.583984
	Iteration 9Q: 3 clusters Score -1792015 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1792916.625000 Penalty: 4959.583984
	Iteration 10Q: 3 clusters Score -1792917 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1793939.375000 Penalty: 4959.583984
	Iteration 11Q: 3 clusters Score -1793939 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1794890.625000 Penalty: 4959.583984
	Iteration 12Q: 3 clusters Score -1794891 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1795595.750000 Penalty: 4959.583984
	Iteration 13Q: 3 clusters Score -1795596 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1796125.000000 Penalty: 4959.583984
	Iteration 14Q: 3 clusters Score -1796125 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1796548.875000 Penalty: 4959.583984
	Iteration 15Q: 3 clusters Score -1796549 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1796816.625000 Penalty: 4959.583984
	Iteration 16Q: 3 clusters Score -1796817 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1796968.125000 Penalty: 4959.583984
	Iteration 17Q: 3 clusters Score -1796968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1797052.375000 Penalty: 4959.583984
	Iteration 18Q: 3 clusters Score -1797052 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1797130.875000 Penalty: 4959.583984
	Iteration 19Q: 3 clusters Score -1797131 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1797200.750000 Penalty: 4959.583984
	Iteration 20F: 3 clusters Score -1797201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1797238.375000 Penalty: 4959.583984
	Iteration 21Q: 3 clusters Score -1797238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1797273.125000 Penalty: 4959.583984
	Iteration 22Q: 3 clusters Score -1797273 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1797301.375000 Penalty: 4959.583984
	Iteration 23Q: 3 clusters Score -1797301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1797317.250000 Penalty: 4959.583984
	Iteration 24Q: 3 clusters Score -1797317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1797339.000000 Penalty: 4959.583984
	Iteration 25Q: 3 clusters Score -1797339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1797351.250000 Penalty: 4959.583984
	Iteration 26Q: 3 clusters Score -1797351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1797367.375000 Penalty: 4959.583984
	Iteration 27Q: 3 clusters Score -1797367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1797372.375000 Penalty: 4959.583984
	Iteration 28Q: 3 clusters Score -1797372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1797382.250000 Penalty: 4959.583984
	Iteration 29Q: 3 clusters Score -1797382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1797393.125000 Penalty: 4959.583984
	Iteration 30Q: 3 clusters Score -1797393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1797396.625000 Penalty: 4959.583984
	Iteration 31Q: 3 clusters Score -1797397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1797398.500000 Penalty: 4959.583984
	Iteration 32Q: 3 clusters Score -1797398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1797398.250000 Penalty: 4959.583984
	Iteration 33Q: 3 clusters Score -1797398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1797402.375000 Penalty: 4959.583984
	Iteration 34Q: 3 clusters Score -1797402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1797400.750000 Penalty: 4959.583984
	Iteration 35Q: 3 clusters Score -1797401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1797398.625000 Penalty: 4959.583984
	Iteration 36Q: 3 clusters Score -1797399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1797399.125000 Penalty: 4959.583984
	Iteration 37Q: 3 clusters Score -1797399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1797399.750000 Penalty: 4959.583984
	Iteration 38Q: 3 clusters Score -1797400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1797402.500000 Penalty: 4959.583984
	Iteration 39Q: 3 clusters Score -1797402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1797403.000000 Penalty: 4959.583984
	Iteration 40F: 3 clusters Score -1797403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -500223.343750 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -500223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -494432.031250 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -494432 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -496545.125000 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -496545.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -497437.187500 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -497437.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -498278.000000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -498278 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -498881.781250 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -498881.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -499276.000000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -499276 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -499499.406250 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -499499.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -499632.343750 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -499632.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -499709.250000 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -499709.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -499758.906250 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -499758.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -499792.250000 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -499792.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -499808.312500 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -499808.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -499819.656250 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -499819.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -499829.968750 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -499830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -499839.343750 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -499839.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -499847.968750 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -499848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -499853.562500 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -499853.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -499862.406250 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -499862.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -499869.312500 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -499869.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -499875.312500 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -499875.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -499879.875000 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -499879.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -499885.812500 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -499885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -499887.625000 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -499887.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -499891.500000 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -499891.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -499894.281250 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -499894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -499894.687500 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -499894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -499894.906250 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -499894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -499895.968750 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -499896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -499896.843750 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -499896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -499898.625000 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -499898.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -499899.687500 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -499899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -499899.031250 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -499899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -499901.125000 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -499901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -499901.500000 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -499901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -499904.968750 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -499905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -499907.687500 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -499907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -499908.781250 Penalty: 4403.527344
	Iteration 36Q: 3 clusters Score -499908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -499909.781250 Penalty: 4403.527344
	Iteration 37Q: 3 clusters Score -499909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -499911.468750 Penalty: 4403.527344
	Iteration 38Q: 3 clusters Score -499911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -499912.656250 Penalty: 4403.527344
	Iteration 39Q: 3 clusters Score -499912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -499912.625000 Penalty: 4403.527344
	Iteration 40F: 3 clusters Score -499912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -754886.562500 Penalty: 2258.750488
	Iteration 0F: 2 clusters Score -754886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -747772.437500 Penalty: 4517.500977
	Iteration 0F: 3 clusters Score -747772.4 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -749910.187500 Penalty: 4517.500977
	Iteration 1F: 3 clusters Score -749910.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -750412.250000 Penalty: 4517.500977
	Iteration 2F: 3 clusters Score -750412.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -750971.812500 Penalty: 4517.500977
	Iteration 3F: 3 clusters Score -750971.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -751620.437500 Penalty: 4517.500977
	Iteration 4F: 3 clusters Score -751620.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -752262.250000 Penalty: 4517.500977
	Iteration 5F: 3 clusters Score -752262.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -752778.625000 Penalty: 4517.500977
	Iteration 6F: 3 clusters Score -752778.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -753068.062500 Penalty: 4517.500977
	Iteration 7Q: 3 clusters Score -753068.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -753236.750000 Penalty: 4517.500977
	Iteration 8Q: 3 clusters Score -753236.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -753348.500000 Penalty: 4517.500977
	Iteration 9Q: 3 clusters Score -753348.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -753436.375000 Penalty: 4517.500977
	Iteration 10Q: 3 clusters Score -753436.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -753509.500000 Penalty: 4517.500977
	Iteration 11Q: 3 clusters Score -753509.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -753585.062500 Penalty: 4517.500977
	Iteration 12Q: 3 clusters Score -753585.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -753672.250000 Penalty: 4517.500977
	Iteration 13Q: 3 clusters Score -753672.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -753764.500000 Penalty: 4517.500977
	Iteration 14Q: 3 clusters Score -753764.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -753821.375000 Penalty: 4517.500977
	Iteration 15Q: 3 clusters Score -753821.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -753885.500000 Penalty: 4517.500977
	Iteration 16Q: 3 clusters Score -753885.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -753946.875000 Penalty: 4517.500977
	Iteration 17Q: 3 clusters Score -753946.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -753992.500000 Penalty: 4517.500977
	Iteration 18Q: 3 clusters Score -753992.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -754018.562500 Penalty: 4517.500977
	Iteration 19Q: 3 clusters Score -754018.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -754038.875000 Penalty: 4517.500977
	Iteration 20F: 3 clusters Score -754038.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -754052.062500 Penalty: 4517.500977
	Iteration 21Q: 3 clusters Score -754052.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -754061.375000 Penalty: 4517.500977
	Iteration 22Q: 3 clusters Score -754061.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -754066.437500 Penalty: 4517.500977
	Iteration 23Q: 3 clusters Score -754066.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -754073.187500 Penalty: 4517.500977
	Iteration 24Q: 3 clusters Score -754073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -754076.062500 Penalty: 4517.500977
	Iteration 25Q: 3 clusters Score -754076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -754082.500000 Penalty: 4517.500977
	Iteration 26Q: 3 clusters Score -754082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -754085.500000 Penalty: 4517.500977
	Iteration 27Q: 3 clusters Score -754085.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -754086.437500 Penalty: 4517.500977
	Iteration 28Q: 3 clusters Score -754086.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -754086.437500 Penalty: 4517.500977
	Iteration 29Q: 3 clusters Score -754086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -754086.875000 Penalty: 4517.500977
	Iteration 30Q: 3 clusters Score -754086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -754087.625000 Penalty: 4517.500977
	Iteration 31Q: 3 clusters Score -754087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -754089.250000 Penalty: 4517.500977
	Iteration 32Q: 3 clusters Score -754089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -754089.875000 Penalty: 4517.500977
	Iteration 33Q: 3 clusters Score -754089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -754092.187500 Penalty: 4517.500977
	Iteration 34Q: 3 clusters Score -754092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -754090.625000 Penalty: 4517.500977
	Iteration 35Q: 3 clusters Score -754090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -754090.625000 Penalty: 4517.500977
	Iteration 36F: 3 clusters Score -754090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -162447.687500 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -162447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159795.359375 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -159795.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160296.515625 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -160296.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160425.515625 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -160425.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160502.203125 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -160502.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160561.937500 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -160561.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -160605.953125 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -160606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160630.625000 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -160630.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -160643.000000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -160643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160654.796875 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -160654.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160659.968750 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -160660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160665.593750 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -160665.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160673.078125 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -160673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160677.015625 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -160677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160678.421875 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -160678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160678.718750 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -160678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -160679.375000 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -160679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160679.687500 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -160679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160680.437500 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -160680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -160682.312500 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -160682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160682.859375 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -160682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160682.859375 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -160682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Entering Unmasked Estep 
Score: -847037.562500 Penalty: 2324.980713
	Iteration 0F: 2 clusters Score -847037.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -838206.937500 Penalty: 4649.961426
	Iteration 0F: 3 clusters Score -838206.9 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -841116.750000 Penalty: 4649.961426
	Iteration 1F: 3 clusters Score -841116.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -841657.437500 Penalty: 4649.961426
	Iteration 2F: 3 clusters Score -841657.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -842107.500000 Penalty: 4649.961426
	Iteration 3F: 3 clusters Score -842107.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -842480.562500 Penalty: 4649.961426
	Iteration 4F: 3 clusters Score -842480.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -842804.625000 Penalty: 4649.961426
	Iteration 5Q: 3 clusters Score -842804.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -843106.562500 Penalty: 4649.961426
	Iteration 6Q: 3 clusters Score -843106.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -843430.000000 Penalty: 4649.961426
	Iteration 7Q: 3 clusters Score -843430 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -843726.750000 Penalty: 4649.961426
	Iteration 8Q: 3 clusters Score -843726.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -843976.687500 Penalty: 4649.961426
	Iteration 9Q: 3 clusters Score -843976.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -844197.375000 Penalty: 4649.961426
	Iteration 10Q: 3 clusters Score -844197.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -844363.562500 Penalty: 4649.961426
	Iteration 11Q: 3 clusters Score -844363.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -844515.125000 Penalty: 4649.961426
	Iteration 12Q: 3 clusters Score -844515.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -844638.375000 Penalty: 4649.961426
	Iteration 13Q: 3 clusters Score -844638.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -844749.187500 Penalty: 4649.961426
	Iteration 14Q: 3 clusters Score -844749.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -844832.375000 Penalty: 4649.961426
	Iteration 15Q: 3 clusters Score -844832.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -844896.500000 Penalty: 4649.961426
	Iteration 16Q: 3 clusters Score -844896.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -844959.187500 Penalty: 4649.961426
	Iteration 17Q: 3 clusters Score -844959.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -845007.500000 Penalty: 4649.961426
	Iteration 18Q: 3 clusters Score -845007.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -845045.750000 Penalty: 4649.961426
	Iteration 19Q: 3 clusters Score -845045.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -845078.562500 Penalty: 4649.961426
	Iteration 20F: 3 clusters Score -845078.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -845104.562500 Penalty: 4649.961426
	Iteration 21Q: 3 clusters Score -845104.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -845133.562500 Penalty: 4649.961426
	Iteration 22Q: 3 clusters Score -845133.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -845154.437500 Penalty: 4649.961426
	Iteration 23Q: 3 clusters Score -845154.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -845167.687500 Penalty: 4649.961426
	Iteration 24Q: 3 clusters Score -845167.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -845184.750000 Penalty: 4649.961426
	Iteration 25Q: 3 clusters Score -845184.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -845200.812500 Penalty: 4649.961426
	Iteration 26Q: 3 clusters Score -845200.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -845216.000000 Penalty: 4649.961426
	Iteration 27Q: 3 clusters Score -845216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -845236.062500 Penalty: 4649.961426
	Iteration 28Q: 3 clusters Score -845236.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -845251.625000 Penalty: 4649.961426
	Iteration 29Q: 3 clusters Score -845251.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -845263.250000 Penalty: 4649.961426
	Iteration 30Q: 3 clusters Score -845263.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -845271.937500 Penalty: 4649.961426
	Iteration 31Q: 3 clusters Score -845271.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -845278.000000 Penalty: 4649.961426
	Iteration 32Q: 3 clusters Score -845278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -845284.000000 Penalty: 4649.961426
	Iteration 33Q: 3 clusters Score -845284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -845290.812500 Penalty: 4649.961426
	Iteration 34Q: 3 clusters Score -845290.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -845298.562500 Penalty: 4649.961426
	Iteration 35Q: 3 clusters Score -845298.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -845304.375000 Penalty: 4649.961426
	Iteration 36Q: 3 clusters Score -845304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -845306.750000 Penalty: 4649.961426
	Iteration 37Q: 3 clusters Score -845306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -845310.812500 Penalty: 4649.961426
	Iteration 38Q: 3 clusters Score -845310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -845318.750000 Penalty: 4649.961426
	Iteration 39Q: 3 clusters Score -845318.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -845323.500000 Penalty: 4649.961426
	Iteration 40F: 3 clusters Score -845323.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -845330.250000 Penalty: 4649.961426
	Iteration 41Q: 3 clusters Score -845330.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -845335.500000 Penalty: 4649.961426
	Iteration 42Q: 3 clusters Score -845335.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -845342.000000 Penalty: 4649.961426
	Iteration 43Q: 3 clusters Score -845342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -845352.437500 Penalty: 4649.961426
	Iteration 44Q: 3 clusters Score -845352.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -845363.375000 Penalty: 4649.961426
	Iteration 45Q: 3 clusters Score -845363.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -845377.937500 Penalty: 4649.961426
	Iteration 46Q: 3 clusters Score -845377.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -845388.437500 Penalty: 4649.961426
	Iteration 47Q: 3 clusters Score -845388.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -845399.187500 Penalty: 4649.961426
	Iteration 48Q: 3 clusters Score -845399.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -845411.062500 Penalty: 4649.961426
	Iteration 49Q: 3 clusters Score -845411.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -845421.312500 Penalty: 4649.961426
	Iteration 50Q: 3 clusters Score -845421.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -845432.937500 Penalty: 4649.961426
	Iteration 51Q: 3 clusters Score -845432.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -845440.750000 Penalty: 4649.961426
	Iteration 52Q: 3 clusters Score -845440.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -845448.812500 Penalty: 4649.961426
	Iteration 53Q: 3 clusters Score -845448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -845455.937500 Penalty: 4649.961426
	Iteration 54Q: 3 clusters Score -845455.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -845463.375000 Penalty: 4649.961426
	Iteration 55Q: 3 clusters Score -845463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -845468.812500 Penalty: 4649.961426
	Iteration 56Q: 3 clusters Score -845468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -845471.000000 Penalty: 4649.961426
	Iteration 57Q: 3 clusters Score -845471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -845479.875000 Penalty: 4649.961426
	Iteration 58Q: 3 clusters Score -845479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -845482.875000 Penalty: 4649.961426
	Iteration 59Q: 3 clusters Score -845482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -845483.437500 Penalty: 4649.961426
	Iteration 60F: 3 clusters Score -845483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -845484.000000 Penalty: 4649.961426
	Iteration 61Q: 3 clusters Score -845484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -845484.187500 Penalty: 4649.961426
	Iteration 62Q: 3 clusters Score -845484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -845485.875000 Penalty: 4649.961426
	Iteration 63Q: 3 clusters Score -845485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -845486.625000 Penalty: 4649.961426
	Iteration 64Q: 3 clusters Score -845486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -845487.687500 Penalty: 4649.961426
	Iteration 65Q: 3 clusters Score -845487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -845489.750000 Penalty: 4649.961426
	Iteration 66Q: 3 clusters Score -845489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -845487.562500 Penalty: 4649.961426
	Iteration 67Q: 3 clusters Score -845487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -845489.625000 Penalty: 4649.961426
	Iteration 68Q: 3 clusters Score -845489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -845490.562500 Penalty: 4649.961426
	Iteration 69Q: 3 clusters Score -845490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -845490.500000 Penalty: 4649.961426
	Iteration 70Q: 3 clusters Score -845490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -845490.125000 Penalty: 4649.961426
	Iteration 71Q: 3 clusters Score -845490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -845491.937500 Penalty: 4649.961426
	Iteration 72Q: 3 clusters Score -845491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -845492.625000 Penalty: 4649.961426
	Iteration 73Q: 3 clusters Score -845492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -845492.062500 Penalty: 4649.961426
	Iteration 74Q: 3 clusters Score -845492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -845492.062500 Penalty: 4649.961426
	Iteration 75Q: 3 clusters Score -845492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -845493.625000 Penalty: 4649.961426
	Iteration 76Q: 3 clusters Score -845493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -845494.812500 Penalty: 4649.961426
	Iteration 77Q: 3 clusters Score -845494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -845495.000000 Penalty: 4649.961426
	Iteration 78Q: 3 clusters Score -845495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -845495.000000 Penalty: 4649.961426
	Iteration 79F: 3 clusters Score -845495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -851404.687500 Penalty: 2293.676514
	Iteration 0F: 2 clusters Score -851404.7 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 5142 members 
Entering Unmasked Estep 
Score: -843532.312500 Penalty: 4587.353027
	Iteration 0F: 3 clusters Score -843532.3 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -845801.687500 Penalty: 4587.353027
	Iteration 1F: 3 clusters Score -845801.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -846075.000000 Penalty: 4587.353027
	Iteration 2F: 3 clusters Score -846075 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -846281.062500 Penalty: 4587.353027
	Iteration 3Q: 3 clusters Score -846281.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -846479.125000 Penalty: 4587.353027
	Iteration 4Q: 3 clusters Score -846479.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -846704.750000 Penalty: 4587.353027
	Iteration 5Q: 3 clusters Score -846704.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -846957.687500 Penalty: 4587.353027
	Iteration 6Q: 3 clusters Score -846957.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -847284.875000 Penalty: 4587.353027
	Iteration 7F: 3 clusters Score -847284.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -847629.375000 Penalty: 4587.353027
	Iteration 8F: 3 clusters Score -847629.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -847973.812500 Penalty: 4587.353027
	Iteration 9Q: 3 clusters Score -847973.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -848300.250000 Penalty: 4587.353027
	Iteration 10Q: 3 clusters Score -848300.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -848570.625000 Penalty: 4587.353027
	Iteration 11Q: 3 clusters Score -848570.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -848761.937500 Penalty: 4587.353027
	Iteration 12Q: 3 clusters Score -848761.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -848905.875000 Penalty: 4587.353027
	Iteration 13Q: 3 clusters Score -848905.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -849003.312500 Penalty: 4587.353027
	Iteration 14Q: 3 clusters Score -849003.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -849074.062500 Penalty: 4587.353027
	Iteration 15Q: 3 clusters Score -849074.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -849124.062500 Penalty: 4587.353027
	Iteration 16Q: 3 clusters Score -849124.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -849165.062500 Penalty: 4587.353027
	Iteration 17Q: 3 clusters Score -849165.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -849198.187500 Penalty: 4587.353027
	Iteration 18Q: 3 clusters Score -849198.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -849234.875000 Penalty: 4587.353027
	Iteration 19Q: 3 clusters Score -849234.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -849261.562500 Penalty: 4587.353027
	Iteration 20F: 3 clusters Score -849261.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -849281.937500 Penalty: 4587.353027
	Iteration 21Q: 3 clusters Score -849281.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -849302.625000 Penalty: 4587.353027
	Iteration 22Q: 3 clusters Score -849302.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -849315.875000 Penalty: 4587.353027
	Iteration 23Q: 3 clusters Score -849315.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -849336.375000 Penalty: 4587.353027
	Iteration 24Q: 3 clusters Score -849336.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -849354.562500 Penalty: 4587.353027
	Iteration 25Q: 3 clusters Score -849354.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -849372.937500 Penalty: 4587.353027
	Iteration 26Q: 3 clusters Score -849372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -849381.625000 Penalty: 4587.353027
	Iteration 27Q: 3 clusters Score -849381.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -849388.937500 Penalty: 4587.353027
	Iteration 28Q: 3 clusters Score -849388.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -849397.750000 Penalty: 4587.353027
	Iteration 29Q: 3 clusters Score -849397.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -849405.125000 Penalty: 4587.353027
	Iteration 30Q: 3 clusters Score -849405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -849411.375000 Penalty: 4587.353027
	Iteration 31Q: 3 clusters Score -849411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -849419.250000 Penalty: 4587.353027
	Iteration 32Q: 3 clusters Score -849419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -849421.437500 Penalty: 4587.353027
	Iteration 33Q: 3 clusters Score -849421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -849426.500000 Penalty: 4587.353027
	Iteration 34Q: 3 clusters Score -849426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -849429.500000 Penalty: 4587.353027
	Iteration 35Q: 3 clusters Score -849429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -849432.625000 Penalty: 4587.353027
	Iteration 36Q: 3 clusters Score -849432.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -849437.312500 Penalty: 4587.353027
	Iteration 37Q: 3 clusters Score -849437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -849438.937500 Penalty: 4587.353027
	Iteration 38Q: 3 clusters Score -849438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -849440.625000 Penalty: 4587.353027
	Iteration 39Q: 3 clusters Score -849440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -849440.500000 Penalty: 4587.353027
	Iteration 40F: 3 clusters Score -849440.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -849447.000000 Penalty: 4587.353027
	Iteration 41Q: 3 clusters Score -849447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -849454.312500 Penalty: 4587.353027
	Iteration 42Q: 3 clusters Score -849454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -849458.000000 Penalty: 4587.353027
	Iteration 43Q: 3 clusters Score -849458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -849459.812500 Penalty: 4587.353027
	Iteration 44Q: 3 clusters Score -849459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -849462.687500 Penalty: 4587.353027
	Iteration 45Q: 3 clusters Score -849462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -849464.875000 Penalty: 4587.353027
	Iteration 46Q: 3 clusters Score -849464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -849467.937500 Penalty: 4587.353027
	Iteration 47Q: 3 clusters Score -849467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -849467.875000 Penalty: 4587.353027
	Iteration 48Q: 3 clusters Score -849467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -849467.750000 Penalty: 4587.353027
	Iteration 49Q: 3 clusters Score -849467.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -849471.312500 Penalty: 4587.353027
	Iteration 50Q: 3 clusters Score -849471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -849474.812500 Penalty: 4587.353027
	Iteration 51Q: 3 clusters Score -849474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -849485.875000 Penalty: 4587.353027
	Iteration 52Q: 3 clusters Score -849485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -849488.562500 Penalty: 4587.353027
	Iteration 53Q: 3 clusters Score -849488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -849490.750000 Penalty: 4587.353027
	Iteration 54Q: 3 clusters Score -849490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -849491.125000 Penalty: 4587.353027
	Iteration 55Q: 3 clusters Score -849491.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -849494.562500 Penalty: 4587.353027
	Iteration 56Q: 3 clusters Score -849494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -849495.500000 Penalty: 4587.353027
	Iteration 57Q: 3 clusters Score -849495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -849499.875000 Penalty: 4587.353027
	Iteration 58Q: 3 clusters Score -849499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -849502.562500 Penalty: 4587.353027
	Iteration 59Q: 3 clusters Score -849502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -849502.562500 Penalty: 4587.353027
	Iteration 60F: 3 clusters Score -849502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -849503.750000 Penalty: 4587.353027
	Iteration 61Q: 3 clusters Score -849503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -849504.125000 Penalty: 4587.353027
	Iteration 62Q: 3 clusters Score -849504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -849504.125000 Penalty: 4587.353027
	Iteration 63F: 3 clusters Score -849504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -363014.531250 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -363014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -358756.281250 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -358756.3 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -359706.812500 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -359706.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -359918.281250 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -359918.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360066.093750 Penalty: 4179.924805
	Iteration 3F: 3 clusters Score -360066.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -360183.281250 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -360183.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -360317.250000 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -360317.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -360449.031250 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -360449 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -360640.375000 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -360640.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -360897.187500 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -360897.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -361212.250000 Penalty: 4179.924805
	Iteration 9F: 3 clusters Score -361212.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -361528.031250 Penalty: 4179.924805
	Iteration 10F: 3 clusters Score -361528 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -361786.406250 Penalty: 4179.924805
	Iteration 11F: 3 clusters Score -361786.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -361998.562500 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -361998.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -362211.531250 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -362211.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -362394.468750 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -362394.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -362521.312500 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -362521.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -362598.437500 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -362598.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -362660.187500 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -362660.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -362699.031250 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -362699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -362724.312500 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -362724.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -362740.750000 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -362740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -362749.343750 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -362749.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -362754.250000 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -362754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -362756.718750 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -362756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -362756.968750 Penalty: 4179.924805
	Iteration 24Q: 3 clusters Score -362757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -362759.125000 Penalty: 4179.924805
	Iteration 25Q: 3 clusters Score -362759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -362759.593750 Penalty: 4179.924805
	Iteration 26Q: 3 clusters Score -362759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -362759.593750 Penalty: 4179.924805
	Iteration 27F: 3 clusters Score -362759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -196552.515625 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -196552.5 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 1585 members 
Entering Unmasked Estep 
Score: -193303.343750 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -193303.3 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -194307.500000 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -194307.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -194738.328125 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -194738.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -195029.906250 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -195029.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -195293.484375 Penalty: 3989.019775
	Iteration 4F: 3 clusters Score -195293.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -195490.281250 Penalty: 3989.019775
	Iteration 5F: 3 clusters Score -195490.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -195620.171875 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -195620.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -195692.515625 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -195692.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -195754.265625 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -195754.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -195805.078125 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -195805.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -195851.265625 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -195851.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -195893.640625 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -195893.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -195934.453125 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -195934.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -195982.437500 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -195982.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -196044.171875 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -196044.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -196120.203125 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -196120.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -196175.593750 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -196175.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -196218.703125 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -196218.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -196260.843750 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -196260.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -196291.312500 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -196291.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -196307.640625 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -196307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -196321.734375 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -196321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -196326.984375 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -196327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -196327.984375 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -196328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -196327.984375 Penalty: 3989.019775
	Iteration 24F: 3 clusters Score -196328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -692360.437500 Penalty: 2235.311035
	Iteration 0F: 2 clusters Score -692360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -685890.937500 Penalty: 4470.622070
	Iteration 0F: 3 clusters Score -685890.9 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -687617.375000 Penalty: 4470.622070
	Iteration 1F: 3 clusters Score -687617.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -687909.937500 Penalty: 4470.622070
	Iteration 2F: 3 clusters Score -687909.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -688112.125000 Penalty: 4470.622070
	Iteration 3F: 3 clusters Score -688112.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -688318.250000 Penalty: 4470.622070
	Iteration 4Q: 3 clusters Score -688318.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -688587.375000 Penalty: 4470.622070
	Iteration 5Q: 3 clusters Score -688587.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -688877.937500 Penalty: 4470.622070
	Iteration 6F: 3 clusters Score -688877.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -689183.625000 Penalty: 4470.622070
	Iteration 7F: 3 clusters Score -689183.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -689486.875000 Penalty: 4470.622070
	Iteration 8Q: 3 clusters Score -689486.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -689752.062500 Penalty: 4470.622070
	Iteration 9Q: 3 clusters Score -689752.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -689928.312500 Penalty: 4470.622070
	Iteration 10Q: 3 clusters Score -689928.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -690054.125000 Penalty: 4470.622070
	Iteration 11Q: 3 clusters Score -690054.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -690159.625000 Penalty: 4470.622070
	Iteration 12Q: 3 clusters Score -690159.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -690240.125000 Penalty: 4470.622070
	Iteration 13Q: 3 clusters Score -690240.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -690294.312500 Penalty: 4470.622070
	Iteration 14Q: 3 clusters Score -690294.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -690332.500000 Penalty: 4470.622070
	Iteration 15Q: 3 clusters Score -690332.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -690364.250000 Penalty: 4470.622070
	Iteration 16Q: 3 clusters Score -690364.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -690386.375000 Penalty: 4470.622070
	Iteration 17Q: 3 clusters Score -690386.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -690406.000000 Penalty: 4470.622070
	Iteration 18Q: 3 clusters Score -690406 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -690426.062500 Penalty: 4470.622070
	Iteration 19Q: 3 clusters Score -690426.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -690442.687500 Penalty: 4470.622070
	Iteration 20F: 3 clusters Score -690442.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -690457.375000 Penalty: 4470.622070
	Iteration 21Q: 3 clusters Score -690457.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -690472.812500 Penalty: 4470.622070
	Iteration 22Q: 3 clusters Score -690472.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -690491.687500 Penalty: 4470.622070
	Iteration 23Q: 3 clusters Score -690491.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -690509.437500 Penalty: 4470.622070
	Iteration 24Q: 3 clusters Score -690509.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -690519.312500 Penalty: 4470.622070
	Iteration 25Q: 3 clusters Score -690519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -690526.750000 Penalty: 4470.622070
	Iteration 26Q: 3 clusters Score -690526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -690530.250000 Penalty: 4470.622070
	Iteration 27Q: 3 clusters Score -690530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -690534.125000 Penalty: 4470.622070
	Iteration 28Q: 3 clusters Score -690534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -690535.937500 Penalty: 4470.622070
	Iteration 29Q: 3 clusters Score -690535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -690537.375000 Penalty: 4470.622070
	Iteration 30Q: 3 clusters Score -690537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -690538.500000 Penalty: 4470.622070
	Iteration 31Q: 3 clusters Score -690538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -690537.312500 Penalty: 4470.622070
	Iteration 32Q: 3 clusters Score -690537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -690540.625000 Penalty: 4470.622070
	Iteration 33Q: 3 clusters Score -690540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -690540.687500 Penalty: 4470.622070
	Iteration 34Q: 3 clusters Score -690540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -690540.687500 Penalty: 4470.622070
	Iteration 35F: 3 clusters Score -690540.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -962109.312500 Penalty: 2327.096436
	Iteration 0F: 2 clusters Score -962109.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -953203.562500 Penalty: 4654.192871
	Iteration 0F: 3 clusters Score -953203.6 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -955954.375000 Penalty: 4654.192871
	Iteration 1F: 3 clusters Score -955954.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -956364.750000 Penalty: 4654.192871
	Iteration 2F: 3 clusters Score -956364.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -956710.000000 Penalty: 4654.192871
	Iteration 3F: 3 clusters Score -956710 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -957043.750000 Penalty: 4654.192871
	Iteration 4F: 3 clusters Score -957043.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -957364.250000 Penalty: 4654.192871
	Iteration 5Q: 3 clusters Score -957364.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -957685.812500 Penalty: 4654.192871
	Iteration 6Q: 3 clusters Score -957685.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -957989.750000 Penalty: 4654.192871
	Iteration 7Q: 3 clusters Score -957989.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -958260.625000 Penalty: 4654.192871
	Iteration 8Q: 3 clusters Score -958260.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -958515.312500 Penalty: 4654.192871
	Iteration 9Q: 3 clusters Score -958515.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -958753.500000 Penalty: 4654.192871
	Iteration 10Q: 3 clusters Score -958753.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -958973.125000 Penalty: 4654.192871
	Iteration 11Q: 3 clusters Score -958973.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -959160.562500 Penalty: 4654.192871
	Iteration 12Q: 3 clusters Score -959160.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -959313.187500 Penalty: 4654.192871
	Iteration 13Q: 3 clusters Score -959313.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -959438.187500 Penalty: 4654.192871
	Iteration 14Q: 3 clusters Score -959438.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -959544.125000 Penalty: 4654.192871
	Iteration 15Q: 3 clusters Score -959544.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -959642.937500 Penalty: 4654.192871
	Iteration 16Q: 3 clusters Score -959642.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -959722.625000 Penalty: 4654.192871
	Iteration 17Q: 3 clusters Score -959722.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -959787.375000 Penalty: 4654.192871
	Iteration 18Q: 3 clusters Score -959787.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -959836.500000 Penalty: 4654.192871
	Iteration 19Q: 3 clusters Score -959836.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -959882.250000 Penalty: 4654.192871
	Iteration 20F: 3 clusters Score -959882.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -959923.437500 Penalty: 4654.192871
	Iteration 21Q: 3 clusters Score -959923.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -959957.062500 Penalty: 4654.192871
	Iteration 22Q: 3 clusters Score -959957.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -959993.437500 Penalty: 4654.192871
	Iteration 23Q: 3 clusters Score -959993.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -960023.187500 Penalty: 4654.192871
	Iteration 24Q: 3 clusters Score -960023.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -960040.187500 Penalty: 4654.192871
	Iteration 25Q: 3 clusters Score -960040.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -960060.000000 Penalty: 4654.192871
	Iteration 26Q: 3 clusters Score -960060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -960083.500000 Penalty: 4654.192871
	Iteration 27Q: 3 clusters Score -960083.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -960105.187500 Penalty: 4654.192871
	Iteration 28Q: 3 clusters Score -960105.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -960118.312500 Penalty: 4654.192871
	Iteration 29Q: 3 clusters Score -960118.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -960129.750000 Penalty: 4654.192871
	Iteration 30Q: 3 clusters Score -960129.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -960138.625000 Penalty: 4654.192871
	Iteration 31Q: 3 clusters Score -960138.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -960152.875000 Penalty: 4654.192871
	Iteration 32Q: 3 clusters Score -960152.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -960159.500000 Penalty: 4654.192871
	Iteration 33Q: 3 clusters Score -960159.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -960167.875000 Penalty: 4654.192871
	Iteration 34Q: 3 clusters Score -960167.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -960171.625000 Penalty: 4654.192871
	Iteration 35Q: 3 clusters Score -960171.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -960180.250000 Penalty: 4654.192871
	Iteration 36Q: 3 clusters Score -960180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -960184.187500 Penalty: 4654.192871
	Iteration 37Q: 3 clusters Score -960184.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -960186.812500 Penalty: 4654.192871
	Iteration 38Q: 3 clusters Score -960186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -960189.125000 Penalty: 4654.192871
	Iteration 39Q: 3 clusters Score -960189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -960189.125000 Penalty: 4654.192871
	Iteration 40F: 3 clusters Score -960189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -960189.750000 Penalty: 4654.192871
	Iteration 41Q: 3 clusters Score -960189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -960189.000000 Penalty: 4654.192871
	Iteration 42Q: 3 clusters Score -960189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -960192.125000 Penalty: 4654.192871
	Iteration 43Q: 3 clusters Score -960192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -960193.500000 Penalty: 4654.192871
	Iteration 44Q: 3 clusters Score -960193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -960196.937500 Penalty: 4654.192871
	Iteration 45Q: 3 clusters Score -960196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -960197.187500 Penalty: 4654.192871
	Iteration 46Q: 3 clusters Score -960197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -960198.125000 Penalty: 4654.192871
	Iteration 47Q: 3 clusters Score -960198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -960199.375000 Penalty: 4654.192871
	Iteration 48Q: 3 clusters Score -960199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -960199.062500 Penalty: 4654.192871
	Iteration 49Q: 3 clusters Score -960199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -960197.312500 Penalty: 4654.192871
	Iteration 50Q: 3 clusters Score -960197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -960199.750000 Penalty: 4654.192871
	Iteration 51Q: 3 clusters Score -960199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -960199.750000 Penalty: 4654.192871
	Iteration 52F: 3 clusters Score -960199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Entering Unmasked Estep 
Score: -1989821.375000 Penalty: 2502.250000
	Iteration 0F: 2 clusters Score -1989821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1973081.125000 Penalty: 5004.500000
	Iteration 0F: 3 clusters Score -1973081 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1979085.750000 Penalty: 5004.500000
	Iteration 1F: 3 clusters Score -1979086 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1979580.500000 Penalty: 5004.500000
	Iteration 2F: 3 clusters Score -1979580 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1980064.625000 Penalty: 5004.500000
	Iteration 3Q: 3 clusters Score -1980065 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1980554.875000 Penalty: 5004.500000
	Iteration 4Q: 3 clusters Score -1980555 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1981079.250000 Penalty: 5004.500000
	Iteration 5Q: 3 clusters Score -1981079 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1981632.250000 Penalty: 5004.500000
	Iteration 6Q: 3 clusters Score -1981632 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1982140.625000 Penalty: 5004.500000
	Iteration 7Q: 3 clusters Score -1982141 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1982668.625000 Penalty: 5004.500000
	Iteration 8Q: 3 clusters Score -1982669 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1983184.750000 Penalty: 5004.500000
	Iteration 9Q: 3 clusters Score -1983185 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1983673.625000 Penalty: 5004.500000
	Iteration 10Q: 3 clusters Score -1983674 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1984159.000000 Penalty: 5004.500000
	Iteration 11Q: 3 clusters Score -1984159 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1984590.375000 Penalty: 5004.500000
	Iteration 12Q: 3 clusters Score -1984590 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1984960.250000 Penalty: 5004.500000
	Iteration 13Q: 3 clusters Score -1984960 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1985294.750000 Penalty: 5004.500000
	Iteration 14Q: 3 clusters Score -1985295 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1985586.875000 Penalty: 5004.500000
	Iteration 15Q: 3 clusters Score -1985587 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1985869.500000 Penalty: 5004.500000
	Iteration 16Q: 3 clusters Score -1985870 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1986124.250000 Penalty: 5004.500000
	Iteration 17Q: 3 clusters Score -1986124 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1986358.125000 Penalty: 5004.500000
	Iteration 18Q: 3 clusters Score -1986358 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1986606.375000 Penalty: 5004.500000
	Iteration 19Q: 3 clusters Score -1986606 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1986808.375000 Penalty: 5004.500000
	Iteration 20F: 3 clusters Score -1986808 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1986988.250000 Penalty: 5004.500000
	Iteration 21Q: 3 clusters Score -1986988 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1987145.750000 Penalty: 5004.500000
	Iteration 22Q: 3 clusters Score -1987146 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1987268.500000 Penalty: 5004.500000
	Iteration 23Q: 3 clusters Score -1987268 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1987359.000000 Penalty: 5004.500000
	Iteration 24Q: 3 clusters Score -1987359 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1987440.750000 Penalty: 5004.500000
	Iteration 25Q: 3 clusters Score -1987441 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1987507.250000 Penalty: 5004.500000
	Iteration 26Q: 3 clusters Score -1987507 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1987554.125000 Penalty: 5004.500000
	Iteration 27Q: 3 clusters Score -1987554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1987604.125000 Penalty: 5004.500000
	Iteration 28Q: 3 clusters Score -1987604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1987648.500000 Penalty: 5004.500000
	Iteration 29Q: 3 clusters Score -1987648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1987680.750000 Penalty: 5004.500000
	Iteration 30Q: 3 clusters Score -1987681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1987710.875000 Penalty: 5004.500000
	Iteration 31Q: 3 clusters Score -1987711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1987737.375000 Penalty: 5004.500000
	Iteration 32Q: 3 clusters Score -1987737 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1987756.750000 Penalty: 5004.500000
	Iteration 33Q: 3 clusters Score -1987757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1987779.125000 Penalty: 5004.500000
	Iteration 34Q: 3 clusters Score -1987779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1987794.875000 Penalty: 5004.500000
	Iteration 35Q: 3 clusters Score -1987795 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1987805.250000 Penalty: 5004.500000
	Iteration 36Q: 3 clusters Score -1987805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1987820.125000 Penalty: 5004.500000
	Iteration 37Q: 3 clusters Score -1987820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1987830.750000 Penalty: 5004.500000
	Iteration 38Q: 3 clusters Score -1987831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1987838.000000 Penalty: 5004.500000
	Iteration 39Q: 3 clusters Score -1987838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1987846.000000 Penalty: 5004.500000
	Iteration 40F: 3 clusters Score -1987846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1987852.875000 Penalty: 5004.500000
	Iteration 41Q: 3 clusters Score -1987853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1987856.750000 Penalty: 5004.500000
	Iteration 42Q: 3 clusters Score -1987857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1987860.125000 Penalty: 5004.500000
	Iteration 43Q: 3 clusters Score -1987860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1987863.375000 Penalty: 5004.500000
	Iteration 44Q: 3 clusters Score -1987863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1987862.250000 Penalty: 5004.500000
	Iteration 45Q: 3 clusters Score -1987862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1987862.375000 Penalty: 5004.500000
	Iteration 46Q: 3 clusters Score -1987862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1987864.750000 Penalty: 5004.500000
	Iteration 47Q: 3 clusters Score -1987865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1987864.875000 Penalty: 5004.500000
	Iteration 48Q: 3 clusters Score -1987865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1987864.875000 Penalty: 5004.500000
	Iteration 49Q: 3 clusters Score -1987865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1987866.125000 Penalty: 5004.500000
	Iteration 50Q: 3 clusters Score -1987866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1987868.375000 Penalty: 5004.500000
	Iteration 51Q: 3 clusters Score -1987868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1987867.250000 Penalty: 5004.500000
	Iteration 52Q: 3 clusters Score -1987867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1987866.500000 Penalty: 5004.500000
	Iteration 53Q: 3 clusters Score -1987866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1987866.500000 Penalty: 5004.500000
	Iteration 54F: 3 clusters Score -1987866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -191823.593750 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -191823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -188889.281250 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -188889.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -189474.468750 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -189474.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189644.937500 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -189644.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -189753.484375 Penalty: 3863.158691
	Iteration 3F: 3 clusters Score -189753.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -189840.984375 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -189841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -189921.796875 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -189921.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -190001.406250 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -190001.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -190092.828125 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -190092.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -190209.640625 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -190209.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -190301.890625 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -190301.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -190397.187500 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -190397.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -190506.390625 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -190506.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -190593.703125 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -190593.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -190661.937500 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -190661.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -190716.015625 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -190716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -190739.718750 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -190739.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -190754.328125 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -190754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -190761.968750 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -190762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -190771.875000 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -190771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -190780.671875 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -190780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -190787.093750 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -190787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -190791.421875 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -190791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190793.093750 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -190793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190794.156250 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -190794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -190796.187500 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -190796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -190797.109375 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -190797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190797.640625 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -190797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190797.640625 Penalty: 3863.158691
	Iteration 27F: 3 clusters Score -190797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -763744.250000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -763744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -755636.875000 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -755636.9 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -758372.375000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -758372.4 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -758979.750000 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -758979.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -759580.500000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -759580.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -760201.250000 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -760201.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -760804.937500 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -760804.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -761470.312500 Penalty: 4606.501465
	Iteration 6F: 3 clusters Score -761470.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -762068.062500 Penalty: 4606.501465
	Iteration 7F: 3 clusters Score -762068.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -762501.000000 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -762501 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -762840.000000 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -762840 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -763044.500000 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -763044.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -763151.437500 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -763151.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -763220.312500 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -763220.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -763259.250000 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -763259.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -763296.750000 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -763296.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -763330.375000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -763330.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -763348.750000 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -763348.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -763359.250000 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -763359.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -763364.000000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -763364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -763367.312500 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -763367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -763370.187500 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -763370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -763371.875000 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -763371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -763376.000000 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -763376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -763379.250000 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -763379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -763381.687500 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -763381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -763385.750000 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -763385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -763386.187500 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -763386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -763385.875000 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -763385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -763387.812500 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -763387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -763387.937500 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -763387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -763389.562500 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -763389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -763389.562500 Penalty: 4606.501465
	Iteration 31F: 3 clusters Score -763389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -348505.875000 Penalty: 2102.707764
	Iteration 0F: 2 clusters Score -348505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -344059.812500 Penalty: 4205.415527
	Iteration 0F: 3 clusters Score -344059.8 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -345595.156250 Penalty: 4205.415527
	Iteration 1F: 3 clusters Score -345595.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -346295.718750 Penalty: 4205.415527
	Iteration 2F: 3 clusters Score -346295.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -346683.531250 Penalty: 4205.415527
	Iteration 3F: 3 clusters Score -346683.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -346975.500000 Penalty: 4205.415527
	Iteration 4F: 3 clusters Score -346975.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -347200.125000 Penalty: 4205.415527
	Iteration 5Q: 3 clusters Score -347200.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -347393.468750 Penalty: 4205.415527
	Iteration 6Q: 3 clusters Score -347393.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -347579.656250 Penalty: 4205.415527
	Iteration 7Q: 3 clusters Score -347579.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -347720.812500 Penalty: 4205.415527
	Iteration 8Q: 3 clusters Score -347720.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -347839.687500 Penalty: 4205.415527
	Iteration 9Q: 3 clusters Score -347839.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -347948.562500 Penalty: 4205.415527
	Iteration 10Q: 3 clusters Score -347948.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -348054.906250 Penalty: 4205.415527
	Iteration 11Q: 3 clusters Score -348054.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -348126.750000 Penalty: 4205.415527
	Iteration 12Q: 3 clusters Score -348126.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -348190.593750 Penalty: 4205.415527
	Iteration 13Q: 3 clusters Score -348190.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -348238.031250 Penalty: 4205.415527
	Iteration 14Q: 3 clusters Score -348238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -348285.968750 Penalty: 4205.415527
	Iteration 15Q: 3 clusters Score -348286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -348327.875000 Penalty: 4205.415527
	Iteration 16Q: 3 clusters Score -348327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -348355.718750 Penalty: 4205.415527
	Iteration 17Q: 3 clusters Score -348355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -348373.843750 Penalty: 4205.415527
	Iteration 18Q: 3 clusters Score -348373.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -348387.593750 Penalty: 4205.415527
	Iteration 19Q: 3 clusters Score -348387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -348410.687500 Penalty: 4205.415527
	Iteration 20F: 3 clusters Score -348410.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -348448.187500 Penalty: 4205.415527
	Iteration 21Q: 3 clusters Score -348448.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -348487.437500 Penalty: 4205.415527
	Iteration 22Q: 3 clusters Score -348487.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -348529.562500 Penalty: 4205.415527
	Iteration 23Q: 3 clusters Score -348529.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -348564.812500 Penalty: 4205.415527
	Iteration 24Q: 3 clusters Score -348564.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -348603.843750 Penalty: 4205.415527
	Iteration 25Q: 3 clusters Score -348603.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -348651.968750 Penalty: 4205.415527
	Iteration 26Q: 3 clusters Score -348652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -348690.562500 Penalty: 4205.415527
	Iteration 27Q: 3 clusters Score -348690.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -348725.125000 Penalty: 4205.415527
	Iteration 28Q: 3 clusters Score -348725.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -348747.750000 Penalty: 4205.415527
	Iteration 29Q: 3 clusters Score -348747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -348767.968750 Penalty: 4205.415527
	Iteration 30Q: 3 clusters Score -348768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -348786.500000 Penalty: 4205.415527
	Iteration 31Q: 3 clusters Score -348786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -348797.250000 Penalty: 4205.415527
	Iteration 32Q: 3 clusters Score -348797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -348806.500000 Penalty: 4205.415527
	Iteration 33Q: 3 clusters Score -348806.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -348817.468750 Penalty: 4205.415527
	Iteration 34Q: 3 clusters Score -348817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -348828.656250 Penalty: 4205.415527
	Iteration 35Q: 3 clusters Score -348828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -348833.562500 Penalty: 4205.415527
	Iteration 36Q: 3 clusters Score -348833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -348840.875000 Penalty: 4205.415527
	Iteration 37Q: 3 clusters Score -348840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -348845.718750 Penalty: 4205.415527
	Iteration 38Q: 3 clusters Score -348845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -348855.281250 Penalty: 4205.415527
	Iteration 39Q: 3 clusters Score -348855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -348863.718750 Penalty: 4205.415527
	Iteration 40F: 3 clusters Score -348863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -348866.125000 Penalty: 4205.415527
	Iteration 41Q: 3 clusters Score -348866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -348873.687500 Penalty: 4205.415527
	Iteration 42Q: 3 clusters Score -348873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -348885.656250 Penalty: 4205.415527
	Iteration 43Q: 3 clusters Score -348885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -348889.718750 Penalty: 4205.415527
	Iteration 44Q: 3 clusters Score -348889.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -348891.500000 Penalty: 4205.415527
	Iteration 45Q: 3 clusters Score -348891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -348895.281250 Penalty: 4205.415527
	Iteration 46Q: 3 clusters Score -348895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -348902.218750 Penalty: 4205.415527
	Iteration 47Q: 3 clusters Score -348902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -348906.000000 Penalty: 4205.415527
	Iteration 48Q: 3 clusters Score -348906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -348909.437500 Penalty: 4205.415527
	Iteration 49Q: 3 clusters Score -348909.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -348910.906250 Penalty: 4205.415527
	Iteration 50Q: 3 clusters Score -348910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -348910.906250 Penalty: 4205.415527
	Iteration 51F: 3 clusters Score -348910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4393 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Mstep: Class 52 contains 418 members 
Entering Unmasked Estep 
Score: -51170480.000000 Penalty: 172761.734375
Splitting cluster 35 changes total score from -51171188.000000 to -51170480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (59198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Entering Unmasked Estep 
Score: -4746221.500000 Penalty: 2725.183350
	Iteration 0F: 2 clusters Score -4746222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -4706415.000000 Penalty: 5450.366699
	Iteration 0F: 3 clusters Score -4706415 nChanged 27623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4722321.000000 Penalty: 5450.366699
	Iteration 1F: 3 clusters Score -4722321 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4723507.000000 Penalty: 5450.366699
	Iteration 2Q: 3 clusters Score -4723507 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4725145.500000 Penalty: 5450.366699
	Iteration 3F: 3 clusters Score -4725146 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4727193.500000 Penalty: 5450.366699
	Iteration 4F: 3 clusters Score -4727194 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4729704.500000 Penalty: 5450.366699
	Iteration 5F: 3 clusters Score -4729704 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4732512.500000 Penalty: 5450.366699
	Iteration 6F: 3 clusters Score -4732512 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4735449.500000 Penalty: 5450.366699
	Iteration 7F: 3 clusters Score -4735450 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4738140.500000 Penalty: 5450.366699
	Iteration 8F: 3 clusters Score -4738140 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4740390.000000 Penalty: 5450.366699
	Iteration 9Q: 3 clusters Score -4740390 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4741975.000000 Penalty: 5450.366699
	Iteration 10Q: 3 clusters Score -4741975 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4742907.000000 Penalty: 5450.366699
	Iteration 11Q: 3 clusters Score -4742907 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4743304.500000 Penalty: 5450.366699
	Iteration 12Q: 3 clusters Score -4743304 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4743448.500000 Penalty: 5450.366699
	Iteration 13Q: 3 clusters Score -4743448 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4743542.000000 Penalty: 5450.366699
	Iteration 14Q: 3 clusters Score -4743542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -4743601.500000 Penalty: 5450.366699
	Iteration 15Q: 3 clusters Score -4743602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4743635.500000 Penalty: 5450.366699
	Iteration 16Q: 3 clusters Score -4743636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4743675.000000 Penalty: 5450.366699
	Iteration 17Q: 3 clusters Score -4743675 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4743699.000000 Penalty: 5450.366699
	Iteration 18Q: 3 clusters Score -4743699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4743720.500000 Penalty: 5450.366699
	Iteration 19Q: 3 clusters Score -4743720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4743741.000000 Penalty: 5450.366699
	Iteration 20F: 3 clusters Score -4743741 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4743781.000000 Penalty: 5450.366699
	Iteration 21Q: 3 clusters Score -4743781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4743792.000000 Penalty: 5450.366699
	Iteration 22Q: 3 clusters Score -4743792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4743809.000000 Penalty: 5450.366699
	Iteration 23Q: 3 clusters Score -4743809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4743819.000000 Penalty: 5450.366699
	Iteration 24Q: 3 clusters Score -4743819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4743828.000000 Penalty: 5450.366699
	Iteration 25Q: 3 clusters Score -4743828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4743846.000000 Penalty: 5450.366699
	Iteration 26Q: 3 clusters Score -4743846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4743847.500000 Penalty: 5450.366699
	Iteration 27Q: 3 clusters Score -4743848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4743857.000000 Penalty: 5450.366699
	Iteration 28Q: 3 clusters Score -4743857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4743877.000000 Penalty: 5450.366699
	Iteration 29Q: 3 clusters Score -4743877 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4743903.000000 Penalty: 5450.366699
	Iteration 30Q: 3 clusters Score -4743903 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4743923.000000 Penalty: 5450.366699
	Iteration 31Q: 3 clusters Score -4743923 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4743949.500000 Penalty: 5450.366699
	Iteration 32Q: 3 clusters Score -4743950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4743979.000000 Penalty: 5450.366699
	Iteration 33Q: 3 clusters Score -4743979 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4744004.000000 Penalty: 5450.366699
	Iteration 34Q: 3 clusters Score -4744004 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4744034.500000 Penalty: 5450.366699
	Iteration 35Q: 3 clusters Score -4744034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4744059.000000 Penalty: 5450.366699
	Iteration 36Q: 3 clusters Score -4744059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4744072.000000 Penalty: 5450.366699
	Iteration 37Q: 3 clusters Score -4744072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4744101.500000 Penalty: 5450.366699
	Iteration 38Q: 3 clusters Score -4744102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4744115.000000 Penalty: 5450.366699
	Iteration 39Q: 3 clusters Score -4744115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4744134.000000 Penalty: 5450.366699
	Iteration 40F: 3 clusters Score -4744134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4744140.500000 Penalty: 5450.366699
	Iteration 41Q: 3 clusters Score -4744140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4744138.000000 Penalty: 5450.366699
	Iteration 42Q: 3 clusters Score -4744138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4744169.000000 Penalty: 5450.366699
	Iteration 43Q: 3 clusters Score -4744169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4744168.000000 Penalty: 5450.366699
	Iteration 44Q: 3 clusters Score -4744168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4744178.500000 Penalty: 5450.366699
	Iteration 45Q: 3 clusters Score -4744178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4744182.000000 Penalty: 5450.366699
	Iteration 46Q: 3 clusters Score -4744182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4744195.000000 Penalty: 5450.366699
	Iteration 47Q: 3 clusters Score -4744195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4744203.000000 Penalty: 5450.366699
	Iteration 48Q: 3 clusters Score -4744203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4744211.500000 Penalty: 5450.366699
	Iteration 49Q: 3 clusters Score -4744212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4744211.500000 Penalty: 5450.366699
	Iteration 50Q: 3 clusters Score -4744212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4744210.000000 Penalty: 5450.366699
	Iteration 51Q: 3 clusters Score -4744210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4744212.500000 Penalty: 5450.366699
	Iteration 52Q: 3 clusters Score -4744212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4744210.000000 Penalty: 5450.366699
	Iteration 53Q: 3 clusters Score -4744210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4744221.500000 Penalty: 5450.366699
	Iteration 54Q: 3 clusters Score -4744222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4744230.000000 Penalty: 5450.366699
	Iteration 55Q: 3 clusters Score -4744230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4744232.000000 Penalty: 5450.366699
	Iteration 56Q: 3 clusters Score -4744232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4744238.000000 Penalty: 5450.366699
	Iteration 57Q: 3 clusters Score -4744238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4744241.000000 Penalty: 5450.366699
	Iteration 58Q: 3 clusters Score -4744241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4744250.500000 Penalty: 5450.366699
	Iteration 59Q: 3 clusters Score -4744250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4744254.000000 Penalty: 5450.366699
	Iteration 60F: 3 clusters Score -4744254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4744263.500000 Penalty: 5450.366699
	Iteration 61Q: 3 clusters Score -4744264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4744287.000000 Penalty: 5450.366699
	Iteration 62Q: 3 clusters Score -4744287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4744298.500000 Penalty: 5450.366699
	Iteration 63Q: 3 clusters Score -4744298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4744320.000000 Penalty: 5450.366699
	Iteration 64Q: 3 clusters Score -4744320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4744331.500000 Penalty: 5450.366699
	Iteration 65Q: 3 clusters Score -4744332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4744337.500000 Penalty: 5450.366699
	Iteration 66Q: 3 clusters Score -4744338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4744354.000000 Penalty: 5450.366699
	Iteration 67Q: 3 clusters Score -4744354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4744367.500000 Penalty: 5450.366699
	Iteration 68Q: 3 clusters Score -4744368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4744362.500000 Penalty: 5450.366699
	Iteration 69Q: 3 clusters Score -4744362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4744373.000000 Penalty: 5450.366699
	Iteration 70Q: 3 clusters Score -4744373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4744384.500000 Penalty: 5450.366699
	Iteration 71Q: 3 clusters Score -4744384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4744394.500000 Penalty: 5450.366699
	Iteration 72Q: 3 clusters Score -4744394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4744397.000000 Penalty: 5450.366699
	Iteration 73Q: 3 clusters Score -4744397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4744397.000000 Penalty: 5450.366699
	Iteration 74Q: 3 clusters Score -4744397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4744400.500000 Penalty: 5450.366699
	Iteration 75Q: 3 clusters Score -4744400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4744402.500000 Penalty: 5450.366699
	Iteration 76Q: 3 clusters Score -4744402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4744396.500000 Penalty: 5450.366699
	Iteration 77Q: 3 clusters Score -4744396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4744400.000000 Penalty: 5450.366699
	Iteration 78Q: 3 clusters Score -4744400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4744400.500000 Penalty: 5450.366699
	Iteration 79Q: 3 clusters Score -4744400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4744401.000000 Penalty: 5450.366699
	Iteration 80F: 3 clusters Score -4744401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4744400.500000 Penalty: 5450.366699
	Iteration 81Q: 3 clusters Score -4744400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4744404.500000 Penalty: 5450.366699
	Iteration 82Q: 3 clusters Score -4744404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4744404.000000 Penalty: 5450.366699
	Iteration 83Q: 3 clusters Score -4744404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4744401.500000 Penalty: 5450.366699
	Iteration 84Q: 3 clusters Score -4744402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4744399.500000 Penalty: 5450.366699
	Iteration 85Q: 3 clusters Score -4744400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4744396.000000 Penalty: 5450.366699
	Iteration 86Q: 3 clusters Score -4744396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4744400.000000 Penalty: 5450.366699
	Iteration 87Q: 3 clusters Score -4744400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56944 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4744399.000000 Penalty: 5450.366699
	Iteration 88Q: 3 clusters Score -4744399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4744401.500000 Penalty: 5450.366699
	Iteration 89Q: 3 clusters Score -4744402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4744406.000000 Penalty: 5450.366699
	Iteration 90Q: 3 clusters Score -4744406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4744408.000000 Penalty: 5450.366699
	Iteration 91Q: 3 clusters Score -4744408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4744407.500000 Penalty: 5450.366699
	Iteration 92Q: 3 clusters Score -4744408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4744411.000000 Penalty: 5450.366699
	Iteration 93Q: 3 clusters Score -4744411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4744411.000000 Penalty: 5450.366699
	Iteration 94Q: 3 clusters Score -4744411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4744410.000000 Penalty: 5450.366699
	Iteration 95Q: 3 clusters Score -4744410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4744410.500000 Penalty: 5450.366699
	Iteration 96Q: 3 clusters Score -4744410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4744410.500000 Penalty: 5450.366699
	Iteration 97F: 3 clusters Score -4744410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Entering Unmasked Estep 
Score: -4684287.500000 Penalty: 2717.326660
	Iteration 0F: 2 clusters Score -4684288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4645614.000000 Penalty: 5434.653320
	Iteration 0F: 3 clusters Score -4645614 nChanged 26696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4660603.500000 Penalty: 5434.653320
	Iteration 1F: 3 clusters Score -4660604 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4661410.500000 Penalty: 5434.653320
	Iteration 2Q: 3 clusters Score -4661410 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4662345.000000 Penalty: 5434.653320
	Iteration 3Q: 3 clusters Score -4662345 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4663705.000000 Penalty: 5434.653320
	Iteration 4F: 3 clusters Score -4663705 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4665746.500000 Penalty: 5434.653320
	Iteration 5F: 3 clusters Score -4665746 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -4668558.000000 Penalty: 5434.653320
	Iteration 6F: 3 clusters Score -4668558 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -4671652.000000 Penalty: 5434.653320
	Iteration 7F: 3 clusters Score -4671652 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -4674609.500000 Penalty: 5434.653320
	Iteration 8F: 3 clusters Score -4674610 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -4677016.000000 Penalty: 5434.653320
	Iteration 9F: 3 clusters Score -4677016 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -4678942.000000 Penalty: 5434.653320
	Iteration 10Q: 3 clusters Score -4678942 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -4680315.500000 Penalty: 5434.653320
	Iteration 11Q: 3 clusters Score -4680316 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -4681054.500000 Penalty: 5434.653320
	Iteration 12Q: 3 clusters Score -4681054 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -4681450.000000 Penalty: 5434.653320
	Iteration 13Q: 3 clusters Score -4681450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -4681645.000000 Penalty: 5434.653320
	Iteration 14Q: 3 clusters Score -4681645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -4681743.500000 Penalty: 5434.653320
	Iteration 15Q: 3 clusters Score -4681744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -4681799.000000 Penalty: 5434.653320
	Iteration 16Q: 3 clusters Score -4681799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
Score: -4681834.500000 Penalty: 5434.653320
	Iteration 17Q: 3 clusters Score -4681834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -4681863.000000 Penalty: 5434.653320
	Iteration 18Q: 3 clusters Score -4681863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -4681900.500000 Penalty: 5434.653320
	Iteration 19Q: 3 clusters Score -4681900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -4681909.500000 Penalty: 5434.653320
	Iteration 20F: 3 clusters Score -4681910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -4681924.000000 Penalty: 5434.653320
	Iteration 21Q: 3 clusters Score -4681924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -4681940.500000 Penalty: 5434.653320
	Iteration 22Q: 3 clusters Score -4681940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -4681943.500000 Penalty: 5434.653320
	Iteration 23Q: 3 clusters Score -4681944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -4681948.000000 Penalty: 5434.653320
	Iteration 24Q: 3 clusters Score -4681948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -4681955.000000 Penalty: 5434.653320
	Iteration 25Q: 3 clusters Score -4681955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -4681957.500000 Penalty: 5434.653320
	Iteration 26Q: 3 clusters Score -4681958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -4681963.500000 Penalty: 5434.653320
	Iteration 27Q: 3 clusters Score -4681964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -4681971.500000 Penalty: 5434.653320
	Iteration 28Q: 3 clusters Score -4681972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -4681971.500000 Penalty: 5434.653320
	Iteration 29F: 3 clusters Score -4681972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Entering Unmasked Estep 
Score: -267558.343750 Penalty: 2018.364136
	Iteration 0F: 2 clusters Score -267558.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -264027.687500 Penalty: 4036.728271
	Iteration 0F: 3 clusters Score -264027.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -264828.187500 Penalty: 4036.728271
	Iteration 1F: 3 clusters Score -264828.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -265104.531250 Penalty: 4036.728271
	Iteration 2F: 3 clusters Score -265104.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -265306.812500 Penalty: 4036.728271
	Iteration 3F: 3 clusters Score -265306.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -265459.843750 Penalty: 4036.728271
	Iteration 4Q: 3 clusters Score -265459.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -265570.531250 Penalty: 4036.728271
	Iteration 5Q: 3 clusters Score -265570.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -265675.625000 Penalty: 4036.728271
	Iteration 6Q: 3 clusters Score -265675.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -265768.281250 Penalty: 4036.728271
	Iteration 7Q: 3 clusters Score -265768.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -265851.500000 Penalty: 4036.728271
	Iteration 8Q: 3 clusters Score -265851.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -265914.031250 Penalty: 4036.728271
	Iteration 9Q: 3 clusters Score -265914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -265957.718750 Penalty: 4036.728271
	Iteration 10Q: 3 clusters Score -265957.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -265998.312500 Penalty: 4036.728271
	Iteration 11Q: 3 clusters Score -265998.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -266044.406250 Penalty: 4036.728271
	Iteration 12Q: 3 clusters Score -266044.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -266082.531250 Penalty: 4036.728271
	Iteration 13Q: 3 clusters Score -266082.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -266124.843750 Penalty: 4036.728271
	Iteration 14Q: 3 clusters Score -266124.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -266152.218750 Penalty: 4036.728271
	Iteration 15Q: 3 clusters Score -266152.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -266169.656250 Penalty: 4036.728271
	Iteration 16Q: 3 clusters Score -266169.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -266181.875000 Penalty: 4036.728271
	Iteration 17Q: 3 clusters Score -266181.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266187.531250 Penalty: 4036.728271
	Iteration 18Q: 3 clusters Score -266187.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -266192.062500 Penalty: 4036.728271
	Iteration 19Q: 3 clusters Score -266192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -266192.937500 Penalty: 4036.728271
	Iteration 20F: 3 clusters Score -266192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -266193.968750 Penalty: 4036.728271
	Iteration 21Q: 3 clusters Score -266194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -266194.625000 Penalty: 4036.728271
	Iteration 22Q: 3 clusters Score -266194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -266196.468750 Penalty: 4036.728271
	Iteration 23Q: 3 clusters Score -266196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -266197.062500 Penalty: 4036.728271
	Iteration 24Q: 3 clusters Score -266197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -266196.562500 Penalty: 4036.728271
	Iteration 25Q: 3 clusters Score -266196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -266197.500000 Penalty: 4036.728271
	Iteration 26Q: 3 clusters Score -266197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -266197.500000 Penalty: 4036.728271
	Iteration 27F: 3 clusters Score -266197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Entering Unmasked Estep 
Score: -1399724.875000 Penalty: 2415.322266
	Iteration 0F: 2 clusters Score -1399725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1387588.875000 Penalty: 4830.644531
	Iteration 0F: 3 clusters Score -1387589 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1391541.750000 Penalty: 4830.644531
	Iteration 1F: 3 clusters Score -1391542 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1391951.250000 Penalty: 4830.644531
	Iteration 2F: 3 clusters Score -1391951 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1392317.250000 Penalty: 4830.644531
	Iteration 3Q: 3 clusters Score -1392317 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1392624.875000 Penalty: 4830.644531
	Iteration 4Q: 3 clusters Score -1392625 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1392913.125000 Penalty: 4830.644531
	Iteration 5Q: 3 clusters Score -1392913 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1393202.625000 Penalty: 4830.644531
	Iteration 6Q: 3 clusters Score -1393203 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1393535.875000 Penalty: 4830.644531
	Iteration 7Q: 3 clusters Score -1393536 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1393890.375000 Penalty: 4830.644531
	Iteration 8Q: 3 clusters Score -1393890 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1394260.250000 Penalty: 4830.644531
	Iteration 9Q: 3 clusters Score -1394260 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1394644.625000 Penalty: 4830.644531
	Iteration 10Q: 3 clusters Score -1394645 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1394980.500000 Penalty: 4830.644531
	Iteration 11Q: 3 clusters Score -1394980 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1395285.250000 Penalty: 4830.644531
	Iteration 12Q: 3 clusters Score -1395285 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1395554.125000 Penalty: 4830.644531
	Iteration 13Q: 3 clusters Score -1395554 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1395807.750000 Penalty: 4830.644531
	Iteration 14Q: 3 clusters Score -1395808 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1396028.875000 Penalty: 4830.644531
	Iteration 15Q: 3 clusters Score -1396029 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1396240.250000 Penalty: 4830.644531
	Iteration 16Q: 3 clusters Score -1396240 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1396460.000000 Penalty: 4830.644531
	Iteration 17Q: 3 clusters Score -1396460 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1396675.250000 Penalty: 4830.644531
	Iteration 18Q: 3 clusters Score -1396675 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1396884.750000 Penalty: 4830.644531
	Iteration 19Q: 3 clusters Score -1396885 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1397079.750000 Penalty: 4830.644531
	Iteration 20F: 3 clusters Score -1397080 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1397242.500000 Penalty: 4830.644531
	Iteration 21Q: 3 clusters Score -1397242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1397378.500000 Penalty: 4830.644531
	Iteration 22Q: 3 clusters Score -1397378 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1397508.750000 Penalty: 4830.644531
	Iteration 23Q: 3 clusters Score -1397509 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1397598.375000 Penalty: 4830.644531
	Iteration 24Q: 3 clusters Score -1397598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1397677.125000 Penalty: 4830.644531
	Iteration 25Q: 3 clusters Score -1397677 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1397742.875000 Penalty: 4830.644531
	Iteration 26Q: 3 clusters Score -1397743 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1397793.875000 Penalty: 4830.644531
	Iteration 27Q: 3 clusters Score -1397794 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1397852.000000 Penalty: 4830.644531
	Iteration 28Q: 3 clusters Score -1397852 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1397893.875000 Penalty: 4830.644531
	Iteration 29Q: 3 clusters Score -1397894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1397949.125000 Penalty: 4830.644531
	Iteration 30Q: 3 clusters Score -1397949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1397982.625000 Penalty: 4830.644531
	Iteration 31Q: 3 clusters Score -1397983 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1398015.000000 Penalty: 4830.644531
	Iteration 32Q: 3 clusters Score -1398015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1398037.625000 Penalty: 4830.644531
	Iteration 33Q: 3 clusters Score -1398038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1398045.500000 Penalty: 4830.644531
	Iteration 34Q: 3 clusters Score -1398046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1398059.875000 Penalty: 4830.644531
	Iteration 35Q: 3 clusters Score -1398060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1398069.875000 Penalty: 4830.644531
	Iteration 36Q: 3 clusters Score -1398070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1398078.375000 Penalty: 4830.644531
	Iteration 37Q: 3 clusters Score -1398078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1398079.750000 Penalty: 4830.644531
	Iteration 38Q: 3 clusters Score -1398080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1398082.500000 Penalty: 4830.644531
	Iteration 39Q: 3 clusters Score -1398082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1398083.750000 Penalty: 4830.644531
	Iteration 40F: 3 clusters Score -1398084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1398084.750000 Penalty: 4830.644531
	Iteration 41Q: 3 clusters Score -1398085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1398087.125000 Penalty: 4830.644531
	Iteration 42Q: 3 clusters Score -1398087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1398085.875000 Penalty: 4830.644531
	Iteration 43Q: 3 clusters Score -1398086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1398085.375000 Penalty: 4830.644531
	Iteration 44Q: 3 clusters Score -1398085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1398089.750000 Penalty: 4830.644531
	Iteration 45Q: 3 clusters Score -1398090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1398092.375000 Penalty: 4830.644531
	Iteration 46Q: 3 clusters Score -1398092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1398097.375000 Penalty: 4830.644531
	Iteration 47Q: 3 clusters Score -1398097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1398100.375000 Penalty: 4830.644531
	Iteration 48Q: 3 clusters Score -1398100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1398100.000000 Penalty: 4830.644531
	Iteration 49Q: 3 clusters Score -1398100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1398101.125000 Penalty: 4830.644531
	Iteration 50Q: 3 clusters Score -1398101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1398101.875000 Penalty: 4830.644531
	Iteration 51Q: 3 clusters Score -1398102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1398104.875000 Penalty: 4830.644531
	Iteration 52Q: 3 clusters Score -1398105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1398103.375000 Penalty: 4830.644531
	Iteration 53Q: 3 clusters Score -1398103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1398108.875000 Penalty: 4830.644531
	Iteration 54Q: 3 clusters Score -1398109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1398106.375000 Penalty: 4830.644531
	Iteration 55Q: 3 clusters Score -1398106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1398108.625000 Penalty: 4830.644531
	Iteration 56Q: 3 clusters Score -1398109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1398110.000000 Penalty: 4830.644531
	Iteration 57Q: 3 clusters Score -1398110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1398109.375000 Penalty: 4830.644531
	Iteration 58Q: 3 clusters Score -1398109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1398111.375000 Penalty: 4830.644531
	Iteration 59Q: 3 clusters Score -1398111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1398112.125000 Penalty: 4830.644531
	Iteration 60F: 3 clusters Score -1398112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1398113.250000 Penalty: 4830.644531
	Iteration 61Q: 3 clusters Score -1398113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1398113.250000 Penalty: 4830.644531
	Iteration 62F: 3 clusters Score -1398113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -227716.640625 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -227716.6 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 1705 members 
Entering Unmasked Estep 
Score: -224276.765625 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -224276.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -225412.640625 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -225412.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -226098.453125 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -226098.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -226732.390625 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -226732.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -227133.437500 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -227133.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -227318.937500 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -227318.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -227402.296875 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -227402.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -227441.468750 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -227441.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -227469.234375 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -227469.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -227484.031250 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -227484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -227492.140625 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -227492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -227496.671875 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -227496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -227499.171875 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -227499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -227500.781250 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -227500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -227501.625000 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -227501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -227501.906250 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -227501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -227503.781250 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -227503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -227503.984375 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -227504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -227503.984375 Penalty: 4028.106934
	Iteration 18F: 3 clusters Score -227504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -129852.523438 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -129852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -127485.054688 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -127485.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -127895.765625 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -127895.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127988.656250 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -127988.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -128038.132812 Penalty: 3664.610840
	Iteration 3Q: 3 clusters Score -128038.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128064.296875 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -128064.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128072.617188 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -128072.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -128083.953125 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -128084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -128090.625000 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -128090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -128099.156250 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -128099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -128106.210938 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -128106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -128119.804688 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -128119.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128126.632812 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -128126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128133.398438 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -128133.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128139.914062 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -128139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128147.507812 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -128147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128157.281250 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -128157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128171.718750 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -128171.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128191.179688 Penalty: 3664.610840
	Iteration 17Q: 3 clusters Score -128191.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128209.054688 Penalty: 3664.610840
	Iteration 18Q: 3 clusters Score -128209.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128224.226562 Penalty: 3664.610840
	Iteration 19Q: 3 clusters Score -128224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128235.085938 Penalty: 3664.610840
	Iteration 20F: 3 clusters Score -128235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128243.054688 Penalty: 3664.610840
	Iteration 21Q: 3 clusters Score -128243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -128251.171875 Penalty: 3664.610840
	Iteration 22Q: 3 clusters Score -128251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128262.015625 Penalty: 3664.610840
	Iteration 23Q: 3 clusters Score -128262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128273.414062 Penalty: 3664.610840
	Iteration 24Q: 3 clusters Score -128273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128283.921875 Penalty: 3664.610840
	Iteration 25Q: 3 clusters Score -128283.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -128291.476562 Penalty: 3664.610840
	Iteration 26Q: 3 clusters Score -128291.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -128298.609375 Penalty: 3664.610840
	Iteration 27Q: 3 clusters Score -128298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -128307.921875 Penalty: 3664.610840
	Iteration 28Q: 3 clusters Score -128307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -128319.492188 Penalty: 3664.610840
	Iteration 29Q: 3 clusters Score -128319.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128330.625000 Penalty: 3664.610840
	Iteration 30Q: 3 clusters Score -128330.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -128343.343750 Penalty: 3664.610840
	Iteration 31Q: 3 clusters Score -128343.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128356.585938 Penalty: 3664.610840
	Iteration 32Q: 3 clusters Score -128356.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128365.554688 Penalty: 3664.610840
	Iteration 33Q: 3 clusters Score -128365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128372.359375 Penalty: 3664.610840
	Iteration 34Q: 3 clusters Score -128372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128378.015625 Penalty: 3664.610840
	Iteration 35Q: 3 clusters Score -128378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -128382.992188 Penalty: 3664.610840
	Iteration 36Q: 3 clusters Score -128383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -128392.406250 Penalty: 3664.610840
	Iteration 37Q: 3 clusters Score -128392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -128398.328125 Penalty: 3664.610840
	Iteration 38Q: 3 clusters Score -128398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128402.898438 Penalty: 3664.610840
	Iteration 39Q: 3 clusters Score -128402.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128416.132812 Penalty: 3664.610840
	Iteration 40F: 3 clusters Score -128416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -128428.101562 Penalty: 3664.610840
	Iteration 41Q: 3 clusters Score -128428.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128444.625000 Penalty: 3664.610840
	Iteration 42Q: 3 clusters Score -128444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128467.289062 Penalty: 3664.610840
	Iteration 43Q: 3 clusters Score -128467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128484.679688 Penalty: 3664.610840
	Iteration 44Q: 3 clusters Score -128484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128501.398438 Penalty: 3664.610840
	Iteration 45Q: 3 clusters Score -128501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128516.500000 Penalty: 3664.610840
	Iteration 46Q: 3 clusters Score -128516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128532.328125 Penalty: 3664.610840
	Iteration 47Q: 3 clusters Score -128532.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128556.453125 Penalty: 3664.610840
	Iteration 48Q: 3 clusters Score -128556.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128577.875000 Penalty: 3664.610840
	Iteration 49Q: 3 clusters Score -128577.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128593.539062 Penalty: 3664.610840
	Iteration 50Q: 3 clusters Score -128593.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128607.656250 Penalty: 3664.610840
	Iteration 51Q: 3 clusters Score -128607.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -128620.945312 Penalty: 3664.610840
	Iteration 52Q: 3 clusters Score -128620.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -128632.296875 Penalty: 3664.610840
	Iteration 53Q: 3 clusters Score -128632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128636.718750 Penalty: 3664.610840
	Iteration 54Q: 3 clusters Score -128636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128643.210938 Penalty: 3664.610840
	Iteration 55Q: 3 clusters Score -128643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128651.937500 Penalty: 3664.610840
	Iteration 56Q: 3 clusters Score -128651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128657.960938 Penalty: 3664.610840
	Iteration 57Q: 3 clusters Score -128658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128665.070312 Penalty: 3664.610840
	Iteration 58Q: 3 clusters Score -128665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128673.320312 Penalty: 3664.610840
	Iteration 59Q: 3 clusters Score -128673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128680.765625 Penalty: 3664.610840
	Iteration 60F: 3 clusters Score -128680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128691.835938 Penalty: 3664.610840
	Iteration 61Q: 3 clusters Score -128691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128706.031250 Penalty: 3664.610840
	Iteration 62Q: 3 clusters Score -128706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128717.007812 Penalty: 3664.610840
	Iteration 63Q: 3 clusters Score -128717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128732.218750 Penalty: 3664.610840
	Iteration 64Q: 3 clusters Score -128732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -128750.703125 Penalty: 3664.610840
	Iteration 65Q: 3 clusters Score -128750.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128765.515625 Penalty: 3664.610840
	Iteration 66Q: 3 clusters Score -128765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128777.492188 Penalty: 3664.610840
	Iteration 67Q: 3 clusters Score -128777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128793.882812 Penalty: 3664.610840
	Iteration 68Q: 3 clusters Score -128793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128812.351562 Penalty: 3664.610840
	Iteration 69Q: 3 clusters Score -128812.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -128827.953125 Penalty: 3664.610840
	Iteration 70Q: 3 clusters Score -128828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128842.796875 Penalty: 3664.610840
	Iteration 71Q: 3 clusters Score -128842.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -128854.875000 Penalty: 3664.610840
	Iteration 72Q: 3 clusters Score -128854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128869.679688 Penalty: 3664.610840
	Iteration 73Q: 3 clusters Score -128869.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128880.679688 Penalty: 3664.610840
	Iteration 74Q: 3 clusters Score -128880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128888.171875 Penalty: 3664.610840
	Iteration 75Q: 3 clusters Score -128888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128890.914062 Penalty: 3664.610840
	Iteration 76Q: 3 clusters Score -128890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -128890.914062 Penalty: 3664.610840
	Iteration 77F: 3 clusters Score -128890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -206334.609375 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -206334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -203314.687500 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -203314.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -204100.046875 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -204100 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -204332.468750 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -204332.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -204472.296875 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -204472.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -204598.718750 Penalty: 3921.099121
	Iteration 4Q: 3 clusters Score -204598.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204696.609375 Penalty: 3921.099121
	Iteration 5Q: 3 clusters Score -204696.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -204787.578125 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -204787.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -204862.078125 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -204862.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -204936.656250 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -204936.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -204993.890625 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -204993.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -205021.375000 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -205021.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -205048.562500 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -205048.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -205071.046875 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -205071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -205099.187500 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -205099.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -205122.062500 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -205122.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -205142.484375 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -205142.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -205158.250000 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -205158.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -205173.875000 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -205173.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -205191.406250 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -205191.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -205201.984375 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -205202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -205209.906250 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -205209.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -205218.687500 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -205218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -205220.390625 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -205220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -205221.953125 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -205222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -205222.625000 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -205222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -205222.625000 Penalty: 3921.099121
	Iteration 25F: 3 clusters Score -205222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -82742.656250 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -82742.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -80748.046875 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -80748.05 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -81058.562500 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -81058.56 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81187.335938 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -81187.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81274.757812 Penalty: 3468.535645
	Iteration 3Q: 3 clusters Score -81274.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81328.070312 Penalty: 3468.535645
	Iteration 4Q: 3 clusters Score -81328.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -81375.945312 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -81375.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81412.906250 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -81412.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81445.523438 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -81445.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81471.257812 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -81471.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81489.515625 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -81489.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81511.320312 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -81511.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81529.320312 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -81529.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81555.070312 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -81555.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81577.460938 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -81577.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81589.445312 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -81589.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81603.078125 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -81603.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81611.960938 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -81611.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -81623.507812 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -81623.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81662.281250 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -81662.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -81706.375000 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -81706.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81759.242188 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -81759.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81793.109375 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -81793.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81840.765625 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -81840.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81880.203125 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -81880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81899.890625 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -81899.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81920.671875 Penalty: 3468.535645
	Iteration 25Q: 3 clusters Score -81920.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81941.484375 Penalty: 3468.535645
	Iteration 26Q: 3 clusters Score -81941.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81955.601562 Penalty: 3468.535645
	Iteration 27Q: 3 clusters Score -81955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81971.140625 Penalty: 3468.535645
	Iteration 28Q: 3 clusters Score -81971.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81980.968750 Penalty: 3468.535645
	Iteration 29Q: 3 clusters Score -81980.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81983.085938 Penalty: 3468.535645
	Iteration 30Q: 3 clusters Score -81983.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81984.656250 Penalty: 3468.535645
	Iteration 31Q: 3 clusters Score -81984.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81984.656250 Penalty: 3468.535645
	Iteration 32F: 3 clusters Score -81984.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Entering Unmasked Estep 
Score: -1878096.375000 Penalty: 2474.530518
	Iteration 0F: 2 clusters Score -1878096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1863021.875000 Penalty: 4949.061035
	Iteration 0F: 3 clusters Score -1863022 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1868071.500000 Penalty: 4949.061035
	Iteration 1F: 3 clusters Score -1868072 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1868504.250000 Penalty: 4949.061035
	Iteration 2F: 3 clusters Score -1868504 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1868863.375000 Penalty: 4949.061035
	Iteration 3Q: 3 clusters Score -1868863 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1869188.125000 Penalty: 4949.061035
	Iteration 4Q: 3 clusters Score -1869188 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1869520.000000 Penalty: 4949.061035
	Iteration 5Q: 3 clusters Score -1869520 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1869884.750000 Penalty: 4949.061035
	Iteration 6Q: 3 clusters Score -1869885 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1870294.250000 Penalty: 4949.061035
	Iteration 7Q: 3 clusters Score -1870294 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1870786.875000 Penalty: 4949.061035
	Iteration 8Q: 3 clusters Score -1870787 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1871322.125000 Penalty: 4949.061035
	Iteration 9Q: 3 clusters Score -1871322 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1871896.125000 Penalty: 4949.061035
	Iteration 10Q: 3 clusters Score -1871896 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1872481.750000 Penalty: 4949.061035
	Iteration 11Q: 3 clusters Score -1872482 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1873125.875000 Penalty: 4949.061035
	Iteration 12Q: 3 clusters Score -1873126 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1873806.375000 Penalty: 4949.061035
	Iteration 13Q: 3 clusters Score -1873806 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1874591.250000 Penalty: 4949.061035
	Iteration 14Q: 3 clusters Score -1874591 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1875456.250000 Penalty: 4949.061035
	Iteration 15Q: 3 clusters Score -1875456 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1876289.375000 Penalty: 4949.061035
	Iteration 16Q: 3 clusters Score -1876289 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1876968.375000 Penalty: 4949.061035
	Iteration 17Q: 3 clusters Score -1876968 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1877354.375000 Penalty: 4949.061035
	Iteration 18Q: 3 clusters Score -1877354 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1877569.625000 Penalty: 4949.061035
	Iteration 19Q: 3 clusters Score -1877570 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1877681.750000 Penalty: 4949.061035
	Iteration 20F: 3 clusters Score -1877682 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1877731.500000 Penalty: 4949.061035
	Iteration 21Q: 3 clusters Score -1877732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1877753.375000 Penalty: 4949.061035
	Iteration 22Q: 3 clusters Score -1877753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1877769.125000 Penalty: 4949.061035
	Iteration 23Q: 3 clusters Score -1877769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1877784.125000 Penalty: 4949.061035
	Iteration 24Q: 3 clusters Score -1877784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1877793.375000 Penalty: 4949.061035
	Iteration 25Q: 3 clusters Score -1877793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1877793.875000 Penalty: 4949.061035
	Iteration 26Q: 3 clusters Score -1877794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1877791.625000 Penalty: 4949.061035
	Iteration 27Q: 3 clusters Score -1877792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1877795.250000 Penalty: 4949.061035
	Iteration 28Q: 3 clusters Score -1877795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1877797.625000 Penalty: 4949.061035
	Iteration 29Q: 3 clusters Score -1877798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1877797.625000 Penalty: 4949.061035
	Iteration 30Q: 3 clusters Score -1877798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1877801.000000 Penalty: 4949.061035
	Iteration 31Q: 3 clusters Score -1877801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1877799.625000 Penalty: 4949.061035
	Iteration 32Q: 3 clusters Score -1877800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1877800.500000 Penalty: 4949.061035
	Iteration 33Q: 3 clusters Score -1877800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1877799.125000 Penalty: 4949.061035
	Iteration 34Q: 3 clusters Score -1877799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1877799.625000 Penalty: 4949.061035
	Iteration 35Q: 3 clusters Score -1877800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1877801.750000 Penalty: 4949.061035
	Iteration 36Q: 3 clusters Score -1877802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1877803.125000 Penalty: 4949.061035
	Iteration 37Q: 3 clusters Score -1877803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1877802.875000 Penalty: 4949.061035
	Iteration 38Q: 3 clusters Score -1877803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1877802.875000 Penalty: 4949.061035
	Iteration 39F: 3 clusters Score -1877803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Entering Unmasked Estep 
Score: -1708189.625000 Penalty: 2463.094482
	Iteration 0F: 2 clusters Score -1708190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1693724.500000 Penalty: 4926.188965
	Iteration 0F: 3 clusters Score -1693724 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1698808.375000 Penalty: 4926.188965
	Iteration 1F: 3 clusters Score -1698808 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1699334.625000 Penalty: 4926.188965
	Iteration 2F: 3 clusters Score -1699335 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1699949.000000 Penalty: 4926.188965
	Iteration 3F: 3 clusters Score -1699949 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1700756.250000 Penalty: 4926.188965
	Iteration 4F: 3 clusters Score -1700756 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1701836.125000 Penalty: 4926.188965
	Iteration 5F: 3 clusters Score -1701836 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1703098.375000 Penalty: 4926.188965
	Iteration 6F: 3 clusters Score -1703098 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1704279.125000 Penalty: 4926.188965
	Iteration 7F: 3 clusters Score -1704279 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1705228.625000 Penalty: 4926.188965
	Iteration 8F: 3 clusters Score -1705229 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1705889.125000 Penalty: 4926.188965
	Iteration 9Q: 3 clusters Score -1705889 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1706360.250000 Penalty: 4926.188965
	Iteration 10Q: 3 clusters Score -1706360 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1706636.125000 Penalty: 4926.188965
	Iteration 11Q: 3 clusters Score -1706636 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1706779.625000 Penalty: 4926.188965
	Iteration 12Q: 3 clusters Score -1706780 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1706876.250000 Penalty: 4926.188965
	Iteration 13Q: 3 clusters Score -1706876 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1706955.375000 Penalty: 4926.188965
	Iteration 14Q: 3 clusters Score -1706955 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1707023.625000 Penalty: 4926.188965
	Iteration 15Q: 3 clusters Score -1707024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1707082.500000 Penalty: 4926.188965
	Iteration 16Q: 3 clusters Score -1707082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1707144.875000 Penalty: 4926.188965
	Iteration 17Q: 3 clusters Score -1707145 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1707239.625000 Penalty: 4926.188965
	Iteration 18Q: 3 clusters Score -1707240 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1707356.125000 Penalty: 4926.188965
	Iteration 19Q: 3 clusters Score -1707356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1707467.125000 Penalty: 4926.188965
	Iteration 20F: 3 clusters Score -1707467 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1707557.375000 Penalty: 4926.188965
	Iteration 21Q: 3 clusters Score -1707557 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1707637.250000 Penalty: 4926.188965
	Iteration 22Q: 3 clusters Score -1707637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1707705.750000 Penalty: 4926.188965
	Iteration 23Q: 3 clusters Score -1707706 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1707749.625000 Penalty: 4926.188965
	Iteration 24Q: 3 clusters Score -1707750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1707794.625000 Penalty: 4926.188965
	Iteration 25Q: 3 clusters Score -1707795 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1707838.125000 Penalty: 4926.188965
	Iteration 26Q: 3 clusters Score -1707838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1707861.125000 Penalty: 4926.188965
	Iteration 27Q: 3 clusters Score -1707861 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1707895.375000 Penalty: 4926.188965
	Iteration 28Q: 3 clusters Score -1707895 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1707932.000000 Penalty: 4926.188965
	Iteration 29Q: 3 clusters Score -1707932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1707975.125000 Penalty: 4926.188965
	Iteration 30Q: 3 clusters Score -1707975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1708006.125000 Penalty: 4926.188965
	Iteration 31Q: 3 clusters Score -1708006 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1708043.000000 Penalty: 4926.188965
	Iteration 32Q: 3 clusters Score -1708043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1708071.750000 Penalty: 4926.188965
	Iteration 33Q: 3 clusters Score -1708072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1708103.375000 Penalty: 4926.188965
	Iteration 34Q: 3 clusters Score -1708103 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1708128.250000 Penalty: 4926.188965
	Iteration 35Q: 3 clusters Score -1708128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1708131.125000 Penalty: 4926.188965
	Iteration 36Q: 3 clusters Score -1708131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1708148.000000 Penalty: 4926.188965
	Iteration 37Q: 3 clusters Score -1708148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1708160.750000 Penalty: 4926.188965
	Iteration 38Q: 3 clusters Score -1708161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1708170.375000 Penalty: 4926.188965
	Iteration 39Q: 3 clusters Score -1708170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1708186.250000 Penalty: 4926.188965
	Iteration 40F: 3 clusters Score -1708186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1708197.500000 Penalty: 4926.188965
	Iteration 41Q: 3 clusters Score -1708198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1708209.750000 Penalty: 4926.188965
	Iteration 42Q: 3 clusters Score -1708210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1708228.000000 Penalty: 4926.188965
	Iteration 43Q: 3 clusters Score -1708228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1708228.750000 Penalty: 4926.188965
	Iteration 44Q: 3 clusters Score -1708229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1708231.000000 Penalty: 4926.188965
	Iteration 45Q: 3 clusters Score -1708231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1708239.250000 Penalty: 4926.188965
	Iteration 46Q: 3 clusters Score -1708239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1708242.375000 Penalty: 4926.188965
	Iteration 47Q: 3 clusters Score -1708242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1708243.250000 Penalty: 4926.188965
	Iteration 48Q: 3 clusters Score -1708243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1708243.500000 Penalty: 4926.188965
	Iteration 49Q: 3 clusters Score -1708244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1708244.875000 Penalty: 4926.188965
	Iteration 50Q: 3 clusters Score -1708245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1708250.375000 Penalty: 4926.188965
	Iteration 51Q: 3 clusters Score -1708250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1708254.875000 Penalty: 4926.188965
	Iteration 52Q: 3 clusters Score -1708255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1708257.125000 Penalty: 4926.188965
	Iteration 53Q: 3 clusters Score -1708257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1708257.625000 Penalty: 4926.188965
	Iteration 54Q: 3 clusters Score -1708258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1708252.125000 Penalty: 4926.188965
	Iteration 55Q: 3 clusters Score -1708252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1708256.125000 Penalty: 4926.188965
	Iteration 56Q: 3 clusters Score -1708256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1708256.875000 Penalty: 4926.188965
	Iteration 57Q: 3 clusters Score -1708257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1708259.750000 Penalty: 4926.188965
	Iteration 58Q: 3 clusters Score -1708260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1708259.125000 Penalty: 4926.188965
	Iteration 59Q: 3 clusters Score -1708259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1708259.750000 Penalty: 4926.188965
	Iteration 60F: 3 clusters Score -1708260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 9054 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Mstep: Class 52 contains 11521 members 
Entering Unmasked Estep 
Score: -51170288.000000 Penalty: 172761.734375
Splitting cluster 45 changes total score from -51171188.000000 to -51170288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (6832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Entering Unmasked Estep 
Score: -569013.875000 Penalty: 2189.684326
	Iteration 0F: 2 clusters Score -569013.9 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 3396 members 
Entering Unmasked Estep 
Score: -563317.187500 Penalty: 4379.368652
	Iteration 0F: 3 clusters Score -563317.2 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -564794.750000 Penalty: 4379.368652
	Iteration 1F: 3 clusters Score -564794.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -565037.125000 Penalty: 4379.368652
	Iteration 2F: 3 clusters Score -565037.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -565194.125000 Penalty: 4379.368652
	Iteration 3Q: 3 clusters Score -565194.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -565313.187500 Penalty: 4379.368652
	Iteration 4Q: 3 clusters Score -565313.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -565428.000000 Penalty: 4379.368652
	Iteration 5Q: 3 clusters Score -565428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -565538.750000 Penalty: 4379.368652
	Iteration 6Q: 3 clusters Score -565538.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -565649.125000 Penalty: 4379.368652
	Iteration 7Q: 3 clusters Score -565649.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -565731.687500 Penalty: 4379.368652
	Iteration 8Q: 3 clusters Score -565731.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -565802.062500 Penalty: 4379.368652
	Iteration 9Q: 3 clusters Score -565802.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -565854.812500 Penalty: 4379.368652
	Iteration 10Q: 3 clusters Score -565854.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -565903.562500 Penalty: 4379.368652
	Iteration 11Q: 3 clusters Score -565903.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -565941.250000 Penalty: 4379.368652
	Iteration 12Q: 3 clusters Score -565941.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -565978.937500 Penalty: 4379.368652
	Iteration 13Q: 3 clusters Score -565978.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -566015.812500 Penalty: 4379.368652
	Iteration 14Q: 3 clusters Score -566015.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -566058.437500 Penalty: 4379.368652
	Iteration 15Q: 3 clusters Score -566058.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -566105.000000 Penalty: 4379.368652
	Iteration 16Q: 3 clusters Score -566105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -566148.375000 Penalty: 4379.368652
	Iteration 17Q: 3 clusters Score -566148.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -566189.312500 Penalty: 4379.368652
	Iteration 18Q: 3 clusters Score -566189.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -566224.375000 Penalty: 4379.368652
	Iteration 19Q: 3 clusters Score -566224.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -566260.062500 Penalty: 4379.368652
	Iteration 20F: 3 clusters Score -566260.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -566293.375000 Penalty: 4379.368652
	Iteration 21Q: 3 clusters Score -566293.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -566320.437500 Penalty: 4379.368652
	Iteration 22Q: 3 clusters Score -566320.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -566343.625000 Penalty: 4379.368652
	Iteration 23Q: 3 clusters Score -566343.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -566363.250000 Penalty: 4379.368652
	Iteration 24Q: 3 clusters Score -566363.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -566390.437500 Penalty: 4379.368652
	Iteration 25Q: 3 clusters Score -566390.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -566416.187500 Penalty: 4379.368652
	Iteration 26Q: 3 clusters Score -566416.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -566446.875000 Penalty: 4379.368652
	Iteration 27Q: 3 clusters Score -566446.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -566484.000000 Penalty: 4379.368652
	Iteration 28Q: 3 clusters Score -566484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -566519.312500 Penalty: 4379.368652
	Iteration 29Q: 3 clusters Score -566519.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -566554.000000 Penalty: 4379.368652
	Iteration 30Q: 3 clusters Score -566554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -566582.562500 Penalty: 4379.368652
	Iteration 31Q: 3 clusters Score -566582.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -566612.000000 Penalty: 4379.368652
	Iteration 32Q: 3 clusters Score -566612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -566646.312500 Penalty: 4379.368652
	Iteration 33Q: 3 clusters Score -566646.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -566679.937500 Penalty: 4379.368652
	Iteration 34Q: 3 clusters Score -566679.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -566709.500000 Penalty: 4379.368652
	Iteration 35Q: 3 clusters Score -566709.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -566734.312500 Penalty: 4379.368652
	Iteration 36Q: 3 clusters Score -566734.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -566770.750000 Penalty: 4379.368652
	Iteration 37Q: 3 clusters Score -566770.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -566810.875000 Penalty: 4379.368652
	Iteration 38Q: 3 clusters Score -566810.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -566843.375000 Penalty: 4379.368652
	Iteration 39Q: 3 clusters Score -566843.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -566872.812500 Penalty: 4379.368652
	Iteration 40F: 3 clusters Score -566872.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -566902.250000 Penalty: 4379.368652
	Iteration 41Q: 3 clusters Score -566902.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -566928.187500 Penalty: 4379.368652
	Iteration 42Q: 3 clusters Score -566928.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -566953.062500 Penalty: 4379.368652
	Iteration 43Q: 3 clusters Score -566953.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -566970.625000 Penalty: 4379.368652
	Iteration 44Q: 3 clusters Score -566970.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -566984.437500 Penalty: 4379.368652
	Iteration 45Q: 3 clusters Score -566984.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -566992.312500 Penalty: 4379.368652
	Iteration 46Q: 3 clusters Score -566992.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -566997.937500 Penalty: 4379.368652
	Iteration 47Q: 3 clusters Score -566997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -567003.937500 Penalty: 4379.368652
	Iteration 48Q: 3 clusters Score -567003.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -567009.687500 Penalty: 4379.368652
	Iteration 49Q: 3 clusters Score -567009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -567011.562500 Penalty: 4379.368652
	Iteration 50Q: 3 clusters Score -567011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -567015.812500 Penalty: 4379.368652
	Iteration 51Q: 3 clusters Score -567015.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -567018.375000 Penalty: 4379.368652
	Iteration 52Q: 3 clusters Score -567018.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -567020.562500 Penalty: 4379.368652
	Iteration 53Q: 3 clusters Score -567020.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -567022.125000 Penalty: 4379.368652
	Iteration 54Q: 3 clusters Score -567022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -567024.687500 Penalty: 4379.368652
	Iteration 55Q: 3 clusters Score -567024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -567030.312500 Penalty: 4379.368652
	Iteration 56Q: 3 clusters Score -567030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -567031.687500 Penalty: 4379.368652
	Iteration 57Q: 3 clusters Score -567031.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -567034.062500 Penalty: 4379.368652
	Iteration 58Q: 3 clusters Score -567034.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -567036.000000 Penalty: 4379.368652
	Iteration 59Q: 3 clusters Score -567036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -567037.812500 Penalty: 4379.368652
	Iteration 60F: 3 clusters Score -567037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -567039.562500 Penalty: 4379.368652
	Iteration 61Q: 3 clusters Score -567039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -567042.750000 Penalty: 4379.368652
	Iteration 62Q: 3 clusters Score -567042.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -567045.500000 Penalty: 4379.368652
	Iteration 63Q: 3 clusters Score -567045.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -567048.250000 Penalty: 4379.368652
	Iteration 64Q: 3 clusters Score -567048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -567048.625000 Penalty: 4379.368652
	Iteration 65Q: 3 clusters Score -567048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -567049.750000 Penalty: 4379.368652
	Iteration 66Q: 3 clusters Score -567049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -567050.250000 Penalty: 4379.368652
	Iteration 67Q: 3 clusters Score -567050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -567050.750000 Penalty: 4379.368652
	Iteration 68Q: 3 clusters Score -567050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -567050.937500 Penalty: 4379.368652
	Iteration 69Q: 3 clusters Score -567050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -567050.937500 Penalty: 4379.368652
	Iteration 70F: 3 clusters Score -567050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -450838.218750 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -450838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -445977.593750 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -445977.6 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -447273.000000 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -447273 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -447560.156250 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -447560.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -447777.718750 Penalty: 4273.961426
	Iteration 3F: 3 clusters Score -447777.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -448011.187500 Penalty: 4273.961426
	Iteration 4Q: 3 clusters Score -448011.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -448386.500000 Penalty: 4273.961426
	Iteration 5F: 3 clusters Score -448386.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -448989.656250 Penalty: 4273.961426
	Iteration 6F: 3 clusters Score -448989.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -449670.031250 Penalty: 4273.961426
	Iteration 7F: 3 clusters Score -449670 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -450082.406250 Penalty: 4273.961426
	Iteration 8F: 3 clusters Score -450082.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -450291.843750 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -450291.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -450485.218750 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -450485.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -450648.562500 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -450648.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -450801.468750 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -450801.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -450887.937500 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -450887.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -450923.750000 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -450923.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -450945.125000 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -450945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -450950.937500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -450950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -450954.218750 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -450954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -450958.343750 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -450958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -450960.000000 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -450960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -450962.937500 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -450962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -450965.625000 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -450965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -450966.125000 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -450966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -450966.125000 Penalty: 4273.961426
	Iteration 23F: 3 clusters Score -450966.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 1080 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Mstep: Class 52 contains 4444 members 
Entering Unmasked Estep 
Score: -51170092.000000 Penalty: 172761.734375
Splitting cluster 47 changes total score from -51171188.000000 to -51170092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -674850.937500 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -674850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -668232.875000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -668232.9 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -670257.187500 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -670257.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -670781.937500 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -670781.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -671368.375000 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -671368.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -671927.812500 Penalty: 4479.719727
	Iteration 4F: 3 clusters Score -671927.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -672386.625000 Penalty: 4479.719727
	Iteration 5F: 3 clusters Score -672386.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -672771.687500 Penalty: 4479.719727
	Iteration 6F: 3 clusters Score -672771.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -673037.812500 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -673037.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -673200.375000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -673200.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -673297.687500 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -673297.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -673342.250000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -673342.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -673369.750000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -673369.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -673388.500000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -673388.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -673400.562500 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -673400.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -673412.562500 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -673412.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -673421.437500 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -673421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -673430.625000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -673430.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -673438.500000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -673438.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -673447.937500 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -673447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -673452.125000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -673452.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -673458.562500 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -673458.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -673461.625000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -673461.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -673470.375000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -673470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -673471.062500 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -673471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -673472.437500 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -673472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -673477.750000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -673477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -673479.062500 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -673479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -673480.125000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -673480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -673482.937500 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -673482.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -673480.187500 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -673480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -673484.312500 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -673484.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -673485.625000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -673485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -673488.187500 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -673488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -673487.687500 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -673487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -673488.625000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -673488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -673487.687500 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -673487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -673488.625000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -673488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -673491.625000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -673491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -673492.375000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -673492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -673494.250000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -673494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -673493.312500 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -673493.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Entering Unmasked Estep 
Score: -1651993.250000 Penalty: 2457.733154
	Iteration 0F: 2 clusters Score -1651993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1637869.125000 Penalty: 4915.466309
	Iteration 0F: 3 clusters Score -1637869 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1642781.750000 Penalty: 4915.466309
	Iteration 1F: 3 clusters Score -1642782 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1643315.000000 Penalty: 4915.466309
	Iteration 2F: 3 clusters Score -1643315 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1644047.125000 Penalty: 4915.466309
	Iteration 3F: 3 clusters Score -1644047 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1645113.125000 Penalty: 4915.466309
	Iteration 4F: 3 clusters Score -1645113 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1646521.375000 Penalty: 4915.466309
	Iteration 5F: 3 clusters Score -1646521 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1647841.125000 Penalty: 4915.466309
	Iteration 6F: 3 clusters Score -1647841 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1648755.750000 Penalty: 4915.466309
	Iteration 7F: 3 clusters Score -1648756 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1649368.500000 Penalty: 4915.466309
	Iteration 8Q: 3 clusters Score -1649368 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1649851.000000 Penalty: 4915.466309
	Iteration 9Q: 3 clusters Score -1649851 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1650323.375000 Penalty: 4915.466309
	Iteration 10Q: 3 clusters Score -1650323 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1650757.125000 Penalty: 4915.466309
	Iteration 11Q: 3 clusters Score -1650757 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1651058.375000 Penalty: 4915.466309
	Iteration 12Q: 3 clusters Score -1651058 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1651250.625000 Penalty: 4915.466309
	Iteration 13Q: 3 clusters Score -1651251 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1651400.500000 Penalty: 4915.466309
	Iteration 14Q: 3 clusters Score -1651400 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1651509.125000 Penalty: 4915.466309
	Iteration 15Q: 3 clusters Score -1651509 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1651580.000000 Penalty: 4915.466309
	Iteration 16Q: 3 clusters Score -1651580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1651620.875000 Penalty: 4915.466309
	Iteration 17Q: 3 clusters Score -1651621 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1651658.375000 Penalty: 4915.466309
	Iteration 18Q: 3 clusters Score -1651658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1651685.000000 Penalty: 4915.466309
	Iteration 19Q: 3 clusters Score -1651685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1651697.875000 Penalty: 4915.466309
	Iteration 20F: 3 clusters Score -1651698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1651704.625000 Penalty: 4915.466309
	Iteration 21Q: 3 clusters Score -1651705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1651713.875000 Penalty: 4915.466309
	Iteration 22Q: 3 clusters Score -1651714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1651719.375000 Penalty: 4915.466309
	Iteration 23Q: 3 clusters Score -1651719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1651728.875000 Penalty: 4915.466309
	Iteration 24Q: 3 clusters Score -1651729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1651736.375000 Penalty: 4915.466309
	Iteration 25Q: 3 clusters Score -1651736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1651736.375000 Penalty: 4915.466309
	Iteration 26Q: 3 clusters Score -1651736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1651731.750000 Penalty: 4915.466309
	Iteration 27Q: 3 clusters Score -1651732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1651735.125000 Penalty: 4915.466309
	Iteration 28Q: 3 clusters Score -1651735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1651734.375000 Penalty: 4915.466309
	Iteration 29Q: 3 clusters Score -1651734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1651734.375000 Penalty: 4915.466309
	Iteration 30Q: 3 clusters Score -1651734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1651734.875000 Penalty: 4915.466309
	Iteration 31Q: 3 clusters Score -1651735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1651738.875000 Penalty: 4915.466309
	Iteration 32Q: 3 clusters Score -1651739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1651737.625000 Penalty: 4915.466309
	Iteration 33Q: 3 clusters Score -1651738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1651735.500000 Penalty: 4915.466309
	Iteration 34Q: 3 clusters Score -1651736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1651735.500000 Penalty: 4915.466309
	Iteration 35Q: 3 clusters Score -1651736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1651732.500000 Penalty: 4915.466309
	Iteration 36Q: 3 clusters Score -1651732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1651735.500000 Penalty: 4915.466309
	Iteration 37Q: 3 clusters Score -1651736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1651733.625000 Penalty: 4915.466309
	Iteration 38Q: 3 clusters Score -1651734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1651735.250000 Penalty: 4915.466309
	Iteration 39Q: 3 clusters Score -1651735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1651735.250000 Penalty: 4915.466309
	Iteration 40F: 3 clusters Score -1651735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -82402.687500 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -82402.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80400.960938 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -80400.96 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80768.140625 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -80768.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80850.078125 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -80850.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80888.734375 Penalty: 3458.877441
	Iteration 3Q: 3 clusters Score -80888.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80924.609375 Penalty: 3458.877441
	Iteration 4Q: 3 clusters Score -80924.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80954.492188 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -80954.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80977.398438 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -80977.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80991.125000 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -80991.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81004.429688 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -81004.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81015.921875 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -81015.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81029.007812 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -81029.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81033.976562 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -81033.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81036.500000 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -81036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81038.500000 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -81038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81039.828125 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -81039.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81041.421875 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -81041.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81048.468750 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -81048.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81053.343750 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -81053.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81056.789062 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -81056.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81057.835938 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -81057.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81062.187500 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -81062.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81066.164062 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -81066.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81072.109375 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -81072.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81080.304688 Penalty: 3458.877441
	Iteration 23Q: 3 clusters Score -81080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81089.070312 Penalty: 3458.877441
	Iteration 24Q: 3 clusters Score -81089.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81097.335938 Penalty: 3458.877441
	Iteration 25Q: 3 clusters Score -81097.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81103.390625 Penalty: 3458.877441
	Iteration 26Q: 3 clusters Score -81103.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81108.734375 Penalty: 3458.877441
	Iteration 27Q: 3 clusters Score -81108.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81113.898438 Penalty: 3458.877441
	Iteration 28Q: 3 clusters Score -81113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81119.570312 Penalty: 3458.877441
	Iteration 29Q: 3 clusters Score -81119.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81123.218750 Penalty: 3458.877441
	Iteration 30Q: 3 clusters Score -81123.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81125.031250 Penalty: 3458.877441
	Iteration 31Q: 3 clusters Score -81125.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81126.593750 Penalty: 3458.877441
	Iteration 32Q: 3 clusters Score -81126.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81127.320312 Penalty: 3458.877441
	Iteration 33Q: 3 clusters Score -81127.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81127.320312 Penalty: 3458.877441
	Iteration 34F: 3 clusters Score -81127.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Entering Unmasked Estep 
Score: -1718385.625000 Penalty: 2456.820312
	Iteration 0F: 2 clusters Score -1718386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1704122.625000 Penalty: 4913.640625
	Iteration 0F: 3 clusters Score -1704123 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1708937.750000 Penalty: 4913.640625
	Iteration 1F: 3 clusters Score -1708938 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1709390.375000 Penalty: 4913.640625
	Iteration 2F: 3 clusters Score -1709390 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1709805.625000 Penalty: 4913.640625
	Iteration 3F: 3 clusters Score -1709806 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1710144.750000 Penalty: 4913.640625
	Iteration 4Q: 3 clusters Score -1710145 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1710432.000000 Penalty: 4913.640625
	Iteration 5Q: 3 clusters Score -1710432 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1710737.875000 Penalty: 4913.640625
	Iteration 6Q: 3 clusters Score -1710738 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1711060.000000 Penalty: 4913.640625
	Iteration 7Q: 3 clusters Score -1711060 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1711434.000000 Penalty: 4913.640625
	Iteration 8Q: 3 clusters Score -1711434 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1711898.750000 Penalty: 4913.640625
	Iteration 9Q: 3 clusters Score -1711899 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1712426.625000 Penalty: 4913.640625
	Iteration 10Q: 3 clusters Score -1712427 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1713040.875000 Penalty: 4913.640625
	Iteration 11Q: 3 clusters Score -1713041 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1713610.125000 Penalty: 4913.640625
	Iteration 12Q: 3 clusters Score -1713610 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1714103.750000 Penalty: 4913.640625
	Iteration 13Q: 3 clusters Score -1714104 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1714505.000000 Penalty: 4913.640625
	Iteration 14Q: 3 clusters Score -1714505 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1714806.500000 Penalty: 4913.640625
	Iteration 15Q: 3 clusters Score -1714806 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1715037.000000 Penalty: 4913.640625
	Iteration 16Q: 3 clusters Score -1715037 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1715232.750000 Penalty: 4913.640625
	Iteration 17Q: 3 clusters Score -1715233 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1715404.250000 Penalty: 4913.640625
	Iteration 18Q: 3 clusters Score -1715404 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1715526.250000 Penalty: 4913.640625
	Iteration 19Q: 3 clusters Score -1715526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1715607.875000 Penalty: 4913.640625
	Iteration 20F: 3 clusters Score -1715608 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1715679.500000 Penalty: 4913.640625
	Iteration 21Q: 3 clusters Score -1715680 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1715753.625000 Penalty: 4913.640625
	Iteration 22Q: 3 clusters Score -1715754 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1715808.250000 Penalty: 4913.640625
	Iteration 23Q: 3 clusters Score -1715808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1715838.375000 Penalty: 4913.640625
	Iteration 24Q: 3 clusters Score -1715838 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1715884.875000 Penalty: 4913.640625
	Iteration 25Q: 3 clusters Score -1715885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1715915.750000 Penalty: 4913.640625
	Iteration 26Q: 3 clusters Score -1715916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1715938.500000 Penalty: 4913.640625
	Iteration 27Q: 3 clusters Score -1715938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1715956.500000 Penalty: 4913.640625
	Iteration 28Q: 3 clusters Score -1715956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1715977.750000 Penalty: 4913.640625
	Iteration 29Q: 3 clusters Score -1715978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1715996.000000 Penalty: 4913.640625
	Iteration 30Q: 3 clusters Score -1715996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1716012.375000 Penalty: 4913.640625
	Iteration 31Q: 3 clusters Score -1716012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1716027.750000 Penalty: 4913.640625
	Iteration 32Q: 3 clusters Score -1716028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1716040.375000 Penalty: 4913.640625
	Iteration 33Q: 3 clusters Score -1716040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1716049.000000 Penalty: 4913.640625
	Iteration 34Q: 3 clusters Score -1716049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1716055.500000 Penalty: 4913.640625
	Iteration 35Q: 3 clusters Score -1716056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1716057.750000 Penalty: 4913.640625
	Iteration 36Q: 3 clusters Score -1716058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1716060.500000 Penalty: 4913.640625
	Iteration 37Q: 3 clusters Score -1716060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1716062.375000 Penalty: 4913.640625
	Iteration 38Q: 3 clusters Score -1716062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1716066.875000 Penalty: 4913.640625
	Iteration 39Q: 3 clusters Score -1716067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1716059.750000 Penalty: 4913.640625
	Iteration 40F: 3 clusters Score -1716060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1716070.625000 Penalty: 4913.640625
	Iteration 41Q: 3 clusters Score -1716071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1716073.500000 Penalty: 4913.640625
	Iteration 42Q: 3 clusters Score -1716074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1716075.625000 Penalty: 4913.640625
	Iteration 43Q: 3 clusters Score -1716076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1716079.625000 Penalty: 4913.640625
	Iteration 44Q: 3 clusters Score -1716080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1716082.625000 Penalty: 4913.640625
	Iteration 45Q: 3 clusters Score -1716083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1716082.000000 Penalty: 4913.640625
	Iteration 46Q: 3 clusters Score -1716082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1716080.375000 Penalty: 4913.640625
	Iteration 47Q: 3 clusters Score -1716080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1716082.375000 Penalty: 4913.640625
	Iteration 48Q: 3 clusters Score -1716082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1716082.750000 Penalty: 4913.640625
	Iteration 49Q: 3 clusters Score -1716083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1716083.250000 Penalty: 4913.640625
	Iteration 50Q: 3 clusters Score -1716083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1716085.125000 Penalty: 4913.640625
	Iteration 51Q: 3 clusters Score -1716085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1716082.000000 Penalty: 4913.640625
	Iteration 52Q: 3 clusters Score -1716082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1716083.250000 Penalty: 4913.640625
	Iteration 53Q: 3 clusters Score -1716083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1716087.375000 Penalty: 4913.640625
	Iteration 54Q: 3 clusters Score -1716087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1716088.000000 Penalty: 4913.640625
	Iteration 55Q: 3 clusters Score -1716088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1716090.000000 Penalty: 4913.640625
	Iteration 56Q: 3 clusters Score -1716090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1716092.125000 Penalty: 4913.640625
	Iteration 57Q: 3 clusters Score -1716092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1716088.875000 Penalty: 4913.640625
	Iteration 58Q: 3 clusters Score -1716089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1716088.375000 Penalty: 4913.640625
	Iteration 59Q: 3 clusters Score -1716088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1716091.750000 Penalty: 4913.640625
	Iteration 60F: 3 clusters Score -1716092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1716090.625000 Penalty: 4913.640625
	Iteration 61Q: 3 clusters Score -1716091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1716089.500000 Penalty: 4913.640625
	Iteration 62Q: 3 clusters Score -1716090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1716094.750000 Penalty: 4913.640625
	Iteration 63Q: 3 clusters Score -1716095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1716096.125000 Penalty: 4913.640625
	Iteration 64Q: 3 clusters Score -1716096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1716098.375000 Penalty: 4913.640625
	Iteration 65Q: 3 clusters Score -1716098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1716094.125000 Penalty: 4913.640625
	Iteration 66Q: 3 clusters Score -1716094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1716103.250000 Penalty: 4913.640625
	Iteration 67Q: 3 clusters Score -1716103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1716106.250000 Penalty: 4913.640625
	Iteration 68Q: 3 clusters Score -1716106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1716108.375000 Penalty: 4913.640625
	Iteration 69Q: 3 clusters Score -1716108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1716107.875000 Penalty: 4913.640625
	Iteration 70Q: 3 clusters Score -1716108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1716109.000000 Penalty: 4913.640625
	Iteration 71Q: 3 clusters Score -1716109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1716110.500000 Penalty: 4913.640625
	Iteration 72Q: 3 clusters Score -1716110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1716108.375000 Penalty: 4913.640625
	Iteration 73Q: 3 clusters Score -1716108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1716107.625000 Penalty: 4913.640625
	Iteration 74Q: 3 clusters Score -1716108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1716109.875000 Penalty: 4913.640625
	Iteration 75Q: 3 clusters Score -1716110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1716108.625000 Penalty: 4913.640625
	Iteration 76Q: 3 clusters Score -1716109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1716115.625000 Penalty: 4913.640625
	Iteration 77Q: 3 clusters Score -1716116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1716115.000000 Penalty: 4913.640625
	Iteration 78Q: 3 clusters Score -1716115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1716120.250000 Penalty: 4913.640625
	Iteration 79Q: 3 clusters Score -1716120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1716120.375000 Penalty: 4913.640625
	Iteration 80F: 3 clusters Score -1716120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1716120.625000 Penalty: 4913.640625
	Iteration 81Q: 3 clusters Score -1716121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1716120.000000 Penalty: 4913.640625
	Iteration 82Q: 3 clusters Score -1716120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1716120.000000 Penalty: 4913.640625
	Iteration 83F: 3 clusters Score -1716120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11789 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3110 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11890 members 
Mstep: Class 32 contains 24094 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8364 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171196.000000 Penalty: 169439.390625
Iteration 239Q: 52 clusters Score -5.11712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11792 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 8212 members 
Mstep: Class 31 contains 11879 members 
Mstep: Class 32 contains 24096 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4810 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20575 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8365 members 
Mstep: Class 49 contains 20137 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171208.000000 Penalty: 169439.390625
Iteration 240F: 52 clusters Score -5.117121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60554 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11794 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4569 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 8213 members 
Mstep: Class 31 contains 11869 members 
Mstep: Class 32 contains 24096 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4811 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16970 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20576 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20138 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171180.000000 Penalty: 169439.390625
Iteration 241Q: 52 clusters Score -5.117118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22007 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11796 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4569 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11862 members 
Mstep: Class 32 contains 24096 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4812 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16973 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20576 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20138 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171168.000000 Penalty: 169439.390625
Iteration 242Q: 52 clusters Score -5.117117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22007 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11797 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11847 members 
Mstep: Class 32 contains 24097 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16974 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20576 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20141 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171136.000000 Penalty: 169439.390625
Iteration 243Q: 52 clusters Score -5.117114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22007 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11801 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11835 members 
Mstep: Class 32 contains 24098 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16974 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20576 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20141 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171140.000000 Penalty: 169439.390625
Iteration 244Q: 52 clusters Score -5.117114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22007 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11807 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11820 members 
Mstep: Class 32 contains 24097 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16975 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5525 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20146 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171160.000000 Penalty: 169439.390625
Iteration 245Q: 52 clusters Score -5.117116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8182 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11811 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11800 members 
Mstep: Class 32 contains 24097 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16974 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5524 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20154 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 169439.390625
Iteration 246Q: 52 clusters Score -5.117117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11813 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11776 members 
Mstep: Class 32 contains 24096 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4814 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16975 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5523 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20162 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171168.000000 Penalty: 169439.390625
Iteration 247Q: 52 clusters Score -5.117117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8186 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11816 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11752 members 
Mstep: Class 32 contains 24099 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4815 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16975 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5522 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20169 members 
Mstep: Class 50 contains 1068 members 
Mstep: Class 51 contains 20104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 169439.390625
Iteration 248Q: 52 clusters Score -5.117117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11816 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11738 members 
Mstep: Class 32 contains 24099 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4816 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16975 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20169 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171144.000000 Penalty: 169439.390625
Iteration 249Q: 52 clusters Score -5.117114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13697 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13937 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11818 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11725 members 
Mstep: Class 32 contains 24099 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4816 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16976 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20171 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171160.000000 Penalty: 169439.390625
Iteration 250Q: 52 clusters Score -5.117116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13938 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11819 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11715 members 
Mstep: Class 32 contains 24100 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4816 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16976 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1089 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20577 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20172 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 169439.390625
Iteration 251Q: 52 clusters Score -5.117117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13940 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11818 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11697 members 
Mstep: Class 32 contains 24101 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4815 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 16976 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20578 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20178 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171184.000000 Penalty: 169439.390625
Iteration 252Q: 52 clusters Score -5.117118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60552 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9024 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11818 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11673 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4815 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3423 members 
Mstep: Class 39 contains 16976 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20579 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5520 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20186 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171192.000000 Penalty: 169439.390625
Iteration 253Q: 52 clusters Score -5.117119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13948 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11817 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11652 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4815 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3425 members 
Mstep: Class 39 contains 16980 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20580 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20191 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171224.000000 Penalty: 169439.390625
Iteration 254Q: 52 clusters Score -5.117122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 13948 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60550 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22012 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11816 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11634 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4817 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16981 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1617 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20196 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171216.000000 Penalty: 169439.390625
Iteration 255Q: 52 clusters Score -5.117122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8208 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22011 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11818 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11616 members 
Mstep: Class 32 contains 24102 members 
Mstep: Class 33 contains 2413 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4821 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16980 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1616 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20202 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171232.000000 Penalty: 169439.390625
Iteration 256Q: 52 clusters Score -5.117123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11820 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11607 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4822 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16979 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6832 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8365 members 
Mstep: Class 49 contains 20204 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171200.000000 Penalty: 169439.390625
Iteration 257Q: 52 clusters Score -5.11712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11823 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11596 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4823 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21546 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8365 members 
Mstep: Class 49 contains 20205 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171168.000000 Penalty: 169439.390625
Iteration 258Q: 52 clusters Score -5.117117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11826 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4571 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11582 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4824 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21547 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8365 members 
Mstep: Class 49 contains 20210 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171192.000000 Penalty: 169439.390625
Iteration 259Q: 52 clusters Score -5.117119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11828 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11572 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4825 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20212 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171216.000000 Penalty: 169439.390625
Iteration 260F: 52 clusters Score -5.117122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11831 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3106 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11564 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4826 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6831 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8366 members 
Mstep: Class 49 contains 20213 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171228.000000 Penalty: 169439.390625
Iteration 261Q: 52 clusters Score -5.117123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11840 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4574 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11556 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4827 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6830 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8367 members 
Mstep: Class 49 contains 20214 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 169439.390625
Iteration 262Q: 52 clusters Score -5.117117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9026 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11842 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4574 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20584 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8368 members 
Mstep: Class 49 contains 20215 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171184.000000 Penalty: 169439.390625
Iteration 263Q: 52 clusters Score -5.117118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13952 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11843 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4575 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11547 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20584 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20215 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171128.000000 Penalty: 169439.390625
Iteration 264Q: 52 clusters Score -5.117113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13953 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4574 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11543 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20584 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20215 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171168.000000 Penalty: 169439.390625
Iteration 265Q: 52 clusters Score -5.117117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11542 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20216 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171172.000000 Penalty: 169439.390625
Iteration 266Q: 52 clusters Score -5.117117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8219 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11844 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11540 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20216 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171204.000000 Penalty: 169439.390625
Iteration 267Q: 52 clusters Score -5.11712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8221 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11845 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11537 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20216 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171204.000000 Penalty: 169439.390625
Iteration 268Q: 52 clusters Score -5.11712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8221 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11845 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11534 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5518 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20218 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171212.000000 Penalty: 169439.390625
Iteration 269Q: 52 clusters Score -5.117121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8221 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11845 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11532 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20218 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171228.000000 Penalty: 169439.390625
Iteration 270Q: 52 clusters Score -5.117123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8221 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11845 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11528 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20220 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171208.000000 Penalty: 169439.390625
Iteration 271Q: 52 clusters Score -5.117121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8221 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22009 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11524 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4828 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16977 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20221 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171192.000000 Penalty: 169439.390625
Iteration 272Q: 52 clusters Score -5.117119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11846 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4572 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11515 members 
Mstep: Class 32 contains 24103 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20225 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171216.000000 Penalty: 169439.390625
Iteration 273Q: 52 clusters Score -5.117122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11847 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11511 members 
Mstep: Class 32 contains 24102 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20224 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171192.000000 Penalty: 169439.390625
Iteration 274Q: 52 clusters Score -5.117119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22010 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11848 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11503 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20226 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171160.000000 Penalty: 169439.390625
Iteration 275Q: 52 clusters Score -5.117116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11849 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11496 members 
Mstep: Class 32 contains 24104 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4830 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20226 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171148.000000 Penalty: 169439.390625
Iteration 276Q: 52 clusters Score -5.117115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8236 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11491 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171160.000000 Penalty: 169439.390625
Iteration 277Q: 52 clusters Score -5.117116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3103 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11490 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171152.000000 Penalty: 169439.390625
Iteration 278Q: 52 clusters Score -5.117115e+07 nChanged 2
Entering ConstructFrom: 
Score: -51171152.000000 Penalty: 169439.390625
Entering ConstructFrom: 
Trying to split cluster 1 (38898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Entering Unmasked Estep 
Score: -3237867.500000 Penalty: 2621.037109
	Iteration 0F: 2 clusters Score -3237868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3211465.500000 Penalty: 5242.074219
	Iteration 0F: 3 clusters Score -3211466 nChanged 17901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3222007.750000 Penalty: 5242.074219
	Iteration 1F: 3 clusters Score -3222008 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3223409.250000 Penalty: 5242.074219
	Iteration 2F: 3 clusters Score -3223409 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3225170.250000 Penalty: 5242.074219
	Iteration 3F: 3 clusters Score -3225170 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3227199.750000 Penalty: 5242.074219
	Iteration 4F: 3 clusters Score -3227200 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3228952.000000 Penalty: 5242.074219
	Iteration 5F: 3 clusters Score -3228952 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3230250.250000 Penalty: 5242.074219
	Iteration 6F: 3 clusters Score -3230250 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3231130.000000 Penalty: 5242.074219
	Iteration 7Q: 3 clusters Score -3231130 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3231856.250000 Penalty: 5242.074219
	Iteration 8Q: 3 clusters Score -3231856 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3232481.750000 Penalty: 5242.074219
	Iteration 9Q: 3 clusters Score -3232482 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3233070.250000 Penalty: 5242.074219
	Iteration 10Q: 3 clusters Score -3233070 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3233594.250000 Penalty: 5242.074219
	Iteration 11Q: 3 clusters Score -3233594 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3234074.000000 Penalty: 5242.074219
	Iteration 12Q: 3 clusters Score -3234074 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3234477.000000 Penalty: 5242.074219
	Iteration 13Q: 3 clusters Score -3234477 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3234812.250000 Penalty: 5242.074219
	Iteration 14Q: 3 clusters Score -3234812 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3235059.250000 Penalty: 5242.074219
	Iteration 15Q: 3 clusters Score -3235059 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3235200.500000 Penalty: 5242.074219
	Iteration 16Q: 3 clusters Score -3235200 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3235314.500000 Penalty: 5242.074219
	Iteration 17Q: 3 clusters Score -3235314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3235409.250000 Penalty: 5242.074219
	Iteration 18Q: 3 clusters Score -3235409 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3235471.000000 Penalty: 5242.074219
	Iteration 19Q: 3 clusters Score -3235471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3235514.500000 Penalty: 5242.074219
	Iteration 20F: 3 clusters Score -3235514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3235551.500000 Penalty: 5242.074219
	Iteration 21Q: 3 clusters Score -3235552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3235590.500000 Penalty: 5242.074219
	Iteration 22Q: 3 clusters Score -3235590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3235617.750000 Penalty: 5242.074219
	Iteration 23Q: 3 clusters Score -3235618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3235620.000000 Penalty: 5242.074219
	Iteration 24Q: 3 clusters Score -3235620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3235626.000000 Penalty: 5242.074219
	Iteration 25Q: 3 clusters Score -3235626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3235624.750000 Penalty: 5242.074219
	Iteration 26Q: 3 clusters Score -3235625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3235631.250000 Penalty: 5242.074219
	Iteration 27Q: 3 clusters Score -3235631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3235632.750000 Penalty: 5242.074219
	Iteration 28Q: 3 clusters Score -3235633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3235640.000000 Penalty: 5242.074219
	Iteration 29Q: 3 clusters Score -3235640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3235636.250000 Penalty: 5242.074219
	Iteration 30Q: 3 clusters Score -3235636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3235640.250000 Penalty: 5242.074219
	Iteration 31Q: 3 clusters Score -3235640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3235640.250000 Penalty: 5242.074219
	Iteration 32F: 3 clusters Score -3235640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1137545.375000 Penalty: 2362.074463
	Iteration 0F: 2 clusters Score -1137545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1127570.750000 Penalty: 4724.148926
	Iteration 0F: 3 clusters Score -1127571 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1130809.000000 Penalty: 4724.148926
	Iteration 1F: 3 clusters Score -1130809 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1131289.500000 Penalty: 4724.148926
	Iteration 2F: 3 clusters Score -1131290 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1131693.000000 Penalty: 4724.148926
	Iteration 3F: 3 clusters Score -1131693 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1132170.500000 Penalty: 4724.148926
	Iteration 4F: 3 clusters Score -1132170 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1132745.625000 Penalty: 4724.148926
	Iteration 5F: 3 clusters Score -1132746 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1133465.625000 Penalty: 4724.148926
	Iteration 6F: 3 clusters Score -1133466 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1134229.750000 Penalty: 4724.148926
	Iteration 7F: 3 clusters Score -1134230 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1134863.250000 Penalty: 4724.148926
	Iteration 8F: 3 clusters Score -1134863 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1135295.375000 Penalty: 4724.148926
	Iteration 9Q: 3 clusters Score -1135295 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1135585.375000 Penalty: 4724.148926
	Iteration 10Q: 3 clusters Score -1135585 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1135746.875000 Penalty: 4724.148926
	Iteration 11Q: 3 clusters Score -1135747 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1135842.250000 Penalty: 4724.148926
	Iteration 12Q: 3 clusters Score -1135842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1135882.375000 Penalty: 4724.148926
	Iteration 13Q: 3 clusters Score -1135882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1135907.625000 Penalty: 4724.148926
	Iteration 14Q: 3 clusters Score -1135908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1135926.500000 Penalty: 4724.148926
	Iteration 15Q: 3 clusters Score -1135926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1135941.625000 Penalty: 4724.148926
	Iteration 16Q: 3 clusters Score -1135942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1135943.500000 Penalty: 4724.148926
	Iteration 17Q: 3 clusters Score -1135944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1135946.750000 Penalty: 4724.148926
	Iteration 18Q: 3 clusters Score -1135947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1135947.125000 Penalty: 4724.148926
	Iteration 19Q: 3 clusters Score -1135947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1135945.500000 Penalty: 4724.148926
	Iteration 20F: 3 clusters Score -1135946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1135945.750000 Penalty: 4724.148926
	Iteration 21Q: 3 clusters Score -1135946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1135946.500000 Penalty: 4724.148926
	Iteration 22Q: 3 clusters Score -1135946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1135947.250000 Penalty: 4724.148926
	Iteration 23Q: 3 clusters Score -1135947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1135947.875000 Penalty: 4724.148926
	Iteration 24Q: 3 clusters Score -1135948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1135945.250000 Penalty: 4724.148926
	Iteration 25Q: 3 clusters Score -1135945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1135949.250000 Penalty: 4724.148926
	Iteration 26Q: 3 clusters Score -1135949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1135951.000000 Penalty: 4724.148926
	Iteration 27Q: 3 clusters Score -1135951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1135951.875000 Penalty: 4724.148926
	Iteration 28Q: 3 clusters Score -1135952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1135951.000000 Penalty: 4724.148926
	Iteration 29Q: 3 clusters Score -1135951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1135951.000000 Penalty: 4724.148926
	Iteration 30F: 3 clusters Score -1135951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -185690.109375 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -185690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -182808.296875 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -182808.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -183346.046875 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -183346 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -183542.187500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -183542.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -183669.593750 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -183669.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -183743.593750 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -183743.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -183806.906250 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -183806.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -183859.578125 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -183859.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -183906.359375 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -183906.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -183952.359375 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -183952.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -184006.093750 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -184006.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -184046.062500 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -184046.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -184092.406250 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -184092.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -184138.484375 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -184138.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -184203.640625 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -184203.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -184259.156250 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -184259.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -184304.000000 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -184304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -184352.828125 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -184352.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -184385.625000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -184385.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -184414.937500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -184414.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -184439.093750 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -184439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -184465.937500 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -184465.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -184486.218750 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -184486.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -184510.484375 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -184510.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -184526.265625 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -184526.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -184546.562500 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -184546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -184562.812500 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -184562.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -184581.656250 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -184581.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -184600.187500 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -184600.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -184617.359375 Penalty: 3849.403076
	Iteration 28Q: 3 clusters Score -184617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -184638.703125 Penalty: 3849.403076
	Iteration 29Q: 3 clusters Score -184638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -184662.953125 Penalty: 3849.403076
	Iteration 30Q: 3 clusters Score -184663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -184690.593750 Penalty: 3849.403076
	Iteration 31Q: 3 clusters Score -184690.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -184726.609375 Penalty: 3849.403076
	Iteration 32Q: 3 clusters Score -184726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -184748.437500 Penalty: 3849.403076
	Iteration 33Q: 3 clusters Score -184748.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184771.890625 Penalty: 3849.403076
	Iteration 34Q: 3 clusters Score -184771.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -184795.812500 Penalty: 3849.403076
	Iteration 35Q: 3 clusters Score -184795.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184828.609375 Penalty: 3849.403076
	Iteration 36Q: 3 clusters Score -184828.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184861.906250 Penalty: 3849.403076
	Iteration 37Q: 3 clusters Score -184861.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -184904.125000 Penalty: 3849.403076
	Iteration 38Q: 3 clusters Score -184904.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -184967.140625 Penalty: 3849.403076
	Iteration 39Q: 3 clusters Score -184967.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -185061.515625 Penalty: 3849.403076
	Iteration 40F: 3 clusters Score -185061.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -185175.375000 Penalty: 3849.403076
	Iteration 41Q: 3 clusters Score -185175.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -185244.265625 Penalty: 3849.403076
	Iteration 42Q: 3 clusters Score -185244.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -185344.906250 Penalty: 3849.403076
	Iteration 43Q: 3 clusters Score -185344.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -185517.984375 Penalty: 3849.403076
	Iteration 44Q: 3 clusters Score -185518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -185712.250000 Penalty: 3849.403076
	Iteration 45Q: 3 clusters Score -185712.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -185919.718750 Penalty: 3849.403076
	Iteration 46Q: 3 clusters Score -185919.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -186064.453125 Penalty: 3849.403076
	Iteration 47Q: 3 clusters Score -186064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -186102.406250 Penalty: 3849.403076
	Iteration 48Q: 3 clusters Score -186102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -186120.171875 Penalty: 3849.403076
	Iteration 49Q: 3 clusters Score -186120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186122.765625 Penalty: 3849.403076
	Iteration 50Q: 3 clusters Score -186122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -186127.546875 Penalty: 3849.403076
	Iteration 51F: 3 clusters Score -186127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -186130.765625 Penalty: 3849.403076
	Iteration 52Q: 3 clusters Score -186130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -186130.765625 Penalty: 3849.403076
	Iteration 53F: 3 clusters Score -186130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Mstep: Class 52 contains 1210 members 
Entering Unmasked Estep 
Score: -51170104.000000 Penalty: 172761.734375
Splitting cluster 3 changes total score from -51171152.000000 to -51170104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -757183.187500 Penalty: 2262.215576
	Iteration 0F: 2 clusters Score -757183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -750024.812500 Penalty: 4524.431152
	Iteration 0F: 3 clusters Score -750024.8 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -751944.250000 Penalty: 4524.431152
	Iteration 1F: 3 clusters Score -751944.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -752221.687500 Penalty: 4524.431152
	Iteration 2F: 3 clusters Score -752221.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -752457.000000 Penalty: 4524.431152
	Iteration 3F: 3 clusters Score -752457 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -752730.562500 Penalty: 4524.431152
	Iteration 4Q: 3 clusters Score -752730.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -753096.312500 Penalty: 4524.431152
	Iteration 5F: 3 clusters Score -753096.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -753521.812500 Penalty: 4524.431152
	Iteration 6F: 3 clusters Score -753521.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -753952.937500 Penalty: 4524.431152
	Iteration 7F: 3 clusters Score -753952.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -754410.187500 Penalty: 4524.431152
	Iteration 8F: 3 clusters Score -754410.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -754798.437500 Penalty: 4524.431152
	Iteration 9F: 3 clusters Score -754798.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -755061.625000 Penalty: 4524.431152
	Iteration 10Q: 3 clusters Score -755061.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -755260.312500 Penalty: 4524.431152
	Iteration 11Q: 3 clusters Score -755260.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -755414.125000 Penalty: 4524.431152
	Iteration 12Q: 3 clusters Score -755414.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -755533.250000 Penalty: 4524.431152
	Iteration 13Q: 3 clusters Score -755533.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -755619.687500 Penalty: 4524.431152
	Iteration 14Q: 3 clusters Score -755619.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -755662.937500 Penalty: 4524.431152
	Iteration 15Q: 3 clusters Score -755662.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -755702.375000 Penalty: 4524.431152
	Iteration 16Q: 3 clusters Score -755702.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -755724.687500 Penalty: 4524.431152
	Iteration 17Q: 3 clusters Score -755724.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -755755.625000 Penalty: 4524.431152
	Iteration 18Q: 3 clusters Score -755755.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -755788.562500 Penalty: 4524.431152
	Iteration 19Q: 3 clusters Score -755788.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -755824.062500 Penalty: 4524.431152
	Iteration 20F: 3 clusters Score -755824.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -755856.250000 Penalty: 4524.431152
	Iteration 21Q: 3 clusters Score -755856.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -755883.750000 Penalty: 4524.431152
	Iteration 22Q: 3 clusters Score -755883.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -755908.437500 Penalty: 4524.431152
	Iteration 23Q: 3 clusters Score -755908.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -755932.750000 Penalty: 4524.431152
	Iteration 24Q: 3 clusters Score -755932.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -755957.937500 Penalty: 4524.431152
	Iteration 25Q: 3 clusters Score -755957.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -755979.312500 Penalty: 4524.431152
	Iteration 26Q: 3 clusters Score -755979.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -755999.000000 Penalty: 4524.431152
	Iteration 27Q: 3 clusters Score -755999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -756015.187500 Penalty: 4524.431152
	Iteration 28Q: 3 clusters Score -756015.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -756031.375000 Penalty: 4524.431152
	Iteration 29Q: 3 clusters Score -756031.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -756042.375000 Penalty: 4524.431152
	Iteration 30Q: 3 clusters Score -756042.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -756053.125000 Penalty: 4524.431152
	Iteration 31Q: 3 clusters Score -756053.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -756066.000000 Penalty: 4524.431152
	Iteration 32Q: 3 clusters Score -756066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -756078.625000 Penalty: 4524.431152
	Iteration 33Q: 3 clusters Score -756078.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -756087.187500 Penalty: 4524.431152
	Iteration 34Q: 3 clusters Score -756087.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -756100.687500 Penalty: 4524.431152
	Iteration 35Q: 3 clusters Score -756100.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -756108.750000 Penalty: 4524.431152
	Iteration 36Q: 3 clusters Score -756108.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -756116.000000 Penalty: 4524.431152
	Iteration 37Q: 3 clusters Score -756116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -756124.437500 Penalty: 4524.431152
	Iteration 38Q: 3 clusters Score -756124.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -756130.000000 Penalty: 4524.431152
	Iteration 39Q: 3 clusters Score -756130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -756130.812500 Penalty: 4524.431152
	Iteration 40F: 3 clusters Score -756130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -756130.562500 Penalty: 4524.431152
	Iteration 41Q: 3 clusters Score -756130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -756132.625000 Penalty: 4524.431152
	Iteration 42Q: 3 clusters Score -756132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -756131.937500 Penalty: 4524.431152
	Iteration 43Q: 3 clusters Score -756131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -756131.812500 Penalty: 4524.431152
	Iteration 44Q: 3 clusters Score -756131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -756134.500000 Penalty: 4524.431152
	Iteration 45Q: 3 clusters Score -756134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -756134.062500 Penalty: 4524.431152
	Iteration 46Q: 3 clusters Score -756134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -756138.625000 Penalty: 4524.431152
	Iteration 47Q: 3 clusters Score -756138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -756137.625000 Penalty: 4524.431152
	Iteration 48Q: 3 clusters Score -756137.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -756137.687500 Penalty: 4524.431152
	Iteration 49Q: 3 clusters Score -756137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -756138.812500 Penalty: 4524.431152
	Iteration 50Q: 3 clusters Score -756138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -756139.562500 Penalty: 4524.431152
	Iteration 51Q: 3 clusters Score -756139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -756140.312500 Penalty: 4524.431152
	Iteration 52Q: 3 clusters Score -756140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -756142.875000 Penalty: 4524.431152
	Iteration 53Q: 3 clusters Score -756142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -756144.687500 Penalty: 4524.431152
	Iteration 54Q: 3 clusters Score -756144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -756145.625000 Penalty: 4524.431152
	Iteration 55Q: 3 clusters Score -756145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -756147.937500 Penalty: 4524.431152
	Iteration 56Q: 3 clusters Score -756147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -756150.187500 Penalty: 4524.431152
	Iteration 57Q: 3 clusters Score -756150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -756154.250000 Penalty: 4524.431152
	Iteration 58Q: 3 clusters Score -756154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -756155.250000 Penalty: 4524.431152
	Iteration 59Q: 3 clusters Score -756155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -756156.187500 Penalty: 4524.431152
	Iteration 60F: 3 clusters Score -756156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1134252.500000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1134252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1124018.625000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1124019 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1127395.000000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1127395 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1128072.375000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1128072 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1128749.875000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1128750 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1129538.875000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1129539 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1130423.625000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1130424 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1131277.250000 Penalty: 4733.586914
	Iteration 6F: 3 clusters Score -1131277 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1132096.125000 Penalty: 4733.586914
	Iteration 7F: 3 clusters Score -1132096 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1132761.750000 Penalty: 4733.586914
	Iteration 8Q: 3 clusters Score -1132762 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1133154.625000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1133155 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1133382.375000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1133382 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1133531.250000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1133531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1133623.500000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1133624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1133722.500000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1133722 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1133815.500000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1133816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1133911.125000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1133911 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1134029.250000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1134029 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1134241.875000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1134242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1134488.250000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1134488 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1134668.625000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1134669 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1134777.625000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1134778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1134862.750000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1134863 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1134941.000000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1134941 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1135007.500000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1135008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1135057.125000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1135057 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1135100.250000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1135100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1135127.000000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1135127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1135152.000000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1135152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1135171.875000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1135172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1135191.625000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1135192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1135202.125000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1135202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1135217.500000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1135218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1135237.250000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1135237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1135258.750000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1135259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1135275.000000 Penalty: 4733.586914
	Iteration 34Q: 3 clusters Score -1135275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1135285.000000 Penalty: 4733.586914
	Iteration 35Q: 3 clusters Score -1135285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1135296.000000 Penalty: 4733.586914
	Iteration 36Q: 3 clusters Score -1135296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1135302.500000 Penalty: 4733.586914
	Iteration 37Q: 3 clusters Score -1135302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1135308.250000 Penalty: 4733.586914
	Iteration 38Q: 3 clusters Score -1135308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1135308.375000 Penalty: 4733.586914
	Iteration 39Q: 3 clusters Score -1135308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1135316.375000 Penalty: 4733.586914
	Iteration 40F: 3 clusters Score -1135316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1135321.625000 Penalty: 4733.586914
	Iteration 41Q: 3 clusters Score -1135322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1135324.875000 Penalty: 4733.586914
	Iteration 42Q: 3 clusters Score -1135325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1135329.875000 Penalty: 4733.586914
	Iteration 43Q: 3 clusters Score -1135330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1135333.125000 Penalty: 4733.586914
	Iteration 44Q: 3 clusters Score -1135333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1135338.000000 Penalty: 4733.586914
	Iteration 45Q: 3 clusters Score -1135338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1135336.500000 Penalty: 4733.586914
	Iteration 46Q: 3 clusters Score -1135336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1135335.750000 Penalty: 4733.586914
	Iteration 47Q: 3 clusters Score -1135336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1135339.125000 Penalty: 4733.586914
	Iteration 48Q: 3 clusters Score -1135339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1135337.375000 Penalty: 4733.586914
	Iteration 49Q: 3 clusters Score -1135337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1135340.125000 Penalty: 4733.586914
	Iteration 50Q: 3 clusters Score -1135340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1135339.125000 Penalty: 4733.586914
	Iteration 51Q: 3 clusters Score -1135339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1135338.750000 Penalty: 4733.586914
	Iteration 52Q: 3 clusters Score -1135339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1135342.375000 Penalty: 4733.586914
	Iteration 53Q: 3 clusters Score -1135342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1135341.625000 Penalty: 4733.586914
	Iteration 54Q: 3 clusters Score -1135342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1135341.250000 Penalty: 4733.586914
	Iteration 55Q: 3 clusters Score -1135341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1135342.625000 Penalty: 4733.586914
	Iteration 56Q: 3 clusters Score -1135343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1135342.625000 Penalty: 4733.586914
	Iteration 57F: 3 clusters Score -1135343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Mstep: Class 52 contains 7635 members 
Entering Unmasked Estep 
Score: -51171136.000000 Penalty: 172761.734375
Splitting cluster 5 changes total score from -51171152.000000 to -51171136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -452614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -447732.937500 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -447732.9 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -448851.000000 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -448851 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -449042.406250 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -449042.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -449178.500000 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -449178.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -449282.843750 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -449282.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -449364.593750 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -449364.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -449437.093750 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -449437.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -449487.375000 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -449487.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -449521.093750 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -449521.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -449549.781250 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -449549.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -449578.437500 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -449578.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -449604.375000 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -449604.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -449621.531250 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -449621.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -449636.781250 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -449636.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -449647.781250 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -449647.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -449658.500000 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -449658.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -449669.281250 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -449669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -449677.062500 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -449677.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -449682.281250 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -449682.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -449688.656250 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -449688.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -449697.156250 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -449697.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -449706.687500 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -449706.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -449722.437500 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -449722.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -449734.093750 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -449734.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -449751.187500 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -449751.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -449772.375000 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -449772.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -449795.812500 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -449795.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -449817.593750 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -449817.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -449834.062500 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -449834.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -449851.156250 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -449851.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -449868.062500 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -449868.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -449888.750000 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -449888.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -449910.031250 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -449910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -449935.218750 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -449935.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -449961.093750 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -449961.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -449997.281250 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -449997.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -450037.937500 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -450037.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -450070.656250 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -450070.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -450103.656250 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -450103.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -450140.031250 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -450140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -450175.625000 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -450175.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -450217.968750 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -450218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -450255.562500 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -450255.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -450303.031250 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -450303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -450344.187500 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -450344.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -450381.218750 Penalty: 4283.212891
	Iteration 45Q: 3 clusters Score -450381.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -450411.343750 Penalty: 4283.212891
	Iteration 46Q: 3 clusters Score -450411.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -450439.687500 Penalty: 4283.212891
	Iteration 47Q: 3 clusters Score -450439.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -450467.406250 Penalty: 4283.212891
	Iteration 48Q: 3 clusters Score -450467.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -450495.937500 Penalty: 4283.212891
	Iteration 49Q: 3 clusters Score -450495.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -450520.937500 Penalty: 4283.212891
	Iteration 50Q: 3 clusters Score -450520.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -450545.343750 Penalty: 4283.212891
	Iteration 51Q: 3 clusters Score -450545.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -450565.218750 Penalty: 4283.212891
	Iteration 52Q: 3 clusters Score -450565.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -450587.375000 Penalty: 4283.212891
	Iteration 53Q: 3 clusters Score -450587.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -450601.125000 Penalty: 4283.212891
	Iteration 54Q: 3 clusters Score -450601.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -450616.656250 Penalty: 4283.212891
	Iteration 55Q: 3 clusters Score -450616.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -450636.875000 Penalty: 4283.212891
	Iteration 56Q: 3 clusters Score -450636.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -450646.468750 Penalty: 4283.212891
	Iteration 57Q: 3 clusters Score -450646.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -450663.812500 Penalty: 4283.212891
	Iteration 58Q: 3 clusters Score -450663.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -450675.593750 Penalty: 4283.212891
	Iteration 59Q: 3 clusters Score -450675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -450685.593750 Penalty: 4283.212891
	Iteration 60F: 3 clusters Score -450685.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -450695.718750 Penalty: 4283.212891
	Iteration 61Q: 3 clusters Score -450695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -450702.062500 Penalty: 4283.212891
	Iteration 62Q: 3 clusters Score -450702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -450707.500000 Penalty: 4283.212891
	Iteration 63Q: 3 clusters Score -450707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -450712.968750 Penalty: 4283.212891
	Iteration 64Q: 3 clusters Score -450713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -450724.281250 Penalty: 4283.212891
	Iteration 65Q: 3 clusters Score -450724.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -450731.031250 Penalty: 4283.212891
	Iteration 66Q: 3 clusters Score -450731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -450736.468750 Penalty: 4283.212891
	Iteration 67Q: 3 clusters Score -450736.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -450740.156250 Penalty: 4283.212891
	Iteration 68Q: 3 clusters Score -450740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -450741.843750 Penalty: 4283.212891
	Iteration 69Q: 3 clusters Score -450741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -450746.500000 Penalty: 4283.212891
	Iteration 70Q: 3 clusters Score -450746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -450749.937500 Penalty: 4283.212891
	Iteration 71Q: 3 clusters Score -450749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -450753.937500 Penalty: 4283.212891
	Iteration 72Q: 3 clusters Score -450753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -450765.531250 Penalty: 4283.212891
	Iteration 73Q: 3 clusters Score -450765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -450768.687500 Penalty: 4283.212891
	Iteration 74Q: 3 clusters Score -450768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -450772.500000 Penalty: 4283.212891
	Iteration 75Q: 3 clusters Score -450772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -450775.625000 Penalty: 4283.212891
	Iteration 76Q: 3 clusters Score -450775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -450776.000000 Penalty: 4283.212891
	Iteration 77Q: 3 clusters Score -450776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -450776.000000 Penalty: 4283.212891
	Iteration 78F: 3 clusters Score -450776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -100277.500000 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -100277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -98095.437500 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -98095.44 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -98460.570312 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -98460.57 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -98603.804688 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -98603.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98671.273438 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -98671.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -98709.554688 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -98709.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -98726.046875 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -98726.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -98743.609375 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -98743.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98762.984375 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -98762.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -98797.554688 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -98797.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -98839.820312 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -98839.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -98861.335938 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -98861.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -98886.234375 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -98886.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -98914.507812 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -98914.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -98949.515625 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -98949.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -98973.789062 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -98973.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -98988.507812 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -98988.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -98997.906250 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -98997.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99007.414062 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -99007.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99011.023438 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -99011.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99013.148438 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -99013.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -99014.062500 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -99014.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99016.796875 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -99016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -99017.781250 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -99017.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -99022.562500 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -99022.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -99024.656250 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -99024.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99026.367188 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -99026.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -99026.367188 Penalty: 3572.519775
	Iteration 26F: 3 clusters Score -99026.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -100624.960938 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -100625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98263.195312 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -98263.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -99262.726562 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -99262.73 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -99705.664062 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -99705.66 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -99941.492188 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -99941.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -100098.070312 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -100098.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -100221.953125 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -100222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -100301.531250 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -100301.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -100349.812500 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -100349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -100401.296875 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -100401.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -100478.820312 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -100478.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -100553.351562 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -100553.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -100589.539062 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -100589.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -100607.921875 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -100607.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -100616.781250 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -100616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -100622.890625 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -100622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -100625.648438 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -100625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -100633.179688 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -100633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -100641.023438 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -100641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -100653.757812 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -100653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -100672.007812 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -100672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -100690.585938 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -100690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -100693.929688 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -100693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -100694.406250 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -100694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -100695.554688 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -100695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -100695.554688 Penalty: 3716.132812
	Iteration 24F: 3 clusters Score -100695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Mstep: Class 52 contains 949 members 
Entering Unmasked Estep 
Score: -51169808.000000 Penalty: 172761.734375
Splitting cluster 8 changes total score from -51171152.000000 to -51169808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -139608.718750 Penalty: 1862.043213
	Iteration 0F: 2 clusters Score -139608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -137128.453125 Penalty: 3724.086426
	Iteration 0F: 3 clusters Score -137128.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137633.812500 Penalty: 3724.086426
	Iteration 1F: 3 clusters Score -137633.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137878.875000 Penalty: 3724.086426
	Iteration 2F: 3 clusters Score -137878.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -138064.109375 Penalty: 3724.086426
	Iteration 3F: 3 clusters Score -138064.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -138183.187500 Penalty: 3724.086426
	Iteration 4F: 3 clusters Score -138183.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -138262.953125 Penalty: 3724.086426
	Iteration 5Q: 3 clusters Score -138263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138330.937500 Penalty: 3724.086426
	Iteration 6Q: 3 clusters Score -138330.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138391.328125 Penalty: 3724.086426
	Iteration 7Q: 3 clusters Score -138391.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -138452.140625 Penalty: 3724.086426
	Iteration 8Q: 3 clusters Score -138452.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -138479.406250 Penalty: 3724.086426
	Iteration 9Q: 3 clusters Score -138479.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -138512.421875 Penalty: 3724.086426
	Iteration 10Q: 3 clusters Score -138512.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -138544.625000 Penalty: 3724.086426
	Iteration 11Q: 3 clusters Score -138544.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -138580.375000 Penalty: 3724.086426
	Iteration 12Q: 3 clusters Score -138580.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -138618.843750 Penalty: 3724.086426
	Iteration 13Q: 3 clusters Score -138618.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -138654.781250 Penalty: 3724.086426
	Iteration 14Q: 3 clusters Score -138654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138686.000000 Penalty: 3724.086426
	Iteration 15Q: 3 clusters Score -138686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -138723.000000 Penalty: 3724.086426
	Iteration 16Q: 3 clusters Score -138723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138769.312500 Penalty: 3724.086426
	Iteration 17Q: 3 clusters Score -138769.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -138810.218750 Penalty: 3724.086426
	Iteration 18Q: 3 clusters Score -138810.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -138879.796875 Penalty: 3724.086426
	Iteration 19Q: 3 clusters Score -138879.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139072.890625 Penalty: 3724.086426
	Iteration 20F: 3 clusters Score -139072.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -139631.234375 Penalty: 3724.086426
	Iteration 21Q: 3 clusters Score -139631.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140165.484375 Penalty: 3724.086426
	Iteration 22Q: 3 clusters Score -140165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140283.093750 Penalty: 3724.086426
	Iteration 23Q: 3 clusters Score -140283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -140296.937500 Penalty: 3724.086426
	Iteration 24Q: 3 clusters Score -140296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -140296.937500 Penalty: 3724.086426
	Iteration 25F: 3 clusters Score -140296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 948 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Mstep: Class 52 contains 875 members 
Entering Unmasked Estep 
Score: -51170484.000000 Penalty: 172761.734375
Splitting cluster 9 changes total score from -51171152.000000 to -51170484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -52952.398438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -52952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51303.410156 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51303.41 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51501.464844 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -51501.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51557.558594 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -51557.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51580.753906 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -51580.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51591.273438 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -51591.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51593.792969 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -51593.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51593.792969 Penalty: 3216.379150
	Iteration 6F: 3 clusters Score -51593.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Entering Unmasked Estep 
Score: -708766.937500 Penalty: 2236.125244
	Iteration 0F: 2 clusters Score -708766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -702260.000000 Penalty: 4472.250488
	Iteration 0F: 3 clusters Score -702260 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -704108.500000 Penalty: 4472.250488
	Iteration 1F: 3 clusters Score -704108.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -704405.187500 Penalty: 4472.250488
	Iteration 2F: 3 clusters Score -704405.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -704673.062500 Penalty: 4472.250488
	Iteration 3F: 3 clusters Score -704673.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -704909.812500 Penalty: 4472.250488
	Iteration 4Q: 3 clusters Score -704909.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -705161.500000 Penalty: 4472.250488
	Iteration 5Q: 3 clusters Score -705161.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -705428.750000 Penalty: 4472.250488
	Iteration 6Q: 3 clusters Score -705428.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -705703.125000 Penalty: 4472.250488
	Iteration 7Q: 3 clusters Score -705703.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -705948.812500 Penalty: 4472.250488
	Iteration 8Q: 3 clusters Score -705948.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -706163.187500 Penalty: 4472.250488
	Iteration 9Q: 3 clusters Score -706163.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -706299.937500 Penalty: 4472.250488
	Iteration 10Q: 3 clusters Score -706299.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -706444.937500 Penalty: 4472.250488
	Iteration 11Q: 3 clusters Score -706444.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -706557.812500 Penalty: 4472.250488
	Iteration 12Q: 3 clusters Score -706557.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -706631.062500 Penalty: 4472.250488
	Iteration 13Q: 3 clusters Score -706631.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -706696.750000 Penalty: 4472.250488
	Iteration 14Q: 3 clusters Score -706696.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -706750.750000 Penalty: 4472.250488
	Iteration 15Q: 3 clusters Score -706750.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -706796.062500 Penalty: 4472.250488
	Iteration 16Q: 3 clusters Score -706796.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -706835.875000 Penalty: 4472.250488
	Iteration 17Q: 3 clusters Score -706835.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -706866.437500 Penalty: 4472.250488
	Iteration 18Q: 3 clusters Score -706866.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -706878.750000 Penalty: 4472.250488
	Iteration 19Q: 3 clusters Score -706878.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -706890.250000 Penalty: 4472.250488
	Iteration 20F: 3 clusters Score -706890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -706896.812500 Penalty: 4472.250488
	Iteration 21Q: 3 clusters Score -706896.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -706902.562500 Penalty: 4472.250488
	Iteration 22Q: 3 clusters Score -706902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -706910.625000 Penalty: 4472.250488
	Iteration 23Q: 3 clusters Score -706910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -706913.437500 Penalty: 4472.250488
	Iteration 24Q: 3 clusters Score -706913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -706916.500000 Penalty: 4472.250488
	Iteration 25Q: 3 clusters Score -706916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -706915.312500 Penalty: 4472.250488
	Iteration 26Q: 3 clusters Score -706915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -706918.437500 Penalty: 4472.250488
	Iteration 27Q: 3 clusters Score -706918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -706918.937500 Penalty: 4472.250488
	Iteration 28Q: 3 clusters Score -706918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -706922.500000 Penalty: 4472.250488
	Iteration 29Q: 3 clusters Score -706922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -706923.875000 Penalty: 4472.250488
	Iteration 30Q: 3 clusters Score -706923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -706926.312500 Penalty: 4472.250488
	Iteration 31Q: 3 clusters Score -706926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -706926.375000 Penalty: 4472.250488
	Iteration 32Q: 3 clusters Score -706926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -706926.750000 Penalty: 4472.250488
	Iteration 33Q: 3 clusters Score -706926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -706928.812500 Penalty: 4472.250488
	Iteration 34Q: 3 clusters Score -706928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -706930.312500 Penalty: 4472.250488
	Iteration 35Q: 3 clusters Score -706930.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -706934.937500 Penalty: 4472.250488
	Iteration 36Q: 3 clusters Score -706934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -706940.937500 Penalty: 4472.250488
	Iteration 37Q: 3 clusters Score -706940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -706943.812500 Penalty: 4472.250488
	Iteration 38Q: 3 clusters Score -706943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -706949.000000 Penalty: 4472.250488
	Iteration 39Q: 3 clusters Score -706949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -706954.312500 Penalty: 4472.250488
	Iteration 40F: 3 clusters Score -706954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -706958.187500 Penalty: 4472.250488
	Iteration 41Q: 3 clusters Score -706958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -706962.625000 Penalty: 4472.250488
	Iteration 42Q: 3 clusters Score -706962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -706964.187500 Penalty: 4472.250488
	Iteration 43Q: 3 clusters Score -706964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -706968.937500 Penalty: 4472.250488
	Iteration 44Q: 3 clusters Score -706968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -706970.062500 Penalty: 4472.250488
	Iteration 45Q: 3 clusters Score -706970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -706968.875000 Penalty: 4472.250488
	Iteration 46Q: 3 clusters Score -706968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -706968.875000 Penalty: 4472.250488
	Iteration 47F: 3 clusters Score -706968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -171477.609375 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -171477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -168732.718750 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -168732.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -169245.250000 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -169245.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -169366.750000 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -169366.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -169442.468750 Penalty: 3806.610107
	Iteration 3Q: 3 clusters Score -169442.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -169504.281250 Penalty: 3806.610107
	Iteration 4Q: 3 clusters Score -169504.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -169565.812500 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -169565.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -169628.609375 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -169628.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -169687.109375 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -169687.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -169749.406250 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -169749.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -169800.515625 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -169800.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -169853.859375 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -169853.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -169898.812500 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -169898.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -169929.125000 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -169929.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -169957.640625 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -169957.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -169979.437500 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -169979.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -170006.234375 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -170006.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -170028.343750 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -170028.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -170048.796875 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -170048.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -170072.250000 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -170072.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -170087.234375 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -170087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -170094.812500 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -170094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -170104.046875 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -170104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -170112.781250 Penalty: 3806.610107
	Iteration 22Q: 3 clusters Score -170112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -170119.265625 Penalty: 3806.610107
	Iteration 23Q: 3 clusters Score -170119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -170126.140625 Penalty: 3806.610107
	Iteration 24Q: 3 clusters Score -170126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -170132.531250 Penalty: 3806.610107
	Iteration 25Q: 3 clusters Score -170132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -170140.234375 Penalty: 3806.610107
	Iteration 26Q: 3 clusters Score -170140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -170140.875000 Penalty: 3806.610107
	Iteration 27Q: 3 clusters Score -170140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -170140.875000 Penalty: 3806.610107
	Iteration 28F: 3 clusters Score -170140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -123586.984375 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -123587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -121192.523438 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -121192.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -121590.351562 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -121590.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -121694.242188 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -121694.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -121742.171875 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -121742.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -121771.882812 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -121771.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -121805.015625 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -121805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -121833.898438 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -121833.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -121866.335938 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -121866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -121892.171875 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -121892.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -121915.882812 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -121915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -121934.882812 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -121934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -121946.117188 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -121946.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -121954.250000 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -121954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -121957.859375 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -121957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -121961.562500 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -121961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -121963.781250 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -121963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -121964.242188 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -121964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -121964.773438 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -121964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -121964.773438 Penalty: 3670.101318
	Iteration 18F: 3 clusters Score -121964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -778499.312500 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -778499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -771110.687500 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -771110.7 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -773227.062500 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -773227.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -773565.437500 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -773565.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -773907.000000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -773907 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -774288.187500 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -774288.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -774831.937500 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -774831.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -775499.437500 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -775499.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -776136.750000 Penalty: 4555.516602
	Iteration 7F: 3 clusters Score -776136.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -776602.125000 Penalty: 4555.516602
	Iteration 8F: 3 clusters Score -776602.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -776886.625000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -776886.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -777023.437500 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -777023.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -777105.562500 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -777105.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -777158.437500 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -777158.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -777192.062500 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -777192.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -777222.250000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -777222.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -777241.125000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -777241.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -777261.125000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -777261.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -777274.250000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -777274.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -777284.000000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -777284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -777297.312500 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -777297.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -777305.937500 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -777305.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -777316.125000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -777316.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -777321.062500 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -777321.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -777322.187500 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -777322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -777324.562500 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -777324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -777324.625000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -777324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -777324.375000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -777324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -777326.312500 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -777326.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -777330.625000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -777330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -777330.500000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -777330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -777330.125000 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -777330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -777330.937500 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -777330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -777331.312500 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -777331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -777331.312500 Penalty: 4555.516602
	Iteration 33F: 3 clusters Score -777331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -221784.546875 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -221784.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -218653.312500 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -218653.3 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -219266.953125 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -219267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -219419.734375 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -219419.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -219532.218750 Penalty: 3944.671387
	Iteration 3Q: 3 clusters Score -219532.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -219616.140625 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -219616.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -219697.468750 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -219697.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -219769.796875 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -219769.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219842.250000 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -219842.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -219925.750000 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -219925.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219986.421875 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -219986.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -220055.125000 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -220055.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -220130.750000 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -220130.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -220214.656250 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -220214.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -220296.046875 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -220296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -220374.265625 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -220374.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -220429.734375 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -220429.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -220496.875000 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -220496.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -220550.234375 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -220550.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -220604.531250 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -220604.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -220633.062500 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -220633.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -220649.437500 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -220649.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -220669.062500 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -220669.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -220684.468750 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -220684.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -220694.375000 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -220694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -220704.125000 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -220704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -220710.484375 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -220710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -220715.656250 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -220715.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -220718.531250 Penalty: 3944.671387
	Iteration 27Q: 3 clusters Score -220718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -220718.593750 Penalty: 3944.671387
	Iteration 28Q: 3 clusters Score -220718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -220719.437500 Penalty: 3944.671387
	Iteration 29Q: 3 clusters Score -220719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -220720.343750 Penalty: 3944.671387
	Iteration 30Q: 3 clusters Score -220720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220721.390625 Penalty: 3944.671387
	Iteration 31Q: 3 clusters Score -220721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220721.390625 Penalty: 3944.671387
	Iteration 32F: 3 clusters Score -220721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Entering Unmasked Estep 
Score: -1789703.250000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -1789703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1774257.500000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -1774258 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1779577.750000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -1779578 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1779927.000000 Penalty: 4962.169434
	Iteration 2Q: 3 clusters Score -1779927 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1780195.875000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -1780196 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1780461.000000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -1780461 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1780789.375000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -1780789 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1781215.625000 Penalty: 4962.169434
	Iteration 6Q: 3 clusters Score -1781216 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1781763.000000 Penalty: 4962.169434
	Iteration 7Q: 3 clusters Score -1781763 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1782561.125000 Penalty: 4962.169434
	Iteration 8F: 3 clusters Score -1782561 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1783605.750000 Penalty: 4962.169434
	Iteration 9F: 3 clusters Score -1783606 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1784784.750000 Penalty: 4962.169434
	Iteration 10F: 3 clusters Score -1784785 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -1785868.500000 Penalty: 4962.169434
	Iteration 11F: 3 clusters Score -1785868 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1786650.875000 Penalty: 4962.169434
	Iteration 12Q: 3 clusters Score -1786651 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1787085.375000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -1787085 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1787305.000000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -1787305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1787408.750000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -1787409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -1787469.750000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -1787470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -1787513.000000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -1787513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -1787533.375000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -1787533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -1787543.875000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -1787544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1787550.250000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -1787550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -1787554.625000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -1787555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1787557.000000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -1787557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1787557.000000 Penalty: 4962.169434
	Iteration 23F: 3 clusters Score -1787557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -4181101.000000 Penalty: 2692.611816
	Iteration 0F: 2 clusters Score -4181101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4146152.750000 Penalty: 5385.223633
	Iteration 0F: 3 clusters Score -4146153 nChanged 23853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -4159709.750000 Penalty: 5385.223633
	Iteration 1F: 3 clusters Score -4159710 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4160491.250000 Penalty: 5385.223633
	Iteration 2Q: 3 clusters Score -4160491 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4161318.750000 Penalty: 5385.223633
	Iteration 3Q: 3 clusters Score -4161319 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4162360.000000 Penalty: 5385.223633
	Iteration 4Q: 3 clusters Score -4162360 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4163724.000000 Penalty: 5385.223633
	Iteration 5F: 3 clusters Score -4163724 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4165585.000000 Penalty: 5385.223633
	Iteration 6F: 3 clusters Score -4165585 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4168007.500000 Penalty: 5385.223633
	Iteration 7F: 3 clusters Score -4168008 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4170930.500000 Penalty: 5385.223633
	Iteration 8F: 3 clusters Score -4170930 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4173760.750000 Penalty: 5385.223633
	Iteration 9F: 3 clusters Score -4173761 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4175996.000000 Penalty: 5385.223633
	Iteration 10Q: 3 clusters Score -4175996 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4177324.500000 Penalty: 5385.223633
	Iteration 11Q: 3 clusters Score -4177324 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4177961.500000 Penalty: 5385.223633
	Iteration 12Q: 3 clusters Score -4177962 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4178339.250000 Penalty: 5385.223633
	Iteration 13Q: 3 clusters Score -4178339 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4178504.500000 Penalty: 5385.223633
	Iteration 14Q: 3 clusters Score -4178504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4178611.500000 Penalty: 5385.223633
	Iteration 15Q: 3 clusters Score -4178612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4178681.250000 Penalty: 5385.223633
	Iteration 16Q: 3 clusters Score -4178681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4178701.750000 Penalty: 5385.223633
	Iteration 17Q: 3 clusters Score -4178702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4178722.000000 Penalty: 5385.223633
	Iteration 18Q: 3 clusters Score -4178722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4178741.000000 Penalty: 5385.223633
	Iteration 19Q: 3 clusters Score -4178741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4178751.750000 Penalty: 5385.223633
	Iteration 20F: 3 clusters Score -4178752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4178765.500000 Penalty: 5385.223633
	Iteration 21Q: 3 clusters Score -4178766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4178772.250000 Penalty: 5385.223633
	Iteration 22Q: 3 clusters Score -4178772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4178777.750000 Penalty: 5385.223633
	Iteration 23Q: 3 clusters Score -4178778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4178779.000000 Penalty: 5385.223633
	Iteration 24Q: 3 clusters Score -4178779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4178777.250000 Penalty: 5385.223633
	Iteration 25Q: 3 clusters Score -4178777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4178780.000000 Penalty: 5385.223633
	Iteration 26Q: 3 clusters Score -4178780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4178780.000000 Penalty: 5385.223633
	Iteration 27F: 3 clusters Score -4178780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1282238.500000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1282238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1270996.625000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1270997 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1274587.500000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1274588 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1274941.375000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1274941 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1275254.875000 Penalty: 4791.082031
	Iteration 3Q: 3 clusters Score -1275255 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1275561.500000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -1275562 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1275879.750000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -1275880 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1276242.375000 Penalty: 4791.082031
	Iteration 6Q: 3 clusters Score -1276242 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1276648.750000 Penalty: 4791.082031
	Iteration 7Q: 3 clusters Score -1276649 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1277025.000000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -1277025 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1277374.625000 Penalty: 4791.082031
	Iteration 9Q: 3 clusters Score -1277375 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1277695.875000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -1277696 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1277941.625000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -1277942 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1278115.750000 Penalty: 4791.082031
	Iteration 12Q: 3 clusters Score -1278116 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1278219.875000 Penalty: 4791.082031
	Iteration 13Q: 3 clusters Score -1278220 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1278296.500000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1278296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1278356.000000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1278356 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1278397.000000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1278397 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1278428.000000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1278428 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1278449.875000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1278450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1278475.750000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -1278476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1278499.250000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1278499 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1278522.625000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -1278523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1278543.625000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1278544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1278567.750000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1278568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1278590.125000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1278590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1278607.500000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1278608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1278625.750000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1278626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1278643.000000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1278643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1278660.250000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -1278660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1278680.000000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -1278680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1278704.500000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -1278704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1278730.750000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -1278731 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1278763.250000 Penalty: 4791.082031
	Iteration 32Q: 3 clusters Score -1278763 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1278791.000000 Penalty: 4791.082031
	Iteration 33Q: 3 clusters Score -1278791 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1278825.250000 Penalty: 4791.082031
	Iteration 34Q: 3 clusters Score -1278825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1278863.375000 Penalty: 4791.082031
	Iteration 35Q: 3 clusters Score -1278863 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1278910.750000 Penalty: 4791.082031
	Iteration 36Q: 3 clusters Score -1278911 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1278955.000000 Penalty: 4791.082031
	Iteration 37Q: 3 clusters Score -1278955 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1278998.625000 Penalty: 4791.082031
	Iteration 38Q: 3 clusters Score -1278999 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1279046.750000 Penalty: 4791.082031
	Iteration 39Q: 3 clusters Score -1279047 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1279100.375000 Penalty: 4791.082031
	Iteration 40F: 3 clusters Score -1279100 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1279172.750000 Penalty: 4791.082031
	Iteration 41Q: 3 clusters Score -1279173 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1279234.125000 Penalty: 4791.082031
	Iteration 42Q: 3 clusters Score -1279234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1279296.750000 Penalty: 4791.082031
	Iteration 43Q: 3 clusters Score -1279297 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1279362.625000 Penalty: 4791.082031
	Iteration 44Q: 3 clusters Score -1279363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1279427.375000 Penalty: 4791.082031
	Iteration 45Q: 3 clusters Score -1279427 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1279503.625000 Penalty: 4791.082031
	Iteration 46Q: 3 clusters Score -1279504 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1279584.500000 Penalty: 4791.082031
	Iteration 47Q: 3 clusters Score -1279584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1279646.875000 Penalty: 4791.082031
	Iteration 48Q: 3 clusters Score -1279647 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1279710.875000 Penalty: 4791.082031
	Iteration 49Q: 3 clusters Score -1279711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1279769.625000 Penalty: 4791.082031
	Iteration 50Q: 3 clusters Score -1279770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1279814.625000 Penalty: 4791.082031
	Iteration 51Q: 3 clusters Score -1279815 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1279854.750000 Penalty: 4791.082031
	Iteration 52Q: 3 clusters Score -1279855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1279896.250000 Penalty: 4791.082031
	Iteration 53Q: 3 clusters Score -1279896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1279929.375000 Penalty: 4791.082031
	Iteration 54Q: 3 clusters Score -1279929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1279954.125000 Penalty: 4791.082031
	Iteration 55Q: 3 clusters Score -1279954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1279979.625000 Penalty: 4791.082031
	Iteration 56Q: 3 clusters Score -1279980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1279999.500000 Penalty: 4791.082031
	Iteration 57Q: 3 clusters Score -1280000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1280018.125000 Penalty: 4791.082031
	Iteration 58Q: 3 clusters Score -1280018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1280031.000000 Penalty: 4791.082031
	Iteration 59Q: 3 clusters Score -1280031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1280038.750000 Penalty: 4791.082031
	Iteration 60F: 3 clusters Score -1280039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1280048.125000 Penalty: 4791.082031
	Iteration 61Q: 3 clusters Score -1280048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1280056.875000 Penalty: 4791.082031
	Iteration 62Q: 3 clusters Score -1280057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1280064.500000 Penalty: 4791.082031
	Iteration 63Q: 3 clusters Score -1280064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1280069.500000 Penalty: 4791.082031
	Iteration 64Q: 3 clusters Score -1280070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1280074.875000 Penalty: 4791.082031
	Iteration 65Q: 3 clusters Score -1280075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1280076.500000 Penalty: 4791.082031
	Iteration 66Q: 3 clusters Score -1280076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1280083.125000 Penalty: 4791.082031
	Iteration 67Q: 3 clusters Score -1280083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1280085.250000 Penalty: 4791.082031
	Iteration 68Q: 3 clusters Score -1280085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1280088.750000 Penalty: 4791.082031
	Iteration 69Q: 3 clusters Score -1280089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1280094.750000 Penalty: 4791.082031
	Iteration 70Q: 3 clusters Score -1280095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1280096.875000 Penalty: 4791.082031
	Iteration 71Q: 3 clusters Score -1280097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1280099.625000 Penalty: 4791.082031
	Iteration 72Q: 3 clusters Score -1280100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1280101.375000 Penalty: 4791.082031
	Iteration 73Q: 3 clusters Score -1280101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1280099.500000 Penalty: 4791.082031
	Iteration 74Q: 3 clusters Score -1280100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1280098.750000 Penalty: 4791.082031
	Iteration 75Q: 3 clusters Score -1280099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1280100.000000 Penalty: 4791.082031
	Iteration 76Q: 3 clusters Score -1280100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1280100.125000 Penalty: 4791.082031
	Iteration 77Q: 3 clusters Score -1280100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1280100.500000 Penalty: 4791.082031
	Iteration 78Q: 3 clusters Score -1280100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1280103.000000 Penalty: 4791.082031
	Iteration 79Q: 3 clusters Score -1280103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1280103.250000 Penalty: 4791.082031
	Iteration 80F: 3 clusters Score -1280103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -745494.125000 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -745494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -738642.125000 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -738642.1 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -740595.500000 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -740595.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -740972.250000 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -740972.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -741369.562500 Penalty: 4495.535156
	Iteration 3F: 3 clusters Score -741369.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -741790.187500 Penalty: 4495.535156
	Iteration 4F: 3 clusters Score -741790.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -742220.750000 Penalty: 4495.535156
	Iteration 5F: 3 clusters Score -742220.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -742609.875000 Penalty: 4495.535156
	Iteration 6F: 3 clusters Score -742609.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -742855.687500 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -742855.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -743021.750000 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -743021.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -743147.250000 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -743147.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -743235.375000 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -743235.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -743290.562500 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -743290.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -743334.500000 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -743334.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -743368.000000 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -743368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -743399.062500 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -743399.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -743421.875000 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -743421.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -743447.250000 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -743447.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -743476.000000 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -743476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -743501.687500 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -743501.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -743523.125000 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -743523.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -743531.937500 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -743531.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -743540.437500 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -743540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -743545.937500 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -743545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -743552.125000 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -743552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -743553.687500 Penalty: 4495.535156
	Iteration 24Q: 3 clusters Score -743553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -743554.687500 Penalty: 4495.535156
	Iteration 25Q: 3 clusters Score -743554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -743554.687500 Penalty: 4495.535156
	Iteration 26F: 3 clusters Score -743554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Entering Unmasked Estep 
Score: -5044399.000000 Penalty: 2730.796143
	Iteration 0F: 2 clusters Score -5044399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5003647.000000 Penalty: 5461.592285
	Iteration 0F: 3 clusters Score -5003647 nChanged 28210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -5019629.500000 Penalty: 5461.592285
	Iteration 1F: 3 clusters Score -5019630 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5020459.000000 Penalty: 5461.592285
	Iteration 2Q: 3 clusters Score -5020459 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5021434.500000 Penalty: 5461.592285
	Iteration 3Q: 3 clusters Score -5021434 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -5022574.000000 Penalty: 5461.592285
	Iteration 4Q: 3 clusters Score -5022574 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5023989.000000 Penalty: 5461.592285
	Iteration 5Q: 3 clusters Score -5023989 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -5025744.000000 Penalty: 5461.592285
	Iteration 6F: 3 clusters Score -5025744 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5027927.000000 Penalty: 5461.592285
	Iteration 7F: 3 clusters Score -5027927 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5030777.000000 Penalty: 5461.592285
	Iteration 8F: 3 clusters Score -5030777 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5033914.500000 Penalty: 5461.592285
	Iteration 9F: 3 clusters Score -5033914 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -5036877.000000 Penalty: 5461.592285
	Iteration 10F: 3 clusters Score -5036877 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5039166.500000 Penalty: 5461.592285
	Iteration 11Q: 3 clusters Score -5039166 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5040491.000000 Penalty: 5461.592285
	Iteration 12Q: 3 clusters Score -5040491 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5041213.000000 Penalty: 5461.592285
	Iteration 13Q: 3 clusters Score -5041213 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5041560.500000 Penalty: 5461.592285
	Iteration 14Q: 3 clusters Score -5041560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5041743.000000 Penalty: 5461.592285
	Iteration 15Q: 3 clusters Score -5041743 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5041846.500000 Penalty: 5461.592285
	Iteration 16Q: 3 clusters Score -5041846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5041923.000000 Penalty: 5461.592285
	Iteration 17Q: 3 clusters Score -5041923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5041958.500000 Penalty: 5461.592285
	Iteration 18Q: 3 clusters Score -5041958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5041973.000000 Penalty: 5461.592285
	Iteration 19Q: 3 clusters Score -5041973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5041988.000000 Penalty: 5461.592285
	Iteration 20F: 3 clusters Score -5041988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5041999.500000 Penalty: 5461.592285
	Iteration 21Q: 3 clusters Score -5042000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5042003.500000 Penalty: 5461.592285
	Iteration 22Q: 3 clusters Score -5042004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5042019.000000 Penalty: 5461.592285
	Iteration 23Q: 3 clusters Score -5042019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5042031.500000 Penalty: 5461.592285
	Iteration 24Q: 3 clusters Score -5042032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5042036.000000 Penalty: 5461.592285
	Iteration 25Q: 3 clusters Score -5042036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5042035.500000 Penalty: 5461.592285
	Iteration 26Q: 3 clusters Score -5042036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5042040.500000 Penalty: 5461.592285
	Iteration 27Q: 3 clusters Score -5042040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60174 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5042046.500000 Penalty: 5461.592285
	Iteration 28Q: 3 clusters Score -5042046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5042056.000000 Penalty: 5461.592285
	Iteration 29Q: 3 clusters Score -5042056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5042064.500000 Penalty: 5461.592285
	Iteration 30Q: 3 clusters Score -5042064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5042069.500000 Penalty: 5461.592285
	Iteration 31Q: 3 clusters Score -5042070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5042073.000000 Penalty: 5461.592285
	Iteration 32Q: 3 clusters Score -5042073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5042082.500000 Penalty: 5461.592285
	Iteration 33Q: 3 clusters Score -5042082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5042087.500000 Penalty: 5461.592285
	Iteration 34Q: 3 clusters Score -5042088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5042088.000000 Penalty: 5461.592285
	Iteration 35Q: 3 clusters Score -5042088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5042085.500000 Penalty: 5461.592285
	Iteration 36Q: 3 clusters Score -5042086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5042085.500000 Penalty: 5461.592285
	Iteration 37F: 3 clusters Score -5042086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -227195.718750 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -227195.7 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 1464 members 
Entering Unmasked Estep 
Score: -224036.281250 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -224036.3 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -224738.734375 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -224738.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -224969.562500 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -224969.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -225161.421875 Penalty: 3944.148193
	Iteration 3F: 3 clusters Score -225161.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -225318.703125 Penalty: 3944.148193
	Iteration 4F: 3 clusters Score -225318.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -225458.171875 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -225458.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -225574.296875 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -225574.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -225686.734375 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -225686.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -225782.062500 Penalty: 3944.148193
	Iteration 8Q: 3 clusters Score -225782.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -225838.531250 Penalty: 3944.148193
	Iteration 9Q: 3 clusters Score -225838.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -225882.578125 Penalty: 3944.148193
	Iteration 10Q: 3 clusters Score -225882.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -225927.203125 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -225927.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -225957.375000 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -225957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -225970.984375 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -225971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -225980.453125 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -225980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -225988.296875 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -225988.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -225993.531250 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -225993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -225998.093750 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -225998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -226000.296875 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -226000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -226001.625000 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -226001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -226003.406250 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -226003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -226005.671875 Penalty: 3944.148193
	Iteration 21Q: 3 clusters Score -226005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -226006.968750 Penalty: 3944.148193
	Iteration 22Q: 3 clusters Score -226007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -226006.968750 Penalty: 3944.148193
	Iteration 23F: 3 clusters Score -226007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Entering Unmasked Estep 
Score: -1798323.000000 Penalty: 2479.791992
	Iteration 0F: 2 clusters Score -1798323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1783019.000000 Penalty: 4959.583984
	Iteration 0F: 3 clusters Score -1783019 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1788537.000000 Penalty: 4959.583984
	Iteration 1F: 3 clusters Score -1788537 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1789170.375000 Penalty: 4959.583984
	Iteration 2F: 3 clusters Score -1789170 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1789729.375000 Penalty: 4959.583984
	Iteration 3F: 3 clusters Score -1789729 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1790257.750000 Penalty: 4959.583984
	Iteration 4Q: 3 clusters Score -1790258 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1790812.000000 Penalty: 4959.583984
	Iteration 5Q: 3 clusters Score -1790812 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1791436.375000 Penalty: 4959.583984
	Iteration 6Q: 3 clusters Score -1791436 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1792113.250000 Penalty: 4959.583984
	Iteration 7Q: 3 clusters Score -1792113 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1792814.750000 Penalty: 4959.583984
	Iteration 8Q: 3 clusters Score -1792815 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1793528.500000 Penalty: 4959.583984
	Iteration 9Q: 3 clusters Score -1793528 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1794012.000000 Penalty: 4959.583984
	Iteration 10Q: 3 clusters Score -1794012 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1794347.125000 Penalty: 4959.583984
	Iteration 11Q: 3 clusters Score -1794347 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1794545.000000 Penalty: 4959.583984
	Iteration 12Q: 3 clusters Score -1794545 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1794662.500000 Penalty: 4959.583984
	Iteration 13Q: 3 clusters Score -1794662 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1794746.000000 Penalty: 4959.583984
	Iteration 14Q: 3 clusters Score -1794746 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1794789.375000 Penalty: 4959.583984
	Iteration 15Q: 3 clusters Score -1794789 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1794813.625000 Penalty: 4959.583984
	Iteration 16Q: 3 clusters Score -1794814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1794840.875000 Penalty: 4959.583984
	Iteration 17Q: 3 clusters Score -1794841 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1794862.875000 Penalty: 4959.583984
	Iteration 18Q: 3 clusters Score -1794863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1794882.375000 Penalty: 4959.583984
	Iteration 19Q: 3 clusters Score -1794882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1794899.125000 Penalty: 4959.583984
	Iteration 20F: 3 clusters Score -1794899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1794911.375000 Penalty: 4959.583984
	Iteration 21Q: 3 clusters Score -1794911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1794914.375000 Penalty: 4959.583984
	Iteration 22Q: 3 clusters Score -1794914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1794923.875000 Penalty: 4959.583984
	Iteration 23Q: 3 clusters Score -1794924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1794920.750000 Penalty: 4959.583984
	Iteration 24Q: 3 clusters Score -1794921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1794925.250000 Penalty: 4959.583984
	Iteration 25Q: 3 clusters Score -1794925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1794937.625000 Penalty: 4959.583984
	Iteration 26Q: 3 clusters Score -1794938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1794935.000000 Penalty: 4959.583984
	Iteration 27Q: 3 clusters Score -1794935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1794938.500000 Penalty: 4959.583984
	Iteration 28Q: 3 clusters Score -1794938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1794939.500000 Penalty: 4959.583984
	Iteration 29Q: 3 clusters Score -1794940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1794946.750000 Penalty: 4959.583984
	Iteration 30Q: 3 clusters Score -1794947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1794942.750000 Penalty: 4959.583984
	Iteration 31Q: 3 clusters Score -1794943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1794943.500000 Penalty: 4959.583984
	Iteration 32Q: 3 clusters Score -1794944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1794944.625000 Penalty: 4959.583984
	Iteration 33Q: 3 clusters Score -1794945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1794948.750000 Penalty: 4959.583984
	Iteration 34Q: 3 clusters Score -1794949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1794947.375000 Penalty: 4959.583984
	Iteration 35Q: 3 clusters Score -1794947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1794952.125000 Penalty: 4959.583984
	Iteration 36Q: 3 clusters Score -1794952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1794957.500000 Penalty: 4959.583984
	Iteration 37Q: 3 clusters Score -1794958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1794959.250000 Penalty: 4959.583984
	Iteration 38Q: 3 clusters Score -1794959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1794966.500000 Penalty: 4959.583984
	Iteration 39Q: 3 clusters Score -1794966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1794961.750000 Penalty: 4959.583984
	Iteration 40F: 3 clusters Score -1794962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1794967.500000 Penalty: 4959.583984
	Iteration 41Q: 3 clusters Score -1794968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1794969.625000 Penalty: 4959.583984
	Iteration 42Q: 3 clusters Score -1794970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1794970.750000 Penalty: 4959.583984
	Iteration 43Q: 3 clusters Score -1794971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1794975.250000 Penalty: 4959.583984
	Iteration 44Q: 3 clusters Score -1794975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1794971.500000 Penalty: 4959.583984
	Iteration 45Q: 3 clusters Score -1794972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1794971.500000 Penalty: 4959.583984
	Iteration 46Q: 3 clusters Score -1794972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1794972.750000 Penalty: 4959.583984
	Iteration 47Q: 3 clusters Score -1794973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1794977.250000 Penalty: 4959.583984
	Iteration 48Q: 3 clusters Score -1794977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1794976.500000 Penalty: 4959.583984
	Iteration 49Q: 3 clusters Score -1794976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1794978.750000 Penalty: 4959.583984
	Iteration 50Q: 3 clusters Score -1794979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1794981.375000 Penalty: 4959.583984
	Iteration 51Q: 3 clusters Score -1794981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1794980.750000 Penalty: 4959.583984
	Iteration 52Q: 3 clusters Score -1794981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1794980.625000 Penalty: 4959.583984
	Iteration 53Q: 3 clusters Score -1794981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1794979.250000 Penalty: 4959.583984
	Iteration 54Q: 3 clusters Score -1794979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1794978.500000 Penalty: 4959.583984
	Iteration 55Q: 3 clusters Score -1794978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1794980.625000 Penalty: 4959.583984
	Iteration 56Q: 3 clusters Score -1794981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1794986.125000 Penalty: 4959.583984
	Iteration 57Q: 3 clusters Score -1794986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1794985.375000 Penalty: 4959.583984
	Iteration 58Q: 3 clusters Score -1794985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1794988.375000 Penalty: 4959.583984
	Iteration 59Q: 3 clusters Score -1794988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1794984.375000 Penalty: 4959.583984
	Iteration 60F: 3 clusters Score -1794984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1794986.875000 Penalty: 4959.583984
	Iteration 61Q: 3 clusters Score -1794987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1794985.500000 Penalty: 4959.583984
	Iteration 62Q: 3 clusters Score -1794986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1794985.625000 Penalty: 4959.583984
	Iteration 63Q: 3 clusters Score -1794986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1794986.250000 Penalty: 4959.583984
	Iteration 64Q: 3 clusters Score -1794986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1794980.625000 Penalty: 4959.583984
	Iteration 65Q: 3 clusters Score -1794981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1794981.250000 Penalty: 4959.583984
	Iteration 66Q: 3 clusters Score -1794981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1794987.625000 Penalty: 4959.583984
	Iteration 67Q: 3 clusters Score -1794988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1794984.250000 Penalty: 4959.583984
	Iteration 68Q: 3 clusters Score -1794984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1794984.625000 Penalty: 4959.583984
	Iteration 69Q: 3 clusters Score -1794985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1794982.750000 Penalty: 4959.583984
	Iteration 70Q: 3 clusters Score -1794983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1794983.375000 Penalty: 4959.583984
	Iteration 71Q: 3 clusters Score -1794983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1794983.375000 Penalty: 4959.583984
	Iteration 72F: 3 clusters Score -1794983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -500223.343750 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -500223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -494380.593750 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -494380.6 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -496419.718750 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -496419.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -497194.843750 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -497194.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -497917.625000 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -497917.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -498471.968750 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -498472 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -498829.781250 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -498829.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -499038.343750 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -499038.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -499144.968750 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -499145 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -499199.125000 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -499199.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -499238.812500 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -499238.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -499263.843750 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -499263.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -499285.968750 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -499286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -499304.062500 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -499304.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -499316.031250 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -499316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -499328.656250 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -499328.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -499336.187500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -499336.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -499343.750000 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -499343.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -499351.281250 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -499351.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -499359.437500 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -499359.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -499364.250000 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -499364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -499369.750000 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -499369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -499372.343750 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -499372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -499373.593750 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -499373.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -499377.937500 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -499377.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -499381.812500 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -499381.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -499384.968750 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -499385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -499389.375000 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -499389.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -499389.781250 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -499389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -499392.062500 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -499392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -499394.718750 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -499394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -499397.343750 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -499397.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -499399.593750 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -499399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -499403.187500 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -499403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -499406.062500 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -499406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -499409.375000 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -499409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -499411.031250 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -499411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -499412.437500 Penalty: 4403.527344
	Iteration 36Q: 3 clusters Score -499412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -499413.875000 Penalty: 4403.527344
	Iteration 37Q: 3 clusters Score -499413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -499415.875000 Penalty: 4403.527344
	Iteration 38Q: 3 clusters Score -499415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -499416.781250 Penalty: 4403.527344
	Iteration 39Q: 3 clusters Score -499416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -499417.562500 Penalty: 4403.527344
	Iteration 40F: 3 clusters Score -499417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -499418.218750 Penalty: 4403.527344
	Iteration 41Q: 3 clusters Score -499418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -499418.781250 Penalty: 4403.527344
	Iteration 42Q: 3 clusters Score -499418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -499419.781250 Penalty: 4403.527344
	Iteration 43Q: 3 clusters Score -499419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -499419.093750 Penalty: 4403.527344
	Iteration 44Q: 3 clusters Score -499419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -499419.093750 Penalty: 4403.527344
	Iteration 45Q: 3 clusters Score -499419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -499419.093750 Penalty: 4403.527344
	Iteration 46F: 3 clusters Score -499419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -754802.250000 Penalty: 2258.722900
	Iteration 0F: 2 clusters Score -754802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -747804.562500 Penalty: 4517.445801
	Iteration 0F: 3 clusters Score -747804.6 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -749810.000000 Penalty: 4517.445801
	Iteration 1F: 3 clusters Score -749810 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -750103.312500 Penalty: 4517.445801
	Iteration 2F: 3 clusters Score -750103.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -750363.812500 Penalty: 4517.445801
	Iteration 3F: 3 clusters Score -750363.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -750653.937500 Penalty: 4517.445801
	Iteration 4Q: 3 clusters Score -750653.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -750937.687500 Penalty: 4517.445801
	Iteration 5Q: 3 clusters Score -750937.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -751215.750000 Penalty: 4517.445801
	Iteration 6Q: 3 clusters Score -751215.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -751541.187500 Penalty: 4517.445801
	Iteration 7Q: 3 clusters Score -751541.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -751887.250000 Penalty: 4517.445801
	Iteration 8F: 3 clusters Score -751887.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -752244.187500 Penalty: 4517.445801
	Iteration 9F: 3 clusters Score -752244.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -752614.750000 Penalty: 4517.445801
	Iteration 10F: 3 clusters Score -752614.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -752946.937500 Penalty: 4517.445801
	Iteration 11Q: 3 clusters Score -752946.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -753189.625000 Penalty: 4517.445801
	Iteration 12Q: 3 clusters Score -753189.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -753361.062500 Penalty: 4517.445801
	Iteration 13Q: 3 clusters Score -753361.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -753515.062500 Penalty: 4517.445801
	Iteration 14Q: 3 clusters Score -753515.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -753637.375000 Penalty: 4517.445801
	Iteration 15Q: 3 clusters Score -753637.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -753738.625000 Penalty: 4517.445801
	Iteration 16Q: 3 clusters Score -753738.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -753812.250000 Penalty: 4517.445801
	Iteration 17Q: 3 clusters Score -753812.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -753867.562500 Penalty: 4517.445801
	Iteration 18Q: 3 clusters Score -753867.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -753903.687500 Penalty: 4517.445801
	Iteration 19Q: 3 clusters Score -753903.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -753921.187500 Penalty: 4517.445801
	Iteration 20F: 3 clusters Score -753921.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -753935.000000 Penalty: 4517.445801
	Iteration 21Q: 3 clusters Score -753935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -753943.937500 Penalty: 4517.445801
	Iteration 22Q: 3 clusters Score -753943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -753954.750000 Penalty: 4517.445801
	Iteration 23Q: 3 clusters Score -753954.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -753958.312500 Penalty: 4517.445801
	Iteration 24Q: 3 clusters Score -753958.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -753964.687500 Penalty: 4517.445801
	Iteration 25Q: 3 clusters Score -753964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -753976.687500 Penalty: 4517.445801
	Iteration 26Q: 3 clusters Score -753976.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -753988.312500 Penalty: 4517.445801
	Iteration 27Q: 3 clusters Score -753988.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -753994.625000 Penalty: 4517.445801
	Iteration 28Q: 3 clusters Score -753994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -753999.937500 Penalty: 4517.445801
	Iteration 29Q: 3 clusters Score -753999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -754005.812500 Penalty: 4517.445801
	Iteration 30Q: 3 clusters Score -754005.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -754011.000000 Penalty: 4517.445801
	Iteration 31Q: 3 clusters Score -754011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -754019.250000 Penalty: 4517.445801
	Iteration 32Q: 3 clusters Score -754019.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -754023.500000 Penalty: 4517.445801
	Iteration 33Q: 3 clusters Score -754023.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -754025.750000 Penalty: 4517.445801
	Iteration 34Q: 3 clusters Score -754025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -754026.125000 Penalty: 4517.445801
	Iteration 35Q: 3 clusters Score -754026.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -754028.187500 Penalty: 4517.445801
	Iteration 36Q: 3 clusters Score -754028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -754028.812500 Penalty: 4517.445801
	Iteration 37Q: 3 clusters Score -754028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -754031.187500 Penalty: 4517.445801
	Iteration 38Q: 3 clusters Score -754031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -754031.000000 Penalty: 4517.445801
	Iteration 39Q: 3 clusters Score -754031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -754031.687500 Penalty: 4517.445801
	Iteration 40F: 3 clusters Score -754031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -754031.250000 Penalty: 4517.445801
	Iteration 41Q: 3 clusters Score -754031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -754031.250000 Penalty: 4517.445801
	Iteration 42F: 3 clusters Score -754031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -162447.687500 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -162447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -159849.656250 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -159849.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -160311.562500 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -160311.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160438.343750 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -160438.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160502.359375 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -160502.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -160565.000000 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -160565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -160609.437500 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -160609.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -160634.718750 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -160634.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160657.625000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -160657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160673.218750 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -160673.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -160687.187500 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -160687.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -160704.140625 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -160704.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -160722.265625 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -160722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160731.296875 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -160731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -160737.640625 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -160737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -160745.203125 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -160745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160747.593750 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -160747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160751.671875 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -160751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160757.750000 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -160757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -160763.703125 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -160763.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160768.843750 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -160768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -160773.468750 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -160773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -160777.437500 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -160777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -160780.046875 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -160780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160781.171875 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -160781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160781.406250 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -160781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160782.687500 Penalty: 3779.383301
	Iteration 25Q: 3 clusters Score -160782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160783.046875 Penalty: 3779.383301
	Iteration 26Q: 3 clusters Score -160783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160783.359375 Penalty: 3779.383301
	Iteration 27Q: 3 clusters Score -160783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -160784.125000 Penalty: 3779.383301
	Iteration 28Q: 3 clusters Score -160784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160785.718750 Penalty: 3779.383301
	Iteration 29Q: 3 clusters Score -160785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -160788.609375 Penalty: 3779.383301
	Iteration 30Q: 3 clusters Score -160788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -160790.640625 Penalty: 3779.383301
	Iteration 31Q: 3 clusters Score -160790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160792.562500 Penalty: 3779.383301
	Iteration 32Q: 3 clusters Score -160792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -160794.406250 Penalty: 3779.383301
	Iteration 33Q: 3 clusters Score -160794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160795.390625 Penalty: 3779.383301
	Iteration 34Q: 3 clusters Score -160795.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160795.390625 Penalty: 3779.383301
	Iteration 35F: 3 clusters Score -160795.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -851336.250000 Penalty: 2326.260498
	Iteration 0F: 2 clusters Score -851336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -842531.625000 Penalty: 4652.520996
	Iteration 0F: 3 clusters Score -842531.6 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -845288.187500 Penalty: 4652.520996
	Iteration 1F: 3 clusters Score -845288.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -845746.437500 Penalty: 4652.520996
	Iteration 2F: 3 clusters Score -845746.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -846101.937500 Penalty: 4652.520996
	Iteration 3F: 3 clusters Score -846101.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -846435.312500 Penalty: 4652.520996
	Iteration 4F: 3 clusters Score -846435.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -846776.875000 Penalty: 4652.520996
	Iteration 5Q: 3 clusters Score -846776.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -847156.625000 Penalty: 4652.520996
	Iteration 6Q: 3 clusters Score -847156.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -847508.062500 Penalty: 4652.520996
	Iteration 7Q: 3 clusters Score -847508.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -847862.812500 Penalty: 4652.520996
	Iteration 8Q: 3 clusters Score -847862.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -848150.125000 Penalty: 4652.520996
	Iteration 9Q: 3 clusters Score -848150.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -848392.812500 Penalty: 4652.520996
	Iteration 10Q: 3 clusters Score -848392.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -848593.625000 Penalty: 4652.520996
	Iteration 11Q: 3 clusters Score -848593.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -848754.000000 Penalty: 4652.520996
	Iteration 12Q: 3 clusters Score -848754 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -848893.500000 Penalty: 4652.520996
	Iteration 13Q: 3 clusters Score -848893.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -849001.812500 Penalty: 4652.520996
	Iteration 14Q: 3 clusters Score -849001.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -849080.500000 Penalty: 4652.520996
	Iteration 15Q: 3 clusters Score -849080.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -849149.875000 Penalty: 4652.520996
	Iteration 16Q: 3 clusters Score -849149.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -849209.375000 Penalty: 4652.520996
	Iteration 17Q: 3 clusters Score -849209.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -849260.000000 Penalty: 4652.520996
	Iteration 18Q: 3 clusters Score -849260 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -849298.187500 Penalty: 4652.520996
	Iteration 19Q: 3 clusters Score -849298.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -849328.375000 Penalty: 4652.520996
	Iteration 20F: 3 clusters Score -849328.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -849354.375000 Penalty: 4652.520996
	Iteration 21Q: 3 clusters Score -849354.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -849379.875000 Penalty: 4652.520996
	Iteration 22Q: 3 clusters Score -849379.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -849406.750000 Penalty: 4652.520996
	Iteration 23Q: 3 clusters Score -849406.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -849425.625000 Penalty: 4652.520996
	Iteration 24Q: 3 clusters Score -849425.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -849444.437500 Penalty: 4652.520996
	Iteration 25Q: 3 clusters Score -849444.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -849466.812500 Penalty: 4652.520996
	Iteration 26Q: 3 clusters Score -849466.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -849487.812500 Penalty: 4652.520996
	Iteration 27Q: 3 clusters Score -849487.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -849509.312500 Penalty: 4652.520996
	Iteration 28Q: 3 clusters Score -849509.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -849527.312500 Penalty: 4652.520996
	Iteration 29Q: 3 clusters Score -849527.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -849543.187500 Penalty: 4652.520996
	Iteration 30Q: 3 clusters Score -849543.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -849557.750000 Penalty: 4652.520996
	Iteration 31Q: 3 clusters Score -849557.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -849566.000000 Penalty: 4652.520996
	Iteration 32Q: 3 clusters Score -849566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -849575.875000 Penalty: 4652.520996
	Iteration 33Q: 3 clusters Score -849575.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -849583.750000 Penalty: 4652.520996
	Iteration 34Q: 3 clusters Score -849583.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -849593.687500 Penalty: 4652.520996
	Iteration 35Q: 3 clusters Score -849593.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -849601.937500 Penalty: 4652.520996
	Iteration 36Q: 3 clusters Score -849601.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -849605.375000 Penalty: 4652.520996
	Iteration 37Q: 3 clusters Score -849605.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -849612.125000 Penalty: 4652.520996
	Iteration 38Q: 3 clusters Score -849612.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -849616.687500 Penalty: 4652.520996
	Iteration 39Q: 3 clusters Score -849616.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -849621.250000 Penalty: 4652.520996
	Iteration 40F: 3 clusters Score -849621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -849621.750000 Penalty: 4652.520996
	Iteration 41Q: 3 clusters Score -849621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -849624.125000 Penalty: 4652.520996
	Iteration 42Q: 3 clusters Score -849624.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -849624.875000 Penalty: 4652.520996
	Iteration 43Q: 3 clusters Score -849624.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -849627.125000 Penalty: 4652.520996
	Iteration 44Q: 3 clusters Score -849627.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -849627.625000 Penalty: 4652.520996
	Iteration 45Q: 3 clusters Score -849627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -849629.625000 Penalty: 4652.520996
	Iteration 46Q: 3 clusters Score -849629.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -849632.937500 Penalty: 4652.520996
	Iteration 47Q: 3 clusters Score -849632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -849632.187500 Penalty: 4652.520996
	Iteration 48Q: 3 clusters Score -849632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -849635.187500 Penalty: 4652.520996
	Iteration 49Q: 3 clusters Score -849635.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -849636.187500 Penalty: 4652.520996
	Iteration 50Q: 3 clusters Score -849636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -849637.187500 Penalty: 4652.520996
	Iteration 51Q: 3 clusters Score -849637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -849639.000000 Penalty: 4652.520996
	Iteration 52Q: 3 clusters Score -849639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -849639.687500 Penalty: 4652.520996
	Iteration 53Q: 3 clusters Score -849639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -849640.875000 Penalty: 4652.520996
	Iteration 54Q: 3 clusters Score -849640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -849641.437500 Penalty: 4652.520996
	Iteration 55Q: 3 clusters Score -849641.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -849644.312500 Penalty: 4652.520996
	Iteration 56Q: 3 clusters Score -849644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -849644.250000 Penalty: 4652.520996
	Iteration 57Q: 3 clusters Score -849644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -849644.062500 Penalty: 4652.520996
	Iteration 58Q: 3 clusters Score -849644.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -849648.375000 Penalty: 4652.520996
	Iteration 59Q: 3 clusters Score -849648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -849651.000000 Penalty: 4652.520996
	Iteration 60F: 3 clusters Score -849651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -849651.312500 Penalty: 4652.520996
	Iteration 61Q: 3 clusters Score -849651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -849649.000000 Penalty: 4652.520996
	Iteration 62Q: 3 clusters Score -849649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -849650.000000 Penalty: 4652.520996
	Iteration 63Q: 3 clusters Score -849650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -849650.125000 Penalty: 4652.520996
	Iteration 64Q: 3 clusters Score -849650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -849649.875000 Penalty: 4652.520996
	Iteration 65Q: 3 clusters Score -849649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -849651.687500 Penalty: 4652.520996
	Iteration 66Q: 3 clusters Score -849651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -849650.937500 Penalty: 4652.520996
	Iteration 67Q: 3 clusters Score -849650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -849651.937500 Penalty: 4652.520996
	Iteration 68Q: 3 clusters Score -849651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -849652.125000 Penalty: 4652.520996
	Iteration 69Q: 3 clusters Score -849652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -849654.187500 Penalty: 4652.520996
	Iteration 70Q: 3 clusters Score -849654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -849652.375000 Penalty: 4652.520996
	Iteration 71Q: 3 clusters Score -849652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -849653.062500 Penalty: 4652.520996
	Iteration 72Q: 3 clusters Score -849653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -849654.687500 Penalty: 4652.520996
	Iteration 73Q: 3 clusters Score -849654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -849654.062500 Penalty: 4652.520996
	Iteration 74Q: 3 clusters Score -849654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -849654.000000 Penalty: 4652.520996
	Iteration 75Q: 3 clusters Score -849654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -849654.687500 Penalty: 4652.520996
	Iteration 76Q: 3 clusters Score -849654.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -849654.687500 Penalty: 4652.520996
	Iteration 77F: 3 clusters Score -849654.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -851404.687500 Penalty: 2293.676514
	Iteration 0F: 2 clusters Score -851404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -843459.750000 Penalty: 4587.353027
	Iteration 0F: 3 clusters Score -843459.8 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -845838.000000 Penalty: 4587.353027
	Iteration 1F: 3 clusters Score -845838 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -846136.000000 Penalty: 4587.353027
	Iteration 2F: 3 clusters Score -846136 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -846370.812500 Penalty: 4587.353027
	Iteration 3Q: 3 clusters Score -846370.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -846610.437500 Penalty: 4587.353027
	Iteration 4Q: 3 clusters Score -846610.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -846893.625000 Penalty: 4587.353027
	Iteration 5Q: 3 clusters Score -846893.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -847231.500000 Penalty: 4587.353027
	Iteration 6F: 3 clusters Score -847231.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -847630.437500 Penalty: 4587.353027
	Iteration 7F: 3 clusters Score -847630.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -848068.375000 Penalty: 4587.353027
	Iteration 8F: 3 clusters Score -848068.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -848431.437500 Penalty: 4587.353027
	Iteration 9Q: 3 clusters Score -848431.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -848706.187500 Penalty: 4587.353027
	Iteration 10Q: 3 clusters Score -848706.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -848883.562500 Penalty: 4587.353027
	Iteration 11Q: 3 clusters Score -848883.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -849016.750000 Penalty: 4587.353027
	Iteration 12Q: 3 clusters Score -849016.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -849110.187500 Penalty: 4587.353027
	Iteration 13Q: 3 clusters Score -849110.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -849194.562500 Penalty: 4587.353027
	Iteration 14Q: 3 clusters Score -849194.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -849257.375000 Penalty: 4587.353027
	Iteration 15Q: 3 clusters Score -849257.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -849306.750000 Penalty: 4587.353027
	Iteration 16Q: 3 clusters Score -849306.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -849343.750000 Penalty: 4587.353027
	Iteration 17Q: 3 clusters Score -849343.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -849366.875000 Penalty: 4587.353027
	Iteration 18Q: 3 clusters Score -849366.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -849388.937500 Penalty: 4587.353027
	Iteration 19Q: 3 clusters Score -849388.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -849403.875000 Penalty: 4587.353027
	Iteration 20F: 3 clusters Score -849403.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -849423.187500 Penalty: 4587.353027
	Iteration 21Q: 3 clusters Score -849423.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -849433.750000 Penalty: 4587.353027
	Iteration 22Q: 3 clusters Score -849433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -849448.312500 Penalty: 4587.353027
	Iteration 23Q: 3 clusters Score -849448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -849456.687500 Penalty: 4587.353027
	Iteration 24Q: 3 clusters Score -849456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -849462.187500 Penalty: 4587.353027
	Iteration 25Q: 3 clusters Score -849462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -849469.312500 Penalty: 4587.353027
	Iteration 26Q: 3 clusters Score -849469.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -849474.375000 Penalty: 4587.353027
	Iteration 27Q: 3 clusters Score -849474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -849481.375000 Penalty: 4587.353027
	Iteration 28Q: 3 clusters Score -849481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -849484.437500 Penalty: 4587.353027
	Iteration 29Q: 3 clusters Score -849484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -849484.625000 Penalty: 4587.353027
	Iteration 30Q: 3 clusters Score -849484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -849484.625000 Penalty: 4587.353027
	Iteration 31F: 3 clusters Score -849484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -363222.031250 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -363222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -358889.968750 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -358890 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -359867.781250 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -359867.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -360135.750000 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -360135.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -360368.906250 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -360368.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -360557.781250 Penalty: 4180.250977
	Iteration 4F: 3 clusters Score -360557.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -360798.031250 Penalty: 4180.250977
	Iteration 5F: 3 clusters Score -360798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -361059.687500 Penalty: 4180.250977
	Iteration 6F: 3 clusters Score -361059.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -361382.062500 Penalty: 4180.250977
	Iteration 7F: 3 clusters Score -361382.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -361755.875000 Penalty: 4180.250977
	Iteration 8F: 3 clusters Score -361755.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -362038.187500 Penalty: 4180.250977
	Iteration 9F: 3 clusters Score -362038.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -362229.562500 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -362229.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -362348.656250 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -362348.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -362435.375000 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -362435.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -362491.843750 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -362491.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -362521.687500 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -362521.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -362548.843750 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -362548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -362568.406250 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -362568.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -362583.875000 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -362583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -362590.750000 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -362590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -362592.906250 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -362592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -362593.531250 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -362593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -362594.281250 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -362594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -362594.625000 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -362594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -362597.062500 Penalty: 4180.250977
	Iteration 23Q: 3 clusters Score -362597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -362600.062500 Penalty: 4180.250977
	Iteration 24Q: 3 clusters Score -362600.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -362601.968750 Penalty: 4180.250977
	Iteration 25Q: 3 clusters Score -362602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -362602.937500 Penalty: 4180.250977
	Iteration 26Q: 3 clusters Score -362602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -362604.781250 Penalty: 4180.250977
	Iteration 27Q: 3 clusters Score -362604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -362604.093750 Penalty: 4180.250977
	Iteration 28Q: 3 clusters Score -362604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -362605.156250 Penalty: 4180.250977
	Iteration 29Q: 3 clusters Score -362605.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -362604.406250 Penalty: 4180.250977
	Iteration 30Q: 3 clusters Score -362604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -362605.750000 Penalty: 4180.250977
	Iteration 31Q: 3 clusters Score -362605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -362605.750000 Penalty: 4180.250977
	Iteration 32F: 3 clusters Score -362605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -196122.046875 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -196122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -192857.015625 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -192857 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -193924.593750 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -193924.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -194608.515625 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -194608.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -195007.781250 Penalty: 3988.061768
	Iteration 3F: 3 clusters Score -195007.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -195207.000000 Penalty: 3988.061768
	Iteration 4F: 3 clusters Score -195207 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -195330.390625 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -195330.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -195403.171875 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -195403.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -195442.125000 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -195442.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -195474.203125 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -195474.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -195494.500000 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -195494.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -195508.468750 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -195508.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -195517.203125 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -195517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -195524.656250 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -195524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -195527.562500 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -195527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -195529.890625 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -195529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -195531.218750 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -195531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -195531.890625 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -195531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -195533.609375 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -195533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -195536.890625 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -195536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -195537.718750 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -195537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -195538.062500 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -195538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -195538.171875 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -195538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -195539.421875 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -195539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -195541.656250 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -195541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -195541.828125 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -195541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -195542.437500 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -195542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -195542.750000 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -195542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -195542.750000 Penalty: 3988.061768
	Iteration 27F: 3 clusters Score -195542.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -692516.625000 Penalty: 2235.371582
	Iteration 0F: 2 clusters Score -692516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -685958.000000 Penalty: 4470.743164
	Iteration 0F: 3 clusters Score -685958 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -687693.250000 Penalty: 4470.743164
	Iteration 1F: 3 clusters Score -687693.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -687925.750000 Penalty: 4470.743164
	Iteration 2F: 3 clusters Score -687925.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -688085.562500 Penalty: 4470.743164
	Iteration 3Q: 3 clusters Score -688085.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -688228.125000 Penalty: 4470.743164
	Iteration 4Q: 3 clusters Score -688228.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -688348.125000 Penalty: 4470.743164
	Iteration 5Q: 3 clusters Score -688348.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -688443.125000 Penalty: 4470.743164
	Iteration 6Q: 3 clusters Score -688443.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -688544.062500 Penalty: 4470.743164
	Iteration 7Q: 3 clusters Score -688544.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -688645.750000 Penalty: 4470.743164
	Iteration 8Q: 3 clusters Score -688645.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -688738.750000 Penalty: 4470.743164
	Iteration 9Q: 3 clusters Score -688738.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -688826.625000 Penalty: 4470.743164
	Iteration 10Q: 3 clusters Score -688826.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -688902.312500 Penalty: 4470.743164
	Iteration 11Q: 3 clusters Score -688902.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -688992.312500 Penalty: 4470.743164
	Iteration 12Q: 3 clusters Score -688992.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -689084.937500 Penalty: 4470.743164
	Iteration 13Q: 3 clusters Score -689084.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -689183.125000 Penalty: 4470.743164
	Iteration 14Q: 3 clusters Score -689183.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -689290.250000 Penalty: 4470.743164
	Iteration 15Q: 3 clusters Score -689290.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -689394.500000 Penalty: 4470.743164
	Iteration 16Q: 3 clusters Score -689394.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -689496.125000 Penalty: 4470.743164
	Iteration 17Q: 3 clusters Score -689496.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -689611.937500 Penalty: 4470.743164
	Iteration 18Q: 3 clusters Score -689611.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -689716.437500 Penalty: 4470.743164
	Iteration 19Q: 3 clusters Score -689716.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -689815.875000 Penalty: 4470.743164
	Iteration 20F: 3 clusters Score -689815.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -689908.750000 Penalty: 4470.743164
	Iteration 21Q: 3 clusters Score -689908.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -689999.687500 Penalty: 4470.743164
	Iteration 22Q: 3 clusters Score -689999.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -690095.812500 Penalty: 4470.743164
	Iteration 23Q: 3 clusters Score -690095.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -690202.625000 Penalty: 4470.743164
	Iteration 24Q: 3 clusters Score -690202.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -690346.750000 Penalty: 4470.743164
	Iteration 25Q: 3 clusters Score -690346.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -690541.062500 Penalty: 4470.743164
	Iteration 26Q: 3 clusters Score -690541.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -690760.062500 Penalty: 4470.743164
	Iteration 27Q: 3 clusters Score -690760.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -690996.375000 Penalty: 4470.743164
	Iteration 28Q: 3 clusters Score -690996.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -691187.812500 Penalty: 4470.743164
	Iteration 29Q: 3 clusters Score -691187.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -691288.500000 Penalty: 4470.743164
	Iteration 30Q: 3 clusters Score -691288.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -691339.125000 Penalty: 4470.743164
	Iteration 31Q: 3 clusters Score -691339.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -691368.187500 Penalty: 4470.743164
	Iteration 32Q: 3 clusters Score -691368.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -691381.437500 Penalty: 4470.743164
	Iteration 33Q: 3 clusters Score -691381.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -691391.062500 Penalty: 4470.743164
	Iteration 34Q: 3 clusters Score -691391.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -691396.125000 Penalty: 4470.743164
	Iteration 35Q: 3 clusters Score -691396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -691396.375000 Penalty: 4470.743164
	Iteration 36Q: 3 clusters Score -691396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -691398.812500 Penalty: 4470.743164
	Iteration 37Q: 3 clusters Score -691398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -691400.625000 Penalty: 4470.743164
	Iteration 38Q: 3 clusters Score -691400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -691403.562500 Penalty: 4470.743164
	Iteration 39Q: 3 clusters Score -691403.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -691403.875000 Penalty: 4470.743164
	Iteration 40F: 3 clusters Score -691403.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -691407.187500 Penalty: 4470.743164
	Iteration 41Q: 3 clusters Score -691407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -691409.187500 Penalty: 4470.743164
	Iteration 42Q: 3 clusters Score -691409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -691409.812500 Penalty: 4470.743164
	Iteration 43Q: 3 clusters Score -691409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -691410.437500 Penalty: 4470.743164
	Iteration 44Q: 3 clusters Score -691410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -691411.687500 Penalty: 4470.743164
	Iteration 45Q: 3 clusters Score -691411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -691412.125000 Penalty: 4470.743164
	Iteration 46Q: 3 clusters Score -691412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -691412.187500 Penalty: 4470.743164
	Iteration 47Q: 3 clusters Score -691412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -691411.375000 Penalty: 4470.743164
	Iteration 48Q: 3 clusters Score -691411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -691411.375000 Penalty: 4470.743164
	Iteration 49F: 3 clusters Score -691411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Entering Unmasked Estep 
Score: -931034.062500 Penalty: 2318.566406
	Iteration 0F: 2 clusters Score -931034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -922524.875000 Penalty: 4637.132812
	Iteration 0F: 3 clusters Score -922524.9 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -925165.500000 Penalty: 4637.132812
	Iteration 1F: 3 clusters Score -925165.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -925544.750000 Penalty: 4637.132812
	Iteration 2F: 3 clusters Score -925544.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -925843.937500 Penalty: 4637.132812
	Iteration 3F: 3 clusters Score -925843.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -926135.937500 Penalty: 4637.132812
	Iteration 4Q: 3 clusters Score -926135.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -926413.250000 Penalty: 4637.132812
	Iteration 5Q: 3 clusters Score -926413.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -926724.812500 Penalty: 4637.132812
	Iteration 6Q: 3 clusters Score -926724.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -927085.250000 Penalty: 4637.132812
	Iteration 7Q: 3 clusters Score -927085.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -927447.437500 Penalty: 4637.132812
	Iteration 8Q: 3 clusters Score -927447.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -927854.562500 Penalty: 4637.132812
	Iteration 9Q: 3 clusters Score -927854.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -928280.312500 Penalty: 4637.132812
	Iteration 10Q: 3 clusters Score -928280.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -928588.937500 Penalty: 4637.132812
	Iteration 11Q: 3 clusters Score -928588.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -928800.125000 Penalty: 4637.132812
	Iteration 12Q: 3 clusters Score -928800.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -928961.625000 Penalty: 4637.132812
	Iteration 13Q: 3 clusters Score -928961.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -929063.312500 Penalty: 4637.132812
	Iteration 14Q: 3 clusters Score -929063.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -929128.812500 Penalty: 4637.132812
	Iteration 15Q: 3 clusters Score -929128.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -929177.687500 Penalty: 4637.132812
	Iteration 16Q: 3 clusters Score -929177.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -929220.875000 Penalty: 4637.132812
	Iteration 17Q: 3 clusters Score -929220.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -929246.062500 Penalty: 4637.132812
	Iteration 18Q: 3 clusters Score -929246.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -929258.812500 Penalty: 4637.132812
	Iteration 19Q: 3 clusters Score -929258.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -929268.187500 Penalty: 4637.132812
	Iteration 20F: 3 clusters Score -929268.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -929275.000000 Penalty: 4637.132812
	Iteration 21Q: 3 clusters Score -929275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -929282.187500 Penalty: 4637.132812
	Iteration 22Q: 3 clusters Score -929282.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -929289.250000 Penalty: 4637.132812
	Iteration 23Q: 3 clusters Score -929289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -929289.625000 Penalty: 4637.132812
	Iteration 24Q: 3 clusters Score -929289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -929291.062500 Penalty: 4637.132812
	Iteration 25Q: 3 clusters Score -929291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -929296.312500 Penalty: 4637.132812
	Iteration 26Q: 3 clusters Score -929296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -929295.750000 Penalty: 4637.132812
	Iteration 27Q: 3 clusters Score -929295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -929297.125000 Penalty: 4637.132812
	Iteration 28Q: 3 clusters Score -929297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -929297.562500 Penalty: 4637.132812
	Iteration 29Q: 3 clusters Score -929297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -929295.375000 Penalty: 4637.132812
	Iteration 30Q: 3 clusters Score -929295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -929299.312500 Penalty: 4637.132812
	Iteration 31Q: 3 clusters Score -929299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -929300.937500 Penalty: 4637.132812
	Iteration 32Q: 3 clusters Score -929300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -929300.625000 Penalty: 4637.132812
	Iteration 33Q: 3 clusters Score -929300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -929301.187500 Penalty: 4637.132812
	Iteration 34Q: 3 clusters Score -929301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -929301.187500 Penalty: 4637.132812
	Iteration 35F: 3 clusters Score -929301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Entering Unmasked Estep 
Score: -1990655.750000 Penalty: 2502.363281
	Iteration 0F: 2 clusters Score -1990656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1973908.500000 Penalty: 5004.726562
	Iteration 0F: 3 clusters Score -1973908 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1979533.625000 Penalty: 5004.726562
	Iteration 1F: 3 clusters Score -1979534 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1980004.750000 Penalty: 5004.726562
	Iteration 2F: 3 clusters Score -1980005 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1980572.375000 Penalty: 5004.726562
	Iteration 3F: 3 clusters Score -1980572 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1981315.125000 Penalty: 5004.726562
	Iteration 4F: 3 clusters Score -1981315 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1982207.250000 Penalty: 5004.726562
	Iteration 5F: 3 clusters Score -1982207 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1983098.250000 Penalty: 5004.726562
	Iteration 6F: 3 clusters Score -1983098 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1983921.375000 Penalty: 5004.726562
	Iteration 7F: 3 clusters Score -1983921 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1984575.625000 Penalty: 5004.726562
	Iteration 8F: 3 clusters Score -1984576 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1985105.750000 Penalty: 5004.726562
	Iteration 9Q: 3 clusters Score -1985106 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1985596.250000 Penalty: 5004.726562
	Iteration 10Q: 3 clusters Score -1985596 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1986078.875000 Penalty: 5004.726562
	Iteration 11Q: 3 clusters Score -1986079 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1986544.750000 Penalty: 5004.726562
	Iteration 12Q: 3 clusters Score -1986545 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1987006.750000 Penalty: 5004.726562
	Iteration 13Q: 3 clusters Score -1987007 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1987371.750000 Penalty: 5004.726562
	Iteration 14Q: 3 clusters Score -1987372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -1987680.875000 Penalty: 5004.726562
	Iteration 15Q: 3 clusters Score -1987681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -1987930.000000 Penalty: 5004.726562
	Iteration 16Q: 3 clusters Score -1987930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1988124.375000 Penalty: 5004.726562
	Iteration 17Q: 3 clusters Score -1988124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -1988274.125000 Penalty: 5004.726562
	Iteration 18Q: 3 clusters Score -1988274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1988372.250000 Penalty: 5004.726562
	Iteration 19Q: 3 clusters Score -1988372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -1988442.000000 Penalty: 5004.726562
	Iteration 20F: 3 clusters Score -1988442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -1988475.125000 Penalty: 5004.726562
	Iteration 21Q: 3 clusters Score -1988475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1988510.250000 Penalty: 5004.726562
	Iteration 22Q: 3 clusters Score -1988510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -1988540.125000 Penalty: 5004.726562
	Iteration 23Q: 3 clusters Score -1988540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -1988569.625000 Penalty: 5004.726562
	Iteration 24Q: 3 clusters Score -1988570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1988592.625000 Penalty: 5004.726562
	Iteration 25Q: 3 clusters Score -1988593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -1988606.875000 Penalty: 5004.726562
	Iteration 26Q: 3 clusters Score -1988607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -1988622.625000 Penalty: 5004.726562
	Iteration 27Q: 3 clusters Score -1988623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -1988632.125000 Penalty: 5004.726562
	Iteration 28Q: 3 clusters Score -1988632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1988641.250000 Penalty: 5004.726562
	Iteration 29Q: 3 clusters Score -1988641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -1988645.500000 Penalty: 5004.726562
	Iteration 30Q: 3 clusters Score -1988646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -1988653.250000 Penalty: 5004.726562
	Iteration 31Q: 3 clusters Score -1988653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -1988655.250000 Penalty: 5004.726562
	Iteration 32Q: 3 clusters Score -1988655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -1988658.625000 Penalty: 5004.726562
	Iteration 33Q: 3 clusters Score -1988659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -1988659.500000 Penalty: 5004.726562
	Iteration 34Q: 3 clusters Score -1988660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -1988661.750000 Penalty: 5004.726562
	Iteration 35Q: 3 clusters Score -1988662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1988663.000000 Penalty: 5004.726562
	Iteration 36Q: 3 clusters Score -1988663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -1988669.000000 Penalty: 5004.726562
	Iteration 37Q: 3 clusters Score -1988669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -1988668.000000 Penalty: 5004.726562
	Iteration 38Q: 3 clusters Score -1988668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -1988667.500000 Penalty: 5004.726562
	Iteration 39Q: 3 clusters Score -1988668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -1988667.500000 Penalty: 5004.726562
	Iteration 40F: 3 clusters Score -1988668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -191901.359375 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -191901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -189063.703125 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -189063.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -189646.734375 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -189646.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -189782.781250 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -189782.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -189850.578125 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -189850.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -189902.515625 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -189902.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -189948.203125 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -189948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -189983.656250 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -189983.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -190008.421875 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -190008.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -190033.593750 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -190033.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -190055.156250 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -190055.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -190094.937500 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -190094.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -190128.093750 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -190128.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -190157.781250 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -190157.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -190195.703125 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -190195.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -190231.015625 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -190231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -190261.546875 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -190261.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -190302.593750 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -190302.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -190333.312500 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -190333.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -190366.921875 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -190366.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -190398.796875 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -190398.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -190433.421875 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -190433.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -190468.078125 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -190468.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -190505.250000 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -190505.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -190533.546875 Penalty: 3863.364014
	Iteration 23Q: 3 clusters Score -190533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -190558.656250 Penalty: 3863.364014
	Iteration 24Q: 3 clusters Score -190558.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -190580.031250 Penalty: 3863.364014
	Iteration 25Q: 3 clusters Score -190580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -190589.718750 Penalty: 3863.364014
	Iteration 26Q: 3 clusters Score -190589.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -190598.921875 Penalty: 3863.364014
	Iteration 27Q: 3 clusters Score -190598.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -190604.937500 Penalty: 3863.364014
	Iteration 28Q: 3 clusters Score -190604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -190608.125000 Penalty: 3863.364014
	Iteration 29Q: 3 clusters Score -190608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -190609.515625 Penalty: 3863.364014
	Iteration 30Q: 3 clusters Score -190609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -190611.921875 Penalty: 3863.364014
	Iteration 31Q: 3 clusters Score -190611.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -190614.406250 Penalty: 3863.364014
	Iteration 32Q: 3 clusters Score -190614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -190616.734375 Penalty: 3863.364014
	Iteration 33Q: 3 clusters Score -190616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -190620.484375 Penalty: 3863.364014
	Iteration 34Q: 3 clusters Score -190620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -190629.265625 Penalty: 3863.364014
	Iteration 35Q: 3 clusters Score -190629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190632.250000 Penalty: 3863.364014
	Iteration 36Q: 3 clusters Score -190632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -190633.984375 Penalty: 3863.364014
	Iteration 37Q: 3 clusters Score -190634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -190635.187500 Penalty: 3863.364014
	Iteration 38Q: 3 clusters Score -190635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -190635.812500 Penalty: 3863.364014
	Iteration 39Q: 3 clusters Score -190635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -190635.812500 Penalty: 3863.364014
	Iteration 40F: 3 clusters Score -190635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -763744.250000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -763744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -755601.875000 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -755601.9 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -758391.562500 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -758391.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -759034.187500 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -759034.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -759561.125000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -759561.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -760034.812500 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -760034.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -760503.187500 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -760503.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -760911.562500 Penalty: 4606.501465
	Iteration 6F: 3 clusters Score -760911.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -761274.375000 Penalty: 4606.501465
	Iteration 7Q: 3 clusters Score -761274.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -761577.312500 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -761577.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -761804.625000 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -761804.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -761947.750000 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -761947.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -762053.500000 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -762053.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -762121.250000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -762121.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -762164.625000 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -762164.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -762202.250000 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -762202.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -762240.750000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -762240.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -762269.375000 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -762269.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -762297.312500 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -762297.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -762323.437500 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -762323.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -762345.562500 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -762345.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -762361.375000 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -762361.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -762377.000000 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -762377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -762392.187500 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -762392.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -762410.312500 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -762410.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -762420.500000 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -762420.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -762428.812500 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -762428.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -762435.875000 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -762435.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -762440.750000 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -762440.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -762447.312500 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -762447.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -762449.312500 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -762449.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -762453.375000 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -762453.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -762458.187500 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -762458.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -762462.250000 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -762462.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -762473.750000 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -762473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -762474.937500 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -762474.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -762478.937500 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -762478.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -762488.125000 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -762488.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -762495.687500 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -762495.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -762502.437500 Penalty: 4606.501465
	Iteration 38Q: 3 clusters Score -762502.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -762510.500000 Penalty: 4606.501465
	Iteration 39Q: 3 clusters Score -762510.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -762519.375000 Penalty: 4606.501465
	Iteration 40F: 3 clusters Score -762519.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -762535.875000 Penalty: 4606.501465
	Iteration 41Q: 3 clusters Score -762535.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -762552.625000 Penalty: 4606.501465
	Iteration 42Q: 3 clusters Score -762552.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -762570.812500 Penalty: 4606.501465
	Iteration 43Q: 3 clusters Score -762570.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -762586.250000 Penalty: 4606.501465
	Iteration 44Q: 3 clusters Score -762586.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -762601.187500 Penalty: 4606.501465
	Iteration 45Q: 3 clusters Score -762601.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -762620.125000 Penalty: 4606.501465
	Iteration 46Q: 3 clusters Score -762620.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -762645.875000 Penalty: 4606.501465
	Iteration 47Q: 3 clusters Score -762645.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -762670.625000 Penalty: 4606.501465
	Iteration 48Q: 3 clusters Score -762670.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -762696.875000 Penalty: 4606.501465
	Iteration 49Q: 3 clusters Score -762696.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -762715.312500 Penalty: 4606.501465
	Iteration 50Q: 3 clusters Score -762715.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -762733.062500 Penalty: 4606.501465
	Iteration 51Q: 3 clusters Score -762733.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -762742.687500 Penalty: 4606.501465
	Iteration 52Q: 3 clusters Score -762742.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -762750.937500 Penalty: 4606.501465
	Iteration 53Q: 3 clusters Score -762750.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -762761.937500 Penalty: 4606.501465
	Iteration 54Q: 3 clusters Score -762761.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -762769.750000 Penalty: 4606.501465
	Iteration 55Q: 3 clusters Score -762769.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -762777.625000 Penalty: 4606.501465
	Iteration 56Q: 3 clusters Score -762777.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -762783.437500 Penalty: 4606.501465
	Iteration 57Q: 3 clusters Score -762783.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -762789.437500 Penalty: 4606.501465
	Iteration 58Q: 3 clusters Score -762789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -762793.437500 Penalty: 4606.501465
	Iteration 59Q: 3 clusters Score -762793.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -762795.562500 Penalty: 4606.501465
	Iteration 60F: 3 clusters Score -762795.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -762801.875000 Penalty: 4606.501465
	Iteration 61Q: 3 clusters Score -762801.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -762804.687500 Penalty: 4606.501465
	Iteration 62Q: 3 clusters Score -762804.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -762807.375000 Penalty: 4606.501465
	Iteration 63Q: 3 clusters Score -762807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -762809.875000 Penalty: 4606.501465
	Iteration 64Q: 3 clusters Score -762809.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -762814.750000 Penalty: 4606.501465
	Iteration 65Q: 3 clusters Score -762814.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -762819.937500 Penalty: 4606.501465
	Iteration 66Q: 3 clusters Score -762819.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -762823.375000 Penalty: 4606.501465
	Iteration 67Q: 3 clusters Score -762823.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -762826.562500 Penalty: 4606.501465
	Iteration 68Q: 3 clusters Score -762826.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -762835.687500 Penalty: 4606.501465
	Iteration 69Q: 3 clusters Score -762835.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -762842.250000 Penalty: 4606.501465
	Iteration 70Q: 3 clusters Score -762842.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -762845.437500 Penalty: 4606.501465
	Iteration 71Q: 3 clusters Score -762845.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -762851.000000 Penalty: 4606.501465
	Iteration 72Q: 3 clusters Score -762851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -762853.375000 Penalty: 4606.501465
	Iteration 73Q: 3 clusters Score -762853.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -762859.000000 Penalty: 4606.501465
	Iteration 74Q: 3 clusters Score -762859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -762861.187500 Penalty: 4606.501465
	Iteration 75Q: 3 clusters Score -762861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -762861.750000 Penalty: 4606.501465
	Iteration 76Q: 3 clusters Score -762861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -762864.187500 Penalty: 4606.501465
	Iteration 77Q: 3 clusters Score -762864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -762863.062500 Penalty: 4606.501465
	Iteration 78Q: 3 clusters Score -762863.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -762866.500000 Penalty: 4606.501465
	Iteration 79Q: 3 clusters Score -762866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -762866.625000 Penalty: 4606.501465
	Iteration 80F: 3 clusters Score -762866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -762868.500000 Penalty: 4606.501465
	Iteration 81Q: 3 clusters Score -762868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -762868.562500 Penalty: 4606.501465
	Iteration 82Q: 3 clusters Score -762868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -762869.500000 Penalty: 4606.501465
	Iteration 83Q: 3 clusters Score -762869.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -762871.375000 Penalty: 4606.501465
	Iteration 84Q: 3 clusters Score -762871.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -762874.000000 Penalty: 4606.501465
	Iteration 85Q: 3 clusters Score -762874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -762874.687500 Penalty: 4606.501465
	Iteration 86Q: 3 clusters Score -762874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -762876.750000 Penalty: 4606.501465
	Iteration 87Q: 3 clusters Score -762876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -762876.375000 Penalty: 4606.501465
	Iteration 88Q: 3 clusters Score -762876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -762879.312500 Penalty: 4606.501465
	Iteration 89Q: 3 clusters Score -762879.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -762883.562500 Penalty: 4606.501465
	Iteration 90Q: 3 clusters Score -762883.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -762888.062500 Penalty: 4606.501465
	Iteration 91Q: 3 clusters Score -762888.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -762891.500000 Penalty: 4606.501465
	Iteration 92Q: 3 clusters Score -762891.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -762897.062500 Penalty: 4606.501465
	Iteration 93Q: 3 clusters Score -762897.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -762899.625000 Penalty: 4606.501465
	Iteration 94Q: 3 clusters Score -762899.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -762904.875000 Penalty: 4606.501465
	Iteration 95Q: 3 clusters Score -762904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -762904.812500 Penalty: 4606.501465
	Iteration 96Q: 3 clusters Score -762904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -762908.562500 Penalty: 4606.501465
	Iteration 97Q: 3 clusters Score -762908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -762907.312500 Penalty: 4606.501465
	Iteration 98Q: 3 clusters Score -762907.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -762911.937500 Penalty: 4606.501465
	Iteration 99Q: 3 clusters Score -762911.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -762916.437500 Penalty: 4606.501465
	Iteration 100F: 3 clusters Score -762916.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -762917.125000 Penalty: 4606.501465
	Iteration 101Q: 3 clusters Score -762917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -762920.750000 Penalty: 4606.501465
	Iteration 102Q: 3 clusters Score -762920.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -762926.312500 Penalty: 4606.501465
	Iteration 103Q: 3 clusters Score -762926.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -762927.937500 Penalty: 4606.501465
	Iteration 104Q: 3 clusters Score -762927.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -762935.250000 Penalty: 4606.501465
	Iteration 105Q: 3 clusters Score -762935.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -762937.437500 Penalty: 4606.501465
	Iteration 106Q: 3 clusters Score -762937.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -762944.375000 Penalty: 4606.501465
	Iteration 107Q: 3 clusters Score -762944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -762947.125000 Penalty: 4606.501465
	Iteration 108Q: 3 clusters Score -762947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -762948.812500 Penalty: 4606.501465
	Iteration 109Q: 3 clusters Score -762948.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -762950.062500 Penalty: 4606.501465
	Iteration 110Q: 3 clusters Score -762950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -762952.250000 Penalty: 4606.501465
	Iteration 111Q: 3 clusters Score -762952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -762953.812500 Penalty: 4606.501465
	Iteration 112Q: 3 clusters Score -762953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -762951.500000 Penalty: 4606.501465
	Iteration 113Q: 3 clusters Score -762951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -762951.250000 Penalty: 4606.501465
	Iteration 114Q: 3 clusters Score -762951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -762951.937500 Penalty: 4606.501465
	Iteration 115Q: 3 clusters Score -762951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -762953.812500 Penalty: 4606.501465
	Iteration 116Q: 3 clusters Score -762953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -762954.187500 Penalty: 4606.501465
	Iteration 117Q: 3 clusters Score -762954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -762955.687500 Penalty: 4606.501465
	Iteration 118Q: 3 clusters Score -762955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -762957.125000 Penalty: 4606.501465
	Iteration 119Q: 3 clusters Score -762957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -762956.500000 Penalty: 4606.501465
	Iteration 120F: 3 clusters Score -762956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -349871.781250 Penalty: 2103.633789
	Iteration 0F: 2 clusters Score -349871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -345513.218750 Penalty: 4207.267578
	Iteration 0F: 3 clusters Score -345513.2 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -347008.250000 Penalty: 4207.267578
	Iteration 1F: 3 clusters Score -347008.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -347851.218750 Penalty: 4207.267578
	Iteration 2F: 3 clusters Score -347851.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -348321.156250 Penalty: 4207.267578
	Iteration 3F: 3 clusters Score -348321.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -348674.093750 Penalty: 4207.267578
	Iteration 4F: 3 clusters Score -348674.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -348998.156250 Penalty: 4207.267578
	Iteration 5F: 3 clusters Score -348998.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -349266.437500 Penalty: 4207.267578
	Iteration 6Q: 3 clusters Score -349266.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -349481.125000 Penalty: 4207.267578
	Iteration 7Q: 3 clusters Score -349481.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -349657.000000 Penalty: 4207.267578
	Iteration 8Q: 3 clusters Score -349657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -349874.000000 Penalty: 4207.267578
	Iteration 9Q: 3 clusters Score -349874 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -350102.000000 Penalty: 4207.267578
	Iteration 10Q: 3 clusters Score -350102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -350242.968750 Penalty: 4207.267578
	Iteration 11Q: 3 clusters Score -350243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -350385.062500 Penalty: 4207.267578
	Iteration 12Q: 3 clusters Score -350385.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -350503.843750 Penalty: 4207.267578
	Iteration 13Q: 3 clusters Score -350503.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -350611.875000 Penalty: 4207.267578
	Iteration 14Q: 3 clusters Score -350611.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -350680.906250 Penalty: 4207.267578
	Iteration 15Q: 3 clusters Score -350680.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -350705.468750 Penalty: 4207.267578
	Iteration 16Q: 3 clusters Score -350705.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -350720.156250 Penalty: 4207.267578
	Iteration 17Q: 3 clusters Score -350720.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -350736.375000 Penalty: 4207.267578
	Iteration 18Q: 3 clusters Score -350736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -350743.750000 Penalty: 4207.267578
	Iteration 19Q: 3 clusters Score -350743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -350745.656250 Penalty: 4207.267578
	Iteration 20F: 3 clusters Score -350745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -350747.281250 Penalty: 4207.267578
	Iteration 21Q: 3 clusters Score -350747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -350750.531250 Penalty: 4207.267578
	Iteration 22Q: 3 clusters Score -350750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -350751.125000 Penalty: 4207.267578
	Iteration 23Q: 3 clusters Score -350751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -350751.125000 Penalty: 4207.267578
	Iteration 24F: 3 clusters Score -350751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 658 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Mstep: Class 52 contains 4171 members 
Entering Unmasked Estep 
Score: -51170976.000000 Penalty: 172761.734375
Splitting cluster 35 changes total score from -51171152.000000 to -51170976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (59198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Entering Unmasked Estep 
Score: -4746221.500000 Penalty: 2725.183350
	Iteration 0F: 2 clusters Score -4746222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -4706526.000000 Penalty: 5450.366699
	Iteration 0F: 3 clusters Score -4706526 nChanged 27599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4722100.000000 Penalty: 5450.366699
	Iteration 1F: 3 clusters Score -4722100 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4722829.500000 Penalty: 5450.366699
	Iteration 2Q: 3 clusters Score -4722830 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4723593.000000 Penalty: 5450.366699
	Iteration 3Q: 3 clusters Score -4723593 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4724452.000000 Penalty: 5450.366699
	Iteration 4Q: 3 clusters Score -4724452 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4725556.000000 Penalty: 5450.366699
	Iteration 5Q: 3 clusters Score -4725556 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4727121.000000 Penalty: 5450.366699
	Iteration 6F: 3 clusters Score -4727121 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -4729298.500000 Penalty: 5450.366699
	Iteration 7F: 3 clusters Score -4729298 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -4732189.500000 Penalty: 5450.366699
	Iteration 8F: 3 clusters Score -4732190 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -4735379.000000 Penalty: 5450.366699
	Iteration 9F: 3 clusters Score -4735379 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -4738257.000000 Penalty: 5450.366699
	Iteration 10F: 3 clusters Score -4738257 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -4740308.500000 Penalty: 5450.366699
	Iteration 11Q: 3 clusters Score -4740308 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -4741578.000000 Penalty: 5450.366699
	Iteration 12Q: 3 clusters Score -4741578 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -4742299.000000 Penalty: 5450.366699
	Iteration 13Q: 3 clusters Score -4742299 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -4742747.000000 Penalty: 5450.366699
	Iteration 14Q: 3 clusters Score -4742747 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -4743053.500000 Penalty: 5450.366699
	Iteration 15Q: 3 clusters Score -4743054 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -4743302.500000 Penalty: 5450.366699
	Iteration 16Q: 3 clusters Score -4743302 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -4743494.500000 Penalty: 5450.366699
	Iteration 17Q: 3 clusters Score -4743494 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -4743638.500000 Penalty: 5450.366699
	Iteration 18Q: 3 clusters Score -4743638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -4743758.000000 Penalty: 5450.366699
	Iteration 19Q: 3 clusters Score -4743758 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -4743831.000000 Penalty: 5450.366699
	Iteration 20F: 3 clusters Score -4743831 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -4743888.500000 Penalty: 5450.366699
	Iteration 21Q: 3 clusters Score -4743888 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -4743962.500000 Penalty: 5450.366699
	Iteration 22Q: 3 clusters Score -4743962 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -4744012.500000 Penalty: 5450.366699
	Iteration 23Q: 3 clusters Score -4744012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -4744052.500000 Penalty: 5450.366699
	Iteration 24Q: 3 clusters Score -4744052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -4744070.500000 Penalty: 5450.366699
	Iteration 25Q: 3 clusters Score -4744070 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -4744104.000000 Penalty: 5450.366699
	Iteration 26Q: 3 clusters Score -4744104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -4744117.500000 Penalty: 5450.366699
	Iteration 27Q: 3 clusters Score -4744118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -4744138.000000 Penalty: 5450.366699
	Iteration 28Q: 3 clusters Score -4744138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -4744172.000000 Penalty: 5450.366699
	Iteration 29Q: 3 clusters Score -4744172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -4744202.500000 Penalty: 5450.366699
	Iteration 30Q: 3 clusters Score -4744202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -4744230.000000 Penalty: 5450.366699
	Iteration 31Q: 3 clusters Score -4744230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 56822 members 
Entering Unmasked Estep 
Score: -4744239.000000 Penalty: 5450.366699
	Iteration 32Q: 3 clusters Score -4744239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -4744259.000000 Penalty: 5450.366699
	Iteration 33Q: 3 clusters Score -4744259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -4744264.000000 Penalty: 5450.366699
	Iteration 34Q: 3 clusters Score -4744264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -4744274.500000 Penalty: 5450.366699
	Iteration 35Q: 3 clusters Score -4744274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -4744282.000000 Penalty: 5450.366699
	Iteration 36Q: 3 clusters Score -4744282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -4744292.000000 Penalty: 5450.366699
	Iteration 37Q: 3 clusters Score -4744292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -4744294.000000 Penalty: 5450.366699
	Iteration 38Q: 3 clusters Score -4744294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -4744302.500000 Penalty: 5450.366699
	Iteration 39Q: 3 clusters Score -4744302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -4744314.000000 Penalty: 5450.366699
	Iteration 40F: 3 clusters Score -4744314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -4744314.000000 Penalty: 5450.366699
	Iteration 41Q: 3 clusters Score -4744314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -4744321.000000 Penalty: 5450.366699
	Iteration 42Q: 3 clusters Score -4744321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -4744331.000000 Penalty: 5450.366699
	Iteration 43Q: 3 clusters Score -4744331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -4744333.500000 Penalty: 5450.366699
	Iteration 44Q: 3 clusters Score -4744334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -4744342.000000 Penalty: 5450.366699
	Iteration 45Q: 3 clusters Score -4744342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -4744359.000000 Penalty: 5450.366699
	Iteration 46Q: 3 clusters Score -4744359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -4744364.000000 Penalty: 5450.366699
	Iteration 47Q: 3 clusters Score -4744364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -4744365.000000 Penalty: 5450.366699
	Iteration 48Q: 3 clusters Score -4744365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -4744372.000000 Penalty: 5450.366699
	Iteration 49Q: 3 clusters Score -4744372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -4744374.000000 Penalty: 5450.366699
	Iteration 50Q: 3 clusters Score -4744374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -4744375.000000 Penalty: 5450.366699
	Iteration 51Q: 3 clusters Score -4744375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -4744380.000000 Penalty: 5450.366699
	Iteration 52Q: 3 clusters Score -4744380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -4744383.500000 Penalty: 5450.366699
	Iteration 53Q: 3 clusters Score -4744384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -4744398.500000 Penalty: 5450.366699
	Iteration 54Q: 3 clusters Score -4744398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -4744400.000000 Penalty: 5450.366699
	Iteration 55Q: 3 clusters Score -4744400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 57374 members 
Entering Unmasked Estep 
Score: -4744401.500000 Penalty: 5450.366699
	Iteration 56Q: 3 clusters Score -4744402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -4744409.000000 Penalty: 5450.366699
	Iteration 57Q: 3 clusters Score -4744409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -4744404.000000 Penalty: 5450.366699
	Iteration 58Q: 3 clusters Score -4744404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -4744404.000000 Penalty: 5450.366699
	Iteration 59Q: 3 clusters Score -4744404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -4744414.000000 Penalty: 5450.366699
	Iteration 60F: 3 clusters Score -4744414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -4744411.500000 Penalty: 5450.366699
	Iteration 61Q: 3 clusters Score -4744412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -4744410.000000 Penalty: 5450.366699
	Iteration 62Q: 3 clusters Score -4744410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -4744409.000000 Penalty: 5450.366699
	Iteration 63Q: 3 clusters Score -4744409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -4744413.000000 Penalty: 5450.366699
	Iteration 64Q: 3 clusters Score -4744413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -4744421.500000 Penalty: 5450.366699
	Iteration 65Q: 3 clusters Score -4744422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -4744423.500000 Penalty: 5450.366699
	Iteration 66Q: 3 clusters Score -4744424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -4744424.500000 Penalty: 5450.366699
	Iteration 67Q: 3 clusters Score -4744424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -4744424.000000 Penalty: 5450.366699
	Iteration 68Q: 3 clusters Score -4744424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -4744421.500000 Penalty: 5450.366699
	Iteration 69Q: 3 clusters Score -4744422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -4744429.000000 Penalty: 5450.366699
	Iteration 70Q: 3 clusters Score -4744429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -4744433.000000 Penalty: 5450.366699
	Iteration 71Q: 3 clusters Score -4744433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -4744428.000000 Penalty: 5450.366699
	Iteration 72Q: 3 clusters Score -4744428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -4744433.500000 Penalty: 5450.366699
	Iteration 73Q: 3 clusters Score -4744434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -4744441.000000 Penalty: 5450.366699
	Iteration 74Q: 3 clusters Score -4744441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -4744445.500000 Penalty: 5450.366699
	Iteration 75Q: 3 clusters Score -4744446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -4744446.500000 Penalty: 5450.366699
	Iteration 76Q: 3 clusters Score -4744446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -4744462.500000 Penalty: 5450.366699
	Iteration 77Q: 3 clusters Score -4744462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -4744479.000000 Penalty: 5450.366699
	Iteration 78Q: 3 clusters Score -4744479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -4744530.500000 Penalty: 5450.366699
	Iteration 79Q: 3 clusters Score -4744530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -4744582.500000 Penalty: 5450.366699
	Iteration 80F: 3 clusters Score -4744582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -4744649.000000 Penalty: 5450.366699
	Iteration 81Q: 3 clusters Score -4744649 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -4744708.000000 Penalty: 5450.366699
	Iteration 82Q: 3 clusters Score -4744708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -4744740.000000 Penalty: 5450.366699
	Iteration 83Q: 3 clusters Score -4744740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -4744758.500000 Penalty: 5450.366699
	Iteration 84Q: 3 clusters Score -4744758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -4744772.000000 Penalty: 5450.366699
	Iteration 85Q: 3 clusters Score -4744772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -4744782.000000 Penalty: 5450.366699
	Iteration 86Q: 3 clusters Score -4744782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -4744789.000000 Penalty: 5450.366699
	Iteration 87Q: 3 clusters Score -4744789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -4744795.500000 Penalty: 5450.366699
	Iteration 88Q: 3 clusters Score -4744796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -4744797.500000 Penalty: 5450.366699
	Iteration 89Q: 3 clusters Score -4744798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -4744800.000000 Penalty: 5450.366699
	Iteration 90Q: 3 clusters Score -4744800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -4744799.000000 Penalty: 5450.366699
	Iteration 91Q: 3 clusters Score -4744799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -4744801.500000 Penalty: 5450.366699
	Iteration 92Q: 3 clusters Score -4744802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -4744804.500000 Penalty: 5450.366699
	Iteration 93Q: 3 clusters Score -4744804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -4744802.000000 Penalty: 5450.366699
	Iteration 94Q: 3 clusters Score -4744802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -4744808.000000 Penalty: 5450.366699
	Iteration 95Q: 3 clusters Score -4744808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -4744806.500000 Penalty: 5450.366699
	Iteration 96Q: 3 clusters Score -4744806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -4744810.500000 Penalty: 5450.366699
	Iteration 97Q: 3 clusters Score -4744810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -4744811.000000 Penalty: 5450.366699
	Iteration 98Q: 3 clusters Score -4744811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -4744807.000000 Penalty: 5450.366699
	Iteration 99Q: 3 clusters Score -4744807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -4744808.500000 Penalty: 5450.366699
	Iteration 100F: 3 clusters Score -4744808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Entering Unmasked Estep 
Score: -4684287.500000 Penalty: 2717.326660
	Iteration 0F: 2 clusters Score -4684288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4645989.000000 Penalty: 5434.653320
	Iteration 0F: 3 clusters Score -4645989 nChanged 26632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -4660909.500000 Penalty: 5434.653320
	Iteration 1F: 3 clusters Score -4660910 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4661573.500000 Penalty: 5434.653320
	Iteration 2Q: 3 clusters Score -4661574 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4662279.000000 Penalty: 5434.653320
	Iteration 3Q: 3 clusters Score -4662279 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4663193.500000 Penalty: 5434.653320
	Iteration 4Q: 3 clusters Score -4663194 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -4664395.500000 Penalty: 5434.653320
	Iteration 5Q: 3 clusters Score -4664396 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4666062.500000 Penalty: 5434.653320
	Iteration 6F: 3 clusters Score -4666062 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4668199.000000 Penalty: 5434.653320
	Iteration 7F: 3 clusters Score -4668199 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -4670754.000000 Penalty: 5434.653320
	Iteration 8F: 3 clusters Score -4670754 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -4673277.000000 Penalty: 5434.653320
	Iteration 9F: 3 clusters Score -4673277 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -4675427.500000 Penalty: 5434.653320
	Iteration 10F: 3 clusters Score -4675428 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -4677179.000000 Penalty: 5434.653320
	Iteration 11Q: 3 clusters Score -4677179 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -4678655.000000 Penalty: 5434.653320
	Iteration 12Q: 3 clusters Score -4678655 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -4679864.500000 Penalty: 5434.653320
	Iteration 13Q: 3 clusters Score -4679864 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -4680631.500000 Penalty: 5434.653320
	Iteration 14Q: 3 clusters Score -4680632 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -4681111.500000 Penalty: 5434.653320
	Iteration 15Q: 3 clusters Score -4681112 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -4681411.500000 Penalty: 5434.653320
	Iteration 16Q: 3 clusters Score -4681412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -4681549.500000 Penalty: 5434.653320
	Iteration 17Q: 3 clusters Score -4681550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -4681634.500000 Penalty: 5434.653320
	Iteration 18Q: 3 clusters Score -4681634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -4681698.000000 Penalty: 5434.653320
	Iteration 19Q: 3 clusters Score -4681698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -4681742.000000 Penalty: 5434.653320
	Iteration 20F: 3 clusters Score -4681742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -4681786.500000 Penalty: 5434.653320
	Iteration 21Q: 3 clusters Score -4681786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -4681819.500000 Penalty: 5434.653320
	Iteration 22Q: 3 clusters Score -4681820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -4681842.500000 Penalty: 5434.653320
	Iteration 23Q: 3 clusters Score -4681842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -4681852.000000 Penalty: 5434.653320
	Iteration 24Q: 3 clusters Score -4681852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -4681873.000000 Penalty: 5434.653320
	Iteration 25Q: 3 clusters Score -4681873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -4681883.000000 Penalty: 5434.653320
	Iteration 26Q: 3 clusters Score -4681883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -4681891.000000 Penalty: 5434.653320
	Iteration 27Q: 3 clusters Score -4681891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4681894.000000 Penalty: 5434.653320
	Iteration 28Q: 3 clusters Score -4681894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4681897.500000 Penalty: 5434.653320
	Iteration 29Q: 3 clusters Score -4681898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4681897.500000 Penalty: 5434.653320
	Iteration 30F: 3 clusters Score -4681898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -267736.343750 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -267736.3 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 1696 members 
Entering Unmasked Estep 
Score: -264209.906250 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -264209.9 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -264968.843750 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -264968.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -265197.218750 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -265197.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -265345.187500 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -265345.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -265465.343750 Penalty: 4037.017822
	Iteration 4Q: 3 clusters Score -265465.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -265596.906250 Penalty: 4037.017822
	Iteration 5Q: 3 clusters Score -265596.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -265730.187500 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -265730.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -265854.343750 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -265854.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -266009.968750 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -266010 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -266178.500000 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -266178.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -266346.250000 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -266346.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -266503.468750 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -266503.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -266647.718750 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -266647.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -266767.968750 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -266768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -266843.593750 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -266843.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -266896.000000 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -266896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -266930.125000 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -266930.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266939.687500 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -266939.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266946.531250 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -266946.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -266952.625000 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -266952.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -266956.656250 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -266956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -266958.375000 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -266958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -266958.437500 Penalty: 4037.017822
	Iteration 22Q: 3 clusters Score -266958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -266958.437500 Penalty: 4037.017822
	Iteration 23F: 3 clusters Score -266958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Entering Unmasked Estep 
Score: -1400414.125000 Penalty: 2415.438965
	Iteration 0F: 2 clusters Score -1400414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1388236.000000 Penalty: 4830.877930
	Iteration 0F: 3 clusters Score -1388236 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1392268.375000 Penalty: 4830.877930
	Iteration 1F: 3 clusters Score -1392268 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1392631.000000 Penalty: 4830.877930
	Iteration 2F: 3 clusters Score -1392631 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1392925.625000 Penalty: 4830.877930
	Iteration 3Q: 3 clusters Score -1392926 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1393167.500000 Penalty: 4830.877930
	Iteration 4Q: 3 clusters Score -1393168 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1393414.375000 Penalty: 4830.877930
	Iteration 5Q: 3 clusters Score -1393414 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1393633.250000 Penalty: 4830.877930
	Iteration 6Q: 3 clusters Score -1393633 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1393833.500000 Penalty: 4830.877930
	Iteration 7Q: 3 clusters Score -1393834 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1394062.125000 Penalty: 4830.877930
	Iteration 8Q: 3 clusters Score -1394062 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1394336.375000 Penalty: 4830.877930
	Iteration 9Q: 3 clusters Score -1394336 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1394635.500000 Penalty: 4830.877930
	Iteration 10Q: 3 clusters Score -1394636 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1394970.625000 Penalty: 4830.877930
	Iteration 11Q: 3 clusters Score -1394971 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1395311.750000 Penalty: 4830.877930
	Iteration 12Q: 3 clusters Score -1395312 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1395620.125000 Penalty: 4830.877930
	Iteration 13Q: 3 clusters Score -1395620 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1395965.125000 Penalty: 4830.877930
	Iteration 14Q: 3 clusters Score -1395965 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1396325.125000 Penalty: 4830.877930
	Iteration 15Q: 3 clusters Score -1396325 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1396606.375000 Penalty: 4830.877930
	Iteration 16Q: 3 clusters Score -1396606 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1396897.125000 Penalty: 4830.877930
	Iteration 17Q: 3 clusters Score -1396897 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1397162.250000 Penalty: 4830.877930
	Iteration 18Q: 3 clusters Score -1397162 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1397391.500000 Penalty: 4830.877930
	Iteration 19Q: 3 clusters Score -1397392 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1397616.125000 Penalty: 4830.877930
	Iteration 20F: 3 clusters Score -1397616 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1397830.625000 Penalty: 4830.877930
	Iteration 21Q: 3 clusters Score -1397831 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1397999.000000 Penalty: 4830.877930
	Iteration 22Q: 3 clusters Score -1397999 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1398118.250000 Penalty: 4830.877930
	Iteration 23Q: 3 clusters Score -1398118 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1398212.875000 Penalty: 4830.877930
	Iteration 24Q: 3 clusters Score -1398213 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1398280.000000 Penalty: 4830.877930
	Iteration 25Q: 3 clusters Score -1398280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1398328.875000 Penalty: 4830.877930
	Iteration 26Q: 3 clusters Score -1398329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1398357.375000 Penalty: 4830.877930
	Iteration 27Q: 3 clusters Score -1398357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1398388.125000 Penalty: 4830.877930
	Iteration 28Q: 3 clusters Score -1398388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1398419.375000 Penalty: 4830.877930
	Iteration 29Q: 3 clusters Score -1398419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1398433.125000 Penalty: 4830.877930
	Iteration 30Q: 3 clusters Score -1398433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1398454.875000 Penalty: 4830.877930
	Iteration 31Q: 3 clusters Score -1398455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1398462.750000 Penalty: 4830.877930
	Iteration 32Q: 3 clusters Score -1398463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1398469.500000 Penalty: 4830.877930
	Iteration 33Q: 3 clusters Score -1398470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1398476.750000 Penalty: 4830.877930
	Iteration 34Q: 3 clusters Score -1398477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1398481.375000 Penalty: 4830.877930
	Iteration 35Q: 3 clusters Score -1398481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1398483.750000 Penalty: 4830.877930
	Iteration 36Q: 3 clusters Score -1398484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1398492.375000 Penalty: 4830.877930
	Iteration 37Q: 3 clusters Score -1398492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1398495.625000 Penalty: 4830.877930
	Iteration 38Q: 3 clusters Score -1398496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1398501.500000 Penalty: 4830.877930
	Iteration 39Q: 3 clusters Score -1398502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1398504.750000 Penalty: 4830.877930
	Iteration 40F: 3 clusters Score -1398505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1398504.500000 Penalty: 4830.877930
	Iteration 41Q: 3 clusters Score -1398504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1398510.125000 Penalty: 4830.877930
	Iteration 42Q: 3 clusters Score -1398510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1398509.250000 Penalty: 4830.877930
	Iteration 43Q: 3 clusters Score -1398509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1398510.500000 Penalty: 4830.877930
	Iteration 44Q: 3 clusters Score -1398510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1398511.750000 Penalty: 4830.877930
	Iteration 45Q: 3 clusters Score -1398512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1398512.375000 Penalty: 4830.877930
	Iteration 46Q: 3 clusters Score -1398512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1398516.250000 Penalty: 4830.877930
	Iteration 47Q: 3 clusters Score -1398516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1398517.750000 Penalty: 4830.877930
	Iteration 48Q: 3 clusters Score -1398518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1398517.500000 Penalty: 4830.877930
	Iteration 49Q: 3 clusters Score -1398518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1398521.625000 Penalty: 4830.877930
	Iteration 50Q: 3 clusters Score -1398522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1398522.875000 Penalty: 4830.877930
	Iteration 51Q: 3 clusters Score -1398523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1398526.000000 Penalty: 4830.877930
	Iteration 52Q: 3 clusters Score -1398526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1398528.375000 Penalty: 4830.877930
	Iteration 53Q: 3 clusters Score -1398528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1398532.375000 Penalty: 4830.877930
	Iteration 54Q: 3 clusters Score -1398532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1398535.375000 Penalty: 4830.877930
	Iteration 55Q: 3 clusters Score -1398535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1398537.625000 Penalty: 4830.877930
	Iteration 56Q: 3 clusters Score -1398538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1398538.625000 Penalty: 4830.877930
	Iteration 57Q: 3 clusters Score -1398539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1398537.625000 Penalty: 4830.877930
	Iteration 58Q: 3 clusters Score -1398538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1398539.625000 Penalty: 4830.877930
	Iteration 59Q: 3 clusters Score -1398540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1398539.375000 Penalty: 4830.877930
	Iteration 60F: 3 clusters Score -1398539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1398544.375000 Penalty: 4830.877930
	Iteration 61Q: 3 clusters Score -1398544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1398544.000000 Penalty: 4830.877930
	Iteration 62Q: 3 clusters Score -1398544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1398545.125000 Penalty: 4830.877930
	Iteration 63Q: 3 clusters Score -1398545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1398546.000000 Penalty: 4830.877930
	Iteration 64Q: 3 clusters Score -1398546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1398548.000000 Penalty: 4830.877930
	Iteration 65Q: 3 clusters Score -1398548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1398548.125000 Penalty: 4830.877930
	Iteration 66Q: 3 clusters Score -1398548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1398548.125000 Penalty: 4830.877930
	Iteration 67F: 3 clusters Score -1398548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -227716.640625 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -227716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -224250.750000 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -224250.8 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -225240.093750 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -225240.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -225760.171875 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -225760.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -226230.593750 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -226230.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -226681.453125 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -226681.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226999.921875 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -226999.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -227203.203125 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -227203.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -227351.109375 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -227351.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -227471.171875 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -227471.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -227535.359375 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -227535.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -227569.343750 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -227569.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -227590.671875 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -227590.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -227605.343750 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -227605.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -227614.968750 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -227615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -227621.562500 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -227621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -227626.406250 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -227626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -227633.703125 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -227633.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -227644.906250 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -227644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -227659.671875 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -227659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -227672.250000 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -227672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -227686.968750 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -227687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -227699.218750 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -227699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -227718.281250 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -227718.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -227730.437500 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -227730.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -227739.078125 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -227739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -227753.500000 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -227753.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -227768.234375 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -227768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -227780.078125 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -227780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -227793.734375 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -227793.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227801.000000 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -227801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -227802.828125 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -227802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227803.140625 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -227803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -227803.140625 Penalty: 4028.106934
	Iteration 32F: 3 clusters Score -227803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 2243 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Mstep: Class 52 contains 1122 members 
Entering Unmasked Estep 
Score: -51169956.000000 Penalty: 172761.734375
Splitting cluster 40 changes total score from -51171152.000000 to -51169956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -129618.554688 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -129618.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -127234.156250 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -127234.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -127613.804688 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -127613.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -127741.523438 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -127741.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -127832.726562 Penalty: 3663.689453
	Iteration 3Q: 3 clusters Score -127832.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -127893.054688 Penalty: 3663.689453
	Iteration 4Q: 3 clusters Score -127893.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -127938.726562 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -127938.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -127965.523438 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -127965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -127987.375000 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -127987.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128006.960938 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -128007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128021.250000 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -128021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -128028.187500 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -128028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128037.914062 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -128037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -128044.562500 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -128044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128046.078125 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -128046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -128049.117188 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -128049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128051.804688 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -128051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128053.765625 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -128053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128054.359375 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -128054.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128054.359375 Penalty: 3663.689453
	Iteration 18F: 3 clusters Score -128054.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -206334.609375 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -206334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -203276.250000 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -203276.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -203987.156250 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -203987.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -204306.937500 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -204306.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -204536.046875 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -204536 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -204751.093750 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -204751.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -204941.062500 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -204941.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -205060.859375 Penalty: 3921.099121
	Iteration 6Q: 3 clusters Score -205060.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -205127.843750 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -205127.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205157.421875 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -205157.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -205176.890625 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -205176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -205186.609375 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -205186.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -205201.390625 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -205201.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -205220.546875 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -205220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -205235.453125 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -205235.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -205243.468750 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -205243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205246.953125 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -205247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -205248.359375 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -205248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -205249.328125 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -205249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -205252.390625 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -205252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -205253.718750 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -205253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -205255.984375 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -205256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -205259.578125 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -205259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -205263.609375 Penalty: 3921.099121
	Iteration 22Q: 3 clusters Score -205263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -205266.078125 Penalty: 3921.099121
	Iteration 23Q: 3 clusters Score -205266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -205268.281250 Penalty: 3921.099121
	Iteration 24Q: 3 clusters Score -205268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -205269.312500 Penalty: 3921.099121
	Iteration 25Q: 3 clusters Score -205269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -205269.312500 Penalty: 3921.099121
	Iteration 26F: 3 clusters Score -205269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -82816.898438 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -82816.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80786.781250 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -80786.78 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81058.406250 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -81058.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81202.046875 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -81202.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81310.726562 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -81310.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -81392.101562 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -81392.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81444.015625 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -81444.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81474.515625 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -81474.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81495.437500 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -81495.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81512.484375 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -81512.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -81547.000000 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -81547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81580.382812 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -81580.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -81605.054688 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -81605.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -81631.437500 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -81631.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -81675.945312 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -81675.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81744.296875 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -81744.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81862.046875 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -81862.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81971.359375 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -81971.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82097.460938 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -82097.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82211.750000 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -82211.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82306.945312 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -82306.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82373.460938 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -82373.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82403.234375 Penalty: 3468.990967
	Iteration 21Q: 3 clusters Score -82403.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82424.085938 Penalty: 3468.990967
	Iteration 22Q: 3 clusters Score -82424.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -82436.445312 Penalty: 3468.990967
	Iteration 23Q: 3 clusters Score -82436.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82443.851562 Penalty: 3468.990967
	Iteration 24Q: 3 clusters Score -82443.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82451.187500 Penalty: 3468.990967
	Iteration 25Q: 3 clusters Score -82451.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -82455.609375 Penalty: 3468.990967
	Iteration 26Q: 3 clusters Score -82455.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82458.343750 Penalty: 3468.990967
	Iteration 27Q: 3 clusters Score -82458.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82461.226562 Penalty: 3468.990967
	Iteration 28Q: 3 clusters Score -82461.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82461.226562 Penalty: 3468.990967
	Iteration 29F: 3 clusters Score -82461.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Entering Unmasked Estep 
Score: -1878269.625000 Penalty: 2474.553467
	Iteration 0F: 2 clusters Score -1878270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1863214.500000 Penalty: 4949.106934
	Iteration 0F: 3 clusters Score -1863214 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1868240.500000 Penalty: 4949.106934
	Iteration 1F: 3 clusters Score -1868240 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1868642.250000 Penalty: 4949.106934
	Iteration 2F: 3 clusters Score -1868642 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1869053.375000 Penalty: 4949.106934
	Iteration 3Q: 3 clusters Score -1869053 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1869561.125000 Penalty: 4949.106934
	Iteration 4Q: 3 clusters Score -1869561 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1870149.750000 Penalty: 4949.106934
	Iteration 5Q: 3 clusters Score -1870150 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1870886.500000 Penalty: 4949.106934
	Iteration 6F: 3 clusters Score -1870886 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1871799.125000 Penalty: 4949.106934
	Iteration 7F: 3 clusters Score -1871799 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1872848.875000 Penalty: 4949.106934
	Iteration 8F: 3 clusters Score -1872849 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1873936.250000 Penalty: 4949.106934
	Iteration 9F: 3 clusters Score -1873936 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1874880.875000 Penalty: 4949.106934
	Iteration 10F: 3 clusters Score -1874881 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1875629.125000 Penalty: 4949.106934
	Iteration 11Q: 3 clusters Score -1875629 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1876221.500000 Penalty: 4949.106934
	Iteration 12Q: 3 clusters Score -1876222 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1876731.875000 Penalty: 4949.106934
	Iteration 13Q: 3 clusters Score -1876732 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1877147.375000 Penalty: 4949.106934
	Iteration 14Q: 3 clusters Score -1877147 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1877425.375000 Penalty: 4949.106934
	Iteration 15Q: 3 clusters Score -1877425 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1877570.375000 Penalty: 4949.106934
	Iteration 16Q: 3 clusters Score -1877570 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1877641.125000 Penalty: 4949.106934
	Iteration 17Q: 3 clusters Score -1877641 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1877692.500000 Penalty: 4949.106934
	Iteration 18Q: 3 clusters Score -1877692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1877722.750000 Penalty: 4949.106934
	Iteration 19Q: 3 clusters Score -1877723 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1877757.875000 Penalty: 4949.106934
	Iteration 20F: 3 clusters Score -1877758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1877778.125000 Penalty: 4949.106934
	Iteration 21Q: 3 clusters Score -1877778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1877795.250000 Penalty: 4949.106934
	Iteration 22Q: 3 clusters Score -1877795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1877803.000000 Penalty: 4949.106934
	Iteration 23Q: 3 clusters Score -1877803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1877811.500000 Penalty: 4949.106934
	Iteration 24Q: 3 clusters Score -1877812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1877816.500000 Penalty: 4949.106934
	Iteration 25Q: 3 clusters Score -1877816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1877827.125000 Penalty: 4949.106934
	Iteration 26Q: 3 clusters Score -1877827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1877835.500000 Penalty: 4949.106934
	Iteration 27Q: 3 clusters Score -1877836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1877840.875000 Penalty: 4949.106934
	Iteration 28Q: 3 clusters Score -1877841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1877843.375000 Penalty: 4949.106934
	Iteration 29Q: 3 clusters Score -1877843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1877846.625000 Penalty: 4949.106934
	Iteration 30Q: 3 clusters Score -1877847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1877847.875000 Penalty: 4949.106934
	Iteration 31Q: 3 clusters Score -1877848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1877855.000000 Penalty: 4949.106934
	Iteration 32Q: 3 clusters Score -1877855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1877857.875000 Penalty: 4949.106934
	Iteration 33Q: 3 clusters Score -1877858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1877859.250000 Penalty: 4949.106934
	Iteration 34Q: 3 clusters Score -1877859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1877857.875000 Penalty: 4949.106934
	Iteration 35Q: 3 clusters Score -1877858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1877866.000000 Penalty: 4949.106934
	Iteration 36Q: 3 clusters Score -1877866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1877869.250000 Penalty: 4949.106934
	Iteration 37Q: 3 clusters Score -1877869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1877874.625000 Penalty: 4949.106934
	Iteration 38Q: 3 clusters Score -1877875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1877877.500000 Penalty: 4949.106934
	Iteration 39Q: 3 clusters Score -1877878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1877879.375000 Penalty: 4949.106934
	Iteration 40F: 3 clusters Score -1877879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1877893.000000 Penalty: 4949.106934
	Iteration 41Q: 3 clusters Score -1877893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1877898.875000 Penalty: 4949.106934
	Iteration 42Q: 3 clusters Score -1877899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1877906.000000 Penalty: 4949.106934
	Iteration 43Q: 3 clusters Score -1877906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1877906.625000 Penalty: 4949.106934
	Iteration 44Q: 3 clusters Score -1877907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1877913.000000 Penalty: 4949.106934
	Iteration 45Q: 3 clusters Score -1877913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1877911.625000 Penalty: 4949.106934
	Iteration 46Q: 3 clusters Score -1877912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1877915.625000 Penalty: 4949.106934
	Iteration 47Q: 3 clusters Score -1877916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1877918.625000 Penalty: 4949.106934
	Iteration 48Q: 3 clusters Score -1877919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1877919.750000 Penalty: 4949.106934
	Iteration 49Q: 3 clusters Score -1877920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1877920.625000 Penalty: 4949.106934
	Iteration 50Q: 3 clusters Score -1877921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1877921.125000 Penalty: 4949.106934
	Iteration 51Q: 3 clusters Score -1877921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1877920.375000 Penalty: 4949.106934
	Iteration 52Q: 3 clusters Score -1877920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1877925.875000 Penalty: 4949.106934
	Iteration 53Q: 3 clusters Score -1877926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1877923.750000 Penalty: 4949.106934
	Iteration 54Q: 3 clusters Score -1877924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1877926.000000 Penalty: 4949.106934
	Iteration 55Q: 3 clusters Score -1877926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1877926.000000 Penalty: 4949.106934
	Iteration 56F: 3 clusters Score -1877926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Entering Unmasked Estep 
Score: -1708818.875000 Penalty: 2463.190674
	Iteration 0F: 2 clusters Score -1708819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1694363.750000 Penalty: 4926.381348
	Iteration 0F: 3 clusters Score -1694364 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1699652.875000 Penalty: 4926.381348
	Iteration 1F: 3 clusters Score -1699653 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1700595.750000 Penalty: 4926.381348
	Iteration 2F: 3 clusters Score -1700596 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1701879.125000 Penalty: 4926.381348
	Iteration 3F: 3 clusters Score -1701879 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1703364.750000 Penalty: 4926.381348
	Iteration 4F: 3 clusters Score -1703365 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1704814.500000 Penalty: 4926.381348
	Iteration 5F: 3 clusters Score -1704814 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1705910.750000 Penalty: 4926.381348
	Iteration 6F: 3 clusters Score -1705911 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1706626.875000 Penalty: 4926.381348
	Iteration 7F: 3 clusters Score -1706627 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1707071.000000 Penalty: 4926.381348
	Iteration 8Q: 3 clusters Score -1707071 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1707293.625000 Penalty: 4926.381348
	Iteration 9Q: 3 clusters Score -1707294 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1707396.250000 Penalty: 4926.381348
	Iteration 10Q: 3 clusters Score -1707396 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1707462.000000 Penalty: 4926.381348
	Iteration 11Q: 3 clusters Score -1707462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1707495.750000 Penalty: 4926.381348
	Iteration 12Q: 3 clusters Score -1707496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1707525.000000 Penalty: 4926.381348
	Iteration 13Q: 3 clusters Score -1707525 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1707539.750000 Penalty: 4926.381348
	Iteration 14Q: 3 clusters Score -1707540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1707558.750000 Penalty: 4926.381348
	Iteration 15Q: 3 clusters Score -1707559 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1707567.375000 Penalty: 4926.381348
	Iteration 16Q: 3 clusters Score -1707567 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1707585.875000 Penalty: 4926.381348
	Iteration 17Q: 3 clusters Score -1707586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1707599.000000 Penalty: 4926.381348
	Iteration 18Q: 3 clusters Score -1707599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1707607.875000 Penalty: 4926.381348
	Iteration 19Q: 3 clusters Score -1707608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1707616.000000 Penalty: 4926.381348
	Iteration 20F: 3 clusters Score -1707616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1707624.500000 Penalty: 4926.381348
	Iteration 21Q: 3 clusters Score -1707624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1707636.750000 Penalty: 4926.381348
	Iteration 22Q: 3 clusters Score -1707637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1707645.875000 Penalty: 4926.381348
	Iteration 23Q: 3 clusters Score -1707646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1707648.500000 Penalty: 4926.381348
	Iteration 24Q: 3 clusters Score -1707648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1707659.500000 Penalty: 4926.381348
	Iteration 25Q: 3 clusters Score -1707660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1707663.875000 Penalty: 4926.381348
	Iteration 26Q: 3 clusters Score -1707664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1707679.750000 Penalty: 4926.381348
	Iteration 27Q: 3 clusters Score -1707680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1707680.500000 Penalty: 4926.381348
	Iteration 28Q: 3 clusters Score -1707680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1707693.125000 Penalty: 4926.381348
	Iteration 29Q: 3 clusters Score -1707693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1707701.250000 Penalty: 4926.381348
	Iteration 30Q: 3 clusters Score -1707701 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1707720.000000 Penalty: 4926.381348
	Iteration 31Q: 3 clusters Score -1707720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1707733.625000 Penalty: 4926.381348
	Iteration 32Q: 3 clusters Score -1707734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1707756.750000 Penalty: 4926.381348
	Iteration 33Q: 3 clusters Score -1707757 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1707787.625000 Penalty: 4926.381348
	Iteration 34Q: 3 clusters Score -1707788 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1707826.375000 Penalty: 4926.381348
	Iteration 35Q: 3 clusters Score -1707826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1707848.375000 Penalty: 4926.381348
	Iteration 36Q: 3 clusters Score -1707848 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1707886.875000 Penalty: 4926.381348
	Iteration 37Q: 3 clusters Score -1707887 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1707927.000000 Penalty: 4926.381348
	Iteration 38Q: 3 clusters Score -1707927 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1707965.750000 Penalty: 4926.381348
	Iteration 39Q: 3 clusters Score -1707966 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1708011.250000 Penalty: 4926.381348
	Iteration 40F: 3 clusters Score -1708011 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1708055.750000 Penalty: 4926.381348
	Iteration 41Q: 3 clusters Score -1708056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1708094.000000 Penalty: 4926.381348
	Iteration 42Q: 3 clusters Score -1708094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1708136.125000 Penalty: 4926.381348
	Iteration 43Q: 3 clusters Score -1708136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1708159.625000 Penalty: 4926.381348
	Iteration 44Q: 3 clusters Score -1708160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1708190.125000 Penalty: 4926.381348
	Iteration 45Q: 3 clusters Score -1708190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1708218.000000 Penalty: 4926.381348
	Iteration 46Q: 3 clusters Score -1708218 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1708237.125000 Penalty: 4926.381348
	Iteration 47Q: 3 clusters Score -1708237 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1708268.250000 Penalty: 4926.381348
	Iteration 48Q: 3 clusters Score -1708268 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1708284.750000 Penalty: 4926.381348
	Iteration 49Q: 3 clusters Score -1708285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1708302.500000 Penalty: 4926.381348
	Iteration 50Q: 3 clusters Score -1708302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1708326.375000 Penalty: 4926.381348
	Iteration 51Q: 3 clusters Score -1708326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1708363.125000 Penalty: 4926.381348
	Iteration 52Q: 3 clusters Score -1708363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1708387.750000 Penalty: 4926.381348
	Iteration 53Q: 3 clusters Score -1708388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1708401.875000 Penalty: 4926.381348
	Iteration 54Q: 3 clusters Score -1708402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1708416.000000 Penalty: 4926.381348
	Iteration 55Q: 3 clusters Score -1708416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1708428.250000 Penalty: 4926.381348
	Iteration 56Q: 3 clusters Score -1708428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1708442.625000 Penalty: 4926.381348
	Iteration 57Q: 3 clusters Score -1708443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1708447.625000 Penalty: 4926.381348
	Iteration 58Q: 3 clusters Score -1708448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1708459.500000 Penalty: 4926.381348
	Iteration 59Q: 3 clusters Score -1708460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1708459.625000 Penalty: 4926.381348
	Iteration 60F: 3 clusters Score -1708460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1708466.375000 Penalty: 4926.381348
	Iteration 61Q: 3 clusters Score -1708466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1708461.750000 Penalty: 4926.381348
	Iteration 62Q: 3 clusters Score -1708462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1708460.250000 Penalty: 4926.381348
	Iteration 63Q: 3 clusters Score -1708460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1708463.250000 Penalty: 4926.381348
	Iteration 64Q: 3 clusters Score -1708463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1708468.750000 Penalty: 4926.381348
	Iteration 65Q: 3 clusters Score -1708469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1708467.250000 Penalty: 4926.381348
	Iteration 66Q: 3 clusters Score -1708467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1708470.500000 Penalty: 4926.381348
	Iteration 67Q: 3 clusters Score -1708470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1708465.625000 Penalty: 4926.381348
	Iteration 68Q: 3 clusters Score -1708466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1708469.500000 Penalty: 4926.381348
	Iteration 69Q: 3 clusters Score -1708470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1708471.625000 Penalty: 4926.381348
	Iteration 70Q: 3 clusters Score -1708472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1708473.375000 Penalty: 4926.381348
	Iteration 71Q: 3 clusters Score -1708473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1708473.625000 Penalty: 4926.381348
	Iteration 72Q: 3 clusters Score -1708474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1708474.875000 Penalty: 4926.381348
	Iteration 73Q: 3 clusters Score -1708475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1708479.625000 Penalty: 4926.381348
	Iteration 74Q: 3 clusters Score -1708480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1708484.875000 Penalty: 4926.381348
	Iteration 75Q: 3 clusters Score -1708485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1708483.875000 Penalty: 4926.381348
	Iteration 76Q: 3 clusters Score -1708484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1708484.625000 Penalty: 4926.381348
	Iteration 77Q: 3 clusters Score -1708485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1708486.375000 Penalty: 4926.381348
	Iteration 78Q: 3 clusters Score -1708486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1708491.250000 Penalty: 4926.381348
	Iteration 79Q: 3 clusters Score -1708491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1708492.375000 Penalty: 4926.381348
	Iteration 80F: 3 clusters Score -1708492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1708495.875000 Penalty: 4926.381348
	Iteration 81Q: 3 clusters Score -1708496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1708497.500000 Penalty: 4926.381348
	Iteration 82Q: 3 clusters Score -1708498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1708495.625000 Penalty: 4926.381348
	Iteration 83Q: 3 clusters Score -1708496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1708500.875000 Penalty: 4926.381348
	Iteration 84Q: 3 clusters Score -1708501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1708499.250000 Penalty: 4926.381348
	Iteration 85Q: 3 clusters Score -1708499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1708501.375000 Penalty: 4926.381348
	Iteration 86Q: 3 clusters Score -1708501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1708504.625000 Penalty: 4926.381348
	Iteration 87Q: 3 clusters Score -1708505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1708511.625000 Penalty: 4926.381348
	Iteration 88Q: 3 clusters Score -1708512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1708515.250000 Penalty: 4926.381348
	Iteration 89Q: 3 clusters Score -1708515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1708517.000000 Penalty: 4926.381348
	Iteration 90Q: 3 clusters Score -1708517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1708513.750000 Penalty: 4926.381348
	Iteration 91Q: 3 clusters Score -1708514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1708516.750000 Penalty: 4926.381348
	Iteration 92Q: 3 clusters Score -1708517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1708518.000000 Penalty: 4926.381348
	Iteration 93Q: 3 clusters Score -1708518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1708517.625000 Penalty: 4926.381348
	Iteration 94Q: 3 clusters Score -1708518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1708513.500000 Penalty: 4926.381348
	Iteration 95Q: 3 clusters Score -1708514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1708520.375000 Penalty: 4926.381348
	Iteration 96Q: 3 clusters Score -1708520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1708520.125000 Penalty: 4926.381348
	Iteration 97Q: 3 clusters Score -1708520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1708517.250000 Penalty: 4926.381348
	Iteration 98Q: 3 clusters Score -1708517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1708519.625000 Penalty: 4926.381348
	Iteration 99Q: 3 clusters Score -1708520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1708522.500000 Penalty: 4926.381348
	Iteration 100F: 3 clusters Score -1708522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1708522.125000 Penalty: 4926.381348
	Iteration 101Q: 3 clusters Score -1708522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1708522.250000 Penalty: 4926.381348
	Iteration 102Q: 3 clusters Score -1708522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1708522.250000 Penalty: 4926.381348
	Iteration 103Q: 3 clusters Score -1708522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1708521.500000 Penalty: 4926.381348
	Iteration 104Q: 3 clusters Score -1708522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1708521.500000 Penalty: 4926.381348
	Iteration 105F: 3 clusters Score -1708522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -568794.812500 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -568794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -563201.812500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -563201.8 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -564645.000000 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -564645 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -564876.062500 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -564876.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -565021.562500 Penalty: 4379.151367
	Iteration 3Q: 3 clusters Score -565021.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -565128.562500 Penalty: 4379.151367
	Iteration 4Q: 3 clusters Score -565128.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -565229.125000 Penalty: 4379.151367
	Iteration 5Q: 3 clusters Score -565229.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -565330.687500 Penalty: 4379.151367
	Iteration 6Q: 3 clusters Score -565330.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -565413.625000 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -565413.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -565505.062500 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -565505.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -565596.187500 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -565596.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -565672.187500 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -565672.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -565738.687500 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -565738.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -565804.750000 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -565804.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -565864.500000 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -565864.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -565933.937500 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -565933.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -565996.187500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -565996.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -566052.062500 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -566052.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -566102.125000 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -566102.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -566162.187500 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -566162.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -566223.500000 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -566223.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -566269.687500 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -566269.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -566313.250000 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -566313.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -566349.875000 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -566349.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -566391.062500 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -566391.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -566439.562500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -566439.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -566494.687500 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -566494.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -566544.250000 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -566544.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -566576.312500 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -566576.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -566603.562500 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -566603.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -566623.687500 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -566623.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -566642.250000 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -566642.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -566663.375000 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -566663.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -566683.437500 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -566683.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -566699.562500 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -566699.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -566715.312500 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -566715.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -566724.125000 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -566724.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -566732.062500 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -566732.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -566738.562500 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -566738.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -566744.437500 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -566744.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -566748.875000 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -566748.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -566754.125000 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -566754.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -566759.812500 Penalty: 4379.151367
	Iteration 41Q: 3 clusters Score -566759.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -566769.125000 Penalty: 4379.151367
	Iteration 42Q: 3 clusters Score -566769.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -566777.625000 Penalty: 4379.151367
	Iteration 43Q: 3 clusters Score -566777.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -566785.562500 Penalty: 4379.151367
	Iteration 44Q: 3 clusters Score -566785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -566790.312500 Penalty: 4379.151367
	Iteration 45Q: 3 clusters Score -566790.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -566793.562500 Penalty: 4379.151367
	Iteration 46Q: 3 clusters Score -566793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -566796.687500 Penalty: 4379.151367
	Iteration 47Q: 3 clusters Score -566796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -566797.062500 Penalty: 4379.151367
	Iteration 48Q: 3 clusters Score -566797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -566799.562500 Penalty: 4379.151367
	Iteration 49Q: 3 clusters Score -566799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -566804.250000 Penalty: 4379.151367
	Iteration 50Q: 3 clusters Score -566804.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -566806.625000 Penalty: 4379.151367
	Iteration 51Q: 3 clusters Score -566806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -566806.812500 Penalty: 4379.151367
	Iteration 52Q: 3 clusters Score -566806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -566810.000000 Penalty: 4379.151367
	Iteration 53Q: 3 clusters Score -566810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -566811.500000 Penalty: 4379.151367
	Iteration 54Q: 3 clusters Score -566811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -566813.187500 Penalty: 4379.151367
	Iteration 55Q: 3 clusters Score -566813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -566815.062500 Penalty: 4379.151367
	Iteration 56Q: 3 clusters Score -566815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -566816.375000 Penalty: 4379.151367
	Iteration 57Q: 3 clusters Score -566816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -566816.875000 Penalty: 4379.151367
	Iteration 58Q: 3 clusters Score -566816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -566818.125000 Penalty: 4379.151367
	Iteration 59Q: 3 clusters Score -566818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -566818.625000 Penalty: 4379.151367
	Iteration 60F: 3 clusters Score -566818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -566821.000000 Penalty: 4379.151367
	Iteration 61Q: 3 clusters Score -566821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -566822.000000 Penalty: 4379.151367
	Iteration 62Q: 3 clusters Score -566822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -566823.000000 Penalty: 4379.151367
	Iteration 63Q: 3 clusters Score -566823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -566826.625000 Penalty: 4379.151367
	Iteration 64Q: 3 clusters Score -566826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -566828.125000 Penalty: 4379.151367
	Iteration 65Q: 3 clusters Score -566828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -566833.312500 Penalty: 4379.151367
	Iteration 66Q: 3 clusters Score -566833.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -566836.062500 Penalty: 4379.151367
	Iteration 67Q: 3 clusters Score -566836.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -566842.562500 Penalty: 4379.151367
	Iteration 68Q: 3 clusters Score -566842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -566853.250000 Penalty: 4379.151367
	Iteration 69Q: 3 clusters Score -566853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -566862.062500 Penalty: 4379.151367
	Iteration 70Q: 3 clusters Score -566862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -566869.000000 Penalty: 4379.151367
	Iteration 71Q: 3 clusters Score -566869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -566874.750000 Penalty: 4379.151367
	Iteration 72Q: 3 clusters Score -566874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -566878.687500 Penalty: 4379.151367
	Iteration 73Q: 3 clusters Score -566878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -566883.687500 Penalty: 4379.151367
	Iteration 74Q: 3 clusters Score -566883.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -566887.375000 Penalty: 4379.151367
	Iteration 75Q: 3 clusters Score -566887.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -566890.562500 Penalty: 4379.151367
	Iteration 76Q: 3 clusters Score -566890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -566892.625000 Penalty: 4379.151367
	Iteration 77Q: 3 clusters Score -566892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -566893.187500 Penalty: 4379.151367
	Iteration 78Q: 3 clusters Score -566893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -566895.500000 Penalty: 4379.151367
	Iteration 79Q: 3 clusters Score -566895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -566897.187500 Penalty: 4379.151367
	Iteration 80F: 3 clusters Score -566897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -566901.625000 Penalty: 4379.151367
	Iteration 81Q: 3 clusters Score -566901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -566904.875000 Penalty: 4379.151367
	Iteration 82Q: 3 clusters Score -566904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -566906.375000 Penalty: 4379.151367
	Iteration 83Q: 3 clusters Score -566906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -566907.875000 Penalty: 4379.151367
	Iteration 84Q: 3 clusters Score -566907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -566908.687500 Penalty: 4379.151367
	Iteration 85Q: 3 clusters Score -566908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -566910.812500 Penalty: 4379.151367
	Iteration 86Q: 3 clusters Score -566910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -566910.812500 Penalty: 4379.151367
	Iteration 87F: 3 clusters Score -566910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -450448.000000 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -450448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -445611.062500 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -445611.1 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -446865.125000 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -446865.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -447146.718750 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -447146.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -447335.718750 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -447335.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -447508.125000 Penalty: 4273.511719
	Iteration 4Q: 3 clusters Score -447508.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -447670.000000 Penalty: 4273.511719
	Iteration 5Q: 3 clusters Score -447670 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -447842.093750 Penalty: 4273.511719
	Iteration 6Q: 3 clusters Score -447842.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -447973.781250 Penalty: 4273.511719
	Iteration 7Q: 3 clusters Score -447973.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -448082.031250 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -448082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -448162.156250 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -448162.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -448232.468750 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -448232.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -448297.906250 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -448297.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -448344.437500 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -448344.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -448390.687500 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -448390.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -448436.500000 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -448436.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -448475.968750 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -448476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -448512.125000 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -448512.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -448553.218750 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -448553.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -448589.750000 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -448589.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -448620.343750 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -448620.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -448643.187500 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -448643.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -448664.593750 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -448664.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -448683.437500 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -448683.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -448697.500000 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -448697.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -448711.250000 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -448711.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -448723.593750 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -448723.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -448732.875000 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -448732.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -448738.000000 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -448738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -448744.875000 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -448744.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -448749.125000 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -448749.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -448755.343750 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -448755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -448759.843750 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -448759.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -448765.187500 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -448765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -448768.156250 Penalty: 4273.511719
	Iteration 33Q: 3 clusters Score -448768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -448771.125000 Penalty: 4273.511719
	Iteration 34Q: 3 clusters Score -448771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -448775.468750 Penalty: 4273.511719
	Iteration 35Q: 3 clusters Score -448775.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -448779.531250 Penalty: 4273.511719
	Iteration 36Q: 3 clusters Score -448779.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -448782.250000 Penalty: 4273.511719
	Iteration 37Q: 3 clusters Score -448782.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -448785.937500 Penalty: 4273.511719
	Iteration 38Q: 3 clusters Score -448785.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -448787.781250 Penalty: 4273.511719
	Iteration 39Q: 3 clusters Score -448787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -448789.968750 Penalty: 4273.511719
	Iteration 40F: 3 clusters Score -448790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -448791.062500 Penalty: 4273.511719
	Iteration 41Q: 3 clusters Score -448791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -448792.875000 Penalty: 4273.511719
	Iteration 42Q: 3 clusters Score -448792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -448794.656250 Penalty: 4273.511719
	Iteration 43Q: 3 clusters Score -448794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -448795.250000 Penalty: 4273.511719
	Iteration 44Q: 3 clusters Score -448795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -448795.531250 Penalty: 4273.511719
	Iteration 45Q: 3 clusters Score -448795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -448794.968750 Penalty: 4273.511719
	Iteration 46Q: 3 clusters Score -448795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -448795.125000 Penalty: 4273.511719
	Iteration 47Q: 3 clusters Score -448795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -448797.062500 Penalty: 4273.511719
	Iteration 48Q: 3 clusters Score -448797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -448797.156250 Penalty: 4273.511719
	Iteration 49Q: 3 clusters Score -448797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -448797.156250 Penalty: 4273.511719
	Iteration 50F: 3 clusters Score -448797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -675218.875000 Penalty: 2240.007812
	Iteration 0F: 2 clusters Score -675218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -668620.625000 Penalty: 4480.015625
	Iteration 0F: 3 clusters Score -668620.6 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -670720.062500 Penalty: 4480.015625
	Iteration 1F: 3 clusters Score -670720.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -671270.875000 Penalty: 4480.015625
	Iteration 2F: 3 clusters Score -671270.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -671768.062500 Penalty: 4480.015625
	Iteration 3F: 3 clusters Score -671768.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -672158.437500 Penalty: 4480.015625
	Iteration 4F: 3 clusters Score -672158.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -672428.625000 Penalty: 4480.015625
	Iteration 5Q: 3 clusters Score -672428.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -672612.750000 Penalty: 4480.015625
	Iteration 6Q: 3 clusters Score -672612.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -672751.375000 Penalty: 4480.015625
	Iteration 7Q: 3 clusters Score -672751.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -672867.375000 Penalty: 4480.015625
	Iteration 8Q: 3 clusters Score -672867.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -672964.812500 Penalty: 4480.015625
	Iteration 9Q: 3 clusters Score -672964.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -673043.187500 Penalty: 4480.015625
	Iteration 10Q: 3 clusters Score -673043.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -673092.937500 Penalty: 4480.015625
	Iteration 11Q: 3 clusters Score -673092.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -673132.000000 Penalty: 4480.015625
	Iteration 12Q: 3 clusters Score -673132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -673166.562500 Penalty: 4480.015625
	Iteration 13Q: 3 clusters Score -673166.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -673198.375000 Penalty: 4480.015625
	Iteration 14Q: 3 clusters Score -673198.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -673231.500000 Penalty: 4480.015625
	Iteration 15Q: 3 clusters Score -673231.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -673259.437500 Penalty: 4480.015625
	Iteration 16Q: 3 clusters Score -673259.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -673285.500000 Penalty: 4480.015625
	Iteration 17Q: 3 clusters Score -673285.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -673312.062500 Penalty: 4480.015625
	Iteration 18Q: 3 clusters Score -673312.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -673335.062500 Penalty: 4480.015625
	Iteration 19Q: 3 clusters Score -673335.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -673360.562500 Penalty: 4480.015625
	Iteration 20F: 3 clusters Score -673360.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -673389.312500 Penalty: 4480.015625
	Iteration 21Q: 3 clusters Score -673389.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -673431.500000 Penalty: 4480.015625
	Iteration 22Q: 3 clusters Score -673431.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -673494.375000 Penalty: 4480.015625
	Iteration 23Q: 3 clusters Score -673494.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -673571.687500 Penalty: 4480.015625
	Iteration 24Q: 3 clusters Score -673571.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -673647.500000 Penalty: 4480.015625
	Iteration 25Q: 3 clusters Score -673647.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -673719.187500 Penalty: 4480.015625
	Iteration 26Q: 3 clusters Score -673719.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -673783.687500 Penalty: 4480.015625
	Iteration 27Q: 3 clusters Score -673783.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -673826.062500 Penalty: 4480.015625
	Iteration 28Q: 3 clusters Score -673826.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -673853.500000 Penalty: 4480.015625
	Iteration 29Q: 3 clusters Score -673853.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -673873.562500 Penalty: 4480.015625
	Iteration 30Q: 3 clusters Score -673873.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -673887.500000 Penalty: 4480.015625
	Iteration 31Q: 3 clusters Score -673887.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -673899.250000 Penalty: 4480.015625
	Iteration 32Q: 3 clusters Score -673899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -673907.250000 Penalty: 4480.015625
	Iteration 33Q: 3 clusters Score -673907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -673914.562500 Penalty: 4480.015625
	Iteration 34Q: 3 clusters Score -673914.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -673927.500000 Penalty: 4480.015625
	Iteration 35Q: 3 clusters Score -673927.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -673939.062500 Penalty: 4480.015625
	Iteration 36Q: 3 clusters Score -673939.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -673949.875000 Penalty: 4480.015625
	Iteration 37Q: 3 clusters Score -673949.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -673957.875000 Penalty: 4480.015625
	Iteration 38Q: 3 clusters Score -673957.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -673974.687500 Penalty: 4480.015625
	Iteration 39Q: 3 clusters Score -673974.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -673998.000000 Penalty: 4480.015625
	Iteration 40F: 3 clusters Score -673998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -674031.687500 Penalty: 4480.015625
	Iteration 41Q: 3 clusters Score -674031.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -674073.375000 Penalty: 4480.015625
	Iteration 42Q: 3 clusters Score -674073.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -674107.000000 Penalty: 4480.015625
	Iteration 43Q: 3 clusters Score -674107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -674137.687500 Penalty: 4480.015625
	Iteration 44Q: 3 clusters Score -674137.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -674164.187500 Penalty: 4480.015625
	Iteration 45Q: 3 clusters Score -674164.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -674178.250000 Penalty: 4480.015625
	Iteration 46Q: 3 clusters Score -674178.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -674200.125000 Penalty: 4480.015625
	Iteration 47Q: 3 clusters Score -674200.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -674217.250000 Penalty: 4480.015625
	Iteration 48Q: 3 clusters Score -674217.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -674232.937500 Penalty: 4480.015625
	Iteration 49Q: 3 clusters Score -674232.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -674240.500000 Penalty: 4480.015625
	Iteration 50Q: 3 clusters Score -674240.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -674250.437500 Penalty: 4480.015625
	Iteration 51Q: 3 clusters Score -674250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -674255.750000 Penalty: 4480.015625
	Iteration 52Q: 3 clusters Score -674255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -674264.875000 Penalty: 4480.015625
	Iteration 53Q: 3 clusters Score -674264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -674272.312500 Penalty: 4480.015625
	Iteration 54Q: 3 clusters Score -674272.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -674283.125000 Penalty: 4480.015625
	Iteration 55Q: 3 clusters Score -674283.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -674293.750000 Penalty: 4480.015625
	Iteration 56Q: 3 clusters Score -674293.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -674308.750000 Penalty: 4480.015625
	Iteration 57Q: 3 clusters Score -674308.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -674317.187500 Penalty: 4480.015625
	Iteration 58Q: 3 clusters Score -674317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -674322.937500 Penalty: 4480.015625
	Iteration 59Q: 3 clusters Score -674322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -674326.875000 Penalty: 4480.015625
	Iteration 60F: 3 clusters Score -674326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -674332.250000 Penalty: 4480.015625
	Iteration 61Q: 3 clusters Score -674332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -674333.875000 Penalty: 4480.015625
	Iteration 62Q: 3 clusters Score -674333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -674336.000000 Penalty: 4480.015625
	Iteration 63Q: 3 clusters Score -674336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -674339.250000 Penalty: 4480.015625
	Iteration 64Q: 3 clusters Score -674339.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -674341.062500 Penalty: 4480.015625
	Iteration 65Q: 3 clusters Score -674341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -674341.062500 Penalty: 4480.015625
	Iteration 66Q: 3 clusters Score -674341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -674341.125000 Penalty: 4480.015625
	Iteration 67Q: 3 clusters Score -674341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -674342.125000 Penalty: 4480.015625
	Iteration 68Q: 3 clusters Score -674342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -674343.625000 Penalty: 4480.015625
	Iteration 69Q: 3 clusters Score -674343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -674345.250000 Penalty: 4480.015625
	Iteration 70Q: 3 clusters Score -674345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -674348.687500 Penalty: 4480.015625
	Iteration 71Q: 3 clusters Score -674348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -674351.625000 Penalty: 4480.015625
	Iteration 72Q: 3 clusters Score -674351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -674353.312500 Penalty: 4480.015625
	Iteration 73Q: 3 clusters Score -674353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -674356.875000 Penalty: 4480.015625
	Iteration 74Q: 3 clusters Score -674356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -674359.750000 Penalty: 4480.015625
	Iteration 75Q: 3 clusters Score -674359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -674361.312500 Penalty: 4480.015625
	Iteration 76Q: 3 clusters Score -674361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -674363.000000 Penalty: 4480.015625
	Iteration 77Q: 3 clusters Score -674363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -674362.250000 Penalty: 4480.015625
	Iteration 78Q: 3 clusters Score -674362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -674364.000000 Penalty: 4480.015625
	Iteration 79Q: 3 clusters Score -674364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -674366.687500 Penalty: 4480.015625
	Iteration 80F: 3 clusters Score -674366.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -674368.812500 Penalty: 4480.015625
	Iteration 81Q: 3 clusters Score -674368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -674370.500000 Penalty: 4480.015625
	Iteration 82Q: 3 clusters Score -674370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -674374.437500 Penalty: 4480.015625
	Iteration 83Q: 3 clusters Score -674374.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -674377.812500 Penalty: 4480.015625
	Iteration 84Q: 3 clusters Score -674377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -674383.375000 Penalty: 4480.015625
	Iteration 85Q: 3 clusters Score -674383.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -674388.812500 Penalty: 4480.015625
	Iteration 86Q: 3 clusters Score -674388.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -674393.562500 Penalty: 4480.015625
	Iteration 87Q: 3 clusters Score -674393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -674397.625000 Penalty: 4480.015625
	Iteration 88Q: 3 clusters Score -674397.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -674403.562500 Penalty: 4480.015625
	Iteration 89Q: 3 clusters Score -674403.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -674406.437500 Penalty: 4480.015625
	Iteration 90Q: 3 clusters Score -674406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -674410.750000 Penalty: 4480.015625
	Iteration 91Q: 3 clusters Score -674410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -674410.750000 Penalty: 4480.015625
	Iteration 92Q: 3 clusters Score -674410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -674415.625000 Penalty: 4480.015625
	Iteration 93Q: 3 clusters Score -674415.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -674418.250000 Penalty: 4480.015625
	Iteration 94Q: 3 clusters Score -674418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -674418.750000 Penalty: 4480.015625
	Iteration 95Q: 3 clusters Score -674418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -674421.375000 Penalty: 4480.015625
	Iteration 96Q: 3 clusters Score -674421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -674424.375000 Penalty: 4480.015625
	Iteration 97Q: 3 clusters Score -674424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -674426.250000 Penalty: 4480.015625
	Iteration 98Q: 3 clusters Score -674426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -674430.062500 Penalty: 4480.015625
	Iteration 99Q: 3 clusters Score -674430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -674430.562500 Penalty: 4480.015625
	Iteration 100F: 3 clusters Score -674430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -674432.250000 Penalty: 4480.015625
	Iteration 101Q: 3 clusters Score -674432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -674433.437500 Penalty: 4480.015625
	Iteration 102Q: 3 clusters Score -674433.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -674434.625000 Penalty: 4480.015625
	Iteration 103Q: 3 clusters Score -674434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -674435.187500 Penalty: 4480.015625
	Iteration 104Q: 3 clusters Score -674435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -674434.687500 Penalty: 4480.015625
	Iteration 105Q: 3 clusters Score -674434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -674434.687500 Penalty: 4480.015625
	Iteration 106F: 3 clusters Score -674434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Entering Unmasked Estep 
Score: -1659056.000000 Penalty: 2458.864014
	Iteration 0F: 2 clusters Score -1659056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1644776.125000 Penalty: 4917.728027
	Iteration 0F: 3 clusters Score -1644776 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1649987.875000 Penalty: 4917.728027
	Iteration 1F: 3 clusters Score -1649988 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1650645.750000 Penalty: 4917.728027
	Iteration 2F: 3 clusters Score -1650646 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1651469.625000 Penalty: 4917.728027
	Iteration 3F: 3 clusters Score -1651470 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1652622.125000 Penalty: 4917.728027
	Iteration 4F: 3 clusters Score -1652622 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1654102.750000 Penalty: 4917.728027
	Iteration 5F: 3 clusters Score -1654103 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1655644.125000 Penalty: 4917.728027
	Iteration 6F: 3 clusters Score -1655644 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1656879.375000 Penalty: 4917.728027
	Iteration 7F: 3 clusters Score -1656879 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1657671.000000 Penalty: 4917.728027
	Iteration 8Q: 3 clusters Score -1657671 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1658099.000000 Penalty: 4917.728027
	Iteration 9Q: 3 clusters Score -1658099 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1658382.250000 Penalty: 4917.728027
	Iteration 10Q: 3 clusters Score -1658382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1658544.125000 Penalty: 4917.728027
	Iteration 11Q: 3 clusters Score -1658544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1658635.250000 Penalty: 4917.728027
	Iteration 12Q: 3 clusters Score -1658635 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1658682.000000 Penalty: 4917.728027
	Iteration 13Q: 3 clusters Score -1658682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1658705.375000 Penalty: 4917.728027
	Iteration 14Q: 3 clusters Score -1658705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1658719.250000 Penalty: 4917.728027
	Iteration 15Q: 3 clusters Score -1658719 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1658724.000000 Penalty: 4917.728027
	Iteration 16Q: 3 clusters Score -1658724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1658730.000000 Penalty: 4917.728027
	Iteration 17Q: 3 clusters Score -1658730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1658735.125000 Penalty: 4917.728027
	Iteration 18Q: 3 clusters Score -1658735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1658732.625000 Penalty: 4917.728027
	Iteration 19Q: 3 clusters Score -1658733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1658736.625000 Penalty: 4917.728027
	Iteration 20F: 3 clusters Score -1658737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1658738.125000 Penalty: 4917.728027
	Iteration 21Q: 3 clusters Score -1658738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1658738.875000 Penalty: 4917.728027
	Iteration 22Q: 3 clusters Score -1658739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1658738.250000 Penalty: 4917.728027
	Iteration 23Q: 3 clusters Score -1658738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1658742.125000 Penalty: 4917.728027
	Iteration 24Q: 3 clusters Score -1658742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1658747.000000 Penalty: 4917.728027
	Iteration 25Q: 3 clusters Score -1658747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1658748.250000 Penalty: 4917.728027
	Iteration 26Q: 3 clusters Score -1658748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1658749.125000 Penalty: 4917.728027
	Iteration 27Q: 3 clusters Score -1658749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1658749.500000 Penalty: 4917.728027
	Iteration 28Q: 3 clusters Score -1658750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1658749.500000 Penalty: 4917.728027
	Iteration 29F: 3 clusters Score -1658750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -82327.289062 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -82327.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80350.664062 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -80350.66 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80605.867188 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -80605.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80701.484375 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -80701.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -80754.320312 Penalty: 3458.412598
	Iteration 3Q: 3 clusters Score -80754.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -80784.078125 Penalty: 3458.412598
	Iteration 4Q: 3 clusters Score -80784.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80811.953125 Penalty: 3458.412598
	Iteration 5Q: 3 clusters Score -80811.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -80832.851562 Penalty: 3458.412598
	Iteration 6Q: 3 clusters Score -80832.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -80848.828125 Penalty: 3458.412598
	Iteration 7Q: 3 clusters Score -80848.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -80859.796875 Penalty: 3458.412598
	Iteration 8Q: 3 clusters Score -80859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -80870.257812 Penalty: 3458.412598
	Iteration 9Q: 3 clusters Score -80870.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -80878.164062 Penalty: 3458.412598
	Iteration 10Q: 3 clusters Score -80878.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -80885.648438 Penalty: 3458.412598
	Iteration 11Q: 3 clusters Score -80885.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -80893.523438 Penalty: 3458.412598
	Iteration 12Q: 3 clusters Score -80893.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -80901.320312 Penalty: 3458.412598
	Iteration 13Q: 3 clusters Score -80901.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -80905.976562 Penalty: 3458.412598
	Iteration 14Q: 3 clusters Score -80905.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -80910.242188 Penalty: 3458.412598
	Iteration 15Q: 3 clusters Score -80910.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -80915.398438 Penalty: 3458.412598
	Iteration 16Q: 3 clusters Score -80915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -80918.093750 Penalty: 3458.412598
	Iteration 17Q: 3 clusters Score -80918.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -80920.140625 Penalty: 3458.412598
	Iteration 18Q: 3 clusters Score -80920.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -80922.179688 Penalty: 3458.412598
	Iteration 19Q: 3 clusters Score -80922.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -80924.382812 Penalty: 3458.412598
	Iteration 20F: 3 clusters Score -80924.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80926.281250 Penalty: 3458.412598
	Iteration 21Q: 3 clusters Score -80926.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80928.875000 Penalty: 3458.412598
	Iteration 22Q: 3 clusters Score -80928.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -80931.101562 Penalty: 3458.412598
	Iteration 23Q: 3 clusters Score -80931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -80932.398438 Penalty: 3458.412598
	Iteration 24Q: 3 clusters Score -80932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -80933.546875 Penalty: 3458.412598
	Iteration 25Q: 3 clusters Score -80933.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -80933.546875 Penalty: 3458.412598
	Iteration 26F: 3 clusters Score -80933.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Entering Unmasked Estep 
Score: -1728099.625000 Penalty: 2458.323730
	Iteration 0F: 2 clusters Score -1728100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1713809.500000 Penalty: 4916.647461
	Iteration 0F: 3 clusters Score -1713810 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1718704.125000 Penalty: 4916.647461
	Iteration 1F: 3 clusters Score -1718704 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1719258.625000 Penalty: 4916.647461
	Iteration 2F: 3 clusters Score -1719259 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1719880.750000 Penalty: 4916.647461
	Iteration 3F: 3 clusters Score -1719881 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1720679.000000 Penalty: 4916.647461
	Iteration 4F: 3 clusters Score -1720679 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1721701.250000 Penalty: 4916.647461
	Iteration 5F: 3 clusters Score -1721701 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1722850.750000 Penalty: 4916.647461
	Iteration 6F: 3 clusters Score -1722851 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1723819.500000 Penalty: 4916.647461
	Iteration 7F: 3 clusters Score -1723820 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1724525.875000 Penalty: 4916.647461
	Iteration 8F: 3 clusters Score -1724526 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1724965.750000 Penalty: 4916.647461
	Iteration 9Q: 3 clusters Score -1724966 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1725260.000000 Penalty: 4916.647461
	Iteration 10Q: 3 clusters Score -1725260 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1725456.500000 Penalty: 4916.647461
	Iteration 11Q: 3 clusters Score -1725456 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1725597.000000 Penalty: 4916.647461
	Iteration 12Q: 3 clusters Score -1725597 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1725709.250000 Penalty: 4916.647461
	Iteration 13Q: 3 clusters Score -1725709 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1725788.625000 Penalty: 4916.647461
	Iteration 14Q: 3 clusters Score -1725789 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1725866.750000 Penalty: 4916.647461
	Iteration 15Q: 3 clusters Score -1725867 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1725917.125000 Penalty: 4916.647461
	Iteration 16Q: 3 clusters Score -1725917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1725965.375000 Penalty: 4916.647461
	Iteration 17Q: 3 clusters Score -1725965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1725990.500000 Penalty: 4916.647461
	Iteration 18Q: 3 clusters Score -1725990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1726027.750000 Penalty: 4916.647461
	Iteration 19Q: 3 clusters Score -1726028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1726054.250000 Penalty: 4916.647461
	Iteration 20F: 3 clusters Score -1726054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1726075.750000 Penalty: 4916.647461
	Iteration 21Q: 3 clusters Score -1726076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1726106.125000 Penalty: 4916.647461
	Iteration 22Q: 3 clusters Score -1726106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1726120.000000 Penalty: 4916.647461
	Iteration 23Q: 3 clusters Score -1726120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1726131.125000 Penalty: 4916.647461
	Iteration 24Q: 3 clusters Score -1726131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1726140.125000 Penalty: 4916.647461
	Iteration 25Q: 3 clusters Score -1726140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1726150.250000 Penalty: 4916.647461
	Iteration 26Q: 3 clusters Score -1726150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1726161.500000 Penalty: 4916.647461
	Iteration 27Q: 3 clusters Score -1726162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1726172.125000 Penalty: 4916.647461
	Iteration 28Q: 3 clusters Score -1726172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1726183.000000 Penalty: 4916.647461
	Iteration 29Q: 3 clusters Score -1726183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1726194.375000 Penalty: 4916.647461
	Iteration 30Q: 3 clusters Score -1726194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1726194.500000 Penalty: 4916.647461
	Iteration 31Q: 3 clusters Score -1726194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1726196.125000 Penalty: 4916.647461
	Iteration 32Q: 3 clusters Score -1726196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1726201.500000 Penalty: 4916.647461
	Iteration 33Q: 3 clusters Score -1726202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1726206.000000 Penalty: 4916.647461
	Iteration 34Q: 3 clusters Score -1726206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1726205.375000 Penalty: 4916.647461
	Iteration 35Q: 3 clusters Score -1726205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1726210.625000 Penalty: 4916.647461
	Iteration 36Q: 3 clusters Score -1726211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1726212.500000 Penalty: 4916.647461
	Iteration 37Q: 3 clusters Score -1726212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1726216.000000 Penalty: 4916.647461
	Iteration 38Q: 3 clusters Score -1726216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1726216.750000 Penalty: 4916.647461
	Iteration 39Q: 3 clusters Score -1726217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1726220.250000 Penalty: 4916.647461
	Iteration 40F: 3 clusters Score -1726220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1726217.125000 Penalty: 4916.647461
	Iteration 41Q: 3 clusters Score -1726217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1726217.375000 Penalty: 4916.647461
	Iteration 42Q: 3 clusters Score -1726217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1726217.375000 Penalty: 4916.647461
	Iteration 43F: 3 clusters Score -1726217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11850 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 24105 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171184.000000 Penalty: 169439.390625
Iteration 279Q: 52 clusters Score -5.117118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11851 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11485 members 
Mstep: Class 32 contains 24106 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171192.000000 Penalty: 169439.390625
Iteration 280F: 52 clusters Score -5.117119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11851 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11482 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20227 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171188.000000 Penalty: 169439.390625
Iteration 281Q: 52 clusters Score -5.117119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11851 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11481 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20228 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171180.000000 Penalty: 169439.390625
Iteration 282Q: 52 clusters Score -5.117118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11479 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171196.000000 Penalty: 169439.390625
Iteration 283Q: 52 clusters Score -5.11712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11479 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171212.000000 Penalty: 169439.390625
Iteration 284Q: 52 clusters Score -5.117121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11479 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171220.000000 Penalty: 169439.390625
Iteration 285Q: 52 clusters Score -5.117122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171204.000000 Penalty: 169439.390625
Iteration 286Q: 52 clusters Score -5.11712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171204.000000 Penalty: 169439.390625
Iteration 287F: 52 clusters Score -5.11712e+07 nChanged 0
Entering ConstructFrom: 
Score: -51171204.000000 Penalty: 169439.390625
Entering ConstructFrom: 
Trying to split cluster 1 (38898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Entering Unmasked Estep 
Score: -3237867.500000 Penalty: 2621.037109
	Iteration 0F: 2 clusters Score -3237868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -3211550.750000 Penalty: 5242.074219
	Iteration 0F: 3 clusters Score -3211551 nChanged 17711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3221195.000000 Penalty: 5242.074219
	Iteration 1F: 3 clusters Score -3221195 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3221862.500000 Penalty: 5242.074219
	Iteration 2Q: 3 clusters Score -3221862 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3222686.250000 Penalty: 5242.074219
	Iteration 3Q: 3 clusters Score -3222686 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3224060.500000 Penalty: 5242.074219
	Iteration 4F: 3 clusters Score -3224060 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3226204.500000 Penalty: 5242.074219
	Iteration 5F: 3 clusters Score -3226204 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3228911.000000 Penalty: 5242.074219
	Iteration 6F: 3 clusters Score -3228911 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -3231628.250000 Penalty: 5242.074219
	Iteration 7F: 3 clusters Score -3231628 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3233595.000000 Penalty: 5242.074219
	Iteration 8F: 3 clusters Score -3233595 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -3234588.250000 Penalty: 5242.074219
	Iteration 9Q: 3 clusters Score -3234588 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -3235089.250000 Penalty: 5242.074219
	Iteration 10Q: 3 clusters Score -3235089 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -3235318.750000 Penalty: 5242.074219
	Iteration 11Q: 3 clusters Score -3235319 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -3235447.750000 Penalty: 5242.074219
	Iteration 12Q: 3 clusters Score -3235448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -3235528.250000 Penalty: 5242.074219
	Iteration 13Q: 3 clusters Score -3235528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -3235565.250000 Penalty: 5242.074219
	Iteration 14Q: 3 clusters Score -3235565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -3235596.000000 Penalty: 5242.074219
	Iteration 15Q: 3 clusters Score -3235596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3235619.500000 Penalty: 5242.074219
	Iteration 16Q: 3 clusters Score -3235620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -3235646.000000 Penalty: 5242.074219
	Iteration 17Q: 3 clusters Score -3235646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -3235664.750000 Penalty: 5242.074219
	Iteration 18Q: 3 clusters Score -3235665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -3235674.250000 Penalty: 5242.074219
	Iteration 19Q: 3 clusters Score -3235674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -3235677.250000 Penalty: 5242.074219
	Iteration 20F: 3 clusters Score -3235677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -3235678.000000 Penalty: 5242.074219
	Iteration 21Q: 3 clusters Score -3235678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -3235686.750000 Penalty: 5242.074219
	Iteration 22Q: 3 clusters Score -3235687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -3235690.750000 Penalty: 5242.074219
	Iteration 23Q: 3 clusters Score -3235691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -3235696.250000 Penalty: 5242.074219
	Iteration 24Q: 3 clusters Score -3235696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -3235698.750000 Penalty: 5242.074219
	Iteration 25Q: 3 clusters Score -3235699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -3235701.750000 Penalty: 5242.074219
	Iteration 26Q: 3 clusters Score -3235702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -3235701.750000 Penalty: 5242.074219
	Iteration 27F: 3 clusters Score -3235702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1137545.375000 Penalty: 2362.074463
	Iteration 0F: 2 clusters Score -1137545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1127460.625000 Penalty: 4724.148926
	Iteration 0F: 3 clusters Score -1127461 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1130676.625000 Penalty: 4724.148926
	Iteration 1F: 3 clusters Score -1130677 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1131168.000000 Penalty: 4724.148926
	Iteration 2F: 3 clusters Score -1131168 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1131685.375000 Penalty: 4724.148926
	Iteration 3F: 3 clusters Score -1131685 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1132209.625000 Penalty: 4724.148926
	Iteration 4F: 3 clusters Score -1132210 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1132696.125000 Penalty: 4724.148926
	Iteration 5F: 3 clusters Score -1132696 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1133210.250000 Penalty: 4724.148926
	Iteration 6F: 3 clusters Score -1133210 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1133698.375000 Penalty: 4724.148926
	Iteration 7F: 3 clusters Score -1133698 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1134136.375000 Penalty: 4724.148926
	Iteration 8Q: 3 clusters Score -1134136 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1134588.125000 Penalty: 4724.148926
	Iteration 9Q: 3 clusters Score -1134588 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1134993.625000 Penalty: 4724.148926
	Iteration 10Q: 3 clusters Score -1134994 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1135307.750000 Penalty: 4724.148926
	Iteration 11Q: 3 clusters Score -1135308 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1135523.250000 Penalty: 4724.148926
	Iteration 12Q: 3 clusters Score -1135523 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1135638.625000 Penalty: 4724.148926
	Iteration 13Q: 3 clusters Score -1135639 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1135714.125000 Penalty: 4724.148926
	Iteration 14Q: 3 clusters Score -1135714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1135767.875000 Penalty: 4724.148926
	Iteration 15Q: 3 clusters Score -1135768 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1135796.000000 Penalty: 4724.148926
	Iteration 16Q: 3 clusters Score -1135796 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1135825.125000 Penalty: 4724.148926
	Iteration 17Q: 3 clusters Score -1135825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1135838.000000 Penalty: 4724.148926
	Iteration 18Q: 3 clusters Score -1135838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1135847.000000 Penalty: 4724.148926
	Iteration 19Q: 3 clusters Score -1135847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1135854.500000 Penalty: 4724.148926
	Iteration 20F: 3 clusters Score -1135854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1135860.875000 Penalty: 4724.148926
	Iteration 21Q: 3 clusters Score -1135861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1135866.875000 Penalty: 4724.148926
	Iteration 22Q: 3 clusters Score -1135867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1135869.875000 Penalty: 4724.148926
	Iteration 23Q: 3 clusters Score -1135870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1135877.000000 Penalty: 4724.148926
	Iteration 24Q: 3 clusters Score -1135877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1135876.625000 Penalty: 4724.148926
	Iteration 25Q: 3 clusters Score -1135877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1135879.375000 Penalty: 4724.148926
	Iteration 26Q: 3 clusters Score -1135879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1135887.875000 Penalty: 4724.148926
	Iteration 27Q: 3 clusters Score -1135888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1135887.875000 Penalty: 4724.148926
	Iteration 28Q: 3 clusters Score -1135888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1135890.500000 Penalty: 4724.148926
	Iteration 29Q: 3 clusters Score -1135890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1135890.500000 Penalty: 4724.148926
	Iteration 30Q: 3 clusters Score -1135890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1135890.375000 Penalty: 4724.148926
	Iteration 31Q: 3 clusters Score -1135890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1135891.875000 Penalty: 4724.148926
	Iteration 32Q: 3 clusters Score -1135892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1135891.500000 Penalty: 4724.148926
	Iteration 33Q: 3 clusters Score -1135892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1135893.125000 Penalty: 4724.148926
	Iteration 34Q: 3 clusters Score -1135893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1135894.625000 Penalty: 4724.148926
	Iteration 35Q: 3 clusters Score -1135895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1135890.875000 Penalty: 4724.148926
	Iteration 36Q: 3 clusters Score -1135891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1135894.000000 Penalty: 4724.148926
	Iteration 37Q: 3 clusters Score -1135894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1135895.375000 Penalty: 4724.148926
	Iteration 38Q: 3 clusters Score -1135895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1135894.875000 Penalty: 4724.148926
	Iteration 39Q: 3 clusters Score -1135895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1135893.375000 Penalty: 4724.148926
	Iteration 40F: 3 clusters Score -1135893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1135894.500000 Penalty: 4724.148926
	Iteration 41Q: 3 clusters Score -1135894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1135893.125000 Penalty: 4724.148926
	Iteration 42Q: 3 clusters Score -1135893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1135893.125000 Penalty: 4724.148926
	Iteration 43F: 3 clusters Score -1135893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -185690.109375 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -185690.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -182876.531250 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -182876.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -183487.718750 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -183487.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -183686.562500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -183686.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -183822.281250 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -183822.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -183965.000000 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -183965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -184126.640625 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -184126.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -184298.062500 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -184298.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -184451.703125 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -184451.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -184603.828125 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -184603.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -184743.250000 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -184743.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -184864.078125 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -184864.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -185018.968750 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -185019 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -185218.562500 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -185218.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -185489.312500 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -185489.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -185878.421875 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -185878.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186090.468750 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -186090.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -186124.625000 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -186124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -186131.156250 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -186131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -186131.937500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -186131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -186131.937500 Penalty: 3849.403076
	Iteration 19F: 3 clusters Score -186131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Mstep: Class 52 contains 1212 members 
Entering Unmasked Estep 
Score: -51170112.000000 Penalty: 172761.734375
Splitting cluster 3 changes total score from -51171204.000000 to -51170112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -757183.187500 Penalty: 2262.215576
	Iteration 0F: 2 clusters Score -757183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -749999.312500 Penalty: 4524.431152
	Iteration 0F: 3 clusters Score -749999.3 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -752126.375000 Penalty: 4524.431152
	Iteration 1F: 3 clusters Score -752126.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -752504.250000 Penalty: 4524.431152
	Iteration 2F: 3 clusters Score -752504.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -752795.750000 Penalty: 4524.431152
	Iteration 3F: 3 clusters Score -752795.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -753059.625000 Penalty: 4524.431152
	Iteration 4Q: 3 clusters Score -753059.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -753277.687500 Penalty: 4524.431152
	Iteration 5Q: 3 clusters Score -753277.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -753488.187500 Penalty: 4524.431152
	Iteration 6Q: 3 clusters Score -753488.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -753677.750000 Penalty: 4524.431152
	Iteration 7Q: 3 clusters Score -753677.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -753871.375000 Penalty: 4524.431152
	Iteration 8Q: 3 clusters Score -753871.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -754068.750000 Penalty: 4524.431152
	Iteration 9Q: 3 clusters Score -754068.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -754245.812500 Penalty: 4524.431152
	Iteration 10Q: 3 clusters Score -754245.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -754412.062500 Penalty: 4524.431152
	Iteration 11Q: 3 clusters Score -754412.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -754601.687500 Penalty: 4524.431152
	Iteration 12Q: 3 clusters Score -754601.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -754799.250000 Penalty: 4524.431152
	Iteration 13Q: 3 clusters Score -754799.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -754971.125000 Penalty: 4524.431152
	Iteration 14Q: 3 clusters Score -754971.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -755088.437500 Penalty: 4524.431152
	Iteration 15Q: 3 clusters Score -755088.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -755189.375000 Penalty: 4524.431152
	Iteration 16Q: 3 clusters Score -755189.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -755244.312500 Penalty: 4524.431152
	Iteration 17Q: 3 clusters Score -755244.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -755288.937500 Penalty: 4524.431152
	Iteration 18Q: 3 clusters Score -755288.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -755319.937500 Penalty: 4524.431152
	Iteration 19Q: 3 clusters Score -755319.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -755345.312500 Penalty: 4524.431152
	Iteration 20F: 3 clusters Score -755345.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -755364.000000 Penalty: 4524.431152
	Iteration 21Q: 3 clusters Score -755364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -755373.562500 Penalty: 4524.431152
	Iteration 22Q: 3 clusters Score -755373.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -755384.562500 Penalty: 4524.431152
	Iteration 23Q: 3 clusters Score -755384.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -755389.250000 Penalty: 4524.431152
	Iteration 24Q: 3 clusters Score -755389.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -755397.187500 Penalty: 4524.431152
	Iteration 25Q: 3 clusters Score -755397.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -755401.250000 Penalty: 4524.431152
	Iteration 26Q: 3 clusters Score -755401.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -755403.687500 Penalty: 4524.431152
	Iteration 27Q: 3 clusters Score -755403.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -755409.000000 Penalty: 4524.431152
	Iteration 28Q: 3 clusters Score -755409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -755410.937500 Penalty: 4524.431152
	Iteration 29Q: 3 clusters Score -755410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -755411.875000 Penalty: 4524.431152
	Iteration 30Q: 3 clusters Score -755411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -755413.937500 Penalty: 4524.431152
	Iteration 31Q: 3 clusters Score -755413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -755413.812500 Penalty: 4524.431152
	Iteration 32Q: 3 clusters Score -755413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -755415.500000 Penalty: 4524.431152
	Iteration 33Q: 3 clusters Score -755415.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -755417.250000 Penalty: 4524.431152
	Iteration 34Q: 3 clusters Score -755417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -755418.812500 Penalty: 4524.431152
	Iteration 35Q: 3 clusters Score -755418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -755418.875000 Penalty: 4524.431152
	Iteration 36Q: 3 clusters Score -755418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -755419.062500 Penalty: 4524.431152
	Iteration 37Q: 3 clusters Score -755419.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -755422.437500 Penalty: 4524.431152
	Iteration 38Q: 3 clusters Score -755422.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -755423.125000 Penalty: 4524.431152
	Iteration 39Q: 3 clusters Score -755423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -755424.375000 Penalty: 4524.431152
	Iteration 40F: 3 clusters Score -755424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -755426.750000 Penalty: 4524.431152
	Iteration 41Q: 3 clusters Score -755426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -755426.375000 Penalty: 4524.431152
	Iteration 42Q: 3 clusters Score -755426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -755425.875000 Penalty: 4524.431152
	Iteration 43Q: 3 clusters Score -755425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -755429.687500 Penalty: 4524.431152
	Iteration 44Q: 3 clusters Score -755429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -755429.437500 Penalty: 4524.431152
	Iteration 45Q: 3 clusters Score -755429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -755429.687500 Penalty: 4524.431152
	Iteration 46Q: 3 clusters Score -755429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -755429.687500 Penalty: 4524.431152
	Iteration 47F: 3 clusters Score -755429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1134252.500000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1134252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1124003.250000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1124003 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1127298.625000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1127299 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1127767.750000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1127768 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1128241.125000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1128241 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1128677.125000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1128677 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1129109.500000 Penalty: 4733.586914
	Iteration 5F: 3 clusters Score -1129110 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1129497.125000 Penalty: 4733.586914
	Iteration 6Q: 3 clusters Score -1129497 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1129871.000000 Penalty: 4733.586914
	Iteration 7Q: 3 clusters Score -1129871 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1130313.500000 Penalty: 4733.586914
	Iteration 8Q: 3 clusters Score -1130314 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1130859.625000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1130860 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1131608.125000 Penalty: 4733.586914
	Iteration 10F: 3 clusters Score -1131608 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1132551.625000 Penalty: 4733.586914
	Iteration 11F: 3 clusters Score -1132552 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1133550.125000 Penalty: 4733.586914
	Iteration 12F: 3 clusters Score -1133550 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1134258.875000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1134259 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1134730.125000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1134730 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1135025.375000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1135025 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1135174.750000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1135175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1135257.125000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1135257 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1135301.750000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1135302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1135322.750000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1135323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1135335.250000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1135335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1135338.250000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1135338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1135340.250000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1135340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1135340.000000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1135340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1135342.875000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1135343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1135341.750000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1135342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1135345.250000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1135345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1135348.875000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1135349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1135345.375000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1135345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1135348.125000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1135348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1135347.500000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1135348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1135344.625000 Penalty: 4733.586914
	Iteration 31Q: 3 clusters Score -1135345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1135344.125000 Penalty: 4733.586914
	Iteration 32Q: 3 clusters Score -1135344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1135343.875000 Penalty: 4733.586914
	Iteration 33Q: 3 clusters Score -1135344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1135343.875000 Penalty: 4733.586914
	Iteration 34F: 3 clusters Score -1135344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Mstep: Class 52 contains 6529 members 
Entering Unmasked Estep 
Score: -51171188.000000 Penalty: 172761.734375
Splitting cluster 5 changes total score from -51171204.000000 to -51171188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -452614.250000 Penalty: 2141.606445
	Iteration 0F: 2 clusters Score -452614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -447686.093750 Penalty: 4283.212891
	Iteration 0F: 3 clusters Score -447686.1 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -448857.468750 Penalty: 4283.212891
	Iteration 1F: 3 clusters Score -448857.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -449092.375000 Penalty: 4283.212891
	Iteration 2F: 3 clusters Score -449092.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -449242.406250 Penalty: 4283.212891
	Iteration 3Q: 3 clusters Score -449242.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -449356.718750 Penalty: 4283.212891
	Iteration 4Q: 3 clusters Score -449356.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -449448.656250 Penalty: 4283.212891
	Iteration 5Q: 3 clusters Score -449448.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -449532.031250 Penalty: 4283.212891
	Iteration 6Q: 3 clusters Score -449532 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -449610.406250 Penalty: 4283.212891
	Iteration 7Q: 3 clusters Score -449610.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -449684.000000 Penalty: 4283.212891
	Iteration 8Q: 3 clusters Score -449684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -449751.156250 Penalty: 4283.212891
	Iteration 9Q: 3 clusters Score -449751.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -449823.375000 Penalty: 4283.212891
	Iteration 10Q: 3 clusters Score -449823.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -449895.656250 Penalty: 4283.212891
	Iteration 11Q: 3 clusters Score -449895.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -449977.093750 Penalty: 4283.212891
	Iteration 12Q: 3 clusters Score -449977.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -450050.531250 Penalty: 4283.212891
	Iteration 13Q: 3 clusters Score -450050.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -450114.187500 Penalty: 4283.212891
	Iteration 14Q: 3 clusters Score -450114.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -450187.656250 Penalty: 4283.212891
	Iteration 15Q: 3 clusters Score -450187.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -450256.562500 Penalty: 4283.212891
	Iteration 16Q: 3 clusters Score -450256.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -450336.718750 Penalty: 4283.212891
	Iteration 17Q: 3 clusters Score -450336.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -450407.906250 Penalty: 4283.212891
	Iteration 18Q: 3 clusters Score -450407.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -450469.250000 Penalty: 4283.212891
	Iteration 19Q: 3 clusters Score -450469.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -450514.937500 Penalty: 4283.212891
	Iteration 20F: 3 clusters Score -450514.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -450548.187500 Penalty: 4283.212891
	Iteration 21Q: 3 clusters Score -450548.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -450576.718750 Penalty: 4283.212891
	Iteration 22Q: 3 clusters Score -450576.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -450595.250000 Penalty: 4283.212891
	Iteration 23Q: 3 clusters Score -450595.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -450617.562500 Penalty: 4283.212891
	Iteration 24Q: 3 clusters Score -450617.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -450640.437500 Penalty: 4283.212891
	Iteration 25Q: 3 clusters Score -450640.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -450664.187500 Penalty: 4283.212891
	Iteration 26Q: 3 clusters Score -450664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -450689.125000 Penalty: 4283.212891
	Iteration 27Q: 3 clusters Score -450689.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -450702.906250 Penalty: 4283.212891
	Iteration 28Q: 3 clusters Score -450702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -450712.812500 Penalty: 4283.212891
	Iteration 29Q: 3 clusters Score -450712.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -450728.250000 Penalty: 4283.212891
	Iteration 30Q: 3 clusters Score -450728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -450736.968750 Penalty: 4283.212891
	Iteration 31Q: 3 clusters Score -450737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -450742.781250 Penalty: 4283.212891
	Iteration 32Q: 3 clusters Score -450742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -450748.968750 Penalty: 4283.212891
	Iteration 33Q: 3 clusters Score -450749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -450752.968750 Penalty: 4283.212891
	Iteration 34Q: 3 clusters Score -450753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -450761.375000 Penalty: 4283.212891
	Iteration 35Q: 3 clusters Score -450761.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -450767.656250 Penalty: 4283.212891
	Iteration 36Q: 3 clusters Score -450767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -450777.000000 Penalty: 4283.212891
	Iteration 37Q: 3 clusters Score -450777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -450784.937500 Penalty: 4283.212891
	Iteration 38Q: 3 clusters Score -450784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -450793.031250 Penalty: 4283.212891
	Iteration 39Q: 3 clusters Score -450793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -450800.156250 Penalty: 4283.212891
	Iteration 40F: 3 clusters Score -450800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -450805.937500 Penalty: 4283.212891
	Iteration 41Q: 3 clusters Score -450805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -450809.500000 Penalty: 4283.212891
	Iteration 42Q: 3 clusters Score -450809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -450811.656250 Penalty: 4283.212891
	Iteration 43Q: 3 clusters Score -450811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -450813.781250 Penalty: 4283.212891
	Iteration 44Q: 3 clusters Score -450813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -450813.781250 Penalty: 4283.212891
	Iteration 45F: 3 clusters Score -450813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -100277.500000 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -100277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -98118.445312 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -98118.45 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -98482.656250 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -98482.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -98582.367188 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -98582.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -98630.835938 Penalty: 3572.519775
	Iteration 3Q: 3 clusters Score -98630.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -98660.593750 Penalty: 3572.519775
	Iteration 4Q: 3 clusters Score -98660.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -98677.687500 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -98677.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -98690.726562 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -98690.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -98704.281250 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -98704.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98719.023438 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -98719.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98728.015625 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -98728.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98732.515625 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -98732.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98735.132812 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -98735.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98741.437500 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -98741.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98745.218750 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -98745.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98752.054688 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -98752.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98758.609375 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -98758.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98762.656250 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -98762.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98766.031250 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -98766.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98766.757812 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -98766.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -98767.210938 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -98767.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98767.492188 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -98767.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -100624.960938 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -100625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -98219.070312 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -98219.07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -99035.617188 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -99035.62 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -99438.585938 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -99438.59 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99713.664062 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -99713.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -99884.101562 Penalty: 3716.132812
	Iteration 4F: 3 clusters Score -99884.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -100043.179688 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -100043.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -100125.992188 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -100126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -100175.218750 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -100175.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -100204.414062 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -100204.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -100230.445312 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -100230.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -100267.773438 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -100267.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -100302.914062 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -100302.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -100318.359375 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -100318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -100328.296875 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -100328.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -100340.976562 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -100341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -100353.507812 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -100353.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -100363.750000 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -100363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -100373.921875 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -100373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -100381.851562 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -100381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -100384.859375 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -100384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -100385.656250 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -100385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -100385.859375 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -100385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -100386.671875 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -100386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -100390.218750 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -100390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -100393.609375 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -100393.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -100397.765625 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -100397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -100398.109375 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -100398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100398.484375 Penalty: 3716.132812
	Iteration 27Q: 3 clusters Score -100398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100398.484375 Penalty: 3716.132812
	Iteration 28F: 3 clusters Score -100398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -139608.718750 Penalty: 1862.043213
	Iteration 0F: 2 clusters Score -139608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -137108.453125 Penalty: 3724.086426
	Iteration 0F: 3 clusters Score -137108.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137601.609375 Penalty: 3724.086426
	Iteration 1F: 3 clusters Score -137601.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -137814.234375 Penalty: 3724.086426
	Iteration 2F: 3 clusters Score -137814.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138004.390625 Penalty: 3724.086426
	Iteration 3F: 3 clusters Score -138004.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138152.437500 Penalty: 3724.086426
	Iteration 4F: 3 clusters Score -138152.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -138239.078125 Penalty: 3724.086426
	Iteration 5Q: 3 clusters Score -138239.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138294.453125 Penalty: 3724.086426
	Iteration 6Q: 3 clusters Score -138294.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138329.734375 Penalty: 3724.086426
	Iteration 7Q: 3 clusters Score -138329.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138346.703125 Penalty: 3724.086426
	Iteration 8Q: 3 clusters Score -138346.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -138361.062500 Penalty: 3724.086426
	Iteration 9Q: 3 clusters Score -138361.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138373.765625 Penalty: 3724.086426
	Iteration 10Q: 3 clusters Score -138373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -138381.453125 Penalty: 3724.086426
	Iteration 11Q: 3 clusters Score -138381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138384.859375 Penalty: 3724.086426
	Iteration 12Q: 3 clusters Score -138384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138388.843750 Penalty: 3724.086426
	Iteration 13Q: 3 clusters Score -138388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138390.640625 Penalty: 3724.086426
	Iteration 14Q: 3 clusters Score -138390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138391.031250 Penalty: 3724.086426
	Iteration 15Q: 3 clusters Score -138391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138391.031250 Penalty: 3724.086426
	Iteration 16F: 3 clusters Score -138391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -52952.398438 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -52952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51273.363281 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -51273.36 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51475.996094 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -51476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51528.062500 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -51528.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51541.257812 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -51541.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51549.289062 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -51549.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51556.785156 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -51556.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51560.738281 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -51560.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51561.277344 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -51561.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51562.648438 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -51562.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51562.648438 Penalty: 3216.379150
	Iteration 9F: 3 clusters Score -51562.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Entering Unmasked Estep 
Score: -708591.687500 Penalty: 2236.065186
	Iteration 0F: 2 clusters Score -708591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -702031.437500 Penalty: 4472.130371
	Iteration 0F: 3 clusters Score -702031.4 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -703934.187500 Penalty: 4472.130371
	Iteration 1F: 3 clusters Score -703934.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -704194.375000 Penalty: 4472.130371
	Iteration 2F: 3 clusters Score -704194.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -704374.250000 Penalty: 4472.130371
	Iteration 3Q: 3 clusters Score -704374.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -704522.250000 Penalty: 4472.130371
	Iteration 4Q: 3 clusters Score -704522.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -704653.625000 Penalty: 4472.130371
	Iteration 5Q: 3 clusters Score -704653.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -704791.125000 Penalty: 4472.130371
	Iteration 6Q: 3 clusters Score -704791.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -704957.187500 Penalty: 4472.130371
	Iteration 7Q: 3 clusters Score -704957.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -705159.937500 Penalty: 4472.130371
	Iteration 8Q: 3 clusters Score -705159.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -705392.687500 Penalty: 4472.130371
	Iteration 9Q: 3 clusters Score -705392.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -705620.812500 Penalty: 4472.130371
	Iteration 10Q: 3 clusters Score -705620.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -705826.125000 Penalty: 4472.130371
	Iteration 11Q: 3 clusters Score -705826.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -706006.437500 Penalty: 4472.130371
	Iteration 12Q: 3 clusters Score -706006.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -706174.937500 Penalty: 4472.130371
	Iteration 13Q: 3 clusters Score -706174.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -706321.000000 Penalty: 4472.130371
	Iteration 14Q: 3 clusters Score -706321 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -706427.687500 Penalty: 4472.130371
	Iteration 15Q: 3 clusters Score -706427.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -706502.250000 Penalty: 4472.130371
	Iteration 16Q: 3 clusters Score -706502.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -706550.937500 Penalty: 4472.130371
	Iteration 17Q: 3 clusters Score -706550.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -706589.312500 Penalty: 4472.130371
	Iteration 18Q: 3 clusters Score -706589.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -706615.312500 Penalty: 4472.130371
	Iteration 19Q: 3 clusters Score -706615.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -706638.312500 Penalty: 4472.130371
	Iteration 20F: 3 clusters Score -706638.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -706652.000000 Penalty: 4472.130371
	Iteration 21Q: 3 clusters Score -706652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -706664.312500 Penalty: 4472.130371
	Iteration 22Q: 3 clusters Score -706664.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -706677.125000 Penalty: 4472.130371
	Iteration 23Q: 3 clusters Score -706677.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -706690.562500 Penalty: 4472.130371
	Iteration 24Q: 3 clusters Score -706690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -706698.000000 Penalty: 4472.130371
	Iteration 25Q: 3 clusters Score -706698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -706713.500000 Penalty: 4472.130371
	Iteration 26Q: 3 clusters Score -706713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -706730.312500 Penalty: 4472.130371
	Iteration 27Q: 3 clusters Score -706730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -706736.250000 Penalty: 4472.130371
	Iteration 28Q: 3 clusters Score -706736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -706736.187500 Penalty: 4472.130371
	Iteration 29Q: 3 clusters Score -706736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -706736.187500 Penalty: 4472.130371
	Iteration 30F: 3 clusters Score -706736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -171477.609375 Penalty: 1903.305054
	Iteration 0F: 2 clusters Score -171477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -168762.234375 Penalty: 3806.610107
	Iteration 0F: 3 clusters Score -168762.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -169298.718750 Penalty: 3806.610107
	Iteration 1F: 3 clusters Score -169298.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -169468.109375 Penalty: 3806.610107
	Iteration 2F: 3 clusters Score -169468.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -169586.921875 Penalty: 3806.610107
	Iteration 3F: 3 clusters Score -169586.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -169680.750000 Penalty: 3806.610107
	Iteration 4Q: 3 clusters Score -169680.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -169752.828125 Penalty: 3806.610107
	Iteration 5Q: 3 clusters Score -169752.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169811.125000 Penalty: 3806.610107
	Iteration 6Q: 3 clusters Score -169811.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -169865.328125 Penalty: 3806.610107
	Iteration 7Q: 3 clusters Score -169865.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -169933.593750 Penalty: 3806.610107
	Iteration 8Q: 3 clusters Score -169933.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169981.375000 Penalty: 3806.610107
	Iteration 9Q: 3 clusters Score -169981.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -170008.968750 Penalty: 3806.610107
	Iteration 10Q: 3 clusters Score -170009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -170028.656250 Penalty: 3806.610107
	Iteration 11Q: 3 clusters Score -170028.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170041.296875 Penalty: 3806.610107
	Iteration 12Q: 3 clusters Score -170041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170053.859375 Penalty: 3806.610107
	Iteration 13Q: 3 clusters Score -170053.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170062.453125 Penalty: 3806.610107
	Iteration 14Q: 3 clusters Score -170062.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170072.359375 Penalty: 3806.610107
	Iteration 15Q: 3 clusters Score -170072.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -170078.531250 Penalty: 3806.610107
	Iteration 16Q: 3 clusters Score -170078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -170080.781250 Penalty: 3806.610107
	Iteration 17Q: 3 clusters Score -170080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -170082.218750 Penalty: 3806.610107
	Iteration 18Q: 3 clusters Score -170082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -170085.640625 Penalty: 3806.610107
	Iteration 19Q: 3 clusters Score -170085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -170090.218750 Penalty: 3806.610107
	Iteration 20F: 3 clusters Score -170090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -170094.437500 Penalty: 3806.610107
	Iteration 21Q: 3 clusters Score -170094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170098.203125 Penalty: 3806.610107
	Iteration 22Q: 3 clusters Score -170098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -170104.015625 Penalty: 3806.610107
	Iteration 23Q: 3 clusters Score -170104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170106.265625 Penalty: 3806.610107
	Iteration 24Q: 3 clusters Score -170106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170108.250000 Penalty: 3806.610107
	Iteration 25Q: 3 clusters Score -170108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170111.609375 Penalty: 3806.610107
	Iteration 26Q: 3 clusters Score -170111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -170113.734375 Penalty: 3806.610107
	Iteration 27Q: 3 clusters Score -170113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -170116.171875 Penalty: 3806.610107
	Iteration 28Q: 3 clusters Score -170116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170117.218750 Penalty: 3806.610107
	Iteration 29Q: 3 clusters Score -170117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170118.343750 Penalty: 3806.610107
	Iteration 30Q: 3 clusters Score -170118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170118.812500 Penalty: 3806.610107
	Iteration 31Q: 3 clusters Score -170118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170118.812500 Penalty: 3806.610107
	Iteration 32F: 3 clusters Score -170118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -123586.984375 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -123587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121192.414062 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -121192.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -121546.367188 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -121546.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -121648.289062 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -121648.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -121700.789062 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -121700.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -121748.140625 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -121748.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -121791.507812 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -121791.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -121822.882812 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -121822.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -121845.273438 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -121845.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121864.390625 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -121864.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -121878.507812 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -121878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -121889.117188 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -121889.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -121894.921875 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -121894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121896.164062 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -121896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121898.210938 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -121898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121899.257812 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -121899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121900.859375 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -121900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121901.859375 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -121901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121903.046875 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -121903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121903.046875 Penalty: 3670.101318
	Iteration 18F: 3 clusters Score -121903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -778499.312500 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -778499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -771008.125000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -771008.1 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -773307.687500 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -773307.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -773772.937500 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -773772.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -774210.687500 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -774210.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -774704.875000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -774704.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -775210.937500 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -775210.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -775707.812500 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -775707.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -776096.000000 Penalty: 4555.516602
	Iteration 7F: 3 clusters Score -776096 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -776432.625000 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -776432.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -776723.250000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -776723.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -776895.937500 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -776895.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -777021.937500 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -777021.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -777103.750000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -777103.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -777155.937500 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -777155.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -777185.750000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -777185.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -777212.562500 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -777212.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -777239.500000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -777239.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -777255.937500 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -777255.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -777267.250000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -777267.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -777276.437500 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -777276.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -777287.125000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -777287.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -777294.125000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -777294.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -777300.375000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -777300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -777304.125000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -777304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -777305.562500 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -777305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -777306.187500 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -777306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -777308.437500 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -777308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -777308.812500 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -777308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -777311.250000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -777311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -777312.125000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -777312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -777312.375000 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -777312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -777312.375000 Penalty: 4555.516602
	Iteration 31F: 3 clusters Score -777312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -221784.546875 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -221784.5 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 1397 members 
Entering Unmasked Estep 
Score: -218650.218750 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -218650.2 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -219334.406250 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -219334.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -219561.593750 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -219561.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -219700.687500 Penalty: 3944.671387
	Iteration 3F: 3 clusters Score -219700.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -219809.093750 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -219809.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -219923.328125 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -219923.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -220024.203125 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -220024.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -220126.906250 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -220126.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -220240.546875 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -220240.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -220361.062500 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -220361.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -220514.125000 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -220514.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -220619.765625 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -220619.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -220756.484375 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -220756.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -220917.156250 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -220917.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -221023.015625 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -221023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -221118.671875 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -221118.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -221188.171875 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -221188.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -221231.937500 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -221231.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -221255.359375 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -221255.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -221272.296875 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -221272.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -221290.453125 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -221290.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -221308.890625 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -221308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -221324.171875 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -221324.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -221333.156250 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -221333.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -221341.250000 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -221341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -221349.484375 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -221349.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -221359.421875 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -221359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -221366.718750 Penalty: 3944.671387
	Iteration 27Q: 3 clusters Score -221366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -221369.406250 Penalty: 3944.671387
	Iteration 28Q: 3 clusters Score -221369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -221369.906250 Penalty: 3944.671387
	Iteration 29Q: 3 clusters Score -221369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -221371.375000 Penalty: 3944.671387
	Iteration 30Q: 3 clusters Score -221371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -221371.375000 Penalty: 3944.671387
	Iteration 31F: 3 clusters Score -221371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Entering Unmasked Estep 
Score: -1789703.250000 Penalty: 2481.084717
	Iteration 0F: 2 clusters Score -1789703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1774307.375000 Penalty: 4962.169434
	Iteration 0F: 3 clusters Score -1774307 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1779489.000000 Penalty: 4962.169434
	Iteration 1F: 3 clusters Score -1779489 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1779928.875000 Penalty: 4962.169434
	Iteration 2F: 3 clusters Score -1779929 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1780308.125000 Penalty: 4962.169434
	Iteration 3Q: 3 clusters Score -1780308 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1780718.125000 Penalty: 4962.169434
	Iteration 4Q: 3 clusters Score -1780718 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1781169.000000 Penalty: 4962.169434
	Iteration 5Q: 3 clusters Score -1781169 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1781726.250000 Penalty: 4962.169434
	Iteration 6Q: 3 clusters Score -1781726 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1782410.875000 Penalty: 4962.169434
	Iteration 7F: 3 clusters Score -1782411 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1783270.000000 Penalty: 4962.169434
	Iteration 8F: 3 clusters Score -1783270 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1784193.000000 Penalty: 4962.169434
	Iteration 9F: 3 clusters Score -1784193 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1784939.875000 Penalty: 4962.169434
	Iteration 10F: 3 clusters Score -1784940 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1785522.125000 Penalty: 4962.169434
	Iteration 11Q: 3 clusters Score -1785522 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1786021.375000 Penalty: 4962.169434
	Iteration 12Q: 3 clusters Score -1786021 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1786418.375000 Penalty: 4962.169434
	Iteration 13Q: 3 clusters Score -1786418 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1786750.250000 Penalty: 4962.169434
	Iteration 14Q: 3 clusters Score -1786750 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1786982.750000 Penalty: 4962.169434
	Iteration 15Q: 3 clusters Score -1786983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1787155.000000 Penalty: 4962.169434
	Iteration 16Q: 3 clusters Score -1787155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1787287.125000 Penalty: 4962.169434
	Iteration 17Q: 3 clusters Score -1787287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1787371.125000 Penalty: 4962.169434
	Iteration 18Q: 3 clusters Score -1787371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1787432.250000 Penalty: 4962.169434
	Iteration 19Q: 3 clusters Score -1787432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1787461.625000 Penalty: 4962.169434
	Iteration 20F: 3 clusters Score -1787462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1787491.625000 Penalty: 4962.169434
	Iteration 21Q: 3 clusters Score -1787492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1787512.500000 Penalty: 4962.169434
	Iteration 22Q: 3 clusters Score -1787512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1787521.625000 Penalty: 4962.169434
	Iteration 23Q: 3 clusters Score -1787522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1787539.625000 Penalty: 4962.169434
	Iteration 24Q: 3 clusters Score -1787540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1787549.000000 Penalty: 4962.169434
	Iteration 25Q: 3 clusters Score -1787549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1787563.750000 Penalty: 4962.169434
	Iteration 26Q: 3 clusters Score -1787564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1787569.500000 Penalty: 4962.169434
	Iteration 27Q: 3 clusters Score -1787570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1787571.375000 Penalty: 4962.169434
	Iteration 28Q: 3 clusters Score -1787571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1787575.625000 Penalty: 4962.169434
	Iteration 29Q: 3 clusters Score -1787576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1787577.875000 Penalty: 4962.169434
	Iteration 30Q: 3 clusters Score -1787578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1787578.375000 Penalty: 4962.169434
	Iteration 31Q: 3 clusters Score -1787578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1787578.750000 Penalty: 4962.169434
	Iteration 32Q: 3 clusters Score -1787579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1787579.750000 Penalty: 4962.169434
	Iteration 33Q: 3 clusters Score -1787580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1787579.750000 Penalty: 4962.169434
	Iteration 34F: 3 clusters Score -1787580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -4181101.000000 Penalty: 2692.611816
	Iteration 0F: 2 clusters Score -4181101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4146111.500000 Penalty: 5385.223633
	Iteration 0F: 3 clusters Score -4146112 nChanged 23935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4159613.000000 Penalty: 5385.223633
	Iteration 1F: 3 clusters Score -4159613 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4160335.250000 Penalty: 5385.223633
	Iteration 2Q: 3 clusters Score -4160335 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4161247.250000 Penalty: 5385.223633
	Iteration 3Q: 3 clusters Score -4161247 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4162479.250000 Penalty: 5385.223633
	Iteration 4Q: 3 clusters Score -4162479 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4164365.500000 Penalty: 5385.223633
	Iteration 5F: 3 clusters Score -4164366 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4167178.250000 Penalty: 5385.223633
	Iteration 6F: 3 clusters Score -4167178 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4170557.250000 Penalty: 5385.223633
	Iteration 7F: 3 clusters Score -4170557 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -4173506.500000 Penalty: 5385.223633
	Iteration 8F: 3 clusters Score -4173506 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4175682.500000 Penalty: 5385.223633
	Iteration 9Q: 3 clusters Score -4175682 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4177056.750000 Penalty: 5385.223633
	Iteration 10Q: 3 clusters Score -4177057 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4177779.250000 Penalty: 5385.223633
	Iteration 11Q: 3 clusters Score -4177779 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4178152.500000 Penalty: 5385.223633
	Iteration 12Q: 3 clusters Score -4178152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4178409.500000 Penalty: 5385.223633
	Iteration 13Q: 3 clusters Score -4178410 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4178564.500000 Penalty: 5385.223633
	Iteration 14Q: 3 clusters Score -4178564 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4178672.500000 Penalty: 5385.223633
	Iteration 15Q: 3 clusters Score -4178672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4178769.250000 Penalty: 5385.223633
	Iteration 16Q: 3 clusters Score -4178769 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4178834.500000 Penalty: 5385.223633
	Iteration 17Q: 3 clusters Score -4178834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4178864.000000 Penalty: 5385.223633
	Iteration 18Q: 3 clusters Score -4178864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4178885.750000 Penalty: 5385.223633
	Iteration 19Q: 3 clusters Score -4178886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4178916.750000 Penalty: 5385.223633
	Iteration 20F: 3 clusters Score -4178917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4178940.500000 Penalty: 5385.223633
	Iteration 21Q: 3 clusters Score -4178940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4178968.500000 Penalty: 5385.223633
	Iteration 22Q: 3 clusters Score -4178968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4179002.000000 Penalty: 5385.223633
	Iteration 23Q: 3 clusters Score -4179002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4179029.250000 Penalty: 5385.223633
	Iteration 24Q: 3 clusters Score -4179029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4179043.750000 Penalty: 5385.223633
	Iteration 25Q: 3 clusters Score -4179044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4179045.250000 Penalty: 5385.223633
	Iteration 26Q: 3 clusters Score -4179045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4179049.250000 Penalty: 5385.223633
	Iteration 27Q: 3 clusters Score -4179049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4179058.250000 Penalty: 5385.223633
	Iteration 28Q: 3 clusters Score -4179058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4179070.500000 Penalty: 5385.223633
	Iteration 29Q: 3 clusters Score -4179070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4179078.500000 Penalty: 5385.223633
	Iteration 30Q: 3 clusters Score -4179078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4179082.500000 Penalty: 5385.223633
	Iteration 31Q: 3 clusters Score -4179082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4179078.500000 Penalty: 5385.223633
	Iteration 32Q: 3 clusters Score -4179078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4179081.750000 Penalty: 5385.223633
	Iteration 33Q: 3 clusters Score -4179082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4179084.500000 Penalty: 5385.223633
	Iteration 34Q: 3 clusters Score -4179084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4179082.750000 Penalty: 5385.223633
	Iteration 35Q: 3 clusters Score -4179083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4179082.750000 Penalty: 5385.223633
	Iteration 36F: 3 clusters Score -4179083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Entering Unmasked Estep 
Score: -1282238.500000 Penalty: 2395.541016
	Iteration 0F: 2 clusters Score -1282238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1271011.375000 Penalty: 4791.082031
	Iteration 0F: 3 clusters Score -1271011 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1274606.500000 Penalty: 4791.082031
	Iteration 1F: 3 clusters Score -1274606 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1274954.250000 Penalty: 4791.082031
	Iteration 2F: 3 clusters Score -1274954 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1275215.375000 Penalty: 4791.082031
	Iteration 3Q: 3 clusters Score -1275215 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1275410.000000 Penalty: 4791.082031
	Iteration 4Q: 3 clusters Score -1275410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1275591.375000 Penalty: 4791.082031
	Iteration 5Q: 3 clusters Score -1275591 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1275739.875000 Penalty: 4791.082031
	Iteration 6Q: 3 clusters Score -1275740 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1275900.125000 Penalty: 4791.082031
	Iteration 7Q: 3 clusters Score -1275900 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1276079.625000 Penalty: 4791.082031
	Iteration 8Q: 3 clusters Score -1276080 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1276306.625000 Penalty: 4791.082031
	Iteration 9Q: 3 clusters Score -1276307 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1276620.750000 Penalty: 4791.082031
	Iteration 10Q: 3 clusters Score -1276621 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1277089.125000 Penalty: 4791.082031
	Iteration 11Q: 3 clusters Score -1277089 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1277694.625000 Penalty: 4791.082031
	Iteration 12F: 3 clusters Score -1277695 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1278358.000000 Penalty: 4791.082031
	Iteration 13F: 3 clusters Score -1278358 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1278963.125000 Penalty: 4791.082031
	Iteration 14Q: 3 clusters Score -1278963 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1279411.500000 Penalty: 4791.082031
	Iteration 15Q: 3 clusters Score -1279412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1279667.250000 Penalty: 4791.082031
	Iteration 16Q: 3 clusters Score -1279667 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1279819.875000 Penalty: 4791.082031
	Iteration 17Q: 3 clusters Score -1279820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1279915.625000 Penalty: 4791.082031
	Iteration 18Q: 3 clusters Score -1279916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1279983.250000 Penalty: 4791.082031
	Iteration 19Q: 3 clusters Score -1279983 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1280037.250000 Penalty: 4791.082031
	Iteration 20F: 3 clusters Score -1280037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1280072.125000 Penalty: 4791.082031
	Iteration 21Q: 3 clusters Score -1280072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1280093.500000 Penalty: 4791.082031
	Iteration 22Q: 3 clusters Score -1280094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1280113.750000 Penalty: 4791.082031
	Iteration 23Q: 3 clusters Score -1280114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1280120.875000 Penalty: 4791.082031
	Iteration 24Q: 3 clusters Score -1280121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1280131.875000 Penalty: 4791.082031
	Iteration 25Q: 3 clusters Score -1280132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1280140.000000 Penalty: 4791.082031
	Iteration 26Q: 3 clusters Score -1280140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1280148.625000 Penalty: 4791.082031
	Iteration 27Q: 3 clusters Score -1280149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1280157.875000 Penalty: 4791.082031
	Iteration 28Q: 3 clusters Score -1280158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1280159.250000 Penalty: 4791.082031
	Iteration 29Q: 3 clusters Score -1280159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1280170.500000 Penalty: 4791.082031
	Iteration 30Q: 3 clusters Score -1280170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1280176.750000 Penalty: 4791.082031
	Iteration 31Q: 3 clusters Score -1280177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1280177.500000 Penalty: 4791.082031
	Iteration 32Q: 3 clusters Score -1280178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1280180.750000 Penalty: 4791.082031
	Iteration 33Q: 3 clusters Score -1280181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1280187.500000 Penalty: 4791.082031
	Iteration 34Q: 3 clusters Score -1280188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1280190.000000 Penalty: 4791.082031
	Iteration 35Q: 3 clusters Score -1280190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1280192.750000 Penalty: 4791.082031
	Iteration 36Q: 3 clusters Score -1280193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1280195.500000 Penalty: 4791.082031
	Iteration 37Q: 3 clusters Score -1280196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1280195.500000 Penalty: 4791.082031
	Iteration 38F: 3 clusters Score -1280196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -745494.125000 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -745494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -738668.625000 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -738668.6 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -740645.562500 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -740645.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -740942.250000 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -740942.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -741165.812500 Penalty: 4495.535156
	Iteration 3F: 3 clusters Score -741165.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -741334.812500 Penalty: 4495.535156
	Iteration 4Q: 3 clusters Score -741334.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -741494.062500 Penalty: 4495.535156
	Iteration 5Q: 3 clusters Score -741494.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -741673.812500 Penalty: 4495.535156
	Iteration 6Q: 3 clusters Score -741673.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -741848.312500 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -741848.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -742008.625000 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -742008.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -742173.062500 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -742173.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -742351.375000 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -742351.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -742526.312500 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -742526.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -742695.000000 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -742695 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -742846.687500 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -742846.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -742981.562500 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -742981.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -743100.937500 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -743100.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -743179.312500 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -743179.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -743242.250000 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -743242.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -743293.875000 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -743293.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -743347.750000 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -743347.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -743388.375000 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -743388.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -743421.875000 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -743421.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -743449.750000 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -743449.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -743473.625000 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -743473.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -743494.312500 Penalty: 4495.535156
	Iteration 24Q: 3 clusters Score -743494.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -743514.375000 Penalty: 4495.535156
	Iteration 25Q: 3 clusters Score -743514.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -743526.437500 Penalty: 4495.535156
	Iteration 26Q: 3 clusters Score -743526.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -743538.312500 Penalty: 4495.535156
	Iteration 27Q: 3 clusters Score -743538.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -743550.187500 Penalty: 4495.535156
	Iteration 28Q: 3 clusters Score -743550.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -743560.250000 Penalty: 4495.535156
	Iteration 29Q: 3 clusters Score -743560.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -743572.562500 Penalty: 4495.535156
	Iteration 30Q: 3 clusters Score -743572.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -743578.000000 Penalty: 4495.535156
	Iteration 31Q: 3 clusters Score -743578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -743587.312500 Penalty: 4495.535156
	Iteration 32Q: 3 clusters Score -743587.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -743592.812500 Penalty: 4495.535156
	Iteration 33Q: 3 clusters Score -743592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -743598.062500 Penalty: 4495.535156
	Iteration 34Q: 3 clusters Score -743598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -743604.250000 Penalty: 4495.535156
	Iteration 35Q: 3 clusters Score -743604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -743607.687500 Penalty: 4495.535156
	Iteration 36Q: 3 clusters Score -743607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -743610.187500 Penalty: 4495.535156
	Iteration 37Q: 3 clusters Score -743610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -743611.625000 Penalty: 4495.535156
	Iteration 38Q: 3 clusters Score -743611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -743617.500000 Penalty: 4495.535156
	Iteration 39Q: 3 clusters Score -743617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -743618.312500 Penalty: 4495.535156
	Iteration 40F: 3 clusters Score -743618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -743622.187500 Penalty: 4495.535156
	Iteration 41Q: 3 clusters Score -743622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -743621.500000 Penalty: 4495.535156
	Iteration 42Q: 3 clusters Score -743621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -743622.750000 Penalty: 4495.535156
	Iteration 43Q: 3 clusters Score -743622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -743622.750000 Penalty: 4495.535156
	Iteration 44Q: 3 clusters Score -743622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -743622.875000 Penalty: 4495.535156
	Iteration 45Q: 3 clusters Score -743622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -743622.875000 Penalty: 4495.535156
	Iteration 46F: 3 clusters Score -743622.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Entering Unmasked Estep 
Score: -5044399.000000 Penalty: 2730.796143
	Iteration 0F: 2 clusters Score -5044399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5003543.000000 Penalty: 5461.592285
	Iteration 0F: 3 clusters Score -5003543 nChanged 28359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5019597.000000 Penalty: 5461.592285
	Iteration 1F: 3 clusters Score -5019597 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5020216.500000 Penalty: 5461.592285
	Iteration 2Q: 3 clusters Score -5020216 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -5020882.000000 Penalty: 5461.592285
	Iteration 3Q: 3 clusters Score -5020882 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5021665.500000 Penalty: 5461.592285
	Iteration 4Q: 3 clusters Score -5021666 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5022567.000000 Penalty: 5461.592285
	Iteration 5Q: 3 clusters Score -5022567 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5023814.000000 Penalty: 5461.592285
	Iteration 6Q: 3 clusters Score -5023814 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -5025701.500000 Penalty: 5461.592285
	Iteration 7F: 3 clusters Score -5025702 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -5028298.000000 Penalty: 5461.592285
	Iteration 8F: 3 clusters Score -5028298 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5031514.500000 Penalty: 5461.592285
	Iteration 9F: 3 clusters Score -5031514 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5034919.500000 Penalty: 5461.592285
	Iteration 10F: 3 clusters Score -5034920 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5037697.500000 Penalty: 5461.592285
	Iteration 11F: 3 clusters Score -5037698 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5039596.000000 Penalty: 5461.592285
	Iteration 12Q: 3 clusters Score -5039596 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5040777.000000 Penalty: 5461.592285
	Iteration 13Q: 3 clusters Score -5040777 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5041436.000000 Penalty: 5461.592285
	Iteration 14Q: 3 clusters Score -5041436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5041728.000000 Penalty: 5461.592285
	Iteration 15Q: 3 clusters Score -5041728 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5041904.000000 Penalty: 5461.592285
	Iteration 16Q: 3 clusters Score -5041904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5042031.500000 Penalty: 5461.592285
	Iteration 17Q: 3 clusters Score -5042032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5042113.000000 Penalty: 5461.592285
	Iteration 18Q: 3 clusters Score -5042113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5042161.000000 Penalty: 5461.592285
	Iteration 19Q: 3 clusters Score -5042161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5042192.500000 Penalty: 5461.592285
	Iteration 20F: 3 clusters Score -5042192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5042232.000000 Penalty: 5461.592285
	Iteration 21Q: 3 clusters Score -5042232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5042244.000000 Penalty: 5461.592285
	Iteration 22Q: 3 clusters Score -5042244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5042246.000000 Penalty: 5461.592285
	Iteration 23Q: 3 clusters Score -5042246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5042255.000000 Penalty: 5461.592285
	Iteration 24Q: 3 clusters Score -5042255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5042273.000000 Penalty: 5461.592285
	Iteration 25Q: 3 clusters Score -5042273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5042279.500000 Penalty: 5461.592285
	Iteration 26Q: 3 clusters Score -5042280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5042281.000000 Penalty: 5461.592285
	Iteration 27Q: 3 clusters Score -5042281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5042281.000000 Penalty: 5461.592285
	Iteration 28Q: 3 clusters Score -5042281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5042288.000000 Penalty: 5461.592285
	Iteration 29Q: 3 clusters Score -5042288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5042292.500000 Penalty: 5461.592285
	Iteration 30Q: 3 clusters Score -5042292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5042297.500000 Penalty: 5461.592285
	Iteration 31Q: 3 clusters Score -5042298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5042295.500000 Penalty: 5461.592285
	Iteration 32Q: 3 clusters Score -5042296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5042295.500000 Penalty: 5461.592285
	Iteration 33F: 3 clusters Score -5042296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -227195.718750 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -227195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224066.031250 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -224066 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -224755.171875 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -224755.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -224930.156250 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -224930.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -225050.703125 Penalty: 3944.148193
	Iteration 3F: 3 clusters Score -225050.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -225139.796875 Penalty: 3944.148193
	Iteration 4Q: 3 clusters Score -225139.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -225220.375000 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -225220.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -225298.109375 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -225298.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -225363.656250 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -225363.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -225417.765625 Penalty: 3944.148193
	Iteration 8Q: 3 clusters Score -225417.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -225465.125000 Penalty: 3944.148193
	Iteration 9Q: 3 clusters Score -225465.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -225501.046875 Penalty: 3944.148193
	Iteration 10Q: 3 clusters Score -225501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -225539.750000 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -225539.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -225569.687500 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -225569.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -225593.625000 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -225593.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -225614.234375 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -225614.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -225633.968750 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -225634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -225653.890625 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -225653.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -225668.062500 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -225668.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -225679.406250 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -225679.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225687.609375 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -225687.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -225695.593750 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -225695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -225698.593750 Penalty: 3944.148193
	Iteration 21Q: 3 clusters Score -225698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225700.843750 Penalty: 3944.148193
	Iteration 22Q: 3 clusters Score -225700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225700.843750 Penalty: 3944.148193
	Iteration 23F: 3 clusters Score -225700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Entering Unmasked Estep 
Score: -1798323.000000 Penalty: 2479.791992
	Iteration 0F: 2 clusters Score -1798323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1782910.250000 Penalty: 4959.583984
	Iteration 0F: 3 clusters Score -1782910 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1788256.000000 Penalty: 4959.583984
	Iteration 1F: 3 clusters Score -1788256 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1788704.750000 Penalty: 4959.583984
	Iteration 2F: 3 clusters Score -1788705 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1789137.000000 Penalty: 4959.583984
	Iteration 3Q: 3 clusters Score -1789137 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1789620.375000 Penalty: 4959.583984
	Iteration 4Q: 3 clusters Score -1789620 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1790233.250000 Penalty: 4959.583984
	Iteration 5Q: 3 clusters Score -1790233 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1790915.125000 Penalty: 4959.583984
	Iteration 6F: 3 clusters Score -1790915 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1791660.000000 Penalty: 4959.583984
	Iteration 7F: 3 clusters Score -1791660 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1792437.875000 Penalty: 4959.583984
	Iteration 8F: 3 clusters Score -1792438 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1793222.750000 Penalty: 4959.583984
	Iteration 9F: 3 clusters Score -1793223 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1793896.625000 Penalty: 4959.583984
	Iteration 10Q: 3 clusters Score -1793897 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1794369.250000 Penalty: 4959.583984
	Iteration 11Q: 3 clusters Score -1794369 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1794672.250000 Penalty: 4959.583984
	Iteration 12Q: 3 clusters Score -1794672 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1794886.625000 Penalty: 4959.583984
	Iteration 13Q: 3 clusters Score -1794887 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1795038.000000 Penalty: 4959.583984
	Iteration 14Q: 3 clusters Score -1795038 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1795131.250000 Penalty: 4959.583984
	Iteration 15Q: 3 clusters Score -1795131 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1795200.375000 Penalty: 4959.583984
	Iteration 16Q: 3 clusters Score -1795200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1795234.375000 Penalty: 4959.583984
	Iteration 17Q: 3 clusters Score -1795234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1795267.250000 Penalty: 4959.583984
	Iteration 18Q: 3 clusters Score -1795267 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1795293.125000 Penalty: 4959.583984
	Iteration 19Q: 3 clusters Score -1795293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1795315.125000 Penalty: 4959.583984
	Iteration 20F: 3 clusters Score -1795315 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1795339.500000 Penalty: 4959.583984
	Iteration 21Q: 3 clusters Score -1795340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1795368.875000 Penalty: 4959.583984
	Iteration 22Q: 3 clusters Score -1795369 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1795387.125000 Penalty: 4959.583984
	Iteration 23Q: 3 clusters Score -1795387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1795405.750000 Penalty: 4959.583984
	Iteration 24Q: 3 clusters Score -1795406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1795426.625000 Penalty: 4959.583984
	Iteration 25Q: 3 clusters Score -1795427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1795438.875000 Penalty: 4959.583984
	Iteration 26Q: 3 clusters Score -1795439 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1795456.125000 Penalty: 4959.583984
	Iteration 27Q: 3 clusters Score -1795456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1795469.250000 Penalty: 4959.583984
	Iteration 28Q: 3 clusters Score -1795469 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1795480.125000 Penalty: 4959.583984
	Iteration 29Q: 3 clusters Score -1795480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1795485.750000 Penalty: 4959.583984
	Iteration 30Q: 3 clusters Score -1795486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1795499.875000 Penalty: 4959.583984
	Iteration 31Q: 3 clusters Score -1795500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1795507.750000 Penalty: 4959.583984
	Iteration 32Q: 3 clusters Score -1795508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1795510.250000 Penalty: 4959.583984
	Iteration 33Q: 3 clusters Score -1795510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1795518.250000 Penalty: 4959.583984
	Iteration 34Q: 3 clusters Score -1795518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1795528.000000 Penalty: 4959.583984
	Iteration 35Q: 3 clusters Score -1795528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1795530.000000 Penalty: 4959.583984
	Iteration 36Q: 3 clusters Score -1795530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1795536.625000 Penalty: 4959.583984
	Iteration 37Q: 3 clusters Score -1795537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1795545.750000 Penalty: 4959.583984
	Iteration 38Q: 3 clusters Score -1795546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1795554.375000 Penalty: 4959.583984
	Iteration 39Q: 3 clusters Score -1795554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1795563.000000 Penalty: 4959.583984
	Iteration 40F: 3 clusters Score -1795563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1795574.000000 Penalty: 4959.583984
	Iteration 41Q: 3 clusters Score -1795574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1795583.250000 Penalty: 4959.583984
	Iteration 42Q: 3 clusters Score -1795583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1795591.500000 Penalty: 4959.583984
	Iteration 43Q: 3 clusters Score -1795592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1795599.375000 Penalty: 4959.583984
	Iteration 44Q: 3 clusters Score -1795599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1795606.875000 Penalty: 4959.583984
	Iteration 45Q: 3 clusters Score -1795607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1795624.125000 Penalty: 4959.583984
	Iteration 46Q: 3 clusters Score -1795624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1795635.375000 Penalty: 4959.583984
	Iteration 47Q: 3 clusters Score -1795635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1795646.250000 Penalty: 4959.583984
	Iteration 48Q: 3 clusters Score -1795646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1795651.375000 Penalty: 4959.583984
	Iteration 49Q: 3 clusters Score -1795651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1795661.875000 Penalty: 4959.583984
	Iteration 50Q: 3 clusters Score -1795662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1795676.750000 Penalty: 4959.583984
	Iteration 51Q: 3 clusters Score -1795677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1795685.125000 Penalty: 4959.583984
	Iteration 52Q: 3 clusters Score -1795685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1795691.625000 Penalty: 4959.583984
	Iteration 53Q: 3 clusters Score -1795692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1795708.750000 Penalty: 4959.583984
	Iteration 54Q: 3 clusters Score -1795709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1795713.125000 Penalty: 4959.583984
	Iteration 55Q: 3 clusters Score -1795713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1795714.750000 Penalty: 4959.583984
	Iteration 56Q: 3 clusters Score -1795715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1795721.750000 Penalty: 4959.583984
	Iteration 57Q: 3 clusters Score -1795722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1795732.625000 Penalty: 4959.583984
	Iteration 58Q: 3 clusters Score -1795733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1795740.500000 Penalty: 4959.583984
	Iteration 59Q: 3 clusters Score -1795740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1795756.125000 Penalty: 4959.583984
	Iteration 60F: 3 clusters Score -1795756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1795765.375000 Penalty: 4959.583984
	Iteration 61Q: 3 clusters Score -1795765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1795780.000000 Penalty: 4959.583984
	Iteration 62Q: 3 clusters Score -1795780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1795796.250000 Penalty: 4959.583984
	Iteration 63Q: 3 clusters Score -1795796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1795812.125000 Penalty: 4959.583984
	Iteration 64Q: 3 clusters Score -1795812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1795821.500000 Penalty: 4959.583984
	Iteration 65Q: 3 clusters Score -1795822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1795835.875000 Penalty: 4959.583984
	Iteration 66Q: 3 clusters Score -1795836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1795847.875000 Penalty: 4959.583984
	Iteration 67Q: 3 clusters Score -1795848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1795854.875000 Penalty: 4959.583984
	Iteration 68Q: 3 clusters Score -1795855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -1795875.250000 Penalty: 4959.583984
	Iteration 69Q: 3 clusters Score -1795875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1795891.625000 Penalty: 4959.583984
	Iteration 70Q: 3 clusters Score -1795892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1795903.875000 Penalty: 4959.583984
	Iteration 71Q: 3 clusters Score -1795904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1795920.500000 Penalty: 4959.583984
	Iteration 72Q: 3 clusters Score -1795920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1795939.125000 Penalty: 4959.583984
	Iteration 73Q: 3 clusters Score -1795939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1795964.750000 Penalty: 4959.583984
	Iteration 74Q: 3 clusters Score -1795965 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -1795982.250000 Penalty: 4959.583984
	Iteration 75Q: 3 clusters Score -1795982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1796006.875000 Penalty: 4959.583984
	Iteration 76Q: 3 clusters Score -1796007 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1796033.500000 Penalty: 4959.583984
	Iteration 77Q: 3 clusters Score -1796034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -1796069.375000 Penalty: 4959.583984
	Iteration 78Q: 3 clusters Score -1796069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1796097.875000 Penalty: 4959.583984
	Iteration 79Q: 3 clusters Score -1796098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1796129.000000 Penalty: 4959.583984
	Iteration 80F: 3 clusters Score -1796129 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1796165.625000 Penalty: 4959.583984
	Iteration 81Q: 3 clusters Score -1796166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1796214.500000 Penalty: 4959.583984
	Iteration 82Q: 3 clusters Score -1796214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1796252.625000 Penalty: 4959.583984
	Iteration 83Q: 3 clusters Score -1796253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1796292.750000 Penalty: 4959.583984
	Iteration 84Q: 3 clusters Score -1796293 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1796335.125000 Penalty: 4959.583984
	Iteration 85Q: 3 clusters Score -1796335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1796375.500000 Penalty: 4959.583984
	Iteration 86Q: 3 clusters Score -1796376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1796431.750000 Penalty: 4959.583984
	Iteration 87Q: 3 clusters Score -1796432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1796485.875000 Penalty: 4959.583984
	Iteration 88Q: 3 clusters Score -1796486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1796546.500000 Penalty: 4959.583984
	Iteration 89Q: 3 clusters Score -1796546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1796632.875000 Penalty: 4959.583984
	Iteration 90Q: 3 clusters Score -1796633 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1796696.125000 Penalty: 4959.583984
	Iteration 91Q: 3 clusters Score -1796696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1796772.875000 Penalty: 4959.583984
	Iteration 92Q: 3 clusters Score -1796773 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1796841.500000 Penalty: 4959.583984
	Iteration 93Q: 3 clusters Score -1796842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1796934.625000 Penalty: 4959.583984
	Iteration 94Q: 3 clusters Score -1796935 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1797027.000000 Penalty: 4959.583984
	Iteration 95Q: 3 clusters Score -1797027 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1797132.250000 Penalty: 4959.583984
	Iteration 96Q: 3 clusters Score -1797132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -1797207.750000 Penalty: 4959.583984
	Iteration 97Q: 3 clusters Score -1797208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -1797273.000000 Penalty: 4959.583984
	Iteration 98Q: 3 clusters Score -1797273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1797308.000000 Penalty: 4959.583984
	Iteration 99Q: 3 clusters Score -1797308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1797329.250000 Penalty: 4959.583984
	Iteration 100F: 3 clusters Score -1797329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -1797336.250000 Penalty: 4959.583984
	Iteration 101Q: 3 clusters Score -1797336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1797342.125000 Penalty: 4959.583984
	Iteration 102Q: 3 clusters Score -1797342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1797352.625000 Penalty: 4959.583984
	Iteration 103Q: 3 clusters Score -1797353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1797357.125000 Penalty: 4959.583984
	Iteration 104Q: 3 clusters Score -1797357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1797361.000000 Penalty: 4959.583984
	Iteration 105Q: 3 clusters Score -1797361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -1797366.875000 Penalty: 4959.583984
	Iteration 106Q: 3 clusters Score -1797367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1797369.750000 Penalty: 4959.583984
	Iteration 107Q: 3 clusters Score -1797370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1797368.625000 Penalty: 4959.583984
	Iteration 108Q: 3 clusters Score -1797369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1797368.625000 Penalty: 4959.583984
	Iteration 109F: 3 clusters Score -1797369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -500223.343750 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -500223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -494354.375000 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -494354.4 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -496618.937500 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -496618.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -497492.375000 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -497492.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -498268.906250 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -498268.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -498848.937500 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -498848.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -499180.781250 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -499180.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -499371.218750 Penalty: 4403.527344
	Iteration 6Q: 3 clusters Score -499371.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -499464.500000 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -499464.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -499523.718750 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -499523.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -499561.656250 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -499561.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -499581.218750 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -499581.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -499589.000000 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -499589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -499593.687500 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -499593.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -499599.125000 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -499599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -499600.875000 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -499600.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -499603.312500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -499603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -499603.718750 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -499603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -499604.437500 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -499604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -499605.281250 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -499605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -499606.750000 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -499606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -499606.406250 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -499606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -499607.718750 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -499607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -499607.718750 Penalty: 4403.527344
	Iteration 22F: 3 clusters Score -499607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -754802.250000 Penalty: 2258.722900
	Iteration 0F: 2 clusters Score -754802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -747744.312500 Penalty: 4517.445801
	Iteration 0F: 3 clusters Score -747744.3 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -749844.812500 Penalty: 4517.445801
	Iteration 1F: 3 clusters Score -749844.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -750291.937500 Penalty: 4517.445801
	Iteration 2F: 3 clusters Score -750291.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -750795.500000 Penalty: 4517.445801
	Iteration 3F: 3 clusters Score -750795.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -751366.750000 Penalty: 4517.445801
	Iteration 4F: 3 clusters Score -751366.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -751934.875000 Penalty: 4517.445801
	Iteration 5F: 3 clusters Score -751934.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -752463.000000 Penalty: 4517.445801
	Iteration 6F: 3 clusters Score -752463 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -752865.562500 Penalty: 4517.445801
	Iteration 7F: 3 clusters Score -752865.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -753167.750000 Penalty: 4517.445801
	Iteration 8Q: 3 clusters Score -753167.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -753358.375000 Penalty: 4517.445801
	Iteration 9Q: 3 clusters Score -753358.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -753482.437500 Penalty: 4517.445801
	Iteration 10Q: 3 clusters Score -753482.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -753568.562500 Penalty: 4517.445801
	Iteration 11Q: 3 clusters Score -753568.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -753617.750000 Penalty: 4517.445801
	Iteration 12Q: 3 clusters Score -753617.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -753653.312500 Penalty: 4517.445801
	Iteration 13Q: 3 clusters Score -753653.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -753677.562500 Penalty: 4517.445801
	Iteration 14Q: 3 clusters Score -753677.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -753707.500000 Penalty: 4517.445801
	Iteration 15Q: 3 clusters Score -753707.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -753748.750000 Penalty: 4517.445801
	Iteration 16Q: 3 clusters Score -753748.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -753786.375000 Penalty: 4517.445801
	Iteration 17Q: 3 clusters Score -753786.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -753815.937500 Penalty: 4517.445801
	Iteration 18Q: 3 clusters Score -753815.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -753845.625000 Penalty: 4517.445801
	Iteration 19Q: 3 clusters Score -753845.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -753872.750000 Penalty: 4517.445801
	Iteration 20F: 3 clusters Score -753872.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -753899.937500 Penalty: 4517.445801
	Iteration 21Q: 3 clusters Score -753899.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -753930.750000 Penalty: 4517.445801
	Iteration 22Q: 3 clusters Score -753930.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -753952.187500 Penalty: 4517.445801
	Iteration 23Q: 3 clusters Score -753952.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -753974.750000 Penalty: 4517.445801
	Iteration 24Q: 3 clusters Score -753974.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -753987.312500 Penalty: 4517.445801
	Iteration 25Q: 3 clusters Score -753987.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -753993.750000 Penalty: 4517.445801
	Iteration 26Q: 3 clusters Score -753993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -753996.250000 Penalty: 4517.445801
	Iteration 27Q: 3 clusters Score -753996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -753998.125000 Penalty: 4517.445801
	Iteration 28Q: 3 clusters Score -753998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -753999.625000 Penalty: 4517.445801
	Iteration 29Q: 3 clusters Score -753999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -753999.000000 Penalty: 4517.445801
	Iteration 30Q: 3 clusters Score -753999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -754000.562500 Penalty: 4517.445801
	Iteration 31Q: 3 clusters Score -754000.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -754000.562500 Penalty: 4517.445801
	Iteration 32F: 3 clusters Score -754000.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -162447.687500 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -162447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159841.859375 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -159841.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -160366.734375 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -160366.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -160521.203125 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -160521.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -160633.109375 Penalty: 3779.383301
	Iteration 3Q: 3 clusters Score -160633.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -160738.031250 Penalty: 3779.383301
	Iteration 4Q: 3 clusters Score -160738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -160821.890625 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -160821.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -160889.609375 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -160889.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -160955.000000 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -160955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -161010.468750 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -161010.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -161063.078125 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -161063.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -161111.531250 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -161111.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -161138.734375 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -161138.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -161151.203125 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -161151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -161157.359375 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -161157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -161168.609375 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -161168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -161176.734375 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -161176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -161183.468750 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -161183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -161187.640625 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -161187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -161188.421875 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -161188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -161189.078125 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -161189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -161190.046875 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -161190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -161192.390625 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -161192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -161195.656250 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -161195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -161197.828125 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -161197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -161199.281250 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -161199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -161199.953125 Penalty: 3779.383301
	Iteration 25Q: 3 clusters Score -161200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -161202.093750 Penalty: 3779.383301
	Iteration 26Q: 3 clusters Score -161202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -161203.640625 Penalty: 3779.383301
	Iteration 27Q: 3 clusters Score -161203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -161204.140625 Penalty: 3779.383301
	Iteration 28Q: 3 clusters Score -161204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -161206.484375 Penalty: 3779.383301
	Iteration 29Q: 3 clusters Score -161206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -161207.968750 Penalty: 3779.383301
	Iteration 30Q: 3 clusters Score -161208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -161208.656250 Penalty: 3779.383301
	Iteration 31Q: 3 clusters Score -161208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -161208.656250 Penalty: 3779.383301
	Iteration 32F: 3 clusters Score -161208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -851482.875000 Penalty: 2326.302490
	Iteration 0F: 2 clusters Score -851482.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -842641.062500 Penalty: 4652.604980
	Iteration 0F: 3 clusters Score -842641.1 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -845626.750000 Penalty: 4652.604980
	Iteration 1F: 3 clusters Score -845626.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -846149.875000 Penalty: 4652.604980
	Iteration 2F: 3 clusters Score -846149.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -846586.500000 Penalty: 4652.604980
	Iteration 3F: 3 clusters Score -846586.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -846961.625000 Penalty: 4652.604980
	Iteration 4F: 3 clusters Score -846961.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -847279.000000 Penalty: 4652.604980
	Iteration 5Q: 3 clusters Score -847279 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -847544.812500 Penalty: 4652.604980
	Iteration 6Q: 3 clusters Score -847544.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -847743.000000 Penalty: 4652.604980
	Iteration 7Q: 3 clusters Score -847743 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -847935.750000 Penalty: 4652.604980
	Iteration 8Q: 3 clusters Score -847935.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -848071.125000 Penalty: 4652.604980
	Iteration 9Q: 3 clusters Score -848071.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -848169.062500 Penalty: 4652.604980
	Iteration 10Q: 3 clusters Score -848169.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -848251.375000 Penalty: 4652.604980
	Iteration 11Q: 3 clusters Score -848251.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -848318.875000 Penalty: 4652.604980
	Iteration 12Q: 3 clusters Score -848318.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -848379.187500 Penalty: 4652.604980
	Iteration 13Q: 3 clusters Score -848379.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -848429.437500 Penalty: 4652.604980
	Iteration 14Q: 3 clusters Score -848429.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -848481.750000 Penalty: 4652.604980
	Iteration 15Q: 3 clusters Score -848481.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -848535.187500 Penalty: 4652.604980
	Iteration 16Q: 3 clusters Score -848535.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -848589.437500 Penalty: 4652.604980
	Iteration 17Q: 3 clusters Score -848589.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -848629.125000 Penalty: 4652.604980
	Iteration 18Q: 3 clusters Score -848629.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -848675.375000 Penalty: 4652.604980
	Iteration 19Q: 3 clusters Score -848675.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -848713.250000 Penalty: 4652.604980
	Iteration 20F: 3 clusters Score -848713.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -848744.875000 Penalty: 4652.604980
	Iteration 21Q: 3 clusters Score -848744.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -848771.500000 Penalty: 4652.604980
	Iteration 22Q: 3 clusters Score -848771.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -848799.000000 Penalty: 4652.604980
	Iteration 23Q: 3 clusters Score -848799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -848823.125000 Penalty: 4652.604980
	Iteration 24Q: 3 clusters Score -848823.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -848853.875000 Penalty: 4652.604980
	Iteration 25Q: 3 clusters Score -848853.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -848891.812500 Penalty: 4652.604980
	Iteration 26Q: 3 clusters Score -848891.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -848914.687500 Penalty: 4652.604980
	Iteration 27Q: 3 clusters Score -848914.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -848933.937500 Penalty: 4652.604980
	Iteration 28Q: 3 clusters Score -848933.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -848954.062500 Penalty: 4652.604980
	Iteration 29Q: 3 clusters Score -848954.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -848968.062500 Penalty: 4652.604980
	Iteration 30Q: 3 clusters Score -848968.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -848977.750000 Penalty: 4652.604980
	Iteration 31Q: 3 clusters Score -848977.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -848992.812500 Penalty: 4652.604980
	Iteration 32Q: 3 clusters Score -848992.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -849013.750000 Penalty: 4652.604980
	Iteration 33Q: 3 clusters Score -849013.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -849036.562500 Penalty: 4652.604980
	Iteration 34Q: 3 clusters Score -849036.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -849055.625000 Penalty: 4652.604980
	Iteration 35Q: 3 clusters Score -849055.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -849070.937500 Penalty: 4652.604980
	Iteration 36Q: 3 clusters Score -849070.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -849087.687500 Penalty: 4652.604980
	Iteration 37Q: 3 clusters Score -849087.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -849100.687500 Penalty: 4652.604980
	Iteration 38Q: 3 clusters Score -849100.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -849113.125000 Penalty: 4652.604980
	Iteration 39Q: 3 clusters Score -849113.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -849121.625000 Penalty: 4652.604980
	Iteration 40F: 3 clusters Score -849121.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -849132.687500 Penalty: 4652.604980
	Iteration 41Q: 3 clusters Score -849132.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -849146.250000 Penalty: 4652.604980
	Iteration 42Q: 3 clusters Score -849146.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -849168.562500 Penalty: 4652.604980
	Iteration 43Q: 3 clusters Score -849168.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -849187.625000 Penalty: 4652.604980
	Iteration 44Q: 3 clusters Score -849187.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -849206.062500 Penalty: 4652.604980
	Iteration 45Q: 3 clusters Score -849206.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -849227.500000 Penalty: 4652.604980
	Iteration 46Q: 3 clusters Score -849227.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -849253.437500 Penalty: 4652.604980
	Iteration 47Q: 3 clusters Score -849253.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -849283.812500 Penalty: 4652.604980
	Iteration 48Q: 3 clusters Score -849283.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -849309.375000 Penalty: 4652.604980
	Iteration 49Q: 3 clusters Score -849309.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -849340.250000 Penalty: 4652.604980
	Iteration 50Q: 3 clusters Score -849340.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -849367.562500 Penalty: 4652.604980
	Iteration 51Q: 3 clusters Score -849367.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -849386.187500 Penalty: 4652.604980
	Iteration 52Q: 3 clusters Score -849386.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -849402.437500 Penalty: 4652.604980
	Iteration 53Q: 3 clusters Score -849402.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -849417.625000 Penalty: 4652.604980
	Iteration 54Q: 3 clusters Score -849417.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -849433.437500 Penalty: 4652.604980
	Iteration 55Q: 3 clusters Score -849433.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -849457.875000 Penalty: 4652.604980
	Iteration 56Q: 3 clusters Score -849457.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -849471.750000 Penalty: 4652.604980
	Iteration 57Q: 3 clusters Score -849471.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -849488.937500 Penalty: 4652.604980
	Iteration 58Q: 3 clusters Score -849488.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -849511.125000 Penalty: 4652.604980
	Iteration 59Q: 3 clusters Score -849511.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -849532.500000 Penalty: 4652.604980
	Iteration 60F: 3 clusters Score -849532.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -849550.937500 Penalty: 4652.604980
	Iteration 61Q: 3 clusters Score -849550.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -849568.375000 Penalty: 4652.604980
	Iteration 62Q: 3 clusters Score -849568.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -849586.500000 Penalty: 4652.604980
	Iteration 63Q: 3 clusters Score -849586.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -849593.250000 Penalty: 4652.604980
	Iteration 64Q: 3 clusters Score -849593.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -849600.562500 Penalty: 4652.604980
	Iteration 65Q: 3 clusters Score -849600.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -849608.187500 Penalty: 4652.604980
	Iteration 66Q: 3 clusters Score -849608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -849616.312500 Penalty: 4652.604980
	Iteration 67Q: 3 clusters Score -849616.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -849621.000000 Penalty: 4652.604980
	Iteration 68Q: 3 clusters Score -849621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -849624.000000 Penalty: 4652.604980
	Iteration 69Q: 3 clusters Score -849624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -849631.812500 Penalty: 4652.604980
	Iteration 70Q: 3 clusters Score -849631.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -849638.187500 Penalty: 4652.604980
	Iteration 71Q: 3 clusters Score -849638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -849643.562500 Penalty: 4652.604980
	Iteration 72Q: 3 clusters Score -849643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -849650.125000 Penalty: 4652.604980
	Iteration 73Q: 3 clusters Score -849650.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -849656.187500 Penalty: 4652.604980
	Iteration 74Q: 3 clusters Score -849656.2 nChanged 14
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: -849661.812500 Penalty: 4652.604980
	Iteration 75Q: 3 clusters Score -849661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -849662.687500 Penalty: 4652.604980
	Iteration 76Q: 3 clusters Score -849662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -849665.625000 Penalty: 4652.604980
	Iteration 77Q: 3 clusters Score -849665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -849667.375000 Penalty: 4652.604980
	Iteration 78Q: 3 clusters Score -849667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -849669.250000 Penalty: 4652.604980
	Iteration 79Q: 3 clusters Score -849669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -849671.625000 Penalty: 4652.604980
	Iteration 80F: 3 clusters Score -849671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -849672.437500 Penalty: 4652.604980
	Iteration 81Q: 3 clusters Score -849672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -849674.562500 Penalty: 4652.604980
	Iteration 82Q: 3 clusters Score -849674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -849673.812500 Penalty: 4652.604980
	Iteration 83Q: 3 clusters Score -849673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -849677.312500 Penalty: 4652.604980
	Iteration 84Q: 3 clusters Score -849677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -849679.062500 Penalty: 4652.604980
	Iteration 85Q: 3 clusters Score -849679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -849680.000000 Penalty: 4652.604980
	Iteration 86Q: 3 clusters Score -849680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -849679.250000 Penalty: 4652.604980
	Iteration 87Q: 3 clusters Score -849679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -849679.875000 Penalty: 4652.604980
	Iteration 88Q: 3 clusters Score -849679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -849681.750000 Penalty: 4652.604980
	Iteration 89Q: 3 clusters Score -849681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -849683.812500 Penalty: 4652.604980
	Iteration 90Q: 3 clusters Score -849683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -849684.500000 Penalty: 4652.604980
	Iteration 91Q: 3 clusters Score -849684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -849685.062500 Penalty: 4652.604980
	Iteration 92Q: 3 clusters Score -849685.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -849685.750000 Penalty: 4652.604980
	Iteration 93Q: 3 clusters Score -849685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -849686.437500 Penalty: 4652.604980
	Iteration 94Q: 3 clusters Score -849686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -849688.937500 Penalty: 4652.604980
	Iteration 95Q: 3 clusters Score -849688.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -849690.125000 Penalty: 4652.604980
	Iteration 96Q: 3 clusters Score -849690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -849690.500000 Penalty: 4652.604980
	Iteration 97Q: 3 clusters Score -849690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -849690.500000 Penalty: 4652.604980
	Iteration 98F: 3 clusters Score -849690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Entering Unmasked Estep 
Score: -851404.687500 Penalty: 2293.676514
	Iteration 0F: 2 clusters Score -851404.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -843476.500000 Penalty: 4587.353027
	Iteration 0F: 3 clusters Score -843476.5 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -845977.062500 Penalty: 4587.353027
	Iteration 1F: 3 clusters Score -845977.1 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -846486.500000 Penalty: 4587.353027
	Iteration 2F: 3 clusters Score -846486.5 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -846912.000000 Penalty: 4587.353027
	Iteration 3F: 3 clusters Score -846912 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -847346.562500 Penalty: 4587.353027
	Iteration 4F: 3 clusters Score -847346.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -847740.437500 Penalty: 4587.353027
	Iteration 5F: 3 clusters Score -847740.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -848094.875000 Penalty: 4587.353027
	Iteration 6F: 3 clusters Score -848094.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -848323.250000 Penalty: 4587.353027
	Iteration 7Q: 3 clusters Score -848323.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -848496.312500 Penalty: 4587.353027
	Iteration 8Q: 3 clusters Score -848496.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -848617.812500 Penalty: 4587.353027
	Iteration 9Q: 3 clusters Score -848617.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -848688.812500 Penalty: 4587.353027
	Iteration 10Q: 3 clusters Score -848688.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -848750.187500 Penalty: 4587.353027
	Iteration 11Q: 3 clusters Score -848750.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -848797.875000 Penalty: 4587.353027
	Iteration 12Q: 3 clusters Score -848797.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -848832.687500 Penalty: 4587.353027
	Iteration 13Q: 3 clusters Score -848832.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -848861.312500 Penalty: 4587.353027
	Iteration 14Q: 3 clusters Score -848861.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -848882.625000 Penalty: 4587.353027
	Iteration 15Q: 3 clusters Score -848882.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -848898.062500 Penalty: 4587.353027
	Iteration 16Q: 3 clusters Score -848898.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -848916.000000 Penalty: 4587.353027
	Iteration 17Q: 3 clusters Score -848916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -848936.937500 Penalty: 4587.353027
	Iteration 18Q: 3 clusters Score -848936.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -848951.375000 Penalty: 4587.353027
	Iteration 19Q: 3 clusters Score -848951.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -848962.750000 Penalty: 4587.353027
	Iteration 20F: 3 clusters Score -848962.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -848975.812500 Penalty: 4587.353027
	Iteration 21Q: 3 clusters Score -848975.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -848985.062500 Penalty: 4587.353027
	Iteration 22Q: 3 clusters Score -848985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -848992.812500 Penalty: 4587.353027
	Iteration 23Q: 3 clusters Score -848992.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -849004.062500 Penalty: 4587.353027
	Iteration 24Q: 3 clusters Score -849004.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -849013.312500 Penalty: 4587.353027
	Iteration 25Q: 3 clusters Score -849013.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -849020.500000 Penalty: 4587.353027
	Iteration 26Q: 3 clusters Score -849020.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -849031.187500 Penalty: 4587.353027
	Iteration 27Q: 3 clusters Score -849031.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -849037.750000 Penalty: 4587.353027
	Iteration 28Q: 3 clusters Score -849037.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -849045.375000 Penalty: 4587.353027
	Iteration 29Q: 3 clusters Score -849045.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -849054.000000 Penalty: 4587.353027
	Iteration 30Q: 3 clusters Score -849054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -849061.125000 Penalty: 4587.353027
	Iteration 31Q: 3 clusters Score -849061.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -849069.750000 Penalty: 4587.353027
	Iteration 32Q: 3 clusters Score -849069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -849076.062500 Penalty: 4587.353027
	Iteration 33Q: 3 clusters Score -849076.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -849078.750000 Penalty: 4587.353027
	Iteration 34Q: 3 clusters Score -849078.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -849082.562500 Penalty: 4587.353027
	Iteration 35Q: 3 clusters Score -849082.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -849087.000000 Penalty: 4587.353027
	Iteration 36Q: 3 clusters Score -849087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -849092.125000 Penalty: 4587.353027
	Iteration 37Q: 3 clusters Score -849092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -849098.125000 Penalty: 4587.353027
	Iteration 38Q: 3 clusters Score -849098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -849101.312500 Penalty: 4587.353027
	Iteration 39Q: 3 clusters Score -849101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -849105.500000 Penalty: 4587.353027
	Iteration 40F: 3 clusters Score -849105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -849109.562500 Penalty: 4587.353027
	Iteration 41Q: 3 clusters Score -849109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -849110.812500 Penalty: 4587.353027
	Iteration 42Q: 3 clusters Score -849110.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -849115.437500 Penalty: 4587.353027
	Iteration 43Q: 3 clusters Score -849115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -849118.750000 Penalty: 4587.353027
	Iteration 44Q: 3 clusters Score -849118.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -849121.687500 Penalty: 4587.353027
	Iteration 45Q: 3 clusters Score -849121.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -849124.312500 Penalty: 4587.353027
	Iteration 46Q: 3 clusters Score -849124.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -849130.062500 Penalty: 4587.353027
	Iteration 47Q: 3 clusters Score -849130.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -849137.250000 Penalty: 4587.353027
	Iteration 48Q: 3 clusters Score -849137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -849144.687500 Penalty: 4587.353027
	Iteration 49Q: 3 clusters Score -849144.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -849153.562500 Penalty: 4587.353027
	Iteration 50Q: 3 clusters Score -849153.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -849158.875000 Penalty: 4587.353027
	Iteration 51Q: 3 clusters Score -849158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -849165.750000 Penalty: 4587.353027
	Iteration 52Q: 3 clusters Score -849165.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -849171.562500 Penalty: 4587.353027
	Iteration 53Q: 3 clusters Score -849171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -849175.750000 Penalty: 4587.353027
	Iteration 54Q: 3 clusters Score -849175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -849177.062500 Penalty: 4587.353027
	Iteration 55Q: 3 clusters Score -849177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -849179.687500 Penalty: 4587.353027
	Iteration 56Q: 3 clusters Score -849179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -849183.187500 Penalty: 4587.353027
	Iteration 57Q: 3 clusters Score -849183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -849185.062500 Penalty: 4587.353027
	Iteration 58Q: 3 clusters Score -849185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -849187.187500 Penalty: 4587.353027
	Iteration 59Q: 3 clusters Score -849187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -849191.500000 Penalty: 4587.353027
	Iteration 60F: 3 clusters Score -849191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -849197.625000 Penalty: 4587.353027
	Iteration 61Q: 3 clusters Score -849197.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -849200.437500 Penalty: 4587.353027
	Iteration 62Q: 3 clusters Score -849200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -849201.375000 Penalty: 4587.353027
	Iteration 63Q: 3 clusters Score -849201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -849201.687500 Penalty: 4587.353027
	Iteration 64Q: 3 clusters Score -849201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -849203.812500 Penalty: 4587.353027
	Iteration 65Q: 3 clusters Score -849203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -849204.812500 Penalty: 4587.353027
	Iteration 66Q: 3 clusters Score -849204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -849206.062500 Penalty: 4587.353027
	Iteration 67Q: 3 clusters Score -849206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -849207.250000 Penalty: 4587.353027
	Iteration 68Q: 3 clusters Score -849207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -849208.437500 Penalty: 4587.353027
	Iteration 69Q: 3 clusters Score -849208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -849209.625000 Penalty: 4587.353027
	Iteration 70Q: 3 clusters Score -849209.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -849209.125000 Penalty: 4587.353027
	Iteration 71Q: 3 clusters Score -849209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -849211.125000 Penalty: 4587.353027
	Iteration 72Q: 3 clusters Score -849211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -849212.750000 Penalty: 4587.353027
	Iteration 73Q: 3 clusters Score -849212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -849214.625000 Penalty: 4587.353027
	Iteration 74Q: 3 clusters Score -849214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -849212.312500 Penalty: 4587.353027
	Iteration 75Q: 3 clusters Score -849212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -849218.562500 Penalty: 4587.353027
	Iteration 76Q: 3 clusters Score -849218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -849221.375000 Penalty: 4587.353027
	Iteration 77Q: 3 clusters Score -849221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -849224.687500 Penalty: 4587.353027
	Iteration 78Q: 3 clusters Score -849224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -849228.625000 Penalty: 4587.353027
	Iteration 79Q: 3 clusters Score -849228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -849231.125000 Penalty: 4587.353027
	Iteration 80F: 3 clusters Score -849231.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -849235.625000 Penalty: 4587.353027
	Iteration 81Q: 3 clusters Score -849235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -849239.375000 Penalty: 4587.353027
	Iteration 82Q: 3 clusters Score -849239.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -849244.000000 Penalty: 4587.353027
	Iteration 83Q: 3 clusters Score -849244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -849249.750000 Penalty: 4587.353027
	Iteration 84Q: 3 clusters Score -849249.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -849260.875000 Penalty: 4587.353027
	Iteration 85Q: 3 clusters Score -849260.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -849265.375000 Penalty: 4587.353027
	Iteration 86Q: 3 clusters Score -849265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -849272.250000 Penalty: 4587.353027
	Iteration 87Q: 3 clusters Score -849272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -849274.312500 Penalty: 4587.353027
	Iteration 88Q: 3 clusters Score -849274.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -849277.750000 Penalty: 4587.353027
	Iteration 89Q: 3 clusters Score -849277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -849282.187500 Penalty: 4587.353027
	Iteration 90Q: 3 clusters Score -849282.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -849286.500000 Penalty: 4587.353027
	Iteration 91Q: 3 clusters Score -849286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -849290.500000 Penalty: 4587.353027
	Iteration 92Q: 3 clusters Score -849290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -849291.312500 Penalty: 4587.353027
	Iteration 93Q: 3 clusters Score -849291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -849295.625000 Penalty: 4587.353027
	Iteration 94Q: 3 clusters Score -849295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -849295.250000 Penalty: 4587.353027
	Iteration 95Q: 3 clusters Score -849295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -849296.875000 Penalty: 4587.353027
	Iteration 96Q: 3 clusters Score -849296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -849302.375000 Penalty: 4587.353027
	Iteration 97Q: 3 clusters Score -849302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -849305.750000 Penalty: 4587.353027
	Iteration 98Q: 3 clusters Score -849305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -849307.562500 Penalty: 4587.353027
	Iteration 99Q: 3 clusters Score -849307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -849308.500000 Penalty: 4587.353027
	Iteration 100F: 3 clusters Score -849308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -849308.500000 Penalty: 4587.353027
	Iteration 101Q: 3 clusters Score -849308.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -849308.125000 Penalty: 4587.353027
	Iteration 102Q: 3 clusters Score -849308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -849308.125000 Penalty: 4587.353027
	Iteration 103F: 3 clusters Score -849308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -363222.031250 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -363222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -358922.250000 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -358922.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -360091.781250 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -360091.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -360508.031250 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -360508 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -361018.625000 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -361018.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -361664.531250 Penalty: 4180.250977
	Iteration 4F: 3 clusters Score -361664.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -362149.125000 Penalty: 4180.250977
	Iteration 5F: 3 clusters Score -362149.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -362378.031250 Penalty: 4180.250977
	Iteration 6F: 3 clusters Score -362378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -362488.125000 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -362488.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -362540.531250 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -362540.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -362578.625000 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -362578.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -362601.218750 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -362601.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -362613.843750 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -362613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -362624.718750 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -362624.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -362634.187500 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -362634.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -362642.093750 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -362642.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -362647.406250 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -362647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -362651.531250 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -362651.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -362654.156250 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -362654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -362657.625000 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -362657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -362659.281250 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -362659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -362660.125000 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -362660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -362661.312500 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -362661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -362661.437500 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -362661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -362662.312500 Penalty: 4180.250977
	Iteration 23Q: 3 clusters Score -362662.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -362662.312500 Penalty: 4180.250977
	Iteration 24F: 3 clusters Score -362662.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -196122.046875 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -196122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -192861.140625 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -192861.1 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -193830.531250 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -193830.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -194159.406250 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -194159.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -194375.953125 Penalty: 3988.061768
	Iteration 3F: 3 clusters Score -194376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -194526.593750 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -194526.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -194636.312500 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -194636.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -194742.078125 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -194742.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194835.828125 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -194835.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -194914.765625 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -194914.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -194982.640625 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -194982.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -195045.593750 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -195045.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -195099.875000 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -195099.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -195138.937500 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -195138.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -195168.734375 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -195168.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -195180.625000 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -195180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -195189.000000 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -195189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -195199.593750 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -195199.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -195213.765625 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -195213.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -195222.468750 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -195222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -195229.437500 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -195229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -195233.437500 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -195233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -195242.031250 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -195242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -195246.421875 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -195246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -195248.671875 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -195248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -195248.890625 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -195248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -195249.796875 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -195249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -195250.953125 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -195251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -195252.703125 Penalty: 3988.061768
	Iteration 27Q: 3 clusters Score -195252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -195253.578125 Penalty: 3988.061768
	Iteration 28Q: 3 clusters Score -195253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -195255.046875 Penalty: 3988.061768
	Iteration 29Q: 3 clusters Score -195255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -195257.109375 Penalty: 3988.061768
	Iteration 30Q: 3 clusters Score -195257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -195257.968750 Penalty: 3988.061768
	Iteration 31Q: 3 clusters Score -195258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -195257.968750 Penalty: 3988.061768
	Iteration 32F: 3 clusters Score -195258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -692516.625000 Penalty: 2235.371582
	Iteration 0F: 2 clusters Score -692516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -685976.000000 Penalty: 4470.743164
	Iteration 0F: 3 clusters Score -685976 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -687865.812500 Penalty: 4470.743164
	Iteration 1F: 3 clusters Score -687865.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -688275.875000 Penalty: 4470.743164
	Iteration 2F: 3 clusters Score -688275.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -688620.312500 Penalty: 4470.743164
	Iteration 3F: 3 clusters Score -688620.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -688974.125000 Penalty: 4470.743164
	Iteration 4F: 3 clusters Score -688974.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -689326.937500 Penalty: 4470.743164
	Iteration 5F: 3 clusters Score -689326.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -689657.250000 Penalty: 4470.743164
	Iteration 6F: 3 clusters Score -689657.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -689902.562500 Penalty: 4470.743164
	Iteration 7Q: 3 clusters Score -689902.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -690071.250000 Penalty: 4470.743164
	Iteration 8Q: 3 clusters Score -690071.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -690185.500000 Penalty: 4470.743164
	Iteration 9Q: 3 clusters Score -690185.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -690265.312500 Penalty: 4470.743164
	Iteration 10Q: 3 clusters Score -690265.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -690326.625000 Penalty: 4470.743164
	Iteration 11Q: 3 clusters Score -690326.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -690378.062500 Penalty: 4470.743164
	Iteration 12Q: 3 clusters Score -690378.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -690412.562500 Penalty: 4470.743164
	Iteration 13Q: 3 clusters Score -690412.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -690446.125000 Penalty: 4470.743164
	Iteration 14Q: 3 clusters Score -690446.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -690473.812500 Penalty: 4470.743164
	Iteration 15Q: 3 clusters Score -690473.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -690503.437500 Penalty: 4470.743164
	Iteration 16Q: 3 clusters Score -690503.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -690528.500000 Penalty: 4470.743164
	Iteration 17Q: 3 clusters Score -690528.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -690544.875000 Penalty: 4470.743164
	Iteration 18Q: 3 clusters Score -690544.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -690559.562500 Penalty: 4470.743164
	Iteration 19Q: 3 clusters Score -690559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -690569.062500 Penalty: 4470.743164
	Iteration 20F: 3 clusters Score -690569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -690576.500000 Penalty: 4470.743164
	Iteration 21Q: 3 clusters Score -690576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -690578.250000 Penalty: 4470.743164
	Iteration 22Q: 3 clusters Score -690578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -690582.187500 Penalty: 4470.743164
	Iteration 23Q: 3 clusters Score -690582.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -690587.250000 Penalty: 4470.743164
	Iteration 24Q: 3 clusters Score -690587.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -690592.312500 Penalty: 4470.743164
	Iteration 25Q: 3 clusters Score -690592.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -690595.437500 Penalty: 4470.743164
	Iteration 26Q: 3 clusters Score -690595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -690596.125000 Penalty: 4470.743164
	Iteration 27Q: 3 clusters Score -690596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -690598.562500 Penalty: 4470.743164
	Iteration 28Q: 3 clusters Score -690598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -690599.937500 Penalty: 4470.743164
	Iteration 29Q: 3 clusters Score -690599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -690601.562500 Penalty: 4470.743164
	Iteration 30Q: 3 clusters Score -690601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -690603.750000 Penalty: 4470.743164
	Iteration 31Q: 3 clusters Score -690603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -690604.000000 Penalty: 4470.743164
	Iteration 32Q: 3 clusters Score -690604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -690606.312500 Penalty: 4470.743164
	Iteration 33Q: 3 clusters Score -690606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -690607.750000 Penalty: 4470.743164
	Iteration 34Q: 3 clusters Score -690607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -690608.312500 Penalty: 4470.743164
	Iteration 35Q: 3 clusters Score -690608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -690609.625000 Penalty: 4470.743164
	Iteration 36Q: 3 clusters Score -690609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -690610.000000 Penalty: 4470.743164
	Iteration 37Q: 3 clusters Score -690610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -690610.187500 Penalty: 4470.743164
	Iteration 38Q: 3 clusters Score -690610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -690610.125000 Penalty: 4470.743164
	Iteration 39Q: 3 clusters Score -690610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -690610.125000 Penalty: 4470.743164
	Iteration 40F: 3 clusters Score -690610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -690610.062500 Penalty: 4470.743164
	Iteration 41Q: 3 clusters Score -690610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -690610.000000 Penalty: 4470.743164
	Iteration 42Q: 3 clusters Score -690610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -690610.000000 Penalty: 4470.743164
	Iteration 43F: 3 clusters Score -690610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Entering Unmasked Estep 
Score: -930435.187500 Penalty: 2318.393799
	Iteration 0F: 2 clusters Score -930435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -921862.062500 Penalty: 4636.787598
	Iteration 0F: 3 clusters Score -921862.1 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -924368.625000 Penalty: 4636.787598
	Iteration 1F: 3 clusters Score -924368.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -924713.312500 Penalty: 4636.787598
	Iteration 2F: 3 clusters Score -924713.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -924995.062500 Penalty: 4636.787598
	Iteration 3F: 3 clusters Score -924995.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -925274.562500 Penalty: 4636.787598
	Iteration 4Q: 3 clusters Score -925274.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -925577.062500 Penalty: 4636.787598
	Iteration 5Q: 3 clusters Score -925577.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -925915.437500 Penalty: 4636.787598
	Iteration 6Q: 3 clusters Score -925915.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -926219.625000 Penalty: 4636.787598
	Iteration 7Q: 3 clusters Score -926219.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -926540.562500 Penalty: 4636.787598
	Iteration 8Q: 3 clusters Score -926540.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -926859.000000 Penalty: 4636.787598
	Iteration 9Q: 3 clusters Score -926859 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -927144.625000 Penalty: 4636.787598
	Iteration 10Q: 3 clusters Score -927144.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -927379.125000 Penalty: 4636.787598
	Iteration 11Q: 3 clusters Score -927379.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -927569.437500 Penalty: 4636.787598
	Iteration 12Q: 3 clusters Score -927569.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -927705.875000 Penalty: 4636.787598
	Iteration 13Q: 3 clusters Score -927705.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -927807.062500 Penalty: 4636.787598
	Iteration 14Q: 3 clusters Score -927807.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -927877.500000 Penalty: 4636.787598
	Iteration 15Q: 3 clusters Score -927877.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -927929.125000 Penalty: 4636.787598
	Iteration 16Q: 3 clusters Score -927929.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -927972.437500 Penalty: 4636.787598
	Iteration 17Q: 3 clusters Score -927972.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -928005.812500 Penalty: 4636.787598
	Iteration 18Q: 3 clusters Score -928005.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -928029.000000 Penalty: 4636.787598
	Iteration 19Q: 3 clusters Score -928029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -928049.062500 Penalty: 4636.787598
	Iteration 20F: 3 clusters Score -928049.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -928072.437500 Penalty: 4636.787598
	Iteration 21Q: 3 clusters Score -928072.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -928099.937500 Penalty: 4636.787598
	Iteration 22Q: 3 clusters Score -928099.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -928122.437500 Penalty: 4636.787598
	Iteration 23Q: 3 clusters Score -928122.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -928138.187500 Penalty: 4636.787598
	Iteration 24Q: 3 clusters Score -928138.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -928151.875000 Penalty: 4636.787598
	Iteration 25Q: 3 clusters Score -928151.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -928160.875000 Penalty: 4636.787598
	Iteration 26Q: 3 clusters Score -928160.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -928165.562500 Penalty: 4636.787598
	Iteration 27Q: 3 clusters Score -928165.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -928170.250000 Penalty: 4636.787598
	Iteration 28Q: 3 clusters Score -928170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -928175.125000 Penalty: 4636.787598
	Iteration 29Q: 3 clusters Score -928175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -928177.937500 Penalty: 4636.787598
	Iteration 30Q: 3 clusters Score -928177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -928180.187500 Penalty: 4636.787598
	Iteration 31Q: 3 clusters Score -928180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -928182.000000 Penalty: 4636.787598
	Iteration 32Q: 3 clusters Score -928182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -928184.312500 Penalty: 4636.787598
	Iteration 33Q: 3 clusters Score -928184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -928184.875000 Penalty: 4636.787598
	Iteration 34Q: 3 clusters Score -928184.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -928186.500000 Penalty: 4636.787598
	Iteration 35Q: 3 clusters Score -928186.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -928191.687500 Penalty: 4636.787598
	Iteration 36Q: 3 clusters Score -928191.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -928195.187500 Penalty: 4636.787598
	Iteration 37Q: 3 clusters Score -928195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -928197.437500 Penalty: 4636.787598
	Iteration 38Q: 3 clusters Score -928197.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -928208.125000 Penalty: 4636.787598
	Iteration 39Q: 3 clusters Score -928208.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -928211.250000 Penalty: 4636.787598
	Iteration 40F: 3 clusters Score -928211.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -928219.250000 Penalty: 4636.787598
	Iteration 41Q: 3 clusters Score -928219.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -928224.937500 Penalty: 4636.787598
	Iteration 42Q: 3 clusters Score -928224.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -928235.375000 Penalty: 4636.787598
	Iteration 43Q: 3 clusters Score -928235.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -928247.687500 Penalty: 4636.787598
	Iteration 44Q: 3 clusters Score -928247.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -928252.500000 Penalty: 4636.787598
	Iteration 45Q: 3 clusters Score -928252.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -928258.375000 Penalty: 4636.787598
	Iteration 46Q: 3 clusters Score -928258.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -928263.937500 Penalty: 4636.787598
	Iteration 47Q: 3 clusters Score -928263.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -928267.125000 Penalty: 4636.787598
	Iteration 48Q: 3 clusters Score -928267.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -928271.687500 Penalty: 4636.787598
	Iteration 49Q: 3 clusters Score -928271.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -928280.312500 Penalty: 4636.787598
	Iteration 50Q: 3 clusters Score -928280.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -928292.375000 Penalty: 4636.787598
	Iteration 51Q: 3 clusters Score -928292.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -928299.375000 Penalty: 4636.787598
	Iteration 52Q: 3 clusters Score -928299.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -928310.187500 Penalty: 4636.787598
	Iteration 53Q: 3 clusters Score -928310.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -928317.437500 Penalty: 4636.787598
	Iteration 54Q: 3 clusters Score -928317.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -928329.312500 Penalty: 4636.787598
	Iteration 55Q: 3 clusters Score -928329.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -928337.937500 Penalty: 4636.787598
	Iteration 56Q: 3 clusters Score -928337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -928343.000000 Penalty: 4636.787598
	Iteration 57Q: 3 clusters Score -928343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -928345.375000 Penalty: 4636.787598
	Iteration 58Q: 3 clusters Score -928345.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -928350.250000 Penalty: 4636.787598
	Iteration 59Q: 3 clusters Score -928350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -928350.937500 Penalty: 4636.787598
	Iteration 60F: 3 clusters Score -928350.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -928355.625000 Penalty: 4636.787598
	Iteration 61Q: 3 clusters Score -928355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -928357.937500 Penalty: 4636.787598
	Iteration 62Q: 3 clusters Score -928357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -928360.000000 Penalty: 4636.787598
	Iteration 63Q: 3 clusters Score -928360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -928366.875000 Penalty: 4636.787598
	Iteration 64Q: 3 clusters Score -928366.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -928371.375000 Penalty: 4636.787598
	Iteration 65Q: 3 clusters Score -928371.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -928376.062500 Penalty: 4636.787598
	Iteration 66Q: 3 clusters Score -928376.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -928384.312500 Penalty: 4636.787598
	Iteration 67Q: 3 clusters Score -928384.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -928392.125000 Penalty: 4636.787598
	Iteration 68Q: 3 clusters Score -928392.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -928397.687500 Penalty: 4636.787598
	Iteration 69Q: 3 clusters Score -928397.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -928400.562500 Penalty: 4636.787598
	Iteration 70Q: 3 clusters Score -928400.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -928404.625000 Penalty: 4636.787598
	Iteration 71Q: 3 clusters Score -928404.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -928408.937500 Penalty: 4636.787598
	Iteration 72Q: 3 clusters Score -928408.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -928408.500000 Penalty: 4636.787598
	Iteration 73Q: 3 clusters Score -928408.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -928415.375000 Penalty: 4636.787598
	Iteration 74Q: 3 clusters Score -928415.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -928415.125000 Penalty: 4636.787598
	Iteration 75Q: 3 clusters Score -928415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -928421.875000 Penalty: 4636.787598
	Iteration 76Q: 3 clusters Score -928421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -928423.875000 Penalty: 4636.787598
	Iteration 77Q: 3 clusters Score -928423.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -928430.000000 Penalty: 4636.787598
	Iteration 78Q: 3 clusters Score -928430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -928438.625000 Penalty: 4636.787598
	Iteration 79Q: 3 clusters Score -928438.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -928445.875000 Penalty: 4636.787598
	Iteration 80F: 3 clusters Score -928445.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -928454.375000 Penalty: 4636.787598
	Iteration 81Q: 3 clusters Score -928454.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -928455.000000 Penalty: 4636.787598
	Iteration 82Q: 3 clusters Score -928455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -928455.312500 Penalty: 4636.787598
	Iteration 83Q: 3 clusters Score -928455.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -928458.312500 Penalty: 4636.787598
	Iteration 84Q: 3 clusters Score -928458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -928462.500000 Penalty: 4636.787598
	Iteration 85Q: 3 clusters Score -928462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -928460.375000 Penalty: 4636.787598
	Iteration 86Q: 3 clusters Score -928460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -928464.000000 Penalty: 4636.787598
	Iteration 87Q: 3 clusters Score -928464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -928466.812500 Penalty: 4636.787598
	Iteration 88Q: 3 clusters Score -928466.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -928466.750000 Penalty: 4636.787598
	Iteration 89Q: 3 clusters Score -928466.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -928471.250000 Penalty: 4636.787598
	Iteration 90Q: 3 clusters Score -928471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -928475.687500 Penalty: 4636.787598
	Iteration 91Q: 3 clusters Score -928475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -928477.562500 Penalty: 4636.787598
	Iteration 92Q: 3 clusters Score -928477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -928478.875000 Penalty: 4636.787598
	Iteration 93Q: 3 clusters Score -928478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -928480.625000 Penalty: 4636.787598
	Iteration 94Q: 3 clusters Score -928480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -928480.187500 Penalty: 4636.787598
	Iteration 95Q: 3 clusters Score -928480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -928480.625000 Penalty: 4636.787598
	Iteration 96Q: 3 clusters Score -928480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -928482.250000 Penalty: 4636.787598
	Iteration 97Q: 3 clusters Score -928482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -928483.375000 Penalty: 4636.787598
	Iteration 98Q: 3 clusters Score -928483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -928482.187500 Penalty: 4636.787598
	Iteration 99Q: 3 clusters Score -928482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -928483.875000 Penalty: 4636.787598
	Iteration 100F: 3 clusters Score -928483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -928483.187500 Penalty: 4636.787598
	Iteration 101Q: 3 clusters Score -928483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -928485.500000 Penalty: 4636.787598
	Iteration 102Q: 3 clusters Score -928485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -928486.687500 Penalty: 4636.787598
	Iteration 103Q: 3 clusters Score -928486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -928487.750000 Penalty: 4636.787598
	Iteration 104Q: 3 clusters Score -928487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -928489.187500 Penalty: 4636.787598
	Iteration 105Q: 3 clusters Score -928489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -928489.000000 Penalty: 4636.787598
	Iteration 106Q: 3 clusters Score -928489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -928489.875000 Penalty: 4636.787598
	Iteration 107Q: 3 clusters Score -928489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -928490.250000 Penalty: 4636.787598
	Iteration 108Q: 3 clusters Score -928490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -928489.812500 Penalty: 4636.787598
	Iteration 109Q: 3 clusters Score -928489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -928492.187500 Penalty: 4636.787598
	Iteration 110Q: 3 clusters Score -928492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -928490.812500 Penalty: 4636.787598
	Iteration 111Q: 3 clusters Score -928490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -928494.250000 Penalty: 4636.787598
	Iteration 112Q: 3 clusters Score -928494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -928494.000000 Penalty: 4636.787598
	Iteration 113Q: 3 clusters Score -928494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -928493.937500 Penalty: 4636.787598
	Iteration 114Q: 3 clusters Score -928493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -928493.937500 Penalty: 4636.787598
	Iteration 115F: 3 clusters Score -928493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Entering Unmasked Estep 
Score: -1990885.625000 Penalty: 2502.394043
	Iteration 0F: 2 clusters Score -1990886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1974207.125000 Penalty: 5004.788086
	Iteration 0F: 3 clusters Score -1974207 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1979790.500000 Penalty: 5004.788086
	Iteration 1F: 3 clusters Score -1979790 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1980328.875000 Penalty: 5004.788086
	Iteration 2F: 3 clusters Score -1980329 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1980912.125000 Penalty: 5004.788086
	Iteration 3F: 3 clusters Score -1980912 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1981716.125000 Penalty: 5004.788086
	Iteration 4F: 3 clusters Score -1981716 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1982790.500000 Penalty: 5004.788086
	Iteration 5F: 3 clusters Score -1982790 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1984045.125000 Penalty: 5004.788086
	Iteration 6F: 3 clusters Score -1984045 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1985292.750000 Penalty: 5004.788086
	Iteration 7F: 3 clusters Score -1985293 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1986365.250000 Penalty: 5004.788086
	Iteration 8F: 3 clusters Score -1986365 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1987174.500000 Penalty: 5004.788086
	Iteration 9Q: 3 clusters Score -1987174 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1987740.125000 Penalty: 5004.788086
	Iteration 10Q: 3 clusters Score -1987740 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1988095.875000 Penalty: 5004.788086
	Iteration 11Q: 3 clusters Score -1988096 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1988345.750000 Penalty: 5004.788086
	Iteration 12Q: 3 clusters Score -1988346 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1988485.000000 Penalty: 5004.788086
	Iteration 13Q: 3 clusters Score -1988485 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1988570.500000 Penalty: 5004.788086
	Iteration 14Q: 3 clusters Score -1988570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1988617.375000 Penalty: 5004.788086
	Iteration 15Q: 3 clusters Score -1988617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1988655.875000 Penalty: 5004.788086
	Iteration 16Q: 3 clusters Score -1988656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1988699.000000 Penalty: 5004.788086
	Iteration 17Q: 3 clusters Score -1988699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1988716.375000 Penalty: 5004.788086
	Iteration 18Q: 3 clusters Score -1988716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1988739.750000 Penalty: 5004.788086
	Iteration 19Q: 3 clusters Score -1988740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1988761.750000 Penalty: 5004.788086
	Iteration 20F: 3 clusters Score -1988762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1988781.250000 Penalty: 5004.788086
	Iteration 21Q: 3 clusters Score -1988781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1988793.250000 Penalty: 5004.788086
	Iteration 22Q: 3 clusters Score -1988793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1988807.375000 Penalty: 5004.788086
	Iteration 23Q: 3 clusters Score -1988807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1988818.625000 Penalty: 5004.788086
	Iteration 24Q: 3 clusters Score -1988819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1988825.500000 Penalty: 5004.788086
	Iteration 25Q: 3 clusters Score -1988826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1988831.500000 Penalty: 5004.788086
	Iteration 26Q: 3 clusters Score -1988832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1988840.500000 Penalty: 5004.788086
	Iteration 27Q: 3 clusters Score -1988840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1988840.500000 Penalty: 5004.788086
	Iteration 28Q: 3 clusters Score -1988840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1988849.375000 Penalty: 5004.788086
	Iteration 29Q: 3 clusters Score -1988849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1988851.375000 Penalty: 5004.788086
	Iteration 30Q: 3 clusters Score -1988851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1988856.375000 Penalty: 5004.788086
	Iteration 31Q: 3 clusters Score -1988856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1988861.250000 Penalty: 5004.788086
	Iteration 32Q: 3 clusters Score -1988861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1988864.250000 Penalty: 5004.788086
	Iteration 33Q: 3 clusters Score -1988864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1988863.500000 Penalty: 5004.788086
	Iteration 34Q: 3 clusters Score -1988864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1988865.500000 Penalty: 5004.788086
	Iteration 35Q: 3 clusters Score -1988866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1988870.000000 Penalty: 5004.788086
	Iteration 36Q: 3 clusters Score -1988870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1988875.625000 Penalty: 5004.788086
	Iteration 37Q: 3 clusters Score -1988876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1988878.875000 Penalty: 5004.788086
	Iteration 38Q: 3 clusters Score -1988879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1988884.750000 Penalty: 5004.788086
	Iteration 39Q: 3 clusters Score -1988885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1988886.875000 Penalty: 5004.788086
	Iteration 40F: 3 clusters Score -1988887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Entering Unmasked Estep 
Score: -191901.359375 Penalty: 1931.682007
	Iteration 0F: 2 clusters Score -191901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -189041.375000 Penalty: 3863.364014
	Iteration 0F: 3 clusters Score -189041.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -189555.828125 Penalty: 3863.364014
	Iteration 1F: 3 clusters Score -189555.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -189689.671875 Penalty: 3863.364014
	Iteration 2F: 3 clusters Score -189689.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -189784.375000 Penalty: 3863.364014
	Iteration 3Q: 3 clusters Score -189784.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -189866.703125 Penalty: 3863.364014
	Iteration 4Q: 3 clusters Score -189866.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -189944.593750 Penalty: 3863.364014
	Iteration 5Q: 3 clusters Score -189944.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -190020.734375 Penalty: 3863.364014
	Iteration 6Q: 3 clusters Score -190020.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -190119.562500 Penalty: 3863.364014
	Iteration 7Q: 3 clusters Score -190119.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -190252.406250 Penalty: 3863.364014
	Iteration 8Q: 3 clusters Score -190252.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -190417.437500 Penalty: 3863.364014
	Iteration 9Q: 3 clusters Score -190417.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -190562.187500 Penalty: 3863.364014
	Iteration 10Q: 3 clusters Score -190562.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -190651.078125 Penalty: 3863.364014
	Iteration 11Q: 3 clusters Score -190651.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -190721.453125 Penalty: 3863.364014
	Iteration 12Q: 3 clusters Score -190721.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -190771.906250 Penalty: 3863.364014
	Iteration 13Q: 3 clusters Score -190771.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -190794.109375 Penalty: 3863.364014
	Iteration 14Q: 3 clusters Score -190794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -190804.343750 Penalty: 3863.364014
	Iteration 15Q: 3 clusters Score -190804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -190808.890625 Penalty: 3863.364014
	Iteration 16Q: 3 clusters Score -190808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -190811.453125 Penalty: 3863.364014
	Iteration 17Q: 3 clusters Score -190811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -190812.640625 Penalty: 3863.364014
	Iteration 18Q: 3 clusters Score -190812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -190814.296875 Penalty: 3863.364014
	Iteration 19Q: 3 clusters Score -190814.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -190815.250000 Penalty: 3863.364014
	Iteration 20F: 3 clusters Score -190815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -190819.984375 Penalty: 3863.364014
	Iteration 21Q: 3 clusters Score -190820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -190822.406250 Penalty: 3863.364014
	Iteration 22Q: 3 clusters Score -190822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -190822.406250 Penalty: 3863.364014
	Iteration 23F: 3 clusters Score -190822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -763744.250000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -763744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -755610.875000 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -755610.9 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -758693.625000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -758693.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -759608.125000 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -759608.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -760400.437500 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -760400.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -761054.375000 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -761054.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -761582.312500 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -761582.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -761968.125000 Penalty: 4606.501465
	Iteration 6F: 3 clusters Score -761968.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -762232.750000 Penalty: 4606.501465
	Iteration 7Q: 3 clusters Score -762232.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -762426.750000 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -762426.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -762590.437500 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -762590.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -762724.437500 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -762724.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -762829.437500 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -762829.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -762920.500000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -762920.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -762981.312500 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -762981.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -763035.875000 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -763035.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -763065.375000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -763065.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -763100.062500 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -763100.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -763133.500000 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -763133.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -763165.562500 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -763165.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -763199.062500 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -763199.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -763227.812500 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -763227.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -763251.437500 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -763251.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -763265.437500 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -763265.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -763274.937500 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -763274.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -763288.250000 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -763288.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -763294.500000 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -763294.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -763302.375000 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -763302.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -763306.000000 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -763306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -763310.437500 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -763310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -763313.562500 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -763313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -763314.562500 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -763314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -763314.750000 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -763314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -763318.312500 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -763318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -763318.562500 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -763318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -763319.750000 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -763319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -763320.437500 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -763320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -763321.187500 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -763321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -763320.875000 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -763320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -763320.937500 Penalty: 4606.501465
	Iteration 38Q: 3 clusters Score -763320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -763322.187500 Penalty: 4606.501465
	Iteration 39Q: 3 clusters Score -763322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -763324.125000 Penalty: 4606.501465
	Iteration 40F: 3 clusters Score -763324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -349871.781250 Penalty: 2103.633789
	Iteration 0F: 2 clusters Score -349871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -345463.968750 Penalty: 4207.267578
	Iteration 0F: 3 clusters Score -345464 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -347077.562500 Penalty: 4207.267578
	Iteration 1F: 3 clusters Score -347077.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -347928.625000 Penalty: 4207.267578
	Iteration 2F: 3 clusters Score -347928.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -348493.187500 Penalty: 4207.267578
	Iteration 3F: 3 clusters Score -348493.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -348829.468750 Penalty: 4207.267578
	Iteration 4F: 3 clusters Score -348829.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349077.312500 Penalty: 4207.267578
	Iteration 5F: 3 clusters Score -349077.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -349263.781250 Penalty: 4207.267578
	Iteration 6Q: 3 clusters Score -349263.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -349379.031250 Penalty: 4207.267578
	Iteration 7Q: 3 clusters Score -349379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -349476.312500 Penalty: 4207.267578
	Iteration 8Q: 3 clusters Score -349476.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -349576.656250 Penalty: 4207.267578
	Iteration 9Q: 3 clusters Score -349576.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -349669.062500 Penalty: 4207.267578
	Iteration 10Q: 3 clusters Score -349669.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -349741.593750 Penalty: 4207.267578
	Iteration 11Q: 3 clusters Score -349741.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349811.062500 Penalty: 4207.267578
	Iteration 12Q: 3 clusters Score -349811.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -349857.625000 Penalty: 4207.267578
	Iteration 13Q: 3 clusters Score -349857.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -349890.187500 Penalty: 4207.267578
	Iteration 14Q: 3 clusters Score -349890.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349922.125000 Penalty: 4207.267578
	Iteration 15Q: 3 clusters Score -349922.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -349955.093750 Penalty: 4207.267578
	Iteration 16Q: 3 clusters Score -349955.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -349982.781250 Penalty: 4207.267578
	Iteration 17Q: 3 clusters Score -349982.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -350015.531250 Penalty: 4207.267578
	Iteration 18Q: 3 clusters Score -350015.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -350035.593750 Penalty: 4207.267578
	Iteration 19Q: 3 clusters Score -350035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -350050.187500 Penalty: 4207.267578
	Iteration 20F: 3 clusters Score -350050.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -350061.875000 Penalty: 4207.267578
	Iteration 21Q: 3 clusters Score -350061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -350073.093750 Penalty: 4207.267578
	Iteration 22Q: 3 clusters Score -350073.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -350081.031250 Penalty: 4207.267578
	Iteration 23Q: 3 clusters Score -350081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -350088.125000 Penalty: 4207.267578
	Iteration 24Q: 3 clusters Score -350088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -350092.937500 Penalty: 4207.267578
	Iteration 25Q: 3 clusters Score -350092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -350098.656250 Penalty: 4207.267578
	Iteration 26Q: 3 clusters Score -350098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -350106.750000 Penalty: 4207.267578
	Iteration 27Q: 3 clusters Score -350106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -350114.875000 Penalty: 4207.267578
	Iteration 28Q: 3 clusters Score -350114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -350118.625000 Penalty: 4207.267578
	Iteration 29Q: 3 clusters Score -350118.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -350120.750000 Penalty: 4207.267578
	Iteration 30Q: 3 clusters Score -350120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -350124.187500 Penalty: 4207.267578
	Iteration 31Q: 3 clusters Score -350124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -350127.156250 Penalty: 4207.267578
	Iteration 32Q: 3 clusters Score -350127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -350131.281250 Penalty: 4207.267578
	Iteration 33Q: 3 clusters Score -350131.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -350137.843750 Penalty: 4207.267578
	Iteration 34Q: 3 clusters Score -350137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -350139.375000 Penalty: 4207.267578
	Iteration 35Q: 3 clusters Score -350139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -350141.187500 Penalty: 4207.267578
	Iteration 36Q: 3 clusters Score -350141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -350142.250000 Penalty: 4207.267578
	Iteration 37Q: 3 clusters Score -350142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -350142.250000 Penalty: 4207.267578
	Iteration 38F: 3 clusters Score -350142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 3954 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Mstep: Class 52 contains 875 members 
Entering Unmasked Estep 
Score: -51170336.000000 Penalty: 172761.734375
Splitting cluster 35 changes total score from -51171204.000000 to -51170336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (59198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Entering Unmasked Estep 
Score: -4746221.500000 Penalty: 2725.183350
	Iteration 0F: 2 clusters Score -4746222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4706449.500000 Penalty: 5450.366699
	Iteration 0F: 3 clusters Score -4706450 nChanged 27532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4721553.500000 Penalty: 5450.366699
	Iteration 1F: 3 clusters Score -4721554 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4722138.500000 Penalty: 5450.366699
	Iteration 2Q: 3 clusters Score -4722138 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4722688.500000 Penalty: 5450.366699
	Iteration 3Q: 3 clusters Score -4722688 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4723392.000000 Penalty: 5450.366699
	Iteration 4Q: 3 clusters Score -4723392 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -4724346.000000 Penalty: 5450.366699
	Iteration 5Q: 3 clusters Score -4724346 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4725552.000000 Penalty: 5450.366699
	Iteration 6Q: 3 clusters Score -4725552 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4727274.000000 Penalty: 5450.366699
	Iteration 7F: 3 clusters Score -4727274 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4729553.000000 Penalty: 5450.366699
	Iteration 8F: 3 clusters Score -4729553 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4732374.500000 Penalty: 5450.366699
	Iteration 9F: 3 clusters Score -4732374 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4735169.000000 Penalty: 5450.366699
	Iteration 10F: 3 clusters Score -4735169 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4737446.000000 Penalty: 5450.366699
	Iteration 11F: 3 clusters Score -4737446 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4739187.000000 Penalty: 5450.366699
	Iteration 12Q: 3 clusters Score -4739187 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -4740475.500000 Penalty: 5450.366699
	Iteration 13Q: 3 clusters Score -4740476 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4741391.000000 Penalty: 5450.366699
	Iteration 14Q: 3 clusters Score -4741391 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4742072.500000 Penalty: 5450.366699
	Iteration 15Q: 3 clusters Score -4742072 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4742653.500000 Penalty: 5450.366699
	Iteration 16Q: 3 clusters Score -4742654 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4743060.000000 Penalty: 5450.366699
	Iteration 17Q: 3 clusters Score -4743060 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4743363.000000 Penalty: 5450.366699
	Iteration 18Q: 3 clusters Score -4743363 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4743558.000000 Penalty: 5450.366699
	Iteration 19Q: 3 clusters Score -4743558 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4743700.000000 Penalty: 5450.366699
	Iteration 20F: 3 clusters Score -4743700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4743794.000000 Penalty: 5450.366699
	Iteration 21Q: 3 clusters Score -4743794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4743889.500000 Penalty: 5450.366699
	Iteration 22Q: 3 clusters Score -4743890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4743943.000000 Penalty: 5450.366699
	Iteration 23Q: 3 clusters Score -4743943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4743985.500000 Penalty: 5450.366699
	Iteration 24Q: 3 clusters Score -4743986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4744027.000000 Penalty: 5450.366699
	Iteration 25Q: 3 clusters Score -4744027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4744038.000000 Penalty: 5450.366699
	Iteration 26Q: 3 clusters Score -4744038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4744048.000000 Penalty: 5450.366699
	Iteration 27Q: 3 clusters Score -4744048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4744070.000000 Penalty: 5450.366699
	Iteration 28Q: 3 clusters Score -4744070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4744078.500000 Penalty: 5450.366699
	Iteration 29Q: 3 clusters Score -4744078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4744089.000000 Penalty: 5450.366699
	Iteration 30Q: 3 clusters Score -4744089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4744099.500000 Penalty: 5450.366699
	Iteration 31Q: 3 clusters Score -4744100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4744101.500000 Penalty: 5450.366699
	Iteration 32Q: 3 clusters Score -4744102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4744105.500000 Penalty: 5450.366699
	Iteration 33Q: 3 clusters Score -4744106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4744111.500000 Penalty: 5450.366699
	Iteration 34Q: 3 clusters Score -4744112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4744115.000000 Penalty: 5450.366699
	Iteration 35Q: 3 clusters Score -4744115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4744123.000000 Penalty: 5450.366699
	Iteration 36Q: 3 clusters Score -4744123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4744124.000000 Penalty: 5450.366699
	Iteration 37Q: 3 clusters Score -4744124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4744122.000000 Penalty: 5450.366699
	Iteration 38Q: 3 clusters Score -4744122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4744126.500000 Penalty: 5450.366699
	Iteration 39Q: 3 clusters Score -4744126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4744135.500000 Penalty: 5450.366699
	Iteration 40F: 3 clusters Score -4744136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4744127.000000 Penalty: 5450.366699
	Iteration 41Q: 3 clusters Score -4744127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4744135.000000 Penalty: 5450.366699
	Iteration 42Q: 3 clusters Score -4744135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4744147.000000 Penalty: 5450.366699
	Iteration 43Q: 3 clusters Score -4744147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4744150.500000 Penalty: 5450.366699
	Iteration 44Q: 3 clusters Score -4744150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4744154.000000 Penalty: 5450.366699
	Iteration 45Q: 3 clusters Score -4744154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4744156.500000 Penalty: 5450.366699
	Iteration 46Q: 3 clusters Score -4744156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4744163.500000 Penalty: 5450.366699
	Iteration 47Q: 3 clusters Score -4744164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4744168.500000 Penalty: 5450.366699
	Iteration 48Q: 3 clusters Score -4744168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4744168.000000 Penalty: 5450.366699
	Iteration 49Q: 3 clusters Score -4744168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4744175.500000 Penalty: 5450.366699
	Iteration 50Q: 3 clusters Score -4744176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4744177.000000 Penalty: 5450.366699
	Iteration 51Q: 3 clusters Score -4744177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4744195.500000 Penalty: 5450.366699
	Iteration 52Q: 3 clusters Score -4744196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4744204.000000 Penalty: 5450.366699
	Iteration 53Q: 3 clusters Score -4744204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4744211.000000 Penalty: 5450.366699
	Iteration 54Q: 3 clusters Score -4744211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4744208.500000 Penalty: 5450.366699
	Iteration 55Q: 3 clusters Score -4744208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4744208.000000 Penalty: 5450.366699
	Iteration 56Q: 3 clusters Score -4744208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4744214.000000 Penalty: 5450.366699
	Iteration 57Q: 3 clusters Score -4744214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4744218.000000 Penalty: 5450.366699
	Iteration 58Q: 3 clusters Score -4744218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4744217.500000 Penalty: 5450.366699
	Iteration 59Q: 3 clusters Score -4744218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4744215.000000 Penalty: 5450.366699
	Iteration 60F: 3 clusters Score -4744215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4744213.000000 Penalty: 5450.366699
	Iteration 61Q: 3 clusters Score -4744213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4744204.500000 Penalty: 5450.366699
	Iteration 62Q: 3 clusters Score -4744204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4744210.000000 Penalty: 5450.366699
	Iteration 63Q: 3 clusters Score -4744210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4744208.500000 Penalty: 5450.366699
	Iteration 64Q: 3 clusters Score -4744208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4744211.000000 Penalty: 5450.366699
	Iteration 65Q: 3 clusters Score -4744211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4744209.000000 Penalty: 5450.366699
	Iteration 66Q: 3 clusters Score -4744209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4744211.000000 Penalty: 5450.366699
	Iteration 67Q: 3 clusters Score -4744211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4744211.500000 Penalty: 5450.366699
	Iteration 68Q: 3 clusters Score -4744212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4744211.500000 Penalty: 5450.366699
	Iteration 69F: 3 clusters Score -4744212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (57352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Entering Unmasked Estep 
Score: -4684287.500000 Penalty: 2717.326660
	Iteration 0F: 2 clusters Score -4684288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4645867.000000 Penalty: 5434.653320
	Iteration 0F: 3 clusters Score -4645867 nChanged 26577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4660777.500000 Penalty: 5434.653320
	Iteration 1F: 3 clusters Score -4660778 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4661372.500000 Penalty: 5434.653320
	Iteration 2Q: 3 clusters Score -4661372 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4661936.000000 Penalty: 5434.653320
	Iteration 3Q: 3 clusters Score -4661936 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -4662624.500000 Penalty: 5434.653320
	Iteration 4Q: 3 clusters Score -4662624 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -4663504.000000 Penalty: 5434.653320
	Iteration 5Q: 3 clusters Score -4663504 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4664886.000000 Penalty: 5434.653320
	Iteration 6Q: 3 clusters Score -4664886 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4667071.000000 Penalty: 5434.653320
	Iteration 7F: 3 clusters Score -4667071 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4670282.000000 Penalty: 5434.653320
	Iteration 8F: 3 clusters Score -4670282 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4673872.000000 Penalty: 5434.653320
	Iteration 9F: 3 clusters Score -4673872 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4677140.500000 Penalty: 5434.653320
	Iteration 10F: 3 clusters Score -4677140 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4679313.000000 Penalty: 5434.653320
	Iteration 11Q: 3 clusters Score -4679313 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4680551.500000 Penalty: 5434.653320
	Iteration 12Q: 3 clusters Score -4680552 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4681157.500000 Penalty: 5434.653320
	Iteration 13Q: 3 clusters Score -4681158 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4681466.000000 Penalty: 5434.653320
	Iteration 14Q: 3 clusters Score -4681466 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4681645.000000 Penalty: 5434.653320
	Iteration 15Q: 3 clusters Score -4681645 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4681768.500000 Penalty: 5434.653320
	Iteration 16Q: 3 clusters Score -4681768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4681832.500000 Penalty: 5434.653320
	Iteration 17Q: 3 clusters Score -4681832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4681861.500000 Penalty: 5434.653320
	Iteration 18Q: 3 clusters Score -4681862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4681895.000000 Penalty: 5434.653320
	Iteration 19Q: 3 clusters Score -4681895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4681906.500000 Penalty: 5434.653320
	Iteration 20F: 3 clusters Score -4681906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4681931.000000 Penalty: 5434.653320
	Iteration 21Q: 3 clusters Score -4681931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4681949.500000 Penalty: 5434.653320
	Iteration 22Q: 3 clusters Score -4681950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4681953.500000 Penalty: 5434.653320
	Iteration 23Q: 3 clusters Score -4681954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4681956.000000 Penalty: 5434.653320
	Iteration 24Q: 3 clusters Score -4681956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4681964.000000 Penalty: 5434.653320
	Iteration 25Q: 3 clusters Score -4681964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4681972.000000 Penalty: 5434.653320
	Iteration 26Q: 3 clusters Score -4681972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4681976.500000 Penalty: 5434.653320
	Iteration 27Q: 3 clusters Score -4681976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4681976.500000 Penalty: 5434.653320
	Iteration 28Q: 3 clusters Score -4681976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4681981.000000 Penalty: 5434.653320
	Iteration 29Q: 3 clusters Score -4681981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4681983.000000 Penalty: 5434.653320
	Iteration 30Q: 3 clusters Score -4681983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4681988.500000 Penalty: 5434.653320
	Iteration 31Q: 3 clusters Score -4681988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4681988.000000 Penalty: 5434.653320
	Iteration 32Q: 3 clusters Score -4681988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4681990.500000 Penalty: 5434.653320
	Iteration 33Q: 3 clusters Score -4681990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4681989.000000 Penalty: 5434.653320
	Iteration 34Q: 3 clusters Score -4681989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4681987.000000 Penalty: 5434.653320
	Iteration 35Q: 3 clusters Score -4681987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4681992.500000 Penalty: 5434.653320
	Iteration 36Q: 3 clusters Score -4681992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4681992.500000 Penalty: 5434.653320
	Iteration 37F: 3 clusters Score -4681992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -267736.343750 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -267736.3 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 1714 members 
Entering Unmasked Estep 
Score: -264193.250000 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -264193.2 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -264996.812500 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -264996.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -265215.250000 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -265215.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -265353.812500 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -265353.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -265459.781250 Penalty: 4037.017822
	Iteration 4Q: 3 clusters Score -265459.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -265527.187500 Penalty: 4037.017822
	Iteration 5Q: 3 clusters Score -265527.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265584.375000 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -265584.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -265637.562500 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -265637.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -265703.656250 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -265703.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -265772.312500 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -265772.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -265822.250000 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -265822.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -265876.250000 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -265876.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -265927.125000 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -265927.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265983.562500 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -265983.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -266032.437500 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -266032.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -266079.593750 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -266079.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -266137.093750 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -266137.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -266199.125000 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -266199.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -266271.031250 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -266271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -266366.562500 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -266366.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -266466.906250 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -266466.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -266575.718750 Penalty: 4037.017822
	Iteration 21Q: 3 clusters Score -266575.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -266699.812500 Penalty: 4037.017822
	Iteration 22Q: 3 clusters Score -266699.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -266777.093750 Penalty: 4037.017822
	Iteration 23Q: 3 clusters Score -266777.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -266816.375000 Penalty: 4037.017822
	Iteration 24Q: 3 clusters Score -266816.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -266839.531250 Penalty: 4037.017822
	Iteration 25Q: 3 clusters Score -266839.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -266857.562500 Penalty: 4037.017822
	Iteration 26Q: 3 clusters Score -266857.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -266875.625000 Penalty: 4037.017822
	Iteration 27Q: 3 clusters Score -266875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -266885.375000 Penalty: 4037.017822
	Iteration 28Q: 3 clusters Score -266885.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -266891.468750 Penalty: 4037.017822
	Iteration 29Q: 3 clusters Score -266891.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -266898.500000 Penalty: 4037.017822
	Iteration 30Q: 3 clusters Score -266898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -266905.125000 Penalty: 4037.017822
	Iteration 31Q: 3 clusters Score -266905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -266911.468750 Penalty: 4037.017822
	Iteration 32Q: 3 clusters Score -266911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -266918.937500 Penalty: 4037.017822
	Iteration 33Q: 3 clusters Score -266918.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -266928.312500 Penalty: 4037.017822
	Iteration 34Q: 3 clusters Score -266928.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -266933.031250 Penalty: 4037.017822
	Iteration 35Q: 3 clusters Score -266933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -266942.250000 Penalty: 4037.017822
	Iteration 36Q: 3 clusters Score -266942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -266947.593750 Penalty: 4037.017822
	Iteration 37Q: 3 clusters Score -266947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -266949.656250 Penalty: 4037.017822
	Iteration 38Q: 3 clusters Score -266949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -266949.656250 Penalty: 4037.017822
	Iteration 39F: 3 clusters Score -266949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Entering Unmasked Estep 
Score: -1400414.125000 Penalty: 2415.438965
	Iteration 0F: 2 clusters Score -1400414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1388227.375000 Penalty: 4830.877930
	Iteration 0F: 3 clusters Score -1388227 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1392347.250000 Penalty: 4830.877930
	Iteration 1F: 3 clusters Score -1392347 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1392766.500000 Penalty: 4830.877930
	Iteration 2F: 3 clusters Score -1392766 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1393144.375000 Penalty: 4830.877930
	Iteration 3F: 3 clusters Score -1393144 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1393530.000000 Penalty: 4830.877930
	Iteration 4F: 3 clusters Score -1393530 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1393903.125000 Penalty: 4830.877930
	Iteration 5Q: 3 clusters Score -1393903 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1394275.125000 Penalty: 4830.877930
	Iteration 6Q: 3 clusters Score -1394275 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1394692.125000 Penalty: 4830.877930
	Iteration 7Q: 3 clusters Score -1394692 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1395116.250000 Penalty: 4830.877930
	Iteration 8Q: 3 clusters Score -1395116 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1395486.625000 Penalty: 4830.877930
	Iteration 9Q: 3 clusters Score -1395487 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1395814.875000 Penalty: 4830.877930
	Iteration 10Q: 3 clusters Score -1395815 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1396120.875000 Penalty: 4830.877930
	Iteration 11Q: 3 clusters Score -1396121 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1396370.500000 Penalty: 4830.877930
	Iteration 12Q: 3 clusters Score -1396370 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1396627.750000 Penalty: 4830.877930
	Iteration 13Q: 3 clusters Score -1396628 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1396904.125000 Penalty: 4830.877930
	Iteration 14Q: 3 clusters Score -1396904 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1397196.750000 Penalty: 4830.877930
	Iteration 15Q: 3 clusters Score -1397197 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1397450.875000 Penalty: 4830.877930
	Iteration 16Q: 3 clusters Score -1397451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1397659.500000 Penalty: 4830.877930
	Iteration 17Q: 3 clusters Score -1397660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1397796.875000 Penalty: 4830.877930
	Iteration 18Q: 3 clusters Score -1397797 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1397915.750000 Penalty: 4830.877930
	Iteration 19Q: 3 clusters Score -1397916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1398002.125000 Penalty: 4830.877930
	Iteration 20F: 3 clusters Score -1398002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1398065.625000 Penalty: 4830.877930
	Iteration 21Q: 3 clusters Score -1398066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1398100.875000 Penalty: 4830.877930
	Iteration 22Q: 3 clusters Score -1398101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1398138.625000 Penalty: 4830.877930
	Iteration 23Q: 3 clusters Score -1398139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1398180.250000 Penalty: 4830.877930
	Iteration 24Q: 3 clusters Score -1398180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1398216.625000 Penalty: 4830.877930
	Iteration 25Q: 3 clusters Score -1398217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1398254.250000 Penalty: 4830.877930
	Iteration 26Q: 3 clusters Score -1398254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1398272.500000 Penalty: 4830.877930
	Iteration 27Q: 3 clusters Score -1398272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1398292.125000 Penalty: 4830.877930
	Iteration 28Q: 3 clusters Score -1398292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1398300.500000 Penalty: 4830.877930
	Iteration 29Q: 3 clusters Score -1398300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1398311.625000 Penalty: 4830.877930
	Iteration 30Q: 3 clusters Score -1398312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1398317.375000 Penalty: 4830.877930
	Iteration 31Q: 3 clusters Score -1398317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1398321.000000 Penalty: 4830.877930
	Iteration 32Q: 3 clusters Score -1398321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1398330.875000 Penalty: 4830.877930
	Iteration 33Q: 3 clusters Score -1398331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1398334.375000 Penalty: 4830.877930
	Iteration 34Q: 3 clusters Score -1398334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1398338.750000 Penalty: 4830.877930
	Iteration 35Q: 3 clusters Score -1398339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1398338.500000 Penalty: 4830.877930
	Iteration 36Q: 3 clusters Score -1398338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1398343.250000 Penalty: 4830.877930
	Iteration 37Q: 3 clusters Score -1398343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1398349.750000 Penalty: 4830.877930
	Iteration 38Q: 3 clusters Score -1398350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1398356.875000 Penalty: 4830.877930
	Iteration 39Q: 3 clusters Score -1398357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1398363.750000 Penalty: 4830.877930
	Iteration 40F: 3 clusters Score -1398364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1398367.000000 Penalty: 4830.877930
	Iteration 41Q: 3 clusters Score -1398367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1398373.625000 Penalty: 4830.877930
	Iteration 42Q: 3 clusters Score -1398374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1398377.500000 Penalty: 4830.877930
	Iteration 43Q: 3 clusters Score -1398378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1398379.500000 Penalty: 4830.877930
	Iteration 44Q: 3 clusters Score -1398380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1398379.875000 Penalty: 4830.877930
	Iteration 45Q: 3 clusters Score -1398380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1398381.625000 Penalty: 4830.877930
	Iteration 46Q: 3 clusters Score -1398382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1398383.625000 Penalty: 4830.877930
	Iteration 47Q: 3 clusters Score -1398384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1398383.625000 Penalty: 4830.877930
	Iteration 48F: 3 clusters Score -1398384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -227716.640625 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -227716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -224277.562500 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -224277.6 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -225102.984375 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -225103 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225453.296875 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -225453.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -225828.093750 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -225828.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -226252.390625 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -226252.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -226583.093750 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -226583.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -226855.734375 Penalty: 4028.106934
	Iteration 6F: 3 clusters Score -226855.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -227073.906250 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -227073.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -227261.515625 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -227261.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -227474.078125 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -227474.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -227611.109375 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -227611.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -227677.109375 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -227677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -227731.390625 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -227731.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -227757.046875 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -227757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -227764.500000 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -227764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -227771.281250 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -227771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -227777.937500 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -227777.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -227781.515625 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -227781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -227782.234375 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -227782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -227783.343750 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -227783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227787.406250 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -227787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -227789.015625 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -227789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -227791.078125 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -227791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -227793.187500 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -227793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -227798.593750 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -227798.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -227800.968750 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -227801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -227802.312500 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -227802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -227802.312500 Penalty: 4028.106934
	Iteration 27F: 3 clusters Score -227802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 2270 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 5519 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Mstep: Class 52 contains 1095 members 
Entering Unmasked Estep 
Score: -51170052.000000 Penalty: 172761.734375
Splitting cluster 40 changes total score from -51171204.000000 to -51170052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -129618.554688 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -129618.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -127265.828125 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -127265.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -127698.851562 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -127698.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127814.789062 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -127814.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127867.078125 Penalty: 3663.689453
	Iteration 3Q: 3 clusters Score -127867.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -127905.085938 Penalty: 3663.689453
	Iteration 4Q: 3 clusters Score -127905.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127923.960938 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -127924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127949.187500 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -127949.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127975.867188 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -127975.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127991.234375 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -127991.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -128006.882812 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -128006.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128015.835938 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -128015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -128021.796875 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -128021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -128024.812500 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -128024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -128029.062500 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -128029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -128029.062500 Penalty: 3663.689453
	Iteration 14F: 3 clusters Score -128029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -206334.609375 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -206334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -203298.953125 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -203299 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -204018.625000 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -204018.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -204249.812500 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -204249.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -204414.890625 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -204414.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -204588.609375 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -204588.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -204833.984375 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -204834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -205096.015625 Penalty: 3921.099121
	Iteration 6F: 3 clusters Score -205096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -205295.593750 Penalty: 3921.099121
	Iteration 7Q: 3 clusters Score -205295.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -205437.078125 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -205437.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -205514.687500 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -205514.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -205552.812500 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -205552.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -205571.062500 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -205571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -205584.984375 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -205585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -205591.078125 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -205591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -205594.921875 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -205594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -205597.859375 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -205597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -205601.593750 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -205601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -205604.953125 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -205605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -205610.281250 Penalty: 3921.099121
	Iteration 18Q: 3 clusters Score -205610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -205613.359375 Penalty: 3921.099121
	Iteration 19Q: 3 clusters Score -205613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -205614.984375 Penalty: 3921.099121
	Iteration 20F: 3 clusters Score -205615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -205616.125000 Penalty: 3921.099121
	Iteration 21Q: 3 clusters Score -205616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -205616.125000 Penalty: 3921.099121
	Iteration 22F: 3 clusters Score -205616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -82816.898438 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -82816.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -80802.632812 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -80802.63 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -81106.875000 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -81106.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -81178.843750 Penalty: 3468.990967
	Iteration 2Q: 3 clusters Score -81178.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81266.054688 Penalty: 3468.990967
	Iteration 3Q: 3 clusters Score -81266.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -81373.828125 Penalty: 3468.990967
	Iteration 4Q: 3 clusters Score -81373.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81457.312500 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -81457.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81504.757812 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -81504.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81541.687500 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -81541.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -81568.750000 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -81568.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -81591.093750 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -81591.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81601.492188 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -81601.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81607.609375 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -81607.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -81616.773438 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -81616.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81622.945312 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -81622.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -81625.929688 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -81625.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81633.179688 Penalty: 3468.990967
	Iteration 15Q: 3 clusters Score -81633.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -81634.515625 Penalty: 3468.990967
	Iteration 16Q: 3 clusters Score -81634.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81635.851562 Penalty: 3468.990967
	Iteration 17Q: 3 clusters Score -81635.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81636.335938 Penalty: 3468.990967
	Iteration 18Q: 3 clusters Score -81636.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81637.226562 Penalty: 3468.990967
	Iteration 19Q: 3 clusters Score -81637.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81637.226562 Penalty: 3468.990967
	Iteration 20F: 3 clusters Score -81637.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Entering Unmasked Estep 
Score: -1878269.625000 Penalty: 2474.553467
	Iteration 0F: 2 clusters Score -1878270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1863145.750000 Penalty: 4949.106934
	Iteration 0F: 3 clusters Score -1863146 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1868208.375000 Penalty: 4949.106934
	Iteration 1F: 3 clusters Score -1868208 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1868642.375000 Penalty: 4949.106934
	Iteration 2F: 3 clusters Score -1868642 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1869031.500000 Penalty: 4949.106934
	Iteration 3Q: 3 clusters Score -1869032 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1869450.875000 Penalty: 4949.106934
	Iteration 4Q: 3 clusters Score -1869451 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1869930.375000 Penalty: 4949.106934
	Iteration 5Q: 3 clusters Score -1869930 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1870562.250000 Penalty: 4949.106934
	Iteration 6Q: 3 clusters Score -1870562 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1871391.125000 Penalty: 4949.106934
	Iteration 7F: 3 clusters Score -1871391 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1872359.000000 Penalty: 4949.106934
	Iteration 8F: 3 clusters Score -1872359 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1873434.250000 Penalty: 4949.106934
	Iteration 9F: 3 clusters Score -1873434 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1874467.500000 Penalty: 4949.106934
	Iteration 10F: 3 clusters Score -1874468 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1875369.375000 Penalty: 4949.106934
	Iteration 11F: 3 clusters Score -1875369 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1876099.125000 Penalty: 4949.106934
	Iteration 12Q: 3 clusters Score -1876099 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1876695.750000 Penalty: 4949.106934
	Iteration 13Q: 3 clusters Score -1876696 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1877117.000000 Penalty: 4949.106934
	Iteration 14Q: 3 clusters Score -1877117 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1877401.000000 Penalty: 4949.106934
	Iteration 15Q: 3 clusters Score -1877401 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1877553.375000 Penalty: 4949.106934
	Iteration 16Q: 3 clusters Score -1877553 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1877638.250000 Penalty: 4949.106934
	Iteration 17Q: 3 clusters Score -1877638 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1877695.750000 Penalty: 4949.106934
	Iteration 18Q: 3 clusters Score -1877696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1877720.000000 Penalty: 4949.106934
	Iteration 19Q: 3 clusters Score -1877720 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1877747.750000 Penalty: 4949.106934
	Iteration 20F: 3 clusters Score -1877748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1877770.000000 Penalty: 4949.106934
	Iteration 21Q: 3 clusters Score -1877770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1877779.500000 Penalty: 4949.106934
	Iteration 22Q: 3 clusters Score -1877780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1877784.625000 Penalty: 4949.106934
	Iteration 23Q: 3 clusters Score -1877785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1877797.625000 Penalty: 4949.106934
	Iteration 24Q: 3 clusters Score -1877798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1877809.500000 Penalty: 4949.106934
	Iteration 25Q: 3 clusters Score -1877810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1877821.625000 Penalty: 4949.106934
	Iteration 26Q: 3 clusters Score -1877822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1877821.375000 Penalty: 4949.106934
	Iteration 27Q: 3 clusters Score -1877821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1877825.875000 Penalty: 4949.106934
	Iteration 28Q: 3 clusters Score -1877826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1877832.875000 Penalty: 4949.106934
	Iteration 29Q: 3 clusters Score -1877833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1877839.250000 Penalty: 4949.106934
	Iteration 30Q: 3 clusters Score -1877839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1877847.000000 Penalty: 4949.106934
	Iteration 31Q: 3 clusters Score -1877847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1877851.625000 Penalty: 4949.106934
	Iteration 32Q: 3 clusters Score -1877852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1877856.750000 Penalty: 4949.106934
	Iteration 33Q: 3 clusters Score -1877857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1877853.625000 Penalty: 4949.106934
	Iteration 34Q: 3 clusters Score -1877854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1877852.250000 Penalty: 4949.106934
	Iteration 35Q: 3 clusters Score -1877852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1877855.875000 Penalty: 4949.106934
	Iteration 36Q: 3 clusters Score -1877856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1877866.375000 Penalty: 4949.106934
	Iteration 37Q: 3 clusters Score -1877866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1877862.750000 Penalty: 4949.106934
	Iteration 38Q: 3 clusters Score -1877863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1877872.500000 Penalty: 4949.106934
	Iteration 39Q: 3 clusters Score -1877872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1877875.000000 Penalty: 4949.106934
	Iteration 40F: 3 clusters Score -1877875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1877885.750000 Penalty: 4949.106934
	Iteration 41Q: 3 clusters Score -1877886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1877890.500000 Penalty: 4949.106934
	Iteration 42Q: 3 clusters Score -1877890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1877888.250000 Penalty: 4949.106934
	Iteration 43Q: 3 clusters Score -1877888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1877902.750000 Penalty: 4949.106934
	Iteration 44Q: 3 clusters Score -1877903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1877907.000000 Penalty: 4949.106934
	Iteration 45Q: 3 clusters Score -1877907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1877906.625000 Penalty: 4949.106934
	Iteration 46Q: 3 clusters Score -1877907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1877914.125000 Penalty: 4949.106934
	Iteration 47Q: 3 clusters Score -1877914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1877909.125000 Penalty: 4949.106934
	Iteration 48Q: 3 clusters Score -1877909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1877906.500000 Penalty: 4949.106934
	Iteration 49Q: 3 clusters Score -1877906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1877912.250000 Penalty: 4949.106934
	Iteration 50Q: 3 clusters Score -1877912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1877918.625000 Penalty: 4949.106934
	Iteration 51Q: 3 clusters Score -1877919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1877915.500000 Penalty: 4949.106934
	Iteration 52Q: 3 clusters Score -1877916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1877918.375000 Penalty: 4949.106934
	Iteration 53Q: 3 clusters Score -1877918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1877922.000000 Penalty: 4949.106934
	Iteration 54Q: 3 clusters Score -1877922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1877920.750000 Penalty: 4949.106934
	Iteration 55Q: 3 clusters Score -1877921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1877921.625000 Penalty: 4949.106934
	Iteration 56Q: 3 clusters Score -1877922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1877921.375000 Penalty: 4949.106934
	Iteration 57Q: 3 clusters Score -1877921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1877922.375000 Penalty: 4949.106934
	Iteration 58Q: 3 clusters Score -1877922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1877920.250000 Penalty: 4949.106934
	Iteration 59Q: 3 clusters Score -1877920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1877923.125000 Penalty: 4949.106934
	Iteration 60F: 3 clusters Score -1877923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1877922.750000 Penalty: 4949.106934
	Iteration 61Q: 3 clusters Score -1877923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1877922.750000 Penalty: 4949.106934
	Iteration 62F: 3 clusters Score -1877923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Entering Unmasked Estep 
Score: -1708818.875000 Penalty: 2463.190674
	Iteration 0F: 2 clusters Score -1708819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1694545.375000 Penalty: 4926.381348
	Iteration 0F: 3 clusters Score -1694545 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1699456.375000 Penalty: 4926.381348
	Iteration 1F: 3 clusters Score -1699456 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1700050.625000 Penalty: 4926.381348
	Iteration 2F: 3 clusters Score -1700051 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1700735.375000 Penalty: 4926.381348
	Iteration 3F: 3 clusters Score -1700735 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1701500.875000 Penalty: 4926.381348
	Iteration 4F: 3 clusters Score -1701501 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1702362.000000 Penalty: 4926.381348
	Iteration 5F: 3 clusters Score -1702362 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1703210.375000 Penalty: 4926.381348
	Iteration 6F: 3 clusters Score -1703210 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1703911.750000 Penalty: 4926.381348
	Iteration 7F: 3 clusters Score -1703912 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1704450.625000 Penalty: 4926.381348
	Iteration 8Q: 3 clusters Score -1704451 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1704880.125000 Penalty: 4926.381348
	Iteration 9Q: 3 clusters Score -1704880 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1705223.375000 Penalty: 4926.381348
	Iteration 10Q: 3 clusters Score -1705223 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1705500.625000 Penalty: 4926.381348
	Iteration 11Q: 3 clusters Score -1705501 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1705736.750000 Penalty: 4926.381348
	Iteration 12Q: 3 clusters Score -1705737 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1706018.375000 Penalty: 4926.381348
	Iteration 13Q: 3 clusters Score -1706018 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1706332.875000 Penalty: 4926.381348
	Iteration 14Q: 3 clusters Score -1706333 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1706719.125000 Penalty: 4926.381348
	Iteration 15Q: 3 clusters Score -1706719 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1707096.125000 Penalty: 4926.381348
	Iteration 16Q: 3 clusters Score -1707096 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1707383.625000 Penalty: 4926.381348
	Iteration 17Q: 3 clusters Score -1707384 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1707607.250000 Penalty: 4926.381348
	Iteration 18Q: 3 clusters Score -1707607 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1707743.000000 Penalty: 4926.381348
	Iteration 19Q: 3 clusters Score -1707743 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1707818.250000 Penalty: 4926.381348
	Iteration 20F: 3 clusters Score -1707818 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1707878.250000 Penalty: 4926.381348
	Iteration 21Q: 3 clusters Score -1707878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1707931.250000 Penalty: 4926.381348
	Iteration 22Q: 3 clusters Score -1707931 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1707967.750000 Penalty: 4926.381348
	Iteration 23Q: 3 clusters Score -1707968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1707993.875000 Penalty: 4926.381348
	Iteration 24Q: 3 clusters Score -1707994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1708001.750000 Penalty: 4926.381348
	Iteration 25Q: 3 clusters Score -1708002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1708014.500000 Penalty: 4926.381348
	Iteration 26Q: 3 clusters Score -1708014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1708022.000000 Penalty: 4926.381348
	Iteration 27Q: 3 clusters Score -1708022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1708023.750000 Penalty: 4926.381348
	Iteration 28Q: 3 clusters Score -1708024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1708033.375000 Penalty: 4926.381348
	Iteration 29Q: 3 clusters Score -1708033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1708044.375000 Penalty: 4926.381348
	Iteration 30Q: 3 clusters Score -1708044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1708054.750000 Penalty: 4926.381348
	Iteration 31Q: 3 clusters Score -1708055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1708063.000000 Penalty: 4926.381348
	Iteration 32Q: 3 clusters Score -1708063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1708068.125000 Penalty: 4926.381348
	Iteration 33Q: 3 clusters Score -1708068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1708078.000000 Penalty: 4926.381348
	Iteration 34Q: 3 clusters Score -1708078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1708074.875000 Penalty: 4926.381348
	Iteration 35Q: 3 clusters Score -1708075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1708078.375000 Penalty: 4926.381348
	Iteration 36Q: 3 clusters Score -1708078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1708082.750000 Penalty: 4926.381348
	Iteration 37Q: 3 clusters Score -1708083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1708086.500000 Penalty: 4926.381348
	Iteration 38Q: 3 clusters Score -1708086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1708092.375000 Penalty: 4926.381348
	Iteration 39Q: 3 clusters Score -1708092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1708096.250000 Penalty: 4926.381348
	Iteration 40F: 3 clusters Score -1708096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1708096.625000 Penalty: 4926.381348
	Iteration 41Q: 3 clusters Score -1708097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1708100.625000 Penalty: 4926.381348
	Iteration 42Q: 3 clusters Score -1708101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1708097.125000 Penalty: 4926.381348
	Iteration 43Q: 3 clusters Score -1708097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1708095.750000 Penalty: 4926.381348
	Iteration 44Q: 3 clusters Score -1708096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1708095.750000 Penalty: 4926.381348
	Iteration 45Q: 3 clusters Score -1708096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1708096.375000 Penalty: 4926.381348
	Iteration 46Q: 3 clusters Score -1708096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1708096.500000 Penalty: 4926.381348
	Iteration 47Q: 3 clusters Score -1708096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1708094.750000 Penalty: 4926.381348
	Iteration 48Q: 3 clusters Score -1708095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1708094.250000 Penalty: 4926.381348
	Iteration 49Q: 3 clusters Score -1708094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1708096.125000 Penalty: 4926.381348
	Iteration 50Q: 3 clusters Score -1708096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1708098.250000 Penalty: 4926.381348
	Iteration 51Q: 3 clusters Score -1708098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1708098.875000 Penalty: 4926.381348
	Iteration 52Q: 3 clusters Score -1708099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1708099.625000 Penalty: 4926.381348
	Iteration 53Q: 3 clusters Score -1708100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1708100.500000 Penalty: 4926.381348
	Iteration 54Q: 3 clusters Score -1708100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1708100.500000 Penalty: 4926.381348
	Iteration 55F: 3 clusters Score -1708100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -568794.812500 Penalty: 2189.575684
	Iteration 0F: 2 clusters Score -568794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -563168.562500 Penalty: 4379.151367
	Iteration 0F: 3 clusters Score -563168.6 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -564633.437500 Penalty: 4379.151367
	Iteration 1F: 3 clusters Score -564633.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -564854.500000 Penalty: 4379.151367
	Iteration 2F: 3 clusters Score -564854.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -565004.187500 Penalty: 4379.151367
	Iteration 3Q: 3 clusters Score -565004.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -565104.625000 Penalty: 4379.151367
	Iteration 4Q: 3 clusters Score -565104.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -565197.437500 Penalty: 4379.151367
	Iteration 5Q: 3 clusters Score -565197.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -565266.062500 Penalty: 4379.151367
	Iteration 6Q: 3 clusters Score -565266.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -565323.750000 Penalty: 4379.151367
	Iteration 7Q: 3 clusters Score -565323.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -565386.875000 Penalty: 4379.151367
	Iteration 8Q: 3 clusters Score -565386.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -565444.875000 Penalty: 4379.151367
	Iteration 9Q: 3 clusters Score -565444.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -565491.375000 Penalty: 4379.151367
	Iteration 10Q: 3 clusters Score -565491.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -565536.062500 Penalty: 4379.151367
	Iteration 11Q: 3 clusters Score -565536.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -565582.500000 Penalty: 4379.151367
	Iteration 12Q: 3 clusters Score -565582.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -565623.562500 Penalty: 4379.151367
	Iteration 13Q: 3 clusters Score -565623.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -565655.625000 Penalty: 4379.151367
	Iteration 14Q: 3 clusters Score -565655.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -565685.312500 Penalty: 4379.151367
	Iteration 15Q: 3 clusters Score -565685.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -565722.937500 Penalty: 4379.151367
	Iteration 16Q: 3 clusters Score -565722.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -565758.312500 Penalty: 4379.151367
	Iteration 17Q: 3 clusters Score -565758.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -565797.500000 Penalty: 4379.151367
	Iteration 18Q: 3 clusters Score -565797.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -565829.000000 Penalty: 4379.151367
	Iteration 19Q: 3 clusters Score -565829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -565859.625000 Penalty: 4379.151367
	Iteration 20F: 3 clusters Score -565859.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -565895.500000 Penalty: 4379.151367
	Iteration 21Q: 3 clusters Score -565895.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -565923.687500 Penalty: 4379.151367
	Iteration 22Q: 3 clusters Score -565923.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -565962.687500 Penalty: 4379.151367
	Iteration 23Q: 3 clusters Score -565962.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -566011.062500 Penalty: 4379.151367
	Iteration 24Q: 3 clusters Score -566011.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -566059.375000 Penalty: 4379.151367
	Iteration 25Q: 3 clusters Score -566059.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -566106.687500 Penalty: 4379.151367
	Iteration 26Q: 3 clusters Score -566106.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -566147.437500 Penalty: 4379.151367
	Iteration 27Q: 3 clusters Score -566147.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -566189.312500 Penalty: 4379.151367
	Iteration 28Q: 3 clusters Score -566189.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -566234.125000 Penalty: 4379.151367
	Iteration 29Q: 3 clusters Score -566234.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -566279.812500 Penalty: 4379.151367
	Iteration 30Q: 3 clusters Score -566279.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -566337.875000 Penalty: 4379.151367
	Iteration 31Q: 3 clusters Score -566337.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -566390.000000 Penalty: 4379.151367
	Iteration 32Q: 3 clusters Score -566390 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -566440.812500 Penalty: 4379.151367
	Iteration 33Q: 3 clusters Score -566440.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -566490.125000 Penalty: 4379.151367
	Iteration 34Q: 3 clusters Score -566490.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -566535.062500 Penalty: 4379.151367
	Iteration 35Q: 3 clusters Score -566535.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -566590.812500 Penalty: 4379.151367
	Iteration 36Q: 3 clusters Score -566590.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -566645.562500 Penalty: 4379.151367
	Iteration 37Q: 3 clusters Score -566645.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -566704.812500 Penalty: 4379.151367
	Iteration 38Q: 3 clusters Score -566704.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -566762.250000 Penalty: 4379.151367
	Iteration 39Q: 3 clusters Score -566762.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -566807.687500 Penalty: 4379.151367
	Iteration 40F: 3 clusters Score -566807.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -566842.125000 Penalty: 4379.151367
	Iteration 41Q: 3 clusters Score -566842.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -566864.000000 Penalty: 4379.151367
	Iteration 42Q: 3 clusters Score -566864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -566881.187500 Penalty: 4379.151367
	Iteration 43Q: 3 clusters Score -566881.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -566895.187500 Penalty: 4379.151367
	Iteration 44Q: 3 clusters Score -566895.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -566908.312500 Penalty: 4379.151367
	Iteration 45Q: 3 clusters Score -566908.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -566917.312500 Penalty: 4379.151367
	Iteration 46Q: 3 clusters Score -566917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -566925.875000 Penalty: 4379.151367
	Iteration 47Q: 3 clusters Score -566925.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -566930.625000 Penalty: 4379.151367
	Iteration 48Q: 3 clusters Score -566930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -566936.125000 Penalty: 4379.151367
	Iteration 49Q: 3 clusters Score -566936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -566940.625000 Penalty: 4379.151367
	Iteration 50Q: 3 clusters Score -566940.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -566942.250000 Penalty: 4379.151367
	Iteration 51Q: 3 clusters Score -566942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -566944.062500 Penalty: 4379.151367
	Iteration 52Q: 3 clusters Score -566944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -566945.375000 Penalty: 4379.151367
	Iteration 53Q: 3 clusters Score -566945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -566946.187500 Penalty: 4379.151367
	Iteration 54Q: 3 clusters Score -566946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -566946.500000 Penalty: 4379.151367
	Iteration 55Q: 3 clusters Score -566946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -566946.500000 Penalty: 4379.151367
	Iteration 56F: 3 clusters Score -566946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -450448.000000 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -450448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -445609.812500 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -445609.8 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -446811.875000 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -446811.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -447069.468750 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -447069.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -447258.843750 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -447258.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -447452.562500 Penalty: 4273.511719
	Iteration 4Q: 3 clusters Score -447452.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -447684.656250 Penalty: 4273.511719
	Iteration 5Q: 3 clusters Score -447684.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -447978.593750 Penalty: 4273.511719
	Iteration 6Q: 3 clusters Score -447978.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -448266.281250 Penalty: 4273.511719
	Iteration 7Q: 3 clusters Score -448266.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -448501.781250 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -448501.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -448735.906250 Penalty: 4273.511719
	Iteration 9F: 3 clusters Score -448735.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -448953.625000 Penalty: 4273.511719
	Iteration 10F: 3 clusters Score -448953.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -449162.875000 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -449162.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -449348.812500 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -449348.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -449496.531250 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -449496.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -449627.593750 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -449627.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -449736.343750 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -449736.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -449817.906250 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -449817.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -449887.500000 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -449887.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -449953.625000 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -449953.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -450026.000000 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -450026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -450082.031250 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -450082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -450136.687500 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -450136.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -450241.500000 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -450241.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -450379.562500 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -450379.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -450477.250000 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -450477.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -450523.656250 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -450523.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -450545.437500 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -450545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -450553.937500 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -450553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -450557.031250 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -450557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -450560.187500 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -450560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -450562.250000 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -450562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -450563.875000 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -450563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -450564.718750 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -450564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -450566.625000 Penalty: 4273.511719
	Iteration 33Q: 3 clusters Score -450566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -450568.281250 Penalty: 4273.511719
	Iteration 34Q: 3 clusters Score -450568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -450568.718750 Penalty: 4273.511719
	Iteration 35Q: 3 clusters Score -450568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -450569.593750 Penalty: 4273.511719
	Iteration 36Q: 3 clusters Score -450569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -450569.843750 Penalty: 4273.511719
	Iteration 37Q: 3 clusters Score -450569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -450570.718750 Penalty: 4273.511719
	Iteration 38Q: 3 clusters Score -450570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -450571.593750 Penalty: 4273.511719
	Iteration 39Q: 3 clusters Score -450571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -450574.593750 Penalty: 4273.511719
	Iteration 40F: 3 clusters Score -450574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -450578.750000 Penalty: 4273.511719
	Iteration 41Q: 3 clusters Score -450578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -450579.875000 Penalty: 4273.511719
	Iteration 42Q: 3 clusters Score -450579.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -450581.750000 Penalty: 4273.511719
	Iteration 43Q: 3 clusters Score -450581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -450583.187500 Penalty: 4273.511719
	Iteration 44Q: 3 clusters Score -450583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450584.281250 Penalty: 4273.511719
	Iteration 45Q: 3 clusters Score -450584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -450585.875000 Penalty: 4273.511719
	Iteration 46Q: 3 clusters Score -450585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -450587.437500 Penalty: 4273.511719
	Iteration 47Q: 3 clusters Score -450587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -450589.531250 Penalty: 4273.511719
	Iteration 48Q: 3 clusters Score -450589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -450590.000000 Penalty: 4273.511719
	Iteration 49Q: 3 clusters Score -450590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -450589.781250 Penalty: 4273.511719
	Iteration 50Q: 3 clusters Score -450589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -450589.781250 Penalty: 4273.511719
	Iteration 51F: 3 clusters Score -450589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 13954 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 1794 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 1635 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 2844 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 51912 members 
Mstep: Class 18 contains 15669 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 2841 members 
Mstep: Class 22 contains 22008 members 
Mstep: Class 23 contains 7173 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 11852 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 4573 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 8214 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 24108 members 
Mstep: Class 33 contains 2414 members 
Mstep: Class 34 contains 10800 members 
Mstep: Class 35 contains 4829 members 
Mstep: Class 36 contains 59198 members 
Mstep: Class 37 contains 57352 members 
Mstep: Class 38 contains 3426 members 
Mstep: Class 39 contains 16978 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1614 members 
Mstep: Class 42 contains 2712 members 
Mstep: Class 43 contains 1090 members 
Mstep: Class 44 contains 21548 members 
Mstep: Class 45 contains 20583 members 
Mstep: Class 46 contains 6829 members 
Mstep: Class 47 contains 4475 members 
Mstep: Class 48 contains 8369 members 
Mstep: Class 49 contains 20229 members 
Mstep: Class 50 contains 1067 members 
Mstep: Class 51 contains 20186 members 
Mstep: Class 52 contains 1044 members 
Entering Unmasked Estep 
Score: -51170120.000000 Penalty: 172761.734375
Splitting cluster 47 changes total score from -51171204.000000 to -51170120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -675218.875000 Penalty: 2240.007812
	Iteration 0F: 2 clusters Score -675218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -668591.750000 Penalty: 4480.015625
	Iteration 0F: 3 clusters Score -668591.8 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -670568.875000 Penalty: 4480.015625
	Iteration 1F: 3 clusters Score -670568.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -671000.687500 Penalty: 4480.015625
	Iteration 2F: 3 clusters Score -671000.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -671398.562500 Penalty: 4480.015625
	Iteration 3F: 3 clusters Score -671398.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -671778.687500 Penalty: 4480.015625
	Iteration 4F: 3 clusters Score -671778.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -672086.125000 Penalty: 4480.015625
	Iteration 5F: 3 clusters Score -672086.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -672363.750000 Penalty: 4480.015625
	Iteration 6Q: 3 clusters Score -672363.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -672581.812500 Penalty: 4480.015625
	Iteration 7Q: 3 clusters Score -672581.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -672750.437500 Penalty: 4480.015625
	Iteration 8Q: 3 clusters Score -672750.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -672906.625000 Penalty: 4480.015625
	Iteration 9Q: 3 clusters Score -672906.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -673049.562500 Penalty: 4480.015625
	Iteration 10Q: 3 clusters Score -673049.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -673194.937500 Penalty: 4480.015625
	Iteration 11Q: 3 clusters Score -673194.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -673310.500000 Penalty: 4480.015625
	Iteration 12Q: 3 clusters Score -673310.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -673384.812500 Penalty: 4480.015625
	Iteration 13Q: 3 clusters Score -673384.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -673442.187500 Penalty: 4480.015625
	Iteration 14Q: 3 clusters Score -673442.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -673490.562500 Penalty: 4480.015625
	Iteration 15Q: 3 clusters Score -673490.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -673544.812500 Penalty: 4480.015625
	Iteration 16Q: 3 clusters Score -673544.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -673584.000000 Penalty: 4480.015625
	Iteration 17Q: 3 clusters Score -673584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -673614.062500 Penalty: 4480.015625
	Iteration 18Q: 3 clusters Score -673614.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -673640.062500 Penalty: 4480.015625
	Iteration 19Q: 3 clusters Score -673640.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -673669.250000 Penalty: 4480.015625
	Iteration 20F: 3 clusters Score -673669.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -673697.187500 Penalty: 4480.015625
	Iteration 21Q: 3 clusters Score -673697.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -673721.500000 Penalty: 4480.015625
	Iteration 22Q: 3 clusters Score -673721.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -673760.625000 Penalty: 4480.015625
	Iteration 23Q: 3 clusters Score -673760.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -673803.125000 Penalty: 4480.015625
	Iteration 24Q: 3 clusters Score -673803.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -673846.250000 Penalty: 4480.015625
	Iteration 25Q: 3 clusters Score -673846.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -673907.437500 Penalty: 4480.015625
	Iteration 26Q: 3 clusters Score -673907.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -673967.250000 Penalty: 4480.015625
	Iteration 27Q: 3 clusters Score -673967.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -674038.187500 Penalty: 4480.015625
	Iteration 28Q: 3 clusters Score -674038.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -674114.375000 Penalty: 4480.015625
	Iteration 29Q: 3 clusters Score -674114.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -674184.750000 Penalty: 4480.015625
	Iteration 30Q: 3 clusters Score -674184.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -674245.750000 Penalty: 4480.015625
	Iteration 31Q: 3 clusters Score -674245.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -674281.437500 Penalty: 4480.015625
	Iteration 32Q: 3 clusters Score -674281.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -674310.500000 Penalty: 4480.015625
	Iteration 33Q: 3 clusters Score -674310.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -674332.812500 Penalty: 4480.015625
	Iteration 34Q: 3 clusters Score -674332.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -674352.062500 Penalty: 4480.015625
	Iteration 35Q: 3 clusters Score -674352.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -674373.500000 Penalty: 4480.015625
	Iteration 36Q: 3 clusters Score -674373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -674386.750000 Penalty: 4480.015625
	Iteration 37Q: 3 clusters Score -674386.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -674395.812500 Penalty: 4480.015625
	Iteration 38Q: 3 clusters Score -674395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -674399.187500 Penalty: 4480.015625
	Iteration 39Q: 3 clusters Score -674399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -674404.750000 Penalty: 4480.015625
	Iteration 40F: 3 clusters Score -674404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -674407.187500 Penalty: 4480.015625
	Iteration 41Q: 3 clusters Score -674407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -674411.437500 Penalty: 4480.015625
	Iteration 42Q: 3 clusters Score -674411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -674412.500000 Penalty: 4480.015625
	Iteration 43Q: 3 clusters Score -674412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -674413.750000 Penalty: 4480.015625
	Iteration 44Q: 3 clusters Score -674413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -674415.500000 Penalty: 4480.015625
	Iteration 45Q: 3 clusters Score -674415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -674415.250000 Penalty: 4480.015625
	Iteration 46Q: 3 clusters Score -674415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -674414.687500 Penalty: 4480.015625
	Iteration 47Q: 3 clusters Score -674414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -674414.562500 Penalty: 4480.015625
	Iteration 48Q: 3 clusters Score -674414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -674415.250000 Penalty: 4480.015625
	Iteration 49Q: 3 clusters Score -674415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -674415.312500 Penalty: 4480.015625
	Iteration 50Q: 3 clusters Score -674415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -674415.750000 Penalty: 4480.015625
	Iteration 51Q: 3 clusters Score -674415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -674417.125000 Penalty: 4480.015625
	Iteration 52Q: 3 clusters Score -674417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -674417.312500 Penalty: 4480.015625
	Iteration 53Q: 3 clusters Score -674417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -674416.937500 Penalty: 4480.015625
	Iteration 54Q: 3 clusters Score -674416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -674416.937500 Penalty: 4480.015625
	Iteration 55F: 3 clusters Score -674416.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Entering Unmasked Estep 
Score: -1659203.875000 Penalty: 2458.888184
	Iteration 0F: 2 clusters Score -1659204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1644976.500000 Penalty: 4917.776367
	Iteration 0F: 3 clusters Score -1644976 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1649723.750000 Penalty: 4917.776367
	Iteration 1F: 3 clusters Score -1649724 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1650283.875000 Penalty: 4917.776367
	Iteration 2F: 3 clusters Score -1650284 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1650899.875000 Penalty: 4917.776367
	Iteration 3F: 3 clusters Score -1650900 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1651713.875000 Penalty: 4917.776367
	Iteration 4F: 3 clusters Score -1651714 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1652773.250000 Penalty: 4917.776367
	Iteration 5F: 3 clusters Score -1652773 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1653934.500000 Penalty: 4917.776367
	Iteration 6F: 3 clusters Score -1653934 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1654869.500000 Penalty: 4917.776367
	Iteration 7F: 3 clusters Score -1654870 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1655501.750000 Penalty: 4917.776367
	Iteration 8F: 3 clusters Score -1655502 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1655869.250000 Penalty: 4917.776367
	Iteration 9Q: 3 clusters Score -1655869 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1656135.750000 Penalty: 4917.776367
	Iteration 10Q: 3 clusters Score -1656136 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1656324.500000 Penalty: 4917.776367
	Iteration 11Q: 3 clusters Score -1656324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1656498.000000 Penalty: 4917.776367
	Iteration 12Q: 3 clusters Score -1656498 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1656717.875000 Penalty: 4917.776367
	Iteration 13Q: 3 clusters Score -1656718 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1656937.125000 Penalty: 4917.776367
	Iteration 14Q: 3 clusters Score -1656937 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1657239.500000 Penalty: 4917.776367
	Iteration 15Q: 3 clusters Score -1657240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1657590.875000 Penalty: 4917.776367
	Iteration 16Q: 3 clusters Score -1657591 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1657974.125000 Penalty: 4917.776367
	Iteration 17Q: 3 clusters Score -1657974 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1658296.500000 Penalty: 4917.776367
	Iteration 18Q: 3 clusters Score -1658296 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1658574.500000 Penalty: 4917.776367
	Iteration 19Q: 3 clusters Score -1658574 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1658748.500000 Penalty: 4917.776367
	Iteration 20F: 3 clusters Score -1658748 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1658825.375000 Penalty: 4917.776367
	Iteration 21Q: 3 clusters Score -1658825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1658869.750000 Penalty: 4917.776367
	Iteration 22Q: 3 clusters Score -1658870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1658887.125000 Penalty: 4917.776367
	Iteration 23Q: 3 clusters Score -1658887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1658901.750000 Penalty: 4917.776367
	Iteration 24Q: 3 clusters Score -1658902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1658909.750000 Penalty: 4917.776367
	Iteration 25Q: 3 clusters Score -1658910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1658924.250000 Penalty: 4917.776367
	Iteration 26Q: 3 clusters Score -1658924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1658928.875000 Penalty: 4917.776367
	Iteration 27Q: 3 clusters Score -1658929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1658933.375000 Penalty: 4917.776367
	Iteration 28Q: 3 clusters Score -1658933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1658943.125000 Penalty: 4917.776367
	Iteration 29Q: 3 clusters Score -1658943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1658943.875000 Penalty: 4917.776367
	Iteration 30Q: 3 clusters Score -1658944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1658943.625000 Penalty: 4917.776367
	Iteration 31Q: 3 clusters Score -1658944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1658944.750000 Penalty: 4917.776367
	Iteration 32Q: 3 clusters Score -1658945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1658942.125000 Penalty: 4917.776367
	Iteration 33Q: 3 clusters Score -1658942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1658943.875000 Penalty: 4917.776367
	Iteration 34Q: 3 clusters Score -1658944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1658944.500000 Penalty: 4917.776367
	Iteration 35Q: 3 clusters Score -1658944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1658947.500000 Penalty: 4917.776367
	Iteration 36Q: 3 clusters Score -1658948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1658947.250000 Penalty: 4917.776367
	Iteration 37Q: 3 clusters Score -1658947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1658947.125000 Penalty: 4917.776367
	Iteration 38Q: 3 clusters Score -1658947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1658947.125000 Penalty: 4917.776367
	Iteration 39F: 3 clusters Score -1658947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -82327.289062 Penalty: 1729.206299
	Iteration 0F: 2 clusters Score -82327.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -80376.406250 Penalty: 3458.412598
	Iteration 0F: 3 clusters Score -80376.41 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80673.312500 Penalty: 3458.412598
	Iteration 1F: 3 clusters Score -80673.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80761.562500 Penalty: 3458.412598
	Iteration 2F: 3 clusters Score -80761.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80812.031250 Penalty: 3458.412598
	Iteration 3Q: 3 clusters Score -80812.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80841.296875 Penalty: 3458.412598
	Iteration 4Q: 3 clusters Score -80841.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80873.546875 Penalty: 3458.412598
	Iteration 5Q: 3 clusters Score -80873.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80914.234375 Penalty: 3458.412598
	Iteration 6Q: 3 clusters Score -80914.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80946.273438 Penalty: 3458.412598
	Iteration 7Q: 3 clusters Score -80946.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80979.273438 Penalty: 3458.412598
	Iteration 8Q: 3 clusters Score -80979.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81006.148438 Penalty: 3458.412598
	Iteration 9Q: 3 clusters Score -81006.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81029.320312 Penalty: 3458.412598
	Iteration 10Q: 3 clusters Score -81029.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81055.078125 Penalty: 3458.412598
	Iteration 11Q: 3 clusters Score -81055.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81076.460938 Penalty: 3458.412598
	Iteration 12Q: 3 clusters Score -81076.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81103.375000 Penalty: 3458.412598
	Iteration 13Q: 3 clusters Score -81103.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81119.882812 Penalty: 3458.412598
	Iteration 14Q: 3 clusters Score -81119.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81134.968750 Penalty: 3458.412598
	Iteration 15Q: 3 clusters Score -81134.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81143.546875 Penalty: 3458.412598
	Iteration 16Q: 3 clusters Score -81143.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81155.765625 Penalty: 3458.412598
	Iteration 17Q: 3 clusters Score -81155.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81170.710938 Penalty: 3458.412598
	Iteration 18Q: 3 clusters Score -81170.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81187.929688 Penalty: 3458.412598
	Iteration 19Q: 3 clusters Score -81187.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81192.523438 Penalty: 3458.412598
	Iteration 20F: 3 clusters Score -81192.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81197.804688 Penalty: 3458.412598
	Iteration 21Q: 3 clusters Score -81197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81203.750000 Penalty: 3458.412598
	Iteration 22Q: 3 clusters Score -81203.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81205.679688 Penalty: 3458.412598
	Iteration 23Q: 3 clusters Score -81205.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81207.718750 Penalty: 3458.412598
	Iteration 24Q: 3 clusters Score -81207.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81209.000000 Penalty: 3458.412598
	Iteration 25Q: 3 clusters Score -81209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81209.984375 Penalty: 3458.412598
	Iteration 26Q: 3 clusters Score -81209.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81214.476562 Penalty: 3458.412598
	Iteration 27Q: 3 clusters Score -81214.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81215.945312 Penalty: 3458.412598
	Iteration 28Q: 3 clusters Score -81215.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81215.945312 Penalty: 3458.412598
	Iteration 29F: 3 clusters Score -81215.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (20186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Entering Unmasked Estep 
Score: -1728343.125000 Penalty: 2458.360596
	Iteration 0F: 2 clusters Score -1728343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1714182.500000 Penalty: 4916.721191
	Iteration 0F: 3 clusters Score -1714182 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1719056.125000 Penalty: 4916.721191
	Iteration 1F: 3 clusters Score -1719056 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1719561.000000 Penalty: 4916.721191
	Iteration 2F: 3 clusters Score -1719561 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1720127.125000 Penalty: 4916.721191
	Iteration 3F: 3 clusters Score -1720127 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1720825.625000 Penalty: 4916.721191
	Iteration 4F: 3 clusters Score -1720826 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1721722.000000 Penalty: 4916.721191
	Iteration 5F: 3 clusters Score -1721722 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1722839.625000 Penalty: 4916.721191
	Iteration 6F: 3 clusters Score -1722840 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1723969.500000 Penalty: 4916.721191
	Iteration 7F: 3 clusters Score -1723970 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1724874.375000 Penalty: 4916.721191
	Iteration 8F: 3 clusters Score -1724874 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1725462.250000 Penalty: 4916.721191
	Iteration 9Q: 3 clusters Score -1725462 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1725810.625000 Penalty: 4916.721191
	Iteration 10Q: 3 clusters Score -1725811 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1726021.875000 Penalty: 4916.721191
	Iteration 11Q: 3 clusters Score -1726022 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1726150.500000 Penalty: 4916.721191
	Iteration 12Q: 3 clusters Score -1726150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1726246.500000 Penalty: 4916.721191
	Iteration 13Q: 3 clusters Score -1726246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -1726304.625000 Penalty: 4916.721191
	Iteration 14Q: 3 clusters Score -1726305 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1726358.875000 Penalty: 4916.721191
	Iteration 15Q: 3 clusters Score -1726359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1726386.125000 Penalty: 4916.721191
	Iteration 16Q: 3 clusters Score -1726386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1726412.250000 Penalty: 4916.721191
	Iteration 17Q: 3 clusters Score -1726412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1726426.500000 Penalty: 4916.721191
	Iteration 18Q: 3 clusters Score -1726426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1726440.625000 Penalty: 4916.721191
	Iteration 19Q: 3 clusters Score -1726441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1726448.250000 Penalty: 4916.721191
	Iteration 20F: 3 clusters Score -1726448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1726455.375000 Penalty: 4916.721191
	Iteration 21Q: 3 clusters Score -1726455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1726463.750000 Penalty: 4916.721191
	Iteration 22Q: 3 clusters Score -1726464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -1726470.375000 Penalty: 4916.721191
	Iteration 23Q: 3 clusters Score -1726470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1726474.875000 Penalty: 4916.721191
	Iteration 24Q: 3 clusters Score -1726475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1726476.625000 Penalty: 4916.721191
	Iteration 25Q: 3 clusters Score -1726477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1726481.500000 Penalty: 4916.721191
	Iteration 26Q: 3 clusters Score -1726482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1726482.375000 Penalty: 4916.721191
	Iteration 27Q: 3 clusters Score -1726482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1726484.625000 Penalty: 4916.721191
	Iteration 28Q: 3 clusters Score -1726485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1726486.125000 Penalty: 4916.721191
	Iteration 29Q: 3 clusters Score -1726486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1726486.125000 Penalty: 4916.721191
	Iteration 30F: 3 clusters Score -1726486 nChanged 0
24->52 Clusters: Score -51171204.000000, best is -51174540.000000

Starting from 25 clusters...
--- Clustering full data set of 657721 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 27587 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 27712 members 
Mstep: Class 5 contains 27434 members 
Mstep: Class 6 contains 27373 members 
Mstep: Class 7 contains 27505 members 
Mstep: Class 8 contains 27293 members 
Mstep: Class 9 contains 27397 members 
Mstep: Class 10 contains 27538 members 
Mstep: Class 11 contains 27153 members 
Mstep: Class 12 contains 27669 members 
Mstep: Class 13 contains 27477 members 
Mstep: Class 14 contains 27285 members 
Mstep: Class 15 contains 27507 members 
Mstep: Class 16 contains 27308 members 
Mstep: Class 17 contains 27653 members 
Mstep: Class 18 contains 27369 members 
Mstep: Class 19 contains 27100 members 
Mstep: Class 20 contains 27244 members 
Mstep: Class 21 contains 27322 members 
Mstep: Class 22 contains 27245 members 
Mstep: Class 23 contains 27223 members 
Mstep: Class 24 contains 27598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 943.309998 but Gain 3322.335938
Score: -44962876.000000 Penalty: 76413.843750
Iteration 0F: 24 clusters Score -4.496288e+07 nChanged 625163
Entering Unmasked Mstep 
Mstep: Class 0 contains 700 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 25887 members 
Mstep: Class 3 contains 31851 members 
Mstep: Class 4 contains 63227 members 
Mstep: Class 6 contains 29800 members 
Mstep: Class 7 contains 22416 members 
Mstep: Class 8 contains 28908 members 
Mstep: Class 9 contains 24779 members 
Mstep: Class 10 contains 15788 members 
Mstep: Class 11 contains 19444 members 
Mstep: Class 12 contains 22696 members 
Mstep: Class 13 contains 31569 members 
Mstep: Class 14 contains 26675 members 
Mstep: Class 15 contains 67907 members 
Mstep: Class 16 contains 27238 members 
Mstep: Class 17 contains 35553 members 
Mstep: Class 18 contains 38409 members 
Mstep: Class 19 contains 16585 members 
Mstep: Class 20 contains 25083 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 20132 members 
Mstep: Class 23 contains 19930 members 
Mstep: Class 24 contains 22133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47782932.000000 Penalty: 76413.843750
Iteration 1F: 24 clusters Score -4.778293e+07 nChanged 297231
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 18685 members 
Mstep: Class 3 contains 39074 members 
Mstep: Class 4 contains 81738 members 
Mstep: Class 6 contains 28187 members 
Mstep: Class 7 contains 28716 members 
Mstep: Class 8 contains 18416 members 
Mstep: Class 9 contains 18478 members 
Mstep: Class 10 contains 10319 members 
Mstep: Class 11 contains 14342 members 
Mstep: Class 12 contains 15383 members 
Mstep: Class 13 contains 43765 members 
Mstep: Class 14 contains 22444 members 
Mstep: Class 15 contains 52921 members 
Mstep: Class 16 contains 27251 members 
Mstep: Class 17 contains 58633 members 
Mstep: Class 18 contains 50142 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 17989 members 
Mstep: Class 21 contains 17918 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 23 contains 29206 members 
Mstep: Class 24 contains 16144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48999536.000000 Penalty: 76413.843750
Iteration 2F: 24 clusters Score -4.899954e+07 nChanged 229272
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10499 members 
Mstep: Class 3 contains 43522 members 
Mstep: Class 4 contains 74485 members 
Mstep: Class 6 contains 16659 members 
Mstep: Class 7 contains 45270 members 
Mstep: Class 8 contains 12040 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 11823 members 
Mstep: Class 12 contains 9287 members 
Mstep: Class 13 contains 58604 members 
Mstep: Class 14 contains 14296 members 
Mstep: Class 15 contains 39653 members 
Mstep: Class 16 contains 25273 members 
Mstep: Class 17 contains 107604 members 
Mstep: Class 18 contains 42830 members 
Mstep: Class 19 contains 30113 members 
Mstep: Class 20 contains 10028 members 
Mstep: Class 21 contains 19191 members 
Mstep: Class 22 contains 26618 members 
Mstep: Class 23 contains 28740 members 
Mstep: Class 24 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1911.628174 but Gain 3322.343750
Score: -49826112.000000 Penalty: 73091.500000
Iteration 3F: 23 clusters Score -4.982611e+07 nChanged 159989
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 47631 members 
Mstep: Class 4 contains 69431 members 
Mstep: Class 6 contains 7093 members 
Mstep: Class 7 contains 56960 members 
Mstep: Class 8 contains 10062 members 
Mstep: Class 9 contains 4434 members 
Mstep: Class 10 contains 8758 members 
Mstep: Class 11 contains 10686 members 
Mstep: Class 12 contains 7247 members 
Mstep: Class 13 contains 70286 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 30576 members 
Mstep: Class 16 contains 27709 members 
Mstep: Class 17 contains 140496 members 
Mstep: Class 18 contains 23261 members 
Mstep: Class 19 contains 32522 members 
Mstep: Class 20 contains 5240 members 
Mstep: Class 21 contains 21389 members 
Mstep: Class 22 contains 39867 members 
Mstep: Class 23 contains 20327 members 
Mstep: Class 24 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2769.799805 but Gain 3322.343750
Score: -50255220.000000 Penalty: 69769.156250
Iteration 4F: 22 clusters Score -5.025522e+07 nChanged 100419
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 3 contains 69777 members 
Mstep: Class 4 contains 59123 members 
Mstep: Class 6 contains 2888 members 
Mstep: Class 7 contains 59706 members 
Mstep: Class 8 contains 9242 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 9843 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 71346 members 
Mstep: Class 14 contains 11860 members 
Mstep: Class 15 contains 24136 members 
Mstep: Class 16 contains 34445 members 
Mstep: Class 17 contains 155489 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 32844 members 
Mstep: Class 20 contains 4098 members 
Mstep: Class 21 contains 20426 members 
Mstep: Class 22 contains 40181 members 
Mstep: Class 23 contains 17696 members 
Mstep: Class 24 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50491520.000000 Penalty: 69769.156250
Iteration 5F: 22 clusters Score -5.049152e+07 nChanged 59219
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 3 contains 83881 members 
Mstep: Class 4 contains 50615 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 57217 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 8089 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 69320 members 
Mstep: Class 14 contains 14179 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 36636 members 
Mstep: Class 17 contains 161732 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 34105 members 
Mstep: Class 20 contains 3982 members 
Mstep: Class 21 contains 20394 members 
Mstep: Class 22 contains 37000 members 
Mstep: Class 23 contains 19819 members 
Mstep: Class 24 contains 3602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50598672.000000 Penalty: 69769.156250
Iteration 6F: 22 clusters Score -5.059867e+07 nChanged 38488
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 3 contains 88740 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 53239 members 
Mstep: Class 8 contains 7782 members 
Mstep: Class 9 contains 6292 members 
Mstep: Class 10 contains 7789 members 
Mstep: Class 11 contains 7918 members 
Mstep: Class 12 contains 7630 members 
Mstep: Class 13 contains 68143 members 
Mstep: Class 14 contains 16645 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 37775 members 
Mstep: Class 17 contains 163810 members 
Mstep: Class 18 contains 4821 members 
Mstep: Class 19 contains 34910 members 
Mstep: Class 20 contains 4081 members 
Mstep: Class 21 contains 21421 members 
Mstep: Class 22 contains 34784 members 
Mstep: Class 23 contains 22805 members 
Mstep: Class 24 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50652536.000000 Penalty: 69769.156250
Iteration 7F: 22 clusters Score -5.065254e+07 nChanged 27446
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 3 contains 89678 members 
Mstep: Class 4 contains 44630 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 49417 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 67264 members 
Mstep: Class 14 contains 19099 members 
Mstep: Class 15 contains 13683 members 
Mstep: Class 16 contains 38969 members 
Mstep: Class 17 contains 162899 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 35197 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 22639 members 
Mstep: Class 22 contains 33124 members 
Mstep: Class 23 contains 25317 members 
Mstep: Class 24 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50680712.000000 Penalty: 69769.156250
Iteration 8Q: 22 clusters Score -5.068071e+07 nChanged 22855
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 3 contains 89692 members 
Mstep: Class 4 contains 42487 members 
Mstep: Class 6 contains 5494 members 
Mstep: Class 7 contains 45973 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 8473 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 8973 members 
Mstep: Class 13 contains 66635 members 
Mstep: Class 14 contains 21538 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 160550 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 35070 members 
Mstep: Class 20 contains 4639 members 
Mstep: Class 21 contains 23650 members 
Mstep: Class 22 contains 31775 members 
Mstep: Class 23 contains 27560 members 
Mstep: Class 24 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50704272.000000 Penalty: 69769.156250
Iteration 9Q: 22 clusters Score -5.070427e+07 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 3 contains 89200 members 
Mstep: Class 4 contains 40129 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 42980 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 9499 members 
Mstep: Class 10 contains 7783 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 9776 members 
Mstep: Class 13 contains 66253 members 
Mstep: Class 14 contains 24041 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 41734 members 
Mstep: Class 17 contains 157040 members 
Mstep: Class 18 contains 10801 members 
Mstep: Class 19 contains 34859 members 
Mstep: Class 20 contains 5513 members 
Mstep: Class 21 contains 24308 members 
Mstep: Class 22 contains 30553 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50720824.000000 Penalty: 69769.156250
Iteration 10Q: 22 clusters Score -5.072082e+07 nChanged 19672
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 3 contains 88346 members 
Mstep: Class 4 contains 37539 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 10256 members 
Mstep: Class 10 contains 7855 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 10708 members 
Mstep: Class 13 contains 65990 members 
Mstep: Class 14 contains 26798 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 43216 members 
Mstep: Class 17 contains 152547 members 
Mstep: Class 18 contains 14426 members 
Mstep: Class 19 contains 34602 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 24899 members 
Mstep: Class 22 contains 29437 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50735336.000000 Penalty: 69769.156250
Iteration 11Q: 22 clusters Score -5.073534e+07 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 3 contains 87317 members 
Mstep: Class 4 contains 34593 members 
Mstep: Class 6 contains 7818 members 
Mstep: Class 7 contains 37852 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 65821 members 
Mstep: Class 14 contains 29996 members 
Mstep: Class 15 contains 10716 members 
Mstep: Class 16 contains 44620 members 
Mstep: Class 17 contains 146787 members 
Mstep: Class 18 contains 19067 members 
Mstep: Class 19 contains 34327 members 
Mstep: Class 20 contains 7103 members 
Mstep: Class 21 contains 25291 members 
Mstep: Class 22 contains 28420 members 
Mstep: Class 23 contains 32805 members 
Mstep: Class 24 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50751064.000000 Penalty: 69769.156250
Iteration 12Q: 22 clusters Score -5.075106e+07 nChanged 19846
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 3 contains 86176 members 
Mstep: Class 4 contains 31447 members 
Mstep: Class 6 contains 8446 members 
Mstep: Class 7 contains 35628 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 11336 members 
Mstep: Class 10 contains 7878 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 65718 members 
Mstep: Class 14 contains 33803 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 45994 members 
Mstep: Class 17 contains 139896 members 
Mstep: Class 18 contains 24556 members 
Mstep: Class 19 contains 34080 members 
Mstep: Class 20 contains 7681 members 
Mstep: Class 21 contains 25469 members 
Mstep: Class 22 contains 27627 members 
Mstep: Class 23 contains 34470 members 
Mstep: Class 24 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50766768.000000 Penalty: 69769.156250
Iteration 13Q: 22 clusters Score -5.076677e+07 nChanged 19545
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 3 contains 84961 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 33393 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 11643 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 4971 members 
Mstep: Class 12 contains 13626 members 
Mstep: Class 13 contains 65709 members 
Mstep: Class 14 contains 37869 members 
Mstep: Class 15 contains 10193 members 
Mstep: Class 16 contains 47289 members 
Mstep: Class 17 contains 132521 members 
Mstep: Class 18 contains 30202 members 
Mstep: Class 19 contains 33819 members 
Mstep: Class 20 contains 8060 members 
Mstep: Class 21 contains 25462 members 
Mstep: Class 22 contains 26997 members 
Mstep: Class 23 contains 36426 members 
Mstep: Class 24 contains 3459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50781104.000000 Penalty: 69769.156250
Iteration 14Q: 22 clusters Score -5.07811e+07 nChanged 17456
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 83626 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 31285 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 11886 members 
Mstep: Class 10 contains 7827 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 65725 members 
Mstep: Class 14 contains 41358 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 48667 members 
Mstep: Class 17 contains 125993 members 
Mstep: Class 18 contains 35068 members 
Mstep: Class 19 contains 33607 members 
Mstep: Class 20 contains 8223 members 
Mstep: Class 21 contains 25124 members 
Mstep: Class 22 contains 26495 members 
Mstep: Class 23 contains 38579 members 
Mstep: Class 24 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50793396.000000 Penalty: 69769.156250
Iteration 15Q: 22 clusters Score -5.07934e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 82290 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 6 contains 10088 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 12041 members 
Mstep: Class 10 contains 7808 members 
Mstep: Class 11 contains 4909 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 65739 members 
Mstep: Class 14 contains 43837 members 
Mstep: Class 15 contains 9857 members 
Mstep: Class 16 contains 50057 members 
Mstep: Class 17 contains 120792 members 
Mstep: Class 18 contains 38973 members 
Mstep: Class 19 contains 33420 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 24792 members 
Mstep: Class 22 contains 26135 members 
Mstep: Class 23 contains 40435 members 
Mstep: Class 24 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50803824.000000 Penalty: 69769.156250
Iteration 16Q: 22 clusters Score -5.080382e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 80968 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 6 contains 10493 members 
Mstep: Class 7 contains 28210 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 12127 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 15723 members 
Mstep: Class 13 contains 65789 members 
Mstep: Class 14 contains 45469 members 
Mstep: Class 15 contains 9789 members 
Mstep: Class 16 contains 51413 members 
Mstep: Class 17 contains 116878 members 
Mstep: Class 18 contains 41887 members 
Mstep: Class 19 contains 33245 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 24513 members 
Mstep: Class 22 contains 25828 members 
Mstep: Class 23 contains 41819 members 
Mstep: Class 24 contains 3460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50812216.000000 Penalty: 69769.156250
Iteration 17Q: 22 clusters Score -5.081222e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 79685 members 
Mstep: Class 4 contains 22793 members 
Mstep: Class 6 contains 10695 members 
Mstep: Class 7 contains 27420 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 12150 members 
Mstep: Class 10 contains 7784 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 16253 members 
Mstep: Class 13 contains 65827 members 
Mstep: Class 14 contains 46457 members 
Mstep: Class 15 contains 9750 members 
Mstep: Class 16 contains 52659 members 
Mstep: Class 17 contains 113935 members 
Mstep: Class 18 contains 44188 members 
Mstep: Class 19 contains 33072 members 
Mstep: Class 20 contains 8341 members 
Mstep: Class 21 contains 24122 members 
Mstep: Class 22 contains 25625 members 
Mstep: Class 23 contains 42901 members 
Mstep: Class 24 contains 3461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50817552.000000 Penalty: 69769.156250
Iteration 18Q: 22 clusters Score -5.081755e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 78460 members 
Mstep: Class 4 contains 22511 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 26840 members 
Mstep: Class 8 contains 5676 members 
Mstep: Class 9 contains 12141 members 
Mstep: Class 10 contains 7770 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 16683 members 
Mstep: Class 13 contains 65883 members 
Mstep: Class 14 contains 47016 members 
Mstep: Class 15 contains 9764 members 
Mstep: Class 16 contains 53832 members 
Mstep: Class 17 contains 111646 members 
Mstep: Class 18 contains 46021 members 
Mstep: Class 19 contains 32907 members 
Mstep: Class 20 contains 8366 members 
Mstep: Class 21 contains 23861 members 
Mstep: Class 22 contains 25454 members 
Mstep: Class 23 contains 43723 members 
Mstep: Class 24 contains 3462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50821108.000000 Penalty: 69769.156250
Iteration 19Q: 22 clusters Score -5.082111e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 77338 members 
Mstep: Class 4 contains 22384 members 
Mstep: Class 6 contains 10817 members 
Mstep: Class 7 contains 26381 members 
Mstep: Class 8 contains 5676 members 
Mstep: Class 9 contains 12104 members 
Mstep: Class 10 contains 7759 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 17052 members 
Mstep: Class 13 contains 65930 members 
Mstep: Class 14 contains 47323 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 54877 members 
Mstep: Class 17 contains 109778 members 
Mstep: Class 18 contains 47586 members 
Mstep: Class 19 contains 32766 members 
Mstep: Class 20 contains 8397 members 
Mstep: Class 21 contains 23637 members 
Mstep: Class 22 contains 25325 members 
Mstep: Class 23 contains 44396 members 
Mstep: Class 24 contains 3462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50841136.000000 Penalty: 69769.156250
Iteration 20F: 22 clusters Score -5.084114e+07 nChanged 21221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 76205 members 
Mstep: Class 4 contains 17076 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 25722 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 12821 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 17609 members 
Mstep: Class 13 contains 65963 members 
Mstep: Class 14 contains 52287 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 55964 members 
Mstep: Class 17 contains 100036 members 
Mstep: Class 18 contains 56007 members 
Mstep: Class 19 contains 32645 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 22881 members 
Mstep: Class 22 contains 24963 members 
Mstep: Class 23 contains 45729 members 
Mstep: Class 24 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50863380.000000 Penalty: 69769.156250
Iteration 21Q: 22 clusters Score -5.086338e+07 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 75192 members 
Mstep: Class 4 contains 13187 members 
Mstep: Class 6 contains 13841 members 
Mstep: Class 7 contains 25080 members 
Mstep: Class 8 contains 4826 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 18037 members 
Mstep: Class 13 contains 65997 members 
Mstep: Class 14 contains 56689 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 56938 members 
Mstep: Class 17 contains 91754 members 
Mstep: Class 18 contains 62395 members 
Mstep: Class 19 contains 32555 members 
Mstep: Class 20 contains 8732 members 
Mstep: Class 21 contains 22439 members 
Mstep: Class 22 contains 24711 members 
Mstep: Class 23 contains 46856 members 
Mstep: Class 24 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50882548.000000 Penalty: 69769.156250
Iteration 22Q: 22 clusters Score -5.088255e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 74306 members 
Mstep: Class 4 contains 11696 members 
Mstep: Class 6 contains 14029 members 
Mstep: Class 7 contains 24442 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 14020 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 18415 members 
Mstep: Class 13 contains 66051 members 
Mstep: Class 14 contains 60805 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 57793 members 
Mstep: Class 17 contains 84473 members 
Mstep: Class 18 contains 66804 members 
Mstep: Class 19 contains 32457 members 
Mstep: Class 20 contains 8805 members 
Mstep: Class 21 contains 22119 members 
Mstep: Class 22 contains 24532 members 
Mstep: Class 23 contains 47906 members 
Mstep: Class 24 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50897388.000000 Penalty: 69769.156250
Iteration 23Q: 22 clusters Score -5.089739e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 73474 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 6 contains 13841 members 
Mstep: Class 7 contains 23754 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 14437 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 18748 members 
Mstep: Class 13 contains 66110 members 
Mstep: Class 14 contains 64311 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 58583 members 
Mstep: Class 17 contains 78346 members 
Mstep: Class 18 contains 70280 members 
Mstep: Class 19 contains 32391 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 21799 members 
Mstep: Class 22 contains 24382 members 
Mstep: Class 23 contains 49018 members 
Mstep: Class 24 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50908632.000000 Penalty: 69769.156250
Iteration 24Q: 22 clusters Score -5.090863e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 72735 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 6 contains 13644 members 
Mstep: Class 7 contains 23002 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 14666 members 
Mstep: Class 10 contains 7661 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 19057 members 
Mstep: Class 13 contains 66138 members 
Mstep: Class 14 contains 67318 members 
Mstep: Class 15 contains 7820 members 
Mstep: Class 16 contains 59330 members 
Mstep: Class 17 contains 73252 members 
Mstep: Class 18 contains 72889 members 
Mstep: Class 19 contains 32322 members 
Mstep: Class 20 contains 9090 members 
Mstep: Class 21 contains 21485 members 
Mstep: Class 22 contains 24249 members 
Mstep: Class 23 contains 50197 members 
Mstep: Class 24 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50918464.000000 Penalty: 69769.156250
Iteration 25Q: 22 clusters Score -5.091846e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 72160 members 
Mstep: Class 4 contains 9804 members 
Mstep: Class 6 contains 13418 members 
Mstep: Class 7 contains 22603 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 14770 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 19336 members 
Mstep: Class 13 contains 66151 members 
Mstep: Class 14 contains 69818 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 59880 members 
Mstep: Class 17 contains 68940 members 
Mstep: Class 18 contains 74863 members 
Mstep: Class 19 contains 32191 members 
Mstep: Class 20 contains 9435 members 
Mstep: Class 21 contains 21237 members 
Mstep: Class 22 contains 24130 members 
Mstep: Class 23 contains 51130 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50925844.000000 Penalty: 69769.156250
Iteration 26Q: 22 clusters Score -5.092584e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 71664 members 
Mstep: Class 4 contains 9626 members 
Mstep: Class 6 contains 13214 members 
Mstep: Class 7 contains 22546 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 19574 members 
Mstep: Class 13 contains 66168 members 
Mstep: Class 14 contains 71637 members 
Mstep: Class 15 contains 7630 members 
Mstep: Class 16 contains 60310 members 
Mstep: Class 17 contains 65372 members 
Mstep: Class 18 contains 76176 members 
Mstep: Class 19 contains 32048 members 
Mstep: Class 20 contains 10071 members 
Mstep: Class 21 contains 21042 members 
Mstep: Class 22 contains 24019 members 
Mstep: Class 23 contains 51731 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50931256.000000 Penalty: 69769.156250
Iteration 27Q: 22 clusters Score -5.093126e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 71301 members 
Mstep: Class 4 contains 9579 members 
Mstep: Class 6 contains 13031 members 
Mstep: Class 7 contains 22611 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 66162 members 
Mstep: Class 14 contains 72656 members 
Mstep: Class 15 contains 7608 members 
Mstep: Class 16 contains 60628 members 
Mstep: Class 17 contains 62662 members 
Mstep: Class 18 contains 76864 members 
Mstep: Class 19 contains 31956 members 
Mstep: Class 20 contains 11047 members 
Mstep: Class 21 contains 20804 members 
Mstep: Class 22 contains 23930 members 
Mstep: Class 23 contains 52152 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50936288.000000 Penalty: 69769.156250
Iteration 28Q: 22 clusters Score -5.093629e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 71013 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 6 contains 12857 members 
Mstep: Class 7 contains 22718 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 15087 members 
Mstep: Class 10 contains 7653 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 19962 members 
Mstep: Class 13 contains 66182 members 
Mstep: Class 14 contains 73017 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 60859 members 
Mstep: Class 17 contains 60732 members 
Mstep: Class 18 contains 77125 members 
Mstep: Class 19 contains 31888 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 20630 members 
Mstep: Class 22 contains 23853 members 
Mstep: Class 23 contains 52428 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50940320.000000 Penalty: 69769.156250
Iteration 29Q: 22 clusters Score -5.094032e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70766 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 6 contains 12720 members 
Mstep: Class 7 contains 22857 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 15119 members 
Mstep: Class 10 contains 7651 members 
Mstep: Class 11 contains 4871 members 
Mstep: Class 12 contains 20115 members 
Mstep: Class 13 contains 66211 members 
Mstep: Class 14 contains 72900 members 
Mstep: Class 15 contains 7569 members 
Mstep: Class 16 contains 61044 members 
Mstep: Class 17 contains 59638 members 
Mstep: Class 18 contains 77084 members 
Mstep: Class 19 contains 31846 members 
Mstep: Class 20 contains 13505 members 
Mstep: Class 21 contains 20452 members 
Mstep: Class 22 contains 23779 members 
Mstep: Class 23 contains 52622 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50942460.000000 Penalty: 69769.156250
Iteration 30Q: 22 clusters Score -5.094246e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70579 members 
Mstep: Class 4 contains 9572 members 
Mstep: Class 6 contains 12606 members 
Mstep: Class 7 contains 22985 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 15159 members 
Mstep: Class 10 contains 7645 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 20226 members 
Mstep: Class 13 contains 66228 members 
Mstep: Class 14 contains 72527 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 61183 members 
Mstep: Class 17 contains 59153 members 
Mstep: Class 18 contains 76894 members 
Mstep: Class 19 contains 31847 members 
Mstep: Class 20 contains 14517 members 
Mstep: Class 21 contains 20294 members 
Mstep: Class 22 contains 23723 members 
Mstep: Class 23 contains 52756 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50943580.000000 Penalty: 69769.156250
Iteration 31Q: 22 clusters Score -5.094358e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70442 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 23102 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 15197 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 20331 members 
Mstep: Class 13 contains 66228 members 
Mstep: Class 14 contains 72052 members 
Mstep: Class 15 contains 7556 members 
Mstep: Class 16 contains 61286 members 
Mstep: Class 17 contains 59075 members 
Mstep: Class 18 contains 76648 members 
Mstep: Class 19 contains 31859 members 
Mstep: Class 20 contains 15282 members 
Mstep: Class 21 contains 20152 members 
Mstep: Class 22 contains 23674 members 
Mstep: Class 23 contains 52857 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944120.000000 Penalty: 69769.156250
Iteration 32Q: 22 clusters Score -5.094412e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70337 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 6 contains 12411 members 
Mstep: Class 7 contains 23219 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 15205 members 
Mstep: Class 10 contains 7641 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 20411 members 
Mstep: Class 13 contains 66222 members 
Mstep: Class 14 contains 71621 members 
Mstep: Class 15 contains 7572 members 
Mstep: Class 16 contains 61350 members 
Mstep: Class 17 contains 59158 members 
Mstep: Class 18 contains 76400 members 
Mstep: Class 19 contains 31876 members 
Mstep: Class 20 contains 15850 members 
Mstep: Class 21 contains 20053 members 
Mstep: Class 22 contains 23631 members 
Mstep: Class 23 contains 52933 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944200.000000 Penalty: 69769.156250
Iteration 33Q: 22 clusters Score -5.09442e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70258 members 
Mstep: Class 4 contains 9573 members 
Mstep: Class 6 contains 12328 members 
Mstep: Class 7 contains 23316 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 15226 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 12 contains 20479 members 
Mstep: Class 13 contains 66230 members 
Mstep: Class 14 contains 71246 members 
Mstep: Class 15 contains 7597 members 
Mstep: Class 16 contains 61401 members 
Mstep: Class 17 contains 59302 members 
Mstep: Class 18 contains 76165 members 
Mstep: Class 19 contains 31895 members 
Mstep: Class 20 contains 16271 members 
Mstep: Class 21 contains 19962 members 
Mstep: Class 22 contains 23591 members 
Mstep: Class 23 contains 52991 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944308.000000 Penalty: 69769.156250
Iteration 34Q: 22 clusters Score -5.094431e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70185 members 
Mstep: Class 4 contains 9574 members 
Mstep: Class 6 contains 12247 members 
Mstep: Class 7 contains 23378 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 15245 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 20552 members 
Mstep: Class 13 contains 66246 members 
Mstep: Class 14 contains 70933 members 
Mstep: Class 15 contains 7620 members 
Mstep: Class 16 contains 61452 members 
Mstep: Class 17 contains 59460 members 
Mstep: Class 18 contains 75950 members 
Mstep: Class 19 contains 31910 members 
Mstep: Class 20 contains 16595 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 22 contains 23559 members 
Mstep: Class 23 contains 53045 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944564.000000 Penalty: 69769.156250
Iteration 35Q: 22 clusters Score -5.094456e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70129 members 
Mstep: Class 4 contains 9574 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 7 contains 23429 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 7639 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 20649 members 
Mstep: Class 13 contains 66252 members 
Mstep: Class 14 contains 70705 members 
Mstep: Class 15 contains 7640 members 
Mstep: Class 16 contains 61484 members 
Mstep: Class 17 contains 59630 members 
Mstep: Class 18 contains 75752 members 
Mstep: Class 19 contains 31921 members 
Mstep: Class 20 contains 16812 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 23523 members 
Mstep: Class 23 contains 53092 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944676.000000 Penalty: 69769.156250
Iteration 36Q: 22 clusters Score -5.094468e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70081 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 6 contains 12092 members 
Mstep: Class 7 contains 23462 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 15300 members 
Mstep: Class 10 contains 7638 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20752 members 
Mstep: Class 13 contains 66258 members 
Mstep: Class 14 contains 70518 members 
Mstep: Class 15 contains 7651 members 
Mstep: Class 16 contains 61508 members 
Mstep: Class 17 contains 59791 members 
Mstep: Class 18 contains 75574 members 
Mstep: Class 19 contains 31923 members 
Mstep: Class 20 contains 16968 members 
Mstep: Class 21 contains 19778 members 
Mstep: Class 22 contains 23475 members 
Mstep: Class 23 contains 53142 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944716.000000 Penalty: 69769.156250
Iteration 37Q: 22 clusters Score -5.094472e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 70048 members 
Mstep: Class 4 contains 9577 members 
Mstep: Class 6 contains 12018 members 
Mstep: Class 7 contains 23483 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 7642 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 66261 members 
Mstep: Class 14 contains 70375 members 
Mstep: Class 15 contains 7659 members 
Mstep: Class 16 contains 61527 members 
Mstep: Class 17 contains 59929 members 
Mstep: Class 18 contains 75427 members 
Mstep: Class 19 contains 31926 members 
Mstep: Class 20 contains 17080 members 
Mstep: Class 21 contains 19746 members 
Mstep: Class 22 contains 23425 members 
Mstep: Class 23 contains 53185 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -50944896.000000 Penalty: 69769.156250
Iteration 38Q: 22 clusters Score -5.09449e+07 nChanged 657
Entering ConstructFrom: 
Score: -50944896.000000 Penalty: 69769.156250
Entering ConstructFrom: 
Trying to split cluster 3 (70031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Entering Unmasked Estep 
Score: -5858931.500000 Penalty: 2766.859863
	Iteration 0F: 2 clusters Score -5858932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -5811963.000000 Penalty: 5533.719727
	Iteration 0F: 3 clusters Score -5811963 nChanged 32835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5831489.000000 Penalty: 5533.719727
	Iteration 1F: 3 clusters Score -5831489 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5833909.000000 Penalty: 5533.719727
	Iteration 2F: 3 clusters Score -5833909 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -5837502.000000 Penalty: 5533.719727
	Iteration 3F: 3 clusters Score -5837502 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -5841886.000000 Penalty: 5533.719727
	Iteration 4F: 3 clusters Score -5841886 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5845493.000000 Penalty: 5533.719727
	Iteration 5F: 3 clusters Score -5845493 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5847922.500000 Penalty: 5533.719727
	Iteration 6F: 3 clusters Score -5847922 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5849319.500000 Penalty: 5533.719727
	Iteration 7Q: 3 clusters Score -5849320 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5850080.500000 Penalty: 5533.719727
	Iteration 8Q: 3 clusters Score -5850080 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -5850643.500000 Penalty: 5533.719727
	Iteration 9Q: 3 clusters Score -5850644 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5851016.500000 Penalty: 5533.719727
	Iteration 10Q: 3 clusters Score -5851016 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5851258.000000 Penalty: 5533.719727
	Iteration 11Q: 3 clusters Score -5851258 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5851553.000000 Penalty: 5533.719727
	Iteration 12Q: 3 clusters Score -5851553 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5851824.500000 Penalty: 5533.719727
	Iteration 13Q: 3 clusters Score -5851824 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5852084 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5852446 nChanged 1391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5852925 nChanged 1649
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Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5853436 nChanged 1916
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Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5854240 nChanged 2161
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Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5855273 nChanged 2409
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Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5856584 nChanged 2628
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Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5858284 nChanged 2730
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Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5860528 nChanged 2629
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Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5862930 nChanged 2122
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Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5864590 nChanged 1498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5865218 nChanged 990
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Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5865570 nChanged 692
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Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5865718 nChanged 523
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Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5865842 nChanged 450
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Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5865943 nChanged 337
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Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5866028 nChanged 311
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Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5866116 nChanged 282
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Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5866162 nChanged 260
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Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5866221 nChanged 239
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Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5866267 nChanged 219
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Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5866312 nChanged 186
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Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5866353 nChanged 187
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Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5866356 nChanged 162
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Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5866400 nChanged 133
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Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5866408 nChanged 101
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Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5866598 nChanged 243
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Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5866828 nChanged 398
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Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5867130 nChanged 477
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Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5867598 nChanged 528
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Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5867941 nChanged 466
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Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5868126 nChanged 360
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Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5868179 nChanged 266
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Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5868224 nChanged 219
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Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5868281 nChanged 206
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Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5868308 nChanged 175
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Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5868353 nChanged 158
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Mstep: Class 1 contains 27144 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5868346 nChanged 143
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Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5868370 nChanged 132
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Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5868377 nChanged 128
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Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5868412 nChanged 127
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Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5868427 nChanged 117
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Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5868418 nChanged 102
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Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5868424 nChanged 86
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Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5868442 nChanged 71
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Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5868429 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28110 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5868446 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5868468 nChanged 71
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Mstep: Class 1 contains 28251 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5868474 nChanged 59
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Mstep: Class 1 contains 28310 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5868472 nChanged 61
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Mstep: Class 1 contains 28371 members 
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	Iteration 64Q: 3 clusters Score -5868474 nChanged 66
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Mstep: Class 1 contains 28437 members 
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	Iteration 65Q: 3 clusters Score -5868471 nChanged 73
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5868488 nChanged 54
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Mstep: Class 1 contains 28564 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5868488 nChanged 62
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Mstep: Class 1 contains 28626 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5868490 nChanged 50
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Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5868485 nChanged 56
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Mstep: Class 1 contains 28732 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5868502 nChanged 42
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Mstep: Class 1 contains 28774 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5868514 nChanged 39
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Mstep: Class 1 contains 28813 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5868516 nChanged 47
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Mstep: Class 1 contains 28860 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5868520 nChanged 45
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Mstep: Class 1 contains 28905 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5868514 nChanged 35
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Mstep: Class 1 contains 28940 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5868514 nChanged 32
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Mstep: Class 1 contains 28972 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5868508 nChanged 25
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Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -5868511.000000 Penalty: 5533.719727
	Iteration 77Q: 3 clusters Score -5868511 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29017 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5868512 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29048 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5868516 nChanged 37
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Mstep: Class 1 contains 29085 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5868529 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -5868532.000000 Penalty: 5533.719727
	Iteration 81Q: 3 clusters Score -5868532 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29177 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5868526 nChanged 35
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Mstep: Class 1 contains 29212 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5868535 nChanged 32
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Mstep: Class 1 contains 29244 members 
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	Iteration 84Q: 3 clusters Score -5868529 nChanged 33
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Mstep: Class 1 contains 29277 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5868534 nChanged 24
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Mstep: Class 1 contains 29301 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5868536 nChanged 23
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Mstep: Class 1 contains 29324 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5868538 nChanged 14
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Mstep: Class 1 contains 29338 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5868532 nChanged 13
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	Iteration 89Q: 3 clusters Score -5868550 nChanged 21
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Mstep: Class 1 contains 29372 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5868539 nChanged 18
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5868534 nChanged 15
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	Iteration 92Q: 3 clusters Score -5868528 nChanged 19
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5868519 nChanged 16
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5868514 nChanged 16
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5868522 nChanged 21
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5868523 nChanged 24
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	Iteration 97Q: 3 clusters Score -5868536 nChanged 18
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5868548 nChanged 18
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5868550 nChanged 24
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Mstep: Class 1 contains 29561 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5868548 nChanged 27
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Mstep: Class 1 contains 29588 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5868544 nChanged 17
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Mstep: Class 1 contains 29605 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5868544 nChanged 21
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Entering Unmasked Estep 
Score: -5868534.500000 Penalty: 5533.719727
	Iteration 103Q: 3 clusters Score -5868534 nChanged 21
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Mstep: Class 1 contains 29647 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5868544 nChanged 18
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5868540 nChanged 17
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Mstep: Class 1 contains 29682 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5868539 nChanged 18
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Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -5868539.500000 Penalty: 5533.719727
	Iteration 107Q: 3 clusters Score -5868540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5868550.000000 Penalty: 5533.719727
	Iteration 108Q: 3 clusters Score -5868550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5868548.000000 Penalty: 5533.719727
	Iteration 109Q: 3 clusters Score -5868548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -5868547.000000 Penalty: 5533.719727
	Iteration 110Q: 3 clusters Score -5868547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -5868549.000000 Penalty: 5533.719727
	Iteration 111Q: 3 clusters Score -5868549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5868535.000000 Penalty: 5533.719727
	Iteration 112Q: 3 clusters Score -5868535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5868543.000000 Penalty: 5533.719727
	Iteration 113Q: 3 clusters Score -5868543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -5868542.000000 Penalty: 5533.719727
	Iteration 114Q: 3 clusters Score -5868542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5868538.500000 Penalty: 5533.719727
	Iteration 115Q: 3 clusters Score -5868538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5868538.000000 Penalty: 5533.719727
	Iteration 116Q: 3 clusters Score -5868538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5868538.000000 Penalty: 5533.719727
	Iteration 117F: 3 clusters Score -5868538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 23513 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 15352 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
Score: -50953884.000000 Penalty: 73091.500000
Splitting cluster 3 changes total score from -50944896.000000 to -50953884.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (9578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Entering Unmasked Estep 
Score: -767883.437500 Penalty: 2273.471436
	Iteration 0F: 2 clusters Score -767883.4 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 4772 members 
Entering Unmasked Estep 
Score: -760405.562500 Penalty: 4546.942871
	Iteration 0F: 3 clusters Score -760405.6 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -762452.562500 Penalty: 4546.942871
	Iteration 1F: 3 clusters Score -762452.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -762728.187500 Penalty: 4546.942871
	Iteration 2F: 3 clusters Score -762728.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -762934.687500 Penalty: 4546.942871
	Iteration 3F: 3 clusters Score -762934.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -763111.375000 Penalty: 4546.942871
	Iteration 4Q: 3 clusters Score -763111.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -763300.437500 Penalty: 4546.942871
	Iteration 5Q: 3 clusters Score -763300.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -763524.312500 Penalty: 4546.942871
	Iteration 6Q: 3 clusters Score -763524.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -763772.750000 Penalty: 4546.942871
	Iteration 7Q: 3 clusters Score -763772.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -764034.937500 Penalty: 4546.942871
	Iteration 8Q: 3 clusters Score -764034.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -764298.375000 Penalty: 4546.942871
	Iteration 9Q: 3 clusters Score -764298.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -764571.875000 Penalty: 4546.942871
	Iteration 10Q: 3 clusters Score -764571.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -764852.375000 Penalty: 4546.942871
	Iteration 11Q: 3 clusters Score -764852.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -765112.875000 Penalty: 4546.942871
	Iteration 12Q: 3 clusters Score -765112.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -765346.250000 Penalty: 4546.942871
	Iteration 13Q: 3 clusters Score -765346.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -765515.937500 Penalty: 4546.942871
	Iteration 14Q: 3 clusters Score -765515.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -765657.125000 Penalty: 4546.942871
	Iteration 15Q: 3 clusters Score -765657.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -765783.062500 Penalty: 4546.942871
	Iteration 16Q: 3 clusters Score -765783.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -765890.812500 Penalty: 4546.942871
	Iteration 17Q: 3 clusters Score -765890.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -765964.375000 Penalty: 4546.942871
	Iteration 18Q: 3 clusters Score -765964.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -766024.250000 Penalty: 4546.942871
	Iteration 19Q: 3 clusters Score -766024.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -766067.312500 Penalty: 4546.942871
	Iteration 20F: 3 clusters Score -766067.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -766099.500000 Penalty: 4546.942871
	Iteration 21Q: 3 clusters Score -766099.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -766128.312500 Penalty: 4546.942871
	Iteration 22Q: 3 clusters Score -766128.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -766149.250000 Penalty: 4546.942871
	Iteration 23Q: 3 clusters Score -766149.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -766165.125000 Penalty: 4546.942871
	Iteration 24Q: 3 clusters Score -766165.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -766178.812500 Penalty: 4546.942871
	Iteration 25Q: 3 clusters Score -766178.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -766190.062500 Penalty: 4546.942871
	Iteration 26Q: 3 clusters Score -766190.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -766198.500000 Penalty: 4546.942871
	Iteration 27Q: 3 clusters Score -766198.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -766208.187500 Penalty: 4546.942871
	Iteration 28Q: 3 clusters Score -766208.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -766212.687500 Penalty: 4546.942871
	Iteration 29Q: 3 clusters Score -766212.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -766221.562500 Penalty: 4546.942871
	Iteration 30Q: 3 clusters Score -766221.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -766229.312500 Penalty: 4546.942871
	Iteration 31Q: 3 clusters Score -766229.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -766239.187500 Penalty: 4546.942871
	Iteration 32Q: 3 clusters Score -766239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -766247.250000 Penalty: 4546.942871
	Iteration 33Q: 3 clusters Score -766247.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -766255.812500 Penalty: 4546.942871
	Iteration 34Q: 3 clusters Score -766255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -766264.125000 Penalty: 4546.942871
	Iteration 35Q: 3 clusters Score -766264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -766266.750000 Penalty: 4546.942871
	Iteration 36Q: 3 clusters Score -766266.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -766272.437500 Penalty: 4546.942871
	Iteration 37Q: 3 clusters Score -766272.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -766277.750000 Penalty: 4546.942871
	Iteration 38Q: 3 clusters Score -766277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -766285.187500 Penalty: 4546.942871
	Iteration 39Q: 3 clusters Score -766285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -766290.500000 Penalty: 4546.942871
	Iteration 40F: 3 clusters Score -766290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -766292.437500 Penalty: 4546.942871
	Iteration 41Q: 3 clusters Score -766292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -766292.437500 Penalty: 4546.942871
	Iteration 42Q: 3 clusters Score -766292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -766297.312500 Penalty: 4546.942871
	Iteration 43Q: 3 clusters Score -766297.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -766304.500000 Penalty: 4546.942871
	Iteration 44Q: 3 clusters Score -766304.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -766310.875000 Penalty: 4546.942871
	Iteration 45Q: 3 clusters Score -766310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -766312.625000 Penalty: 4546.942871
	Iteration 46Q: 3 clusters Score -766312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -766316.437500 Penalty: 4546.942871
	Iteration 47Q: 3 clusters Score -766316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -766321.125000 Penalty: 4546.942871
	Iteration 48Q: 3 clusters Score -766321.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -766327.312500 Penalty: 4546.942871
	Iteration 49Q: 3 clusters Score -766327.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -766328.625000 Penalty: 4546.942871
	Iteration 50Q: 3 clusters Score -766328.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -766334.750000 Penalty: 4546.942871
	Iteration 51Q: 3 clusters Score -766334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -766343.937500 Penalty: 4546.942871
	Iteration 52Q: 3 clusters Score -766343.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -766351.500000 Penalty: 4546.942871
	Iteration 53Q: 3 clusters Score -766351.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -766358.187500 Penalty: 4546.942871
	Iteration 54Q: 3 clusters Score -766358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -766363.062500 Penalty: 4546.942871
	Iteration 55Q: 3 clusters Score -766363.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -766370.750000 Penalty: 4546.942871
	Iteration 56Q: 3 clusters Score -766370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -766377.125000 Penalty: 4546.942871
	Iteration 57Q: 3 clusters Score -766377.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -766382.125000 Penalty: 4546.942871
	Iteration 58Q: 3 clusters Score -766382.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -766389.437500 Penalty: 4546.942871
	Iteration 59Q: 3 clusters Score -766389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -766396.250000 Penalty: 4546.942871
	Iteration 60F: 3 clusters Score -766396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -766400.000000 Penalty: 4546.942871
	Iteration 61Q: 3 clusters Score -766400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -766401.562500 Penalty: 4546.942871
	Iteration 62Q: 3 clusters Score -766401.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -766406.062500 Penalty: 4546.942871
	Iteration 63Q: 3 clusters Score -766406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -766409.687500 Penalty: 4546.942871
	Iteration 64Q: 3 clusters Score -766409.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -766414.875000 Penalty: 4546.942871
	Iteration 65Q: 3 clusters Score -766414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -766416.375000 Penalty: 4546.942871
	Iteration 66Q: 3 clusters Score -766416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -766418.562500 Penalty: 4546.942871
	Iteration 67Q: 3 clusters Score -766418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -766421.687500 Penalty: 4546.942871
	Iteration 68Q: 3 clusters Score -766421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -766422.937500 Penalty: 4546.942871
	Iteration 69Q: 3 clusters Score -766422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -766423.875000 Penalty: 4546.942871
	Iteration 70Q: 3 clusters Score -766423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -766427.000000 Penalty: 4546.942871
	Iteration 71Q: 3 clusters Score -766427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -766426.500000 Penalty: 4546.942871
	Iteration 72Q: 3 clusters Score -766426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -766429.875000 Penalty: 4546.942871
	Iteration 73Q: 3 clusters Score -766429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -766430.562500 Penalty: 4546.942871
	Iteration 74Q: 3 clusters Score -766430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -766432.125000 Penalty: 4546.942871
	Iteration 75Q: 3 clusters Score -766432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -766432.312500 Penalty: 4546.942871
	Iteration 76Q: 3 clusters Score -766432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -766432.000000 Penalty: 4546.942871
	Iteration 77Q: 3 clusters Score -766432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -766432.687500 Penalty: 4546.942871
	Iteration 78Q: 3 clusters Score -766432.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -766433.125000 Penalty: 4546.942871
	Iteration 79Q: 3 clusters Score -766433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -766433.500000 Penalty: 4546.942871
	Iteration 80F: 3 clusters Score -766433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -766434.687500 Penalty: 4546.942871
	Iteration 81Q: 3 clusters Score -766434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -766434.687500 Penalty: 4546.942871
	Iteration 82F: 3 clusters Score -766434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Entering Unmasked Estep 
Score: -945828.625000 Penalty: 2328.178467
	Iteration 0F: 2 clusters Score -945828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -936990.312500 Penalty: 4656.356934
	Iteration 0F: 3 clusters Score -936990.3 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -940429.562500 Penalty: 4656.356934
	Iteration 1F: 3 clusters Score -940429.6 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -942557.312500 Penalty: 4656.356934
	Iteration 2F: 3 clusters Score -942557.3 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -947246.187500 Penalty: 4656.356934
	Iteration 3F: 3 clusters Score -947246.2 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -951795.812500 Penalty: 4656.356934
	Iteration 4F: 3 clusters Score -951795.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -952967.062500 Penalty: 4656.356934
	Iteration 5F: 3 clusters Score -952967.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -953414.250000 Penalty: 4656.356934
	Iteration 6Q: 3 clusters Score -953414.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -953657.250000 Penalty: 4656.356934
	Iteration 7Q: 3 clusters Score -953657.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -953733.500000 Penalty: 4656.356934
	Iteration 8Q: 3 clusters Score -953733.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -953762.312500 Penalty: 4656.356934
	Iteration 9Q: 3 clusters Score -953762.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -953782.250000 Penalty: 4656.356934
	Iteration 10Q: 3 clusters Score -953782.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -953808.687500 Penalty: 4656.356934
	Iteration 11Q: 3 clusters Score -953808.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -953831.125000 Penalty: 4656.356934
	Iteration 12Q: 3 clusters Score -953831.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -953863.062500 Penalty: 4656.356934
	Iteration 13Q: 3 clusters Score -953863.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -953903.875000 Penalty: 4656.356934
	Iteration 14Q: 3 clusters Score -953903.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -953970.812500 Penalty: 4656.356934
	Iteration 15Q: 3 clusters Score -953970.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -954072.375000 Penalty: 4656.356934
	Iteration 16Q: 3 clusters Score -954072.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -954230.687500 Penalty: 4656.356934
	Iteration 17Q: 3 clusters Score -954230.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -954450.312500 Penalty: 4656.356934
	Iteration 18Q: 3 clusters Score -954450.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -954657.562500 Penalty: 4656.356934
	Iteration 19Q: 3 clusters Score -954657.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -954780.125000 Penalty: 4656.356934
	Iteration 20F: 3 clusters Score -954780.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -954859.437500 Penalty: 4656.356934
	Iteration 21Q: 3 clusters Score -954859.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -954892.750000 Penalty: 4656.356934
	Iteration 22Q: 3 clusters Score -954892.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -954907.375000 Penalty: 4656.356934
	Iteration 23Q: 3 clusters Score -954907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -954918.625000 Penalty: 4656.356934
	Iteration 24Q: 3 clusters Score -954918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -954921.500000 Penalty: 4656.356934
	Iteration 25Q: 3 clusters Score -954921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -954923.000000 Penalty: 4656.356934
	Iteration 26Q: 3 clusters Score -954923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -954927.562500 Penalty: 4656.356934
	Iteration 27Q: 3 clusters Score -954927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -954930.875000 Penalty: 4656.356934
	Iteration 28Q: 3 clusters Score -954930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -954931.062500 Penalty: 4656.356934
	Iteration 29Q: 3 clusters Score -954931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -954931.000000 Penalty: 4656.356934
	Iteration 30Q: 3 clusters Score -954931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -954931.750000 Penalty: 4656.356934
	Iteration 31Q: 3 clusters Score -954931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -954932.437500 Penalty: 4656.356934
	Iteration 32Q: 3 clusters Score -954932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -954933.062500 Penalty: 4656.356934
	Iteration 33Q: 3 clusters Score -954933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -954933.500000 Penalty: 4656.356934
	Iteration 34Q: 3 clusters Score -954933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -954933.500000 Penalty: 4656.356934
	Iteration 35F: 3 clusters Score -954933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 23513 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 15352 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
Score: -50961936.000000 Penalty: 76413.843750
Splitting cluster 6 changes total score from -50944896.000000 to -50961936.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (23513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Entering Unmasked Estep 
Score: -1911387.125000 Penalty: 2496.196533
	Iteration 0F: 2 clusters Score -1911387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1895164.750000 Penalty: 4992.393066
	Iteration 0F: 3 clusters Score -1895165 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1902363.625000 Penalty: 4992.393066
	Iteration 1F: 3 clusters Score -1902364 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1907367.375000 Penalty: 4992.393066
	Iteration 2F: 3 clusters Score -1907367 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1914514.875000 Penalty: 4992.393066
	Iteration 3F: 3 clusters Score -1914515 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1920409.625000 Penalty: 4992.393066
	Iteration 4F: 3 clusters Score -1920410 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1925192.500000 Penalty: 4992.393066
	Iteration 5F: 3 clusters Score -1925192 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1926611.875000 Penalty: 4992.393066
	Iteration 6Q: 3 clusters Score -1926612 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1926790.625000 Penalty: 4992.393066
	Iteration 7Q: 3 clusters Score -1926791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1926822.750000 Penalty: 4992.393066
	Iteration 8Q: 3 clusters Score -1926823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1926826.125000 Penalty: 4992.393066
	Iteration 9Q: 3 clusters Score -1926826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1926828.000000 Penalty: 4992.393066
	Iteration 10Q: 3 clusters Score -1926828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1926829.125000 Penalty: 4992.393066
	Iteration 11Q: 3 clusters Score -1926829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1926832.250000 Penalty: 4992.393066
	Iteration 12Q: 3 clusters Score -1926832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1926828.875000 Penalty: 4992.393066
	Iteration 13Q: 3 clusters Score -1926829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1926828.625000 Penalty: 4992.393066
	Iteration 14Q: 3 clusters Score -1926829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1926832.000000 Penalty: 4992.393066
	Iteration 15Q: 3 clusters Score -1926832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1926832.875000 Penalty: 4992.393066
	Iteration 16Q: 3 clusters Score -1926833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1926831.250000 Penalty: 4992.393066
	Iteration 17Q: 3 clusters Score -1926831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1926832.125000 Penalty: 4992.393066
	Iteration 18Q: 3 clusters Score -1926832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1926834.500000 Penalty: 4992.393066
	Iteration 19Q: 3 clusters Score -1926834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1926832.875000 Penalty: 4992.393066
	Iteration 20F: 3 clusters Score -1926833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 15352 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Entering Unmasked Estep 
Score: -50976240.000000 Penalty: 79736.179688
Splitting cluster 7 changes total score from -50944896.000000 to -50976240.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -214002.765625 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -214002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -210482.390625 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -210482.4 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -212334.453125 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -212334.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -213524.656250 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -213524.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -214478.546875 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -214478.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -215096.125000 Penalty: 4088.145752
	Iteration 4F: 3 clusters Score -215096.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -215450.250000 Penalty: 4088.145752
	Iteration 5F: 3 clusters Score -215450.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215614.281250 Penalty: 4088.145752
	Iteration 6Q: 3 clusters Score -215614.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215717.796875 Penalty: 4088.145752
	Iteration 7Q: 3 clusters Score -215717.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -215815.718750 Penalty: 4088.145752
	Iteration 8Q: 3 clusters Score -215815.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -215994.203125 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -215994.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -216300.828125 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -216300.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -216559.656250 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -216559.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -216712.140625 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -216712.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -216836.703125 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -216836.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -216888.234375 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -216888.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -216917.500000 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -216917.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -216935.531250 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -216935.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -216949.328125 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -216949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -216963.265625 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -216963.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -216977.687500 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -216977.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -216983.812500 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -216983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -216987.406250 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -216987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -216988.859375 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -216988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -216989.125000 Penalty: 4088.145752
	Iteration 23Q: 3 clusters Score -216989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -216991.421875 Penalty: 4088.145752
	Iteration 24Q: 3 clusters Score -216991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -216994.437500 Penalty: 4088.145752
	Iteration 25Q: 3 clusters Score -216994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -216995.578125 Penalty: 4088.145752
	Iteration 26Q: 3 clusters Score -216995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -216996.421875 Penalty: 4088.145752
	Iteration 27Q: 3 clusters Score -216996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -216997.250000 Penalty: 4088.145752
	Iteration 28Q: 3 clusters Score -216997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -216997.531250 Penalty: 4088.145752
	Iteration 29Q: 3 clusters Score -216997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -216997.734375 Penalty: 4088.145752
	Iteration 30Q: 3 clusters Score -216997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -216998.531250 Penalty: 4088.145752
	Iteration 31Q: 3 clusters Score -216998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -216998.609375 Penalty: 4088.145752
	Iteration 32Q: 3 clusters Score -216998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -216998.609375 Penalty: 4088.145752
	Iteration 33F: 3 clusters Score -216998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 15352 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Entering Unmasked Estep 
Score: -50977996.000000 Penalty: 83058.523438
Splitting cluster 8 changes total score from -50944896.000000 to -50977996.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (15352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Entering Unmasked Estep 
Score: -1085324.625000 Penalty: 2390.472168
	Iteration 0F: 2 clusters Score -1085325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1074190.750000 Penalty: 4780.944336
	Iteration 0F: 3 clusters Score -1074191 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1078561.375000 Penalty: 4780.944336
	Iteration 1F: 3 clusters Score -1078561 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1080416.125000 Penalty: 4780.944336
	Iteration 2F: 3 clusters Score -1080416 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1082609.875000 Penalty: 4780.944336
	Iteration 3F: 3 clusters Score -1082610 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1084343.125000 Penalty: 4780.944336
	Iteration 4F: 3 clusters Score -1084343 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1085124.875000 Penalty: 4780.944336
	Iteration 5F: 3 clusters Score -1085125 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1085436.125000 Penalty: 4780.944336
	Iteration 6Q: 3 clusters Score -1085436 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1085584.000000 Penalty: 4780.944336
	Iteration 7Q: 3 clusters Score -1085584 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1085684.375000 Penalty: 4780.944336
	Iteration 8Q: 3 clusters Score -1085684 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1085732.625000 Penalty: 4780.944336
	Iteration 9Q: 3 clusters Score -1085733 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1085765.375000 Penalty: 4780.944336
	Iteration 10Q: 3 clusters Score -1085765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1085797.250000 Penalty: 4780.944336
	Iteration 11Q: 3 clusters Score -1085797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1085816.625000 Penalty: 4780.944336
	Iteration 12Q: 3 clusters Score -1085817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1085832.875000 Penalty: 4780.944336
	Iteration 13Q: 3 clusters Score -1085833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1085851.625000 Penalty: 4780.944336
	Iteration 14Q: 3 clusters Score -1085852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1085864.625000 Penalty: 4780.944336
	Iteration 15Q: 3 clusters Score -1085865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1085872.875000 Penalty: 4780.944336
	Iteration 16Q: 3 clusters Score -1085873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1085888.750000 Penalty: 4780.944336
	Iteration 17Q: 3 clusters Score -1085889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1085900.125000 Penalty: 4780.944336
	Iteration 18Q: 3 clusters Score -1085900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1085906.875000 Penalty: 4780.944336
	Iteration 19Q: 3 clusters Score -1085907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1085918.000000 Penalty: 4780.944336
	Iteration 20F: 3 clusters Score -1085918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1085926.500000 Penalty: 4780.944336
	Iteration 21Q: 3 clusters Score -1085926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1085936.500000 Penalty: 4780.944336
	Iteration 22Q: 3 clusters Score -1085936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1085941.250000 Penalty: 4780.944336
	Iteration 23Q: 3 clusters Score -1085941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1085952.125000 Penalty: 4780.944336
	Iteration 24Q: 3 clusters Score -1085952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1085955.000000 Penalty: 4780.944336
	Iteration 25Q: 3 clusters Score -1085955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1085960.375000 Penalty: 4780.944336
	Iteration 26Q: 3 clusters Score -1085960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1085962.250000 Penalty: 4780.944336
	Iteration 27Q: 3 clusters Score -1085962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1085963.250000 Penalty: 4780.944336
	Iteration 28Q: 3 clusters Score -1085963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1085964.875000 Penalty: 4780.944336
	Iteration 29Q: 3 clusters Score -1085965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1085969.500000 Penalty: 4780.944336
	Iteration 30Q: 3 clusters Score -1085970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1085971.125000 Penalty: 4780.944336
	Iteration 31Q: 3 clusters Score -1085971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1085975.625000 Penalty: 4780.944336
	Iteration 32Q: 3 clusters Score -1085976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1085975.000000 Penalty: 4780.944336
	Iteration 33Q: 3 clusters Score -1085975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1085973.375000 Penalty: 4780.944336
	Iteration 34Q: 3 clusters Score -1085973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1085975.125000 Penalty: 4780.944336
	Iteration 35Q: 3 clusters Score -1085975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1085973.375000 Penalty: 4780.944336
	Iteration 36Q: 3 clusters Score -1085973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1085972.750000 Penalty: 4780.944336
	Iteration 37Q: 3 clusters Score -1085973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1085972.750000 Penalty: 4780.944336
	Iteration 38Q: 3 clusters Score -1085973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1085975.375000 Penalty: 4780.944336
	Iteration 39Q: 3 clusters Score -1085975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1085977.750000 Penalty: 4780.944336
	Iteration 40F: 3 clusters Score -1085978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1085981.000000 Penalty: 4780.944336
	Iteration 41Q: 3 clusters Score -1085981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1085979.875000 Penalty: 4780.944336
	Iteration 42Q: 3 clusters Score -1085980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1085978.125000 Penalty: 4780.944336
	Iteration 43Q: 3 clusters Score -1085978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1085976.125000 Penalty: 4780.944336
	Iteration 44Q: 3 clusters Score -1085976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1085980.375000 Penalty: 4780.944336
	Iteration 45Q: 3 clusters Score -1085980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1085980.250000 Penalty: 4780.944336
	Iteration 46Q: 3 clusters Score -1085980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1085983.750000 Penalty: 4780.944336
	Iteration 47Q: 3 clusters Score -1085984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1085982.125000 Penalty: 4780.944336
	Iteration 48Q: 3 clusters Score -1085982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1085980.375000 Penalty: 4780.944336
	Iteration 49Q: 3 clusters Score -1085980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1085983.000000 Penalty: 4780.944336
	Iteration 50Q: 3 clusters Score -1085983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1085981.625000 Penalty: 4780.944336
	Iteration 51Q: 3 clusters Score -1085982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1085982.750000 Penalty: 4780.944336
	Iteration 52Q: 3 clusters Score -1085983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1085984.875000 Penalty: 4780.944336
	Iteration 53Q: 3 clusters Score -1085985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1085985.250000 Penalty: 4780.944336
	Iteration 54Q: 3 clusters Score -1085985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1085983.000000 Penalty: 4780.944336
	Iteration 55Q: 3 clusters Score -1085983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1085984.000000 Penalty: 4780.944336
	Iteration 56Q: 3 clusters Score -1085984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1085984.000000 Penalty: 4780.944336
	Iteration 57Q: 3 clusters Score -1085984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1085985.125000 Penalty: 4780.944336
	Iteration 58Q: 3 clusters Score -1085985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1085988.000000 Penalty: 4780.944336
	Iteration 59Q: 3 clusters Score -1085988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1085987.375000 Penalty: 4780.944336
	Iteration 60F: 3 clusters Score -1085987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1085989.375000 Penalty: 4780.944336
	Iteration 61Q: 3 clusters Score -1085989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1085989.250000 Penalty: 4780.944336
	Iteration 62Q: 3 clusters Score -1085989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1085987.250000 Penalty: 4780.944336
	Iteration 63Q: 3 clusters Score -1085987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1085986.125000 Penalty: 4780.944336
	Iteration 64Q: 3 clusters Score -1085986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1085987.000000 Penalty: 4780.944336
	Iteration 65Q: 3 clusters Score -1085987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1085986.375000 Penalty: 4780.944336
	Iteration 66Q: 3 clusters Score -1085986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1085985.875000 Penalty: 4780.944336
	Iteration 67Q: 3 clusters Score -1085986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1085985.875000 Penalty: 4780.944336
	Iteration 68F: 3 clusters Score -1085986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Entering Unmasked Estep 
Score: -50977836.000000 Penalty: 86380.867188
Splitting cluster 9 changes total score from -50944896.000000 to -50977836.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -559690.875000 Penalty: 2217.405762
	Iteration 0F: 2 clusters Score -559690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -553668.562500 Penalty: 4434.811523
	Iteration 0F: 3 clusters Score -553668.6 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -557274.000000 Penalty: 4434.811523
	Iteration 1F: 3 clusters Score -557274 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -560755.750000 Penalty: 4434.811523
	Iteration 2F: 3 clusters Score -560755.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -563654.312500 Penalty: 4434.811523
	Iteration 3F: 3 clusters Score -563654.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -566446.875000 Penalty: 4434.811523
	Iteration 4F: 3 clusters Score -566446.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -568131.000000 Penalty: 4434.811523
	Iteration 5Q: 3 clusters Score -568131 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -568181.375000 Penalty: 4434.811523
	Iteration 6Q: 3 clusters Score -568181.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -568197.312500 Penalty: 4434.811523
	Iteration 7Q: 3 clusters Score -568197.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -568209.375000 Penalty: 4434.811523
	Iteration 8Q: 3 clusters Score -568209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -568219.375000 Penalty: 4434.811523
	Iteration 9Q: 3 clusters Score -568219.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -568223.937500 Penalty: 4434.811523
	Iteration 10Q: 3 clusters Score -568223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -568224.500000 Penalty: 4434.811523
	Iteration 11Q: 3 clusters Score -568224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -568225.937500 Penalty: 4434.811523
	Iteration 12Q: 3 clusters Score -568225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -568226.687500 Penalty: 4434.811523
	Iteration 13Q: 3 clusters Score -568226.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -568227.187500 Penalty: 4434.811523
	Iteration 14Q: 3 clusters Score -568227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -568228.687500 Penalty: 4434.811523
	Iteration 15Q: 3 clusters Score -568228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -568228.562500 Penalty: 4434.811523
	Iteration 16Q: 3 clusters Score -568228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -568229.375000 Penalty: 4434.811523
	Iteration 17Q: 3 clusters Score -568229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -568228.750000 Penalty: 4434.811523
	Iteration 18Q: 3 clusters Score -568228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -568231.250000 Penalty: 4434.811523
	Iteration 19Q: 3 clusters Score -568231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -568231.250000 Penalty: 4434.811523
	Iteration 20F: 3 clusters Score -568231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Entering Unmasked Estep 
Score: -50985212.000000 Penalty: 89703.203125
Splitting cluster 10 changes total score from -50944896.000000 to -50985212.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (4889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Entering Unmasked Estep 
Score: -360885.093750 Penalty: 2106.696289
	Iteration 0F: 2 clusters Score -360885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -356577.781250 Penalty: 4213.392578
	Iteration 0F: 3 clusters Score -356577.8 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -359021.750000 Penalty: 4213.392578
	Iteration 1F: 3 clusters Score -359021.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -361325.406250 Penalty: 4213.392578
	Iteration 2F: 3 clusters Score -361325.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362465.500000 Penalty: 4213.392578
	Iteration 3F: 3 clusters Score -362465.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -363113.468750 Penalty: 4213.392578
	Iteration 4F: 3 clusters Score -363113.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -363709.218750 Penalty: 4213.392578
	Iteration 5Q: 3 clusters Score -363709.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364022.687500 Penalty: 4213.392578
	Iteration 6Q: 3 clusters Score -364022.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -364167.750000 Penalty: 4213.392578
	Iteration 7Q: 3 clusters Score -364167.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364255.593750 Penalty: 4213.392578
	Iteration 8Q: 3 clusters Score -364255.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -364321.000000 Penalty: 4213.392578
	Iteration 9Q: 3 clusters Score -364321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364400.906250 Penalty: 4213.392578
	Iteration 10Q: 3 clusters Score -364400.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -364495.343750 Penalty: 4213.392578
	Iteration 11Q: 3 clusters Score -364495.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -364601.125000 Penalty: 4213.392578
	Iteration 12Q: 3 clusters Score -364601.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364679.718750 Penalty: 4213.392578
	Iteration 13Q: 3 clusters Score -364679.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -364728.062500 Penalty: 4213.392578
	Iteration 14Q: 3 clusters Score -364728.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -364752.312500 Penalty: 4213.392578
	Iteration 15Q: 3 clusters Score -364752.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -364781.531250 Penalty: 4213.392578
	Iteration 16Q: 3 clusters Score -364781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -364792.218750 Penalty: 4213.392578
	Iteration 17Q: 3 clusters Score -364792.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -364800.062500 Penalty: 4213.392578
	Iteration 18Q: 3 clusters Score -364800.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -364804.718750 Penalty: 4213.392578
	Iteration 19Q: 3 clusters Score -364804.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -364815.718750 Penalty: 4213.392578
	Iteration 20F: 3 clusters Score -364815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -364830.843750 Penalty: 4213.392578
	Iteration 21Q: 3 clusters Score -364830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -364848.500000 Penalty: 4213.392578
	Iteration 22Q: 3 clusters Score -364848.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -364874.437500 Penalty: 4213.392578
	Iteration 23Q: 3 clusters Score -364874.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -364911.968750 Penalty: 4213.392578
	Iteration 24Q: 3 clusters Score -364912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -364942.531250 Penalty: 4213.392578
	Iteration 25Q: 3 clusters Score -364942.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -364972.812500 Penalty: 4213.392578
	Iteration 26Q: 3 clusters Score -364972.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -364996.656250 Penalty: 4213.392578
	Iteration 27Q: 3 clusters Score -364996.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -365041.812500 Penalty: 4213.392578
	Iteration 28Q: 3 clusters Score -365041.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -365084.625000 Penalty: 4213.392578
	Iteration 29Q: 3 clusters Score -365084.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -365112.750000 Penalty: 4213.392578
	Iteration 30Q: 3 clusters Score -365112.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -365128.156250 Penalty: 4213.392578
	Iteration 31Q: 3 clusters Score -365128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -365131.937500 Penalty: 4213.392578
	Iteration 32Q: 3 clusters Score -365131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -365132.781250 Penalty: 4213.392578
	Iteration 33Q: 3 clusters Score -365132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -365134.062500 Penalty: 4213.392578
	Iteration 34Q: 3 clusters Score -365134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -365134.062500 Penalty: 4213.392578
	Iteration 35F: 3 clusters Score -365134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 20950 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Entering Unmasked Estep 
Score: -50988356.000000 Penalty: 93025.546875
Splitting cluster 11 changes total score from -50944896.000000 to -50988356.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (20950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Entering Unmasked Estep 
Score: -1733156.375000 Penalty: 2467.573730
	Iteration 0F: 2 clusters Score -1733156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1718542.000000 Penalty: 4935.147461
	Iteration 0F: 3 clusters Score -1718542 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1723724.125000 Penalty: 4935.147461
	Iteration 1F: 3 clusters Score -1723724 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1724650.875000 Penalty: 4935.147461
	Iteration 2F: 3 clusters Score -1724651 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1725925.500000 Penalty: 4935.147461
	Iteration 3F: 3 clusters Score -1725926 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1727645.875000 Penalty: 4935.147461
	Iteration 4F: 3 clusters Score -1727646 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1729737.375000 Penalty: 4935.147461
	Iteration 5F: 3 clusters Score -1729737 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1731949.625000 Penalty: 4935.147461
	Iteration 6F: 3 clusters Score -1731950 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1733729.500000 Penalty: 4935.147461
	Iteration 7F: 3 clusters Score -1733730 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1734720.000000 Penalty: 4935.147461
	Iteration 8Q: 3 clusters Score -1734720 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1735193.000000 Penalty: 4935.147461
	Iteration 9Q: 3 clusters Score -1735193 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1735444.375000 Penalty: 4935.147461
	Iteration 10Q: 3 clusters Score -1735444 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1735577.000000 Penalty: 4935.147461
	Iteration 11Q: 3 clusters Score -1735577 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1735632.000000 Penalty: 4935.147461
	Iteration 12Q: 3 clusters Score -1735632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1735662.750000 Penalty: 4935.147461
	Iteration 13Q: 3 clusters Score -1735663 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1735702.125000 Penalty: 4935.147461
	Iteration 14Q: 3 clusters Score -1735702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1735726.750000 Penalty: 4935.147461
	Iteration 15Q: 3 clusters Score -1735727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1735740.000000 Penalty: 4935.147461
	Iteration 16Q: 3 clusters Score -1735740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1735749.750000 Penalty: 4935.147461
	Iteration 17Q: 3 clusters Score -1735750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1735760.250000 Penalty: 4935.147461
	Iteration 18Q: 3 clusters Score -1735760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1735771.750000 Penalty: 4935.147461
	Iteration 19Q: 3 clusters Score -1735772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1735782.875000 Penalty: 4935.147461
	Iteration 20F: 3 clusters Score -1735783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1735781.375000 Penalty: 4935.147461
	Iteration 21Q: 3 clusters Score -1735781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1735780.375000 Penalty: 4935.147461
	Iteration 22Q: 3 clusters Score -1735780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1735782.750000 Penalty: 4935.147461
	Iteration 23Q: 3 clusters Score -1735783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1735783.375000 Penalty: 4935.147461
	Iteration 24Q: 3 clusters Score -1735783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1735789.500000 Penalty: 4935.147461
	Iteration 25Q: 3 clusters Score -1735790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1735791.000000 Penalty: 4935.147461
	Iteration 26Q: 3 clusters Score -1735791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1735794.875000 Penalty: 4935.147461
	Iteration 27Q: 3 clusters Score -1735795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1735789.875000 Penalty: 4935.147461
	Iteration 28Q: 3 clusters Score -1735790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1735789.250000 Penalty: 4935.147461
	Iteration 29Q: 3 clusters Score -1735789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1735794.750000 Penalty: 4935.147461
	Iteration 30Q: 3 clusters Score -1735795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1735792.000000 Penalty: 4935.147461
	Iteration 31Q: 3 clusters Score -1735792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1735791.500000 Penalty: 4935.147461
	Iteration 32Q: 3 clusters Score -1735792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1735794.625000 Penalty: 4935.147461
	Iteration 33Q: 3 clusters Score -1735795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1735793.500000 Penalty: 4935.147461
	Iteration 34Q: 3 clusters Score -1735794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1735793.500000 Penalty: 4935.147461
	Iteration 35F: 3 clusters Score -1735794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 66265 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Entering Unmasked Estep 
Score: -50990296.000000 Penalty: 96347.882812
Splitting cluster 12 changes total score from -50944896.000000 to -50990296.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (66265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Entering Unmasked Estep 
Score: -5479751.000000 Penalty: 2753.151611
	Iteration 0F: 2 clusters Score -5479751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5435229.000000 Penalty: 5506.303223
	Iteration 0F: 3 clusters Score -5435229 nChanged 30925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5454593.000000 Penalty: 5506.303223
	Iteration 1F: 3 clusters Score -5454593 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5457859.500000 Penalty: 5506.303223
	Iteration 2F: 3 clusters Score -5457860 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -5462418.500000 Penalty: 5506.303223
	Iteration 3F: 3 clusters Score -5462418 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -5467451.000000 Penalty: 5506.303223
	Iteration 4F: 3 clusters Score -5467451 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -5472077.500000 Penalty: 5506.303223
	Iteration 5F: 3 clusters Score -5472078 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -5475749.000000 Penalty: 5506.303223
	Iteration 6F: 3 clusters Score -5475749 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -5478437.000000 Penalty: 5506.303223
	Iteration 7F: 3 clusters Score -5478437 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -5480230.000000 Penalty: 5506.303223
	Iteration 8Q: 3 clusters Score -5480230 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -5481355.000000 Penalty: 5506.303223
	Iteration 9Q: 3 clusters Score -5481355 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -5481967.000000 Penalty: 5506.303223
	Iteration 10Q: 3 clusters Score -5481967 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -5482261.000000 Penalty: 5506.303223
	Iteration 11Q: 3 clusters Score -5482261 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -5482419.500000 Penalty: 5506.303223
	Iteration 12Q: 3 clusters Score -5482420 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -5482518.500000 Penalty: 5506.303223
	Iteration 13Q: 3 clusters Score -5482518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -5482559.000000 Penalty: 5506.303223
	Iteration 14Q: 3 clusters Score -5482559 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -5482624.500000 Penalty: 5506.303223
	Iteration 15Q: 3 clusters Score -5482624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -5482651.500000 Penalty: 5506.303223
	Iteration 16Q: 3 clusters Score -5482652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -5482663.000000 Penalty: 5506.303223
	Iteration 17Q: 3 clusters Score -5482663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -5482673.500000 Penalty: 5506.303223
	Iteration 18Q: 3 clusters Score -5482674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -5482679.000000 Penalty: 5506.303223
	Iteration 19Q: 3 clusters Score -5482679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -5482687.000000 Penalty: 5506.303223
	Iteration 20F: 3 clusters Score -5482687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -5482691.000000 Penalty: 5506.303223
	Iteration 21Q: 3 clusters Score -5482691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -5482704.000000 Penalty: 5506.303223
	Iteration 22Q: 3 clusters Score -5482704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -5482700.000000 Penalty: 5506.303223
	Iteration 23Q: 3 clusters Score -5482700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -5482694.500000 Penalty: 5506.303223
	Iteration 24Q: 3 clusters Score -5482694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -5482717.000000 Penalty: 5506.303223
	Iteration 25Q: 3 clusters Score -5482717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -5482709.500000 Penalty: 5506.303223
	Iteration 26Q: 3 clusters Score -5482710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -5482705.000000 Penalty: 5506.303223
	Iteration 27Q: 3 clusters Score -5482705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -5482708.000000 Penalty: 5506.303223
	Iteration 28Q: 3 clusters Score -5482708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -5482705.500000 Penalty: 5506.303223
	Iteration 29Q: 3 clusters Score -5482706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -5482706.000000 Penalty: 5506.303223
	Iteration 30Q: 3 clusters Score -5482706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -5482708.000000 Penalty: 5506.303223
	Iteration 31Q: 3 clusters Score -5482708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -5482707.000000 Penalty: 5506.303223
	Iteration 32Q: 3 clusters Score -5482707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -5482705.500000 Penalty: 5506.303223
	Iteration 33Q: 3 clusters Score -5482706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -5482705.500000 Penalty: 5506.303223
	Iteration 34F: 3 clusters Score -5482706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 70275 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Entering Unmasked Estep 
Score: -50992716.000000 Penalty: 99670.226562
Splitting cluster 13 changes total score from -50944896.000000 to -50992716.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (70275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Entering Unmasked Estep 
Score: -5680335.000000 Penalty: 2767.722656
	Iteration 0F: 2 clusters Score -5680335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -5633330.500000 Penalty: 5535.445312
	Iteration 0F: 3 clusters Score -5633330 nChanged 32856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -5653228.500000 Penalty: 5535.445312
	Iteration 1F: 3 clusters Score -5653228 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -5657210.000000 Penalty: 5535.445312
	Iteration 2F: 3 clusters Score -5657210 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5665694.500000 Penalty: 5535.445312
	Iteration 3F: 3 clusters Score -5665694 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -5678187.000000 Penalty: 5535.445312
	Iteration 4F: 3 clusters Score -5678187 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -5687863.500000 Penalty: 5535.445312
	Iteration 5F: 3 clusters Score -5687864 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -5692196.000000 Penalty: 5535.445312
	Iteration 6F: 3 clusters Score -5692196 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -5693716.000000 Penalty: 5535.445312
	Iteration 7Q: 3 clusters Score -5693716 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -5694342.000000 Penalty: 5535.445312
	Iteration 8Q: 3 clusters Score -5694342 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -5694645.000000 Penalty: 5535.445312
	Iteration 9Q: 3 clusters Score -5694645 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -5694824.500000 Penalty: 5535.445312
	Iteration 10Q: 3 clusters Score -5694824 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -5694933.500000 Penalty: 5535.445312
	Iteration 11Q: 3 clusters Score -5694934 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -5695015.500000 Penalty: 5535.445312
	Iteration 12Q: 3 clusters Score -5695016 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -5695077.000000 Penalty: 5535.445312
	Iteration 13Q: 3 clusters Score -5695077 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -5695106.000000 Penalty: 5535.445312
	Iteration 14Q: 3 clusters Score -5695106 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -5695138.000000 Penalty: 5535.445312
	Iteration 15Q: 3 clusters Score -5695138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -5695158.500000 Penalty: 5535.445312
	Iteration 16Q: 3 clusters Score -5695158 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -5695192.000000 Penalty: 5535.445312
	Iteration 17Q: 3 clusters Score -5695192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -5695220.500000 Penalty: 5535.445312
	Iteration 18Q: 3 clusters Score -5695220 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -5695233.000000 Penalty: 5535.445312
	Iteration 19Q: 3 clusters Score -5695233 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -5695241.500000 Penalty: 5535.445312
	Iteration 20F: 3 clusters Score -5695242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -5695256.500000 Penalty: 5535.445312
	Iteration 21Q: 3 clusters Score -5695256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -5695260.500000 Penalty: 5535.445312
	Iteration 22Q: 3 clusters Score -5695260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -5695253.500000 Penalty: 5535.445312
	Iteration 23Q: 3 clusters Score -5695254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -5695238.000000 Penalty: 5535.445312
	Iteration 24Q: 3 clusters Score -5695238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -5695256.000000 Penalty: 5535.445312
	Iteration 25Q: 3 clusters Score -5695256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -5695256.000000 Penalty: 5535.445312
	Iteration 26Q: 3 clusters Score -5695256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -5695263.500000 Penalty: 5535.445312
	Iteration 27Q: 3 clusters Score -5695264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -5695256.000000 Penalty: 5535.445312
	Iteration 28Q: 3 clusters Score -5695256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -5695269.500000 Penalty: 5535.445312
	Iteration 29Q: 3 clusters Score -5695270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -5695268.000000 Penalty: 5535.445312
	Iteration 30Q: 3 clusters Score -5695268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -5695271.000000 Penalty: 5535.445312
	Iteration 31Q: 3 clusters Score -5695271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -5695277.500000 Penalty: 5535.445312
	Iteration 32Q: 3 clusters Score -5695278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -5695282.000000 Penalty: 5535.445312
	Iteration 33Q: 3 clusters Score -5695282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -5695280.000000 Penalty: 5535.445312
	Iteration 34Q: 3 clusters Score -5695280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -5695277.500000 Penalty: 5535.445312
	Iteration 35Q: 3 clusters Score -5695278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -5695285.500000 Penalty: 5535.445312
	Iteration 36Q: 3 clusters Score -5695286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -5695278.500000 Penalty: 5535.445312
	Iteration 37Q: 3 clusters Score -5695278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -5695283.500000 Penalty: 5535.445312
	Iteration 38Q: 3 clusters Score -5695284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -5695288.000000 Penalty: 5535.445312
	Iteration 39Q: 3 clusters Score -5695288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -5695281.500000 Penalty: 5535.445312
	Iteration 40F: 3 clusters Score -5695282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Entering Unmasked Estep 
Score: -51006648.000000 Penalty: 102992.570312
Splitting cluster 14 changes total score from -50944896.000000 to -51006648.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -518628.250000 Penalty: 2218.151367
	Iteration 0F: 2 clusters Score -518628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -512589.906250 Penalty: 4436.302734
	Iteration 0F: 3 clusters Score -512589.9 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -515648.312500 Penalty: 4436.302734
	Iteration 1F: 3 clusters Score -515648.3 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -517710.781250 Penalty: 4436.302734
	Iteration 2F: 3 clusters Score -517710.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -519737.250000 Penalty: 4436.302734
	Iteration 3F: 3 clusters Score -519737.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -520937.656250 Penalty: 4436.302734
	Iteration 4F: 3 clusters Score -520937.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -521484.000000 Penalty: 4436.302734
	Iteration 5F: 3 clusters Score -521484 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -521867.500000 Penalty: 4436.302734
	Iteration 6Q: 3 clusters Score -521867.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -522210.843750 Penalty: 4436.302734
	Iteration 7Q: 3 clusters Score -522210.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -522541.343750 Penalty: 4436.302734
	Iteration 8Q: 3 clusters Score -522541.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -522802.562500 Penalty: 4436.302734
	Iteration 9Q: 3 clusters Score -522802.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -522966.156250 Penalty: 4436.302734
	Iteration 10Q: 3 clusters Score -522966.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -523108.031250 Penalty: 4436.302734
	Iteration 11Q: 3 clusters Score -523108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -523251.000000 Penalty: 4436.302734
	Iteration 12Q: 3 clusters Score -523251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -523390.406250 Penalty: 4436.302734
	Iteration 13Q: 3 clusters Score -523390.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -523534.593750 Penalty: 4436.302734
	Iteration 14Q: 3 clusters Score -523534.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -523734.062500 Penalty: 4436.302734
	Iteration 15Q: 3 clusters Score -523734.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -523909.156250 Penalty: 4436.302734
	Iteration 16Q: 3 clusters Score -523909.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -524090.750000 Penalty: 4436.302734
	Iteration 17Q: 3 clusters Score -524090.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -524346.312500 Penalty: 4436.302734
	Iteration 18Q: 3 clusters Score -524346.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -524599.312500 Penalty: 4436.302734
	Iteration 19Q: 3 clusters Score -524599.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -524946.000000 Penalty: 4436.302734
	Iteration 20F: 3 clusters Score -524946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -525091.500000 Penalty: 4436.302734
	Iteration 21Q: 3 clusters Score -525091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -525103.625000 Penalty: 4436.302734
	Iteration 22Q: 3 clusters Score -525103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -525105.687500 Penalty: 4436.302734
	Iteration 23Q: 3 clusters Score -525105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -525109.062500 Penalty: 4436.302734
	Iteration 24Q: 3 clusters Score -525109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -525111.812500 Penalty: 4436.302734
	Iteration 25Q: 3 clusters Score -525111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -525111.812500 Penalty: 4436.302734
	Iteration 26F: 3 clusters Score -525111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 61528 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Entering Unmasked Estep 
Score: -51012028.000000 Penalty: 106314.906250
Splitting cluster 15 changes total score from -50944896.000000 to -51012028.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (61528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Entering Unmasked Estep 
Score: -5049298.500000 Penalty: 2734.757324
	Iteration 0F: 2 clusters Score -5049298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5007922.000000 Penalty: 5469.514648
	Iteration 0F: 3 clusters Score -5007922 nChanged 28866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -5024275.000000 Penalty: 5469.514648
	Iteration 1F: 3 clusters Score -5024275 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5025337.500000 Penalty: 5469.514648
	Iteration 2Q: 3 clusters Score -5025338 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -5026849.000000 Penalty: 5469.514648
	Iteration 3Q: 3 clusters Score -5026849 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -5029060.000000 Penalty: 5469.514648
	Iteration 4F: 3 clusters Score -5029060 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -5032289.500000 Penalty: 5469.514648
	Iteration 5F: 3 clusters Score -5032290 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -5036498.000000 Penalty: 5469.514648
	Iteration 6F: 3 clusters Score -5036498 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -5040383.500000 Penalty: 5469.514648
	Iteration 7F: 3 clusters Score -5040384 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -5042974.500000 Penalty: 5469.514648
	Iteration 8F: 3 clusters Score -5042974 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5044793.000000 Penalty: 5469.514648
	Iteration 9F: 3 clusters Score -5044793 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5046410.000000 Penalty: 5469.514648
	Iteration 10Q: 3 clusters Score -5046410 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5047946.500000 Penalty: 5469.514648
	Iteration 11Q: 3 clusters Score -5047946 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -5049220.000000 Penalty: 5469.514648
	Iteration 12Q: 3 clusters Score -5049220 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5049958.500000 Penalty: 5469.514648
	Iteration 13Q: 3 clusters Score -5049958 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5050372.500000 Penalty: 5469.514648
	Iteration 14Q: 3 clusters Score -5050372 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5050686.000000 Penalty: 5469.514648
	Iteration 15Q: 3 clusters Score -5050686 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5051001.000000 Penalty: 5469.514648
	Iteration 16Q: 3 clusters Score -5051001 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5051367.000000 Penalty: 5469.514648
	Iteration 17Q: 3 clusters Score -5051367 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5052013.500000 Penalty: 5469.514648
	Iteration 18Q: 3 clusters Score -5052014 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -5053058.000000 Penalty: 5469.514648
	Iteration 19Q: 3 clusters Score -5053058 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5054869.500000 Penalty: 5469.514648
	Iteration 20F: 3 clusters Score -5054870 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5056651.500000 Penalty: 5469.514648
	Iteration 21Q: 3 clusters Score -5056652 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -5057244.000000 Penalty: 5469.514648
	Iteration 22Q: 3 clusters Score -5057244 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5057599.500000 Penalty: 5469.514648
	Iteration 23Q: 3 clusters Score -5057600 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5057836.500000 Penalty: 5469.514648
	Iteration 24Q: 3 clusters Score -5057836 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5057975.500000 Penalty: 5469.514648
	Iteration 25Q: 3 clusters Score -5057976 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -5058120.500000 Penalty: 5469.514648
	Iteration 26Q: 3 clusters Score -5058120 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5058207.500000 Penalty: 5469.514648
	Iteration 27Q: 3 clusters Score -5058208 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5058237.000000 Penalty: 5469.514648
	Iteration 28Q: 3 clusters Score -5058237 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5058248.500000 Penalty: 5469.514648
	Iteration 29Q: 3 clusters Score -5058248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5058288.000000 Penalty: 5469.514648
	Iteration 30Q: 3 clusters Score -5058288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5058295.000000 Penalty: 5469.514648
	Iteration 31Q: 3 clusters Score -5058295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -5058292.500000 Penalty: 5469.514648
	Iteration 32Q: 3 clusters Score -5058292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5058302.000000 Penalty: 5469.514648
	Iteration 33Q: 3 clusters Score -5058302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5058288.000000 Penalty: 5469.514648
	Iteration 34Q: 3 clusters Score -5058288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5058291.000000 Penalty: 5469.514648
	Iteration 35Q: 3 clusters Score -5058291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5058294.000000 Penalty: 5469.514648
	Iteration 36Q: 3 clusters Score -5058294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5058299.500000 Penalty: 5469.514648
	Iteration 37Q: 3 clusters Score -5058300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5058299.500000 Penalty: 5469.514648
	Iteration 38Q: 3 clusters Score -5058300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -5058294.000000 Penalty: 5469.514648
	Iteration 39Q: 3 clusters Score -5058294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -5058296.500000 Penalty: 5469.514648
	Iteration 40F: 3 clusters Score -5058296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -5058293.500000 Penalty: 5469.514648
	Iteration 41Q: 3 clusters Score -5058294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5058297.000000 Penalty: 5469.514648
	Iteration 42Q: 3 clusters Score -5058297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5058298.000000 Penalty: 5469.514648
	Iteration 43Q: 3 clusters Score -5058298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5058298.000000 Penalty: 5469.514648
	Iteration 44F: 3 clusters Score -5058298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 13327 members 
Entering Unmasked Estep 
Score: -51020708.000000 Penalty: 109637.250000
Splitting cluster 16 changes total score from -50944896.000000 to -51020708.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (60063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Entering Unmasked Estep 
Score: -4815048.500000 Penalty: 2728.781006
	Iteration 0F: 2 clusters Score -4815048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4774972.500000 Penalty: 5457.562012
	Iteration 0F: 3 clusters Score -4774972 nChanged 27919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4790427.500000 Penalty: 5457.562012
	Iteration 1F: 3 clusters Score -4790428 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -4791453.000000 Penalty: 5457.562012
	Iteration 2Q: 3 clusters Score -4791453 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4792907.000000 Penalty: 5457.562012
	Iteration 3F: 3 clusters Score -4792907 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4795122.000000 Penalty: 5457.562012
	Iteration 4F: 3 clusters Score -4795122 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4798301.000000 Penalty: 5457.562012
	Iteration 5F: 3 clusters Score -4798301 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4801792.000000 Penalty: 5457.562012
	Iteration 6F: 3 clusters Score -4801792 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4804854.000000 Penalty: 5457.562012
	Iteration 7F: 3 clusters Score -4804854 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4807048.500000 Penalty: 5457.562012
	Iteration 8F: 3 clusters Score -4807048 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -4808648.500000 Penalty: 5457.562012
	Iteration 9Q: 3 clusters Score -4808648 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4809696.000000 Penalty: 5457.562012
	Iteration 10Q: 3 clusters Score -4809696 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4810508.000000 Penalty: 5457.562012
	Iteration 11Q: 3 clusters Score -4810508 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4811068.500000 Penalty: 5457.562012
	Iteration 12Q: 3 clusters Score -4811068 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4811531.500000 Penalty: 5457.562012
	Iteration 13Q: 3 clusters Score -4811532 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4811852.500000 Penalty: 5457.562012
	Iteration 14Q: 3 clusters Score -4811852 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4812109.500000 Penalty: 5457.562012
	Iteration 15Q: 3 clusters Score -4812110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4812355.500000 Penalty: 5457.562012
	Iteration 16Q: 3 clusters Score -4812356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4812502.500000 Penalty: 5457.562012
	Iteration 17Q: 3 clusters Score -4812502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4812632.000000 Penalty: 5457.562012
	Iteration 18Q: 3 clusters Score -4812632 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4812717.000000 Penalty: 5457.562012
	Iteration 19Q: 3 clusters Score -4812717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4812787.000000 Penalty: 5457.562012
	Iteration 20F: 3 clusters Score -4812787 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4812836.000000 Penalty: 5457.562012
	Iteration 21Q: 3 clusters Score -4812836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4812852.500000 Penalty: 5457.562012
	Iteration 22Q: 3 clusters Score -4812852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4812873.500000 Penalty: 5457.562012
	Iteration 23Q: 3 clusters Score -4812874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4812882.000000 Penalty: 5457.562012
	Iteration 24Q: 3 clusters Score -4812882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4812887.000000 Penalty: 5457.562012
	Iteration 25Q: 3 clusters Score -4812887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4812893.500000 Penalty: 5457.562012
	Iteration 26Q: 3 clusters Score -4812894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4812900.000000 Penalty: 5457.562012
	Iteration 27Q: 3 clusters Score -4812900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4812908.000000 Penalty: 5457.562012
	Iteration 28Q: 3 clusters Score -4812908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4812914.000000 Penalty: 5457.562012
	Iteration 29Q: 3 clusters Score -4812914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4812920.500000 Penalty: 5457.562012
	Iteration 30Q: 3 clusters Score -4812920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4812923.000000 Penalty: 5457.562012
	Iteration 31Q: 3 clusters Score -4812923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4812922.000000 Penalty: 5457.562012
	Iteration 32Q: 3 clusters Score -4812922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4812921.500000 Penalty: 5457.562012
	Iteration 33Q: 3 clusters Score -4812922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4812924.000000 Penalty: 5457.562012
	Iteration 34Q: 3 clusters Score -4812924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4812919.500000 Penalty: 5457.562012
	Iteration 35Q: 3 clusters Score -4812920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4812921.000000 Penalty: 5457.562012
	Iteration 36Q: 3 clusters Score -4812921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4812921.000000 Penalty: 5457.562012
	Iteration 37F: 3 clusters Score -4812921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Entering Unmasked Estep 
Score: -5992900.000000 Penalty: 2784.804199
	Iteration 0F: 2 clusters Score -5992900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -5942406.000000 Penalty: 5569.608398
	Iteration 0F: 3 clusters Score -5942406 nChanged 35267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -5962941.500000 Penalty: 5569.608398
	Iteration 1F: 3 clusters Score -5962942 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5964641.500000 Penalty: 5569.608398
	Iteration 2F: 3 clusters Score -5964642 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -5967206.500000 Penalty: 5569.608398
	Iteration 3F: 3 clusters Score -5967206 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -5970645.500000 Penalty: 5569.608398
	Iteration 4F: 3 clusters Score -5970646 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5974443.000000 Penalty: 5569.608398
	Iteration 5F: 3 clusters Score -5974443 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -5977882.500000 Penalty: 5569.608398
	Iteration 6F: 3 clusters Score -5977882 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5980810.500000 Penalty: 5569.608398
	Iteration 7F: 3 clusters Score -5980810 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -5983306.500000 Penalty: 5569.608398
	Iteration 8Q: 3 clusters Score -5983306 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -5985164.000000 Penalty: 5569.608398
	Iteration 9Q: 3 clusters Score -5985164 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5986364.000000 Penalty: 5569.608398
	Iteration 10Q: 3 clusters Score -5986364 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -5986959.000000 Penalty: 5569.608398
	Iteration 11Q: 3 clusters Score -5986959 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5987366.500000 Penalty: 5569.608398
	Iteration 12Q: 3 clusters Score -5987366 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5987595.000000 Penalty: 5569.608398
	Iteration 13Q: 3 clusters Score -5987595 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5987789.000000 Penalty: 5569.608398
	Iteration 14Q: 3 clusters Score -5987789 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5987973.500000 Penalty: 5569.608398
	Iteration 15Q: 3 clusters Score -5987974 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5988156.500000 Penalty: 5569.608398
	Iteration 16Q: 3 clusters Score -5988156 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5988313.500000 Penalty: 5569.608398
	Iteration 17Q: 3 clusters Score -5988314 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -5988464.500000 Penalty: 5569.608398
	Iteration 18Q: 3 clusters Score -5988464 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5988559.000000 Penalty: 5569.608398
	Iteration 19Q: 3 clusters Score -5988559 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5988625.000000 Penalty: 5569.608398
	Iteration 20F: 3 clusters Score -5988625 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -5988716.000000 Penalty: 5569.608398
	Iteration 21Q: 3 clusters Score -5988716 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5988768.000000 Penalty: 5569.608398
	Iteration 22Q: 3 clusters Score -5988768 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -5988860.500000 Penalty: 5569.608398
	Iteration 23Q: 3 clusters Score -5988860 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5988908.000000 Penalty: 5569.608398
	Iteration 24Q: 3 clusters Score -5988908 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -5988961.500000 Penalty: 5569.608398
	Iteration 25Q: 3 clusters Score -5988962 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -5989073.000000 Penalty: 5569.608398
	Iteration 26Q: 3 clusters Score -5989073 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -5989090.000000 Penalty: 5569.608398
	Iteration 27Q: 3 clusters Score -5989090 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5989141.000000 Penalty: 5569.608398
	Iteration 28Q: 3 clusters Score -5989141 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -5989180.000000 Penalty: 5569.608398
	Iteration 29Q: 3 clusters Score -5989180 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -5989258.500000 Penalty: 5569.608398
	Iteration 30Q: 3 clusters Score -5989258 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -5989326.500000 Penalty: 5569.608398
	Iteration 31Q: 3 clusters Score -5989326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5989363.000000 Penalty: 5569.608398
	Iteration 32Q: 3 clusters Score -5989363 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5989427.000000 Penalty: 5569.608398
	Iteration 33Q: 3 clusters Score -5989427 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67895 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5989466.000000 Penalty: 5569.608398
	Iteration 34Q: 3 clusters Score -5989466 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -5989513.000000 Penalty: 5569.608398
	Iteration 35Q: 3 clusters Score -5989513 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5989589.500000 Penalty: 5569.608398
	Iteration 36Q: 3 clusters Score -5989590 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -5989638.000000 Penalty: 5569.608398
	Iteration 37Q: 3 clusters Score -5989638 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -5989691.500000 Penalty: 5569.608398
	Iteration 38Q: 3 clusters Score -5989692 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -5989768.000000 Penalty: 5569.608398
	Iteration 39Q: 3 clusters Score -5989768 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -5989807.500000 Penalty: 5569.608398
	Iteration 40F: 3 clusters Score -5989808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5989889.000000 Penalty: 5569.608398
	Iteration 41Q: 3 clusters Score -5989889 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -5990006.500000 Penalty: 5569.608398
	Iteration 42Q: 3 clusters Score -5990006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -5990168.500000 Penalty: 5569.608398
	Iteration 43Q: 3 clusters Score -5990168 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5990355.500000 Penalty: 5569.608398
	Iteration 44Q: 3 clusters Score -5990356 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5990582.500000 Penalty: 5569.608398
	Iteration 45Q: 3 clusters Score -5990582 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5990781.500000 Penalty: 5569.608398
	Iteration 46Q: 3 clusters Score -5990782 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -5990878.500000 Penalty: 5569.608398
	Iteration 47Q: 3 clusters Score -5990878 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -5990976.500000 Penalty: 5569.608398
	Iteration 48Q: 3 clusters Score -5990976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71097 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5991040.000000 Penalty: 5569.608398
	Iteration 49Q: 3 clusters Score -5991040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -5991059.000000 Penalty: 5569.608398
	Iteration 50Q: 3 clusters Score -5991059 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71196 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5991069.000000 Penalty: 5569.608398
	Iteration 51Q: 3 clusters Score -5991069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -5991074.000000 Penalty: 5569.608398
	Iteration 52Q: 3 clusters Score -5991074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5991078.500000 Penalty: 5569.608398
	Iteration 53Q: 3 clusters Score -5991078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5991083.500000 Penalty: 5569.608398
	Iteration 54Q: 3 clusters Score -5991084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -5991082.500000 Penalty: 5569.608398
	Iteration 55Q: 3 clusters Score -5991082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5991101.000000 Penalty: 5569.608398
	Iteration 56Q: 3 clusters Score -5991101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -5991101.500000 Penalty: 5569.608398
	Iteration 57Q: 3 clusters Score -5991102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5991097.000000 Penalty: 5569.608398
	Iteration 58Q: 3 clusters Score -5991097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5991108.000000 Penalty: 5569.608398
	Iteration 59Q: 3 clusters Score -5991108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71303 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5991111.000000 Penalty: 5569.608398
	Iteration 60F: 3 clusters Score -5991111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5991112.500000 Penalty: 5569.608398
	Iteration 61Q: 3 clusters Score -5991112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5991112.500000 Penalty: 5569.608398
	Iteration 62Q: 3 clusters Score -5991112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5991109.500000 Penalty: 5569.608398
	Iteration 63Q: 3 clusters Score -5991110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5991115.500000 Penalty: 5569.608398
	Iteration 64Q: 3 clusters Score -5991116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5991113.000000 Penalty: 5569.608398
	Iteration 65Q: 3 clusters Score -5991113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5991117.000000 Penalty: 5569.608398
	Iteration 66Q: 3 clusters Score -5991117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -5991117.000000 Penalty: 5569.608398
	Iteration 67F: 3 clusters Score -5991117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Entering Unmasked Estep 
Score: -2556608.000000 Penalty: 2572.105957
	Iteration 0F: 2 clusters Score -2556608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2535006.250000 Penalty: 5144.211914
	Iteration 0F: 3 clusters Score -2535006 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2543405.000000 Penalty: 5144.211914
	Iteration 1F: 3 clusters Score -2543405 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2544542.250000 Penalty: 5144.211914
	Iteration 2F: 3 clusters Score -2544542 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2545694.750000 Penalty: 5144.211914
	Iteration 3F: 3 clusters Score -2545695 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2546938.750000 Penalty: 5144.211914
	Iteration 4F: 3 clusters Score -2546939 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2548297.500000 Penalty: 5144.211914
	Iteration 5F: 3 clusters Score -2548298 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2549954.000000 Penalty: 5144.211914
	Iteration 6F: 3 clusters Score -2549954 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2551843.000000 Penalty: 5144.211914
	Iteration 7F: 3 clusters Score -2551843 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2553626.250000 Penalty: 5144.211914
	Iteration 8F: 3 clusters Score -2553626 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2554807.250000 Penalty: 5144.211914
	Iteration 9Q: 3 clusters Score -2554807 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2555553.750000 Penalty: 5144.211914
	Iteration 10Q: 3 clusters Score -2555554 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2555883.250000 Penalty: 5144.211914
	Iteration 11Q: 3 clusters Score -2555883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2556124.000000 Penalty: 5144.211914
	Iteration 12Q: 3 clusters Score -2556124 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2556358.000000 Penalty: 5144.211914
	Iteration 13Q: 3 clusters Score -2556358 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2556800.500000 Penalty: 5144.211914
	Iteration 14Q: 3 clusters Score -2556800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2557203.500000 Penalty: 5144.211914
	Iteration 15Q: 3 clusters Score -2557204 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2557368.750000 Penalty: 5144.211914
	Iteration 16Q: 3 clusters Score -2557369 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2557500.750000 Penalty: 5144.211914
	Iteration 17Q: 3 clusters Score -2557501 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2557641.250000 Penalty: 5144.211914
	Iteration 18Q: 3 clusters Score -2557641 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2557752.500000 Penalty: 5144.211914
	Iteration 19Q: 3 clusters Score -2557752 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2557949.750000 Penalty: 5144.211914
	Iteration 20F: 3 clusters Score -2557950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2558129.250000 Penalty: 5144.211914
	Iteration 21Q: 3 clusters Score -2558129 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2558319.500000 Penalty: 5144.211914
	Iteration 22Q: 3 clusters Score -2558320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2558466.500000 Penalty: 5144.211914
	Iteration 23Q: 3 clusters Score -2558466 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2558555.500000 Penalty: 5144.211914
	Iteration 24Q: 3 clusters Score -2558556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2558616.750000 Penalty: 5144.211914
	Iteration 25Q: 3 clusters Score -2558617 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2558649.250000 Penalty: 5144.211914
	Iteration 26Q: 3 clusters Score -2558649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2558680.000000 Penalty: 5144.211914
	Iteration 27Q: 3 clusters Score -2558680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2558699.250000 Penalty: 5144.211914
	Iteration 28Q: 3 clusters Score -2558699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2558700.500000 Penalty: 5144.211914
	Iteration 29Q: 3 clusters Score -2558700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2558704.250000 Penalty: 5144.211914
	Iteration 30Q: 3 clusters Score -2558704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2558707.000000 Penalty: 5144.211914
	Iteration 31Q: 3 clusters Score -2558707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2558709.500000 Penalty: 5144.211914
	Iteration 32Q: 3 clusters Score -2558710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2558709.250000 Penalty: 5144.211914
	Iteration 33Q: 3 clusters Score -2558709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2558709.000000 Penalty: 5144.211914
	Iteration 34Q: 3 clusters Score -2558709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2558708.000000 Penalty: 5144.211914
	Iteration 35Q: 3 clusters Score -2558708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2558709.000000 Penalty: 5144.211914
	Iteration 36Q: 3 clusters Score -2558709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2558709.750000 Penalty: 5144.211914
	Iteration 37Q: 3 clusters Score -2558710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2558708.000000 Penalty: 5144.211914
	Iteration 38Q: 3 clusters Score -2558708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2558710.500000 Penalty: 5144.211914
	Iteration 39F: 3 clusters Score -2558710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2558712.500000 Penalty: 5144.211914
	Iteration 40F: 3 clusters Score -2558712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2558711.750000 Penalty: 5144.211914
	Iteration 41Q: 3 clusters Score -2558712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2558712.750000 Penalty: 5144.211914
	Iteration 42Q: 3 clusters Score -2558713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2558713.000000 Penalty: 5144.211914
	Iteration 43Q: 3 clusters Score -2558713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2558715.000000 Penalty: 5144.211914
	Iteration 44Q: 3 clusters Score -2558715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2558715.000000 Penalty: 5144.211914
	Iteration 45F: 3 clusters Score -2558715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 3557 members 
Entering Unmasked Estep 
Score: -51021864.000000 Penalty: 112959.593750
Splitting cluster 19 changes total score from -50944896.000000 to -51021864.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (17152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Entering Unmasked Estep 
Score: -1403996.000000 Penalty: 2417.967773
	Iteration 0F: 2 clusters Score -1403996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1391864.000000 Penalty: 4835.935547
	Iteration 0F: 3 clusters Score -1391864 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1395866.750000 Penalty: 4835.935547
	Iteration 1F: 3 clusters Score -1395867 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1396490.250000 Penalty: 4835.935547
	Iteration 2F: 3 clusters Score -1396490 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1397154.000000 Penalty: 4835.935547
	Iteration 3F: 3 clusters Score -1397154 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1397974.000000 Penalty: 4835.935547
	Iteration 4F: 3 clusters Score -1397974 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1398881.500000 Penalty: 4835.935547
	Iteration 5F: 3 clusters Score -1398882 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1399762.375000 Penalty: 4835.935547
	Iteration 6F: 3 clusters Score -1399762 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1400500.125000 Penalty: 4835.935547
	Iteration 7F: 3 clusters Score -1400500 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1401039.250000 Penalty: 4835.935547
	Iteration 8Q: 3 clusters Score -1401039 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1401393.375000 Penalty: 4835.935547
	Iteration 9Q: 3 clusters Score -1401393 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1401599.875000 Penalty: 4835.935547
	Iteration 10Q: 3 clusters Score -1401600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1401734.500000 Penalty: 4835.935547
	Iteration 11Q: 3 clusters Score -1401734 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1401841.750000 Penalty: 4835.935547
	Iteration 12Q: 3 clusters Score -1401842 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1401906.500000 Penalty: 4835.935547
	Iteration 13Q: 3 clusters Score -1401906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1401944.250000 Penalty: 4835.935547
	Iteration 14Q: 3 clusters Score -1401944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1401971.125000 Penalty: 4835.935547
	Iteration 15Q: 3 clusters Score -1401971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1401989.500000 Penalty: 4835.935547
	Iteration 16Q: 3 clusters Score -1401990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1401998.000000 Penalty: 4835.935547
	Iteration 17Q: 3 clusters Score -1401998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1402003.125000 Penalty: 4835.935547
	Iteration 18Q: 3 clusters Score -1402003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1402021.500000 Penalty: 4835.935547
	Iteration 19Q: 3 clusters Score -1402022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1402027.250000 Penalty: 4835.935547
	Iteration 20F: 3 clusters Score -1402027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1402041.125000 Penalty: 4835.935547
	Iteration 21Q: 3 clusters Score -1402041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1402048.875000 Penalty: 4835.935547
	Iteration 22Q: 3 clusters Score -1402049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1402052.375000 Penalty: 4835.935547
	Iteration 23Q: 3 clusters Score -1402052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1402058.500000 Penalty: 4835.935547
	Iteration 24Q: 3 clusters Score -1402058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1402060.250000 Penalty: 4835.935547
	Iteration 25Q: 3 clusters Score -1402060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1402060.250000 Penalty: 4835.935547
	Iteration 26F: 3 clusters Score -1402060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Entering Unmasked Estep 
Score: -1396353.125000 Penalty: 2452.392334
	Iteration 0F: 2 clusters Score -1396353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1382486.125000 Penalty: 4904.784668
	Iteration 0F: 3 clusters Score -1382486 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1387917.250000 Penalty: 4904.784668
	Iteration 1F: 3 clusters Score -1387917 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1389189.375000 Penalty: 4904.784668
	Iteration 2F: 3 clusters Score -1389189 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1390312.125000 Penalty: 4904.784668
	Iteration 3F: 3 clusters Score -1390312 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1391256.250000 Penalty: 4904.784668
	Iteration 4F: 3 clusters Score -1391256 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1392066.250000 Penalty: 4904.784668
	Iteration 5F: 3 clusters Score -1392066 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1392676.750000 Penalty: 4904.784668
	Iteration 6F: 3 clusters Score -1392677 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1393151.875000 Penalty: 4904.784668
	Iteration 7Q: 3 clusters Score -1393152 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1393495.500000 Penalty: 4904.784668
	Iteration 8Q: 3 clusters Score -1393496 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1393701.625000 Penalty: 4904.784668
	Iteration 9Q: 3 clusters Score -1393702 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1393879.250000 Penalty: 4904.784668
	Iteration 10Q: 3 clusters Score -1393879 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1394033.875000 Penalty: 4904.784668
	Iteration 11Q: 3 clusters Score -1394034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1394170.250000 Penalty: 4904.784668
	Iteration 12Q: 3 clusters Score -1394170 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1394325.000000 Penalty: 4904.784668
	Iteration 13Q: 3 clusters Score -1394325 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1394454.750000 Penalty: 4904.784668
	Iteration 14Q: 3 clusters Score -1394455 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1394590.625000 Penalty: 4904.784668
	Iteration 15Q: 3 clusters Score -1394591 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1394746.250000 Penalty: 4904.784668
	Iteration 16Q: 3 clusters Score -1394746 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1394903.125000 Penalty: 4904.784668
	Iteration 17Q: 3 clusters Score -1394903 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1395043.500000 Penalty: 4904.784668
	Iteration 18Q: 3 clusters Score -1395044 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1395221.375000 Penalty: 4904.784668
	Iteration 19Q: 3 clusters Score -1395221 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1395403.125000 Penalty: 4904.784668
	Iteration 20F: 3 clusters Score -1395403 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1395584.875000 Penalty: 4904.784668
	Iteration 21Q: 3 clusters Score -1395585 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1395777.000000 Penalty: 4904.784668
	Iteration 22Q: 3 clusters Score -1395777 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1395942.625000 Penalty: 4904.784668
	Iteration 23Q: 3 clusters Score -1395943 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1396076.625000 Penalty: 4904.784668
	Iteration 24Q: 3 clusters Score -1396077 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1396175.125000 Penalty: 4904.784668
	Iteration 25Q: 3 clusters Score -1396175 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1396261.000000 Penalty: 4904.784668
	Iteration 26Q: 3 clusters Score -1396261 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1396339.000000 Penalty: 4904.784668
	Iteration 27Q: 3 clusters Score -1396339 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1396397.375000 Penalty: 4904.784668
	Iteration 28Q: 3 clusters Score -1396397 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1396453.125000 Penalty: 4904.784668
	Iteration 29Q: 3 clusters Score -1396453 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1396497.875000 Penalty: 4904.784668
	Iteration 30Q: 3 clusters Score -1396498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1396523.375000 Penalty: 4904.784668
	Iteration 31Q: 3 clusters Score -1396523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1396538.125000 Penalty: 4904.784668
	Iteration 32Q: 3 clusters Score -1396538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1396566.500000 Penalty: 4904.784668
	Iteration 33Q: 3 clusters Score -1396566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1396577.250000 Penalty: 4904.784668
	Iteration 34Q: 3 clusters Score -1396577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1396587.625000 Penalty: 4904.784668
	Iteration 35Q: 3 clusters Score -1396588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1396601.750000 Penalty: 4904.784668
	Iteration 36Q: 3 clusters Score -1396602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1396606.125000 Penalty: 4904.784668
	Iteration 37Q: 3 clusters Score -1396606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1396609.250000 Penalty: 4904.784668
	Iteration 38Q: 3 clusters Score -1396609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1396615.625000 Penalty: 4904.784668
	Iteration 39Q: 3 clusters Score -1396616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1396622.125000 Penalty: 4904.784668
	Iteration 40F: 3 clusters Score -1396622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1396616.625000 Penalty: 4904.784668
	Iteration 41Q: 3 clusters Score -1396617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1396622.000000 Penalty: 4904.784668
	Iteration 42Q: 3 clusters Score -1396622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1396629.125000 Penalty: 4904.784668
	Iteration 43Q: 3 clusters Score -1396629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1396628.000000 Penalty: 4904.784668
	Iteration 44Q: 3 clusters Score -1396628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1396629.750000 Penalty: 4904.784668
	Iteration 45Q: 3 clusters Score -1396630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1396632.500000 Penalty: 4904.784668
	Iteration 46Q: 3 clusters Score -1396632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1396636.375000 Penalty: 4904.784668
	Iteration 47Q: 3 clusters Score -1396636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1396639.875000 Penalty: 4904.784668
	Iteration 48Q: 3 clusters Score -1396640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1396649.500000 Penalty: 4904.784668
	Iteration 49Q: 3 clusters Score -1396650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1396651.750000 Penalty: 4904.784668
	Iteration 50Q: 3 clusters Score -1396652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1396655.875000 Penalty: 4904.784668
	Iteration 51Q: 3 clusters Score -1396656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1396658.750000 Penalty: 4904.784668
	Iteration 52Q: 3 clusters Score -1396659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1396662.500000 Penalty: 4904.784668
	Iteration 53Q: 3 clusters Score -1396662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1396667.750000 Penalty: 4904.784668
	Iteration 54Q: 3 clusters Score -1396668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1396666.375000 Penalty: 4904.784668
	Iteration 55Q: 3 clusters Score -1396666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1396672.625000 Penalty: 4904.784668
	Iteration 56Q: 3 clusters Score -1396673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1396669.750000 Penalty: 4904.784668
	Iteration 57Q: 3 clusters Score -1396670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1396677.625000 Penalty: 4904.784668
	Iteration 58Q: 3 clusters Score -1396678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1396678.875000 Penalty: 4904.784668
	Iteration 59Q: 3 clusters Score -1396679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1396680.500000 Penalty: 4904.784668
	Iteration 60F: 3 clusters Score -1396680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1396680.625000 Penalty: 4904.784668
	Iteration 61Q: 3 clusters Score -1396681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1396680.125000 Penalty: 4904.784668
	Iteration 62Q: 3 clusters Score -1396680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1396680.750000 Penalty: 4904.784668
	Iteration 63Q: 3 clusters Score -1396681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1396681.750000 Penalty: 4904.784668
	Iteration 64Q: 3 clusters Score -1396682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1396681.750000 Penalty: 4904.784668
	Iteration 65Q: 3 clusters Score -1396682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1396682.125000 Penalty: 4904.784668
	Iteration 66Q: 3 clusters Score -1396682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1396681.250000 Penalty: 4904.784668
	Iteration 67Q: 3 clusters Score -1396681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1396682.625000 Penalty: 4904.784668
	Iteration 68Q: 3 clusters Score -1396683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1396682.375000 Penalty: 4904.784668
	Iteration 69Q: 3 clusters Score -1396682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1396682.750000 Penalty: 4904.784668
	Iteration 70Q: 3 clusters Score -1396683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1396682.750000 Penalty: 4904.784668
	Iteration 71F: 3 clusters Score -1396683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 23390 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 3557 members 
Mstep: Class 35 contains 13691 members 
Entering Unmasked Estep 
Score: -51021408.000000 Penalty: 116281.929688
Splitting cluster 21 changes total score from -50944896.000000 to -51021408.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (23390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Entering Unmasked Estep 
Score: -1872309.250000 Penalty: 2494.895996
	Iteration 0F: 2 clusters Score -1872309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1856114.000000 Penalty: 4989.791992
	Iteration 0F: 3 clusters Score -1856114 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1862847.375000 Penalty: 4989.791992
	Iteration 1F: 3 clusters Score -1862847 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1865640.750000 Penalty: 4989.791992
	Iteration 2F: 3 clusters Score -1865641 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1870730.750000 Penalty: 4989.791992
	Iteration 3F: 3 clusters Score -1870731 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1877935.750000 Penalty: 4989.791992
	Iteration 4F: 3 clusters Score -1877936 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1881613.250000 Penalty: 4989.791992
	Iteration 5F: 3 clusters Score -1881613 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1882392.000000 Penalty: 4989.791992
	Iteration 6F: 3 clusters Score -1882392 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1882676.125000 Penalty: 4989.791992
	Iteration 7Q: 3 clusters Score -1882676 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1882853.000000 Penalty: 4989.791992
	Iteration 8Q: 3 clusters Score -1882853 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1882996.750000 Penalty: 4989.791992
	Iteration 9Q: 3 clusters Score -1882997 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1883128.500000 Penalty: 4989.791992
	Iteration 10Q: 3 clusters Score -1883128 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1883236.750000 Penalty: 4989.791992
	Iteration 11Q: 3 clusters Score -1883237 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1883307.875000 Penalty: 4989.791992
	Iteration 12Q: 3 clusters Score -1883308 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1883377.750000 Penalty: 4989.791992
	Iteration 13Q: 3 clusters Score -1883378 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1883435.625000 Penalty: 4989.791992
	Iteration 14Q: 3 clusters Score -1883436 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1883484.875000 Penalty: 4989.791992
	Iteration 15Q: 3 clusters Score -1883485 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1883528.000000 Penalty: 4989.791992
	Iteration 16Q: 3 clusters Score -1883528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1883565.750000 Penalty: 4989.791992
	Iteration 17Q: 3 clusters Score -1883566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1883597.125000 Penalty: 4989.791992
	Iteration 18Q: 3 clusters Score -1883597 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1883618.875000 Penalty: 4989.791992
	Iteration 19Q: 3 clusters Score -1883619 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1883640.000000 Penalty: 4989.791992
	Iteration 20F: 3 clusters Score -1883640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1883653.625000 Penalty: 4989.791992
	Iteration 21Q: 3 clusters Score -1883654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1883673.000000 Penalty: 4989.791992
	Iteration 22Q: 3 clusters Score -1883673 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1883716.375000 Penalty: 4989.791992
	Iteration 23Q: 3 clusters Score -1883716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1883745.750000 Penalty: 4989.791992
	Iteration 24Q: 3 clusters Score -1883746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1883766.875000 Penalty: 4989.791992
	Iteration 25Q: 3 clusters Score -1883767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1883777.375000 Penalty: 4989.791992
	Iteration 26Q: 3 clusters Score -1883777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1883784.625000 Penalty: 4989.791992
	Iteration 27Q: 3 clusters Score -1883785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1883789.375000 Penalty: 4989.791992
	Iteration 28Q: 3 clusters Score -1883789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1883792.500000 Penalty: 4989.791992
	Iteration 29Q: 3 clusters Score -1883792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1883791.125000 Penalty: 4989.791992
	Iteration 30Q: 3 clusters Score -1883791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1883796.375000 Penalty: 4989.791992
	Iteration 31Q: 3 clusters Score -1883796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1883800.500000 Penalty: 4989.791992
	Iteration 32Q: 3 clusters Score -1883800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1883801.125000 Penalty: 4989.791992
	Iteration 33Q: 3 clusters Score -1883801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1883799.375000 Penalty: 4989.791992
	Iteration 34Q: 3 clusters Score -1883799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1883797.500000 Penalty: 4989.791992
	Iteration 35Q: 3 clusters Score -1883798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1883799.000000 Penalty: 4989.791992
	Iteration 36Q: 3 clusters Score -1883799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1883801.500000 Penalty: 4989.791992
	Iteration 37Q: 3 clusters Score -1883802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1883802.875000 Penalty: 4989.791992
	Iteration 38Q: 3 clusters Score -1883803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1883804.000000 Penalty: 4989.791992
	Iteration 39Q: 3 clusters Score -1883804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1883804.000000 Penalty: 4989.791992
	Iteration 40F: 3 clusters Score -1883804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 53225 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 3557 members 
Mstep: Class 35 contains 13691 members 
Mstep: Class 36 contains 18430 members 
Entering Unmasked Estep 
Score: -51032268.000000 Penalty: 119604.273438
Splitting cluster 22 changes total score from -50944896.000000 to -51032268.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (53225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Entering Unmasked Estep 
Score: -4269636.500000 Penalty: 2698.806152
	Iteration 0F: 2 clusters Score -4269636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4233961.000000 Penalty: 5397.612305
	Iteration 0F: 3 clusters Score -4233961 nChanged 24549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -4249105.000000 Penalty: 5397.612305
	Iteration 1F: 3 clusters Score -4249105 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4252978.000000 Penalty: 5397.612305
	Iteration 2F: 3 clusters Score -4252978 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -4258129.500000 Penalty: 5397.612305
	Iteration 3F: 3 clusters Score -4258130 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4263767.000000 Penalty: 5397.612305
	Iteration 4F: 3 clusters Score -4263767 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4269693.500000 Penalty: 5397.612305
	Iteration 5F: 3 clusters Score -4269694 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4275663.000000 Penalty: 5397.612305
	Iteration 6F: 3 clusters Score -4275663 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4279224.000000 Penalty: 5397.612305
	Iteration 7F: 3 clusters Score -4279224 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -4280770.500000 Penalty: 5397.612305
	Iteration 8Q: 3 clusters Score -4280770 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4281376.000000 Penalty: 5397.612305
	Iteration 9Q: 3 clusters Score -4281376 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -4281665.000000 Penalty: 5397.612305
	Iteration 10Q: 3 clusters Score -4281665 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4281850.500000 Penalty: 5397.612305
	Iteration 11Q: 3 clusters Score -4281850 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -4281949.500000 Penalty: 5397.612305
	Iteration 12Q: 3 clusters Score -4281950 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4282057.500000 Penalty: 5397.612305
	Iteration 13Q: 3 clusters Score -4282058 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4282127.500000 Penalty: 5397.612305
	Iteration 14Q: 3 clusters Score -4282128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4282224.500000 Penalty: 5397.612305
	Iteration 15Q: 3 clusters Score -4282224 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4282274.000000 Penalty: 5397.612305
	Iteration 16Q: 3 clusters Score -4282274 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4282345.000000 Penalty: 5397.612305
	Iteration 17Q: 3 clusters Score -4282345 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4282439.000000 Penalty: 5397.612305
	Iteration 18Q: 3 clusters Score -4282439 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4282533.500000 Penalty: 5397.612305
	Iteration 19Q: 3 clusters Score -4282534 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4282659.000000 Penalty: 5397.612305
	Iteration 20F: 3 clusters Score -4282659 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4282910.000000 Penalty: 5397.612305
	Iteration 21Q: 3 clusters Score -4282910 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4283238.500000 Penalty: 5397.612305
	Iteration 22Q: 3 clusters Score -4283238 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4283654.500000 Penalty: 5397.612305
	Iteration 23Q: 3 clusters Score -4283654 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4283917.000000 Penalty: 5397.612305
	Iteration 24Q: 3 clusters Score -4283917 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4284070.500000 Penalty: 5397.612305
	Iteration 25Q: 3 clusters Score -4284070 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4284126.500000 Penalty: 5397.612305
	Iteration 26Q: 3 clusters Score -4284126 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -4284198.000000 Penalty: 5397.612305
	Iteration 27Q: 3 clusters Score -4284198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4284253.000000 Penalty: 5397.612305
	Iteration 28Q: 3 clusters Score -4284253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4284298.000000 Penalty: 5397.612305
	Iteration 29Q: 3 clusters Score -4284298 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4284310.500000 Penalty: 5397.612305
	Iteration 30Q: 3 clusters Score -4284310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4284316.000000 Penalty: 5397.612305
	Iteration 31Q: 3 clusters Score -4284316 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4284327.000000 Penalty: 5397.612305
	Iteration 32Q: 3 clusters Score -4284327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4284352.500000 Penalty: 5397.612305
	Iteration 33Q: 3 clusters Score -4284352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4284356.500000 Penalty: 5397.612305
	Iteration 34Q: 3 clusters Score -4284356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4284369.500000 Penalty: 5397.612305
	Iteration 35Q: 3 clusters Score -4284370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4284373.000000 Penalty: 5397.612305
	Iteration 36Q: 3 clusters Score -4284373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4284380.500000 Penalty: 5397.612305
	Iteration 37Q: 3 clusters Score -4284380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4284401.500000 Penalty: 5397.612305
	Iteration 38Q: 3 clusters Score -4284402 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4284408.500000 Penalty: 5397.612305
	Iteration 39Q: 3 clusters Score -4284408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4284422.000000 Penalty: 5397.612305
	Iteration 40F: 3 clusters Score -4284422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4284442.000000 Penalty: 5397.612305
	Iteration 41Q: 3 clusters Score -4284442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4284457.500000 Penalty: 5397.612305
	Iteration 42Q: 3 clusters Score -4284458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4284475.500000 Penalty: 5397.612305
	Iteration 43Q: 3 clusters Score -4284476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4284534.500000 Penalty: 5397.612305
	Iteration 44Q: 3 clusters Score -4284534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4284654.500000 Penalty: 5397.612305
	Iteration 45Q: 3 clusters Score -4284654 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4284749.000000 Penalty: 5397.612305
	Iteration 46Q: 3 clusters Score -4284749 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4284790.000000 Penalty: 5397.612305
	Iteration 47Q: 3 clusters Score -4284790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4284831.000000 Penalty: 5397.612305
	Iteration 48Q: 3 clusters Score -4284831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4284845.500000 Penalty: 5397.612305
	Iteration 49Q: 3 clusters Score -4284846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4284858.000000 Penalty: 5397.612305
	Iteration 50Q: 3 clusters Score -4284858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4284859.000000 Penalty: 5397.612305
	Iteration 51Q: 3 clusters Score -4284859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -4284865.000000 Penalty: 5397.612305
	Iteration 52Q: 3 clusters Score -4284865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4284878.500000 Penalty: 5397.612305
	Iteration 53Q: 3 clusters Score -4284878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4284889.500000 Penalty: 5397.612305
	Iteration 54Q: 3 clusters Score -4284890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4284894.500000 Penalty: 5397.612305
	Iteration 55Q: 3 clusters Score -4284894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -4284893.000000 Penalty: 5397.612305
	Iteration 56Q: 3 clusters Score -4284893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -4284920.500000 Penalty: 5397.612305
	Iteration 57Q: 3 clusters Score -4284920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4284927.000000 Penalty: 5397.612305
	Iteration 58Q: 3 clusters Score -4284927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4284922.000000 Penalty: 5397.612305
	Iteration 59Q: 3 clusters Score -4284922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4284924.000000 Penalty: 5397.612305
	Iteration 60F: 3 clusters Score -4284924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4284930.000000 Penalty: 5397.612305
	Iteration 61Q: 3 clusters Score -4284930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4284927.000000 Penalty: 5397.612305
	Iteration 62Q: 3 clusters Score -4284927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4284932.500000 Penalty: 5397.612305
	Iteration 63Q: 3 clusters Score -4284932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -4284935.000000 Penalty: 5397.612305
	Iteration 64Q: 3 clusters Score -4284935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4284937.500000 Penalty: 5397.612305
	Iteration 65Q: 3 clusters Score -4284938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4284940.000000 Penalty: 5397.612305
	Iteration 66Q: 3 clusters Score -4284940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4284939.000000 Penalty: 5397.612305
	Iteration 67Q: 3 clusters Score -4284939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4284938.500000 Penalty: 5397.612305
	Iteration 68Q: 3 clusters Score -4284938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -4284936.000000 Penalty: 5397.612305
	Iteration 69Q: 3 clusters Score -4284936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4284935.500000 Penalty: 5397.612305
	Iteration 70Q: 3 clusters Score -4284936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4284939.500000 Penalty: 5397.612305
	Iteration 71Q: 3 clusters Score -4284940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4284934.500000 Penalty: 5397.612305
	Iteration 72Q: 3 clusters Score -4284934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4284934.500000 Penalty: 5397.612305
	Iteration 73F: 3 clusters Score -4284934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 37755 members 
Mstep: Class 24 contains 3524 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 3557 members 
Mstep: Class 35 contains 13691 members 
Mstep: Class 36 contains 18430 members 
Mstep: Class 37 contains 15470 members 
Entering Unmasked Estep 
Score: -51047292.000000 Penalty: 122926.609375
Splitting cluster 23 changes total score from -50944896.000000 to -51047292.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -276893.531250 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -276893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -273389.406250 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -273389.4 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -274749.437500 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -274749.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -276244.562500 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -276244.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -277220.875000 Penalty: 4051.006348
	Iteration 3F: 3 clusters Score -277220.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -277610.531250 Penalty: 4051.006348
	Iteration 4F: 3 clusters Score -277610.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -277835.468750 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -277835.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -278002.718750 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -278002.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -278119.625000 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -278119.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -278243.000000 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -278243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -278357.062500 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -278357.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -278456.687500 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -278456.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -278550.250000 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -278550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -278622.781250 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -278622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -278624.281250 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -278624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -278624.281250 Penalty: 4051.006348
	Iteration 14F: 3 clusters Score -278624.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 7483 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 37755 members 
Mstep: Class 24 contains 2906 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 1942 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 63024 members 
Mstep: Class 31 contains 56425 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 13327 members 
Mstep: Class 34 contains 3557 members 
Mstep: Class 35 contains 13691 members 
Mstep: Class 36 contains 18430 members 
Mstep: Class 37 contains 15470 members 
Mstep: Class 38 contains 618 members 
Entering Unmasked Estep 
Score: -51047860.000000 Penalty: 126248.953125
Splitting cluster 24 changes total score from -50944896.000000 to -51047860.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 9578 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 48201 members 
Mstep: Class 17 contains 60063 members 
Mstep: Class 18 contains 75286 members 
Mstep: Class 19 contains 28376 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 37755 members 
Mstep: Class 24 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51063676.000000 Penalty: 126248.953125
Iteration 39Q: 39 clusters Score -5.106368e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 29564 members 
Mstep: Class 4 contains 9632 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 10097 members 
Mstep: Class 8 contains 1837 members 
Mstep: Class 9 contains 8493 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 7937 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 14201 members 
Mstep: Class 15 contains 7084 members 
Mstep: Class 16 contains 48162 members 
Mstep: Class 17 contains 60016 members 
Mstep: Class 18 contains 74862 members 
Mstep: Class 19 contains 28768 members 
Mstep: Class 20 contains 17341 members 
Mstep: Class 21 contains 6654 members 
Mstep: Class 22 contains 5078 members 
Mstep: Class 23 contains 37851 members 
Mstep: Class 24 contains 2909 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 6670 members 
Mstep: Class 27 contains 2722 members 
Mstep: Class 28 contains 1768 members 
Mstep: Class 29 contains 13292 members 
Mstep: Class 30 contains 62063 members 
Mstep: Class 31 contains 55845 members 
Mstep: Class 32 contains 1136 members 
Mstep: Class 33 contains 13351 members 
Mstep: Class 34 contains 3561 members 
Mstep: Class 35 contains 13612 members 
Mstep: Class 36 contains 17722 members 
Mstep: Class 37 contains 15146 members 
Mstep: Class 38 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51076968.000000 Penalty: 126248.953125
Iteration 40F: 39 clusters Score -5.107697e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 29569 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 4411 members 
Mstep: Class 7 contains 9869 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 8524 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 14236 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 46728 members 
Mstep: Class 17 contains 59880 members 
Mstep: Class 18 contains 74552 members 
Mstep: Class 19 contains 27819 members 
Mstep: Class 20 contains 17136 members 
Mstep: Class 21 contains 6599 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 37557 members 
Mstep: Class 24 contains 2893 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 6711 members 
Mstep: Class 27 contains 2721 members 
Mstep: Class 28 contains 1772 members 
Mstep: Class 29 contains 13431 members 
Mstep: Class 30 contains 61934 members 
Mstep: Class 31 contains 56254 members 
Mstep: Class 32 contains 1179 members 
Mstep: Class 33 contains 14100 members 
Mstep: Class 34 contains 4045 members 
Mstep: Class 35 contains 13686 members 
Mstep: Class 36 contains 17610 members 
Mstep: Class 37 contains 15262 members 
Mstep: Class 38 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51082388.000000 Penalty: 126248.953125
Iteration 41Q: 39 clusters Score -5.108239e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 3 contains 29699 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 15297 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 9770 members 
Mstep: Class 8 contains 1857 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 4864 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 9097 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 45768 members 
Mstep: Class 17 contains 59794 members 
Mstep: Class 18 contains 74244 members 
Mstep: Class 19 contains 27191 members 
Mstep: Class 20 contains 16974 members 
Mstep: Class 21 contains 6623 members 
Mstep: Class 22 contains 4756 members 
Mstep: Class 23 contains 37398 members 
Mstep: Class 24 contains 2888 members 
Mstep: Class 25 contains 2375 members 
Mstep: Class 26 contains 6703 members 
Mstep: Class 27 contains 2705 members 
Mstep: Class 28 contains 1772 members 
Mstep: Class 29 contains 13490 members 
Mstep: Class 30 contains 61813 members 
Mstep: Class 31 contains 56492 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 14527 members 
Mstep: Class 34 contains 4349 members 
Mstep: Class 35 contains 13780 members 
Mstep: Class 36 contains 17428 members 
Mstep: Class 37 contains 15313 members 
Mstep: Class 38 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51084880.000000 Penalty: 126248.953125
Iteration 42Q: 39 clusters Score -5.108488e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 29838 members 
Mstep: Class 4 contains 9704 members 
Mstep: Class 5 contains 15665 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 9742 members 
Mstep: Class 8 contains 1883 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 4845 members 
Mstep: Class 11 contains 2908 members 
Mstep: Class 12 contains 9667 members 
Mstep: Class 13 contains 3390 members 
Mstep: Class 14 contains 14328 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 16 contains 45015 members 
Mstep: Class 17 contains 59747 members 
Mstep: Class 18 contains 73980 members 
Mstep: Class 19 contains 26690 members 
Mstep: Class 20 contains 16853 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 37306 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 6670 members 
Mstep: Class 27 contains 2689 members 
Mstep: Class 28 contains 1779 members 
Mstep: Class 29 contains 13537 members 
Mstep: Class 30 contains 61700 members 
Mstep: Class 31 contains 56638 members 
Mstep: Class 32 contains 1160 members 
Mstep: Class 33 contains 14787 members 
Mstep: Class 34 contains 4594 members 
Mstep: Class 35 contains 13889 members 
Mstep: Class 36 contains 17285 members 
Mstep: Class 37 contains 15336 members 
Mstep: Class 38 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51086736.000000 Penalty: 126248.953125
Iteration 43Q: 39 clusters Score -5.108674e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 29967 members 
Mstep: Class 4 contains 9718 members 
Mstep: Class 5 contains 15948 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 9707 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 7844 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 10222 members 
Mstep: Class 13 contains 3435 members 
Mstep: Class 14 contains 14363 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 44379 members 
Mstep: Class 17 contains 59747 members 
Mstep: Class 18 contains 73751 members 
Mstep: Class 19 contains 26296 members 
Mstep: Class 20 contains 16746 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 37220 members 
Mstep: Class 24 contains 2877 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 6655 members 
Mstep: Class 27 contains 2671 members 
Mstep: Class 28 contains 1797 members 
Mstep: Class 29 contains 13577 members 
Mstep: Class 30 contains 61587 members 
Mstep: Class 31 contains 56757 members 
Mstep: Class 32 contains 1156 members 
Mstep: Class 33 contains 15002 members 
Mstep: Class 34 contains 4781 members 
Mstep: Class 35 contains 13966 members 
Mstep: Class 36 contains 17140 members 
Mstep: Class 37 contains 15345 members 
Mstep: Class 38 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51088064.000000 Penalty: 126248.953125
Iteration 44Q: 39 clusters Score -5.108806e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7270 members 
Mstep: Class 3 contains 30083 members 
Mstep: Class 4 contains 9734 members 
Mstep: Class 5 contains 16172 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 9669 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 2899 members 
Mstep: Class 12 contains 10738 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 14383 members 
Mstep: Class 15 contains 8621 members 
Mstep: Class 16 contains 43805 members 
Mstep: Class 17 contains 59752 members 
Mstep: Class 18 contains 73553 members 
Mstep: Class 19 contains 25981 members 
Mstep: Class 20 contains 16658 members 
Mstep: Class 21 contains 6645 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 37147 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 6636 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 1829 members 
Mstep: Class 29 contains 13630 members 
Mstep: Class 30 contains 61526 members 
Mstep: Class 31 contains 56860 members 
Mstep: Class 32 contains 1156 members 
Mstep: Class 33 contains 15183 members 
Mstep: Class 34 contains 4947 members 
Mstep: Class 35 contains 14047 members 
Mstep: Class 36 contains 16978 members 
Mstep: Class 37 contains 15329 members 
Mstep: Class 38 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51089416.000000 Penalty: 126248.953125
Iteration 45Q: 39 clusters Score -5.108942e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 30169 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 4185 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 8 contains 1923 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 2896 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 43340 members 
Mstep: Class 17 contains 59775 members 
Mstep: Class 18 contains 73399 members 
Mstep: Class 19 contains 25722 members 
Mstep: Class 20 contains 16556 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 4417 members 
Mstep: Class 23 contains 37095 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 1864 members 
Mstep: Class 29 contains 13650 members 
Mstep: Class 30 contains 61486 members 
Mstep: Class 31 contains 56965 members 
Mstep: Class 32 contains 1156 members 
Mstep: Class 33 contains 15314 members 
Mstep: Class 34 contains 5065 members 
Mstep: Class 35 contains 14130 members 
Mstep: Class 36 contains 16839 members 
Mstep: Class 37 contains 15332 members 
Mstep: Class 38 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090120.000000 Penalty: 126248.953125
Iteration 46Q: 39 clusters Score -5.109012e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 7253 members 
Mstep: Class 3 contains 30248 members 
Mstep: Class 4 contains 9743 members 
Mstep: Class 5 contains 16485 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 7674 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 2890 members 
Mstep: Class 12 contains 11557 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 14423 members 
Mstep: Class 15 contains 8907 members 
Mstep: Class 16 contains 42943 members 
Mstep: Class 17 contains 59819 members 
Mstep: Class 18 contains 73247 members 
Mstep: Class 19 contains 25523 members 
Mstep: Class 20 contains 16465 members 
Mstep: Class 21 contains 6594 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 37055 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 2653 members 
Mstep: Class 28 contains 1895 members 
Mstep: Class 29 contains 13702 members 
Mstep: Class 30 contains 61461 members 
Mstep: Class 31 contains 57065 members 
Mstep: Class 32 contains 1157 members 
Mstep: Class 33 contains 15391 members 
Mstep: Class 34 contains 5145 members 
Mstep: Class 35 contains 14212 members 
Mstep: Class 36 contains 16726 members 
Mstep: Class 37 contains 15329 members 
Mstep: Class 38 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51090620.000000 Penalty: 126248.953125
Iteration 47Q: 39 clusters Score -5.109062e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 7248 members 
Mstep: Class 3 contains 30313 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 16586 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 9621 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 7637 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 2889 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 42606 members 
Mstep: Class 17 contains 59866 members 
Mstep: Class 18 contains 73106 members 
Mstep: Class 19 contains 25387 members 
Mstep: Class 20 contains 16375 members 
Mstep: Class 21 contains 6552 members 
Mstep: Class 22 contains 4311 members 
Mstep: Class 23 contains 37023 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 2493 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 1920 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 61460 members 
Mstep: Class 31 contains 57149 members 
Mstep: Class 32 contains 1157 members 
Mstep: Class 33 contains 15462 members 
Mstep: Class 34 contains 5201 members 
Mstep: Class 35 contains 14303 members 
Mstep: Class 36 contains 16617 members 
Mstep: Class 37 contains 15321 members 
Mstep: Class 38 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091268.000000 Penalty: 126248.953125
Iteration 48Q: 39 clusters Score -5.109127e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 30376 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 16669 members 
Mstep: Class 6 contains 4105 members 
Mstep: Class 7 contains 9624 members 
Mstep: Class 8 contains 1935 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 3484 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 9112 members 
Mstep: Class 16 contains 42331 members 
Mstep: Class 17 contains 59900 members 
Mstep: Class 18 contains 72995 members 
Mstep: Class 19 contains 25255 members 
Mstep: Class 20 contains 16304 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 4264 members 
Mstep: Class 23 contains 36987 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 1939 members 
Mstep: Class 29 contains 13792 members 
Mstep: Class 30 contains 61461 members 
Mstep: Class 31 contains 57203 members 
Mstep: Class 32 contains 1156 members 
Mstep: Class 33 contains 15530 members 
Mstep: Class 34 contains 5226 members 
Mstep: Class 35 contains 14374 members 
Mstep: Class 36 contains 16500 members 
Mstep: Class 37 contains 15319 members 
Mstep: Class 38 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51091876.000000 Penalty: 126248.953125
Iteration 49Q: 39 clusters Score -5.109188e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 9753 members 
Mstep: Class 5 contains 16731 members 
Mstep: Class 6 contains 4093 members 
Mstep: Class 7 contains 9630 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 12422 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 9166 members 
Mstep: Class 16 contains 42107 members 
Mstep: Class 17 contains 59940 members 
Mstep: Class 18 contains 72907 members 
Mstep: Class 19 contains 25169 members 
Mstep: Class 20 contains 16247 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 4217 members 
Mstep: Class 23 contains 36943 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 6620 members 
Mstep: Class 27 contains 2658 members 
Mstep: Class 28 contains 1947 members 
Mstep: Class 29 contains 13810 members 
Mstep: Class 30 contains 61471 members 
Mstep: Class 31 contains 57247 members 
Mstep: Class 32 contains 1155 members 
Mstep: Class 33 contains 15573 members 
Mstep: Class 34 contains 5256 members 
Mstep: Class 35 contains 14465 members 
Mstep: Class 36 contains 16378 members 
Mstep: Class 37 contains 15308 members 
Mstep: Class 38 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092136.000000 Penalty: 126248.953125
Iteration 50Q: 39 clusters Score -5.109214e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 30475 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 16775 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 9640 members 
Mstep: Class 8 contains 1941 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 12673 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 14 contains 14460 members 
Mstep: Class 15 contains 9218 members 
Mstep: Class 16 contains 41900 members 
Mstep: Class 17 contains 59969 members 
Mstep: Class 18 contains 72821 members 
Mstep: Class 19 contains 25089 members 
Mstep: Class 20 contains 16197 members 
Mstep: Class 21 contains 6486 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 36903 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 2659 members 
Mstep: Class 28 contains 1949 members 
Mstep: Class 29 contains 13831 members 
Mstep: Class 30 contains 61479 members 
Mstep: Class 31 contains 57291 members 
Mstep: Class 32 contains 1155 members 
Mstep: Class 33 contains 15615 members 
Mstep: Class 34 contains 5283 members 
Mstep: Class 35 contains 14562 members 
Mstep: Class 36 contains 16256 members 
Mstep: Class 37 contains 15306 members 
Mstep: Class 38 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092476.000000 Penalty: 126248.953125
Iteration 51Q: 39 clusters Score -5.109248e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 30515 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 16817 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 14 contains 14471 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 41723 members 
Mstep: Class 17 contains 60007 members 
Mstep: Class 18 contains 72741 members 
Mstep: Class 19 contains 25017 members 
Mstep: Class 20 contains 16155 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 4132 members 
Mstep: Class 23 contains 36866 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 2530 members 
Mstep: Class 26 contains 6615 members 
Mstep: Class 27 contains 2660 members 
Mstep: Class 28 contains 1949 members 
Mstep: Class 29 contains 13850 members 
Mstep: Class 30 contains 61479 members 
Mstep: Class 31 contains 57323 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15659 members 
Mstep: Class 34 contains 5314 members 
Mstep: Class 35 contains 14642 members 
Mstep: Class 36 contains 16125 members 
Mstep: Class 37 contains 15298 members 
Mstep: Class 38 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092564.000000 Penalty: 126248.953125
Iteration 52Q: 39 clusters Score -5.109256e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 7227 members 
Mstep: Class 3 contains 30557 members 
Mstep: Class 4 contains 9768 members 
Mstep: Class 5 contains 16848 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 1948 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 2884 members 
Mstep: Class 12 contains 13125 members 
Mstep: Class 13 contains 3474 members 
Mstep: Class 14 contains 14476 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 41577 members 
Mstep: Class 17 contains 60049 members 
Mstep: Class 18 contains 72661 members 
Mstep: Class 19 contains 24958 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 6422 members 
Mstep: Class 22 contains 4107 members 
Mstep: Class 23 contains 36830 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 2657 members 
Mstep: Class 28 contains 1954 members 
Mstep: Class 29 contains 13873 members 
Mstep: Class 30 contains 61486 members 
Mstep: Class 31 contains 57346 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15702 members 
Mstep: Class 34 contains 5346 members 
Mstep: Class 35 contains 14748 members 
Mstep: Class 36 contains 15966 members 
Mstep: Class 37 contains 15283 members 
Mstep: Class 38 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51092780.000000 Penalty: 126248.953125
Iteration 53Q: 39 clusters Score -5.109278e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 30589 members 
Mstep: Class 4 contains 9772 members 
Mstep: Class 5 contains 16873 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 9643 members 
Mstep: Class 8 contains 1955 members 
Mstep: Class 9 contains 7577 members 
Mstep: Class 10 contains 4765 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 13356 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 14 contains 14480 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 41437 members 
Mstep: Class 17 contains 60089 members 
Mstep: Class 18 contains 72594 members 
Mstep: Class 19 contains 24906 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 6370 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 36810 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 1957 members 
Mstep: Class 29 contains 13896 members 
Mstep: Class 30 contains 61498 members 
Mstep: Class 31 contains 57369 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15750 members 
Mstep: Class 34 contains 5366 members 
Mstep: Class 35 contains 14857 members 
Mstep: Class 36 contains 15776 members 
Mstep: Class 37 contains 15264 members 
Mstep: Class 38 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093392.000000 Penalty: 126248.953125
Iteration 54Q: 39 clusters Score -5.109339e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 30624 members 
Mstep: Class 4 contains 9776 members 
Mstep: Class 5 contains 16902 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 9639 members 
Mstep: Class 8 contains 1960 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 2882 members 
Mstep: Class 12 contains 13544 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 14485 members 
Mstep: Class 15 contains 9349 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 60128 members 
Mstep: Class 18 contains 72528 members 
Mstep: Class 19 contains 24859 members 
Mstep: Class 20 contains 16081 members 
Mstep: Class 21 contains 6322 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 36787 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 1959 members 
Mstep: Class 29 contains 13903 members 
Mstep: Class 30 contains 61495 members 
Mstep: Class 31 contains 57393 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 5377 members 
Mstep: Class 35 contains 14988 members 
Mstep: Class 36 contains 15598 members 
Mstep: Class 37 contains 15247 members 
Mstep: Class 38 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093476.000000 Penalty: 126248.953125
Iteration 55Q: 39 clusters Score -5.109348e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 30656 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 16921 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 9631 members 
Mstep: Class 8 contains 1962 members 
Mstep: Class 9 contains 7545 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 2882 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 14491 members 
Mstep: Class 15 contains 9385 members 
Mstep: Class 16 contains 41173 members 
Mstep: Class 17 contains 60175 members 
Mstep: Class 18 contains 72454 members 
Mstep: Class 19 contains 24823 members 
Mstep: Class 20 contains 16057 members 
Mstep: Class 21 contains 6243 members 
Mstep: Class 22 contains 4088 members 
Mstep: Class 23 contains 36761 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 2549 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 1960 members 
Mstep: Class 29 contains 13910 members 
Mstep: Class 30 contains 61490 members 
Mstep: Class 31 contains 57411 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15831 members 
Mstep: Class 34 contains 5401 members 
Mstep: Class 35 contains 15138 members 
Mstep: Class 36 contains 15437 members 
Mstep: Class 37 contains 15232 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093464.000000 Penalty: 126248.953125
Iteration 56Q: 39 clusters Score -5.109346e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 30686 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 16935 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 9626 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 13903 members 
Mstep: Class 13 contains 3488 members 
Mstep: Class 14 contains 14490 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 41060 members 
Mstep: Class 17 contains 60225 members 
Mstep: Class 18 contains 72376 members 
Mstep: Class 19 contains 24791 members 
Mstep: Class 20 contains 16046 members 
Mstep: Class 21 contains 6115 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 2555 members 
Mstep: Class 26 contains 6605 members 
Mstep: Class 27 contains 2649 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 13933 members 
Mstep: Class 30 contains 61497 members 
Mstep: Class 31 contains 57422 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15865 members 
Mstep: Class 34 contains 5430 members 
Mstep: Class 35 contains 15310 members 
Mstep: Class 36 contains 15266 members 
Mstep: Class 37 contains 15219 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093532.000000 Penalty: 126248.953125
Iteration 57Q: 39 clusters Score -5.109353e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 30719 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 16939 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 9632 members 
Mstep: Class 8 contains 1969 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 2880 members 
Mstep: Class 12 contains 14068 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 14497 members 
Mstep: Class 15 contains 9454 members 
Mstep: Class 16 contains 40955 members 
Mstep: Class 17 contains 60268 members 
Mstep: Class 18 contains 72316 members 
Mstep: Class 19 contains 24764 members 
Mstep: Class 20 contains 16028 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 4061 members 
Mstep: Class 23 contains 36715 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2556 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 2648 members 
Mstep: Class 28 contains 1970 members 
Mstep: Class 29 contains 13941 members 
Mstep: Class 30 contains 61507 members 
Mstep: Class 31 contains 57428 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15897 members 
Mstep: Class 34 contains 5457 members 
Mstep: Class 35 contains 15523 members 
Mstep: Class 36 contains 15080 members 
Mstep: Class 37 contains 15209 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51093812.000000 Penalty: 126248.953125
Iteration 58Q: 39 clusters Score -5.109381e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 30744 members 
Mstep: Class 4 contains 9779 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 1971 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 2878 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 3495 members 
Mstep: Class 14 contains 14499 members 
Mstep: Class 15 contains 9486 members 
Mstep: Class 16 contains 40841 members 
Mstep: Class 17 contains 60302 members 
Mstep: Class 18 contains 72264 members 
Mstep: Class 19 contains 24734 members 
Mstep: Class 20 contains 16013 members 
Mstep: Class 21 contains 5884 members 
Mstep: Class 22 contains 4070 members 
Mstep: Class 23 contains 36672 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2552 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 2648 members 
Mstep: Class 28 contains 1979 members 
Mstep: Class 29 contains 13938 members 
Mstep: Class 30 contains 61514 members 
Mstep: Class 31 contains 57437 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15921 members 
Mstep: Class 34 contains 5481 members 
Mstep: Class 35 contains 15753 members 
Mstep: Class 36 contains 14873 members 
Mstep: Class 37 contains 15186 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51094432.000000 Penalty: 126248.953125
Iteration 59Q: 39 clusters Score -5.109443e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 30770 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 16952 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 1975 members 
Mstep: Class 9 contains 7512 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 14500 members 
Mstep: Class 15 contains 9507 members 
Mstep: Class 16 contains 40715 members 
Mstep: Class 17 contains 60326 members 
Mstep: Class 18 contains 72229 members 
Mstep: Class 19 contains 24704 members 
Mstep: Class 20 contains 16000 members 
Mstep: Class 21 contains 5803 members 
Mstep: Class 22 contains 4065 members 
Mstep: Class 23 contains 36622 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 6597 members 
Mstep: Class 27 contains 2647 members 
Mstep: Class 28 contains 1983 members 
Mstep: Class 29 contains 13925 members 
Mstep: Class 30 contains 61540 members 
Mstep: Class 31 contains 57445 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15952 members 
Mstep: Class 34 contains 5506 members 
Mstep: Class 35 contains 15979 members 
Mstep: Class 36 contains 14674 members 
Mstep: Class 37 contains 15162 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095164.000000 Penalty: 126248.953125
Iteration 60F: 39 clusters Score -5.109516e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 30795 members 
Mstep: Class 4 contains 9780 members 
Mstep: Class 5 contains 16961 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 14743 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 14501 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 40576 members 
Mstep: Class 17 contains 60346 members 
Mstep: Class 18 contains 72199 members 
Mstep: Class 19 contains 24677 members 
Mstep: Class 20 contains 15990 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 4108 members 
Mstep: Class 23 contains 36570 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2555 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 2600 members 
Mstep: Class 28 contains 1992 members 
Mstep: Class 29 contains 13908 members 
Mstep: Class 30 contains 61555 members 
Mstep: Class 31 contains 57449 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 15989 members 
Mstep: Class 34 contains 5545 members 
Mstep: Class 35 contains 16162 members 
Mstep: Class 36 contains 14350 members 
Mstep: Class 37 contains 15130 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51095768.000000 Penalty: 126248.953125
Iteration 61Q: 39 clusters Score -5.109577e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 7227 members 
Mstep: Class 3 contains 30821 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 16967 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 14505 members 
Mstep: Class 15 contains 9539 members 
Mstep: Class 16 contains 40420 members 
Mstep: Class 17 contains 60355 members 
Mstep: Class 18 contains 72167 members 
Mstep: Class 19 contains 24646 members 
Mstep: Class 20 contains 15987 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 6601 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 13890 members 
Mstep: Class 30 contains 61582 members 
Mstep: Class 31 contains 57447 members 
Mstep: Class 32 contains 1153 members 
Mstep: Class 33 contains 16015 members 
Mstep: Class 34 contains 5603 members 
Mstep: Class 35 contains 16325 members 
Mstep: Class 36 contains 13995 members 
Mstep: Class 37 contains 15092 members 
Mstep: Class 38 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096308.000000 Penalty: 126248.953125
Iteration 62Q: 39 clusters Score -5.109631e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 9778 members 
Mstep: Class 5 contains 16972 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 15535 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 14507 members 
Mstep: Class 15 contains 9547 members 
Mstep: Class 16 contains 40270 members 
Mstep: Class 17 contains 60363 members 
Mstep: Class 18 contains 72138 members 
Mstep: Class 19 contains 24614 members 
Mstep: Class 20 contains 15982 members 
Mstep: Class 21 contains 5764 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 36429 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 13873 members 
Mstep: Class 30 contains 61612 members 
Mstep: Class 31 contains 57452 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 16040 members 
Mstep: Class 34 contains 5671 members 
Mstep: Class 35 contains 16443 members 
Mstep: Class 36 contains 13571 members 
Mstep: Class 37 contains 15044 members 
Mstep: Class 38 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51096968.000000 Penalty: 126248.953125
Iteration 63Q: 39 clusters Score -5.109697e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 7233 members 
Mstep: Class 3 contains 30857 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 16977 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 9640 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 3502 members 
Mstep: Class 14 contains 14508 members 
Mstep: Class 15 contains 9562 members 
Mstep: Class 16 contains 40161 members 
Mstep: Class 17 contains 60370 members 
Mstep: Class 18 contains 72106 members 
Mstep: Class 19 contains 24597 members 
Mstep: Class 20 contains 15972 members 
Mstep: Class 21 contains 5808 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 36372 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 6603 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2000 members 
Mstep: Class 29 contains 13855 members 
Mstep: Class 30 contains 61624 members 
Mstep: Class 31 contains 57456 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 16065 members 
Mstep: Class 34 contains 5716 members 
Mstep: Class 35 contains 16546 members 
Mstep: Class 36 contains 13109 members 
Mstep: Class 37 contains 14995 members 
Mstep: Class 38 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51097768.000000 Penalty: 126248.953125
Iteration 64Q: 39 clusters Score -5.109777e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 7235 members 
Mstep: Class 3 contains 30872 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16976 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 9626 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 14510 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 40030 members 
Mstep: Class 17 contains 60380 members 
Mstep: Class 18 contains 72061 members 
Mstep: Class 19 contains 24592 members 
Mstep: Class 20 contains 15964 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 4131 members 
Mstep: Class 23 contains 36284 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 2003 members 
Mstep: Class 29 contains 13859 members 
Mstep: Class 30 contains 61638 members 
Mstep: Class 31 contains 57458 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 16098 members 
Mstep: Class 34 contains 5739 members 
Mstep: Class 35 contains 16652 members 
Mstep: Class 36 contains 12550 members 
Mstep: Class 37 contains 14944 members 
Mstep: Class 38 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51098404.000000 Penalty: 126248.953125
Iteration 65Q: 39 clusters Score -5.10984e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 7235 members 
Mstep: Class 3 contains 30881 members 
Mstep: Class 4 contains 9785 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 9613 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 17215 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 14513 members 
Mstep: Class 15 contains 9622 members 
Mstep: Class 16 contains 39889 members 
Mstep: Class 17 contains 60396 members 
Mstep: Class 18 contains 72013 members 
Mstep: Class 19 contains 24571 members 
Mstep: Class 20 contains 15956 members 
Mstep: Class 21 contains 5991 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 36219 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 6602 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 13858 members 
Mstep: Class 30 contains 61646 members 
Mstep: Class 31 contains 57455 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 5763 members 
Mstep: Class 35 contains 16722 members 
Mstep: Class 36 contains 11929 members 
Mstep: Class 37 contains 14900 members 
Mstep: Class 38 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51099028.000000 Penalty: 126248.953125
Iteration 66Q: 39 clusters Score -5.109903e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 30892 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16974 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 9605 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 18018 members 
Mstep: Class 13 contains 3502 members 
Mstep: Class 14 contains 14515 members 
Mstep: Class 15 contains 9637 members 
Mstep: Class 16 contains 39723 members 
Mstep: Class 17 contains 60419 members 
Mstep: Class 18 contains 71979 members 
Mstep: Class 19 contains 24568 members 
Mstep: Class 20 contains 15946 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 4083 members 
Mstep: Class 23 contains 36150 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 6603 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 13858 members 
Mstep: Class 30 contains 61672 members 
Mstep: Class 31 contains 57459 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 16166 members 
Mstep: Class 34 contains 5788 members 
Mstep: Class 35 contains 16771 members 
Mstep: Class 36 contains 11183 members 
Mstep: Class 37 contains 14876 members 
Mstep: Class 38 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51100108.000000 Penalty: 126248.953125
Iteration 67Q: 39 clusters Score -5.110011e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 30901 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16976 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 18926 members 
Mstep: Class 13 contains 3502 members 
Mstep: Class 14 contains 14516 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 39566 members 
Mstep: Class 17 contains 60431 members 
Mstep: Class 18 contains 71947 members 
Mstep: Class 19 contains 24556 members 
Mstep: Class 20 contains 15940 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 4082 members 
Mstep: Class 23 contains 36091 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 2303 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 13861 members 
Mstep: Class 30 contains 61677 members 
Mstep: Class 31 contains 57457 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 16199 members 
Mstep: Class 34 contains 5798 members 
Mstep: Class 35 contains 16799 members 
Mstep: Class 36 contains 10318 members 
Mstep: Class 37 contains 14845 members 
Mstep: Class 38 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51101828.000000 Penalty: 126248.953125
Iteration 68Q: 39 clusters Score -5.110183e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 30907 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16978 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 9595 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 4877 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 14518 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 39416 members 
Mstep: Class 17 contains 60447 members 
Mstep: Class 18 contains 71916 members 
Mstep: Class 19 contains 24550 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 6292 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 36028 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 6608 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 13850 members 
Mstep: Class 30 contains 61685 members 
Mstep: Class 31 contains 57454 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 16231 members 
Mstep: Class 34 contains 5802 members 
Mstep: Class 35 contains 16785 members 
Mstep: Class 36 contains 9523 members 
Mstep: Class 37 contains 14817 members 
Mstep: Class 38 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51104852.000000 Penalty: 126248.953125
Iteration 69Q: 39 clusters Score -5.110485e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 7247 members 
Mstep: Class 3 contains 30910 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16977 members 
Mstep: Class 6 contains 3797 members 
Mstep: Class 7 contains 9593 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 20322 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 14520 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 39266 members 
Mstep: Class 17 contains 60461 members 
Mstep: Class 18 contains 71886 members 
Mstep: Class 19 contains 24548 members 
Mstep: Class 20 contains 15936 members 
Mstep: Class 21 contains 6378 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 35995 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 2254 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 13820 members 
Mstep: Class 30 contains 61697 members 
Mstep: Class 31 contains 57455 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 16259 members 
Mstep: Class 34 contains 5816 members 
Mstep: Class 35 contains 16752 members 
Mstep: Class 36 contains 9150 members 
Mstep: Class 37 contains 14795 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51106660.000000 Penalty: 126248.953125
Iteration 70Q: 39 clusters Score -5.110666e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 30919 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16980 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 20589 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 14520 members 
Mstep: Class 15 contains 9696 members 
Mstep: Class 16 contains 39071 members 
Mstep: Class 17 contains 60467 members 
Mstep: Class 18 contains 71867 members 
Mstep: Class 19 contains 24534 members 
Mstep: Class 20 contains 15935 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 4011 members 
Mstep: Class 23 contains 35946 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 2232 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 13803 members 
Mstep: Class 30 contains 61704 members 
Mstep: Class 31 contains 57453 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 16290 members 
Mstep: Class 34 contains 5837 members 
Mstep: Class 35 contains 16712 members 
Mstep: Class 36 contains 9104 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107036.000000 Penalty: 126248.953125
Iteration 71Q: 39 clusters Score -5.110704e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 30924 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16985 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 9596 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 20739 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 9707 members 
Mstep: Class 16 contains 38901 members 
Mstep: Class 17 contains 60464 members 
Mstep: Class 18 contains 71857 members 
Mstep: Class 19 contains 24528 members 
Mstep: Class 20 contains 15934 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 3959 members 
Mstep: Class 23 contains 35912 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 13792 members 
Mstep: Class 30 contains 61695 members 
Mstep: Class 31 contains 57454 members 
Mstep: Class 32 contains 1145 members 
Mstep: Class 33 contains 16313 members 
Mstep: Class 34 contains 5852 members 
Mstep: Class 35 contains 16692 members 
Mstep: Class 36 contains 9118 members 
Mstep: Class 37 contains 14757 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107284.000000 Penalty: 126248.953125
Iteration 72Q: 39 clusters Score -5.110728e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 30928 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16983 members 
Mstep: Class 6 contains 3672 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 20835 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 38752 members 
Mstep: Class 17 contains 60469 members 
Mstep: Class 18 contains 71847 members 
Mstep: Class 19 contains 24522 members 
Mstep: Class 20 contains 15930 members 
Mstep: Class 21 contains 6618 members 
Mstep: Class 22 contains 3931 members 
Mstep: Class 23 contains 35879 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 2196 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13778 members 
Mstep: Class 30 contains 61688 members 
Mstep: Class 31 contains 57452 members 
Mstep: Class 32 contains 1145 members 
Mstep: Class 33 contains 16332 members 
Mstep: Class 34 contains 5865 members 
Mstep: Class 35 contains 16672 members 
Mstep: Class 36 contains 9150 members 
Mstep: Class 37 contains 14737 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107336.000000 Penalty: 126248.953125
Iteration 73Q: 39 clusters Score -5.110734e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 30930 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 16983 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 2876 members 
Mstep: Class 12 contains 20898 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 14523 members 
Mstep: Class 15 contains 9728 members 
Mstep: Class 16 contains 38626 members 
Mstep: Class 17 contains 60467 members 
Mstep: Class 18 contains 71841 members 
Mstep: Class 19 contains 24510 members 
Mstep: Class 20 contains 15927 members 
Mstep: Class 21 contains 6682 members 
Mstep: Class 22 contains 3903 members 
Mstep: Class 23 contains 35852 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2667 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 2188 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13778 members 
Mstep: Class 30 contains 61688 members 
Mstep: Class 31 contains 57452 members 
Mstep: Class 32 contains 1144 members 
Mstep: Class 33 contains 16353 members 
Mstep: Class 34 contains 5872 members 
Mstep: Class 35 contains 16655 members 
Mstep: Class 36 contains 9181 members 
Mstep: Class 37 contains 14726 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107516.000000 Penalty: 126248.953125
Iteration 74Q: 39 clusters Score -5.110752e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 7272 members 
Mstep: Class 3 contains 30931 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16984 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 9599 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 2875 members 
Mstep: Class 12 contains 20945 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 38514 members 
Mstep: Class 17 contains 60469 members 
Mstep: Class 18 contains 71836 members 
Mstep: Class 19 contains 24500 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 6740 members 
Mstep: Class 22 contains 3884 members 
Mstep: Class 23 contains 35825 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2678 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13781 members 
Mstep: Class 30 contains 61689 members 
Mstep: Class 31 contains 57454 members 
Mstep: Class 32 contains 1143 members 
Mstep: Class 33 contains 16368 members 
Mstep: Class 34 contains 5884 members 
Mstep: Class 35 contains 16660 members 
Mstep: Class 36 contains 9202 members 
Mstep: Class 37 contains 14717 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107632.000000 Penalty: 126248.953125
Iteration 75Q: 39 clusters Score -5.110763e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 30932 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16981 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 9603 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 20989 members 
Mstep: Class 13 contains 3495 members 
Mstep: Class 14 contains 14526 members 
Mstep: Class 15 contains 9746 members 
Mstep: Class 16 contains 38395 members 
Mstep: Class 17 contains 60466 members 
Mstep: Class 18 contains 71828 members 
Mstep: Class 19 contains 24490 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 35799 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2688 members 
Mstep: Class 26 contains 6608 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13776 members 
Mstep: Class 30 contains 61697 members 
Mstep: Class 31 contains 57456 members 
Mstep: Class 32 contains 1142 members 
Mstep: Class 33 contains 16379 members 
Mstep: Class 34 contains 5888 members 
Mstep: Class 35 contains 16689 members 
Mstep: Class 36 contains 9220 members 
Mstep: Class 37 contains 14711 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107720.000000 Penalty: 126248.953125
Iteration 76Q: 39 clusters Score -5.110772e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 30929 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16979 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 9600 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 21014 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 38311 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 71822 members 
Mstep: Class 19 contains 24480 members 
Mstep: Class 20 contains 15917 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 35781 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 2694 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2175 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 13762 members 
Mstep: Class 30 contains 61698 members 
Mstep: Class 31 contains 57462 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16383 members 
Mstep: Class 34 contains 5895 members 
Mstep: Class 35 contains 16715 members 
Mstep: Class 36 contains 9230 members 
Mstep: Class 37 contains 14699 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107700.000000 Penalty: 126248.953125
Iteration 77Q: 39 clusters Score -5.11077e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 30927 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 9598 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 21023 members 
Mstep: Class 13 contains 3493 members 
Mstep: Class 14 contains 14526 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 38250 members 
Mstep: Class 17 contains 60466 members 
Mstep: Class 18 contains 71821 members 
Mstep: Class 19 contains 24472 members 
Mstep: Class 20 contains 15912 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35768 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2702 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 13759 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57470 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5898 members 
Mstep: Class 35 contains 16737 members 
Mstep: Class 36 contains 9239 members 
Mstep: Class 37 contains 14694 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51107708.000000 Penalty: 126248.953125
Iteration 78Q: 39 clusters Score -5.110771e+07 nChanged 264
Entering ConstructFrom: 
Score: -51107708.000000 Penalty: 126248.953125
Entering ConstructFrom: 
Trying to split cluster 1 (41897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Entering Unmasked Estep 
Score: -3485816.500000 Penalty: 2639.456299
	Iteration 0F: 2 clusters Score -3485816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3457391.250000 Penalty: 5278.912598
	Iteration 0F: 3 clusters Score -3457391 nChanged 19234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3467835.250000 Penalty: 5278.912598
	Iteration 1F: 3 clusters Score -3467835 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3468380.500000 Penalty: 5278.912598
	Iteration 2Q: 3 clusters Score -3468380 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3468979.000000 Penalty: 5278.912598
	Iteration 3Q: 3 clusters Score -3468979 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3469588.000000 Penalty: 5278.912598
	Iteration 4Q: 3 clusters Score -3469588 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3470365.250000 Penalty: 5278.912598
	Iteration 5Q: 3 clusters Score -3470365 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3471333.500000 Penalty: 5278.912598
	Iteration 6F: 3 clusters Score -3471334 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3472600.250000 Penalty: 5278.912598
	Iteration 7F: 3 clusters Score -3472600 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3474129.250000 Penalty: 5278.912598
	Iteration 8F: 3 clusters Score -3474129 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -3475803.750000 Penalty: 5278.912598
	Iteration 9F: 3 clusters Score -3475804 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -3477565.250000 Penalty: 5278.912598
	Iteration 10F: 3 clusters Score -3477565 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -3479223.500000 Penalty: 5278.912598
	Iteration 11F: 3 clusters Score -3479224 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -3480719.500000 Penalty: 5278.912598
	Iteration 12Q: 3 clusters Score -3480720 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -3481879.500000 Penalty: 5278.912598
	Iteration 13Q: 3 clusters Score -3481880 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -3482592.250000 Penalty: 5278.912598
	Iteration 14Q: 3 clusters Score -3482592 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -3483037.750000 Penalty: 5278.912598
	Iteration 15Q: 3 clusters Score -3483038 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -3483249.750000 Penalty: 5278.912598
	Iteration 16Q: 3 clusters Score -3483250 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -3483369.250000 Penalty: 5278.912598
	Iteration 17Q: 3 clusters Score -3483369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -3483440.000000 Penalty: 5278.912598
	Iteration 18Q: 3 clusters Score -3483440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -3483477.250000 Penalty: 5278.912598
	Iteration 19Q: 3 clusters Score -3483477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -3483523.500000 Penalty: 5278.912598
	Iteration 20F: 3 clusters Score -3483524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -3483560.250000 Penalty: 5278.912598
	Iteration 21Q: 3 clusters Score -3483560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -3483575.500000 Penalty: 5278.912598
	Iteration 22Q: 3 clusters Score -3483576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -3483597.250000 Penalty: 5278.912598
	Iteration 23Q: 3 clusters Score -3483597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -3483604.500000 Penalty: 5278.912598
	Iteration 24Q: 3 clusters Score -3483604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -3483609.000000 Penalty: 5278.912598
	Iteration 25Q: 3 clusters Score -3483609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -3483618.250000 Penalty: 5278.912598
	Iteration 26Q: 3 clusters Score -3483618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -3483625.500000 Penalty: 5278.912598
	Iteration 27Q: 3 clusters Score -3483626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -3483630.500000 Penalty: 5278.912598
	Iteration 28Q: 3 clusters Score -3483630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -3483630.750000 Penalty: 5278.912598
	Iteration 29Q: 3 clusters Score -3483631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -3483631.000000 Penalty: 5278.912598
	Iteration 30Q: 3 clusters Score -3483631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -3483632.250000 Penalty: 5278.912598
	Iteration 31Q: 3 clusters Score -3483632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -3483634.750000 Penalty: 5278.912598
	Iteration 32Q: 3 clusters Score -3483635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -3483635.250000 Penalty: 5278.912598
	Iteration 33Q: 3 clusters Score -3483635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -3483634.250000 Penalty: 5278.912598
	Iteration 34Q: 3 clusters Score -3483634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -3483632.250000 Penalty: 5278.912598
	Iteration 35Q: 3 clusters Score -3483632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -3483632.250000 Penalty: 5278.912598
	Iteration 36F: 3 clusters Score -3483632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Entering Unmasked Estep 
Score: -601909.625000 Penalty: 2205.844238
	Iteration 0F: 2 clusters Score -601909.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -595955.687500 Penalty: 4411.688477
	Iteration 0F: 3 clusters Score -595955.7 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -597574.250000 Penalty: 4411.688477
	Iteration 1F: 3 clusters Score -597574.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -597912.125000 Penalty: 4411.688477
	Iteration 2F: 3 clusters Score -597912.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -598188.187500 Penalty: 4411.688477
	Iteration 3F: 3 clusters Score -598188.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -598437.000000 Penalty: 4411.688477
	Iteration 4F: 3 clusters Score -598437 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -598692.625000 Penalty: 4411.688477
	Iteration 5Q: 3 clusters Score -598692.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -598977.062500 Penalty: 4411.688477
	Iteration 6F: 3 clusters Score -598977.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -599267.187500 Penalty: 4411.688477
	Iteration 7F: 3 clusters Score -599267.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -599512.125000 Penalty: 4411.688477
	Iteration 8Q: 3 clusters Score -599512.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -599706.875000 Penalty: 4411.688477
	Iteration 9Q: 3 clusters Score -599706.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -599865.500000 Penalty: 4411.688477
	Iteration 10Q: 3 clusters Score -599865.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -600028.187500 Penalty: 4411.688477
	Iteration 11Q: 3 clusters Score -600028.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -600204.000000 Penalty: 4411.688477
	Iteration 12Q: 3 clusters Score -600204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -600333.250000 Penalty: 4411.688477
	Iteration 13Q: 3 clusters Score -600333.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -600427.687500 Penalty: 4411.688477
	Iteration 14Q: 3 clusters Score -600427.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -600484.875000 Penalty: 4411.688477
	Iteration 15Q: 3 clusters Score -600484.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -600531.187500 Penalty: 4411.688477
	Iteration 16Q: 3 clusters Score -600531.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -600555.250000 Penalty: 4411.688477
	Iteration 17Q: 3 clusters Score -600555.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -600574.750000 Penalty: 4411.688477
	Iteration 18Q: 3 clusters Score -600574.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -600594.750000 Penalty: 4411.688477
	Iteration 19Q: 3 clusters Score -600594.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -600614.312500 Penalty: 4411.688477
	Iteration 20F: 3 clusters Score -600614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -600627.750000 Penalty: 4411.688477
	Iteration 21Q: 3 clusters Score -600627.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -600640.187500 Penalty: 4411.688477
	Iteration 22Q: 3 clusters Score -600640.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -600651.250000 Penalty: 4411.688477
	Iteration 23Q: 3 clusters Score -600651.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -600667.375000 Penalty: 4411.688477
	Iteration 24Q: 3 clusters Score -600667.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -600676.937500 Penalty: 4411.688477
	Iteration 25Q: 3 clusters Score -600676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -600682.625000 Penalty: 4411.688477
	Iteration 26Q: 3 clusters Score -600682.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -600689.125000 Penalty: 4411.688477
	Iteration 27Q: 3 clusters Score -600689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -600694.062500 Penalty: 4411.688477
	Iteration 28Q: 3 clusters Score -600694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -600698.375000 Penalty: 4411.688477
	Iteration 29Q: 3 clusters Score -600698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -600700.500000 Penalty: 4411.688477
	Iteration 30Q: 3 clusters Score -600700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -600704.875000 Penalty: 4411.688477
	Iteration 31Q: 3 clusters Score -600704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -600706.562500 Penalty: 4411.688477
	Iteration 32Q: 3 clusters Score -600706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -600706.875000 Penalty: 4411.688477
	Iteration 33Q: 3 clusters Score -600706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -600710.250000 Penalty: 4411.688477
	Iteration 34Q: 3 clusters Score -600710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -600710.562500 Penalty: 4411.688477
	Iteration 35Q: 3 clusters Score -600710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -600712.812500 Penalty: 4411.688477
	Iteration 36Q: 3 clusters Score -600712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -600713.187500 Penalty: 4411.688477
	Iteration 37Q: 3 clusters Score -600713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -600714.312500 Penalty: 4411.688477
	Iteration 38Q: 3 clusters Score -600714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -600716.000000 Penalty: 4411.688477
	Iteration 39Q: 3 clusters Score -600716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -600716.000000 Penalty: 4411.688477
	Iteration 40F: 3 clusters Score -600716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Entering Unmasked Estep 
Score: -2661801.250000 Penalty: 2564.167480
	Iteration 0F: 2 clusters Score -2661801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2640626.750000 Penalty: 5128.334961
	Iteration 0F: 3 clusters Score -2640627 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2648391.750000 Penalty: 5128.334961
	Iteration 1F: 3 clusters Score -2648392 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2649278.500000 Penalty: 5128.334961
	Iteration 2F: 3 clusters Score -2649278 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2650597.750000 Penalty: 5128.334961
	Iteration 3F: 3 clusters Score -2650598 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2652908.000000 Penalty: 5128.334961
	Iteration 4F: 3 clusters Score -2652908 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2656191.250000 Penalty: 5128.334961
	Iteration 5F: 3 clusters Score -2656191 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2659353.000000 Penalty: 5128.334961
	Iteration 6F: 3 clusters Score -2659353 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2661452.500000 Penalty: 5128.334961
	Iteration 7F: 3 clusters Score -2661452 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2662727.500000 Penalty: 5128.334961
	Iteration 8Q: 3 clusters Score -2662728 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2663550.250000 Penalty: 5128.334961
	Iteration 9Q: 3 clusters Score -2663550 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2664024.750000 Penalty: 5128.334961
	Iteration 10Q: 3 clusters Score -2664025 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2664286.500000 Penalty: 5128.334961
	Iteration 11Q: 3 clusters Score -2664286 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2664423.500000 Penalty: 5128.334961
	Iteration 12Q: 3 clusters Score -2664424 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2664484.000000 Penalty: 5128.334961
	Iteration 13Q: 3 clusters Score -2664484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2664507.500000 Penalty: 5128.334961
	Iteration 14Q: 3 clusters Score -2664508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2664518.000000 Penalty: 5128.334961
	Iteration 15Q: 3 clusters Score -2664518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2664527.500000 Penalty: 5128.334961
	Iteration 16Q: 3 clusters Score -2664528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2664533.000000 Penalty: 5128.334961
	Iteration 17Q: 3 clusters Score -2664533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2664533.750000 Penalty: 5128.334961
	Iteration 18Q: 3 clusters Score -2664534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2664528.500000 Penalty: 5128.334961
	Iteration 19Q: 3 clusters Score -2664528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2664527.000000 Penalty: 5128.334961
	Iteration 20F: 3 clusters Score -2664527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2664531.000000 Penalty: 5128.334961
	Iteration 21Q: 3 clusters Score -2664531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2664531.000000 Penalty: 5128.334961
	Iteration 22Q: 3 clusters Score -2664531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2664531.000000 Penalty: 5128.334961
	Iteration 23F: 3 clusters Score -2664531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 71820 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Entering Unmasked Estep 
Score: -51109860.000000 Penalty: 129571.296875
Splitting cluster 3 changes total score from -51107708.000000 to -51109860.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (9783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Entering Unmasked Estep 
Score: -781169.687500 Penalty: 2278.723389
	Iteration 0F: 2 clusters Score -781169.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -773687.812500 Penalty: 4557.446777
	Iteration 0F: 3 clusters Score -773687.8 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -775879.250000 Penalty: 4557.446777
	Iteration 1F: 3 clusters Score -775879.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -776244.062500 Penalty: 4557.446777
	Iteration 2F: 3 clusters Score -776244.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -776559.812500 Penalty: 4557.446777
	Iteration 3F: 3 clusters Score -776559.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -776873.625000 Penalty: 4557.446777
	Iteration 4Q: 3 clusters Score -776873.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -777240.062500 Penalty: 4557.446777
	Iteration 5F: 3 clusters Score -777240.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -777688.312500 Penalty: 4557.446777
	Iteration 6F: 3 clusters Score -777688.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -778147.562500 Penalty: 4557.446777
	Iteration 7F: 3 clusters Score -778147.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -778563.687500 Penalty: 4557.446777
	Iteration 8F: 3 clusters Score -778563.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -778863.125000 Penalty: 4557.446777
	Iteration 9Q: 3 clusters Score -778863.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -779073.125000 Penalty: 4557.446777
	Iteration 10Q: 3 clusters Score -779073.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -779221.750000 Penalty: 4557.446777
	Iteration 11Q: 3 clusters Score -779221.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -779308.937500 Penalty: 4557.446777
	Iteration 12Q: 3 clusters Score -779308.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -779368.500000 Penalty: 4557.446777
	Iteration 13Q: 3 clusters Score -779368.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -779428.312500 Penalty: 4557.446777
	Iteration 14Q: 3 clusters Score -779428.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -779476.000000 Penalty: 4557.446777
	Iteration 15Q: 3 clusters Score -779476 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -779516.625000 Penalty: 4557.446777
	Iteration 16Q: 3 clusters Score -779516.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -779551.125000 Penalty: 4557.446777
	Iteration 17Q: 3 clusters Score -779551.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -779586.500000 Penalty: 4557.446777
	Iteration 18Q: 3 clusters Score -779586.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -779611.875000 Penalty: 4557.446777
	Iteration 19Q: 3 clusters Score -779611.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -779640.562500 Penalty: 4557.446777
	Iteration 20F: 3 clusters Score -779640.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -779671.875000 Penalty: 4557.446777
	Iteration 21Q: 3 clusters Score -779671.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -779705.687500 Penalty: 4557.446777
	Iteration 22Q: 3 clusters Score -779705.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -779728.937500 Penalty: 4557.446777
	Iteration 23Q: 3 clusters Score -779728.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -779750.687500 Penalty: 4557.446777
	Iteration 24Q: 3 clusters Score -779750.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -779769.250000 Penalty: 4557.446777
	Iteration 25Q: 3 clusters Score -779769.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -779786.250000 Penalty: 4557.446777
	Iteration 26Q: 3 clusters Score -779786.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -779800.562500 Penalty: 4557.446777
	Iteration 27Q: 3 clusters Score -779800.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -779811.625000 Penalty: 4557.446777
	Iteration 28Q: 3 clusters Score -779811.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -779828.000000 Penalty: 4557.446777
	Iteration 29Q: 3 clusters Score -779828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -779839.937500 Penalty: 4557.446777
	Iteration 30Q: 3 clusters Score -779839.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -779846.687500 Penalty: 4557.446777
	Iteration 31Q: 3 clusters Score -779846.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -779851.625000 Penalty: 4557.446777
	Iteration 32Q: 3 clusters Score -779851.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -779855.875000 Penalty: 4557.446777
	Iteration 33Q: 3 clusters Score -779855.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -779860.437500 Penalty: 4557.446777
	Iteration 34Q: 3 clusters Score -779860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -779861.875000 Penalty: 4557.446777
	Iteration 35Q: 3 clusters Score -779861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -779864.312500 Penalty: 4557.446777
	Iteration 36Q: 3 clusters Score -779864.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -779870.187500 Penalty: 4557.446777
	Iteration 37Q: 3 clusters Score -779870.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -779873.187500 Penalty: 4557.446777
	Iteration 38Q: 3 clusters Score -779873.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -779878.687500 Penalty: 4557.446777
	Iteration 39Q: 3 clusters Score -779878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -779879.812500 Penalty: 4557.446777
	Iteration 40F: 3 clusters Score -779879.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -779886.375000 Penalty: 4557.446777
	Iteration 41Q: 3 clusters Score -779886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -779890.250000 Penalty: 4557.446777
	Iteration 42Q: 3 clusters Score -779890.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -779895.437500 Penalty: 4557.446777
	Iteration 43Q: 3 clusters Score -779895.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -779902.687500 Penalty: 4557.446777
	Iteration 44Q: 3 clusters Score -779902.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -779907.500000 Penalty: 4557.446777
	Iteration 45Q: 3 clusters Score -779907.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -779914.812500 Penalty: 4557.446777
	Iteration 46Q: 3 clusters Score -779914.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -779919.250000 Penalty: 4557.446777
	Iteration 47Q: 3 clusters Score -779919.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -779924.500000 Penalty: 4557.446777
	Iteration 48Q: 3 clusters Score -779924.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -779929.062500 Penalty: 4557.446777
	Iteration 49Q: 3 clusters Score -779929.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -779935.125000 Penalty: 4557.446777
	Iteration 50Q: 3 clusters Score -779935.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -779940.625000 Penalty: 4557.446777
	Iteration 51Q: 3 clusters Score -779940.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -779942.312500 Penalty: 4557.446777
	Iteration 52Q: 3 clusters Score -779942.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -779947.125000 Penalty: 4557.446777
	Iteration 53Q: 3 clusters Score -779947.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -779950.187500 Penalty: 4557.446777
	Iteration 54Q: 3 clusters Score -779950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -779951.312500 Penalty: 4557.446777
	Iteration 55Q: 3 clusters Score -779951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -779955.312500 Penalty: 4557.446777
	Iteration 56Q: 3 clusters Score -779955.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -779959.187500 Penalty: 4557.446777
	Iteration 57Q: 3 clusters Score -779959.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -779963.750000 Penalty: 4557.446777
	Iteration 58Q: 3 clusters Score -779963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -779971.625000 Penalty: 4557.446777
	Iteration 59Q: 3 clusters Score -779971.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -779974.875000 Penalty: 4557.446777
	Iteration 60F: 3 clusters Score -779974.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -779981.562500 Penalty: 4557.446777
	Iteration 61Q: 3 clusters Score -779981.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -779985.937500 Penalty: 4557.446777
	Iteration 62Q: 3 clusters Score -779985.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -779991.687500 Penalty: 4557.446777
	Iteration 63Q: 3 clusters Score -779991.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -779994.812500 Penalty: 4557.446777
	Iteration 64Q: 3 clusters Score -779994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -779999.812500 Penalty: 4557.446777
	Iteration 65Q: 3 clusters Score -779999.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -779999.687500 Penalty: 4557.446777
	Iteration 66Q: 3 clusters Score -779999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -780000.062500 Penalty: 4557.446777
	Iteration 67Q: 3 clusters Score -780000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -780000.625000 Penalty: 4557.446777
	Iteration 68Q: 3 clusters Score -780000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -780001.062500 Penalty: 4557.446777
	Iteration 69Q: 3 clusters Score -780001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -780002.000000 Penalty: 4557.446777
	Iteration 70Q: 3 clusters Score -780002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -780004.000000 Penalty: 4557.446777
	Iteration 71Q: 3 clusters Score -780004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -780006.187500 Penalty: 4557.446777
	Iteration 72Q: 3 clusters Score -780006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -780004.812500 Penalty: 4557.446777
	Iteration 73Q: 3 clusters Score -780004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -780004.687500 Penalty: 4557.446777
	Iteration 74Q: 3 clusters Score -780004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -780004.687500 Penalty: 4557.446777
	Iteration 75F: 3 clusters Score -780004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Entering Unmasked Estep 
Score: -1415684.500000 Penalty: 2415.395264
	Iteration 0F: 2 clusters Score -1415684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1403542.750000 Penalty: 4830.790527
	Iteration 0F: 3 clusters Score -1403543 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1407510.375000 Penalty: 4830.790527
	Iteration 1F: 3 clusters Score -1407510 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1407932.125000 Penalty: 4830.790527
	Iteration 2F: 3 clusters Score -1407932 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1408301.625000 Penalty: 4830.790527
	Iteration 3F: 3 clusters Score -1408302 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1408690.875000 Penalty: 4830.790527
	Iteration 4Q: 3 clusters Score -1408691 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1409159.125000 Penalty: 4830.790527
	Iteration 5Q: 3 clusters Score -1409159 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1409714.125000 Penalty: 4830.790527
	Iteration 6F: 3 clusters Score -1409714 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1410344.000000 Penalty: 4830.790527
	Iteration 7F: 3 clusters Score -1410344 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1411001.500000 Penalty: 4830.790527
	Iteration 8F: 3 clusters Score -1411002 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1411587.000000 Penalty: 4830.790527
	Iteration 9F: 3 clusters Score -1411587 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1412019.625000 Penalty: 4830.790527
	Iteration 10Q: 3 clusters Score -1412020 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1412308.125000 Penalty: 4830.790527
	Iteration 11Q: 3 clusters Score -1412308 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1412523.500000 Penalty: 4830.790527
	Iteration 12Q: 3 clusters Score -1412524 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1412690.125000 Penalty: 4830.790527
	Iteration 13Q: 3 clusters Score -1412690 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1412820.250000 Penalty: 4830.790527
	Iteration 14Q: 3 clusters Score -1412820 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1412933.875000 Penalty: 4830.790527
	Iteration 15Q: 3 clusters Score -1412934 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1413024.125000 Penalty: 4830.790527
	Iteration 16Q: 3 clusters Score -1413024 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1413118.500000 Penalty: 4830.790527
	Iteration 17Q: 3 clusters Score -1413118 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1413218.000000 Penalty: 4830.790527
	Iteration 18Q: 3 clusters Score -1413218 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1413308.875000 Penalty: 4830.790527
	Iteration 19Q: 3 clusters Score -1413309 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1413445.500000 Penalty: 4830.790527
	Iteration 20F: 3 clusters Score -1413446 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1413621.125000 Penalty: 4830.790527
	Iteration 21Q: 3 clusters Score -1413621 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1413848.125000 Penalty: 4830.790527
	Iteration 22Q: 3 clusters Score -1413848 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1414118.625000 Penalty: 4830.790527
	Iteration 23Q: 3 clusters Score -1414119 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1414340.125000 Penalty: 4830.790527
	Iteration 24Q: 3 clusters Score -1414340 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1414481.875000 Penalty: 4830.790527
	Iteration 25Q: 3 clusters Score -1414482 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1414561.875000 Penalty: 4830.790527
	Iteration 26Q: 3 clusters Score -1414562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1414638.500000 Penalty: 4830.790527
	Iteration 27Q: 3 clusters Score -1414638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1414696.000000 Penalty: 4830.790527
	Iteration 28Q: 3 clusters Score -1414696 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1414740.000000 Penalty: 4830.790527
	Iteration 29Q: 3 clusters Score -1414740 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1414776.000000 Penalty: 4830.790527
	Iteration 30Q: 3 clusters Score -1414776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1414811.000000 Penalty: 4830.790527
	Iteration 31Q: 3 clusters Score -1414811 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1414837.000000 Penalty: 4830.790527
	Iteration 32Q: 3 clusters Score -1414837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1414865.000000 Penalty: 4830.790527
	Iteration 33Q: 3 clusters Score -1414865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1414889.750000 Penalty: 4830.790527
	Iteration 34Q: 3 clusters Score -1414890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1414913.500000 Penalty: 4830.790527
	Iteration 35Q: 3 clusters Score -1414914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1414924.875000 Penalty: 4830.790527
	Iteration 36Q: 3 clusters Score -1414925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1414932.625000 Penalty: 4830.790527
	Iteration 37Q: 3 clusters Score -1414933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1414938.000000 Penalty: 4830.790527
	Iteration 38Q: 3 clusters Score -1414938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1414944.500000 Penalty: 4830.790527
	Iteration 39Q: 3 clusters Score -1414944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1414956.625000 Penalty: 4830.790527
	Iteration 40F: 3 clusters Score -1414957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1414960.625000 Penalty: 4830.790527
	Iteration 41Q: 3 clusters Score -1414961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1414974.250000 Penalty: 4830.790527
	Iteration 42Q: 3 clusters Score -1414974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1414989.750000 Penalty: 4830.790527
	Iteration 43Q: 3 clusters Score -1414990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1414997.125000 Penalty: 4830.790527
	Iteration 44Q: 3 clusters Score -1414997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1415009.875000 Penalty: 4830.790527
	Iteration 45Q: 3 clusters Score -1415010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1415015.375000 Penalty: 4830.790527
	Iteration 46Q: 3 clusters Score -1415015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1415022.750000 Penalty: 4830.790527
	Iteration 47Q: 3 clusters Score -1415023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1415024.500000 Penalty: 4830.790527
	Iteration 48Q: 3 clusters Score -1415024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1415033.000000 Penalty: 4830.790527
	Iteration 49Q: 3 clusters Score -1415033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1415032.625000 Penalty: 4830.790527
	Iteration 50Q: 3 clusters Score -1415033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1415038.500000 Penalty: 4830.790527
	Iteration 51Q: 3 clusters Score -1415038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1415036.750000 Penalty: 4830.790527
	Iteration 52Q: 3 clusters Score -1415037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1415032.875000 Penalty: 4830.790527
	Iteration 53Q: 3 clusters Score -1415033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1415038.000000 Penalty: 4830.790527
	Iteration 54Q: 3 clusters Score -1415038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1415040.375000 Penalty: 4830.790527
	Iteration 55Q: 3 clusters Score -1415040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1415040.750000 Penalty: 4830.790527
	Iteration 56Q: 3 clusters Score -1415041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1415042.125000 Penalty: 4830.790527
	Iteration 57Q: 3 clusters Score -1415042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1415045.125000 Penalty: 4830.790527
	Iteration 58Q: 3 clusters Score -1415045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1415045.625000 Penalty: 4830.790527
	Iteration 59Q: 3 clusters Score -1415046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1415048.875000 Penalty: 4830.790527
	Iteration 60F: 3 clusters Score -1415049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1415047.125000 Penalty: 4830.790527
	Iteration 61Q: 3 clusters Score -1415047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1415042.000000 Penalty: 4830.790527
	Iteration 62Q: 3 clusters Score -1415042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1415045.500000 Penalty: 4830.790527
	Iteration 63Q: 3 clusters Score -1415046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1415047.125000 Penalty: 4830.790527
	Iteration 64Q: 3 clusters Score -1415047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1415045.250000 Penalty: 4830.790527
	Iteration 65Q: 3 clusters Score -1415045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1415048.625000 Penalty: 4830.790527
	Iteration 66Q: 3 clusters Score -1415049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1415048.250000 Penalty: 4830.790527
	Iteration 67Q: 3 clusters Score -1415048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1415047.875000 Penalty: 4830.790527
	Iteration 68Q: 3 clusters Score -1415048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1415048.750000 Penalty: 4830.790527
	Iteration 69Q: 3 clusters Score -1415049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1415047.750000 Penalty: 4830.790527
	Iteration 70Q: 3 clusters Score -1415048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1415050.875000 Penalty: 4830.790527
	Iteration 71Q: 3 clusters Score -1415051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1415051.500000 Penalty: 4830.790527
	Iteration 72Q: 3 clusters Score -1415052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1415051.500000 Penalty: 4830.790527
	Iteration 73F: 3 clusters Score -1415052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Entering Unmasked Estep 
Score: -282944.781250 Penalty: 2030.656982
	Iteration 0F: 2 clusters Score -282944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -279366.812500 Penalty: 4061.313965
	Iteration 0F: 3 clusters Score -279366.8 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -280166.531250 Penalty: 4061.313965
	Iteration 1F: 3 clusters Score -280166.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -280371.812500 Penalty: 4061.313965
	Iteration 2F: 3 clusters Score -280371.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -280509.906250 Penalty: 4061.313965
	Iteration 3F: 3 clusters Score -280509.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -280638.906250 Penalty: 4061.313965
	Iteration 4Q: 3 clusters Score -280638.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -280775.781250 Penalty: 4061.313965
	Iteration 5Q: 3 clusters Score -280775.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -280887.468750 Penalty: 4061.313965
	Iteration 6Q: 3 clusters Score -280887.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -280985.312500 Penalty: 4061.313965
	Iteration 7Q: 3 clusters Score -280985.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -281083.343750 Penalty: 4061.313965
	Iteration 8Q: 3 clusters Score -281083.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -281193.843750 Penalty: 4061.313965
	Iteration 9Q: 3 clusters Score -281193.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -281272.250000 Penalty: 4061.313965
	Iteration 10Q: 3 clusters Score -281272.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -281343.687500 Penalty: 4061.313965
	Iteration 11Q: 3 clusters Score -281343.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -281395.375000 Penalty: 4061.313965
	Iteration 12Q: 3 clusters Score -281395.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -281437.156250 Penalty: 4061.313965
	Iteration 13Q: 3 clusters Score -281437.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -281467.718750 Penalty: 4061.313965
	Iteration 14Q: 3 clusters Score -281467.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -281486.875000 Penalty: 4061.313965
	Iteration 15Q: 3 clusters Score -281486.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -281500.843750 Penalty: 4061.313965
	Iteration 16Q: 3 clusters Score -281500.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -281509.531250 Penalty: 4061.313965
	Iteration 17Q: 3 clusters Score -281509.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -281517.687500 Penalty: 4061.313965
	Iteration 18Q: 3 clusters Score -281517.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -281527.968750 Penalty: 4061.313965
	Iteration 19Q: 3 clusters Score -281528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -281538.093750 Penalty: 4061.313965
	Iteration 20F: 3 clusters Score -281538.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281543.343750 Penalty: 4061.313965
	Iteration 21Q: 3 clusters Score -281543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -281548.000000 Penalty: 4061.313965
	Iteration 22Q: 3 clusters Score -281548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -281550.468750 Penalty: 4061.313965
	Iteration 23Q: 3 clusters Score -281550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -281552.125000 Penalty: 4061.313965
	Iteration 24Q: 3 clusters Score -281552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281553.593750 Penalty: 4061.313965
	Iteration 25Q: 3 clusters Score -281553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281553.625000 Penalty: 4061.313965
	Iteration 26Q: 3 clusters Score -281553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281553.625000 Penalty: 4061.313965
	Iteration 27F: 3 clusters Score -281553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Entering Unmasked Estep 
Score: -768648.062500 Penalty: 2273.885498
	Iteration 0F: 2 clusters Score -768648.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -761292.125000 Penalty: 4547.770996
	Iteration 0F: 3 clusters Score -761292.1 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -763355.625000 Penalty: 4547.770996
	Iteration 1F: 3 clusters Score -763355.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -763671.812500 Penalty: 4547.770996
	Iteration 2F: 3 clusters Score -763671.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -763937.000000 Penalty: 4547.770996
	Iteration 3F: 3 clusters Score -763937 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -764196.250000 Penalty: 4547.770996
	Iteration 4Q: 3 clusters Score -764196.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -764451.250000 Penalty: 4547.770996
	Iteration 5Q: 3 clusters Score -764451.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -764745.187500 Penalty: 4547.770996
	Iteration 6Q: 3 clusters Score -764745.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -765091.687500 Penalty: 4547.770996
	Iteration 7F: 3 clusters Score -765091.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -765483.437500 Penalty: 4547.770996
	Iteration 8F: 3 clusters Score -765483.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -765831.250000 Penalty: 4547.770996
	Iteration 9F: 3 clusters Score -765831.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -766122.250000 Penalty: 4547.770996
	Iteration 10Q: 3 clusters Score -766122.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -766336.437500 Penalty: 4547.770996
	Iteration 11Q: 3 clusters Score -766336.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -766486.375000 Penalty: 4547.770996
	Iteration 12Q: 3 clusters Score -766486.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -766590.125000 Penalty: 4547.770996
	Iteration 13Q: 3 clusters Score -766590.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -766663.125000 Penalty: 4547.770996
	Iteration 14Q: 3 clusters Score -766663.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -766734.125000 Penalty: 4547.770996
	Iteration 15Q: 3 clusters Score -766734.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -766803.625000 Penalty: 4547.770996
	Iteration 16Q: 3 clusters Score -766803.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -766863.562500 Penalty: 4547.770996
	Iteration 17Q: 3 clusters Score -766863.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -766922.125000 Penalty: 4547.770996
	Iteration 18Q: 3 clusters Score -766922.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -766981.562500 Penalty: 4547.770996
	Iteration 19Q: 3 clusters Score -766981.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -767031.875000 Penalty: 4547.770996
	Iteration 20F: 3 clusters Score -767031.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -767072.687500 Penalty: 4547.770996
	Iteration 21Q: 3 clusters Score -767072.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -767112.250000 Penalty: 4547.770996
	Iteration 22Q: 3 clusters Score -767112.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -767149.125000 Penalty: 4547.770996
	Iteration 23Q: 3 clusters Score -767149.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -767175.750000 Penalty: 4547.770996
	Iteration 24Q: 3 clusters Score -767175.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -767210.062500 Penalty: 4547.770996
	Iteration 25Q: 3 clusters Score -767210.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -767238.250000 Penalty: 4547.770996
	Iteration 26Q: 3 clusters Score -767238.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -767260.812500 Penalty: 4547.770996
	Iteration 27Q: 3 clusters Score -767260.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -767277.500000 Penalty: 4547.770996
	Iteration 28Q: 3 clusters Score -767277.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -767291.687500 Penalty: 4547.770996
	Iteration 29Q: 3 clusters Score -767291.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -767307.875000 Penalty: 4547.770996
	Iteration 30Q: 3 clusters Score -767307.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -767320.250000 Penalty: 4547.770996
	Iteration 31Q: 3 clusters Score -767320.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -767332.375000 Penalty: 4547.770996
	Iteration 32Q: 3 clusters Score -767332.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -767343.750000 Penalty: 4547.770996
	Iteration 33Q: 3 clusters Score -767343.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -767349.500000 Penalty: 4547.770996
	Iteration 34Q: 3 clusters Score -767349.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -767355.625000 Penalty: 4547.770996
	Iteration 35Q: 3 clusters Score -767355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -767360.375000 Penalty: 4547.770996
	Iteration 36Q: 3 clusters Score -767360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -767363.375000 Penalty: 4547.770996
	Iteration 37Q: 3 clusters Score -767363.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -767369.312500 Penalty: 4547.770996
	Iteration 38Q: 3 clusters Score -767369.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -767372.000000 Penalty: 4547.770996
	Iteration 39Q: 3 clusters Score -767372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -767372.562500 Penalty: 4547.770996
	Iteration 40F: 3 clusters Score -767372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -767373.750000 Penalty: 4547.770996
	Iteration 41Q: 3 clusters Score -767373.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -767378.625000 Penalty: 4547.770996
	Iteration 42Q: 3 clusters Score -767378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -767381.875000 Penalty: 4547.770996
	Iteration 43Q: 3 clusters Score -767381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -767382.875000 Penalty: 4547.770996
	Iteration 44Q: 3 clusters Score -767382.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -767385.250000 Penalty: 4547.770996
	Iteration 45Q: 3 clusters Score -767385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -767386.687500 Penalty: 4547.770996
	Iteration 46Q: 3 clusters Score -767386.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -767384.625000 Penalty: 4547.770996
	Iteration 47Q: 3 clusters Score -767384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -767389.750000 Penalty: 4547.770996
	Iteration 48Q: 3 clusters Score -767389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -767390.125000 Penalty: 4547.770996
	Iteration 49Q: 3 clusters Score -767390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -767389.250000 Penalty: 4547.770996
	Iteration 50Q: 3 clusters Score -767389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -767389.250000 Penalty: 4547.770996
	Iteration 51F: 3 clusters Score -767389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -122719.085938 Penalty: 1890.420654
	Iteration 0F: 2 clusters Score -122719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -120128.593750 Penalty: 3780.841309
	Iteration 0F: 3 clusters Score -120128.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -120741.429688 Penalty: 3780.841309
	Iteration 1F: 3 clusters Score -120741.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -120974.679688 Penalty: 3780.841309
	Iteration 2F: 3 clusters Score -120974.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -121166.562500 Penalty: 3780.841309
	Iteration 3F: 3 clusters Score -121166.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -121345.898438 Penalty: 3780.841309
	Iteration 4F: 3 clusters Score -121345.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -121567.109375 Penalty: 3780.841309
	Iteration 5F: 3 clusters Score -121567.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -121827.078125 Penalty: 3780.841309
	Iteration 6F: 3 clusters Score -121827.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -122045.390625 Penalty: 3780.841309
	Iteration 7F: 3 clusters Score -122045.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -122263.898438 Penalty: 3780.841309
	Iteration 8Q: 3 clusters Score -122263.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -122414.570312 Penalty: 3780.841309
	Iteration 9Q: 3 clusters Score -122414.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -122511.843750 Penalty: 3780.841309
	Iteration 10Q: 3 clusters Score -122511.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -122583.531250 Penalty: 3780.841309
	Iteration 11Q: 3 clusters Score -122583.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -122654.125000 Penalty: 3780.841309
	Iteration 12Q: 3 clusters Score -122654.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -122747.585938 Penalty: 3780.841309
	Iteration 13Q: 3 clusters Score -122747.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -122826.664062 Penalty: 3780.841309
	Iteration 14Q: 3 clusters Score -122826.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -122894.148438 Penalty: 3780.841309
	Iteration 15Q: 3 clusters Score -122894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -122944.226562 Penalty: 3780.841309
	Iteration 16Q: 3 clusters Score -122944.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -122981.187500 Penalty: 3780.841309
	Iteration 17Q: 3 clusters Score -122981.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -122997.679688 Penalty: 3780.841309
	Iteration 18Q: 3 clusters Score -122997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123022.164062 Penalty: 3780.841309
	Iteration 19Q: 3 clusters Score -123022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -123077.406250 Penalty: 3780.841309
	Iteration 20F: 3 clusters Score -123077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -123132.164062 Penalty: 3780.841309
	Iteration 21Q: 3 clusters Score -123132.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -123145.296875 Penalty: 3780.841309
	Iteration 22Q: 3 clusters Score -123145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -123146.453125 Penalty: 3780.841309
	Iteration 23Q: 3 clusters Score -123146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -123148.203125 Penalty: 3780.841309
	Iteration 24Q: 3 clusters Score -123148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -123148.203125 Penalty: 3780.841309
	Iteration 25F: 3 clusters Score -123148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 71820 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Entering Unmasked Estep 
Score: -51108904.000000 Penalty: 132893.640625
Splitting cluster 8 changes total score from -51107708.000000 to -51108904.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -548458.812500 Penalty: 2212.024414
	Iteration 0F: 2 clusters Score -548458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -542404.062500 Penalty: 4424.048828
	Iteration 0F: 3 clusters Score -542404.1 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -544163.375000 Penalty: 4424.048828
	Iteration 1F: 3 clusters Score -544163.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -544484.750000 Penalty: 4424.048828
	Iteration 2F: 3 clusters Score -544484.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -544726.312500 Penalty: 4424.048828
	Iteration 3F: 3 clusters Score -544726.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -544939.187500 Penalty: 4424.048828
	Iteration 4Q: 3 clusters Score -544939.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -545149.375000 Penalty: 4424.048828
	Iteration 5Q: 3 clusters Score -545149.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -545399.500000 Penalty: 4424.048828
	Iteration 6Q: 3 clusters Score -545399.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -545671.437500 Penalty: 4424.048828
	Iteration 7Q: 3 clusters Score -545671.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -545947.812500 Penalty: 4424.048828
	Iteration 8Q: 3 clusters Score -545947.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -546186.812500 Penalty: 4424.048828
	Iteration 9Q: 3 clusters Score -546186.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -546428.687500 Penalty: 4424.048828
	Iteration 10Q: 3 clusters Score -546428.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -546671.875000 Penalty: 4424.048828
	Iteration 11Q: 3 clusters Score -546671.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -546872.625000 Penalty: 4424.048828
	Iteration 12Q: 3 clusters Score -546872.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -547008.250000 Penalty: 4424.048828
	Iteration 13Q: 3 clusters Score -547008.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -547127.687500 Penalty: 4424.048828
	Iteration 14Q: 3 clusters Score -547127.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -547213.625000 Penalty: 4424.048828
	Iteration 15Q: 3 clusters Score -547213.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -547271.062500 Penalty: 4424.048828
	Iteration 16Q: 3 clusters Score -547271.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -547309.937500 Penalty: 4424.048828
	Iteration 17Q: 3 clusters Score -547309.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -547338.000000 Penalty: 4424.048828
	Iteration 18Q: 3 clusters Score -547338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -547353.750000 Penalty: 4424.048828
	Iteration 19Q: 3 clusters Score -547353.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -547366.125000 Penalty: 4424.048828
	Iteration 20F: 3 clusters Score -547366.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -547376.375000 Penalty: 4424.048828
	Iteration 21Q: 3 clusters Score -547376.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -547385.812500 Penalty: 4424.048828
	Iteration 22Q: 3 clusters Score -547385.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -547394.250000 Penalty: 4424.048828
	Iteration 23Q: 3 clusters Score -547394.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -547399.375000 Penalty: 4424.048828
	Iteration 24Q: 3 clusters Score -547399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -547402.250000 Penalty: 4424.048828
	Iteration 25Q: 3 clusters Score -547402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -547404.625000 Penalty: 4424.048828
	Iteration 26Q: 3 clusters Score -547404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -547405.875000 Penalty: 4424.048828
	Iteration 27Q: 3 clusters Score -547405.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -547407.000000 Penalty: 4424.048828
	Iteration 28Q: 3 clusters Score -547407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -547407.062500 Penalty: 4424.048828
	Iteration 29Q: 3 clusters Score -547407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -547409.750000 Penalty: 4424.048828
	Iteration 30Q: 3 clusters Score -547409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -547411.125000 Penalty: 4424.048828
	Iteration 31Q: 3 clusters Score -547411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -547413.125000 Penalty: 4424.048828
	Iteration 32Q: 3 clusters Score -547413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -547413.750000 Penalty: 4424.048828
	Iteration 33Q: 3 clusters Score -547413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -547412.750000 Penalty: 4424.048828
	Iteration 34Q: 3 clusters Score -547412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -547412.750000 Penalty: 4424.048828
	Iteration 35F: 3 clusters Score -547412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -385733.031250 Penalty: 2111.319580
	Iteration 0F: 2 clusters Score -385733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -381235.500000 Penalty: 4222.639160
	Iteration 0F: 3 clusters Score -381235.5 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -382438.031250 Penalty: 4222.639160
	Iteration 1F: 3 clusters Score -382438 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -382877.312500 Penalty: 4222.639160
	Iteration 2F: 3 clusters Score -382877.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -383350.531250 Penalty: 4222.639160
	Iteration 3F: 3 clusters Score -383350.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -383860.531250 Penalty: 4222.639160
	Iteration 4F: 3 clusters Score -383860.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -384307.031250 Penalty: 4222.639160
	Iteration 5F: 3 clusters Score -384307 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -384607.843750 Penalty: 4222.639160
	Iteration 6F: 3 clusters Score -384607.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -384891.156250 Penalty: 4222.639160
	Iteration 7Q: 3 clusters Score -384891.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -385124.687500 Penalty: 4222.639160
	Iteration 8Q: 3 clusters Score -385124.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -385268.062500 Penalty: 4222.639160
	Iteration 9Q: 3 clusters Score -385268.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -385346.125000 Penalty: 4222.639160
	Iteration 10Q: 3 clusters Score -385346.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -385410.812500 Penalty: 4222.639160
	Iteration 11Q: 3 clusters Score -385410.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -385486.468750 Penalty: 4222.639160
	Iteration 12Q: 3 clusters Score -385486.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -385592.750000 Penalty: 4222.639160
	Iteration 13Q: 3 clusters Score -385592.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -385751.531250 Penalty: 4222.639160
	Iteration 14Q: 3 clusters Score -385751.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -385910.343750 Penalty: 4222.639160
	Iteration 15Q: 3 clusters Score -385910.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -386005.656250 Penalty: 4222.639160
	Iteration 16Q: 3 clusters Score -386005.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -386084.687500 Penalty: 4222.639160
	Iteration 17Q: 3 clusters Score -386084.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -386203.375000 Penalty: 4222.639160
	Iteration 18Q: 3 clusters Score -386203.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -386267.718750 Penalty: 4222.639160
	Iteration 19Q: 3 clusters Score -386267.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -386293.281250 Penalty: 4222.639160
	Iteration 20F: 3 clusters Score -386293.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -386306.343750 Penalty: 4222.639160
	Iteration 21Q: 3 clusters Score -386306.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -386316.000000 Penalty: 4222.639160
	Iteration 22Q: 3 clusters Score -386316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -386325.906250 Penalty: 4222.639160
	Iteration 23Q: 3 clusters Score -386325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -386335.250000 Penalty: 4222.639160
	Iteration 24Q: 3 clusters Score -386335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -386342.093750 Penalty: 4222.639160
	Iteration 25Q: 3 clusters Score -386342.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -386345.656250 Penalty: 4222.639160
	Iteration 26Q: 3 clusters Score -386345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -386347.968750 Penalty: 4222.639160
	Iteration 27Q: 3 clusters Score -386348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -386348.312500 Penalty: 4222.639160
	Iteration 28Q: 3 clusters Score -386348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -386348.562500 Penalty: 4222.639160
	Iteration 29Q: 3 clusters Score -386348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -386348.781250 Penalty: 4222.639160
	Iteration 30Q: 3 clusters Score -386348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -386348.781250 Penalty: 4222.639160
	Iteration 31F: 3 clusters Score -386348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 71820 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Entering Unmasked Estep 
Score: -51108412.000000 Penalty: 136215.984375
Splitting cluster 10 changes total score from -51107708.000000 to -51108412.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -218545.859375 Penalty: 1974.851807
	Iteration 0F: 2 clusters Score -218545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -215487.671875 Penalty: 3949.703613
	Iteration 0F: 3 clusters Score -215487.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -216509.671875 Penalty: 3949.703613
	Iteration 1F: 3 clusters Score -216509.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -216925.875000 Penalty: 3949.703613
	Iteration 2F: 3 clusters Score -216925.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -217161.390625 Penalty: 3949.703613
	Iteration 3F: 3 clusters Score -217161.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -217348.109375 Penalty: 3949.703613
	Iteration 4F: 3 clusters Score -217348.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -217534.281250 Penalty: 3949.703613
	Iteration 5Q: 3 clusters Score -217534.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -217777.875000 Penalty: 3949.703613
	Iteration 6Q: 3 clusters Score -217777.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -218034.843750 Penalty: 3949.703613
	Iteration 7Q: 3 clusters Score -218034.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -218270.453125 Penalty: 3949.703613
	Iteration 8Q: 3 clusters Score -218270.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -218629.921875 Penalty: 3949.703613
	Iteration 9F: 3 clusters Score -218629.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -219070.578125 Penalty: 3949.703613
	Iteration 10F: 3 clusters Score -219070.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -219409.390625 Penalty: 3949.703613
	Iteration 11Q: 3 clusters Score -219409.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -219680.296875 Penalty: 3949.703613
	Iteration 12Q: 3 clusters Score -219680.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -219885.218750 Penalty: 3949.703613
	Iteration 13Q: 3 clusters Score -219885.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -220032.718750 Penalty: 3949.703613
	Iteration 14Q: 3 clusters Score -220032.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -220178.937500 Penalty: 3949.703613
	Iteration 15Q: 3 clusters Score -220178.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -220366.953125 Penalty: 3949.703613
	Iteration 16Q: 3 clusters Score -220367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -220507.046875 Penalty: 3949.703613
	Iteration 17Q: 3 clusters Score -220507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -220536.968750 Penalty: 3949.703613
	Iteration 18Q: 3 clusters Score -220537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -220547.328125 Penalty: 3949.703613
	Iteration 19Q: 3 clusters Score -220547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -220554.281250 Penalty: 3949.703613
	Iteration 20F: 3 clusters Score -220554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -220557.984375 Penalty: 3949.703613
	Iteration 21Q: 3 clusters Score -220558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -220560.109375 Penalty: 3949.703613
	Iteration 22Q: 3 clusters Score -220560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -220562.031250 Penalty: 3949.703613
	Iteration 23Q: 3 clusters Score -220562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -220565.000000 Penalty: 3949.703613
	Iteration 24Q: 3 clusters Score -220565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -220566.109375 Penalty: 3949.703613
	Iteration 25Q: 3 clusters Score -220566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -220566.109375 Penalty: 3949.703613
	Iteration 26F: 3 clusters Score -220566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 14525 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 71820 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Entering Unmasked Estep 
Score: -51109044.000000 Penalty: 139538.312500
Splitting cluster 11 changes total score from -51107708.000000 to -51109044.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 12 (21034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Entering Unmasked Estep 
Score: -1729861.375000 Penalty: 2468.566162
	Iteration 0F: 2 clusters Score -1729861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1715101.375000 Penalty: 4937.132324
	Iteration 0F: 3 clusters Score -1715101 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1720127.875000 Penalty: 4937.132324
	Iteration 1F: 3 clusters Score -1720128 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1720638.125000 Penalty: 4937.132324
	Iteration 2F: 3 clusters Score -1720638 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1721211.000000 Penalty: 4937.132324
	Iteration 3F: 3 clusters Score -1721211 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1721908.125000 Penalty: 4937.132324
	Iteration 4F: 3 clusters Score -1721908 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1722848.875000 Penalty: 4937.132324
	Iteration 5F: 3 clusters Score -1722849 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1724068.375000 Penalty: 4937.132324
	Iteration 6F: 3 clusters Score -1724068 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1725440.875000 Penalty: 4937.132324
	Iteration 7F: 3 clusters Score -1725441 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1726611.875000 Penalty: 4937.132324
	Iteration 8F: 3 clusters Score -1726612 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1727363.000000 Penalty: 4937.132324
	Iteration 9Q: 3 clusters Score -1727363 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1728009.250000 Penalty: 4937.132324
	Iteration 10Q: 3 clusters Score -1728009 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1728666.625000 Penalty: 4937.132324
	Iteration 11Q: 3 clusters Score -1728667 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1729192.000000 Penalty: 4937.132324
	Iteration 12Q: 3 clusters Score -1729192 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1729423.875000 Penalty: 4937.132324
	Iteration 13Q: 3 clusters Score -1729424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1729527.625000 Penalty: 4937.132324
	Iteration 14Q: 3 clusters Score -1729528 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1729580.125000 Penalty: 4937.132324
	Iteration 15Q: 3 clusters Score -1729580 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1729608.875000 Penalty: 4937.132324
	Iteration 16Q: 3 clusters Score -1729609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1729616.250000 Penalty: 4937.132324
	Iteration 17Q: 3 clusters Score -1729616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1729620.375000 Penalty: 4937.132324
	Iteration 18Q: 3 clusters Score -1729620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1729624.375000 Penalty: 4937.132324
	Iteration 19Q: 3 clusters Score -1729624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1729625.250000 Penalty: 4937.132324
	Iteration 20F: 3 clusters Score -1729625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1729630.875000 Penalty: 4937.132324
	Iteration 21Q: 3 clusters Score -1729631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1729628.875000 Penalty: 4937.132324
	Iteration 22Q: 3 clusters Score -1729629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1729631.250000 Penalty: 4937.132324
	Iteration 23Q: 3 clusters Score -1729631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1729630.250000 Penalty: 4937.132324
	Iteration 24Q: 3 clusters Score -1729630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1729629.250000 Penalty: 4937.132324
	Iteration 25Q: 3 clusters Score -1729629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1729630.250000 Penalty: 4937.132324
	Iteration 26Q: 3 clusters Score -1729630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1729631.375000 Penalty: 4937.132324
	Iteration 27Q: 3 clusters Score -1729631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1729630.750000 Penalty: 4937.132324
	Iteration 28Q: 3 clusters Score -1729631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1729628.625000 Penalty: 4937.132324
	Iteration 29Q: 3 clusters Score -1729629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1729631.375000 Penalty: 4937.132324
	Iteration 30Q: 3 clusters Score -1729631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1729629.875000 Penalty: 4937.132324
	Iteration 31Q: 3 clusters Score -1729630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1729630.250000 Penalty: 4937.132324
	Iteration 32Q: 3 clusters Score -1729630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1729631.375000 Penalty: 4937.132324
	Iteration 33Q: 3 clusters Score -1729631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1729632.375000 Penalty: 4937.132324
	Iteration 34Q: 3 clusters Score -1729632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1729631.625000 Penalty: 4937.132324
	Iteration 35Q: 3 clusters Score -1729632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1729631.625000 Penalty: 4937.132324
	Iteration 36F: 3 clusters Score -1729632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -276745.656250 Penalty: 2023.240967
	Iteration 0F: 2 clusters Score -276745.7 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 1714 members 
Entering Unmasked Estep 
Score: -273162.656250 Penalty: 4046.481934
	Iteration 0F: 3 clusters Score -273162.7 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -273885.312500 Penalty: 4046.481934
	Iteration 1F: 3 clusters Score -273885.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -274057.437500 Penalty: 4046.481934
	Iteration 2F: 3 clusters Score -274057.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -274186.593750 Penalty: 4046.481934
	Iteration 3Q: 3 clusters Score -274186.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -274271.031250 Penalty: 4046.481934
	Iteration 4Q: 3 clusters Score -274271 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -274346.906250 Penalty: 4046.481934
	Iteration 5Q: 3 clusters Score -274346.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -274412.625000 Penalty: 4046.481934
	Iteration 6Q: 3 clusters Score -274412.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -274477.375000 Penalty: 4046.481934
	Iteration 7Q: 3 clusters Score -274477.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -274539.031250 Penalty: 4046.481934
	Iteration 8Q: 3 clusters Score -274539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -274589.812500 Penalty: 4046.481934
	Iteration 9Q: 3 clusters Score -274589.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -274644.562500 Penalty: 4046.481934
	Iteration 10Q: 3 clusters Score -274644.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -274699.875000 Penalty: 4046.481934
	Iteration 11Q: 3 clusters Score -274699.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -274760.375000 Penalty: 4046.481934
	Iteration 12Q: 3 clusters Score -274760.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -274844.750000 Penalty: 4046.481934
	Iteration 13Q: 3 clusters Score -274844.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -274958.625000 Penalty: 4046.481934
	Iteration 14Q: 3 clusters Score -274958.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -275083.312500 Penalty: 4046.481934
	Iteration 15Q: 3 clusters Score -275083.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -275160.531250 Penalty: 4046.481934
	Iteration 16Q: 3 clusters Score -275160.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -275223.218750 Penalty: 4046.481934
	Iteration 17Q: 3 clusters Score -275223.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -275266.781250 Penalty: 4046.481934
	Iteration 18Q: 3 clusters Score -275266.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -275298.218750 Penalty: 4046.481934
	Iteration 19Q: 3 clusters Score -275298.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -275332.656250 Penalty: 4046.481934
	Iteration 20F: 3 clusters Score -275332.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -275367.718750 Penalty: 4046.481934
	Iteration 21Q: 3 clusters Score -275367.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -275395.281250 Penalty: 4046.481934
	Iteration 22Q: 3 clusters Score -275395.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -275416.187500 Penalty: 4046.481934
	Iteration 23Q: 3 clusters Score -275416.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -275439.625000 Penalty: 4046.481934
	Iteration 24Q: 3 clusters Score -275439.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -275461.125000 Penalty: 4046.481934
	Iteration 25Q: 3 clusters Score -275461.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -275482.781250 Penalty: 4046.481934
	Iteration 26Q: 3 clusters Score -275482.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -275496.968750 Penalty: 4046.481934
	Iteration 27Q: 3 clusters Score -275497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -275511.593750 Penalty: 4046.481934
	Iteration 28Q: 3 clusters Score -275511.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -275522.468750 Penalty: 4046.481934
	Iteration 29Q: 3 clusters Score -275522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -275528.843750 Penalty: 4046.481934
	Iteration 30Q: 3 clusters Score -275528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -275533.593750 Penalty: 4046.481934
	Iteration 31Q: 3 clusters Score -275533.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -275537.781250 Penalty: 4046.481934
	Iteration 32Q: 3 clusters Score -275537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -275540.250000 Penalty: 4046.481934
	Iteration 33Q: 3 clusters Score -275540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -275543.375000 Penalty: 4046.481934
	Iteration 34Q: 3 clusters Score -275543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -275546.281250 Penalty: 4046.481934
	Iteration 35Q: 3 clusters Score -275546.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -275549.781250 Penalty: 4046.481934
	Iteration 36Q: 3 clusters Score -275549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -275553.812500 Penalty: 4046.481934
	Iteration 37Q: 3 clusters Score -275553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275560.312500 Penalty: 4046.481934
	Iteration 38Q: 3 clusters Score -275560.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -275565.906250 Penalty: 4046.481934
	Iteration 39Q: 3 clusters Score -275565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -275571.687500 Penalty: 4046.481934
	Iteration 40F: 3 clusters Score -275571.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -275575.375000 Penalty: 4046.481934
	Iteration 41Q: 3 clusters Score -275575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -275577.000000 Penalty: 4046.481934
	Iteration 42Q: 3 clusters Score -275577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -275578.312500 Penalty: 4046.481934
	Iteration 43Q: 3 clusters Score -275578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -275580.156250 Penalty: 4046.481934
	Iteration 44Q: 3 clusters Score -275580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -275580.218750 Penalty: 4046.481934
	Iteration 45Q: 3 clusters Score -275580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -275581.750000 Penalty: 4046.481934
	Iteration 46Q: 3 clusters Score -275581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -275582.781250 Penalty: 4046.481934
	Iteration 47Q: 3 clusters Score -275582.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -275584.375000 Penalty: 4046.481934
	Iteration 48Q: 3 clusters Score -275584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -275586.375000 Penalty: 4046.481934
	Iteration 49Q: 3 clusters Score -275586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -275587.750000 Penalty: 4046.481934
	Iteration 50Q: 3 clusters Score -275587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -275588.750000 Penalty: 4046.481934
	Iteration 51Q: 3 clusters Score -275588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -275592.031250 Penalty: 4046.481934
	Iteration 52Q: 3 clusters Score -275592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -275596.281250 Penalty: 4046.481934
	Iteration 53Q: 3 clusters Score -275596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -275600.375000 Penalty: 4046.481934
	Iteration 54Q: 3 clusters Score -275600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -275600.562500 Penalty: 4046.481934
	Iteration 55Q: 3 clusters Score -275600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -275601.093750 Penalty: 4046.481934
	Iteration 56Q: 3 clusters Score -275601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -275601.625000 Penalty: 4046.481934
	Iteration 57Q: 3 clusters Score -275601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -275602.562500 Penalty: 4046.481934
	Iteration 58Q: 3 clusters Score -275602.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -275602.312500 Penalty: 4046.481934
	Iteration 59Q: 3 clusters Score -275602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -275602.750000 Penalty: 4046.481934
	Iteration 60F: 3 clusters Score -275602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -275602.906250 Penalty: 4046.481934
	Iteration 61Q: 3 clusters Score -275602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -275603.156250 Penalty: 4046.481934
	Iteration 62Q: 3 clusters Score -275603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -275604.968750 Penalty: 4046.481934
	Iteration 63Q: 3 clusters Score -275605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -275606.843750 Penalty: 4046.481934
	Iteration 64Q: 3 clusters Score -275606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -275607.750000 Penalty: 4046.481934
	Iteration 65Q: 3 clusters Score -275607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -275607.812500 Penalty: 4046.481934
	Iteration 66Q: 3 clusters Score -275607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -275609.093750 Penalty: 4046.481934
	Iteration 67Q: 3 clusters Score -275609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -275610.406250 Penalty: 4046.481934
	Iteration 68Q: 3 clusters Score -275610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -275612.218750 Penalty: 4046.481934
	Iteration 69Q: 3 clusters Score -275612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -275613.031250 Penalty: 4046.481934
	Iteration 70Q: 3 clusters Score -275613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -275613.031250 Penalty: 4046.481934
	Iteration 71F: 3 clusters Score -275613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Entering Unmasked Estep 
Score: -1175634.500000 Penalty: 2376.739502
	Iteration 0F: 2 clusters Score -1175634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1165079.250000 Penalty: 4753.479004
	Iteration 0F: 3 clusters Score -1165079 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1168419.000000 Penalty: 4753.479004
	Iteration 1F: 3 clusters Score -1168419 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1168794.375000 Penalty: 4753.479004
	Iteration 2F: 3 clusters Score -1168794 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1169174.750000 Penalty: 4753.479004
	Iteration 3F: 3 clusters Score -1169175 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1169715.125000 Penalty: 4753.479004
	Iteration 4F: 3 clusters Score -1169715 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1170752.750000 Penalty: 4753.479004
	Iteration 5F: 3 clusters Score -1170753 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1172363.375000 Penalty: 4753.479004
	Iteration 6F: 3 clusters Score -1172363 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1173703.125000 Penalty: 4753.479004
	Iteration 7F: 3 clusters Score -1173703 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1174513.125000 Penalty: 4753.479004
	Iteration 8F: 3 clusters Score -1174513 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1175006.250000 Penalty: 4753.479004
	Iteration 9Q: 3 clusters Score -1175006 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1175297.000000 Penalty: 4753.479004
	Iteration 10Q: 3 clusters Score -1175297 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1175553.875000 Penalty: 4753.479004
	Iteration 11Q: 3 clusters Score -1175554 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1175787.500000 Penalty: 4753.479004
	Iteration 12Q: 3 clusters Score -1175788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1176030.875000 Penalty: 4753.479004
	Iteration 13Q: 3 clusters Score -1176031 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1176289.750000 Penalty: 4753.479004
	Iteration 14Q: 3 clusters Score -1176290 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1176619.375000 Penalty: 4753.479004
	Iteration 15Q: 3 clusters Score -1176619 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1176998.750000 Penalty: 4753.479004
	Iteration 16Q: 3 clusters Score -1176999 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1177333.000000 Penalty: 4753.479004
	Iteration 17Q: 3 clusters Score -1177333 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1177562.750000 Penalty: 4753.479004
	Iteration 18Q: 3 clusters Score -1177563 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1177683.750000 Penalty: 4753.479004
	Iteration 19Q: 3 clusters Score -1177684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1177766.750000 Penalty: 4753.479004
	Iteration 20F: 3 clusters Score -1177767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1177835.625000 Penalty: 4753.479004
	Iteration 21Q: 3 clusters Score -1177836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1177885.750000 Penalty: 4753.479004
	Iteration 22Q: 3 clusters Score -1177886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1177911.125000 Penalty: 4753.479004
	Iteration 23Q: 3 clusters Score -1177911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1177920.000000 Penalty: 4753.479004
	Iteration 24Q: 3 clusters Score -1177920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1177928.250000 Penalty: 4753.479004
	Iteration 25Q: 3 clusters Score -1177928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1177929.625000 Penalty: 4753.479004
	Iteration 26Q: 3 clusters Score -1177930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1177931.375000 Penalty: 4753.479004
	Iteration 27Q: 3 clusters Score -1177931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1177934.500000 Penalty: 4753.479004
	Iteration 28Q: 3 clusters Score -1177934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1177933.375000 Penalty: 4753.479004
	Iteration 29Q: 3 clusters Score -1177933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1177935.750000 Penalty: 4753.479004
	Iteration 30Q: 3 clusters Score -1177936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1177935.750000 Penalty: 4753.479004
	Iteration 31F: 3 clusters Score -1177936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 71820 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Entering Unmasked Estep 
Score: -51110368.000000 Penalty: 142860.656250
Splitting cluster 14 changes total score from -51107708.000000 to -51110368.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -678447.062500 Penalty: 2278.038086
	Iteration 0F: 2 clusters Score -678447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -671085.875000 Penalty: 4556.076172
	Iteration 0F: 3 clusters Score -671085.9 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -673606.937500 Penalty: 4556.076172
	Iteration 1F: 3 clusters Score -673606.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -674276.750000 Penalty: 4556.076172
	Iteration 2F: 3 clusters Score -674276.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -674847.062500 Penalty: 4556.076172
	Iteration 3F: 3 clusters Score -674847.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -675395.562500 Penalty: 4556.076172
	Iteration 4F: 3 clusters Score -675395.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -675893.687500 Penalty: 4556.076172
	Iteration 5F: 3 clusters Score -675893.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -676346.625000 Penalty: 4556.076172
	Iteration 6F: 3 clusters Score -676346.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -676764.437500 Penalty: 4556.076172
	Iteration 7F: 3 clusters Score -676764.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -677085.875000 Penalty: 4556.076172
	Iteration 8Q: 3 clusters Score -677085.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -677285.125000 Penalty: 4556.076172
	Iteration 9Q: 3 clusters Score -677285.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -677417.125000 Penalty: 4556.076172
	Iteration 10Q: 3 clusters Score -677417.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -677512.187500 Penalty: 4556.076172
	Iteration 11Q: 3 clusters Score -677512.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -677591.000000 Penalty: 4556.076172
	Iteration 12Q: 3 clusters Score -677591 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -677655.687500 Penalty: 4556.076172
	Iteration 13Q: 3 clusters Score -677655.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -677711.875000 Penalty: 4556.076172
	Iteration 14Q: 3 clusters Score -677711.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -677757.062500 Penalty: 4556.076172
	Iteration 15Q: 3 clusters Score -677757.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -677788.937500 Penalty: 4556.076172
	Iteration 16Q: 3 clusters Score -677788.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -677819.812500 Penalty: 4556.076172
	Iteration 17Q: 3 clusters Score -677819.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -677847.250000 Penalty: 4556.076172
	Iteration 18Q: 3 clusters Score -677847.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -677878.562500 Penalty: 4556.076172
	Iteration 19Q: 3 clusters Score -677878.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -677921.687500 Penalty: 4556.076172
	Iteration 20F: 3 clusters Score -677921.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -677982.500000 Penalty: 4556.076172
	Iteration 21Q: 3 clusters Score -677982.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -678051.125000 Penalty: 4556.076172
	Iteration 22Q: 3 clusters Score -678051.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -678131.875000 Penalty: 4556.076172
	Iteration 23Q: 3 clusters Score -678131.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -678194.375000 Penalty: 4556.076172
	Iteration 24Q: 3 clusters Score -678194.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -678247.937500 Penalty: 4556.076172
	Iteration 25Q: 3 clusters Score -678247.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -678296.375000 Penalty: 4556.076172
	Iteration 26Q: 3 clusters Score -678296.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -678330.625000 Penalty: 4556.076172
	Iteration 27Q: 3 clusters Score -678330.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -678354.000000 Penalty: 4556.076172
	Iteration 28Q: 3 clusters Score -678354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -678375.437500 Penalty: 4556.076172
	Iteration 29Q: 3 clusters Score -678375.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -678387.437500 Penalty: 4556.076172
	Iteration 30Q: 3 clusters Score -678387.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -678394.562500 Penalty: 4556.076172
	Iteration 31Q: 3 clusters Score -678394.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -678397.312500 Penalty: 4556.076172
	Iteration 32Q: 3 clusters Score -678397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -678400.312500 Penalty: 4556.076172
	Iteration 33Q: 3 clusters Score -678400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -678398.062500 Penalty: 4556.076172
	Iteration 34Q: 3 clusters Score -678398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -678401.187500 Penalty: 4556.076172
	Iteration 35Q: 3 clusters Score -678401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -678402.687500 Penalty: 4556.076172
	Iteration 36Q: 3 clusters Score -678402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -678405.125000 Penalty: 4556.076172
	Iteration 37Q: 3 clusters Score -678405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -678405.875000 Penalty: 4556.076172
	Iteration 38Q: 3 clusters Score -678405.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -678408.562500 Penalty: 4556.076172
	Iteration 39Q: 3 clusters Score -678408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -678411.687500 Penalty: 4556.076172
	Iteration 40F: 3 clusters Score -678411.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -678414.500000 Penalty: 4556.076172
	Iteration 41Q: 3 clusters Score -678414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -678415.500000 Penalty: 4556.076172
	Iteration 42Q: 3 clusters Score -678415.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -678416.375000 Penalty: 4556.076172
	Iteration 43Q: 3 clusters Score -678416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -678417.375000 Penalty: 4556.076172
	Iteration 44Q: 3 clusters Score -678417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -678417.062500 Penalty: 4556.076172
	Iteration 45Q: 3 clusters Score -678417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -678416.625000 Penalty: 4556.076172
	Iteration 46Q: 3 clusters Score -678416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -678417.687500 Penalty: 4556.076172
	Iteration 47Q: 3 clusters Score -678417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -678418.875000 Penalty: 4556.076172
	Iteration 48Q: 3 clusters Score -678418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -678418.625000 Penalty: 4556.076172
	Iteration 49Q: 3 clusters Score -678418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -678418.625000 Penalty: 4556.076172
	Iteration 50F: 3 clusters Score -678418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Entering Unmasked Estep 
Score: -3193242.750000 Penalty: 2616.533447
	Iteration 0F: 2 clusters Score -3193243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3167456.250000 Penalty: 5233.066895
	Iteration 0F: 3 clusters Score -3167456 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3176840.250000 Penalty: 5233.066895
	Iteration 1F: 3 clusters Score -3176840 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3177403.250000 Penalty: 5233.066895
	Iteration 2Q: 3 clusters Score -3177403 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3177982.750000 Penalty: 5233.066895
	Iteration 3Q: 3 clusters Score -3177983 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3178694.500000 Penalty: 5233.066895
	Iteration 4Q: 3 clusters Score -3178694 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3179672.750000 Penalty: 5233.066895
	Iteration 5Q: 3 clusters Score -3179673 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3180905.500000 Penalty: 5233.066895
	Iteration 6F: 3 clusters Score -3180906 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3182420.250000 Penalty: 5233.066895
	Iteration 7F: 3 clusters Score -3182420 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3183969.500000 Penalty: 5233.066895
	Iteration 8F: 3 clusters Score -3183970 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3185362.250000 Penalty: 5233.066895
	Iteration 9F: 3 clusters Score -3185362 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -3186581.000000 Penalty: 5233.066895
	Iteration 10Q: 3 clusters Score -3186581 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3187622.500000 Penalty: 5233.066895
	Iteration 11Q: 3 clusters Score -3187622 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3188545.750000 Penalty: 5233.066895
	Iteration 12Q: 3 clusters Score -3188546 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3189223.000000 Penalty: 5233.066895
	Iteration 13Q: 3 clusters Score -3189223 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -3189802.750000 Penalty: 5233.066895
	Iteration 14Q: 3 clusters Score -3189803 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3190241.500000 Penalty: 5233.066895
	Iteration 15Q: 3 clusters Score -3190242 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -3190660.000000 Penalty: 5233.066895
	Iteration 16Q: 3 clusters Score -3190660 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -3191001.500000 Penalty: 5233.066895
	Iteration 17Q: 3 clusters Score -3191002 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -3191238.250000 Penalty: 5233.066895
	Iteration 18Q: 3 clusters Score -3191238 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -3191369.500000 Penalty: 5233.066895
	Iteration 19Q: 3 clusters Score -3191370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3191431.750000 Penalty: 5233.066895
	Iteration 20F: 3 clusters Score -3191432 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -3191469.250000 Penalty: 5233.066895
	Iteration 21Q: 3 clusters Score -3191469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3191496.250000 Penalty: 5233.066895
	Iteration 22Q: 3 clusters Score -3191496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3191516.000000 Penalty: 5233.066895
	Iteration 23Q: 3 clusters Score -3191516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -3191526.750000 Penalty: 5233.066895
	Iteration 24Q: 3 clusters Score -3191527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -3191541.000000 Penalty: 5233.066895
	Iteration 25Q: 3 clusters Score -3191541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -3191546.250000 Penalty: 5233.066895
	Iteration 26Q: 3 clusters Score -3191546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3191550.250000 Penalty: 5233.066895
	Iteration 27Q: 3 clusters Score -3191550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -3191558.000000 Penalty: 5233.066895
	Iteration 28Q: 3 clusters Score -3191558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -3191560.250000 Penalty: 5233.066895
	Iteration 29Q: 3 clusters Score -3191560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3191565.250000 Penalty: 5233.066895
	Iteration 30Q: 3 clusters Score -3191565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3191559.250000 Penalty: 5233.066895
	Iteration 31Q: 3 clusters Score -3191559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -3191571.250000 Penalty: 5233.066895
	Iteration 32Q: 3 clusters Score -3191571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -3191570.500000 Penalty: 5233.066895
	Iteration 33Q: 3 clusters Score -3191570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -3191574.500000 Penalty: 5233.066895
	Iteration 34Q: 3 clusters Score -3191574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -3191575.750000 Penalty: 5233.066895
	Iteration 35Q: 3 clusters Score -3191576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -3191572.500000 Penalty: 5233.066895
	Iteration 36Q: 3 clusters Score -3191572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -3191572.000000 Penalty: 5233.066895
	Iteration 37Q: 3 clusters Score -3191572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -3191576.250000 Penalty: 5233.066895
	Iteration 38Q: 3 clusters Score -3191576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -3191577.750000 Penalty: 5233.066895
	Iteration 39Q: 3 clusters Score -3191578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -3191575.500000 Penalty: 5233.066895
	Iteration 40F: 3 clusters Score -3191576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -3191577.000000 Penalty: 5233.066895
	Iteration 41Q: 3 clusters Score -3191577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -3191577.000000 Penalty: 5233.066895
	Iteration 42F: 3 clusters Score -3191577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Entering Unmasked Estep 
Score: -4861118.500000 Penalty: 2730.435303
	Iteration 0F: 2 clusters Score -4861118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -4820357.000000 Penalty: 5460.870605
	Iteration 0F: 3 clusters Score -4820357 nChanged 28046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4835991.000000 Penalty: 5460.870605
	Iteration 1F: 3 clusters Score -4835991 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -4836754.500000 Penalty: 5460.870605
	Iteration 2Q: 3 clusters Score -4836754 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4837717.500000 Penalty: 5460.870605
	Iteration 3Q: 3 clusters Score -4837718 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4838966.000000 Penalty: 5460.870605
	Iteration 4Q: 3 clusters Score -4838966 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4840526.500000 Penalty: 5460.870605
	Iteration 5F: 3 clusters Score -4840526 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4842526.500000 Penalty: 5460.870605
	Iteration 6F: 3 clusters Score -4842526 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4844676.000000 Penalty: 5460.870605
	Iteration 7F: 3 clusters Score -4844676 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4846909.500000 Penalty: 5460.870605
	Iteration 8F: 3 clusters Score -4846910 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4848920.000000 Penalty: 5460.870605
	Iteration 9F: 3 clusters Score -4848920 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4850781.500000 Penalty: 5460.870605
	Iteration 10Q: 3 clusters Score -4850782 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4852529.500000 Penalty: 5460.870605
	Iteration 11Q: 3 clusters Score -4852530 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4854147.500000 Penalty: 5460.870605
	Iteration 12Q: 3 clusters Score -4854148 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4855520.000000 Penalty: 5460.870605
	Iteration 13Q: 3 clusters Score -4855520 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4856518.500000 Penalty: 5460.870605
	Iteration 14Q: 3 clusters Score -4856518 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4857236.000000 Penalty: 5460.870605
	Iteration 15Q: 3 clusters Score -4857236 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4857754.000000 Penalty: 5460.870605
	Iteration 16Q: 3 clusters Score -4857754 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4858150.500000 Penalty: 5460.870605
	Iteration 17Q: 3 clusters Score -4858150 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4858394.500000 Penalty: 5460.870605
	Iteration 18Q: 3 clusters Score -4858394 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4858547.500000 Penalty: 5460.870605
	Iteration 19Q: 3 clusters Score -4858548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4858699.500000 Penalty: 5460.870605
	Iteration 20F: 3 clusters Score -4858700 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4858819.500000 Penalty: 5460.870605
	Iteration 21Q: 3 clusters Score -4858820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4858899.500000 Penalty: 5460.870605
	Iteration 22Q: 3 clusters Score -4858900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4858954.000000 Penalty: 5460.870605
	Iteration 23Q: 3 clusters Score -4858954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4858976.500000 Penalty: 5460.870605
	Iteration 24Q: 3 clusters Score -4858976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4859007.500000 Penalty: 5460.870605
	Iteration 25Q: 3 clusters Score -4859008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4859025.000000 Penalty: 5460.870605
	Iteration 26Q: 3 clusters Score -4859025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4859049.500000 Penalty: 5460.870605
	Iteration 27Q: 3 clusters Score -4859050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4859050.500000 Penalty: 5460.870605
	Iteration 28Q: 3 clusters Score -4859050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4859059.500000 Penalty: 5460.870605
	Iteration 29Q: 3 clusters Score -4859060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4859071.000000 Penalty: 5460.870605
	Iteration 30Q: 3 clusters Score -4859071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4859078.500000 Penalty: 5460.870605
	Iteration 31Q: 3 clusters Score -4859078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4859091.500000 Penalty: 5460.870605
	Iteration 32Q: 3 clusters Score -4859092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4859094.500000 Penalty: 5460.870605
	Iteration 33Q: 3 clusters Score -4859094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4859093.000000 Penalty: 5460.870605
	Iteration 34Q: 3 clusters Score -4859093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4859104.500000 Penalty: 5460.870605
	Iteration 35Q: 3 clusters Score -4859104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4859107.500000 Penalty: 5460.870605
	Iteration 36Q: 3 clusters Score -4859108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4859105.500000 Penalty: 5460.870605
	Iteration 37Q: 3 clusters Score -4859106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4859111.500000 Penalty: 5460.870605
	Iteration 38Q: 3 clusters Score -4859112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4859118.500000 Penalty: 5460.870605
	Iteration 39Q: 3 clusters Score -4859118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4859122.000000 Penalty: 5460.870605
	Iteration 40F: 3 clusters Score -4859122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4859131.500000 Penalty: 5460.870605
	Iteration 41Q: 3 clusters Score -4859132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4859129.000000 Penalty: 5460.870605
	Iteration 42Q: 3 clusters Score -4859129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4859128.000000 Penalty: 5460.870605
	Iteration 43Q: 3 clusters Score -4859128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4859128.000000 Penalty: 5460.870605
	Iteration 44F: 3 clusters Score -4859128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Entering Unmasked Estep 
Score: -5732285.500000 Penalty: 2773.115723
	Iteration 0F: 2 clusters Score -5732286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5684299.500000 Penalty: 5546.231445
	Iteration 0F: 3 clusters Score -5684300 nChanged 33492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5703845.500000 Penalty: 5546.231445
	Iteration 1F: 3 clusters Score -5703846 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5705142.500000 Penalty: 5546.231445
	Iteration 2Q: 3 clusters Score -5705142 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -5706855.000000 Penalty: 5546.231445
	Iteration 3F: 3 clusters Score -5706855 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5708763.500000 Penalty: 5546.231445
	Iteration 4F: 3 clusters Score -5708764 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -5710810.000000 Penalty: 5546.231445
	Iteration 5F: 3 clusters Score -5710810 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5712805.000000 Penalty: 5546.231445
	Iteration 6F: 3 clusters Score -5712805 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -5714501.000000 Penalty: 5546.231445
	Iteration 7F: 3 clusters Score -5714501 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -5716035.500000 Penalty: 5546.231445
	Iteration 8Q: 3 clusters Score -5716036 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5717518.500000 Penalty: 5546.231445
	Iteration 9Q: 3 clusters Score -5717518 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -5718991.000000 Penalty: 5546.231445
	Iteration 10Q: 3 clusters Score -5718991 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -5720689.500000 Penalty: 5546.231445
	Iteration 11Q: 3 clusters Score -5720690 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5722406.500000 Penalty: 5546.231445
	Iteration 12Q: 3 clusters Score -5722406 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -5724075.500000 Penalty: 5546.231445
	Iteration 13Q: 3 clusters Score -5724076 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -5725608.000000 Penalty: 5546.231445
	Iteration 14Q: 3 clusters Score -5725608 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -5727227.500000 Penalty: 5546.231445
	Iteration 15Q: 3 clusters Score -5727228 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -5729086.000000 Penalty: 5546.231445
	Iteration 16Q: 3 clusters Score -5729086 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -5731606.500000 Penalty: 5546.231445
	Iteration 17Q: 3 clusters Score -5731606 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5734523.000000 Penalty: 5546.231445
	Iteration 18Q: 3 clusters Score -5734523 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -5736386.500000 Penalty: 5546.231445
	Iteration 19Q: 3 clusters Score -5736386 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5737712.000000 Penalty: 5546.231445
	Iteration 20F: 3 clusters Score -5737712 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5738573.000000 Penalty: 5546.231445
	Iteration 21Q: 3 clusters Score -5738573 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -5739146.500000 Penalty: 5546.231445
	Iteration 22Q: 3 clusters Score -5739146 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5739429.000000 Penalty: 5546.231445
	Iteration 23Q: 3 clusters Score -5739429 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -5739644.500000 Penalty: 5546.231445
	Iteration 24Q: 3 clusters Score -5739644 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5739797.500000 Penalty: 5546.231445
	Iteration 25Q: 3 clusters Score -5739798 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5739878.500000 Penalty: 5546.231445
	Iteration 26Q: 3 clusters Score -5739878 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -5739959.000000 Penalty: 5546.231445
	Iteration 27Q: 3 clusters Score -5739959 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5740024.500000 Penalty: 5546.231445
	Iteration 28Q: 3 clusters Score -5740024 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5740090.000000 Penalty: 5546.231445
	Iteration 29Q: 3 clusters Score -5740090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5740130.500000 Penalty: 5546.231445
	Iteration 30Q: 3 clusters Score -5740130 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5740155.000000 Penalty: 5546.231445
	Iteration 31Q: 3 clusters Score -5740155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -5740200.500000 Penalty: 5546.231445
	Iteration 32Q: 3 clusters Score -5740200 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5740216.000000 Penalty: 5546.231445
	Iteration 33Q: 3 clusters Score -5740216 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -5740229.500000 Penalty: 5546.231445
	Iteration 34Q: 3 clusters Score -5740230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5740264.500000 Penalty: 5546.231445
	Iteration 35Q: 3 clusters Score -5740264 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5740291.500000 Penalty: 5546.231445
	Iteration 36Q: 3 clusters Score -5740292 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -5740314.500000 Penalty: 5546.231445
	Iteration 37Q: 3 clusters Score -5740314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5740335.500000 Penalty: 5546.231445
	Iteration 38Q: 3 clusters Score -5740336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -5740345.500000 Penalty: 5546.231445
	Iteration 39Q: 3 clusters Score -5740346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5740358.500000 Penalty: 5546.231445
	Iteration 40F: 3 clusters Score -5740358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5740363.000000 Penalty: 5546.231445
	Iteration 41Q: 3 clusters Score -5740363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5740374.000000 Penalty: 5546.231445
	Iteration 42Q: 3 clusters Score -5740374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5740382.500000 Penalty: 5546.231445
	Iteration 43Q: 3 clusters Score -5740382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5740402.000000 Penalty: 5546.231445
	Iteration 44Q: 3 clusters Score -5740402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -5740396.000000 Penalty: 5546.231445
	Iteration 45Q: 3 clusters Score -5740396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5740400.000000 Penalty: 5546.231445
	Iteration 46Q: 3 clusters Score -5740400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5740398.500000 Penalty: 5546.231445
	Iteration 47Q: 3 clusters Score -5740398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5740415.000000 Penalty: 5546.231445
	Iteration 48Q: 3 clusters Score -5740415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5740417.000000 Penalty: 5546.231445
	Iteration 49Q: 3 clusters Score -5740417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5740411.000000 Penalty: 5546.231445
	Iteration 50Q: 3 clusters Score -5740411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5740421.500000 Penalty: 5546.231445
	Iteration 51Q: 3 clusters Score -5740422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -5740434.000000 Penalty: 5546.231445
	Iteration 52Q: 3 clusters Score -5740434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -5740448.000000 Penalty: 5546.231445
	Iteration 53Q: 3 clusters Score -5740448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5740456.000000 Penalty: 5546.231445
	Iteration 54Q: 3 clusters Score -5740456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5740468.500000 Penalty: 5546.231445
	Iteration 55Q: 3 clusters Score -5740468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -5740475.000000 Penalty: 5546.231445
	Iteration 56Q: 3 clusters Score -5740475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -5740499.500000 Penalty: 5546.231445
	Iteration 57Q: 3 clusters Score -5740500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -5740490.500000 Penalty: 5546.231445
	Iteration 58Q: 3 clusters Score -5740490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5740499.000000 Penalty: 5546.231445
	Iteration 59Q: 3 clusters Score -5740499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5740502.000000 Penalty: 5546.231445
	Iteration 60F: 3 clusters Score -5740502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -5740492.500000 Penalty: 5546.231445
	Iteration 61Q: 3 clusters Score -5740492 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5740509.500000 Penalty: 5546.231445
	Iteration 62Q: 3 clusters Score -5740510 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -5740541.500000 Penalty: 5546.231445
	Iteration 63Q: 3 clusters Score -5740542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5740565.000000 Penalty: 5546.231445
	Iteration 64Q: 3 clusters Score -5740565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -5740588.500000 Penalty: 5546.231445
	Iteration 65Q: 3 clusters Score -5740588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -5740620.000000 Penalty: 5546.231445
	Iteration 66Q: 3 clusters Score -5740620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5740679.500000 Penalty: 5546.231445
	Iteration 67Q: 3 clusters Score -5740680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5740740.000000 Penalty: 5546.231445
	Iteration 68Q: 3 clusters Score -5740740 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5740773.500000 Penalty: 5546.231445
	Iteration 69Q: 3 clusters Score -5740774 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5740827.000000 Penalty: 5546.231445
	Iteration 70Q: 3 clusters Score -5740827 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5740872.500000 Penalty: 5546.231445
	Iteration 71Q: 3 clusters Score -5740872 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5740925.000000 Penalty: 5546.231445
	Iteration 72Q: 3 clusters Score -5740925 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5740943.000000 Penalty: 5546.231445
	Iteration 73Q: 3 clusters Score -5740943 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5740970.500000 Penalty: 5546.231445
	Iteration 74Q: 3 clusters Score -5740970 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5741008.500000 Penalty: 5546.231445
	Iteration 75Q: 3 clusters Score -5741008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5741046.500000 Penalty: 5546.231445
	Iteration 76Q: 3 clusters Score -5741046 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5741041.500000 Penalty: 5546.231445
	Iteration 77Q: 3 clusters Score -5741042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5741078.500000 Penalty: 5546.231445
	Iteration 78Q: 3 clusters Score -5741078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5741104.000000 Penalty: 5546.231445
	Iteration 79Q: 3 clusters Score -5741104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5741112.000000 Penalty: 5546.231445
	Iteration 80F: 3 clusters Score -5741112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5741115.500000 Penalty: 5546.231445
	Iteration 81Q: 3 clusters Score -5741116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5741111.000000 Penalty: 5546.231445
	Iteration 82Q: 3 clusters Score -5741111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5741126.500000 Penalty: 5546.231445
	Iteration 83Q: 3 clusters Score -5741126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -5741121.000000 Penalty: 5546.231445
	Iteration 84Q: 3 clusters Score -5741121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5741110.500000 Penalty: 5546.231445
	Iteration 85Q: 3 clusters Score -5741110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5741128.000000 Penalty: 5546.231445
	Iteration 86Q: 3 clusters Score -5741128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5741133.500000 Penalty: 5546.231445
	Iteration 87Q: 3 clusters Score -5741134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5741120.500000 Penalty: 5546.231445
	Iteration 88Q: 3 clusters Score -5741120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5741105.500000 Penalty: 5546.231445
	Iteration 89Q: 3 clusters Score -5741106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5741116.500000 Penalty: 5546.231445
	Iteration 90Q: 3 clusters Score -5741116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5741123.500000 Penalty: 5546.231445
	Iteration 91Q: 3 clusters Score -5741124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -5741125.000000 Penalty: 5546.231445
	Iteration 92Q: 3 clusters Score -5741125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5741127.000000 Penalty: 5546.231445
	Iteration 93Q: 3 clusters Score -5741127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5741118.500000 Penalty: 5546.231445
	Iteration 94Q: 3 clusters Score -5741118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5741125.000000 Penalty: 5546.231445
	Iteration 95Q: 3 clusters Score -5741125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5741113.500000 Penalty: 5546.231445
	Iteration 96Q: 3 clusters Score -5741114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5741117.500000 Penalty: 5546.231445
	Iteration 97Q: 3 clusters Score -5741118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5741122.000000 Penalty: 5546.231445
	Iteration 98Q: 3 clusters Score -5741122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5741121.500000 Penalty: 5546.231445
	Iteration 99Q: 3 clusters Score -5741122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5741124.000000 Penalty: 5546.231445
	Iteration 100F: 3 clusters Score -5741124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5741125.000000 Penalty: 5546.231445
	Iteration 101Q: 3 clusters Score -5741125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5741130.500000 Penalty: 5546.231445
	Iteration 102Q: 3 clusters Score -5741130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -5741129.000000 Penalty: 5546.231445
	Iteration 103Q: 3 clusters Score -5741129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -5741126.000000 Penalty: 5546.231445
	Iteration 104Q: 3 clusters Score -5741126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5741122.000000 Penalty: 5546.231445
	Iteration 105Q: 3 clusters Score -5741122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5741122.000000 Penalty: 5546.231445
	Iteration 106F: 3 clusters Score -5741122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 24459 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 22199 members 
Entering Unmasked Estep 
Score: -51118692.000000 Penalty: 146183.000000
Splitting cluster 18 changes total score from -51107708.000000 to -51118692.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 19 (24459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Entering Unmasked Estep 
Score: -1978338.250000 Penalty: 2505.978760
	Iteration 0F: 2 clusters Score -1978338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1961241.000000 Penalty: 5011.957520
	Iteration 0F: 3 clusters Score -1961241 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1967335.750000 Penalty: 5011.957520
	Iteration 1F: 3 clusters Score -1967336 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1967817.000000 Penalty: 5011.957520
	Iteration 2F: 3 clusters Score -1967817 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1968232.625000 Penalty: 5011.957520
	Iteration 3Q: 3 clusters Score -1968233 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1968783.125000 Penalty: 5011.957520
	Iteration 4Q: 3 clusters Score -1968783 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1969899.625000 Penalty: 5011.957520
	Iteration 5Q: 3 clusters Score -1969900 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1972330.500000 Penalty: 5011.957520
	Iteration 6F: 3 clusters Score -1972330 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1976118.625000 Penalty: 5011.957520
	Iteration 7F: 3 clusters Score -1976119 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1978699.625000 Penalty: 5011.957520
	Iteration 8F: 3 clusters Score -1978700 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1980710.375000 Penalty: 5011.957520
	Iteration 9F: 3 clusters Score -1980710 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1982216.625000 Penalty: 5011.957520
	Iteration 10F: 3 clusters Score -1982217 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1983394.875000 Penalty: 5011.957520
	Iteration 11F: 3 clusters Score -1983395 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1984395.500000 Penalty: 5011.957520
	Iteration 12Q: 3 clusters Score -1984396 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1985552.875000 Penalty: 5011.957520
	Iteration 13Q: 3 clusters Score -1985553 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1986858.125000 Penalty: 5011.957520
	Iteration 14Q: 3 clusters Score -1986858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1987538.375000 Penalty: 5011.957520
	Iteration 15Q: 3 clusters Score -1987538 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1987765.500000 Penalty: 5011.957520
	Iteration 16Q: 3 clusters Score -1987766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1987830.500000 Penalty: 5011.957520
	Iteration 17Q: 3 clusters Score -1987830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1987836.750000 Penalty: 5011.957520
	Iteration 18Q: 3 clusters Score -1987837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1987843.875000 Penalty: 5011.957520
	Iteration 19Q: 3 clusters Score -1987844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1987847.750000 Penalty: 5011.957520
	Iteration 20F: 3 clusters Score -1987848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1987848.250000 Penalty: 5011.957520
	Iteration 21Q: 3 clusters Score -1987848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1987848.250000 Penalty: 5011.957520
	Iteration 22F: 3 clusters Score -1987848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 3858 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 22199 members 
Mstep: Class 45 contains 4332 members 
Entering Unmasked Estep 
Score: -51127332.000000 Penalty: 149505.343750
Splitting cluster 19 changes total score from -51107708.000000 to -51127332.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 20 (15908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Entering Unmasked Estep 
Score: -1301902.375000 Penalty: 2399.295166
	Iteration 0F: 2 clusters Score -1301902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1290541.250000 Penalty: 4798.590332
	Iteration 0F: 3 clusters Score -1290541 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1293992.750000 Penalty: 4798.590332
	Iteration 1F: 3 clusters Score -1293993 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1294330.000000 Penalty: 4798.590332
	Iteration 2F: 3 clusters Score -1294330 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1294622.750000 Penalty: 4798.590332
	Iteration 3Q: 3 clusters Score -1294623 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1294869.875000 Penalty: 4798.590332
	Iteration 4Q: 3 clusters Score -1294870 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1295084.875000 Penalty: 4798.590332
	Iteration 5Q: 3 clusters Score -1295085 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1295306.000000 Penalty: 4798.590332
	Iteration 6Q: 3 clusters Score -1295306 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1295546.750000 Penalty: 4798.590332
	Iteration 7Q: 3 clusters Score -1295547 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1295792.625000 Penalty: 4798.590332
	Iteration 8Q: 3 clusters Score -1295793 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1296079.250000 Penalty: 4798.590332
	Iteration 9Q: 3 clusters Score -1296079 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1296374.125000 Penalty: 4798.590332
	Iteration 10Q: 3 clusters Score -1296374 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1296659.875000 Penalty: 4798.590332
	Iteration 11Q: 3 clusters Score -1296660 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1296961.000000 Penalty: 4798.590332
	Iteration 12Q: 3 clusters Score -1296961 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1297227.500000 Penalty: 4798.590332
	Iteration 13Q: 3 clusters Score -1297228 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1297454.875000 Penalty: 4798.590332
	Iteration 14Q: 3 clusters Score -1297455 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1297663.875000 Penalty: 4798.590332
	Iteration 15Q: 3 clusters Score -1297664 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1297853.750000 Penalty: 4798.590332
	Iteration 16Q: 3 clusters Score -1297854 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1298018.875000 Penalty: 4798.590332
	Iteration 17Q: 3 clusters Score -1298019 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1298198.000000 Penalty: 4798.590332
	Iteration 18Q: 3 clusters Score -1298198 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1298391.625000 Penalty: 4798.590332
	Iteration 19Q: 3 clusters Score -1298392 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1298557.875000 Penalty: 4798.590332
	Iteration 20F: 3 clusters Score -1298558 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1298703.250000 Penalty: 4798.590332
	Iteration 21Q: 3 clusters Score -1298703 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1298827.625000 Penalty: 4798.590332
	Iteration 22Q: 3 clusters Score -1298828 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1298932.875000 Penalty: 4798.590332
	Iteration 23Q: 3 clusters Score -1298933 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1299000.375000 Penalty: 4798.590332
	Iteration 24Q: 3 clusters Score -1299000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1299059.375000 Penalty: 4798.590332
	Iteration 25Q: 3 clusters Score -1299059 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1299100.750000 Penalty: 4798.590332
	Iteration 26Q: 3 clusters Score -1299101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1299130.000000 Penalty: 4798.590332
	Iteration 27Q: 3 clusters Score -1299130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1299147.000000 Penalty: 4798.590332
	Iteration 28Q: 3 clusters Score -1299147 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1299173.750000 Penalty: 4798.590332
	Iteration 29Q: 3 clusters Score -1299174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1299192.375000 Penalty: 4798.590332
	Iteration 30Q: 3 clusters Score -1299192 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1299222.000000 Penalty: 4798.590332
	Iteration 31Q: 3 clusters Score -1299222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1299242.375000 Penalty: 4798.590332
	Iteration 32Q: 3 clusters Score -1299242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1299264.500000 Penalty: 4798.590332
	Iteration 33Q: 3 clusters Score -1299264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1299288.875000 Penalty: 4798.590332
	Iteration 34Q: 3 clusters Score -1299289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1299309.125000 Penalty: 4798.590332
	Iteration 35Q: 3 clusters Score -1299309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1299330.875000 Penalty: 4798.590332
	Iteration 36Q: 3 clusters Score -1299331 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1299344.125000 Penalty: 4798.590332
	Iteration 37Q: 3 clusters Score -1299344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1299361.250000 Penalty: 4798.590332
	Iteration 38Q: 3 clusters Score -1299361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1299375.500000 Penalty: 4798.590332
	Iteration 39Q: 3 clusters Score -1299376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1299388.750000 Penalty: 4798.590332
	Iteration 40F: 3 clusters Score -1299389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1299400.125000 Penalty: 4798.590332
	Iteration 41Q: 3 clusters Score -1299400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1299401.125000 Penalty: 4798.590332
	Iteration 42Q: 3 clusters Score -1299401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1299420.750000 Penalty: 4798.590332
	Iteration 43Q: 3 clusters Score -1299421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1299428.625000 Penalty: 4798.590332
	Iteration 44Q: 3 clusters Score -1299429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1299434.750000 Penalty: 4798.590332
	Iteration 45Q: 3 clusters Score -1299435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1299441.000000 Penalty: 4798.590332
	Iteration 46Q: 3 clusters Score -1299441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1299449.500000 Penalty: 4798.590332
	Iteration 47Q: 3 clusters Score -1299450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1299454.875000 Penalty: 4798.590332
	Iteration 48Q: 3 clusters Score -1299455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1299456.250000 Penalty: 4798.590332
	Iteration 49Q: 3 clusters Score -1299456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1299460.875000 Penalty: 4798.590332
	Iteration 50Q: 3 clusters Score -1299461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1299463.250000 Penalty: 4798.590332
	Iteration 51Q: 3 clusters Score -1299463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1299472.375000 Penalty: 4798.590332
	Iteration 52Q: 3 clusters Score -1299472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1299473.500000 Penalty: 4798.590332
	Iteration 53Q: 3 clusters Score -1299474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1299473.500000 Penalty: 4798.590332
	Iteration 54Q: 3 clusters Score -1299474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1299476.875000 Penalty: 4798.590332
	Iteration 55Q: 3 clusters Score -1299477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1299476.125000 Penalty: 4798.590332
	Iteration 56Q: 3 clusters Score -1299476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1299478.250000 Penalty: 4798.590332
	Iteration 57Q: 3 clusters Score -1299478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1299476.625000 Penalty: 4798.590332
	Iteration 58Q: 3 clusters Score -1299477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1299481.750000 Penalty: 4798.590332
	Iteration 59Q: 3 clusters Score -1299482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1299482.125000 Penalty: 4798.590332
	Iteration 60F: 3 clusters Score -1299482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1299481.750000 Penalty: 4798.590332
	Iteration 61Q: 3 clusters Score -1299482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1299482.125000 Penalty: 4798.590332
	Iteration 62Q: 3 clusters Score -1299482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1299483.125000 Penalty: 4798.590332
	Iteration 63Q: 3 clusters Score -1299483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1299486.375000 Penalty: 4798.590332
	Iteration 64Q: 3 clusters Score -1299486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1299485.875000 Penalty: 4798.590332
	Iteration 65Q: 3 clusters Score -1299486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1299489.750000 Penalty: 4798.590332
	Iteration 66Q: 3 clusters Score -1299490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1299489.375000 Penalty: 4798.590332
	Iteration 67Q: 3 clusters Score -1299489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1299491.125000 Penalty: 4798.590332
	Iteration 68Q: 3 clusters Score -1299491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1299490.750000 Penalty: 4798.590332
	Iteration 69Q: 3 clusters Score -1299491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1299487.625000 Penalty: 4798.590332
	Iteration 70Q: 3 clusters Score -1299488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1299489.250000 Penalty: 4798.590332
	Iteration 71Q: 3 clusters Score -1299489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1299493.375000 Penalty: 4798.590332
	Iteration 72Q: 3 clusters Score -1299493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1299490.125000 Penalty: 4798.590332
	Iteration 73Q: 3 clusters Score -1299490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1299490.500000 Penalty: 4798.590332
	Iteration 74Q: 3 clusters Score -1299490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1299489.500000 Penalty: 4798.590332
	Iteration 75Q: 3 clusters Score -1299490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1299493.375000 Penalty: 4798.590332
	Iteration 76Q: 3 clusters Score -1299493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1299492.375000 Penalty: 4798.590332
	Iteration 77Q: 3 clusters Score -1299492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1299494.125000 Penalty: 4798.590332
	Iteration 78Q: 3 clusters Score -1299494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1299499.000000 Penalty: 4798.590332
	Iteration 79Q: 3 clusters Score -1299499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1299495.875000 Penalty: 4798.590332
	Iteration 80F: 3 clusters Score -1299496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1299494.375000 Penalty: 4798.590332
	Iteration 81Q: 3 clusters Score -1299494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1299494.625000 Penalty: 4798.590332
	Iteration 82Q: 3 clusters Score -1299495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1299494.875000 Penalty: 4798.590332
	Iteration 83Q: 3 clusters Score -1299495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1299495.375000 Penalty: 4798.590332
	Iteration 84Q: 3 clusters Score -1299495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1299495.750000 Penalty: 4798.590332
	Iteration 85Q: 3 clusters Score -1299496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1299497.000000 Penalty: 4798.590332
	Iteration 86Q: 3 clusters Score -1299497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1299495.875000 Penalty: 4798.590332
	Iteration 87Q: 3 clusters Score -1299496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1299497.500000 Penalty: 4798.590332
	Iteration 88Q: 3 clusters Score -1299498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1299496.750000 Penalty: 4798.590332
	Iteration 89Q: 3 clusters Score -1299497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1299498.625000 Penalty: 4798.590332
	Iteration 90Q: 3 clusters Score -1299499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1299498.625000 Penalty: 4798.590332
	Iteration 91F: 3 clusters Score -1299499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -498481.281250 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -498481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -492727.812500 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -492727.8 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -494464.375000 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -494464.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -494920.718750 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -494920.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -495465.062500 Penalty: 4386.433105
	Iteration 3F: 3 clusters Score -495465.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -496034.031250 Penalty: 4386.433105
	Iteration 4F: 3 clusters Score -496034 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -496461.468750 Penalty: 4386.433105
	Iteration 5F: 3 clusters Score -496461.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -496768.156250 Penalty: 4386.433105
	Iteration 6F: 3 clusters Score -496768.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -497007.375000 Penalty: 4386.433105
	Iteration 7Q: 3 clusters Score -497007.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -497168.468750 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -497168.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -497308.687500 Penalty: 4386.433105
	Iteration 9Q: 3 clusters Score -497308.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -497401.781250 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -497401.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -497456.593750 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -497456.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -497494.812500 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -497494.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -497532.906250 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -497532.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -497567.687500 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -497567.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -497597.875000 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -497597.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -497623.156250 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -497623.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -497639.781250 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -497639.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -497646.000000 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -497646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -497652.187500 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -497652.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -497658.812500 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -497658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -497663.375000 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -497663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -497667.343750 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -497667.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -497670.906250 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -497670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -497674.968750 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -497675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -497679.843750 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -497679.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -497684.937500 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -497684.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -497690.687500 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -497690.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -497693.281250 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -497693.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -497695.000000 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -497695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -497697.531250 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -497697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -497698.718750 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -497698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -497699.000000 Penalty: 4386.433105
	Iteration 32Q: 3 clusters Score -497699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -497699.843750 Penalty: 4386.433105
	Iteration 33Q: 3 clusters Score -497699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -497699.843750 Penalty: 4386.433105
	Iteration 34F: 3 clusters Score -497699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -302912.593750 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -302912.6 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 1969 members 
Entering Unmasked Estep 
Score: -299178.968750 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -299179 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -300240.281250 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -300240.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -300612.562500 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -300612.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -300889.937500 Penalty: 4095.920410
	Iteration 3F: 3 clusters Score -300889.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -301104.125000 Penalty: 4095.920410
	Iteration 4F: 3 clusters Score -301104.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -301245.000000 Penalty: 4095.920410
	Iteration 5Q: 3 clusters Score -301245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -301345.125000 Penalty: 4095.920410
	Iteration 6Q: 3 clusters Score -301345.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -301424.562500 Penalty: 4095.920410
	Iteration 7Q: 3 clusters Score -301424.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -301482.062500 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -301482.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -301528.437500 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -301528.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -301571.875000 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -301571.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -301619.593750 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -301619.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -301662.531250 Penalty: 4095.920410
	Iteration 12Q: 3 clusters Score -301662.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -301709.250000 Penalty: 4095.920410
	Iteration 13Q: 3 clusters Score -301709.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -301762.406250 Penalty: 4095.920410
	Iteration 14Q: 3 clusters Score -301762.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -301822.437500 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -301822.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -301890.406250 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -301890.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -301960.937500 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -301960.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -302052.875000 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -302052.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -302143.437500 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -302143.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -302253.187500 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -302253.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -302401.843750 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -302401.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -302578.500000 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -302578.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -302813.406250 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -302813.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -302914.000000 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -302914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -302965.312500 Penalty: 4095.920410
	Iteration 25Q: 3 clusters Score -302965.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -303003.500000 Penalty: 4095.920410
	Iteration 26Q: 3 clusters Score -303003.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -303033.843750 Penalty: 4095.920410
	Iteration 27Q: 3 clusters Score -303033.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -303068.375000 Penalty: 4095.920410
	Iteration 28Q: 3 clusters Score -303068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -303091.000000 Penalty: 4095.920410
	Iteration 29Q: 3 clusters Score -303091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -303104.625000 Penalty: 4095.920410
	Iteration 30Q: 3 clusters Score -303104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -303108.156250 Penalty: 4095.920410
	Iteration 31Q: 3 clusters Score -303108.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -303109.000000 Penalty: 4095.920410
	Iteration 32Q: 3 clusters Score -303109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -303175.656250 Penalty: 4095.920410
	Iteration 33F: 3 clusters Score -303175.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -303381.500000 Penalty: 4095.920410
	Iteration 34Q: 3 clusters Score -303381.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -303411.750000 Penalty: 4095.920410
	Iteration 35Q: 3 clusters Score -303411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -303420.906250 Penalty: 4095.920410
	Iteration 36Q: 3 clusters Score -303420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -303423.093750 Penalty: 4095.920410
	Iteration 37Q: 3 clusters Score -303423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -303424.000000 Penalty: 4095.920410
	Iteration 38Q: 3 clusters Score -303424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -303424.781250 Penalty: 4095.920410
	Iteration 39Q: 3 clusters Score -303424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -303424.781250 Penalty: 4095.920410
	Iteration 40F: 3 clusters Score -303424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 35744 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 22199 members 
Mstep: Class 45 contains 4332 members 
Mstep: Class 46 contains 2062 members 
Entering Unmasked Estep 
Score: -51126560.000000 Penalty: 152827.687500
Splitting cluster 22 changes total score from -51107708.000000 to -51126560.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 23 (35744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Entering Unmasked Estep 
Score: -2899424.750000 Penalty: 2600.066162
	Iteration 0F: 2 clusters Score -2899425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2875163.750000 Penalty: 5200.132324
	Iteration 0F: 3 clusters Score -2875164 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2884583.500000 Penalty: 5200.132324
	Iteration 1F: 3 clusters Score -2884584 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2886280.000000 Penalty: 5200.132324
	Iteration 2F: 3 clusters Score -2886280 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2888885.000000 Penalty: 5200.132324
	Iteration 3F: 3 clusters Score -2888885 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2892520.500000 Penalty: 5200.132324
	Iteration 4F: 3 clusters Score -2892520 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2896468.000000 Penalty: 5200.132324
	Iteration 5F: 3 clusters Score -2896468 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2900639.500000 Penalty: 5200.132324
	Iteration 6F: 3 clusters Score -2900640 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2904950.500000 Penalty: 5200.132324
	Iteration 7F: 3 clusters Score -2904950 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2907431.250000 Penalty: 5200.132324
	Iteration 8F: 3 clusters Score -2907431 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2908871.750000 Penalty: 5200.132324
	Iteration 9Q: 3 clusters Score -2908872 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2909365.000000 Penalty: 5200.132324
	Iteration 10Q: 3 clusters Score -2909365 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2909542.000000 Penalty: 5200.132324
	Iteration 11Q: 3 clusters Score -2909542 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2909633.500000 Penalty: 5200.132324
	Iteration 12Q: 3 clusters Score -2909634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2909680.000000 Penalty: 5200.132324
	Iteration 13Q: 3 clusters Score -2909680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2909700.250000 Penalty: 5200.132324
	Iteration 14Q: 3 clusters Score -2909700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2909718.500000 Penalty: 5200.132324
	Iteration 15Q: 3 clusters Score -2909718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2909730.000000 Penalty: 5200.132324
	Iteration 16Q: 3 clusters Score -2909730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2909725.000000 Penalty: 5200.132324
	Iteration 17Q: 3 clusters Score -2909725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2909749.000000 Penalty: 5200.132324
	Iteration 18Q: 3 clusters Score -2909749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2909753.250000 Penalty: 5200.132324
	Iteration 19Q: 3 clusters Score -2909753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2909752.250000 Penalty: 5200.132324
	Iteration 20F: 3 clusters Score -2909752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2909755.750000 Penalty: 5200.132324
	Iteration 21Q: 3 clusters Score -2909756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2909760.000000 Penalty: 5200.132324
	Iteration 22Q: 3 clusters Score -2909760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2909765.500000 Penalty: 5200.132324
	Iteration 23Q: 3 clusters Score -2909766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2909758.500000 Penalty: 5200.132324
	Iteration 24Q: 3 clusters Score -2909758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2909759.750000 Penalty: 5200.132324
	Iteration 25Q: 3 clusters Score -2909760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2909768.000000 Penalty: 5200.132324
	Iteration 26Q: 3 clusters Score -2909768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2909771.250000 Penalty: 5200.132324
	Iteration 27Q: 3 clusters Score -2909771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2909771.250000 Penalty: 5200.132324
	Iteration 28Q: 3 clusters Score -2909771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2909773.750000 Penalty: 5200.132324
	Iteration 29Q: 3 clusters Score -2909774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2909781.500000 Penalty: 5200.132324
	Iteration 30Q: 3 clusters Score -2909782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2909784.750000 Penalty: 5200.132324
	Iteration 31Q: 3 clusters Score -2909785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2909788.250000 Penalty: 5200.132324
	Iteration 32Q: 3 clusters Score -2909788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2909789.250000 Penalty: 5200.132324
	Iteration 33Q: 3 clusters Score -2909789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2909794.000000 Penalty: 5200.132324
	Iteration 34Q: 3 clusters Score -2909794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2909792.750000 Penalty: 5200.132324
	Iteration 35Q: 3 clusters Score -2909793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2909792.750000 Penalty: 5200.132324
	Iteration 36Q: 3 clusters Score -2909793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2909792.750000 Penalty: 5200.132324
	Iteration 37F: 3 clusters Score -2909793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 2706 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 22199 members 
Mstep: Class 45 contains 4332 members 
Mstep: Class 46 contains 2062 members 
Mstep: Class 47 contains 22244 members 
Entering Unmasked Estep 
Score: -51136240.000000 Penalty: 156150.015625
Splitting cluster 23 changes total score from -51107708.000000 to -51136240.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 24 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -229032.140625 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -229032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -225861.390625 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -225861.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -226449.078125 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -226449.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -226620.078125 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -226620.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -226712.187500 Penalty: 3949.185303
	Iteration 3Q: 3 clusters Score -226712.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -226778.250000 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -226778.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -226836.062500 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -226836.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -226901.953125 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -226902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -226954.734375 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -226954.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -227014.562500 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -227014.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -227086.000000 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -227086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -227136.156250 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -227136.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -227194.484375 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -227194.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -227252.406250 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -227252.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -227305.375000 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -227305.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -227340.796875 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -227340.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -227390.796875 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -227390.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -227444.187500 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -227444.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -227499.234375 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -227499.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -227552.218750 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -227552.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -227610.140625 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -227610.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -227679.218750 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -227679.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -227733.687500 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -227733.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -227773.531250 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -227773.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -227795.406250 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -227795.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -227821.078125 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -227821.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -227839.484375 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -227839.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -227853.734375 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -227853.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -227871.812500 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -227871.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -227887.812500 Penalty: 3949.185303
	Iteration 28Q: 3 clusters Score -227887.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -227900.640625 Penalty: 3949.185303
	Iteration 29Q: 3 clusters Score -227900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -227913.625000 Penalty: 3949.185303
	Iteration 30Q: 3 clusters Score -227913.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -227926.468750 Penalty: 3949.185303
	Iteration 31Q: 3 clusters Score -227926.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -227938.640625 Penalty: 3949.185303
	Iteration 32Q: 3 clusters Score -227938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -227950.500000 Penalty: 3949.185303
	Iteration 33Q: 3 clusters Score -227950.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -227960.093750 Penalty: 3949.185303
	Iteration 34Q: 3 clusters Score -227960.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -227967.171875 Penalty: 3949.185303
	Iteration 35Q: 3 clusters Score -227967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -227970.875000 Penalty: 3949.185303
	Iteration 36Q: 3 clusters Score -227970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -227973.343750 Penalty: 3949.185303
	Iteration 37Q: 3 clusters Score -227973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -227975.796875 Penalty: 3949.185303
	Iteration 38Q: 3 clusters Score -227975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -227976.906250 Penalty: 3949.185303
	Iteration 39Q: 3 clusters Score -227976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -227976.906250 Penalty: 3949.185303
	Iteration 40F: 3 clusters Score -227976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -154507.296875 Penalty: 1960.000244
	Iteration 0F: 2 clusters Score -154507.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -151549.531250 Penalty: 3920.000488
	Iteration 0F: 3 clusters Score -151549.5 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -152851.796875 Penalty: 3920.000488
	Iteration 1F: 3 clusters Score -152851.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -153366.625000 Penalty: 3920.000488
	Iteration 2F: 3 clusters Score -153366.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -153727.390625 Penalty: 3920.000488
	Iteration 3F: 3 clusters Score -153727.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -153954.031250 Penalty: 3920.000488
	Iteration 4F: 3 clusters Score -153954 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -154146.156250 Penalty: 3920.000488
	Iteration 5Q: 3 clusters Score -154146.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -154321.640625 Penalty: 3920.000488
	Iteration 6Q: 3 clusters Score -154321.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -154503.203125 Penalty: 3920.000488
	Iteration 7Q: 3 clusters Score -154503.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -154618.250000 Penalty: 3920.000488
	Iteration 8Q: 3 clusters Score -154618.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -154715.750000 Penalty: 3920.000488
	Iteration 9Q: 3 clusters Score -154715.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -154804.796875 Penalty: 3920.000488
	Iteration 10Q: 3 clusters Score -154804.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -154860.093750 Penalty: 3920.000488
	Iteration 11Q: 3 clusters Score -154860.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -154899.843750 Penalty: 3920.000488
	Iteration 12Q: 3 clusters Score -154899.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -154934.656250 Penalty: 3920.000488
	Iteration 13Q: 3 clusters Score -154934.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -154956.203125 Penalty: 3920.000488
	Iteration 14Q: 3 clusters Score -154956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -154966.109375 Penalty: 3920.000488
	Iteration 15Q: 3 clusters Score -154966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -154973.015625 Penalty: 3920.000488
	Iteration 16Q: 3 clusters Score -154973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -154980.406250 Penalty: 3920.000488
	Iteration 17Q: 3 clusters Score -154980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -154990.437500 Penalty: 3920.000488
	Iteration 18Q: 3 clusters Score -154990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -155001.500000 Penalty: 3920.000488
	Iteration 19Q: 3 clusters Score -155001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -155021.312500 Penalty: 3920.000488
	Iteration 20F: 3 clusters Score -155021.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -155049.562500 Penalty: 3920.000488
	Iteration 21Q: 3 clusters Score -155049.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -155094.265625 Penalty: 3920.000488
	Iteration 22Q: 3 clusters Score -155094.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -155184.062500 Penalty: 3920.000488
	Iteration 23Q: 3 clusters Score -155184.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -155242.906250 Penalty: 3920.000488
	Iteration 24Q: 3 clusters Score -155242.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -155290.187500 Penalty: 3920.000488
	Iteration 25Q: 3 clusters Score -155290.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -155332.546875 Penalty: 3920.000488
	Iteration 26Q: 3 clusters Score -155332.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -155381.437500 Penalty: 3920.000488
	Iteration 27Q: 3 clusters Score -155381.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -155436.125000 Penalty: 3920.000488
	Iteration 28Q: 3 clusters Score -155436.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -155484.593750 Penalty: 3920.000488
	Iteration 29Q: 3 clusters Score -155484.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -155531.484375 Penalty: 3920.000488
	Iteration 30Q: 3 clusters Score -155531.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -155563.437500 Penalty: 3920.000488
	Iteration 31Q: 3 clusters Score -155563.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -155588.937500 Penalty: 3920.000488
	Iteration 32Q: 3 clusters Score -155588.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155610.625000 Penalty: 3920.000488
	Iteration 33Q: 3 clusters Score -155610.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -155627.687500 Penalty: 3920.000488
	Iteration 34Q: 3 clusters Score -155627.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155638.140625 Penalty: 3920.000488
	Iteration 35Q: 3 clusters Score -155638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -155642.453125 Penalty: 3920.000488
	Iteration 36Q: 3 clusters Score -155642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155647.593750 Penalty: 3920.000488
	Iteration 37Q: 3 clusters Score -155647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -155651.468750 Penalty: 3920.000488
	Iteration 38Q: 3 clusters Score -155651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155652.109375 Penalty: 3920.000488
	Iteration 39Q: 3 clusters Score -155652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -155663.781250 Penalty: 3920.000488
	Iteration 40F: 3 clusters Score -155663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155672.656250 Penalty: 3920.000488
	Iteration 41Q: 3 clusters Score -155672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155678.140625 Penalty: 3920.000488
	Iteration 42Q: 3 clusters Score -155678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -155679.968750 Penalty: 3920.000488
	Iteration 43Q: 3 clusters Score -155680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155681.578125 Penalty: 3920.000488
	Iteration 44Q: 3 clusters Score -155681.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155683.437500 Penalty: 3920.000488
	Iteration 45Q: 3 clusters Score -155683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155686.156250 Penalty: 3920.000488
	Iteration 46Q: 3 clusters Score -155686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155690.078125 Penalty: 3920.000488
	Iteration 47Q: 3 clusters Score -155690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -155694.703125 Penalty: 3920.000488
	Iteration 48Q: 3 clusters Score -155694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -155695.046875 Penalty: 3920.000488
	Iteration 49Q: 3 clusters Score -155695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -155695.531250 Penalty: 3920.000488
	Iteration 50Q: 3 clusters Score -155695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155695.312500 Penalty: 3920.000488
	Iteration 51Q: 3 clusters Score -155695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155695.312500 Penalty: 3920.000488
	Iteration 52F: 3 clusters Score -155695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 2173 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 22199 members 
Mstep: Class 45 contains 4332 members 
Mstep: Class 46 contains 2062 members 
Mstep: Class 47 contains 22244 members 
Mstep: Class 48 contains 959 members 
Entering Unmasked Estep 
Score: -51136000.000000 Penalty: 159472.359375
Splitting cluster 25 changes total score from -51107708.000000 to -51136000.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 26 (6611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Entering Unmasked Estep 
Score: -464063.000000 Penalty: 2181.529785
	Iteration 0F: 2 clusters Score -464063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -458560.250000 Penalty: 4363.059570
	Iteration 0F: 3 clusters Score -458560.2 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -460202.406250 Penalty: 4363.059570
	Iteration 1F: 3 clusters Score -460202.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -460710.031250 Penalty: 4363.059570
	Iteration 2F: 3 clusters Score -460710 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -461149.125000 Penalty: 4363.059570
	Iteration 3F: 3 clusters Score -461149.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -461552.843750 Penalty: 4363.059570
	Iteration 4F: 3 clusters Score -461552.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -461953.781250 Penalty: 4363.059570
	Iteration 5F: 3 clusters Score -461953.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -462277.375000 Penalty: 4363.059570
	Iteration 6F: 3 clusters Score -462277.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -462572.437500 Penalty: 4363.059570
	Iteration 7Q: 3 clusters Score -462572.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -462789.718750 Penalty: 4363.059570
	Iteration 8Q: 3 clusters Score -462789.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -462932.468750 Penalty: 4363.059570
	Iteration 9Q: 3 clusters Score -462932.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -463029.562500 Penalty: 4363.059570
	Iteration 10Q: 3 clusters Score -463029.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -463088.656250 Penalty: 4363.059570
	Iteration 11Q: 3 clusters Score -463088.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -463121.031250 Penalty: 4363.059570
	Iteration 12Q: 3 clusters Score -463121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -463150.656250 Penalty: 4363.059570
	Iteration 13Q: 3 clusters Score -463150.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -463171.437500 Penalty: 4363.059570
	Iteration 14Q: 3 clusters Score -463171.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -463183.375000 Penalty: 4363.059570
	Iteration 15Q: 3 clusters Score -463183.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -463192.250000 Penalty: 4363.059570
	Iteration 16Q: 3 clusters Score -463192.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -463196.781250 Penalty: 4363.059570
	Iteration 17Q: 3 clusters Score -463196.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -463201.437500 Penalty: 4363.059570
	Iteration 18Q: 3 clusters Score -463201.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -463205.281250 Penalty: 4363.059570
	Iteration 19Q: 3 clusters Score -463205.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -463212.562500 Penalty: 4363.059570
	Iteration 20F: 3 clusters Score -463212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -463216.562500 Penalty: 4363.059570
	Iteration 21Q: 3 clusters Score -463216.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -463218.531250 Penalty: 4363.059570
	Iteration 22Q: 3 clusters Score -463218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -463221.687500 Penalty: 4363.059570
	Iteration 23Q: 3 clusters Score -463221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -463224.093750 Penalty: 4363.059570
	Iteration 24Q: 3 clusters Score -463224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -463227.093750 Penalty: 4363.059570
	Iteration 25Q: 3 clusters Score -463227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -463229.125000 Penalty: 4363.059570
	Iteration 26Q: 3 clusters Score -463229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -463232.781250 Penalty: 4363.059570
	Iteration 27Q: 3 clusters Score -463232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -463235.156250 Penalty: 4363.059570
	Iteration 28Q: 3 clusters Score -463235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -463236.250000 Penalty: 4363.059570
	Iteration 29Q: 3 clusters Score -463236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -463239.468750 Penalty: 4363.059570
	Iteration 30Q: 3 clusters Score -463239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -463238.718750 Penalty: 4363.059570
	Iteration 31Q: 3 clusters Score -463238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -463239.656250 Penalty: 4363.059570
	Iteration 32Q: 3 clusters Score -463239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -463240.250000 Penalty: 4363.059570
	Iteration 33Q: 3 clusters Score -463240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -463241.593750 Penalty: 4363.059570
	Iteration 34Q: 3 clusters Score -463241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -463242.218750 Penalty: 4363.059570
	Iteration 35Q: 3 clusters Score -463242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -463242.687500 Penalty: 4363.059570
	Iteration 36Q: 3 clusters Score -463242.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -463243.937500 Penalty: 4363.059570
	Iteration 37Q: 3 clusters Score -463243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -463244.250000 Penalty: 4363.059570
	Iteration 38Q: 3 clusters Score -463244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -463244.250000 Penalty: 4363.059570
	Iteration 39F: 3 clusters Score -463244.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -158739.718750 Penalty: 1905.598267
	Iteration 0F: 2 clusters Score -158739.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -156130.140625 Penalty: 3811.196533
	Iteration 0F: 3 clusters Score -156130.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -157294.250000 Penalty: 3811.196533
	Iteration 1F: 3 clusters Score -157294.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -158511.671875 Penalty: 3811.196533
	Iteration 2F: 3 clusters Score -158511.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -160050.265625 Penalty: 3811.196533
	Iteration 3F: 3 clusters Score -160050.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161400.218750 Penalty: 3811.196533
	Iteration 4F: 3 clusters Score -161400.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162301.765625 Penalty: 3811.196533
	Iteration 5Q: 3 clusters Score -162301.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -162512.828125 Penalty: 3811.196533
	Iteration 6Q: 3 clusters Score -162512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162523.031250 Penalty: 3811.196533
	Iteration 7Q: 3 clusters Score -162523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162527.437500 Penalty: 3811.196533
	Iteration 8Q: 3 clusters Score -162527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162527.437500 Penalty: 3811.196533
	Iteration 9F: 3 clusters Score -162527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8452 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 1574 members 
Mstep: Class 43 contains 11345 members 
Mstep: Class 44 contains 22199 members 
Mstep: Class 45 contains 4332 members 
Mstep: Class 46 contains 2062 members 
Mstep: Class 47 contains 22244 members 
Mstep: Class 48 contains 959 members 
Mstep: Class 49 contains 851 members 
Entering Unmasked Estep 
Score: -51138344.000000 Penalty: 162794.703125
Splitting cluster 27 changes total score from -51107708.000000 to -51138344.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 28 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -152712.171875 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -152712.2 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 1048 members 
Entering Unmasked Estep 
Score: -150122.203125 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -150122.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -150695.046875 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -150695 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -150895.265625 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -150895.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -151042.046875 Penalty: 3771.780518
	Iteration 3F: 3 clusters Score -151042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -151183.453125 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -151183.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -151386.390625 Penalty: 3771.780518
	Iteration 5F: 3 clusters Score -151386.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -151694.515625 Penalty: 3771.780518
	Iteration 6F: 3 clusters Score -151694.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -151931.046875 Penalty: 3771.780518
	Iteration 7F: 3 clusters Score -151931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152126.031250 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -152126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152227.843750 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -152227.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152285.468750 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -152285.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152320.484375 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -152320.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152354.000000 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -152354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152382.890625 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -152382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152402.953125 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -152403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -152414.609375 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -152414.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -152418.703125 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -152418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -152420.484375 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -152420.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -152422.796875 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -152422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -152422.796875 Penalty: 3771.780518
	Iteration 19F: 3 clusters Score -152422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Entering Unmasked Estep 
Score: -1162065.125000 Penalty: 2363.285156
	Iteration 0F: 2 clusters Score -1162065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1152034.500000 Penalty: 4726.570312
	Iteration 0F: 3 clusters Score -1152034 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1155114.750000 Penalty: 4726.570312
	Iteration 1F: 3 clusters Score -1155115 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1155469.000000 Penalty: 4726.570312
	Iteration 2F: 3 clusters Score -1155469 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1155776.250000 Penalty: 4726.570312
	Iteration 3F: 3 clusters Score -1155776 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1156031.750000 Penalty: 4726.570312
	Iteration 4Q: 3 clusters Score -1156032 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1156256.125000 Penalty: 4726.570312
	Iteration 5Q: 3 clusters Score -1156256 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1156436.000000 Penalty: 4726.570312
	Iteration 6Q: 3 clusters Score -1156436 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1156595.125000 Penalty: 4726.570312
	Iteration 7Q: 3 clusters Score -1156595 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1156735.375000 Penalty: 4726.570312
	Iteration 8Q: 3 clusters Score -1156735 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1156863.125000 Penalty: 4726.570312
	Iteration 9Q: 3 clusters Score -1156863 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1156996.625000 Penalty: 4726.570312
	Iteration 10Q: 3 clusters Score -1156997 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1157150.125000 Penalty: 4726.570312
	Iteration 11Q: 3 clusters Score -1157150 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1157340.125000 Penalty: 4726.570312
	Iteration 12Q: 3 clusters Score -1157340 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1157616.125000 Penalty: 4726.570312
	Iteration 13Q: 3 clusters Score -1157616 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1157998.625000 Penalty: 4726.570312
	Iteration 14Q: 3 clusters Score -1157999 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1158535.500000 Penalty: 4726.570312
	Iteration 15Q: 3 clusters Score -1158536 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1159206.125000 Penalty: 4726.570312
	Iteration 16F: 3 clusters Score -1159206 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1159828.875000 Penalty: 4726.570312
	Iteration 17Q: 3 clusters Score -1159829 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1160353.625000 Penalty: 4726.570312
	Iteration 18Q: 3 clusters Score -1160354 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1160721.500000 Penalty: 4726.570312
	Iteration 19Q: 3 clusters Score -1160722 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1161016.750000 Penalty: 4726.570312
	Iteration 20F: 3 clusters Score -1161017 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1161220.500000 Penalty: 4726.570312
	Iteration 21Q: 3 clusters Score -1161220 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1161339.750000 Penalty: 4726.570312
	Iteration 22Q: 3 clusters Score -1161340 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1161414.500000 Penalty: 4726.570312
	Iteration 23Q: 3 clusters Score -1161414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1161458.875000 Penalty: 4726.570312
	Iteration 24Q: 3 clusters Score -1161459 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1161496.625000 Penalty: 4726.570312
	Iteration 25Q: 3 clusters Score -1161497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1161526.750000 Penalty: 4726.570312
	Iteration 26Q: 3 clusters Score -1161527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1161546.125000 Penalty: 4726.570312
	Iteration 27Q: 3 clusters Score -1161546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1161565.875000 Penalty: 4726.570312
	Iteration 28Q: 3 clusters Score -1161566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1161580.500000 Penalty: 4726.570312
	Iteration 29Q: 3 clusters Score -1161580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1161593.375000 Penalty: 4726.570312
	Iteration 30Q: 3 clusters Score -1161593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1161599.875000 Penalty: 4726.570312
	Iteration 31Q: 3 clusters Score -1161600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1161610.000000 Penalty: 4726.570312
	Iteration 32Q: 3 clusters Score -1161610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1161616.125000 Penalty: 4726.570312
	Iteration 33Q: 3 clusters Score -1161616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1161621.250000 Penalty: 4726.570312
	Iteration 34Q: 3 clusters Score -1161621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1161630.375000 Penalty: 4726.570312
	Iteration 35Q: 3 clusters Score -1161630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1161639.375000 Penalty: 4726.570312
	Iteration 36Q: 3 clusters Score -1161639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1161639.125000 Penalty: 4726.570312
	Iteration 37Q: 3 clusters Score -1161639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1161646.125000 Penalty: 4726.570312
	Iteration 38Q: 3 clusters Score -1161646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1161649.375000 Penalty: 4726.570312
	Iteration 39Q: 3 clusters Score -1161649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1161650.000000 Penalty: 4726.570312
	Iteration 40F: 3 clusters Score -1161650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1161650.125000 Penalty: 4726.570312
	Iteration 41Q: 3 clusters Score -1161650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1161651.125000 Penalty: 4726.570312
	Iteration 42Q: 3 clusters Score -1161651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1161652.750000 Penalty: 4726.570312
	Iteration 43Q: 3 clusters Score -1161653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1161653.125000 Penalty: 4726.570312
	Iteration 44Q: 3 clusters Score -1161653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1161657.250000 Penalty: 4726.570312
	Iteration 45Q: 3 clusters Score -1161657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1161658.250000 Penalty: 4726.570312
	Iteration 46Q: 3 clusters Score -1161658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1161660.000000 Penalty: 4726.570312
	Iteration 47Q: 3 clusters Score -1161660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1161665.875000 Penalty: 4726.570312
	Iteration 48Q: 3 clusters Score -1161666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1161664.750000 Penalty: 4726.570312
	Iteration 49Q: 3 clusters Score -1161665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1161669.750000 Penalty: 4726.570312
	Iteration 50Q: 3 clusters Score -1161670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1161671.625000 Penalty: 4726.570312
	Iteration 51Q: 3 clusters Score -1161672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1161672.500000 Penalty: 4726.570312
	Iteration 52Q: 3 clusters Score -1161672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1161673.375000 Penalty: 4726.570312
	Iteration 53Q: 3 clusters Score -1161673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1161673.250000 Penalty: 4726.570312
	Iteration 54Q: 3 clusters Score -1161673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1161676.000000 Penalty: 4726.570312
	Iteration 55Q: 3 clusters Score -1161676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1161676.125000 Penalty: 4726.570312
	Iteration 56Q: 3 clusters Score -1161676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1161676.875000 Penalty: 4726.570312
	Iteration 57Q: 3 clusters Score -1161677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1161678.625000 Penalty: 4726.570312
	Iteration 58Q: 3 clusters Score -1161679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1161681.625000 Penalty: 4726.570312
	Iteration 59Q: 3 clusters Score -1161682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1161679.625000 Penalty: 4726.570312
	Iteration 60F: 3 clusters Score -1161680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1161681.625000 Penalty: 4726.570312
	Iteration 61Q: 3 clusters Score -1161682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1161680.875000 Penalty: 4726.570312
	Iteration 62Q: 3 clusters Score -1161681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1161680.875000 Penalty: 4726.570312
	Iteration 63F: 3 clusters Score -1161681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (61699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Entering Unmasked Estep 
Score: -5134754.500000 Penalty: 2735.445557
	Iteration 0F: 2 clusters Score -5134754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -5093444.000000 Penalty: 5470.891113
	Iteration 0F: 3 clusters Score -5093444 nChanged 28682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -5109291.500000 Penalty: 5470.891113
	Iteration 1F: 3 clusters Score -5109292 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -5109917.000000 Penalty: 5470.891113
	Iteration 2Q: 3 clusters Score -5109917 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5110716.000000 Penalty: 5470.891113
	Iteration 3Q: 3 clusters Score -5110716 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5111862.500000 Penalty: 5470.891113
	Iteration 4Q: 3 clusters Score -5111862 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5113705.500000 Penalty: 5470.891113
	Iteration 5F: 3 clusters Score -5113706 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -5116641.500000 Penalty: 5470.891113
	Iteration 6F: 3 clusters Score -5116642 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -5120862.000000 Penalty: 5470.891113
	Iteration 7F: 3 clusters Score -5120862 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -5125334.000000 Penalty: 5470.891113
	Iteration 8F: 3 clusters Score -5125334 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -5128675.500000 Penalty: 5470.891113
	Iteration 9F: 3 clusters Score -5128676 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -5130599.000000 Penalty: 5470.891113
	Iteration 10Q: 3 clusters Score -5130599 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -5131554.000000 Penalty: 5470.891113
	Iteration 11Q: 3 clusters Score -5131554 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -5131944.000000 Penalty: 5470.891113
	Iteration 12Q: 3 clusters Score -5131944 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -5132119.000000 Penalty: 5470.891113
	Iteration 13Q: 3 clusters Score -5132119 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -5132221.000000 Penalty: 5470.891113
	Iteration 14Q: 3 clusters Score -5132221 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -5132305.000000 Penalty: 5470.891113
	Iteration 15Q: 3 clusters Score -5132305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -5132366.500000 Penalty: 5470.891113
	Iteration 16Q: 3 clusters Score -5132366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -5132403.500000 Penalty: 5470.891113
	Iteration 17Q: 3 clusters Score -5132404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -5132430.000000 Penalty: 5470.891113
	Iteration 18Q: 3 clusters Score -5132430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -5132443.000000 Penalty: 5470.891113
	Iteration 19Q: 3 clusters Score -5132443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5132442.500000 Penalty: 5470.891113
	Iteration 20F: 3 clusters Score -5132442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -5132454.500000 Penalty: 5470.891113
	Iteration 21Q: 3 clusters Score -5132454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -5132458.500000 Penalty: 5470.891113
	Iteration 22Q: 3 clusters Score -5132458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -5132460.500000 Penalty: 5470.891113
	Iteration 23Q: 3 clusters Score -5132460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -5132468.500000 Penalty: 5470.891113
	Iteration 24Q: 3 clusters Score -5132468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -5132466.500000 Penalty: 5470.891113
	Iteration 25Q: 3 clusters Score -5132466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -5132473.000000 Penalty: 5470.891113
	Iteration 26Q: 3 clusters Score -5132473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -5132480.500000 Penalty: 5470.891113
	Iteration 27Q: 3 clusters Score -5132480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -5132482.000000 Penalty: 5470.891113
	Iteration 28Q: 3 clusters Score -5132482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -5132483.500000 Penalty: 5470.891113
	Iteration 29Q: 3 clusters Score -5132484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -5132484.000000 Penalty: 5470.891113
	Iteration 30Q: 3 clusters Score -5132484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -5132487.000000 Penalty: 5470.891113
	Iteration 31Q: 3 clusters Score -5132487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -5132491.500000 Penalty: 5470.891113
	Iteration 32Q: 3 clusters Score -5132492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -5132490.500000 Penalty: 5470.891113
	Iteration 33Q: 3 clusters Score -5132490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -5132491.500000 Penalty: 5470.891113
	Iteration 34Q: 3 clusters Score -5132492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -5132491.000000 Penalty: 5470.891113
	Iteration 35Q: 3 clusters Score -5132491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -5132490.500000 Penalty: 5470.891113
	Iteration 36Q: 3 clusters Score -5132490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -5132499.500000 Penalty: 5470.891113
	Iteration 37Q: 3 clusters Score -5132500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -5132499.500000 Penalty: 5470.891113
	Iteration 38F: 3 clusters Score -5132500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Entering Unmasked Estep 
Score: -4692911.500000 Penalty: 2717.866699
	Iteration 0F: 2 clusters Score -4692912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4654386.500000 Penalty: 5435.733398
	Iteration 0F: 3 clusters Score -4654386 nChanged 26569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -4669215.000000 Penalty: 5435.733398
	Iteration 1F: 3 clusters Score -4669215 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4669839.500000 Penalty: 5435.733398
	Iteration 2Q: 3 clusters Score -4669840 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4670473.500000 Penalty: 5435.733398
	Iteration 3Q: 3 clusters Score -4670474 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -4671209.500000 Penalty: 5435.733398
	Iteration 4Q: 3 clusters Score -4671210 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -4671988.500000 Penalty: 5435.733398
	Iteration 5Q: 3 clusters Score -4671988 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -4673027.500000 Penalty: 5435.733398
	Iteration 6Q: 3 clusters Score -4673028 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4674364.000000 Penalty: 5435.733398
	Iteration 7Q: 3 clusters Score -4674364 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4676141.500000 Penalty: 5435.733398
	Iteration 8F: 3 clusters Score -4676142 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4678460.500000 Penalty: 5435.733398
	Iteration 9F: 3 clusters Score -4678460 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4681013.000000 Penalty: 5435.733398
	Iteration 10F: 3 clusters Score -4681013 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4683489.000000 Penalty: 5435.733398
	Iteration 11F: 3 clusters Score -4683489 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4685671.500000 Penalty: 5435.733398
	Iteration 12Q: 3 clusters Score -4685672 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -4687383.000000 Penalty: 5435.733398
	Iteration 13Q: 3 clusters Score -4687383 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4688571.500000 Penalty: 5435.733398
	Iteration 14Q: 3 clusters Score -4688572 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4689404.000000 Penalty: 5435.733398
	Iteration 15Q: 3 clusters Score -4689404 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4689877.500000 Penalty: 5435.733398
	Iteration 16Q: 3 clusters Score -4689878 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4690178.500000 Penalty: 5435.733398
	Iteration 17Q: 3 clusters Score -4690178 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4690407.500000 Penalty: 5435.733398
	Iteration 18Q: 3 clusters Score -4690408 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4690575.500000 Penalty: 5435.733398
	Iteration 19Q: 3 clusters Score -4690576 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4690728.000000 Penalty: 5435.733398
	Iteration 20F: 3 clusters Score -4690728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4690838.500000 Penalty: 5435.733398
	Iteration 21Q: 3 clusters Score -4690838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4690937.000000 Penalty: 5435.733398
	Iteration 22Q: 3 clusters Score -4690937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4691012.000000 Penalty: 5435.733398
	Iteration 23Q: 3 clusters Score -4691012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4691052.500000 Penalty: 5435.733398
	Iteration 24Q: 3 clusters Score -4691052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4691070.000000 Penalty: 5435.733398
	Iteration 25Q: 3 clusters Score -4691070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4691097.500000 Penalty: 5435.733398
	Iteration 26Q: 3 clusters Score -4691098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4691108.500000 Penalty: 5435.733398
	Iteration 27Q: 3 clusters Score -4691108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4691119.500000 Penalty: 5435.733398
	Iteration 28Q: 3 clusters Score -4691120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4691127.500000 Penalty: 5435.733398
	Iteration 29Q: 3 clusters Score -4691128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4691123.500000 Penalty: 5435.733398
	Iteration 30Q: 3 clusters Score -4691124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4691118.500000 Penalty: 5435.733398
	Iteration 31Q: 3 clusters Score -4691118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4691127.000000 Penalty: 5435.733398
	Iteration 32Q: 3 clusters Score -4691127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4691126.500000 Penalty: 5435.733398
	Iteration 33Q: 3 clusters Score -4691126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4691126.000000 Penalty: 5435.733398
	Iteration 34Q: 3 clusters Score -4691126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4691125.000000 Penalty: 5435.733398
	Iteration 35Q: 3 clusters Score -4691125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4691125.000000 Penalty: 5435.733398
	Iteration 36Q: 3 clusters Score -4691125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4691122.500000 Penalty: 5435.733398
	Iteration 37Q: 3 clusters Score -4691122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4691122.500000 Penalty: 5435.733398
	Iteration 38Q: 3 clusters Score -4691122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4691120.500000 Penalty: 5435.733398
	Iteration 39Q: 3 clusters Score -4691120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4691120.500000 Penalty: 5435.733398
	Iteration 40F: 3 clusters Score -4691120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -90147.445312 Penalty: 1745.835815
	Iteration 0F: 2 clusters Score -90147.45 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 570 members 
Entering Unmasked Estep 
Score: -88123.281250 Penalty: 3491.671631
	Iteration 0F: 3 clusters Score -88123.28 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -88365.695312 Penalty: 3491.671631
	Iteration 1F: 3 clusters Score -88365.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88427.585938 Penalty: 3491.671631
	Iteration 2F: 3 clusters Score -88427.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -88468.867188 Penalty: 3491.671631
	Iteration 3Q: 3 clusters Score -88468.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88498.984375 Penalty: 3491.671631
	Iteration 4Q: 3 clusters Score -88498.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88520.343750 Penalty: 3491.671631
	Iteration 5Q: 3 clusters Score -88520.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -88540.195312 Penalty: 3491.671631
	Iteration 6Q: 3 clusters Score -88540.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -88552.085938 Penalty: 3491.671631
	Iteration 7Q: 3 clusters Score -88552.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88568.312500 Penalty: 3491.671631
	Iteration 8Q: 3 clusters Score -88568.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88578.468750 Penalty: 3491.671631
	Iteration 9Q: 3 clusters Score -88578.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88585.687500 Penalty: 3491.671631
	Iteration 10Q: 3 clusters Score -88585.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88592.585938 Penalty: 3491.671631
	Iteration 11Q: 3 clusters Score -88592.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88594.960938 Penalty: 3491.671631
	Iteration 12Q: 3 clusters Score -88594.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88595.937500 Penalty: 3491.671631
	Iteration 13Q: 3 clusters Score -88595.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -88597.640625 Penalty: 3491.671631
	Iteration 14Q: 3 clusters Score -88597.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88599.937500 Penalty: 3491.671631
	Iteration 15Q: 3 clusters Score -88599.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88600.570312 Penalty: 3491.671631
	Iteration 16Q: 3 clusters Score -88600.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88601.023438 Penalty: 3491.671631
	Iteration 17Q: 3 clusters Score -88601.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88604.648438 Penalty: 3491.671631
	Iteration 18Q: 3 clusters Score -88604.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88607.921875 Penalty: 3491.671631
	Iteration 19Q: 3 clusters Score -88607.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88609.906250 Penalty: 3491.671631
	Iteration 20F: 3 clusters Score -88609.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -88610.828125 Penalty: 3491.671631
	Iteration 21Q: 3 clusters Score -88610.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -88610.828125 Penalty: 3491.671631
	Iteration 22F: 3 clusters Score -88610.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Entering Unmasked Estep 
Score: -1357282.000000 Penalty: 2406.682617
	Iteration 0F: 2 clusters Score -1357282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1345471.875000 Penalty: 4813.365234
	Iteration 0F: 3 clusters Score -1345472 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1349290.250000 Penalty: 4813.365234
	Iteration 1F: 3 clusters Score -1349290 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1349656.625000 Penalty: 4813.365234
	Iteration 2F: 3 clusters Score -1349657 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1349942.000000 Penalty: 4813.365234
	Iteration 3Q: 3 clusters Score -1349942 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1350166.500000 Penalty: 4813.365234
	Iteration 4Q: 3 clusters Score -1350166 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1350363.500000 Penalty: 4813.365234
	Iteration 5Q: 3 clusters Score -1350364 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1350545.875000 Penalty: 4813.365234
	Iteration 6Q: 3 clusters Score -1350546 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1350731.250000 Penalty: 4813.365234
	Iteration 7Q: 3 clusters Score -1350731 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1350946.875000 Penalty: 4813.365234
	Iteration 8Q: 3 clusters Score -1350947 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1351222.625000 Penalty: 4813.365234
	Iteration 9Q: 3 clusters Score -1351223 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1351572.000000 Penalty: 4813.365234
	Iteration 10Q: 3 clusters Score -1351572 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1352034.875000 Penalty: 4813.365234
	Iteration 11Q: 3 clusters Score -1352035 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1352579.000000 Penalty: 4813.365234
	Iteration 12Q: 3 clusters Score -1352579 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1353170.000000 Penalty: 4813.365234
	Iteration 13Q: 3 clusters Score -1353170 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1353710.500000 Penalty: 4813.365234
	Iteration 14Q: 3 clusters Score -1353710 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1354139.625000 Penalty: 4813.365234
	Iteration 15Q: 3 clusters Score -1354140 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1354440.000000 Penalty: 4813.365234
	Iteration 16Q: 3 clusters Score -1354440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1354663.250000 Penalty: 4813.365234
	Iteration 17Q: 3 clusters Score -1354663 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1354827.500000 Penalty: 4813.365234
	Iteration 18Q: 3 clusters Score -1354828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1354954.750000 Penalty: 4813.365234
	Iteration 19Q: 3 clusters Score -1354955 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1355044.375000 Penalty: 4813.365234
	Iteration 20F: 3 clusters Score -1355044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1355104.750000 Penalty: 4813.365234
	Iteration 21Q: 3 clusters Score -1355105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1355156.500000 Penalty: 4813.365234
	Iteration 22Q: 3 clusters Score -1355156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1355189.250000 Penalty: 4813.365234
	Iteration 23Q: 3 clusters Score -1355189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1355213.625000 Penalty: 4813.365234
	Iteration 24Q: 3 clusters Score -1355214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1355232.500000 Penalty: 4813.365234
	Iteration 25Q: 3 clusters Score -1355232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1355250.000000 Penalty: 4813.365234
	Iteration 26Q: 3 clusters Score -1355250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1355260.000000 Penalty: 4813.365234
	Iteration 27Q: 3 clusters Score -1355260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1355262.250000 Penalty: 4813.365234
	Iteration 28Q: 3 clusters Score -1355262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1355263.500000 Penalty: 4813.365234
	Iteration 29Q: 3 clusters Score -1355264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1355267.500000 Penalty: 4813.365234
	Iteration 30Q: 3 clusters Score -1355268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1355267.500000 Penalty: 4813.365234
	Iteration 31Q: 3 clusters Score -1355268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1355273.500000 Penalty: 4813.365234
	Iteration 32Q: 3 clusters Score -1355274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1355278.000000 Penalty: 4813.365234
	Iteration 33Q: 3 clusters Score -1355278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1355277.250000 Penalty: 4813.365234
	Iteration 34Q: 3 clusters Score -1355277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1355277.375000 Penalty: 4813.365234
	Iteration 35Q: 3 clusters Score -1355277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1355279.875000 Penalty: 4813.365234
	Iteration 36Q: 3 clusters Score -1355280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1355282.000000 Penalty: 4813.365234
	Iteration 37Q: 3 clusters Score -1355282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1355285.125000 Penalty: 4813.365234
	Iteration 38Q: 3 clusters Score -1355285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1355284.875000 Penalty: 4813.365234
	Iteration 39Q: 3 clusters Score -1355285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1355287.375000 Penalty: 4813.365234
	Iteration 40F: 3 clusters Score -1355287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1355286.000000 Penalty: 4813.365234
	Iteration 41Q: 3 clusters Score -1355286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1355289.125000 Penalty: 4813.365234
	Iteration 42Q: 3 clusters Score -1355289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1355290.875000 Penalty: 4813.365234
	Iteration 43Q: 3 clusters Score -1355291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1355292.625000 Penalty: 4813.365234
	Iteration 44Q: 3 clusters Score -1355293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1355292.625000 Penalty: 4813.365234
	Iteration 45Q: 3 clusters Score -1355293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1355295.250000 Penalty: 4813.365234
	Iteration 46Q: 3 clusters Score -1355295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1355297.250000 Penalty: 4813.365234
	Iteration 47Q: 3 clusters Score -1355297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1355296.375000 Penalty: 4813.365234
	Iteration 48Q: 3 clusters Score -1355296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1355298.875000 Penalty: 4813.365234
	Iteration 49Q: 3 clusters Score -1355299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1355298.875000 Penalty: 4813.365234
	Iteration 50F: 3 clusters Score -1355299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Entering Unmasked Estep 
Score: -469088.218750 Penalty: 2153.353516
	Iteration 0F: 2 clusters Score -469088.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -464057.187500 Penalty: 4306.707031
	Iteration 0F: 3 clusters Score -464057.2 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -465369.562500 Penalty: 4306.707031
	Iteration 1F: 3 clusters Score -465369.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -465892.750000 Penalty: 4306.707031
	Iteration 2F: 3 clusters Score -465892.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -466539.937500 Penalty: 4306.707031
	Iteration 3F: 3 clusters Score -466539.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -467114.625000 Penalty: 4306.707031
	Iteration 4F: 3 clusters Score -467114.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -467515.468750 Penalty: 4306.707031
	Iteration 5F: 3 clusters Score -467515.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -467840.875000 Penalty: 4306.707031
	Iteration 6F: 3 clusters Score -467840.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -468096.812500 Penalty: 4306.707031
	Iteration 7Q: 3 clusters Score -468096.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -468276.250000 Penalty: 4306.707031
	Iteration 8Q: 3 clusters Score -468276.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -468368.906250 Penalty: 4306.707031
	Iteration 9Q: 3 clusters Score -468368.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -468426.062500 Penalty: 4306.707031
	Iteration 10Q: 3 clusters Score -468426.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -468460.937500 Penalty: 4306.707031
	Iteration 11Q: 3 clusters Score -468460.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -468488.031250 Penalty: 4306.707031
	Iteration 12Q: 3 clusters Score -468488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -468508.781250 Penalty: 4306.707031
	Iteration 13Q: 3 clusters Score -468508.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -468523.781250 Penalty: 4306.707031
	Iteration 14Q: 3 clusters Score -468523.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -468528.156250 Penalty: 4306.707031
	Iteration 15Q: 3 clusters Score -468528.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -468531.250000 Penalty: 4306.707031
	Iteration 16Q: 3 clusters Score -468531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -468532.468750 Penalty: 4306.707031
	Iteration 17Q: 3 clusters Score -468532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -468532.468750 Penalty: 4306.707031
	Iteration 18Q: 3 clusters Score -468532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -468532.468750 Penalty: 4306.707031
	Iteration 19F: 3 clusters Score -468532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Entering Unmasked Estep 
Score: -1213754.000000 Penalty: 2412.056396
	Iteration 0F: 2 clusters Score -1213754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1201846.875000 Penalty: 4824.112793
	Iteration 0F: 3 clusters Score -1201847 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1206002.250000 Penalty: 4824.112793
	Iteration 1F: 3 clusters Score -1206002 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1206704.375000 Penalty: 4824.112793
	Iteration 2F: 3 clusters Score -1206704 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1207326.625000 Penalty: 4824.112793
	Iteration 3F: 3 clusters Score -1207327 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1207869.750000 Penalty: 4824.112793
	Iteration 4F: 3 clusters Score -1207870 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1208378.500000 Penalty: 4824.112793
	Iteration 5F: 3 clusters Score -1208378 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1208811.000000 Penalty: 4824.112793
	Iteration 6Q: 3 clusters Score -1208811 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1209157.375000 Penalty: 4824.112793
	Iteration 7Q: 3 clusters Score -1209157 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1209452.625000 Penalty: 4824.112793
	Iteration 8Q: 3 clusters Score -1209453 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1209713.875000 Penalty: 4824.112793
	Iteration 9Q: 3 clusters Score -1209714 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1209998.125000 Penalty: 4824.112793
	Iteration 10Q: 3 clusters Score -1209998 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1210273.500000 Penalty: 4824.112793
	Iteration 11Q: 3 clusters Score -1210274 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1210550.250000 Penalty: 4824.112793
	Iteration 12Q: 3 clusters Score -1210550 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1210834.125000 Penalty: 4824.112793
	Iteration 13Q: 3 clusters Score -1210834 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1211132.750000 Penalty: 4824.112793
	Iteration 14Q: 3 clusters Score -1211133 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1211424.250000 Penalty: 4824.112793
	Iteration 15Q: 3 clusters Score -1211424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1211702.375000 Penalty: 4824.112793
	Iteration 16Q: 3 clusters Score -1211702 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1211959.750000 Penalty: 4824.112793
	Iteration 17Q: 3 clusters Score -1211960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1212165.125000 Penalty: 4824.112793
	Iteration 18Q: 3 clusters Score -1212165 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1212317.750000 Penalty: 4824.112793
	Iteration 19Q: 3 clusters Score -1212318 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1212413.875000 Penalty: 4824.112793
	Iteration 20F: 3 clusters Score -1212414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1212496.250000 Penalty: 4824.112793
	Iteration 21Q: 3 clusters Score -1212496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1212544.250000 Penalty: 4824.112793
	Iteration 22Q: 3 clusters Score -1212544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1212588.000000 Penalty: 4824.112793
	Iteration 23Q: 3 clusters Score -1212588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1212618.875000 Penalty: 4824.112793
	Iteration 24Q: 3 clusters Score -1212619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1212646.000000 Penalty: 4824.112793
	Iteration 25Q: 3 clusters Score -1212646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1212674.125000 Penalty: 4824.112793
	Iteration 26Q: 3 clusters Score -1212674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1212701.250000 Penalty: 4824.112793
	Iteration 27Q: 3 clusters Score -1212701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1212718.500000 Penalty: 4824.112793
	Iteration 28Q: 3 clusters Score -1212718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1212730.250000 Penalty: 4824.112793
	Iteration 29Q: 3 clusters Score -1212730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1212736.750000 Penalty: 4824.112793
	Iteration 30Q: 3 clusters Score -1212737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1212745.125000 Penalty: 4824.112793
	Iteration 31Q: 3 clusters Score -1212745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1212757.000000 Penalty: 4824.112793
	Iteration 32Q: 3 clusters Score -1212757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1212760.000000 Penalty: 4824.112793
	Iteration 33Q: 3 clusters Score -1212760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1212768.375000 Penalty: 4824.112793
	Iteration 34Q: 3 clusters Score -1212768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1212772.125000 Penalty: 4824.112793
	Iteration 35Q: 3 clusters Score -1212772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1212778.125000 Penalty: 4824.112793
	Iteration 36Q: 3 clusters Score -1212778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1212782.625000 Penalty: 4824.112793
	Iteration 37Q: 3 clusters Score -1212783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1212787.000000 Penalty: 4824.112793
	Iteration 38Q: 3 clusters Score -1212787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1212795.875000 Penalty: 4824.112793
	Iteration 39Q: 3 clusters Score -1212796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1212829.000000 Penalty: 4824.112793
	Iteration 40F: 3 clusters Score -1212829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1212847.125000 Penalty: 4824.112793
	Iteration 41Q: 3 clusters Score -1212847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1212862.125000 Penalty: 4824.112793
	Iteration 42Q: 3 clusters Score -1212862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1212875.375000 Penalty: 4824.112793
	Iteration 43Q: 3 clusters Score -1212875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1212889.625000 Penalty: 4824.112793
	Iteration 44Q: 3 clusters Score -1212890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1212896.250000 Penalty: 4824.112793
	Iteration 45Q: 3 clusters Score -1212896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1212909.500000 Penalty: 4824.112793
	Iteration 46Q: 3 clusters Score -1212910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1212916.625000 Penalty: 4824.112793
	Iteration 47Q: 3 clusters Score -1212917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1212917.250000 Penalty: 4824.112793
	Iteration 48Q: 3 clusters Score -1212917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1212920.375000 Penalty: 4824.112793
	Iteration 49Q: 3 clusters Score -1212920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1212924.250000 Penalty: 4824.112793
	Iteration 50Q: 3 clusters Score -1212924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1212925.250000 Penalty: 4824.112793
	Iteration 51Q: 3 clusters Score -1212925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1212928.625000 Penalty: 4824.112793
	Iteration 52Q: 3 clusters Score -1212929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1212927.500000 Penalty: 4824.112793
	Iteration 53Q: 3 clusters Score -1212928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1212930.250000 Penalty: 4824.112793
	Iteration 54Q: 3 clusters Score -1212930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1212933.250000 Penalty: 4824.112793
	Iteration 55Q: 3 clusters Score -1212933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1212933.500000 Penalty: 4824.112793
	Iteration 56Q: 3 clusters Score -1212934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1212934.500000 Penalty: 4824.112793
	Iteration 57Q: 3 clusters Score -1212934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1212934.625000 Penalty: 4824.112793
	Iteration 58Q: 3 clusters Score -1212935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1212935.750000 Penalty: 4824.112793
	Iteration 59Q: 3 clusters Score -1212936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1212935.750000 Penalty: 4824.112793
	Iteration 60F: 3 clusters Score -1212936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Entering Unmasked Estep 
Score: -762918.937500 Penalty: 2264.695801
	Iteration 0F: 2 clusters Score -762918.9 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 4597 members 
Entering Unmasked Estep 
Score: -755757.312500 Penalty: 4529.391602
	Iteration 0F: 3 clusters Score -755757.3 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -758108.750000 Penalty: 4529.391602
	Iteration 1F: 3 clusters Score -758108.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -758750.187500 Penalty: 4529.391602
	Iteration 2F: 3 clusters Score -758750.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -759312.562500 Penalty: 4529.391602
	Iteration 3F: 3 clusters Score -759312.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -759861.312500 Penalty: 4529.391602
	Iteration 4F: 3 clusters Score -759861.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -760410.125000 Penalty: 4529.391602
	Iteration 5F: 3 clusters Score -760410.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -760960.562500 Penalty: 4529.391602
	Iteration 6F: 3 clusters Score -760960.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -761425.375000 Penalty: 4529.391602
	Iteration 7F: 3 clusters Score -761425.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -761732.562500 Penalty: 4529.391602
	Iteration 8Q: 3 clusters Score -761732.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -761905.312500 Penalty: 4529.391602
	Iteration 9Q: 3 clusters Score -761905.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -761997.000000 Penalty: 4529.391602
	Iteration 10Q: 3 clusters Score -761997 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -762069.937500 Penalty: 4529.391602
	Iteration 11Q: 3 clusters Score -762069.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -762115.500000 Penalty: 4529.391602
	Iteration 12Q: 3 clusters Score -762115.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -762150.250000 Penalty: 4529.391602
	Iteration 13Q: 3 clusters Score -762150.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -762177.937500 Penalty: 4529.391602
	Iteration 14Q: 3 clusters Score -762177.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -762197.062500 Penalty: 4529.391602
	Iteration 15Q: 3 clusters Score -762197.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -762217.437500 Penalty: 4529.391602
	Iteration 16Q: 3 clusters Score -762217.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -762229.562500 Penalty: 4529.391602
	Iteration 17Q: 3 clusters Score -762229.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -762237.937500 Penalty: 4529.391602
	Iteration 18Q: 3 clusters Score -762237.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -762244.375000 Penalty: 4529.391602
	Iteration 19Q: 3 clusters Score -762244.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -762250.187500 Penalty: 4529.391602
	Iteration 20F: 3 clusters Score -762250.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -762253.875000 Penalty: 4529.391602
	Iteration 21Q: 3 clusters Score -762253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -762259.000000 Penalty: 4529.391602
	Iteration 22Q: 3 clusters Score -762259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -762263.437500 Penalty: 4529.391602
	Iteration 23Q: 3 clusters Score -762263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -762266.500000 Penalty: 4529.391602
	Iteration 24Q: 3 clusters Score -762266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -762270.000000 Penalty: 4529.391602
	Iteration 25Q: 3 clusters Score -762270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -762274.000000 Penalty: 4529.391602
	Iteration 26Q: 3 clusters Score -762274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -762276.562500 Penalty: 4529.391602
	Iteration 27Q: 3 clusters Score -762276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -762279.375000 Penalty: 4529.391602
	Iteration 28Q: 3 clusters Score -762279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -762280.312500 Penalty: 4529.391602
	Iteration 29Q: 3 clusters Score -762280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -762282.375000 Penalty: 4529.391602
	Iteration 30Q: 3 clusters Score -762282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -762282.062500 Penalty: 4529.391602
	Iteration 31Q: 3 clusters Score -762282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -762283.500000 Penalty: 4529.391602
	Iteration 32Q: 3 clusters Score -762283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -762285.375000 Penalty: 4529.391602
	Iteration 33Q: 3 clusters Score -762285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -762285.437500 Penalty: 4529.391602
	Iteration 34Q: 3 clusters Score -762285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -762286.312500 Penalty: 4529.391602
	Iteration 35Q: 3 clusters Score -762286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -762286.625000 Penalty: 4529.391602
	Iteration 36Q: 3 clusters Score -762286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -762286.625000 Penalty: 4529.391602
	Iteration 37Q: 3 clusters Score -762286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -762286.625000 Penalty: 4529.391602
	Iteration 38F: 3 clusters Score -762286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Entering Unmasked Estep 
Score: -1217085.625000 Penalty: 2379.540771
	Iteration 0F: 2 clusters Score -1217086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1206380.000000 Penalty: 4759.081543
	Iteration 0F: 3 clusters Score -1206380 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1209772.750000 Penalty: 4759.081543
	Iteration 1F: 3 clusters Score -1209773 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1210193.375000 Penalty: 4759.081543
	Iteration 2F: 3 clusters Score -1210193 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1210617.500000 Penalty: 4759.081543
	Iteration 3F: 3 clusters Score -1210618 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1211055.250000 Penalty: 4759.081543
	Iteration 4F: 3 clusters Score -1211055 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1211508.875000 Penalty: 4759.081543
	Iteration 5Q: 3 clusters Score -1211509 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1212074.875000 Penalty: 4759.081543
	Iteration 6F: 3 clusters Score -1212075 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1212711.125000 Penalty: 4759.081543
	Iteration 7F: 3 clusters Score -1212711 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1213310.500000 Penalty: 4759.081543
	Iteration 8F: 3 clusters Score -1213310 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1213791.750000 Penalty: 4759.081543
	Iteration 9Q: 3 clusters Score -1213792 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1214157.875000 Penalty: 4759.081543
	Iteration 10Q: 3 clusters Score -1214158 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1214426.750000 Penalty: 4759.081543
	Iteration 11Q: 3 clusters Score -1214427 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1214606.250000 Penalty: 4759.081543
	Iteration 12Q: 3 clusters Score -1214606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1214729.000000 Penalty: 4759.081543
	Iteration 13Q: 3 clusters Score -1214729 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1214833.875000 Penalty: 4759.081543
	Iteration 14Q: 3 clusters Score -1214834 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1214920.250000 Penalty: 4759.081543
	Iteration 15Q: 3 clusters Score -1214920 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1215017.125000 Penalty: 4759.081543
	Iteration 16Q: 3 clusters Score -1215017 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1215111.875000 Penalty: 4759.081543
	Iteration 17Q: 3 clusters Score -1215112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1215214.125000 Penalty: 4759.081543
	Iteration 18Q: 3 clusters Score -1215214 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1215313.250000 Penalty: 4759.081543
	Iteration 19Q: 3 clusters Score -1215313 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1215410.625000 Penalty: 4759.081543
	Iteration 20F: 3 clusters Score -1215411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1215503.750000 Penalty: 4759.081543
	Iteration 21Q: 3 clusters Score -1215504 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1215592.125000 Penalty: 4759.081543
	Iteration 22Q: 3 clusters Score -1215592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1215662.375000 Penalty: 4759.081543
	Iteration 23Q: 3 clusters Score -1215662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1215718.000000 Penalty: 4759.081543
	Iteration 24Q: 3 clusters Score -1215718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1215770.000000 Penalty: 4759.081543
	Iteration 25Q: 3 clusters Score -1215770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1215809.250000 Penalty: 4759.081543
	Iteration 26Q: 3 clusters Score -1215809 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1215842.875000 Penalty: 4759.081543
	Iteration 27Q: 3 clusters Score -1215843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1215871.000000 Penalty: 4759.081543
	Iteration 28Q: 3 clusters Score -1215871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1215902.375000 Penalty: 4759.081543
	Iteration 29Q: 3 clusters Score -1215902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1215920.500000 Penalty: 4759.081543
	Iteration 30Q: 3 clusters Score -1215920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1215929.375000 Penalty: 4759.081543
	Iteration 31Q: 3 clusters Score -1215929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1215948.000000 Penalty: 4759.081543
	Iteration 32Q: 3 clusters Score -1215948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1215950.250000 Penalty: 4759.081543
	Iteration 33Q: 3 clusters Score -1215950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1215958.000000 Penalty: 4759.081543
	Iteration 34Q: 3 clusters Score -1215958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1215960.250000 Penalty: 4759.081543
	Iteration 35Q: 3 clusters Score -1215960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1215965.500000 Penalty: 4759.081543
	Iteration 36Q: 3 clusters Score -1215966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1215967.750000 Penalty: 4759.081543
	Iteration 37Q: 3 clusters Score -1215968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1215969.875000 Penalty: 4759.081543
	Iteration 38Q: 3 clusters Score -1215970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1215970.500000 Penalty: 4759.081543
	Iteration 39Q: 3 clusters Score -1215970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1215974.750000 Penalty: 4759.081543
	Iteration 40F: 3 clusters Score -1215975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1215980.375000 Penalty: 4759.081543
	Iteration 41Q: 3 clusters Score -1215980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1215981.500000 Penalty: 4759.081543
	Iteration 42Q: 3 clusters Score -1215982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1215980.625000 Penalty: 4759.081543
	Iteration 43Q: 3 clusters Score -1215981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1215983.625000 Penalty: 4759.081543
	Iteration 44Q: 3 clusters Score -1215984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1215984.750000 Penalty: 4759.081543
	Iteration 45Q: 3 clusters Score -1215985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1215984.500000 Penalty: 4759.081543
	Iteration 46Q: 3 clusters Score -1215984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1215988.125000 Penalty: 4759.081543
	Iteration 47Q: 3 clusters Score -1215988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1215989.500000 Penalty: 4759.081543
	Iteration 48Q: 3 clusters Score -1215990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1215989.250000 Penalty: 4759.081543
	Iteration 49Q: 3 clusters Score -1215989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1215991.375000 Penalty: 4759.081543
	Iteration 50Q: 3 clusters Score -1215991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1215986.000000 Penalty: 4759.081543
	Iteration 51Q: 3 clusters Score -1215986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1215987.500000 Penalty: 4759.081543
	Iteration 52Q: 3 clusters Score -1215988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1215990.750000 Penalty: 4759.081543
	Iteration 53Q: 3 clusters Score -1215991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1215991.875000 Penalty: 4759.081543
	Iteration 54Q: 3 clusters Score -1215992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1215994.750000 Penalty: 4759.081543
	Iteration 55Q: 3 clusters Score -1215995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1215996.000000 Penalty: 4759.081543
	Iteration 56Q: 3 clusters Score -1215996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1215996.875000 Penalty: 4759.081543
	Iteration 57Q: 3 clusters Score -1215997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1215997.625000 Penalty: 4759.081543
	Iteration 58Q: 3 clusters Score -1215998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1215997.375000 Penalty: 4759.081543
	Iteration 59Q: 3 clusters Score -1215997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1216000.375000 Penalty: 4759.081543
	Iteration 60F: 3 clusters Score -1216000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1215998.375000 Penalty: 4759.081543
	Iteration 61Q: 3 clusters Score -1215998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1215997.625000 Penalty: 4759.081543
	Iteration 62Q: 3 clusters Score -1215998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1215998.000000 Penalty: 4759.081543
	Iteration 63Q: 3 clusters Score -1215998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1215999.125000 Penalty: 4759.081543
	Iteration 64Q: 3 clusters Score -1215999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1216001.250000 Penalty: 4759.081543
	Iteration 65Q: 3 clusters Score -1216001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1216000.625000 Penalty: 4759.081543
	Iteration 66Q: 3 clusters Score -1216001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1216002.375000 Penalty: 4759.081543
	Iteration 67Q: 3 clusters Score -1216002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1216002.250000 Penalty: 4759.081543
	Iteration 68Q: 3 clusters Score -1216002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1216005.000000 Penalty: 4759.081543
	Iteration 69Q: 3 clusters Score -1216005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1216004.750000 Penalty: 4759.081543
	Iteration 70Q: 3 clusters Score -1216005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1216005.250000 Penalty: 4759.081543
	Iteration 71Q: 3 clusters Score -1216005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1216005.250000 Penalty: 4759.081543
	Iteration 72F: 3 clusters Score -1216005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -53530.328125 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -53530.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51858.656250 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -51858.66 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52057.851562 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -52057.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52131.203125 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -52131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52149.125000 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -52149.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52158.132812 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -52158.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -52163.828125 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -52163.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52171.613281 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -52171.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52180.054688 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -52180.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52181.980469 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -52181.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52182.550781 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -52182.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52182.550781 Penalty: 3223.147949
	Iteration 10F: 3 clusters Score -52182.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 16975 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 9594 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 1299 members 
Mstep: Class 12 contains 21034 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 38198 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 49621 members 
Mstep: Class 19 contains 20127 members 
Mstep: Class 20 contains 15908 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 6611 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 61699 members 
Mstep: Class 31 contains 57477 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 16389 members 
Mstep: Class 34 contains 5901 members 
Mstep: Class 35 contains 16748 members 
Mstep: Class 36 contains 9245 members 
Mstep: Class 37 contains 14690 members 
Mstep: Class 38 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51146028.000000 Penalty: 162794.703125
Iteration 79Q: 50 clusters Score -5.114603e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 22419 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 16911 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 21064 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 3684 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 38154 members 
Mstep: Class 17 contains 60633 members 
Mstep: Class 18 contains 49945 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 15866 members 
Mstep: Class 21 contains 7012 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 13802 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 1991 members 
Mstep: Class 29 contains 13737 members 
Mstep: Class 30 contains 61371 members 
Mstep: Class 31 contains 57671 members 
Mstep: Class 32 contains 1140 members 
Mstep: Class 33 contains 16289 members 
Mstep: Class 34 contains 6084 members 
Mstep: Class 35 contains 16546 members 
Mstep: Class 36 contains 9233 members 
Mstep: Class 37 contains 14866 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8353 members 
Mstep: Class 40 contains 1511 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1553 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 21654 members 
Mstep: Class 45 contains 4212 members 
Mstep: Class 46 contains 1982 members 
Mstep: Class 47 contains 21597 members 
Mstep: Class 48 contains 900 members 
Mstep: Class 49 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51151812.000000 Penalty: 162794.703125
Iteration 80F: 50 clusters Score -5.115181e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 22301 members 
Mstep: Class 4 contains 9757 members 
Mstep: Class 5 contains 16731 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 21004 members 
Mstep: Class 13 contains 3475 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 60590 members 
Mstep: Class 18 contains 50096 members 
Mstep: Class 19 contains 21372 members 
Mstep: Class 20 contains 15811 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 1763 members 
Mstep: Class 23 contains 13966 members 
Mstep: Class 24 contains 2861 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 6539 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 1986 members 
Mstep: Class 29 contains 13664 members 
Mstep: Class 30 contains 61214 members 
Mstep: Class 31 contains 57640 members 
Mstep: Class 32 contains 1137 members 
Mstep: Class 33 contains 16202 members 
Mstep: Class 34 contains 6091 members 
Mstep: Class 35 contains 16369 members 
Mstep: Class 36 contains 9258 members 
Mstep: Class 37 contains 14725 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8465 members 
Mstep: Class 40 contains 1694 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 1551 members 
Mstep: Class 43 contains 10788 members 
Mstep: Class 44 contains 21673 members 
Mstep: Class 45 contains 4332 members 
Mstep: Class 46 contains 2171 members 
Mstep: Class 47 contains 21691 members 
Mstep: Class 48 contains 1017 members 
Mstep: Class 49 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51153808.000000 Penalty: 162794.703125
Iteration 81Q: 50 clusters Score -5.115381e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 22213 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 16596 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 9501 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 20943 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 9514 members 
Mstep: Class 16 contains 37808 members 
Mstep: Class 17 contains 60393 members 
Mstep: Class 18 contains 50323 members 
Mstep: Class 19 contains 21634 members 
Mstep: Class 20 contains 15763 members 
Mstep: Class 21 contains 7090 members 
Mstep: Class 22 contains 1755 members 
Mstep: Class 23 contains 14105 members 
Mstep: Class 24 contains 2861 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 6496 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 1976 members 
Mstep: Class 29 contains 13627 members 
Mstep: Class 30 contains 61143 members 
Mstep: Class 31 contains 57629 members 
Mstep: Class 32 contains 1135 members 
Mstep: Class 33 contains 16141 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 16268 members 
Mstep: Class 36 contains 9291 members 
Mstep: Class 37 contains 14644 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8511 members 
Mstep: Class 40 contains 1812 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 1551 members 
Mstep: Class 43 contains 10699 members 
Mstep: Class 44 contains 21660 members 
Mstep: Class 45 contains 4380 members 
Mstep: Class 46 contains 2309 members 
Mstep: Class 47 contains 21709 members 
Mstep: Class 48 contains 1070 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51154928.000000 Penalty: 162794.703125
Iteration 82Q: 50 clusters Score -5.115493e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 22141 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 16475 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 20918 members 
Mstep: Class 13 contains 3450 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 37650 members 
Mstep: Class 17 contains 60118 members 
Mstep: Class 18 contains 50572 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 15738 members 
Mstep: Class 21 contains 7132 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 14196 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 1980 members 
Mstep: Class 29 contains 13595 members 
Mstep: Class 30 contains 61110 members 
Mstep: Class 31 contains 57617 members 
Mstep: Class 32 contains 1134 members 
Mstep: Class 33 contains 16108 members 
Mstep: Class 34 contains 6124 members 
Mstep: Class 35 contains 16206 members 
Mstep: Class 36 contains 9320 members 
Mstep: Class 37 contains 14588 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8545 members 
Mstep: Class 40 contains 1899 members 
Mstep: Class 41 contains 1855 members 
Mstep: Class 42 contains 1549 members 
Mstep: Class 43 contains 10621 members 
Mstep: Class 44 contains 21659 members 
Mstep: Class 45 contains 4397 members 
Mstep: Class 46 contains 2395 members 
Mstep: Class 47 contains 21731 members 
Mstep: Class 48 contains 1108 members 
Mstep: Class 49 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51155780.000000 Penalty: 162794.703125
Iteration 83Q: 50 clusters Score -5.115578e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 3 contains 22097 members 
Mstep: Class 4 contains 9736 members 
Mstep: Class 5 contains 16394 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 747 members 
Mstep: Class 9 contains 6228 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 12 contains 20897 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 9486 members 
Mstep: Class 16 contains 37499 members 
Mstep: Class 17 contains 59820 members 
Mstep: Class 18 contains 50844 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 15711 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 14266 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 1980 members 
Mstep: Class 29 contains 13565 members 
Mstep: Class 30 contains 61100 members 
Mstep: Class 31 contains 57628 members 
Mstep: Class 32 contains 1133 members 
Mstep: Class 33 contains 16079 members 
Mstep: Class 34 contains 6141 members 
Mstep: Class 35 contains 16161 members 
Mstep: Class 36 contains 9347 members 
Mstep: Class 37 contains 14522 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8562 members 
Mstep: Class 40 contains 1944 members 
Mstep: Class 41 contains 1853 members 
Mstep: Class 42 contains 1545 members 
Mstep: Class 43 contains 10563 members 
Mstep: Class 44 contains 21659 members 
Mstep: Class 45 contains 4409 members 
Mstep: Class 46 contains 2451 members 
Mstep: Class 47 contains 21762 members 
Mstep: Class 48 contains 1134 members 
Mstep: Class 49 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156180.000000 Penalty: 162794.703125
Iteration 84Q: 50 clusters Score -5.115618e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 3 contains 22065 members 
Mstep: Class 4 contains 9733 members 
Mstep: Class 5 contains 16333 members 
Mstep: Class 6 contains 3528 members 
Mstep: Class 7 contains 9454 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20879 members 
Mstep: Class 13 contains 3415 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 9484 members 
Mstep: Class 16 contains 37360 members 
Mstep: Class 17 contains 59523 members 
Mstep: Class 18 contains 51120 members 
Mstep: Class 19 contains 22030 members 
Mstep: Class 20 contains 15688 members 
Mstep: Class 21 contains 7225 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 14340 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 6451 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 1977 members 
Mstep: Class 29 contains 13540 members 
Mstep: Class 30 contains 61082 members 
Mstep: Class 31 contains 57609 members 
Mstep: Class 32 contains 1132 members 
Mstep: Class 33 contains 16063 members 
Mstep: Class 34 contains 6147 members 
Mstep: Class 35 contains 16154 members 
Mstep: Class 36 contains 9375 members 
Mstep: Class 37 contains 14461 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8574 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 1850 members 
Mstep: Class 42 contains 1545 members 
Mstep: Class 43 contains 10523 members 
Mstep: Class 44 contains 21657 members 
Mstep: Class 45 contains 4419 members 
Mstep: Class 46 contains 2494 members 
Mstep: Class 47 contains 21782 members 
Mstep: Class 48 contains 1177 members 
Mstep: Class 49 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156296.000000 Penalty: 162794.703125
Iteration 85Q: 50 clusters Score -5.11563e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 22038 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 16270 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 9440 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20862 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 9477 members 
Mstep: Class 16 contains 37239 members 
Mstep: Class 17 contains 59239 members 
Mstep: Class 18 contains 51388 members 
Mstep: Class 19 contains 22114 members 
Mstep: Class 20 contains 15664 members 
Mstep: Class 21 contains 7259 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 6462 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13520 members 
Mstep: Class 30 contains 61071 members 
Mstep: Class 31 contains 57588 members 
Mstep: Class 32 contains 1132 members 
Mstep: Class 33 contains 16038 members 
Mstep: Class 34 contains 6145 members 
Mstep: Class 35 contains 16142 members 
Mstep: Class 36 contains 9397 members 
Mstep: Class 37 contains 14405 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8577 members 
Mstep: Class 40 contains 1997 members 
Mstep: Class 41 contains 1850 members 
Mstep: Class 42 contains 1546 members 
Mstep: Class 43 contains 10499 members 
Mstep: Class 44 contains 21657 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2539 members 
Mstep: Class 47 contains 21814 members 
Mstep: Class 48 contains 1211 members 
Mstep: Class 49 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156520.000000 Penalty: 162794.703125
Iteration 86Q: 50 clusters Score -5.115652e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 22020 members 
Mstep: Class 4 contains 9727 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 3525 members 
Mstep: Class 7 contains 9429 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20857 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 9451 members 
Mstep: Class 16 contains 37123 members 
Mstep: Class 17 contains 58981 members 
Mstep: Class 18 contains 51639 members 
Mstep: Class 19 contains 22154 members 
Mstep: Class 20 contains 15645 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 14431 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 1976 members 
Mstep: Class 29 contains 13501 members 
Mstep: Class 30 contains 61072 members 
Mstep: Class 31 contains 57598 members 
Mstep: Class 32 contains 1131 members 
Mstep: Class 33 contains 16025 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 16128 members 
Mstep: Class 36 contains 9413 members 
Mstep: Class 37 contains 14360 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8582 members 
Mstep: Class 40 contains 2019 members 
Mstep: Class 41 contains 1852 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10481 members 
Mstep: Class 44 contains 21659 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2566 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1235 members 
Mstep: Class 49 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156680.000000 Penalty: 162794.703125
Iteration 87Q: 50 clusters Score -5.115668e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 22014 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 16206 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 9426 members 
Mstep: Class 8 contains 782 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20853 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 15 contains 9431 members 
Mstep: Class 16 contains 37007 members 
Mstep: Class 17 contains 58749 members 
Mstep: Class 18 contains 51846 members 
Mstep: Class 19 contains 22185 members 
Mstep: Class 20 contains 15637 members 
Mstep: Class 21 contains 7318 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 14468 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 6464 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 1976 members 
Mstep: Class 29 contains 13487 members 
Mstep: Class 30 contains 61073 members 
Mstep: Class 31 contains 57596 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 16015 members 
Mstep: Class 34 contains 6158 members 
Mstep: Class 35 contains 16117 members 
Mstep: Class 36 contains 9423 members 
Mstep: Class 37 contains 14326 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8585 members 
Mstep: Class 40 contains 2046 members 
Mstep: Class 41 contains 1853 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10464 members 
Mstep: Class 44 contains 21667 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2591 members 
Mstep: Class 47 contains 21853 members 
Mstep: Class 48 contains 1259 members 
Mstep: Class 49 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51156868.000000 Penalty: 162794.703125
Iteration 88Q: 50 clusters Score -5.115687e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 22008 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16189 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 5802 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20847 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 9407 members 
Mstep: Class 16 contains 36903 members 
Mstep: Class 17 contains 58518 members 
Mstep: Class 18 contains 52066 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 15629 members 
Mstep: Class 21 contains 7336 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 14504 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 1976 members 
Mstep: Class 29 contains 13479 members 
Mstep: Class 30 contains 61073 members 
Mstep: Class 31 contains 57603 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 16004 members 
Mstep: Class 34 contains 6163 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9427 members 
Mstep: Class 37 contains 14306 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8588 members 
Mstep: Class 40 contains 2068 members 
Mstep: Class 41 contains 1854 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10453 members 
Mstep: Class 44 contains 21672 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2606 members 
Mstep: Class 47 contains 21859 members 
Mstep: Class 48 contains 1283 members 
Mstep: Class 49 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157056.000000 Penalty: 162794.703125
Iteration 89Q: 50 clusters Score -5.115706e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 22003 members 
Mstep: Class 4 contains 9721 members 
Mstep: Class 5 contains 16162 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 9415 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 5756 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20842 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 5330 members 
Mstep: Class 15 contains 9378 members 
Mstep: Class 16 contains 36819 members 
Mstep: Class 17 contains 58287 members 
Mstep: Class 18 contains 52293 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 20 contains 15628 members 
Mstep: Class 21 contains 7363 members 
Mstep: Class 22 contains 1735 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 6460 members 
Mstep: Class 27 contains 1330 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13472 members 
Mstep: Class 30 contains 61055 members 
Mstep: Class 31 contains 57612 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 16002 members 
Mstep: Class 34 contains 6162 members 
Mstep: Class 35 contains 16115 members 
Mstep: Class 36 contains 9431 members 
Mstep: Class 37 contains 14273 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8591 members 
Mstep: Class 40 contains 2086 members 
Mstep: Class 41 contains 1851 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10444 members 
Mstep: Class 44 contains 21675 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2626 members 
Mstep: Class 47 contains 21871 members 
Mstep: Class 48 contains 1320 members 
Mstep: Class 49 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157436.000000 Penalty: 162794.703125
Iteration 90Q: 50 clusters Score -5.115744e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 21997 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 16139 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 5706 members 
Mstep: Class 10 contains 3090 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20828 members 
Mstep: Class 13 contains 3370 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 36749 members 
Mstep: Class 17 contains 58065 members 
Mstep: Class 18 contains 52517 members 
Mstep: Class 19 contains 22236 members 
Mstep: Class 20 contains 15615 members 
Mstep: Class 21 contains 7378 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 2855 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 6468 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13468 members 
Mstep: Class 30 contains 61051 members 
Mstep: Class 31 contains 57618 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 16002 members 
Mstep: Class 34 contains 6162 members 
Mstep: Class 35 contains 16097 members 
Mstep: Class 36 contains 9437 members 
Mstep: Class 37 contains 14256 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8590 members 
Mstep: Class 40 contains 2092 members 
Mstep: Class 41 contains 1849 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10439 members 
Mstep: Class 44 contains 21682 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2642 members 
Mstep: Class 47 contains 21872 members 
Mstep: Class 48 contains 1352 members 
Mstep: Class 49 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157652.000000 Penalty: 162794.703125
Iteration 91Q: 50 clusters Score -5.115765e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 21996 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 16124 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 36689 members 
Mstep: Class 17 contains 57856 members 
Mstep: Class 18 contains 52729 members 
Mstep: Class 19 contains 22251 members 
Mstep: Class 20 contains 15607 members 
Mstep: Class 21 contains 7390 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 14601 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2434 members 
Mstep: Class 26 contains 6479 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13456 members 
Mstep: Class 30 contains 61045 members 
Mstep: Class 31 contains 57620 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 15991 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 16103 members 
Mstep: Class 36 contains 9442 members 
Mstep: Class 37 contains 14244 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8592 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 1845 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10436 members 
Mstep: Class 44 contains 21684 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2658 members 
Mstep: Class 47 contains 21874 members 
Mstep: Class 48 contains 1393 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157584.000000 Penalty: 162794.703125
Iteration 92Q: 50 clusters Score -5.115758e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 21995 members 
Mstep: Class 4 contains 9717 members 
Mstep: Class 5 contains 16111 members 
Mstep: Class 6 contains 3520 members 
Mstep: Class 7 contains 9415 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20799 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 36618 members 
Mstep: Class 17 contains 57655 members 
Mstep: Class 18 contains 52937 members 
Mstep: Class 19 contains 22261 members 
Mstep: Class 20 contains 15586 members 
Mstep: Class 21 contains 7395 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 14629 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13453 members 
Mstep: Class 30 contains 61043 members 
Mstep: Class 31 contains 57625 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 15988 members 
Mstep: Class 34 contains 6160 members 
Mstep: Class 35 contains 16097 members 
Mstep: Class 36 contains 9442 members 
Mstep: Class 37 contains 14234 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8595 members 
Mstep: Class 40 contains 2097 members 
Mstep: Class 41 contains 1844 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10434 members 
Mstep: Class 44 contains 21684 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2678 members 
Mstep: Class 47 contains 21873 members 
Mstep: Class 48 contains 1417 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157552.000000 Penalty: 162794.703125
Iteration 93Q: 50 clusters Score -5.115755e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 21994 members 
Mstep: Class 4 contains 9716 members 
Mstep: Class 5 contains 16098 members 
Mstep: Class 6 contains 3516 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 5598 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20781 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 36550 members 
Mstep: Class 17 contains 57468 members 
Mstep: Class 18 contains 53125 members 
Mstep: Class 19 contains 22277 members 
Mstep: Class 20 contains 15579 members 
Mstep: Class 21 contains 7400 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 14653 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 6497 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13441 members 
Mstep: Class 30 contains 61021 members 
Mstep: Class 31 contains 57628 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 15988 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 16099 members 
Mstep: Class 36 contains 9445 members 
Mstep: Class 37 contains 14225 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8597 members 
Mstep: Class 40 contains 2096 members 
Mstep: Class 41 contains 1843 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10429 members 
Mstep: Class 44 contains 21686 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2700 members 
Mstep: Class 47 contains 21872 members 
Mstep: Class 48 contains 1435 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157640.000000 Penalty: 162794.703125
Iteration 94Q: 50 clusters Score -5.115764e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 21994 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 16086 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20768 members 
Mstep: Class 13 contains 3362 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 9284 members 
Mstep: Class 16 contains 36492 members 
Mstep: Class 17 contains 57270 members 
Mstep: Class 18 contains 53328 members 
Mstep: Class 19 contains 22292 members 
Mstep: Class 20 contains 15567 members 
Mstep: Class 21 contains 7402 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 14664 members 
Mstep: Class 24 contains 2854 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 6508 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1975 members 
Mstep: Class 29 contains 13432 members 
Mstep: Class 30 contains 61004 members 
Mstep: Class 31 contains 57639 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 15985 members 
Mstep: Class 34 contains 6160 members 
Mstep: Class 35 contains 16086 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 14219 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8598 members 
Mstep: Class 40 contains 2103 members 
Mstep: Class 41 contains 1841 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10426 members 
Mstep: Class 44 contains 21685 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2717 members 
Mstep: Class 47 contains 21876 members 
Mstep: Class 48 contains 1457 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157804.000000 Penalty: 162794.703125
Iteration 95Q: 50 clusters Score -5.11578e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 3 contains 21994 members 
Mstep: Class 4 contains 9714 members 
Mstep: Class 5 contains 16076 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20756 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 36444 members 
Mstep: Class 17 contains 57109 members 
Mstep: Class 18 contains 53498 members 
Mstep: Class 19 contains 22296 members 
Mstep: Class 20 contains 15559 members 
Mstep: Class 21 contains 7401 members 
Mstep: Class 22 contains 1733 members 
Mstep: Class 23 contains 14674 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1973 members 
Mstep: Class 29 contains 13427 members 
Mstep: Class 30 contains 61004 members 
Mstep: Class 31 contains 57651 members 
Mstep: Class 32 contains 1130 members 
Mstep: Class 33 contains 15982 members 
Mstep: Class 34 contains 6161 members 
Mstep: Class 35 contains 16085 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 14214 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8599 members 
Mstep: Class 40 contains 2101 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10426 members 
Mstep: Class 44 contains 21685 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2729 members 
Mstep: Class 47 contains 21881 members 
Mstep: Class 48 contains 1477 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157996.000000 Penalty: 162794.703125
Iteration 96Q: 50 clusters Score -5.1158e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 21994 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 16066 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20753 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 15 contains 9256 members 
Mstep: Class 16 contains 36402 members 
Mstep: Class 17 contains 56972 members 
Mstep: Class 18 contains 53645 members 
Mstep: Class 19 contains 22311 members 
Mstep: Class 20 contains 15553 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 6534 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1972 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 61001 members 
Mstep: Class 31 contains 57658 members 
Mstep: Class 32 contains 1129 members 
Mstep: Class 33 contains 15979 members 
Mstep: Class 34 contains 6161 members 
Mstep: Class 35 contains 16070 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14208 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8600 members 
Mstep: Class 40 contains 2101 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10425 members 
Mstep: Class 44 contains 21685 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2737 members 
Mstep: Class 47 contains 21881 members 
Mstep: Class 48 contains 1490 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51157936.000000 Penalty: 162794.703125
Iteration 97Q: 50 clusters Score -5.115794e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 21995 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 16066 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 9416 members 
Mstep: Class 8 contains 838 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20749 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 5486 members 
Mstep: Class 15 contains 9244 members 
Mstep: Class 16 contains 36351 members 
Mstep: Class 17 contains 56850 members 
Mstep: Class 18 contains 53767 members 
Mstep: Class 19 contains 22308 members 
Mstep: Class 20 contains 15551 members 
Mstep: Class 21 contains 7400 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14705 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1972 members 
Mstep: Class 29 contains 13413 members 
Mstep: Class 30 contains 60993 members 
Mstep: Class 31 contains 57671 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15982 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16064 members 
Mstep: Class 36 contains 9450 members 
Mstep: Class 37 contains 14203 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8601 members 
Mstep: Class 40 contains 2102 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10422 members 
Mstep: Class 44 contains 21686 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2744 members 
Mstep: Class 47 contains 21874 members 
Mstep: Class 48 contains 1507 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158092.000000 Penalty: 162794.703125
Iteration 98Q: 50 clusters Score -5.115809e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 21993 members 
Mstep: Class 4 contains 9717 members 
Mstep: Class 5 contains 16063 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 5426 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20741 members 
Mstep: Class 13 contains 3352 members 
Mstep: Class 14 contains 5488 members 
Mstep: Class 15 contains 9217 members 
Mstep: Class 16 contains 36306 members 
Mstep: Class 17 contains 56737 members 
Mstep: Class 18 contains 53896 members 
Mstep: Class 19 contains 22307 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 7403 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 6558 members 
Mstep: Class 27 contains 1331 members 
Mstep: Class 28 contains 1972 members 
Mstep: Class 29 contains 13413 members 
Mstep: Class 30 contains 60983 members 
Mstep: Class 31 contains 57680 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15990 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16067 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14200 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8602 members 
Mstep: Class 40 contains 2106 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10419 members 
Mstep: Class 44 contains 21685 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2749 members 
Mstep: Class 47 contains 21861 members 
Mstep: Class 48 contains 1524 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158192.000000 Penalty: 162794.703125
Iteration 99Q: 50 clusters Score -5.115819e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 16063 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20734 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 5490 members 
Mstep: Class 15 contains 9186 members 
Mstep: Class 16 contains 36242 members 
Mstep: Class 17 contains 56623 members 
Mstep: Class 18 contains 54022 members 
Mstep: Class 19 contains 22305 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 7407 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 2508 members 
Mstep: Class 26 contains 6563 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1970 members 
Mstep: Class 29 contains 13414 members 
Mstep: Class 30 contains 60981 members 
Mstep: Class 31 contains 57691 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15993 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16078 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14198 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8604 members 
Mstep: Class 40 contains 2109 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10418 members 
Mstep: Class 44 contains 21687 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2751 members 
Mstep: Class 47 contains 21854 members 
Mstep: Class 48 contains 1535 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158408.000000 Penalty: 162794.703125
Iteration 100F: 50 clusters Score -5.115841e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 21980 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16061 members 
Mstep: Class 6 contains 3510 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20735 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 5496 members 
Mstep: Class 15 contains 9172 members 
Mstep: Class 16 contains 36188 members 
Mstep: Class 17 contains 56520 members 
Mstep: Class 18 contains 54122 members 
Mstep: Class 19 contains 22303 members 
Mstep: Class 20 contains 15544 members 
Mstep: Class 21 contains 7409 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14741 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 6575 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1968 members 
Mstep: Class 29 contains 13412 members 
Mstep: Class 30 contains 60978 members 
Mstep: Class 31 contains 57696 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15991 members 
Mstep: Class 34 contains 6166 members 
Mstep: Class 35 contains 16085 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14197 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8606 members 
Mstep: Class 40 contains 2109 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10417 members 
Mstep: Class 44 contains 21689 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2753 members 
Mstep: Class 47 contains 21846 members 
Mstep: Class 48 contains 1550 members 
Mstep: Class 49 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158416.000000 Penalty: 162794.703125
Iteration 101Q: 50 clusters Score -5.115842e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 21979 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16058 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 9416 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20727 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 5504 members 
Mstep: Class 15 contains 9144 members 
Mstep: Class 16 contains 36144 members 
Mstep: Class 17 contains 56436 members 
Mstep: Class 18 contains 54217 members 
Mstep: Class 19 contains 22304 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 7411 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14746 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 2522 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1966 members 
Mstep: Class 29 contains 13412 members 
Mstep: Class 30 contains 60971 members 
Mstep: Class 31 contains 57698 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15988 members 
Mstep: Class 34 contains 6167 members 
Mstep: Class 35 contains 16090 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14196 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8606 members 
Mstep: Class 40 contains 2106 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10417 members 
Mstep: Class 44 contains 21695 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2753 members 
Mstep: Class 47 contains 21843 members 
Mstep: Class 48 contains 1561 members 
Mstep: Class 49 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158468.000000 Penalty: 162794.703125
Iteration 102Q: 50 clusters Score -5.115847e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 21980 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 16054 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20727 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 5509 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 36110 members 
Mstep: Class 17 contains 56357 members 
Mstep: Class 18 contains 54321 members 
Mstep: Class 19 contains 22303 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 7413 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14751 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2531 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1964 members 
Mstep: Class 29 contains 13412 members 
Mstep: Class 30 contains 60960 members 
Mstep: Class 31 contains 57704 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15986 members 
Mstep: Class 34 contains 6167 members 
Mstep: Class 35 contains 16092 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 14194 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8607 members 
Mstep: Class 40 contains 2102 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10417 members 
Mstep: Class 44 contains 21696 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2753 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1578 members 
Mstep: Class 49 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158564.000000 Penalty: 162794.703125
Iteration 103Q: 50 clusters Score -5.115856e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16052 members 
Mstep: Class 6 contains 3507 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20721 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 9075 members 
Mstep: Class 16 contains 36080 members 
Mstep: Class 17 contains 56256 members 
Mstep: Class 18 contains 54433 members 
Mstep: Class 19 contains 22302 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14755 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2546 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 13410 members 
Mstep: Class 30 contains 60956 members 
Mstep: Class 31 contains 57701 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15985 members 
Mstep: Class 34 contains 6166 members 
Mstep: Class 35 contains 16097 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8608 members 
Mstep: Class 40 contains 2104 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10417 members 
Mstep: Class 44 contains 21698 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2753 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1592 members 
Mstep: Class 49 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158632.000000 Penalty: 162794.703125
Iteration 104Q: 50 clusters Score -5.115863e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 7378 members 
Mstep: Class 3 contains 21974 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16046 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20719 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 5519 members 
Mstep: Class 15 contains 9051 members 
Mstep: Class 16 contains 36047 members 
Mstep: Class 17 contains 56182 members 
Mstep: Class 18 contains 54509 members 
Mstep: Class 19 contains 22308 members 
Mstep: Class 20 contains 15536 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14759 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2549 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 13408 members 
Mstep: Class 30 contains 60954 members 
Mstep: Class 31 contains 57701 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15984 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16087 members 
Mstep: Class 36 contains 9450 members 
Mstep: Class 37 contains 14193 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8609 members 
Mstep: Class 40 contains 2109 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10417 members 
Mstep: Class 44 contains 21711 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2754 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1609 members 
Mstep: Class 49 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158652.000000 Penalty: 162794.703125
Iteration 105Q: 50 clusters Score -5.115865e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21970 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16044 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20715 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 36015 members 
Mstep: Class 17 contains 56107 members 
Mstep: Class 18 contains 54585 members 
Mstep: Class 19 contains 22311 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14760 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1963 members 
Mstep: Class 29 contains 13405 members 
Mstep: Class 30 contains 60949 members 
Mstep: Class 31 contains 57699 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15978 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16090 members 
Mstep: Class 36 contains 9449 members 
Mstep: Class 37 contains 14193 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8611 members 
Mstep: Class 40 contains 2108 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10418 members 
Mstep: Class 44 contains 21720 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2756 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1620 members 
Mstep: Class 49 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158616.000000 Penalty: 162794.703125
Iteration 106Q: 50 clusters Score -5.115862e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 3 contains 21969 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16041 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20713 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 9011 members 
Mstep: Class 16 contains 35977 members 
Mstep: Class 17 contains 56031 members 
Mstep: Class 18 contains 54662 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15543 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14760 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2555 members 
Mstep: Class 26 contains 6596 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1963 members 
Mstep: Class 29 contains 13404 members 
Mstep: Class 30 contains 60944 members 
Mstep: Class 31 contains 57703 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15977 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 16091 members 
Mstep: Class 36 contains 9448 members 
Mstep: Class 37 contains 14193 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8611 members 
Mstep: Class 40 contains 2112 members 
Mstep: Class 41 contains 1837 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10417 members 
Mstep: Class 44 contains 21726 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2761 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1629 members 
Mstep: Class 49 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158616.000000 Penalty: 162794.703125
Iteration 107Q: 50 clusters Score -5.115862e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21968 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16040 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20707 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 5529 members 
Mstep: Class 15 contains 8999 members 
Mstep: Class 16 contains 35948 members 
Mstep: Class 17 contains 55973 members 
Mstep: Class 18 contains 54724 members 
Mstep: Class 19 contains 22314 members 
Mstep: Class 20 contains 15545 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 2558 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1963 members 
Mstep: Class 29 contains 13406 members 
Mstep: Class 30 contains 60939 members 
Mstep: Class 31 contains 57703 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15969 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16091 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 14193 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8612 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1837 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10415 members 
Mstep: Class 44 contains 21730 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2764 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1632 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158652.000000 Penalty: 162794.703125
Iteration 108Q: 50 clusters Score -5.115865e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21966 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20701 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 5531 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 35915 members 
Mstep: Class 17 contains 55921 members 
Mstep: Class 18 contains 54789 members 
Mstep: Class 19 contains 22314 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 13406 members 
Mstep: Class 30 contains 60942 members 
Mstep: Class 31 contains 57706 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15965 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 16095 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8613 members 
Mstep: Class 40 contains 2116 members 
Mstep: Class 41 contains 1837 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10414 members 
Mstep: Class 44 contains 21732 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2769 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1638 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158664.000000 Penalty: 162794.703125
Iteration 109Q: 50 clusters Score -5.115866e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21964 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 877 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20697 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 5533 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 35884 members 
Mstep: Class 17 contains 55880 members 
Mstep: Class 18 contains 54840 members 
Mstep: Class 19 contains 22312 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 6604 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13406 members 
Mstep: Class 30 contains 60939 members 
Mstep: Class 31 contains 57712 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 15963 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 16097 members 
Mstep: Class 36 contains 9443 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8615 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1837 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10413 members 
Mstep: Class 44 contains 21733 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2774 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1636 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158740.000000 Penalty: 162794.703125
Iteration 110Q: 50 clusters Score -5.115874e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21961 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 879 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20694 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 8950 members 
Mstep: Class 16 contains 35857 members 
Mstep: Class 17 contains 55844 members 
Mstep: Class 18 contains 54875 members 
Mstep: Class 19 contains 22311 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2563 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13404 members 
Mstep: Class 30 contains 60933 members 
Mstep: Class 31 contains 57716 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15963 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 16097 members 
Mstep: Class 36 contains 9443 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8617 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10412 members 
Mstep: Class 44 contains 21735 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2778 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1649 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158808.000000 Penalty: 162794.703125
Iteration 111Q: 50 clusters Score -5.115881e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 21957 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20690 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 5539 members 
Mstep: Class 15 contains 8931 members 
Mstep: Class 16 contains 35824 members 
Mstep: Class 17 contains 55809 members 
Mstep: Class 18 contains 54913 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 7416 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13403 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57719 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15960 members 
Mstep: Class 34 contains 6164 members 
Mstep: Class 35 contains 16097 members 
Mstep: Class 36 contains 9443 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10410 members 
Mstep: Class 44 contains 21741 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2788 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1656 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158852.000000 Penalty: 162794.703125
Iteration 112Q: 50 clusters Score -5.115885e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 7375 members 
Mstep: Class 3 contains 21957 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20680 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 15 contains 8908 members 
Mstep: Class 16 contains 35792 members 
Mstep: Class 17 contains 55786 members 
Mstep: Class 18 contains 54950 members 
Mstep: Class 19 contains 22315 members 
Mstep: Class 20 contains 15544 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13401 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57718 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15959 members 
Mstep: Class 34 contains 6162 members 
Mstep: Class 35 contains 16102 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 2116 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10409 members 
Mstep: Class 44 contains 21744 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2797 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1671 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158896.000000 Penalty: 162794.703125
Iteration 113Q: 50 clusters Score -5.11589e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20669 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 5545 members 
Mstep: Class 15 contains 8899 members 
Mstep: Class 16 contains 35780 members 
Mstep: Class 17 contains 55759 members 
Mstep: Class 18 contains 54982 members 
Mstep: Class 19 contains 22315 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 6615 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13398 members 
Mstep: Class 30 contains 60927 members 
Mstep: Class 31 contains 57717 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15958 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 16106 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10408 members 
Mstep: Class 44 contains 21746 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 2803 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1682 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158804.000000 Penalty: 162794.703125
Iteration 114Q: 50 clusters Score -5.11588e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 7371 members 
Mstep: Class 3 contains 21962 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5240 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20661 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 8886 members 
Mstep: Class 16 contains 35769 members 
Mstep: Class 17 contains 55735 members 
Mstep: Class 18 contains 55013 members 
Mstep: Class 19 contains 22316 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 6616 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13395 members 
Mstep: Class 30 contains 60926 members 
Mstep: Class 31 contains 57720 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15956 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 16110 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 2111 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10408 members 
Mstep: Class 44 contains 21750 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 2812 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1690 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158792.000000 Penalty: 162794.703125
Iteration 115Q: 50 clusters Score -5.115879e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 7371 members 
Mstep: Class 3 contains 21961 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16038 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5236 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20655 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 35762 members 
Mstep: Class 17 contains 55708 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 19 contains 22316 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13391 members 
Mstep: Class 30 contains 60927 members 
Mstep: Class 31 contains 57723 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15955 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 16111 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14192 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 2111 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10407 members 
Mstep: Class 44 contains 21754 members 
Mstep: Class 45 contains 4427 members 
Mstep: Class 46 contains 2825 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1702 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158744.000000 Penalty: 162794.703125
Iteration 116Q: 50 clusters Score -5.115874e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21960 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5234 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20641 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 15 contains 8847 members 
Mstep: Class 16 contains 35751 members 
Mstep: Class 17 contains 55675 members 
Mstep: Class 18 contains 55089 members 
Mstep: Class 19 contains 22314 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 6619 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13389 members 
Mstep: Class 30 contains 60930 members 
Mstep: Class 31 contains 57725 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15953 members 
Mstep: Class 34 contains 6150 members 
Mstep: Class 35 contains 16114 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14191 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2112 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10406 members 
Mstep: Class 44 contains 21757 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2845 members 
Mstep: Class 47 contains 21841 members 
Mstep: Class 48 contains 1708 members 
Mstep: Class 49 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158844.000000 Penalty: 162794.703125
Iteration 117Q: 50 clusters Score -5.115884e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16040 members 
Mstep: Class 6 contains 3502 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20625 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 15 contains 8823 members 
Mstep: Class 16 contains 35737 members 
Mstep: Class 17 contains 55648 members 
Mstep: Class 18 contains 55132 members 
Mstep: Class 19 contains 22314 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6618 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13387 members 
Mstep: Class 30 contains 60929 members 
Mstep: Class 31 contains 57730 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15952 members 
Mstep: Class 34 contains 6150 members 
Mstep: Class 35 contains 16116 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21761 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2870 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1716 members 
Mstep: Class 49 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51158864.000000 Penalty: 162794.703125
Iteration 118Q: 50 clusters Score -5.115886e+07 nChanged 132
Entering ConstructFrom: 
Score: -51158864.000000 Penalty: 162794.703125
Entering ConstructFrom: 
Trying to split cluster 1 (43585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Entering Unmasked Estep 
Score: -3622763.500000 Penalty: 2649.252197
	Iteration 0F: 2 clusters Score -3622764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3593222.750000 Penalty: 5298.504395
	Iteration 0F: 3 clusters Score -3593223 nChanged 20063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3604253.750000 Penalty: 5298.504395
	Iteration 1F: 3 clusters Score -3604254 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3604779.000000 Penalty: 5298.504395
	Iteration 2Q: 3 clusters Score -3604779 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3605350.000000 Penalty: 5298.504395
	Iteration 3Q: 3 clusters Score -3605350 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3606106.500000 Penalty: 5298.504395
	Iteration 4Q: 3 clusters Score -3606106 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3607222.500000 Penalty: 5298.504395
	Iteration 5F: 3 clusters Score -3607222 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -3608912.000000 Penalty: 5298.504395
	Iteration 6F: 3 clusters Score -3608912 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -3611026.750000 Penalty: 5298.504395
	Iteration 7F: 3 clusters Score -3611027 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -3613495.000000 Penalty: 5298.504395
	Iteration 8F: 3 clusters Score -3613495 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -3615739.250000 Penalty: 5298.504395
	Iteration 9F: 3 clusters Score -3615739 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -3617598.000000 Penalty: 5298.504395
	Iteration 10Q: 3 clusters Score -3617598 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -3618901.000000 Penalty: 5298.504395
	Iteration 11Q: 3 clusters Score -3618901 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -3619696.750000 Penalty: 5298.504395
	Iteration 12Q: 3 clusters Score -3619697 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -3620111.500000 Penalty: 5298.504395
	Iteration 13Q: 3 clusters Score -3620112 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -3620349.250000 Penalty: 5298.504395
	Iteration 14Q: 3 clusters Score -3620349 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -3620476.500000 Penalty: 5298.504395
	Iteration 15Q: 3 clusters Score -3620476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -3620547.750000 Penalty: 5298.504395
	Iteration 16Q: 3 clusters Score -3620548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -3620586.750000 Penalty: 5298.504395
	Iteration 17Q: 3 clusters Score -3620587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -3620611.500000 Penalty: 5298.504395
	Iteration 18Q: 3 clusters Score -3620612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -3620637.500000 Penalty: 5298.504395
	Iteration 19Q: 3 clusters Score -3620638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -3620659.250000 Penalty: 5298.504395
	Iteration 20F: 3 clusters Score -3620659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -3620670.500000 Penalty: 5298.504395
	Iteration 21Q: 3 clusters Score -3620670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -3620687.000000 Penalty: 5298.504395
	Iteration 22Q: 3 clusters Score -3620687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -3620700.250000 Penalty: 5298.504395
	Iteration 23Q: 3 clusters Score -3620700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -3620705.750000 Penalty: 5298.504395
	Iteration 24Q: 3 clusters Score -3620706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -3620709.750000 Penalty: 5298.504395
	Iteration 25Q: 3 clusters Score -3620710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -3620714.500000 Penalty: 5298.504395
	Iteration 26Q: 3 clusters Score -3620714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -3620714.500000 Penalty: 5298.504395
	Iteration 27F: 3 clusters Score -3620714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -607232.500000 Penalty: 2208.482910
	Iteration 0F: 2 clusters Score -607232.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -601240.750000 Penalty: 4416.965820
	Iteration 0F: 3 clusters Score -601240.8 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -602777.687500 Penalty: 4416.965820
	Iteration 1F: 3 clusters Score -602777.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -603019.687500 Penalty: 4416.965820
	Iteration 2F: 3 clusters Score -603019.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -603188.812500 Penalty: 4416.965820
	Iteration 3F: 3 clusters Score -603188.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -603341.125000 Penalty: 4416.965820
	Iteration 4Q: 3 clusters Score -603341.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -603464.375000 Penalty: 4416.965820
	Iteration 5Q: 3 clusters Score -603464.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -603577.500000 Penalty: 4416.965820
	Iteration 6Q: 3 clusters Score -603577.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -603709.687500 Penalty: 4416.965820
	Iteration 7Q: 3 clusters Score -603709.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -603917.937500 Penalty: 4416.965820
	Iteration 8Q: 3 clusters Score -603917.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -604241.937500 Penalty: 4416.965820
	Iteration 9F: 3 clusters Score -604241.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -604682.812500 Penalty: 4416.965820
	Iteration 10F: 3 clusters Score -604682.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -605078.750000 Penalty: 4416.965820
	Iteration 11F: 3 clusters Score -605078.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -605445.000000 Penalty: 4416.965820
	Iteration 12F: 3 clusters Score -605445 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -605744.250000 Penalty: 4416.965820
	Iteration 13Q: 3 clusters Score -605744.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -605964.625000 Penalty: 4416.965820
	Iteration 14Q: 3 clusters Score -605964.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -606102.437500 Penalty: 4416.965820
	Iteration 15Q: 3 clusters Score -606102.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -606172.750000 Penalty: 4416.965820
	Iteration 16Q: 3 clusters Score -606172.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -606226.562500 Penalty: 4416.965820
	Iteration 17Q: 3 clusters Score -606226.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -606261.000000 Penalty: 4416.965820
	Iteration 18Q: 3 clusters Score -606261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -606282.687500 Penalty: 4416.965820
	Iteration 19Q: 3 clusters Score -606282.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -606299.437500 Penalty: 4416.965820
	Iteration 20F: 3 clusters Score -606299.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -606307.875000 Penalty: 4416.965820
	Iteration 21Q: 3 clusters Score -606307.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -606314.812500 Penalty: 4416.965820
	Iteration 22Q: 3 clusters Score -606314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -606320.500000 Penalty: 4416.965820
	Iteration 23Q: 3 clusters Score -606320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -606323.437500 Penalty: 4416.965820
	Iteration 24Q: 3 clusters Score -606323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -606326.187500 Penalty: 4416.965820
	Iteration 25Q: 3 clusters Score -606326.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -606326.625000 Penalty: 4416.965820
	Iteration 26Q: 3 clusters Score -606326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -606326.062500 Penalty: 4416.965820
	Iteration 27Q: 3 clusters Score -606326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -606325.562500 Penalty: 4416.965820
	Iteration 28Q: 3 clusters Score -606325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -606325.562500 Penalty: 4416.965820
	Iteration 29F: 3 clusters Score -606325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Entering Unmasked Estep 
Score: -1912248.500000 Penalty: 2479.205322
	Iteration 0F: 2 clusters Score -1912248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1896906.750000 Penalty: 4958.410645
	Iteration 0F: 3 clusters Score -1896907 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1902196.250000 Penalty: 4958.410645
	Iteration 1F: 3 clusters Score -1902196 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1902586.000000 Penalty: 4958.410645
	Iteration 2F: 3 clusters Score -1902586 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1902929.750000 Penalty: 4958.410645
	Iteration 3Q: 3 clusters Score -1902930 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1903256.250000 Penalty: 4958.410645
	Iteration 4Q: 3 clusters Score -1903256 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1903613.875000 Penalty: 4958.410645
	Iteration 5Q: 3 clusters Score -1903614 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1904062.125000 Penalty: 4958.410645
	Iteration 6Q: 3 clusters Score -1904062 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1904670.625000 Penalty: 4958.410645
	Iteration 7Q: 3 clusters Score -1904671 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1905468.500000 Penalty: 4958.410645
	Iteration 8F: 3 clusters Score -1905468 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1906363.250000 Penalty: 4958.410645
	Iteration 9F: 3 clusters Score -1906363 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1907251.500000 Penalty: 4958.410645
	Iteration 10F: 3 clusters Score -1907252 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1908048.500000 Penalty: 4958.410645
	Iteration 11Q: 3 clusters Score -1908048 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1908726.625000 Penalty: 4958.410645
	Iteration 12Q: 3 clusters Score -1908727 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1909193.375000 Penalty: 4958.410645
	Iteration 13Q: 3 clusters Score -1909193 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1909527.000000 Penalty: 4958.410645
	Iteration 14Q: 3 clusters Score -1909527 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1909776.375000 Penalty: 4958.410645
	Iteration 15Q: 3 clusters Score -1909776 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1909929.250000 Penalty: 4958.410645
	Iteration 16Q: 3 clusters Score -1909929 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1910040.625000 Penalty: 4958.410645
	Iteration 17Q: 3 clusters Score -1910041 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1910117.125000 Penalty: 4958.410645
	Iteration 18Q: 3 clusters Score -1910117 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1910160.000000 Penalty: 4958.410645
	Iteration 19Q: 3 clusters Score -1910160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1910186.250000 Penalty: 4958.410645
	Iteration 20F: 3 clusters Score -1910186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1910200.250000 Penalty: 4958.410645
	Iteration 21Q: 3 clusters Score -1910200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1910207.750000 Penalty: 4958.410645
	Iteration 22Q: 3 clusters Score -1910208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1910214.625000 Penalty: 4958.410645
	Iteration 23Q: 3 clusters Score -1910215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -1910224.875000 Penalty: 4958.410645
	Iteration 24Q: 3 clusters Score -1910225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1910234.375000 Penalty: 4958.410645
	Iteration 25Q: 3 clusters Score -1910234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1910245.875000 Penalty: 4958.410645
	Iteration 26Q: 3 clusters Score -1910246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -1910250.625000 Penalty: 4958.410645
	Iteration 27Q: 3 clusters Score -1910251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1910258.500000 Penalty: 4958.410645
	Iteration 28Q: 3 clusters Score -1910258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1910263.375000 Penalty: 4958.410645
	Iteration 29Q: 3 clusters Score -1910263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1910262.875000 Penalty: 4958.410645
	Iteration 30Q: 3 clusters Score -1910263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1910264.125000 Penalty: 4958.410645
	Iteration 31Q: 3 clusters Score -1910264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1910267.000000 Penalty: 4958.410645
	Iteration 32Q: 3 clusters Score -1910267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1910263.625000 Penalty: 4958.410645
	Iteration 33Q: 3 clusters Score -1910264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1910269.875000 Penalty: 4958.410645
	Iteration 34Q: 3 clusters Score -1910270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1910270.250000 Penalty: 4958.410645
	Iteration 35Q: 3 clusters Score -1910270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1910267.750000 Penalty: 4958.410645
	Iteration 36Q: 3 clusters Score -1910268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1910267.625000 Penalty: 4958.410645
	Iteration 37Q: 3 clusters Score -1910268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1910272.250000 Penalty: 4958.410645
	Iteration 38Q: 3 clusters Score -1910272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1910269.125000 Penalty: 4958.410645
	Iteration 39Q: 3 clusters Score -1910269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1910271.625000 Penalty: 4958.410645
	Iteration 40F: 3 clusters Score -1910272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1910275.750000 Penalty: 4958.410645
	Iteration 41Q: 3 clusters Score -1910276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1910277.875000 Penalty: 4958.410645
	Iteration 42Q: 3 clusters Score -1910278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1910280.250000 Penalty: 4958.410645
	Iteration 43Q: 3 clusters Score -1910280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1910279.250000 Penalty: 4958.410645
	Iteration 44Q: 3 clusters Score -1910279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1910280.375000 Penalty: 4958.410645
	Iteration 45Q: 3 clusters Score -1910280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1910282.625000 Penalty: 4958.410645
	Iteration 46Q: 3 clusters Score -1910283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1910281.125000 Penalty: 4958.410645
	Iteration 47Q: 3 clusters Score -1910281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -1910279.500000 Penalty: 4958.410645
	Iteration 48Q: 3 clusters Score -1910280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1910280.750000 Penalty: 4958.410645
	Iteration 49Q: 3 clusters Score -1910281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1910280.500000 Penalty: 4958.410645
	Iteration 50Q: 3 clusters Score -1910280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1910280.250000 Penalty: 4958.410645
	Iteration 51Q: 3 clusters Score -1910280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1910282.625000 Penalty: 4958.410645
	Iteration 52Q: 3 clusters Score -1910283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -1910281.875000 Penalty: 4958.410645
	Iteration 53Q: 3 clusters Score -1910282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1910284.250000 Penalty: 4958.410645
	Iteration 54Q: 3 clusters Score -1910284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1910288.250000 Penalty: 4958.410645
	Iteration 55Q: 3 clusters Score -1910288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1910285.750000 Penalty: 4958.410645
	Iteration 56Q: 3 clusters Score -1910286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1910290.125000 Penalty: 4958.410645
	Iteration 57Q: 3 clusters Score -1910290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1910288.375000 Penalty: 4958.410645
	Iteration 58Q: 3 clusters Score -1910288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1910288.375000 Penalty: 4958.410645
	Iteration 59F: 3 clusters Score -1910288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -777282.937500 Penalty: 2277.197754
	Iteration 0F: 2 clusters Score -777282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -769702.812500 Penalty: 4554.395508
	Iteration 0F: 3 clusters Score -769702.8 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -771979.312500 Penalty: 4554.395508
	Iteration 1F: 3 clusters Score -771979.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -772478.812500 Penalty: 4554.395508
	Iteration 2F: 3 clusters Score -772478.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -773046.875000 Penalty: 4554.395508
	Iteration 3F: 3 clusters Score -773046.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -773713.125000 Penalty: 4554.395508
	Iteration 4F: 3 clusters Score -773713.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -774367.812500 Penalty: 4554.395508
	Iteration 5F: 3 clusters Score -774367.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -774915.750000 Penalty: 4554.395508
	Iteration 6F: 3 clusters Score -774915.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -775289.375000 Penalty: 4554.395508
	Iteration 7Q: 3 clusters Score -775289.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -775534.437500 Penalty: 4554.395508
	Iteration 8Q: 3 clusters Score -775534.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -775686.437500 Penalty: 4554.395508
	Iteration 9Q: 3 clusters Score -775686.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -775771.687500 Penalty: 4554.395508
	Iteration 10Q: 3 clusters Score -775771.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -775831.500000 Penalty: 4554.395508
	Iteration 11Q: 3 clusters Score -775831.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -775871.000000 Penalty: 4554.395508
	Iteration 12Q: 3 clusters Score -775871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -775904.437500 Penalty: 4554.395508
	Iteration 13Q: 3 clusters Score -775904.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -775927.875000 Penalty: 4554.395508
	Iteration 14Q: 3 clusters Score -775927.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -775951.312500 Penalty: 4554.395508
	Iteration 15Q: 3 clusters Score -775951.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -775970.375000 Penalty: 4554.395508
	Iteration 16Q: 3 clusters Score -775970.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -775983.000000 Penalty: 4554.395508
	Iteration 17Q: 3 clusters Score -775983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -775989.375000 Penalty: 4554.395508
	Iteration 18Q: 3 clusters Score -775989.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -775998.875000 Penalty: 4554.395508
	Iteration 19Q: 3 clusters Score -775998.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -776006.375000 Penalty: 4554.395508
	Iteration 20F: 3 clusters Score -776006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -776008.812500 Penalty: 4554.395508
	Iteration 21Q: 3 clusters Score -776008.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -776010.875000 Penalty: 4554.395508
	Iteration 22Q: 3 clusters Score -776010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -776012.187500 Penalty: 4554.395508
	Iteration 23Q: 3 clusters Score -776012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -776015.125000 Penalty: 4554.395508
	Iteration 24Q: 3 clusters Score -776015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -776018.812500 Penalty: 4554.395508
	Iteration 25Q: 3 clusters Score -776018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -776020.875000 Penalty: 4554.395508
	Iteration 26Q: 3 clusters Score -776020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -776023.500000 Penalty: 4554.395508
	Iteration 27Q: 3 clusters Score -776023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -776025.187500 Penalty: 4554.395508
	Iteration 28Q: 3 clusters Score -776025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -776025.000000 Penalty: 4554.395508
	Iteration 29Q: 3 clusters Score -776025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -776025.750000 Penalty: 4554.395508
	Iteration 30Q: 3 clusters Score -776025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -776026.375000 Penalty: 4554.395508
	Iteration 31Q: 3 clusters Score -776026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -776027.812500 Penalty: 4554.395508
	Iteration 32Q: 3 clusters Score -776027.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -776027.812500 Penalty: 4554.395508
	Iteration 33F: 3 clusters Score -776027.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Entering Unmasked Estep 
Score: -1340537.125000 Penalty: 2401.329102
	Iteration 0F: 2 clusters Score -1340537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1329031.875000 Penalty: 4802.658203
	Iteration 0F: 3 clusters Score -1329032 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1332770.625000 Penalty: 4802.658203
	Iteration 1F: 3 clusters Score -1332771 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1333295.375000 Penalty: 4802.658203
	Iteration 2F: 3 clusters Score -1333295 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1333798.250000 Penalty: 4802.658203
	Iteration 3F: 3 clusters Score -1333798 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1334290.750000 Penalty: 4802.658203
	Iteration 4F: 3 clusters Score -1334291 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1334768.875000 Penalty: 4802.658203
	Iteration 5F: 3 clusters Score -1334769 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1335325.375000 Penalty: 4802.658203
	Iteration 6F: 3 clusters Score -1335325 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1335851.750000 Penalty: 4802.658203
	Iteration 7F: 3 clusters Score -1335852 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1336342.375000 Penalty: 4802.658203
	Iteration 8Q: 3 clusters Score -1336342 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1336754.500000 Penalty: 4802.658203
	Iteration 9Q: 3 clusters Score -1336754 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1337066.750000 Penalty: 4802.658203
	Iteration 10Q: 3 clusters Score -1337067 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1337317.875000 Penalty: 4802.658203
	Iteration 11Q: 3 clusters Score -1337318 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1337543.375000 Penalty: 4802.658203
	Iteration 12Q: 3 clusters Score -1337543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1337743.500000 Penalty: 4802.658203
	Iteration 13Q: 3 clusters Score -1337744 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1337905.625000 Penalty: 4802.658203
	Iteration 14Q: 3 clusters Score -1337906 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1338008.250000 Penalty: 4802.658203
	Iteration 15Q: 3 clusters Score -1338008 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1338103.625000 Penalty: 4802.658203
	Iteration 16Q: 3 clusters Score -1338104 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1338183.625000 Penalty: 4802.658203
	Iteration 17Q: 3 clusters Score -1338184 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1338261.125000 Penalty: 4802.658203
	Iteration 18Q: 3 clusters Score -1338261 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1338339.375000 Penalty: 4802.658203
	Iteration 19Q: 3 clusters Score -1338339 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1338417.000000 Penalty: 4802.658203
	Iteration 20F: 3 clusters Score -1338417 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1338477.875000 Penalty: 4802.658203
	Iteration 21Q: 3 clusters Score -1338478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1338529.625000 Penalty: 4802.658203
	Iteration 22Q: 3 clusters Score -1338530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1338574.750000 Penalty: 4802.658203
	Iteration 23Q: 3 clusters Score -1338575 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1338612.250000 Penalty: 4802.658203
	Iteration 24Q: 3 clusters Score -1338612 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1338653.375000 Penalty: 4802.658203
	Iteration 25Q: 3 clusters Score -1338653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1338691.500000 Penalty: 4802.658203
	Iteration 26Q: 3 clusters Score -1338692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1338728.125000 Penalty: 4802.658203
	Iteration 27Q: 3 clusters Score -1338728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1338755.500000 Penalty: 4802.658203
	Iteration 28Q: 3 clusters Score -1338756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1338777.375000 Penalty: 4802.658203
	Iteration 29Q: 3 clusters Score -1338777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1338786.125000 Penalty: 4802.658203
	Iteration 30Q: 3 clusters Score -1338786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1338801.750000 Penalty: 4802.658203
	Iteration 31Q: 3 clusters Score -1338802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1338810.625000 Penalty: 4802.658203
	Iteration 32Q: 3 clusters Score -1338811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1338831.375000 Penalty: 4802.658203
	Iteration 33Q: 3 clusters Score -1338831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1338848.375000 Penalty: 4802.658203
	Iteration 34Q: 3 clusters Score -1338848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1338868.500000 Penalty: 4802.658203
	Iteration 35Q: 3 clusters Score -1338868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1338876.875000 Penalty: 4802.658203
	Iteration 36Q: 3 clusters Score -1338877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1338888.750000 Penalty: 4802.658203
	Iteration 37Q: 3 clusters Score -1338889 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1338901.625000 Penalty: 4802.658203
	Iteration 38Q: 3 clusters Score -1338902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1338910.625000 Penalty: 4802.658203
	Iteration 39Q: 3 clusters Score -1338911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1338927.000000 Penalty: 4802.658203
	Iteration 40F: 3 clusters Score -1338927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1338951.375000 Penalty: 4802.658203
	Iteration 41Q: 3 clusters Score -1338951 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1338967.250000 Penalty: 4802.658203
	Iteration 42Q: 3 clusters Score -1338967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1338990.875000 Penalty: 4802.658203
	Iteration 43Q: 3 clusters Score -1338991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1339019.750000 Penalty: 4802.658203
	Iteration 44Q: 3 clusters Score -1339020 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1339059.125000 Penalty: 4802.658203
	Iteration 45Q: 3 clusters Score -1339059 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1339095.125000 Penalty: 4802.658203
	Iteration 46Q: 3 clusters Score -1339095 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1339121.875000 Penalty: 4802.658203
	Iteration 47Q: 3 clusters Score -1339122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1339147.750000 Penalty: 4802.658203
	Iteration 48Q: 3 clusters Score -1339148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1339174.375000 Penalty: 4802.658203
	Iteration 49Q: 3 clusters Score -1339174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1339202.750000 Penalty: 4802.658203
	Iteration 50Q: 3 clusters Score -1339203 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1339238.125000 Penalty: 4802.658203
	Iteration 51Q: 3 clusters Score -1339238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1339263.625000 Penalty: 4802.658203
	Iteration 52Q: 3 clusters Score -1339264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1339293.375000 Penalty: 4802.658203
	Iteration 53Q: 3 clusters Score -1339293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1339330.875000 Penalty: 4802.658203
	Iteration 54Q: 3 clusters Score -1339331 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1339381.250000 Penalty: 4802.658203
	Iteration 55Q: 3 clusters Score -1339381 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1339418.375000 Penalty: 4802.658203
	Iteration 56Q: 3 clusters Score -1339418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1339447.000000 Penalty: 4802.658203
	Iteration 57Q: 3 clusters Score -1339447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1339472.625000 Penalty: 4802.658203
	Iteration 58Q: 3 clusters Score -1339473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1339494.000000 Penalty: 4802.658203
	Iteration 59Q: 3 clusters Score -1339494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1339512.000000 Penalty: 4802.658203
	Iteration 60F: 3 clusters Score -1339512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1339519.750000 Penalty: 4802.658203
	Iteration 61Q: 3 clusters Score -1339520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1339530.625000 Penalty: 4802.658203
	Iteration 62Q: 3 clusters Score -1339531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1339534.500000 Penalty: 4802.658203
	Iteration 63Q: 3 clusters Score -1339534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1339535.125000 Penalty: 4802.658203
	Iteration 64Q: 3 clusters Score -1339535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1339543.125000 Penalty: 4802.658203
	Iteration 65Q: 3 clusters Score -1339543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1339545.000000 Penalty: 4802.658203
	Iteration 66Q: 3 clusters Score -1339545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1339547.375000 Penalty: 4802.658203
	Iteration 67Q: 3 clusters Score -1339547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1339549.625000 Penalty: 4802.658203
	Iteration 68Q: 3 clusters Score -1339550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1339552.000000 Penalty: 4802.658203
	Iteration 69Q: 3 clusters Score -1339552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1339554.250000 Penalty: 4802.658203
	Iteration 70Q: 3 clusters Score -1339554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1339557.125000 Penalty: 4802.658203
	Iteration 71Q: 3 clusters Score -1339557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1339553.375000 Penalty: 4802.658203
	Iteration 72Q: 3 clusters Score -1339553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1339555.125000 Penalty: 4802.658203
	Iteration 73Q: 3 clusters Score -1339555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1339554.750000 Penalty: 4802.658203
	Iteration 74Q: 3 clusters Score -1339555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1339554.000000 Penalty: 4802.658203
	Iteration 75Q: 3 clusters Score -1339554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1339554.000000 Penalty: 4802.658203
	Iteration 76F: 3 clusters Score -1339554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -276009.125000 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -276009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -272445.406250 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -272445.4 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -273260.625000 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -273260.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -273509.843750 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -273509.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -273677.437500 Penalty: 4047.758789
	Iteration 3F: 3 clusters Score -273677.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -273812.562500 Penalty: 4047.758789
	Iteration 4Q: 3 clusters Score -273812.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -273930.968750 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -273931 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -274047.812500 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -274047.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -274144.937500 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -274144.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -274266.750000 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -274266.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -274406.625000 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -274406.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -274658.906250 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -274658.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -275103.968750 Penalty: 4047.758789
	Iteration 11F: 3 clusters Score -275104 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -275803.750000 Penalty: 4047.758789
	Iteration 12F: 3 clusters Score -275803.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -276201.281250 Penalty: 4047.758789
	Iteration 13F: 3 clusters Score -276201.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -276360.375000 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -276360.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -276453.687500 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -276453.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -276524.968750 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -276525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -276591.875000 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -276591.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -276662.625000 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -276662.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -276759.343750 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -276759.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -276883.218750 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -276883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -277041.343750 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -277041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -277075.093750 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -277075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -277077.218750 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -277077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -277079.062500 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -277079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -277079.062500 Penalty: 4047.758789
	Iteration 25F: 3 clusters Score -277079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 35720 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 2034 members 
Entering Unmasked Estep 
Score: -51158704.000000 Penalty: 166117.046875
Splitting cluster 6 changes total score from -51158864.000000 to -51158704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (9424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Entering Unmasked Estep 
Score: -755882.437500 Penalty: 2269.451904
	Iteration 0F: 2 clusters Score -755882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -748569.312500 Penalty: 4538.903809
	Iteration 0F: 3 clusters Score -748569.3 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -750773.437500 Penalty: 4538.903809
	Iteration 1F: 3 clusters Score -750773.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -751273.187500 Penalty: 4538.903809
	Iteration 2F: 3 clusters Score -751273.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -751720.250000 Penalty: 4538.903809
	Iteration 3F: 3 clusters Score -751720.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -752175.500000 Penalty: 4538.903809
	Iteration 4F: 3 clusters Score -752175.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -752533.687500 Penalty: 4538.903809
	Iteration 5F: 3 clusters Score -752533.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -752845.000000 Penalty: 4538.903809
	Iteration 6Q: 3 clusters Score -752845 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -753138.250000 Penalty: 4538.903809
	Iteration 7Q: 3 clusters Score -753138.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -753421.250000 Penalty: 4538.903809
	Iteration 8Q: 3 clusters Score -753421.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -753697.937500 Penalty: 4538.903809
	Iteration 9Q: 3 clusters Score -753697.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -753956.750000 Penalty: 4538.903809
	Iteration 10Q: 3 clusters Score -753956.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -754131.687500 Penalty: 4538.903809
	Iteration 11Q: 3 clusters Score -754131.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -754264.687500 Penalty: 4538.903809
	Iteration 12Q: 3 clusters Score -754264.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -754400.562500 Penalty: 4538.903809
	Iteration 13Q: 3 clusters Score -754400.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -754511.875000 Penalty: 4538.903809
	Iteration 14Q: 3 clusters Score -754511.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -754590.500000 Penalty: 4538.903809
	Iteration 15Q: 3 clusters Score -754590.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -754668.187500 Penalty: 4538.903809
	Iteration 16Q: 3 clusters Score -754668.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -754729.437500 Penalty: 4538.903809
	Iteration 17Q: 3 clusters Score -754729.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -754778.125000 Penalty: 4538.903809
	Iteration 18Q: 3 clusters Score -754778.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -754822.625000 Penalty: 4538.903809
	Iteration 19Q: 3 clusters Score -754822.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -754867.875000 Penalty: 4538.903809
	Iteration 20F: 3 clusters Score -754867.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -754910.750000 Penalty: 4538.903809
	Iteration 21Q: 3 clusters Score -754910.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -754946.187500 Penalty: 4538.903809
	Iteration 22Q: 3 clusters Score -754946.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -754975.687500 Penalty: 4538.903809
	Iteration 23Q: 3 clusters Score -754975.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -755003.687500 Penalty: 4538.903809
	Iteration 24Q: 3 clusters Score -755003.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -755020.875000 Penalty: 4538.903809
	Iteration 25Q: 3 clusters Score -755020.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -755034.750000 Penalty: 4538.903809
	Iteration 26Q: 3 clusters Score -755034.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -755046.437500 Penalty: 4538.903809
	Iteration 27Q: 3 clusters Score -755046.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -755056.375000 Penalty: 4538.903809
	Iteration 28Q: 3 clusters Score -755056.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -755066.187500 Penalty: 4538.903809
	Iteration 29Q: 3 clusters Score -755066.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -755073.375000 Penalty: 4538.903809
	Iteration 30Q: 3 clusters Score -755073.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -755077.812500 Penalty: 4538.903809
	Iteration 31Q: 3 clusters Score -755077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -755081.125000 Penalty: 4538.903809
	Iteration 32Q: 3 clusters Score -755081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -755081.562500 Penalty: 4538.903809
	Iteration 33Q: 3 clusters Score -755081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -755082.812500 Penalty: 4538.903809
	Iteration 34Q: 3 clusters Score -755082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -755083.625000 Penalty: 4538.903809
	Iteration 35Q: 3 clusters Score -755083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -755083.625000 Penalty: 4538.903809
	Iteration 36F: 3 clusters Score -755083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -47476.292969 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -47476.29 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 438 members 
Entering Unmasked Estep 
Score: -45675.414062 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -45675.41 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46070.019531 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -46070.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46267.601562 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -46267.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -46405.656250 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -46405.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46507.152344 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -46507.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46543.476562 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -46543.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46578.214844 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -46578.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46618.105469 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -46618.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46649.781250 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -46649.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -46668.898438 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -46668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46683.691406 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -46683.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46694.121094 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -46694.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46699.421875 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -46699.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -46708.863281 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -46708.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -46714.816406 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -46714.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46718.515625 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -46718.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46723.457031 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -46723.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -46727.171875 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -46727.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -46727.171875 Penalty: 3362.841309
	Iteration 18F: 3 clusters Score -46727.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -382800.875000 Penalty: 2123.085205
	Iteration 0F: 2 clusters Score -382800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -378200.531250 Penalty: 4246.170410
	Iteration 0F: 3 clusters Score -378200.5 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -379525.687500 Penalty: 4246.170410
	Iteration 1F: 3 clusters Score -379525.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -379981.093750 Penalty: 4246.170410
	Iteration 2F: 3 clusters Score -379981.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -380384.000000 Penalty: 4246.170410
	Iteration 3F: 3 clusters Score -380384 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -380778.656250 Penalty: 4246.170410
	Iteration 4F: 3 clusters Score -380778.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -381156.468750 Penalty: 4246.170410
	Iteration 5F: 3 clusters Score -381156.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -381509.343750 Penalty: 4246.170410
	Iteration 6F: 3 clusters Score -381509.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -381776.562500 Penalty: 4246.170410
	Iteration 7Q: 3 clusters Score -381776.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -381954.062500 Penalty: 4246.170410
	Iteration 8Q: 3 clusters Score -381954.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -382049.218750 Penalty: 4246.170410
	Iteration 9Q: 3 clusters Score -382049.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -382079.843750 Penalty: 4246.170410
	Iteration 10Q: 3 clusters Score -382079.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -382101.218750 Penalty: 4246.170410
	Iteration 11Q: 3 clusters Score -382101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -382108.656250 Penalty: 4246.170410
	Iteration 12Q: 3 clusters Score -382108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -382111.781250 Penalty: 4246.170410
	Iteration 13Q: 3 clusters Score -382111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -382114.187500 Penalty: 4246.170410
	Iteration 14Q: 3 clusters Score -382114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -382116.437500 Penalty: 4246.170410
	Iteration 15Q: 3 clusters Score -382116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -382118.093750 Penalty: 4246.170410
	Iteration 16Q: 3 clusters Score -382118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -382118.437500 Penalty: 4246.170410
	Iteration 17Q: 3 clusters Score -382118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -382118.906250 Penalty: 4246.170410
	Iteration 18Q: 3 clusters Score -382118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -382118.906250 Penalty: 4246.170410
	Iteration 19F: 3 clusters Score -382118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -247913.812500 Penalty: 1993.310791
	Iteration 0F: 2 clusters Score -247913.8 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 1571 members 
Entering Unmasked Estep 
Score: -244599.062500 Penalty: 3986.621582
	Iteration 0F: 3 clusters Score -244599.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -245266.046875 Penalty: 3986.621582
	Iteration 1F: 3 clusters Score -245266 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -245436.156250 Penalty: 3986.621582
	Iteration 2F: 3 clusters Score -245436.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -245559.687500 Penalty: 3986.621582
	Iteration 3F: 3 clusters Score -245559.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -245672.765625 Penalty: 3986.621582
	Iteration 4Q: 3 clusters Score -245672.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -245819.890625 Penalty: 3986.621582
	Iteration 5Q: 3 clusters Score -245819.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -245984.953125 Penalty: 3986.621582
	Iteration 6Q: 3 clusters Score -245985 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -246163.453125 Penalty: 3986.621582
	Iteration 7Q: 3 clusters Score -246163.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -246333.296875 Penalty: 3986.621582
	Iteration 8Q: 3 clusters Score -246333.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -246478.328125 Penalty: 3986.621582
	Iteration 9Q: 3 clusters Score -246478.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -246614.015625 Penalty: 3986.621582
	Iteration 10Q: 3 clusters Score -246614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -246720.296875 Penalty: 3986.621582
	Iteration 11Q: 3 clusters Score -246720.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -246831.046875 Penalty: 3986.621582
	Iteration 12Q: 3 clusters Score -246831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246947.312500 Penalty: 3986.621582
	Iteration 13Q: 3 clusters Score -246947.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -247103.671875 Penalty: 3986.621582
	Iteration 14Q: 3 clusters Score -247103.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -247324.203125 Penalty: 3986.621582
	Iteration 15Q: 3 clusters Score -247324.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -247584.437500 Penalty: 3986.621582
	Iteration 16Q: 3 clusters Score -247584.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -247814.234375 Penalty: 3986.621582
	Iteration 17Q: 3 clusters Score -247814.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -247976.734375 Penalty: 3986.621582
	Iteration 18Q: 3 clusters Score -247976.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -248075.218750 Penalty: 3986.621582
	Iteration 19Q: 3 clusters Score -248075.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -248113.656250 Penalty: 3986.621582
	Iteration 20F: 3 clusters Score -248113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -248126.265625 Penalty: 3986.621582
	Iteration 21Q: 3 clusters Score -248126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -248129.484375 Penalty: 3986.621582
	Iteration 22Q: 3 clusters Score -248129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -248131.453125 Penalty: 3986.621582
	Iteration 23Q: 3 clusters Score -248131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -248131.828125 Penalty: 3986.621582
	Iteration 24Q: 3 clusters Score -248131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -248131.828125 Penalty: 3986.621582
	Iteration 25F: 3 clusters Score -248131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 35720 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 1456 members 
Entering Unmasked Estep 
Score: -51157712.000000 Penalty: 166117.046875
Splitting cluster 10 changes total score from -51158864.000000 to -51157712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -99533.695312 Penalty: 1774.731812
	Iteration 0F: 2 clusters Score -99533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97427.523438 Penalty: 3549.463623
	Iteration 0F: 3 clusters Score -97427.52 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97845.148438 Penalty: 3549.463623
	Iteration 1F: 3 clusters Score -97845.15 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98032.281250 Penalty: 3549.463623
	Iteration 2F: 3 clusters Score -98032.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98157.179688 Penalty: 3549.463623
	Iteration 3Q: 3 clusters Score -98157.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98232.914062 Penalty: 3549.463623
	Iteration 4Q: 3 clusters Score -98232.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98252.546875 Penalty: 3549.463623
	Iteration 5Q: 3 clusters Score -98252.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98264.125000 Penalty: 3549.463623
	Iteration 6Q: 3 clusters Score -98264.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98274.484375 Penalty: 3549.463623
	Iteration 7Q: 3 clusters Score -98274.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98281.820312 Penalty: 3549.463623
	Iteration 8Q: 3 clusters Score -98281.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98286.625000 Penalty: 3549.463623
	Iteration 9Q: 3 clusters Score -98286.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98287.460938 Penalty: 3549.463623
	Iteration 10Q: 3 clusters Score -98287.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98288.882812 Penalty: 3549.463623
	Iteration 11Q: 3 clusters Score -98288.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -98289.523438 Penalty: 3549.463623
	Iteration 12Q: 3 clusters Score -98289.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98289.937500 Penalty: 3549.463623
	Iteration 13Q: 3 clusters Score -98289.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98289.937500 Penalty: 3549.463623
	Iteration 14F: 3 clusters Score -98289.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Entering Unmasked Estep 
Score: -1697351.250000 Penalty: 2463.563965
	Iteration 0F: 2 clusters Score -1697351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1682908.500000 Penalty: 4927.127930
	Iteration 0F: 3 clusters Score -1682908 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1687873.250000 Penalty: 4927.127930
	Iteration 1F: 3 clusters Score -1687873 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1688477.875000 Penalty: 4927.127930
	Iteration 2F: 3 clusters Score -1688478 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1689022.875000 Penalty: 4927.127930
	Iteration 3F: 3 clusters Score -1689023 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1689627.625000 Penalty: 4927.127930
	Iteration 4F: 3 clusters Score -1689628 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1690349.250000 Penalty: 4927.127930
	Iteration 5F: 3 clusters Score -1690349 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1691287.125000 Penalty: 4927.127930
	Iteration 6F: 3 clusters Score -1691287 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1692490.750000 Penalty: 4927.127930
	Iteration 7F: 3 clusters Score -1692491 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1693980.375000 Penalty: 4927.127930
	Iteration 8F: 3 clusters Score -1693980 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1695433.625000 Penalty: 4927.127930
	Iteration 9F: 3 clusters Score -1695434 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1696432.625000 Penalty: 4927.127930
	Iteration 10F: 3 clusters Score -1696433 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1696922.250000 Penalty: 4927.127930
	Iteration 11Q: 3 clusters Score -1696922 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1697146.375000 Penalty: 4927.127930
	Iteration 12Q: 3 clusters Score -1697146 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1697237.375000 Penalty: 4927.127930
	Iteration 13Q: 3 clusters Score -1697237 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1697292.750000 Penalty: 4927.127930
	Iteration 14Q: 3 clusters Score -1697293 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1697323.375000 Penalty: 4927.127930
	Iteration 15Q: 3 clusters Score -1697323 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1697340.125000 Penalty: 4927.127930
	Iteration 16Q: 3 clusters Score -1697340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1697353.625000 Penalty: 4927.127930
	Iteration 17Q: 3 clusters Score -1697354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1697363.250000 Penalty: 4927.127930
	Iteration 18Q: 3 clusters Score -1697363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1697361.250000 Penalty: 4927.127930
	Iteration 19Q: 3 clusters Score -1697361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1697367.375000 Penalty: 4927.127930
	Iteration 20F: 3 clusters Score -1697367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1697371.875000 Penalty: 4927.127930
	Iteration 21Q: 3 clusters Score -1697372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1697371.000000 Penalty: 4927.127930
	Iteration 22Q: 3 clusters Score -1697371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1697375.500000 Penalty: 4927.127930
	Iteration 23Q: 3 clusters Score -1697376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1697376.875000 Penalty: 4927.127930
	Iteration 24Q: 3 clusters Score -1697377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1697378.750000 Penalty: 4927.127930
	Iteration 25Q: 3 clusters Score -1697379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1697379.500000 Penalty: 4927.127930
	Iteration 26Q: 3 clusters Score -1697380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1697382.625000 Penalty: 4927.127930
	Iteration 27Q: 3 clusters Score -1697383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1697384.250000 Penalty: 4927.127930
	Iteration 28Q: 3 clusters Score -1697384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1697386.375000 Penalty: 4927.127930
	Iteration 29Q: 3 clusters Score -1697386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1697385.500000 Penalty: 4927.127930
	Iteration 30Q: 3 clusters Score -1697386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1697385.000000 Penalty: 4927.127930
	Iteration 31Q: 3 clusters Score -1697385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1697384.875000 Penalty: 4927.127930
	Iteration 32Q: 3 clusters Score -1697385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1697387.750000 Penalty: 4927.127930
	Iteration 33Q: 3 clusters Score -1697388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1697387.625000 Penalty: 4927.127930
	Iteration 34Q: 3 clusters Score -1697388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1697388.625000 Penalty: 4927.127930
	Iteration 35Q: 3 clusters Score -1697389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1697387.875000 Penalty: 4927.127930
	Iteration 36Q: 3 clusters Score -1697388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1697387.875000 Penalty: 4927.127930
	Iteration 37F: 3 clusters Score -1697388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 12255 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 35720 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 8359 members 
Entering Unmasked Estep 
Score: -51158004.000000 Penalty: 166117.046875
Splitting cluster 12 changes total score from -51158864.000000 to -51158004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Entering Unmasked Estep 
Score: -264141.531250 Penalty: 2012.203979
	Iteration 0F: 2 clusters Score -264141.5 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 1639 members 
Entering Unmasked Estep 
Score: -260667.218750 Penalty: 4024.407959
	Iteration 0F: 3 clusters Score -260667.2 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -261447.578125 Penalty: 4024.407959
	Iteration 1F: 3 clusters Score -261447.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -261613.546875 Penalty: 4024.407959
	Iteration 2F: 3 clusters Score -261613.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -261736.531250 Penalty: 4024.407959
	Iteration 3Q: 3 clusters Score -261736.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261821.593750 Penalty: 4024.407959
	Iteration 4Q: 3 clusters Score -261821.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261897.250000 Penalty: 4024.407959
	Iteration 5Q: 3 clusters Score -261897.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -261980.906250 Penalty: 4024.407959
	Iteration 6Q: 3 clusters Score -261980.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -262053.796875 Penalty: 4024.407959
	Iteration 7Q: 3 clusters Score -262053.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -262126.421875 Penalty: 4024.407959
	Iteration 8Q: 3 clusters Score -262126.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -262187.968750 Penalty: 4024.407959
	Iteration 9Q: 3 clusters Score -262188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -262256.062500 Penalty: 4024.407959
	Iteration 10Q: 3 clusters Score -262256.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262305.843750 Penalty: 4024.407959
	Iteration 11Q: 3 clusters Score -262305.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -262350.875000 Penalty: 4024.407959
	Iteration 12Q: 3 clusters Score -262350.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -262383.531250 Penalty: 4024.407959
	Iteration 13Q: 3 clusters Score -262383.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -262410.500000 Penalty: 4024.407959
	Iteration 14Q: 3 clusters Score -262410.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262430.031250 Penalty: 4024.407959
	Iteration 15Q: 3 clusters Score -262430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -262441.031250 Penalty: 4024.407959
	Iteration 16Q: 3 clusters Score -262441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -262452.343750 Penalty: 4024.407959
	Iteration 17Q: 3 clusters Score -262452.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -262472.718750 Penalty: 4024.407959
	Iteration 18Q: 3 clusters Score -262472.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262490.187500 Penalty: 4024.407959
	Iteration 19Q: 3 clusters Score -262490.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -262503.750000 Penalty: 4024.407959
	Iteration 20F: 3 clusters Score -262503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262514.843750 Penalty: 4024.407959
	Iteration 21Q: 3 clusters Score -262514.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262520.593750 Penalty: 4024.407959
	Iteration 22Q: 3 clusters Score -262520.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -262529.875000 Penalty: 4024.407959
	Iteration 23Q: 3 clusters Score -262529.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -262534.781250 Penalty: 4024.407959
	Iteration 24Q: 3 clusters Score -262534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262540.625000 Penalty: 4024.407959
	Iteration 25Q: 3 clusters Score -262540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -262547.093750 Penalty: 4024.407959
	Iteration 26Q: 3 clusters Score -262547.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -262556.562500 Penalty: 4024.407959
	Iteration 27Q: 3 clusters Score -262556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262560.812500 Penalty: 4024.407959
	Iteration 28Q: 3 clusters Score -262560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -262564.500000 Penalty: 4024.407959
	Iteration 29Q: 3 clusters Score -262564.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -262568.156250 Penalty: 4024.407959
	Iteration 30Q: 3 clusters Score -262568.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -262573.000000 Penalty: 4024.407959
	Iteration 31Q: 3 clusters Score -262573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -262580.125000 Penalty: 4024.407959
	Iteration 32Q: 3 clusters Score -262580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -262581.937500 Penalty: 4024.407959
	Iteration 33Q: 3 clusters Score -262581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262583.875000 Penalty: 4024.407959
	Iteration 34Q: 3 clusters Score -262583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -262584.781250 Penalty: 4024.407959
	Iteration 35Q: 3 clusters Score -262584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -262587.093750 Penalty: 4024.407959
	Iteration 36Q: 3 clusters Score -262587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -262591.812500 Penalty: 4024.407959
	Iteration 37Q: 3 clusters Score -262591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -262602.312500 Penalty: 4024.407959
	Iteration 38Q: 3 clusters Score -262602.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -262609.250000 Penalty: 4024.407959
	Iteration 39Q: 3 clusters Score -262609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -262613.562500 Penalty: 4024.407959
	Iteration 40F: 3 clusters Score -262613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -262617.593750 Penalty: 4024.407959
	Iteration 41Q: 3 clusters Score -262617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -262621.687500 Penalty: 4024.407959
	Iteration 42Q: 3 clusters Score -262621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -262624.093750 Penalty: 4024.407959
	Iteration 43Q: 3 clusters Score -262624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -262626.468750 Penalty: 4024.407959
	Iteration 44Q: 3 clusters Score -262626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -262630.000000 Penalty: 4024.407959
	Iteration 45Q: 3 clusters Score -262630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -262635.218750 Penalty: 4024.407959
	Iteration 46Q: 3 clusters Score -262635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -262638.343750 Penalty: 4024.407959
	Iteration 47Q: 3 clusters Score -262638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -262641.593750 Penalty: 4024.407959
	Iteration 48Q: 3 clusters Score -262641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -262644.062500 Penalty: 4024.407959
	Iteration 49Q: 3 clusters Score -262644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -262646.250000 Penalty: 4024.407959
	Iteration 50Q: 3 clusters Score -262646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -262648.062500 Penalty: 4024.407959
	Iteration 51Q: 3 clusters Score -262648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -262648.531250 Penalty: 4024.407959
	Iteration 52Q: 3 clusters Score -262648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262648.375000 Penalty: 4024.407959
	Iteration 53Q: 3 clusters Score -262648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262648.375000 Penalty: 4024.407959
	Iteration 54F: 3 clusters Score -262648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -446141.937500 Penalty: 2138.145264
	Iteration 0F: 2 clusters Score -446141.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -441261.250000 Penalty: 4276.290527
	Iteration 0F: 3 clusters Score -441261.2 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -442445.281250 Penalty: 4276.290527
	Iteration 1F: 3 clusters Score -442445.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -442632.250000 Penalty: 4276.290527
	Iteration 2F: 3 clusters Score -442632.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -442745.718750 Penalty: 4276.290527
	Iteration 3Q: 3 clusters Score -442745.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -442834.031250 Penalty: 4276.290527
	Iteration 4Q: 3 clusters Score -442834 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -442918.218750 Penalty: 4276.290527
	Iteration 5Q: 3 clusters Score -442918.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -442988.625000 Penalty: 4276.290527
	Iteration 6Q: 3 clusters Score -442988.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -443054.343750 Penalty: 4276.290527
	Iteration 7Q: 3 clusters Score -443054.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -443116.125000 Penalty: 4276.290527
	Iteration 8Q: 3 clusters Score -443116.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -443183.187500 Penalty: 4276.290527
	Iteration 9Q: 3 clusters Score -443183.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -443245.625000 Penalty: 4276.290527
	Iteration 10Q: 3 clusters Score -443245.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -443307.031250 Penalty: 4276.290527
	Iteration 11Q: 3 clusters Score -443307 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -443370.187500 Penalty: 4276.290527
	Iteration 12Q: 3 clusters Score -443370.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -443426.843750 Penalty: 4276.290527
	Iteration 13Q: 3 clusters Score -443426.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -443491.500000 Penalty: 4276.290527
	Iteration 14Q: 3 clusters Score -443491.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -443568.562500 Penalty: 4276.290527
	Iteration 15Q: 3 clusters Score -443568.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -443654.125000 Penalty: 4276.290527
	Iteration 16Q: 3 clusters Score -443654.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -443725.031250 Penalty: 4276.290527
	Iteration 17Q: 3 clusters Score -443725 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -443797.812500 Penalty: 4276.290527
	Iteration 18Q: 3 clusters Score -443797.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -443874.656250 Penalty: 4276.290527
	Iteration 19Q: 3 clusters Score -443874.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -443946.406250 Penalty: 4276.290527
	Iteration 20F: 3 clusters Score -443946.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -444018.781250 Penalty: 4276.290527
	Iteration 21Q: 3 clusters Score -444018.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -444081.281250 Penalty: 4276.290527
	Iteration 22Q: 3 clusters Score -444081.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -444133.218750 Penalty: 4276.290527
	Iteration 23Q: 3 clusters Score -444133.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -444166.843750 Penalty: 4276.290527
	Iteration 24Q: 3 clusters Score -444166.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -444191.218750 Penalty: 4276.290527
	Iteration 25Q: 3 clusters Score -444191.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -444204.906250 Penalty: 4276.290527
	Iteration 26Q: 3 clusters Score -444204.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -444219.062500 Penalty: 4276.290527
	Iteration 27Q: 3 clusters Score -444219.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -444228.718750 Penalty: 4276.290527
	Iteration 28Q: 3 clusters Score -444228.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -444240.062500 Penalty: 4276.290527
	Iteration 29Q: 3 clusters Score -444240.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -444249.687500 Penalty: 4276.290527
	Iteration 30Q: 3 clusters Score -444249.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -444262.875000 Penalty: 4276.290527
	Iteration 31Q: 3 clusters Score -444262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -444270.468750 Penalty: 4276.290527
	Iteration 32Q: 3 clusters Score -444270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -444275.718750 Penalty: 4276.290527
	Iteration 33Q: 3 clusters Score -444275.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -444281.812500 Penalty: 4276.290527
	Iteration 34Q: 3 clusters Score -444281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -444285.750000 Penalty: 4276.290527
	Iteration 35Q: 3 clusters Score -444285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -444291.093750 Penalty: 4276.290527
	Iteration 36Q: 3 clusters Score -444291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -444296.812500 Penalty: 4276.290527
	Iteration 37Q: 3 clusters Score -444296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -444303.250000 Penalty: 4276.290527
	Iteration 38Q: 3 clusters Score -444303.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -444308.718750 Penalty: 4276.290527
	Iteration 39Q: 3 clusters Score -444308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -444311.531250 Penalty: 4276.290527
	Iteration 40F: 3 clusters Score -444311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -444313.000000 Penalty: 4276.290527
	Iteration 41Q: 3 clusters Score -444313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -444317.343750 Penalty: 4276.290527
	Iteration 42Q: 3 clusters Score -444317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -444317.687500 Penalty: 4276.290527
	Iteration 43Q: 3 clusters Score -444317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -444322.187500 Penalty: 4276.290527
	Iteration 44Q: 3 clusters Score -444322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -444327.000000 Penalty: 4276.290527
	Iteration 45Q: 3 clusters Score -444327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -444328.968750 Penalty: 4276.290527
	Iteration 46Q: 3 clusters Score -444329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -444332.375000 Penalty: 4276.290527
	Iteration 47Q: 3 clusters Score -444332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -444335.281250 Penalty: 4276.290527
	Iteration 48Q: 3 clusters Score -444335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -444337.031250 Penalty: 4276.290527
	Iteration 49Q: 3 clusters Score -444337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -444337.937500 Penalty: 4276.290527
	Iteration 50Q: 3 clusters Score -444337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -444337.937500 Penalty: 4276.290527
	Iteration 51F: 3 clusters Score -444337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Entering Unmasked Estep 
Score: -617149.437500 Penalty: 2252.715332
	Iteration 0F: 2 clusters Score -617149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -610370.562500 Penalty: 4505.430664
	Iteration 0F: 3 clusters Score -610370.6 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -612848.375000 Penalty: 4505.430664
	Iteration 1F: 3 clusters Score -612848.4 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -613649.000000 Penalty: 4505.430664
	Iteration 2F: 3 clusters Score -613649 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -614350.375000 Penalty: 4505.430664
	Iteration 3F: 3 clusters Score -614350.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -614883.125000 Penalty: 4505.430664
	Iteration 4F: 3 clusters Score -614883.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -615268.000000 Penalty: 4505.430664
	Iteration 5F: 3 clusters Score -615268 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -615534.875000 Penalty: 4505.430664
	Iteration 6Q: 3 clusters Score -615534.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -615740.812500 Penalty: 4505.430664
	Iteration 7Q: 3 clusters Score -615740.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -615894.500000 Penalty: 4505.430664
	Iteration 8Q: 3 clusters Score -615894.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -616005.500000 Penalty: 4505.430664
	Iteration 9Q: 3 clusters Score -616005.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -616082.000000 Penalty: 4505.430664
	Iteration 10Q: 3 clusters Score -616082 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -616150.812500 Penalty: 4505.430664
	Iteration 11Q: 3 clusters Score -616150.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -616205.000000 Penalty: 4505.430664
	Iteration 12Q: 3 clusters Score -616205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -616249.062500 Penalty: 4505.430664
	Iteration 13Q: 3 clusters Score -616249.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -616278.562500 Penalty: 4505.430664
	Iteration 14Q: 3 clusters Score -616278.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -616302.250000 Penalty: 4505.430664
	Iteration 15Q: 3 clusters Score -616302.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -616323.250000 Penalty: 4505.430664
	Iteration 16Q: 3 clusters Score -616323.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -616338.875000 Penalty: 4505.430664
	Iteration 17Q: 3 clusters Score -616338.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -616351.687500 Penalty: 4505.430664
	Iteration 18Q: 3 clusters Score -616351.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -616364.312500 Penalty: 4505.430664
	Iteration 19Q: 3 clusters Score -616364.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -616373.312500 Penalty: 4505.430664
	Iteration 20F: 3 clusters Score -616373.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -616385.500000 Penalty: 4505.430664
	Iteration 21Q: 3 clusters Score -616385.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -616398.187500 Penalty: 4505.430664
	Iteration 22Q: 3 clusters Score -616398.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -616405.875000 Penalty: 4505.430664
	Iteration 23Q: 3 clusters Score -616405.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -616411.250000 Penalty: 4505.430664
	Iteration 24Q: 3 clusters Score -616411.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -616417.750000 Penalty: 4505.430664
	Iteration 25Q: 3 clusters Score -616417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -616419.437500 Penalty: 4505.430664
	Iteration 26Q: 3 clusters Score -616419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -616423.312500 Penalty: 4505.430664
	Iteration 27Q: 3 clusters Score -616423.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -616426.437500 Penalty: 4505.430664
	Iteration 28Q: 3 clusters Score -616426.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -616429.812500 Penalty: 4505.430664
	Iteration 29Q: 3 clusters Score -616429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -616431.875000 Penalty: 4505.430664
	Iteration 30Q: 3 clusters Score -616431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -616435.187500 Penalty: 4505.430664
	Iteration 31Q: 3 clusters Score -616435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -616440.187500 Penalty: 4505.430664
	Iteration 32Q: 3 clusters Score -616440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -616445.500000 Penalty: 4505.430664
	Iteration 33Q: 3 clusters Score -616445.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -616449.062500 Penalty: 4505.430664
	Iteration 34Q: 3 clusters Score -616449.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -616453.437500 Penalty: 4505.430664
	Iteration 35Q: 3 clusters Score -616453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -616454.875000 Penalty: 4505.430664
	Iteration 36Q: 3 clusters Score -616454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -616456.312500 Penalty: 4505.430664
	Iteration 37Q: 3 clusters Score -616456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -616457.375000 Penalty: 4505.430664
	Iteration 38Q: 3 clusters Score -616457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -616458.000000 Penalty: 4505.430664
	Iteration 39Q: 3 clusters Score -616458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -616457.625000 Penalty: 4505.430664
	Iteration 40F: 3 clusters Score -616457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -616458.312500 Penalty: 4505.430664
	Iteration 41Q: 3 clusters Score -616458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -616458.562500 Penalty: 4505.430664
	Iteration 42Q: 3 clusters Score -616458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -616459.250000 Penalty: 4505.430664
	Iteration 43Q: 3 clusters Score -616459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -616460.875000 Penalty: 4505.430664
	Iteration 44Q: 3 clusters Score -616460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -616461.937500 Penalty: 4505.430664
	Iteration 45Q: 3 clusters Score -616461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -616461.937500 Penalty: 4505.430664
	Iteration 46F: 3 clusters Score -616461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Entering Unmasked Estep 
Score: -2994819.000000 Penalty: 2599.899658
	Iteration 0F: 2 clusters Score -2994819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2970430.750000 Penalty: 5199.799316
	Iteration 0F: 3 clusters Score -2970431 nChanged 16299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2979364.750000 Penalty: 5199.799316
	Iteration 1F: 3 clusters Score -2979365 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2980051.000000 Penalty: 5199.799316
	Iteration 2F: 3 clusters Score -2980051 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2980884.250000 Penalty: 5199.799316
	Iteration 3F: 3 clusters Score -2980884 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2981844.000000 Penalty: 5199.799316
	Iteration 4F: 3 clusters Score -2981844 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2982971.500000 Penalty: 5199.799316
	Iteration 5F: 3 clusters Score -2982972 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2984256.500000 Penalty: 5199.799316
	Iteration 6F: 3 clusters Score -2984256 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2985492.500000 Penalty: 5199.799316
	Iteration 7F: 3 clusters Score -2985492 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2986609.750000 Penalty: 5199.799316
	Iteration 8F: 3 clusters Score -2986610 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2987563.500000 Penalty: 5199.799316
	Iteration 9Q: 3 clusters Score -2987564 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2988267.250000 Penalty: 5199.799316
	Iteration 10Q: 3 clusters Score -2988267 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2988837.500000 Penalty: 5199.799316
	Iteration 11Q: 3 clusters Score -2988838 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2989338.750000 Penalty: 5199.799316
	Iteration 12Q: 3 clusters Score -2989339 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2989768.500000 Penalty: 5199.799316
	Iteration 13Q: 3 clusters Score -2989768 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2990198.750000 Penalty: 5199.799316
	Iteration 14Q: 3 clusters Score -2990199 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2990595.000000 Penalty: 5199.799316
	Iteration 15Q: 3 clusters Score -2990595 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2990990.750000 Penalty: 5199.799316
	Iteration 16Q: 3 clusters Score -2990991 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2991347.000000 Penalty: 5199.799316
	Iteration 17Q: 3 clusters Score -2991347 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2991753.000000 Penalty: 5199.799316
	Iteration 18Q: 3 clusters Score -2991753 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2992214.750000 Penalty: 5199.799316
	Iteration 19Q: 3 clusters Score -2992215 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2992778.750000 Penalty: 5199.799316
	Iteration 20F: 3 clusters Score -2992779 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2993395.000000 Penalty: 5199.799316
	Iteration 21Q: 3 clusters Score -2993395 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2993728.250000 Penalty: 5199.799316
	Iteration 22Q: 3 clusters Score -2993728 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2993954.750000 Penalty: 5199.799316
	Iteration 23Q: 3 clusters Score -2993955 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2994144.500000 Penalty: 5199.799316
	Iteration 24Q: 3 clusters Score -2994144 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2994346.000000 Penalty: 5199.799316
	Iteration 25Q: 3 clusters Score -2994346 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2994595.500000 Penalty: 5199.799316
	Iteration 26Q: 3 clusters Score -2994596 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2994868.250000 Penalty: 5199.799316
	Iteration 27Q: 3 clusters Score -2994868 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2995251.250000 Penalty: 5199.799316
	Iteration 28Q: 3 clusters Score -2995251 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2995686.500000 Penalty: 5199.799316
	Iteration 29Q: 3 clusters Score -2995686 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2996242.500000 Penalty: 5199.799316
	Iteration 30Q: 3 clusters Score -2996242 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2996894.000000 Penalty: 5199.799316
	Iteration 31Q: 3 clusters Score -2996894 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2997632.750000 Penalty: 5199.799316
	Iteration 32Q: 3 clusters Score -2997633 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2998329.500000 Penalty: 5199.799316
	Iteration 33Q: 3 clusters Score -2998330 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2999100.500000 Penalty: 5199.799316
	Iteration 34Q: 3 clusters Score -2999100 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2999718.000000 Penalty: 5199.799316
	Iteration 35Q: 3 clusters Score -2999718 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3000174.500000 Penalty: 5199.799316
	Iteration 36Q: 3 clusters Score -3000174 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3000443.000000 Penalty: 5199.799316
	Iteration 37Q: 3 clusters Score -3000443 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3000604.500000 Penalty: 5199.799316
	Iteration 38Q: 3 clusters Score -3000604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3000712.250000 Penalty: 5199.799316
	Iteration 39Q: 3 clusters Score -3000712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3001604.250000 Penalty: 5199.799316
	Iteration 40F: 3 clusters Score -3001604 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3002459.750000 Penalty: 5199.799316
	Iteration 41Q: 3 clusters Score -3002460 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3002748.000000 Penalty: 5199.799316
	Iteration 42Q: 3 clusters Score -3002748 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3002841.500000 Penalty: 5199.799316
	Iteration 43Q: 3 clusters Score -3002842 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3002868.000000 Penalty: 5199.799316
	Iteration 44Q: 3 clusters Score -3002868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3002881.500000 Penalty: 5199.799316
	Iteration 45Q: 3 clusters Score -3002882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3002908.250000 Penalty: 5199.799316
	Iteration 46Q: 3 clusters Score -3002908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3002901.250000 Penalty: 5199.799316
	Iteration 47Q: 3 clusters Score -3002901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3002911.250000 Penalty: 5199.799316
	Iteration 48Q: 3 clusters Score -3002911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3002916.000000 Penalty: 5199.799316
	Iteration 49Q: 3 clusters Score -3002916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3002910.250000 Penalty: 5199.799316
	Iteration 50Q: 3 clusters Score -3002910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3002914.250000 Penalty: 5199.799316
	Iteration 51Q: 3 clusters Score -3002914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3002911.250000 Penalty: 5199.799316
	Iteration 52Q: 3 clusters Score -3002911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3002913.500000 Penalty: 5199.799316
	Iteration 53Q: 3 clusters Score -3002914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3002911.500000 Penalty: 5199.799316
	Iteration 54Q: 3 clusters Score -3002912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3002912.500000 Penalty: 5199.799316
	Iteration 55Q: 3 clusters Score -3002912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3002911.250000 Penalty: 5199.799316
	Iteration 56Q: 3 clusters Score -3002911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -3002911.250000 Penalty: 5199.799316
	Iteration 57F: 3 clusters Score -3002911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 7420 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Entering Unmasked Estep 
Score: -51166196.000000 Penalty: 166117.046875
Splitting cluster 16 changes total score from -51158864.000000 to -51166196.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -4475060.000000 Penalty: 2709.645996
	Iteration 0F: 2 clusters Score -4475060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -4437735.000000 Penalty: 5419.291992
	Iteration 0F: 3 clusters Score -4437735 nChanged 25709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4452626.000000 Penalty: 5419.291992
	Iteration 1F: 3 clusters Score -4452626 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4453677.000000 Penalty: 5419.291992
	Iteration 2Q: 3 clusters Score -4453677 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4454853.500000 Penalty: 5419.291992
	Iteration 3Q: 3 clusters Score -4454854 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4456304.000000 Penalty: 5419.291992
	Iteration 4F: 3 clusters Score -4456304 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4458084.500000 Penalty: 5419.291992
	Iteration 5F: 3 clusters Score -4458084 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4460031.500000 Penalty: 5419.291992
	Iteration 6F: 3 clusters Score -4460032 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -4462273.500000 Penalty: 5419.291992
	Iteration 7F: 3 clusters Score -4462274 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4464822.000000 Penalty: 5419.291992
	Iteration 8F: 3 clusters Score -4464822 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4467248.500000 Penalty: 5419.291992
	Iteration 9F: 3 clusters Score -4467248 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -4468959.500000 Penalty: 5419.291992
	Iteration 10Q: 3 clusters Score -4468960 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4469940.500000 Penalty: 5419.291992
	Iteration 11Q: 3 clusters Score -4469940 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4470730.500000 Penalty: 5419.291992
	Iteration 12Q: 3 clusters Score -4470730 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4471417.000000 Penalty: 5419.291992
	Iteration 13Q: 3 clusters Score -4471417 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4472129.000000 Penalty: 5419.291992
	Iteration 14Q: 3 clusters Score -4472129 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4472786.500000 Penalty: 5419.291992
	Iteration 15Q: 3 clusters Score -4472786 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4473258.500000 Penalty: 5419.291992
	Iteration 16Q: 3 clusters Score -4473258 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -4473575.500000 Penalty: 5419.291992
	Iteration 17Q: 3 clusters Score -4473576 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4473752.500000 Penalty: 5419.291992
	Iteration 18Q: 3 clusters Score -4473752 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4473865.500000 Penalty: 5419.291992
	Iteration 19Q: 3 clusters Score -4473866 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4473944.000000 Penalty: 5419.291992
	Iteration 20F: 3 clusters Score -4473944 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4474007.500000 Penalty: 5419.291992
	Iteration 21Q: 3 clusters Score -4474008 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4474035.000000 Penalty: 5419.291992
	Iteration 22Q: 3 clusters Score -4474035 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4474065.500000 Penalty: 5419.291992
	Iteration 23Q: 3 clusters Score -4474066 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4474077.500000 Penalty: 5419.291992
	Iteration 24Q: 3 clusters Score -4474078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4474083.500000 Penalty: 5419.291992
	Iteration 25Q: 3 clusters Score -4474084 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4474084.500000 Penalty: 5419.291992
	Iteration 26Q: 3 clusters Score -4474084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4474103.500000 Penalty: 5419.291992
	Iteration 27Q: 3 clusters Score -4474104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -4474109.000000 Penalty: 5419.291992
	Iteration 28Q: 3 clusters Score -4474109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4474110.000000 Penalty: 5419.291992
	Iteration 29Q: 3 clusters Score -4474110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4474120.000000 Penalty: 5419.291992
	Iteration 30Q: 3 clusters Score -4474120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4474119.000000 Penalty: 5419.291992
	Iteration 31Q: 3 clusters Score -4474119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4474121.500000 Penalty: 5419.291992
	Iteration 32Q: 3 clusters Score -4474122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4474125.000000 Penalty: 5419.291992
	Iteration 33Q: 3 clusters Score -4474125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4474123.500000 Penalty: 5419.291992
	Iteration 34Q: 3 clusters Score -4474124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4474119.000000 Penalty: 5419.291992
	Iteration 35Q: 3 clusters Score -4474119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4474115.500000 Penalty: 5419.291992
	Iteration 36Q: 3 clusters Score -4474116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4474113.000000 Penalty: 5419.291992
	Iteration 37Q: 3 clusters Score -4474113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4474113.500000 Penalty: 5419.291992
	Iteration 38Q: 3 clusters Score -4474114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4474107.000000 Penalty: 5419.291992
	Iteration 39Q: 3 clusters Score -4474107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4474108.000000 Penalty: 5419.291992
	Iteration 40F: 3 clusters Score -4474108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -4474108.500000 Penalty: 5419.291992
	Iteration 41Q: 3 clusters Score -4474108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4474113.000000 Penalty: 5419.291992
	Iteration 42Q: 3 clusters Score -4474113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4474109.500000 Penalty: 5419.291992
	Iteration 43Q: 3 clusters Score -4474110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4474109.000000 Penalty: 5419.291992
	Iteration 44Q: 3 clusters Score -4474109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4474114.000000 Penalty: 5419.291992
	Iteration 45Q: 3 clusters Score -4474114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4474113.500000 Penalty: 5419.291992
	Iteration 46Q: 3 clusters Score -4474114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4474118.500000 Penalty: 5419.291992
	Iteration 47Q: 3 clusters Score -4474118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4474118.000000 Penalty: 5419.291992
	Iteration 48Q: 3 clusters Score -4474118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4474118.000000 Penalty: 5419.291992
	Iteration 49F: 3 clusters Score -4474118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Entering Unmasked Estep 
Score: -4431201.500000 Penalty: 2707.765869
	Iteration 0F: 2 clusters Score -4431202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4393934.000000 Penalty: 5415.531738
	Iteration 0F: 3 clusters Score -4393934 nChanged 25736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4408451.000000 Penalty: 5415.531738
	Iteration 1F: 3 clusters Score -4408451 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4409463.500000 Penalty: 5415.531738
	Iteration 2Q: 3 clusters Score -4409464 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4410853.500000 Penalty: 5415.531738
	Iteration 3Q: 3 clusters Score -4410854 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4412572.500000 Penalty: 5415.531738
	Iteration 4F: 3 clusters Score -4412572 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4414773.000000 Penalty: 5415.531738
	Iteration 5F: 3 clusters Score -4414773 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4417387.000000 Penalty: 5415.531738
	Iteration 6F: 3 clusters Score -4417387 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -4420351.000000 Penalty: 5415.531738
	Iteration 7F: 3 clusters Score -4420351 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -4423216.500000 Penalty: 5415.531738
	Iteration 8F: 3 clusters Score -4423216 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -4425574.000000 Penalty: 5415.531738
	Iteration 9Q: 3 clusters Score -4425574 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -4427155.500000 Penalty: 5415.531738
	Iteration 10Q: 3 clusters Score -4427156 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -4428075.000000 Penalty: 5415.531738
	Iteration 11Q: 3 clusters Score -4428075 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -4428554.500000 Penalty: 5415.531738
	Iteration 12Q: 3 clusters Score -4428554 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -4428780.000000 Penalty: 5415.531738
	Iteration 13Q: 3 clusters Score -4428780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -4428911.000000 Penalty: 5415.531738
	Iteration 14Q: 3 clusters Score -4428911 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -4429017.000000 Penalty: 5415.531738
	Iteration 15Q: 3 clusters Score -4429017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -4429077.000000 Penalty: 5415.531738
	Iteration 16Q: 3 clusters Score -4429077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -4429160.000000 Penalty: 5415.531738
	Iteration 17Q: 3 clusters Score -4429160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -4429210.000000 Penalty: 5415.531738
	Iteration 18Q: 3 clusters Score -4429210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -4429267.500000 Penalty: 5415.531738
	Iteration 19Q: 3 clusters Score -4429268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -4429341.000000 Penalty: 5415.531738
	Iteration 20F: 3 clusters Score -4429341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -4429401.000000 Penalty: 5415.531738
	Iteration 21Q: 3 clusters Score -4429401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -4429460.500000 Penalty: 5415.531738
	Iteration 22Q: 3 clusters Score -4429460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -4429523.000000 Penalty: 5415.531738
	Iteration 23Q: 3 clusters Score -4429523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -4429561.000000 Penalty: 5415.531738
	Iteration 24Q: 3 clusters Score -4429561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -4429584.500000 Penalty: 5415.531738
	Iteration 25Q: 3 clusters Score -4429584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -4429599.500000 Penalty: 5415.531738
	Iteration 26Q: 3 clusters Score -4429600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -4429625.500000 Penalty: 5415.531738
	Iteration 27Q: 3 clusters Score -4429626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -4429627.500000 Penalty: 5415.531738
	Iteration 28Q: 3 clusters Score -4429628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -4429629.500000 Penalty: 5415.531738
	Iteration 29Q: 3 clusters Score -4429630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -4429628.500000 Penalty: 5415.531738
	Iteration 30Q: 3 clusters Score -4429628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -4429631.000000 Penalty: 5415.531738
	Iteration 31Q: 3 clusters Score -4429631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -4429636.500000 Penalty: 5415.531738
	Iteration 32Q: 3 clusters Score -4429636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -4429636.000000 Penalty: 5415.531738
	Iteration 33Q: 3 clusters Score -4429636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -4429636.000000 Penalty: 5415.531738
	Iteration 34F: 3 clusters Score -4429636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Entering Unmasked Estep 
Score: -1820823.375000 Penalty: 2483.205322
	Iteration 0F: 2 clusters Score -1820823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1805272.250000 Penalty: 4966.410645
	Iteration 0F: 3 clusters Score -1805272 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1810675.250000 Penalty: 4966.410645
	Iteration 1F: 3 clusters Score -1810675 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1811082.125000 Penalty: 4966.410645
	Iteration 2F: 3 clusters Score -1811082 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1811416.125000 Penalty: 4966.410645
	Iteration 3Q: 3 clusters Score -1811416 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1811718.000000 Penalty: 4966.410645
	Iteration 4Q: 3 clusters Score -1811718 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1812000.375000 Penalty: 4966.410645
	Iteration 5Q: 3 clusters Score -1812000 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1812234.875000 Penalty: 4966.410645
	Iteration 6Q: 3 clusters Score -1812235 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1812483.375000 Penalty: 4966.410645
	Iteration 7Q: 3 clusters Score -1812483 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1812749.000000 Penalty: 4966.410645
	Iteration 8Q: 3 clusters Score -1812749 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1813100.500000 Penalty: 4966.410645
	Iteration 9Q: 3 clusters Score -1813100 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1813550.375000 Penalty: 4966.410645
	Iteration 10Q: 3 clusters Score -1813550 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1814107.625000 Penalty: 4966.410645
	Iteration 11Q: 3 clusters Score -1814108 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1814889.500000 Penalty: 4966.410645
	Iteration 12F: 3 clusters Score -1814890 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1815812.375000 Penalty: 4966.410645
	Iteration 13F: 3 clusters Score -1815812 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1816620.250000 Penalty: 4966.410645
	Iteration 14F: 3 clusters Score -1816620 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1817240.500000 Penalty: 4966.410645
	Iteration 15Q: 3 clusters Score -1817240 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1817622.750000 Penalty: 4966.410645
	Iteration 16Q: 3 clusters Score -1817623 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1817862.750000 Penalty: 4966.410645
	Iteration 17Q: 3 clusters Score -1817863 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1818018.125000 Penalty: 4966.410645
	Iteration 18Q: 3 clusters Score -1818018 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1818155.625000 Penalty: 4966.410645
	Iteration 19Q: 3 clusters Score -1818156 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1818254.000000 Penalty: 4966.410645
	Iteration 20F: 3 clusters Score -1818254 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1818327.250000 Penalty: 4966.410645
	Iteration 21Q: 3 clusters Score -1818327 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1818371.875000 Penalty: 4966.410645
	Iteration 22Q: 3 clusters Score -1818372 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1818428.250000 Penalty: 4966.410645
	Iteration 23Q: 3 clusters Score -1818428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1818457.250000 Penalty: 4966.410645
	Iteration 24Q: 3 clusters Score -1818457 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1818486.250000 Penalty: 4966.410645
	Iteration 25Q: 3 clusters Score -1818486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1818503.625000 Penalty: 4966.410645
	Iteration 26Q: 3 clusters Score -1818504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1818528.625000 Penalty: 4966.410645
	Iteration 27Q: 3 clusters Score -1818529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1818544.500000 Penalty: 4966.410645
	Iteration 28Q: 3 clusters Score -1818544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1818552.250000 Penalty: 4966.410645
	Iteration 29Q: 3 clusters Score -1818552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1818564.125000 Penalty: 4966.410645
	Iteration 30Q: 3 clusters Score -1818564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1818577.125000 Penalty: 4966.410645
	Iteration 31Q: 3 clusters Score -1818577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1818583.625000 Penalty: 4966.410645
	Iteration 32Q: 3 clusters Score -1818584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1818586.625000 Penalty: 4966.410645
	Iteration 33Q: 3 clusters Score -1818587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1818604.875000 Penalty: 4966.410645
	Iteration 34Q: 3 clusters Score -1818605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1818611.750000 Penalty: 4966.410645
	Iteration 35Q: 3 clusters Score -1818612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1818622.625000 Penalty: 4966.410645
	Iteration 36Q: 3 clusters Score -1818623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1818630.000000 Penalty: 4966.410645
	Iteration 37Q: 3 clusters Score -1818630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1818632.500000 Penalty: 4966.410645
	Iteration 38Q: 3 clusters Score -1818632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1818637.000000 Penalty: 4966.410645
	Iteration 39Q: 3 clusters Score -1818637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1818643.750000 Penalty: 4966.410645
	Iteration 40F: 3 clusters Score -1818644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1818642.000000 Penalty: 4966.410645
	Iteration 41Q: 3 clusters Score -1818642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1818645.375000 Penalty: 4966.410645
	Iteration 42Q: 3 clusters Score -1818645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1818648.750000 Penalty: 4966.410645
	Iteration 43Q: 3 clusters Score -1818649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1818654.375000 Penalty: 4966.410645
	Iteration 44Q: 3 clusters Score -1818654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1818655.750000 Penalty: 4966.410645
	Iteration 45Q: 3 clusters Score -1818656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1818651.500000 Penalty: 4966.410645
	Iteration 46Q: 3 clusters Score -1818652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1818656.625000 Penalty: 4966.410645
	Iteration 47Q: 3 clusters Score -1818657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1818655.750000 Penalty: 4966.410645
	Iteration 48Q: 3 clusters Score -1818656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1818655.375000 Penalty: 4966.410645
	Iteration 49Q: 3 clusters Score -1818655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1818661.375000 Penalty: 4966.410645
	Iteration 50Q: 3 clusters Score -1818661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1818665.000000 Penalty: 4966.410645
	Iteration 51Q: 3 clusters Score -1818665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1818665.625000 Penalty: 4966.410645
	Iteration 52Q: 3 clusters Score -1818666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1818669.625000 Penalty: 4966.410645
	Iteration 53Q: 3 clusters Score -1818670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1818671.875000 Penalty: 4966.410645
	Iteration 54Q: 3 clusters Score -1818672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1818676.000000 Penalty: 4966.410645
	Iteration 55Q: 3 clusters Score -1818676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1818673.875000 Penalty: 4966.410645
	Iteration 56Q: 3 clusters Score -1818674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1818681.125000 Penalty: 4966.410645
	Iteration 57Q: 3 clusters Score -1818681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1818686.125000 Penalty: 4966.410645
	Iteration 58Q: 3 clusters Score -1818686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1818685.500000 Penalty: 4966.410645
	Iteration 59Q: 3 clusters Score -1818686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1818688.125000 Penalty: 4966.410645
	Iteration 60F: 3 clusters Score -1818688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1818694.750000 Penalty: 4966.410645
	Iteration 61Q: 3 clusters Score -1818695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1818695.750000 Penalty: 4966.410645
	Iteration 62Q: 3 clusters Score -1818696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1818698.125000 Penalty: 4966.410645
	Iteration 63Q: 3 clusters Score -1818698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1818695.375000 Penalty: 4966.410645
	Iteration 64Q: 3 clusters Score -1818695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1818707.500000 Penalty: 4966.410645
	Iteration 65Q: 3 clusters Score -1818708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1818706.750000 Penalty: 4966.410645
	Iteration 66Q: 3 clusters Score -1818707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1818709.750000 Penalty: 4966.410645
	Iteration 67Q: 3 clusters Score -1818710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1818710.625000 Penalty: 4966.410645
	Iteration 68Q: 3 clusters Score -1818711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1818714.875000 Penalty: 4966.410645
	Iteration 69Q: 3 clusters Score -1818715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1818719.625000 Penalty: 4966.410645
	Iteration 70Q: 3 clusters Score -1818720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1818717.375000 Penalty: 4966.410645
	Iteration 71Q: 3 clusters Score -1818717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1818721.750000 Penalty: 4966.410645
	Iteration 72Q: 3 clusters Score -1818722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1818723.875000 Penalty: 4966.410645
	Iteration 73Q: 3 clusters Score -1818724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1818721.250000 Penalty: 4966.410645
	Iteration 74Q: 3 clusters Score -1818721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1818728.375000 Penalty: 4966.410645
	Iteration 75Q: 3 clusters Score -1818728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1818729.875000 Penalty: 4966.410645
	Iteration 76Q: 3 clusters Score -1818730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1818731.250000 Penalty: 4966.410645
	Iteration 77Q: 3 clusters Score -1818731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1818733.750000 Penalty: 4966.410645
	Iteration 78Q: 3 clusters Score -1818734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1818732.875000 Penalty: 4966.410645
	Iteration 79Q: 3 clusters Score -1818733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1818732.500000 Penalty: 4966.410645
	Iteration 80F: 3 clusters Score -1818732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1818734.875000 Penalty: 4966.410645
	Iteration 81Q: 3 clusters Score -1818735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1818735.375000 Penalty: 4966.410645
	Iteration 82Q: 3 clusters Score -1818735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1818738.125000 Penalty: 4966.410645
	Iteration 83Q: 3 clusters Score -1818738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1818734.375000 Penalty: 4966.410645
	Iteration 84Q: 3 clusters Score -1818734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1818734.625000 Penalty: 4966.410645
	Iteration 85Q: 3 clusters Score -1818735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1818733.750000 Penalty: 4966.410645
	Iteration 86Q: 3 clusters Score -1818734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1818734.625000 Penalty: 4966.410645
	Iteration 87Q: 3 clusters Score -1818735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1818735.625000 Penalty: 4966.410645
	Iteration 88Q: 3 clusters Score -1818736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1818735.625000 Penalty: 4966.410645
	Iteration 89F: 3 clusters Score -1818736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Entering Unmasked Estep 
Score: -1272574.750000 Penalty: 2393.490723
	Iteration 0F: 2 clusters Score -1272575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1261375.250000 Penalty: 4786.981445
	Iteration 0F: 3 clusters Score -1261375 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1264866.125000 Penalty: 4786.981445
	Iteration 1F: 3 clusters Score -1264866 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1265230.000000 Penalty: 4786.981445
	Iteration 2F: 3 clusters Score -1265230 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1265505.750000 Penalty: 4786.981445
	Iteration 3Q: 3 clusters Score -1265506 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1265737.250000 Penalty: 4786.981445
	Iteration 4Q: 3 clusters Score -1265737 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1265946.625000 Penalty: 4786.981445
	Iteration 5Q: 3 clusters Score -1265947 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1266180.625000 Penalty: 4786.981445
	Iteration 6Q: 3 clusters Score -1266181 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1266488.625000 Penalty: 4786.981445
	Iteration 7Q: 3 clusters Score -1266489 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1266894.375000 Penalty: 4786.981445
	Iteration 8Q: 3 clusters Score -1266894 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1267453.000000 Penalty: 4786.981445
	Iteration 9F: 3 clusters Score -1267453 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1268098.000000 Penalty: 4786.981445
	Iteration 10F: 3 clusters Score -1268098 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1268747.750000 Penalty: 4786.981445
	Iteration 11F: 3 clusters Score -1268748 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1269302.750000 Penalty: 4786.981445
	Iteration 12Q: 3 clusters Score -1269303 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1269698.375000 Penalty: 4786.981445
	Iteration 13Q: 3 clusters Score -1269698 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1269944.000000 Penalty: 4786.981445
	Iteration 14Q: 3 clusters Score -1269944 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1270111.000000 Penalty: 4786.981445
	Iteration 15Q: 3 clusters Score -1270111 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1270225.375000 Penalty: 4786.981445
	Iteration 16Q: 3 clusters Score -1270225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1270300.875000 Penalty: 4786.981445
	Iteration 17Q: 3 clusters Score -1270301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1270353.125000 Penalty: 4786.981445
	Iteration 18Q: 3 clusters Score -1270353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1270398.750000 Penalty: 4786.981445
	Iteration 19Q: 3 clusters Score -1270399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1270422.875000 Penalty: 4786.981445
	Iteration 20F: 3 clusters Score -1270423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1270449.375000 Penalty: 4786.981445
	Iteration 21Q: 3 clusters Score -1270449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1270475.875000 Penalty: 4786.981445
	Iteration 22Q: 3 clusters Score -1270476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1270491.250000 Penalty: 4786.981445
	Iteration 23Q: 3 clusters Score -1270491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1270503.750000 Penalty: 4786.981445
	Iteration 24Q: 3 clusters Score -1270504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1270512.875000 Penalty: 4786.981445
	Iteration 25Q: 3 clusters Score -1270513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1270523.625000 Penalty: 4786.981445
	Iteration 26Q: 3 clusters Score -1270524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1270528.750000 Penalty: 4786.981445
	Iteration 27Q: 3 clusters Score -1270529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1270536.125000 Penalty: 4786.981445
	Iteration 28Q: 3 clusters Score -1270536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1270539.500000 Penalty: 4786.981445
	Iteration 29Q: 3 clusters Score -1270540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1270542.625000 Penalty: 4786.981445
	Iteration 30Q: 3 clusters Score -1270543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1270546.625000 Penalty: 4786.981445
	Iteration 31Q: 3 clusters Score -1270547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1270547.875000 Penalty: 4786.981445
	Iteration 32Q: 3 clusters Score -1270548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1270551.125000 Penalty: 4786.981445
	Iteration 33Q: 3 clusters Score -1270551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1270550.750000 Penalty: 4786.981445
	Iteration 34Q: 3 clusters Score -1270551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1270552.250000 Penalty: 4786.981445
	Iteration 35Q: 3 clusters Score -1270552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1270553.875000 Penalty: 4786.981445
	Iteration 36Q: 3 clusters Score -1270554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1270553.875000 Penalty: 4786.981445
	Iteration 37F: 3 clusters Score -1270554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -538166.750000 Penalty: 2210.159668
	Iteration 0F: 2 clusters Score -538166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -532116.937500 Penalty: 4420.319336
	Iteration 0F: 3 clusters Score -532116.9 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -533902.937500 Penalty: 4420.319336
	Iteration 1F: 3 clusters Score -533902.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -534437.625000 Penalty: 4420.319336
	Iteration 2F: 3 clusters Score -534437.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -534965.562500 Penalty: 4420.319336
	Iteration 3F: 3 clusters Score -534965.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -535497.437500 Penalty: 4420.319336
	Iteration 4F: 3 clusters Score -535497.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -535923.187500 Penalty: 4420.319336
	Iteration 5F: 3 clusters Score -535923.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -536288.625000 Penalty: 4420.319336
	Iteration 6F: 3 clusters Score -536288.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -536622.562500 Penalty: 4420.319336
	Iteration 7Q: 3 clusters Score -536622.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -536934.437500 Penalty: 4420.319336
	Iteration 8Q: 3 clusters Score -536934.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -537198.500000 Penalty: 4420.319336
	Iteration 9Q: 3 clusters Score -537198.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -537441.562500 Penalty: 4420.319336
	Iteration 10Q: 3 clusters Score -537441.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -537682.062500 Penalty: 4420.319336
	Iteration 11Q: 3 clusters Score -537682.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -537924.000000 Penalty: 4420.319336
	Iteration 12Q: 3 clusters Score -537924 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -538155.937500 Penalty: 4420.319336
	Iteration 13Q: 3 clusters Score -538155.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -538397.125000 Penalty: 4420.319336
	Iteration 14Q: 3 clusters Score -538397.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -538650.625000 Penalty: 4420.319336
	Iteration 15Q: 3 clusters Score -538650.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -538881.062500 Penalty: 4420.319336
	Iteration 16Q: 3 clusters Score -538881.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -539028.000000 Penalty: 4420.319336
	Iteration 17Q: 3 clusters Score -539028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -539128.375000 Penalty: 4420.319336
	Iteration 18Q: 3 clusters Score -539128.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -539216.062500 Penalty: 4420.319336
	Iteration 19Q: 3 clusters Score -539216.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -539306.750000 Penalty: 4420.319336
	Iteration 20F: 3 clusters Score -539306.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -539372.062500 Penalty: 4420.319336
	Iteration 21Q: 3 clusters Score -539372.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -539422.750000 Penalty: 4420.319336
	Iteration 22Q: 3 clusters Score -539422.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -539468.750000 Penalty: 4420.319336
	Iteration 23Q: 3 clusters Score -539468.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -539484.125000 Penalty: 4420.319336
	Iteration 24Q: 3 clusters Score -539484.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -539493.187500 Penalty: 4420.319336
	Iteration 25Q: 3 clusters Score -539493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -539497.312500 Penalty: 4420.319336
	Iteration 26Q: 3 clusters Score -539497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -539500.062500 Penalty: 4420.319336
	Iteration 27Q: 3 clusters Score -539500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -539503.062500 Penalty: 4420.319336
	Iteration 28Q: 3 clusters Score -539503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -539503.437500 Penalty: 4420.319336
	Iteration 29Q: 3 clusters Score -539503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -539505.000000 Penalty: 4420.319336
	Iteration 30Q: 3 clusters Score -539505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -539505.000000 Penalty: 4420.319336
	Iteration 31F: 3 clusters Score -539505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 14761 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Mstep: Class 51 contains 6188 members 
Entering Unmasked Estep 
Score: -51166568.000000 Penalty: 169439.390625
Splitting cluster 21 changes total score from -51158864.000000 to -51166568.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 22 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -137544.750000 Penalty: 1849.343994
	Iteration 0F: 2 clusters Score -137544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135128.468750 Penalty: 3698.687988
	Iteration 0F: 3 clusters Score -135128.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -135526.843750 Penalty: 3698.687988
	Iteration 1F: 3 clusters Score -135526.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -135634.000000 Penalty: 3698.687988
	Iteration 2F: 3 clusters Score -135634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -135692.359375 Penalty: 3698.687988
	Iteration 3Q: 3 clusters Score -135692.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135725.406250 Penalty: 3698.687988
	Iteration 4Q: 3 clusters Score -135725.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -135749.359375 Penalty: 3698.687988
	Iteration 5Q: 3 clusters Score -135749.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -135763.421875 Penalty: 3698.687988
	Iteration 6Q: 3 clusters Score -135763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -135773.015625 Penalty: 3698.687988
	Iteration 7Q: 3 clusters Score -135773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -135786.859375 Penalty: 3698.687988
	Iteration 8Q: 3 clusters Score -135786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135795.937500 Penalty: 3698.687988
	Iteration 9Q: 3 clusters Score -135795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -135803.906250 Penalty: 3698.687988
	Iteration 10Q: 3 clusters Score -135803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135808.484375 Penalty: 3698.687988
	Iteration 11Q: 3 clusters Score -135808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135811.171875 Penalty: 3698.687988
	Iteration 12Q: 3 clusters Score -135811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135813.546875 Penalty: 3698.687988
	Iteration 13Q: 3 clusters Score -135813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -135817.343750 Penalty: 3698.687988
	Iteration 14Q: 3 clusters Score -135817.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135821.421875 Penalty: 3698.687988
	Iteration 15Q: 3 clusters Score -135821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -135826.812500 Penalty: 3698.687988
	Iteration 16Q: 3 clusters Score -135826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -135832.484375 Penalty: 3698.687988
	Iteration 17Q: 3 clusters Score -135832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135835.640625 Penalty: 3698.687988
	Iteration 18Q: 3 clusters Score -135835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135839.312500 Penalty: 3698.687988
	Iteration 19Q: 3 clusters Score -135839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135840.937500 Penalty: 3698.687988
	Iteration 20F: 3 clusters Score -135840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Entering Unmasked Estep 
Score: -1194689.750000 Penalty: 2380.736572
	Iteration 0F: 2 clusters Score -1194690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1183950.875000 Penalty: 4761.473145
	Iteration 0F: 3 clusters Score -1183951 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1187490.625000 Penalty: 4761.473145
	Iteration 1F: 3 clusters Score -1187491 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1188040.750000 Penalty: 4761.473145
	Iteration 2F: 3 clusters Score -1188041 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1188568.625000 Penalty: 4761.473145
	Iteration 3F: 3 clusters Score -1188569 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1189175.250000 Penalty: 4761.473145
	Iteration 4F: 3 clusters Score -1189175 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1189850.375000 Penalty: 4761.473145
	Iteration 5F: 3 clusters Score -1189850 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1190675.125000 Penalty: 4761.473145
	Iteration 6F: 3 clusters Score -1190675 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1191648.750000 Penalty: 4761.473145
	Iteration 7F: 3 clusters Score -1191649 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1192692.250000 Penalty: 4761.473145
	Iteration 8F: 3 clusters Score -1192692 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1193791.875000 Penalty: 4761.473145
	Iteration 9F: 3 clusters Score -1193792 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1194544.500000 Penalty: 4761.473145
	Iteration 10Q: 3 clusters Score -1194544 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1194859.750000 Penalty: 4761.473145
	Iteration 11Q: 3 clusters Score -1194860 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1194979.500000 Penalty: 4761.473145
	Iteration 12Q: 3 clusters Score -1194980 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1195022.875000 Penalty: 4761.473145
	Iteration 13Q: 3 clusters Score -1195023 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1195050.375000 Penalty: 4761.473145
	Iteration 14Q: 3 clusters Score -1195050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1195064.250000 Penalty: 4761.473145
	Iteration 15Q: 3 clusters Score -1195064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1195075.000000 Penalty: 4761.473145
	Iteration 16Q: 3 clusters Score -1195075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1195079.875000 Penalty: 4761.473145
	Iteration 17Q: 3 clusters Score -1195080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1195085.000000 Penalty: 4761.473145
	Iteration 18Q: 3 clusters Score -1195085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1195089.250000 Penalty: 4761.473145
	Iteration 19Q: 3 clusters Score -1195089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1195092.375000 Penalty: 4761.473145
	Iteration 20F: 3 clusters Score -1195092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1195091.625000 Penalty: 4761.473145
	Iteration 21Q: 3 clusters Score -1195092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1195090.875000 Penalty: 4761.473145
	Iteration 22Q: 3 clusters Score -1195091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1195089.750000 Penalty: 4761.473145
	Iteration 23Q: 3 clusters Score -1195090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1195090.375000 Penalty: 4761.473145
	Iteration 24Q: 3 clusters Score -1195090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1195090.375000 Penalty: 4761.473145
	Iteration 25F: 3 clusters Score -1195090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 9451 members 
Entering Unmasked Estep 
Score: -51165980.000000 Penalty: 172761.734375
Splitting cluster 23 changes total score from -51158864.000000 to -51165980.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -227952.671875 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -227952.7 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 1402 members 
Entering Unmasked Estep 
Score: -224837.218750 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -224837.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -225472.625000 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -225472.6 nChanged 207
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: -225633.000000 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -225633 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -225731.093750 Penalty: 3946.238525
	Iteration 3Q: 3 clusters Score -225731.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -225811.140625 Penalty: 3946.238525
	Iteration 4Q: 3 clusters Score -225811.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -225885.140625 Penalty: 3946.238525
	Iteration 5Q: 3 clusters Score -225885.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -225967.859375 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -225967.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -226072.843750 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -226072.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -226204.718750 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -226204.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -226362.203125 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -226362.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -226484.906250 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -226484.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -226586.750000 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -226586.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -226643.437500 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -226643.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -226678.953125 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -226679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -226712.140625 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -226712.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -226733.562500 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -226733.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -226748.890625 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -226748.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -226759.656250 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -226759.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -226762.578125 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -226762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -226766.015625 Penalty: 3946.238525
	Iteration 19Q: 3 clusters Score -226766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -226769.187500 Penalty: 3946.238525
	Iteration 20F: 3 clusters Score -226769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -226775.187500 Penalty: 3946.238525
	Iteration 21Q: 3 clusters Score -226775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -226777.859375 Penalty: 3946.238525
	Iteration 22Q: 3 clusters Score -226777.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -226779.171875 Penalty: 3946.238525
	Iteration 23Q: 3 clusters Score -226779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -226778.984375 Penalty: 3946.238525
	Iteration 24Q: 3 clusters Score -226779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -226778.984375 Penalty: 3946.238525
	Iteration 25F: 3 clusters Score -226779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -157113.906250 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -157113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -154164.125000 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -154164.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -155105.000000 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -155105 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -155749.296875 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -155749.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -156323.187500 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -156323.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -156643.250000 Penalty: 3895.195312
	Iteration 4F: 3 clusters Score -156643.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -156828.171875 Penalty: 3895.195312
	Iteration 5F: 3 clusters Score -156828.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -156966.328125 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -156966.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -157053.718750 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -157053.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -157126.531250 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -157126.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -157188.484375 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -157188.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -157236.859375 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -157236.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -157266.828125 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -157266.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -157293.406250 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -157293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -157316.031250 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -157316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157333.140625 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -157333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -157338.468750 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -157338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157340.984375 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -157341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -157341.921875 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -157341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157342.187500 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -157342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157344.437500 Penalty: 3895.195312
	Iteration 19F: 3 clusters Score -157344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -157349.421875 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -157349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -157351.781250 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -157351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -157352.140625 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -157352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -157352.140625 Penalty: 3895.195312
	Iteration 23F: 3 clusters Score -157352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 9451 members 
Mstep: Class 53 contains 1261 members 
Entering Unmasked Estep 
Score: -51164680.000000 Penalty: 176084.062500
Splitting cluster 25 changes total score from -51158864.000000 to -51164680.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 26 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -466313.375000 Penalty: 2181.754639
	Iteration 0F: 2 clusters Score -466313.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -460860.593750 Penalty: 4363.509277
	Iteration 0F: 3 clusters Score -460860.6 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -462523.531250 Penalty: 4363.509277
	Iteration 1F: 3 clusters Score -462523.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -463068.437500 Penalty: 4363.509277
	Iteration 2F: 3 clusters Score -463068.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -463528.343750 Penalty: 4363.509277
	Iteration 3F: 3 clusters Score -463528.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -463875.468750 Penalty: 4363.509277
	Iteration 4F: 3 clusters Score -463875.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -464137.875000 Penalty: 4363.509277
	Iteration 5F: 3 clusters Score -464137.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -464321.125000 Penalty: 4363.509277
	Iteration 6Q: 3 clusters Score -464321.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -464470.625000 Penalty: 4363.509277
	Iteration 7Q: 3 clusters Score -464470.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -464638.281250 Penalty: 4363.509277
	Iteration 8Q: 3 clusters Score -464638.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -464881.562500 Penalty: 4363.509277
	Iteration 9Q: 3 clusters Score -464881.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -465103.531250 Penalty: 4363.509277
	Iteration 10Q: 3 clusters Score -465103.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -465273.812500 Penalty: 4363.509277
	Iteration 11Q: 3 clusters Score -465273.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -465386.406250 Penalty: 4363.509277
	Iteration 12Q: 3 clusters Score -465386.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -465449.156250 Penalty: 4363.509277
	Iteration 13Q: 3 clusters Score -465449.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -465485.718750 Penalty: 4363.509277
	Iteration 14Q: 3 clusters Score -465485.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -465507.250000 Penalty: 4363.509277
	Iteration 15Q: 3 clusters Score -465507.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -465521.468750 Penalty: 4363.509277
	Iteration 16Q: 3 clusters Score -465521.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -465532.906250 Penalty: 4363.509277
	Iteration 17Q: 3 clusters Score -465532.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -465538.656250 Penalty: 4363.509277
	Iteration 18Q: 3 clusters Score -465538.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -465541.375000 Penalty: 4363.509277
	Iteration 19Q: 3 clusters Score -465541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -465543.406250 Penalty: 4363.509277
	Iteration 20F: 3 clusters Score -465543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -465546.187500 Penalty: 4363.509277
	Iteration 21Q: 3 clusters Score -465546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -465546.531250 Penalty: 4363.509277
	Iteration 22Q: 3 clusters Score -465546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -465548.750000 Penalty: 4363.509277
	Iteration 23Q: 3 clusters Score -465548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -465548.468750 Penalty: 4363.509277
	Iteration 24Q: 3 clusters Score -465548.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -465548.468750 Penalty: 4363.509277
	Iteration 25F: 3 clusters Score -465548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -99591.406250 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -99591.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97457.296875 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -97457.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -97832.140625 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -97832.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97940.367188 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -97940.37 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98002.562500 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -98002.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -98035.984375 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -98035.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -98057.375000 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -98057.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -98074.531250 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -98074.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -98086.726562 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -98086.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -98101.289062 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -98101.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -98112.375000 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -98112.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98120.781250 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -98120.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98125.015625 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -98125.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98128.046875 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -98128.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -98129.906250 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -98129.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -98130.984375 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -98130.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -98132.101562 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -98132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -98132.101562 Penalty: 3568.440674
	Iteration 16F: 3 clusters Score -98132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -149935.484375 Penalty: 1880.140015
	Iteration 0F: 2 clusters Score -149935.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147374.390625 Penalty: 3760.280029
	Iteration 0F: 3 clusters Score -147374.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -148175.500000 Penalty: 3760.280029
	Iteration 1F: 3 clusters Score -148175.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -148740.265625 Penalty: 3760.280029
	Iteration 2F: 3 clusters Score -148740.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -149048.890625 Penalty: 3760.280029
	Iteration 3F: 3 clusters Score -149048.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -149218.703125 Penalty: 3760.280029
	Iteration 4F: 3 clusters Score -149218.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149384.875000 Penalty: 3760.280029
	Iteration 5Q: 3 clusters Score -149384.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -149527.765625 Penalty: 3760.280029
	Iteration 6Q: 3 clusters Score -149527.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149658.750000 Penalty: 3760.280029
	Iteration 7Q: 3 clusters Score -149658.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149749.703125 Penalty: 3760.280029
	Iteration 8Q: 3 clusters Score -149749.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149811.234375 Penalty: 3760.280029
	Iteration 9Q: 3 clusters Score -149811.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -149871.281250 Penalty: 3760.280029
	Iteration 10Q: 3 clusters Score -149871.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -149918.546875 Penalty: 3760.280029
	Iteration 11Q: 3 clusters Score -149918.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -149931.734375 Penalty: 3760.280029
	Iteration 12Q: 3 clusters Score -149931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -149937.078125 Penalty: 3760.280029
	Iteration 13Q: 3 clusters Score -149937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -149938.796875 Penalty: 3760.280029
	Iteration 14Q: 3 clusters Score -149938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149939.750000 Penalty: 3760.280029
	Iteration 15Q: 3 clusters Score -149939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149940.687500 Penalty: 3760.280029
	Iteration 16Q: 3 clusters Score -149940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149940.687500 Penalty: 3760.280029
	Iteration 17F: 3 clusters Score -149940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 2113 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 9451 members 
Mstep: Class 53 contains 1261 members 
Mstep: Class 54 contains 455 members 
Entering Unmasked Estep 
Score: -51163220.000000 Penalty: 179406.406250
Splitting cluster 28 changes total score from -51158864.000000 to -51163220.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 29 (13386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Entering Unmasked Estep 
Score: -1132550.000000 Penalty: 2356.487305
	Iteration 0F: 2 clusters Score -1132550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1122664.750000 Penalty: 4712.974609
	Iteration 0F: 3 clusters Score -1122665 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1125724.125000 Penalty: 4712.974609
	Iteration 1F: 3 clusters Score -1125724 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1126087.875000 Penalty: 4712.974609
	Iteration 2F: 3 clusters Score -1126088 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1126398.750000 Penalty: 4712.974609
	Iteration 3F: 3 clusters Score -1126399 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1126707.875000 Penalty: 4712.974609
	Iteration 4Q: 3 clusters Score -1126708 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1127035.750000 Penalty: 4712.974609
	Iteration 5Q: 3 clusters Score -1127036 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1127371.750000 Penalty: 4712.974609
	Iteration 6Q: 3 clusters Score -1127372 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1127754.625000 Penalty: 4712.974609
	Iteration 7Q: 3 clusters Score -1127755 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1128164.875000 Penalty: 4712.974609
	Iteration 8Q: 3 clusters Score -1128165 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1128584.500000 Penalty: 4712.974609
	Iteration 9Q: 3 clusters Score -1128584 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1129069.875000 Penalty: 4712.974609
	Iteration 10F: 3 clusters Score -1129070 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1129502.375000 Penalty: 4712.974609
	Iteration 11Q: 3 clusters Score -1129502 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1129885.125000 Penalty: 4712.974609
	Iteration 12Q: 3 clusters Score -1129885 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1130187.625000 Penalty: 4712.974609
	Iteration 13Q: 3 clusters Score -1130188 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1130382.500000 Penalty: 4712.974609
	Iteration 14Q: 3 clusters Score -1130382 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1130517.500000 Penalty: 4712.974609
	Iteration 15Q: 3 clusters Score -1130518 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1130597.375000 Penalty: 4712.974609
	Iteration 16Q: 3 clusters Score -1130597 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1130659.000000 Penalty: 4712.974609
	Iteration 17Q: 3 clusters Score -1130659 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1130704.250000 Penalty: 4712.974609
	Iteration 18Q: 3 clusters Score -1130704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1130731.500000 Penalty: 4712.974609
	Iteration 19Q: 3 clusters Score -1130732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1130747.125000 Penalty: 4712.974609
	Iteration 20F: 3 clusters Score -1130747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1130765.750000 Penalty: 4712.974609
	Iteration 21Q: 3 clusters Score -1130766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1130781.250000 Penalty: 4712.974609
	Iteration 22Q: 3 clusters Score -1130781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1130790.250000 Penalty: 4712.974609
	Iteration 23Q: 3 clusters Score -1130790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1130800.250000 Penalty: 4712.974609
	Iteration 24Q: 3 clusters Score -1130800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1130805.875000 Penalty: 4712.974609
	Iteration 25Q: 3 clusters Score -1130806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1130809.875000 Penalty: 4712.974609
	Iteration 26Q: 3 clusters Score -1130810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1130815.625000 Penalty: 4712.974609
	Iteration 27Q: 3 clusters Score -1130816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1130814.250000 Penalty: 4712.974609
	Iteration 28Q: 3 clusters Score -1130814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1130815.375000 Penalty: 4712.974609
	Iteration 29Q: 3 clusters Score -1130815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1130820.375000 Penalty: 4712.974609
	Iteration 30Q: 3 clusters Score -1130820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1130825.000000 Penalty: 4712.974609
	Iteration 31Q: 3 clusters Score -1130825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1130826.000000 Penalty: 4712.974609
	Iteration 32Q: 3 clusters Score -1130826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1130829.875000 Penalty: 4712.974609
	Iteration 33Q: 3 clusters Score -1130830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1130831.750000 Penalty: 4712.974609
	Iteration 34Q: 3 clusters Score -1130832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1130834.750000 Penalty: 4712.974609
	Iteration 35Q: 3 clusters Score -1130835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1130837.250000 Penalty: 4712.974609
	Iteration 36Q: 3 clusters Score -1130837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1130839.500000 Penalty: 4712.974609
	Iteration 37Q: 3 clusters Score -1130840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1130839.875000 Penalty: 4712.974609
	Iteration 38Q: 3 clusters Score -1130840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1130841.125000 Penalty: 4712.974609
	Iteration 39Q: 3 clusters Score -1130841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1130844.000000 Penalty: 4712.974609
	Iteration 40F: 3 clusters Score -1130844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1130844.500000 Penalty: 4712.974609
	Iteration 41Q: 3 clusters Score -1130844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1130845.375000 Penalty: 4712.974609
	Iteration 42Q: 3 clusters Score -1130845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1130848.875000 Penalty: 4712.974609
	Iteration 43Q: 3 clusters Score -1130849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1130849.500000 Penalty: 4712.974609
	Iteration 44Q: 3 clusters Score -1130850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1130852.375000 Penalty: 4712.974609
	Iteration 45Q: 3 clusters Score -1130852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1130853.625000 Penalty: 4712.974609
	Iteration 46Q: 3 clusters Score -1130854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1130857.750000 Penalty: 4712.974609
	Iteration 47Q: 3 clusters Score -1130858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1130860.375000 Penalty: 4712.974609
	Iteration 48Q: 3 clusters Score -1130860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1130864.750000 Penalty: 4712.974609
	Iteration 49Q: 3 clusters Score -1130865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1130865.500000 Penalty: 4712.974609
	Iteration 50Q: 3 clusters Score -1130866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1130866.000000 Penalty: 4712.974609
	Iteration 51Q: 3 clusters Score -1130866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1130869.375000 Penalty: 4712.974609
	Iteration 52Q: 3 clusters Score -1130869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1130869.250000 Penalty: 4712.974609
	Iteration 53Q: 3 clusters Score -1130869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1130870.500000 Penalty: 4712.974609
	Iteration 54Q: 3 clusters Score -1130870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1130871.125000 Penalty: 4712.974609
	Iteration 55Q: 3 clusters Score -1130871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1130872.750000 Penalty: 4712.974609
	Iteration 56Q: 3 clusters Score -1130873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1130871.875000 Penalty: 4712.974609
	Iteration 57Q: 3 clusters Score -1130872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1130870.375000 Penalty: 4712.974609
	Iteration 58Q: 3 clusters Score -1130870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1130872.750000 Penalty: 4712.974609
	Iteration 59Q: 3 clusters Score -1130873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1130876.125000 Penalty: 4712.974609
	Iteration 60F: 3 clusters Score -1130876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1130879.125000 Penalty: 4712.974609
	Iteration 61Q: 3 clusters Score -1130879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1130878.000000 Penalty: 4712.974609
	Iteration 62Q: 3 clusters Score -1130878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1130881.500000 Penalty: 4712.974609
	Iteration 63Q: 3 clusters Score -1130882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1130883.625000 Penalty: 4712.974609
	Iteration 64Q: 3 clusters Score -1130884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1130888.375000 Penalty: 4712.974609
	Iteration 65Q: 3 clusters Score -1130888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1130889.500000 Penalty: 4712.974609
	Iteration 66Q: 3 clusters Score -1130890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1130893.000000 Penalty: 4712.974609
	Iteration 67Q: 3 clusters Score -1130893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1130894.000000 Penalty: 4712.974609
	Iteration 68Q: 3 clusters Score -1130894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1130892.875000 Penalty: 4712.974609
	Iteration 69Q: 3 clusters Score -1130893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1130897.125000 Penalty: 4712.974609
	Iteration 70Q: 3 clusters Score -1130897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1130897.125000 Penalty: 4712.974609
	Iteration 71F: 3 clusters Score -1130897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Entering Unmasked Estep 
Score: -5073790.500000 Penalty: 2732.327148
	Iteration 0F: 2 clusters Score -5073790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -5032815.000000 Penalty: 5464.654297
	Iteration 0F: 3 clusters Score -5032815 nChanged 28560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5048712.500000 Penalty: 5464.654297
	Iteration 1F: 3 clusters Score -5048712 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5049290.000000 Penalty: 5464.654297
	Iteration 2Q: 3 clusters Score -5049290 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -5049867.500000 Penalty: 5464.654297
	Iteration 3Q: 3 clusters Score -5049868 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -5050360.500000 Penalty: 5464.654297
	Iteration 4Q: 3 clusters Score -5050360 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5050982.000000 Penalty: 5464.654297
	Iteration 5Q: 3 clusters Score -5050982 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -5051635.000000 Penalty: 5464.654297
	Iteration 6Q: 3 clusters Score -5051635 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5052452.000000 Penalty: 5464.654297
	Iteration 7Q: 3 clusters Score -5052452 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -5053318.000000 Penalty: 5464.654297
	Iteration 8Q: 3 clusters Score -5053318 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5054378.000000 Penalty: 5464.654297
	Iteration 9Q: 3 clusters Score -5054378 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -5055645.500000 Penalty: 5464.654297
	Iteration 10Q: 3 clusters Score -5055646 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -5057125.500000 Penalty: 5464.654297
	Iteration 11Q: 3 clusters Score -5057126 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -5058592.000000 Penalty: 5464.654297
	Iteration 12Q: 3 clusters Score -5058592 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -5059920.000000 Penalty: 5464.654297
	Iteration 13Q: 3 clusters Score -5059920 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5060846.500000 Penalty: 5464.654297
	Iteration 14Q: 3 clusters Score -5060846 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5061459.000000 Penalty: 5464.654297
	Iteration 15Q: 3 clusters Score -5061459 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5061849.500000 Penalty: 5464.654297
	Iteration 16Q: 3 clusters Score -5061850 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5062074.500000 Penalty: 5464.654297
	Iteration 17Q: 3 clusters Score -5062074 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5062184.500000 Penalty: 5464.654297
	Iteration 18Q: 3 clusters Score -5062184 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -5062245.500000 Penalty: 5464.654297
	Iteration 19Q: 3 clusters Score -5062246 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -5062320.000000 Penalty: 5464.654297
	Iteration 20F: 3 clusters Score -5062320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -5062363.000000 Penalty: 5464.654297
	Iteration 21Q: 3 clusters Score -5062363 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5062400.500000 Penalty: 5464.654297
	Iteration 22Q: 3 clusters Score -5062400 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -5062421.500000 Penalty: 5464.654297
	Iteration 23Q: 3 clusters Score -5062422 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -5062450.000000 Penalty: 5464.654297
	Iteration 24Q: 3 clusters Score -5062450 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -5062463.500000 Penalty: 5464.654297
	Iteration 25Q: 3 clusters Score -5062464 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5062491.500000 Penalty: 5464.654297
	Iteration 26Q: 3 clusters Score -5062492 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -5062520.000000 Penalty: 5464.654297
	Iteration 27Q: 3 clusters Score -5062520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -5062534.500000 Penalty: 5464.654297
	Iteration 28Q: 3 clusters Score -5062534 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -5062532.000000 Penalty: 5464.654297
	Iteration 29Q: 3 clusters Score -5062532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -5062545.000000 Penalty: 5464.654297
	Iteration 30Q: 3 clusters Score -5062545 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -5062548.500000 Penalty: 5464.654297
	Iteration 31Q: 3 clusters Score -5062548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -5062576.000000 Penalty: 5464.654297
	Iteration 32Q: 3 clusters Score -5062576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5062581.000000 Penalty: 5464.654297
	Iteration 33Q: 3 clusters Score -5062581 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5062573.000000 Penalty: 5464.654297
	Iteration 34Q: 3 clusters Score -5062573 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5062602.500000 Penalty: 5464.654297
	Iteration 35Q: 3 clusters Score -5062602 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5062587.500000 Penalty: 5464.654297
	Iteration 36Q: 3 clusters Score -5062588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5062597.500000 Penalty: 5464.654297
	Iteration 37Q: 3 clusters Score -5062598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -5062598.000000 Penalty: 5464.654297
	Iteration 38Q: 3 clusters Score -5062598 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5062592.500000 Penalty: 5464.654297
	Iteration 39Q: 3 clusters Score -5062592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5062613.500000 Penalty: 5464.654297
	Iteration 40F: 3 clusters Score -5062614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -5062608.000000 Penalty: 5464.654297
	Iteration 41Q: 3 clusters Score -5062608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5062613.000000 Penalty: 5464.654297
	Iteration 42Q: 3 clusters Score -5062613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5062625.500000 Penalty: 5464.654297
	Iteration 43Q: 3 clusters Score -5062626 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5062620.500000 Penalty: 5464.654297
	Iteration 44Q: 3 clusters Score -5062620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5062631.000000 Penalty: 5464.654297
	Iteration 45Q: 3 clusters Score -5062631 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5062634.000000 Penalty: 5464.654297
	Iteration 46Q: 3 clusters Score -5062634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -5062636.000000 Penalty: 5464.654297
	Iteration 47Q: 3 clusters Score -5062636 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5062642.000000 Penalty: 5464.654297
	Iteration 48Q: 3 clusters Score -5062642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -5062654.500000 Penalty: 5464.654297
	Iteration 49Q: 3 clusters Score -5062654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5062658.000000 Penalty: 5464.654297
	Iteration 50Q: 3 clusters Score -5062658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5062665.000000 Penalty: 5464.654297
	Iteration 51Q: 3 clusters Score -5062665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -5062658.000000 Penalty: 5464.654297
	Iteration 52Q: 3 clusters Score -5062658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -5062662.000000 Penalty: 5464.654297
	Iteration 53Q: 3 clusters Score -5062662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5062660.500000 Penalty: 5464.654297
	Iteration 54Q: 3 clusters Score -5062660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -5062661.000000 Penalty: 5464.654297
	Iteration 55Q: 3 clusters Score -5062661 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -5062664.500000 Penalty: 5464.654297
	Iteration 56Q: 3 clusters Score -5062664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5062682.000000 Penalty: 5464.654297
	Iteration 57Q: 3 clusters Score -5062682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5062695.000000 Penalty: 5464.654297
	Iteration 58Q: 3 clusters Score -5062695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5062692.000000 Penalty: 5464.654297
	Iteration 59Q: 3 clusters Score -5062692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5062687.500000 Penalty: 5464.654297
	Iteration 60F: 3 clusters Score -5062688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5062691.500000 Penalty: 5464.654297
	Iteration 61Q: 3 clusters Score -5062692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -5062698.500000 Penalty: 5464.654297
	Iteration 62Q: 3 clusters Score -5062698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5062709.500000 Penalty: 5464.654297
	Iteration 63Q: 3 clusters Score -5062710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5062732.000000 Penalty: 5464.654297
	Iteration 64Q: 3 clusters Score -5062732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5062729.500000 Penalty: 5464.654297
	Iteration 65Q: 3 clusters Score -5062730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5062725.500000 Penalty: 5464.654297
	Iteration 66Q: 3 clusters Score -5062726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5062740.500000 Penalty: 5464.654297
	Iteration 67Q: 3 clusters Score -5062740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -5062726.500000 Penalty: 5464.654297
	Iteration 68Q: 3 clusters Score -5062726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -5062738.000000 Penalty: 5464.654297
	Iteration 69Q: 3 clusters Score -5062738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -5062766.000000 Penalty: 5464.654297
	Iteration 70Q: 3 clusters Score -5062766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5062793.000000 Penalty: 5464.654297
	Iteration 71Q: 3 clusters Score -5062793 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -5062794.500000 Penalty: 5464.654297
	Iteration 72Q: 3 clusters Score -5062794 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5062806.000000 Penalty: 5464.654297
	Iteration 73Q: 3 clusters Score -5062806 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5062823.000000 Penalty: 5464.654297
	Iteration 74Q: 3 clusters Score -5062823 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5062844.500000 Penalty: 5464.654297
	Iteration 75Q: 3 clusters Score -5062844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5062863.500000 Penalty: 5464.654297
	Iteration 76Q: 3 clusters Score -5062864 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -5062860.500000 Penalty: 5464.654297
	Iteration 77Q: 3 clusters Score -5062860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -5062893.500000 Penalty: 5464.654297
	Iteration 78Q: 3 clusters Score -5062894 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -5062901.000000 Penalty: 5464.654297
	Iteration 79Q: 3 clusters Score -5062901 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -5062894.000000 Penalty: 5464.654297
	Iteration 80F: 3 clusters Score -5062894 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5062893.000000 Penalty: 5464.654297
	Iteration 81Q: 3 clusters Score -5062893 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -5062909.500000 Penalty: 5464.654297
	Iteration 82Q: 3 clusters Score -5062910 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5062913.000000 Penalty: 5464.654297
	Iteration 83Q: 3 clusters Score -5062913 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5062943.500000 Penalty: 5464.654297
	Iteration 84Q: 3 clusters Score -5062944 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -5062983.000000 Penalty: 5464.654297
	Iteration 85Q: 3 clusters Score -5062983 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5063007.000000 Penalty: 5464.654297
	Iteration 86Q: 3 clusters Score -5063007 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -5063041.000000 Penalty: 5464.654297
	Iteration 87Q: 3 clusters Score -5063041 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40609 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5063528 nChanged 551
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5063920 nChanged 698
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5064114 nChanged 726
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5064283 nChanged 784
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5064520 nChanged 861
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5065320 nChanged 1004
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Mstep: Class 1 contains 48378 members 
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	Iteration 107Q: 3 clusters Score -5065689 nChanged 1050
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Mstep: Class 1 contains 49424 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5066076 nChanged 1114
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Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5066611 nChanged 1199
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Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5067171 nChanged 1134
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Mstep: Class 1 contains 52851 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5067783 nChanged 1058
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	Iteration 112Q: 3 clusters Score -5068408 nChanged 995
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Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 2533 members 
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Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5071284 nChanged 108
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Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5071314 nChanged 77
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Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5071354 nChanged 69
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Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1988 members 
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	Iteration 125Q: 3 clusters Score -5071379 nChanged 61
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Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 1935 members 
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	Iteration 126Q: 3 clusters Score -5071388 nChanged 44
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Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5071420 nChanged 37
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Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5071439 nChanged 41
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Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5071461 nChanged 36
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Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5071482 nChanged 36
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Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 1749 members 
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	Iteration 131Q: 3 clusters Score -5071488 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5071507 nChanged 28
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Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5071516 nChanged 19
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Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5071521.500000 Penalty: 5464.654297
	Iteration 134Q: 3 clusters Score -5071522 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5071529 nChanged 21
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Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5071530 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5071540 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5071542 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5071540 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5071561.500000 Penalty: 5464.654297
	Iteration 140F: 3 clusters Score -5071562 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5071556 nChanged 20
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Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 1549 members 
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	Iteration 142Q: 3 clusters Score -5071556 nChanged 13
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Mstep: Class 1 contains 59392 members 
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	Iteration 143Q: 3 clusters Score -5071564 nChanged 13
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	Iteration 144Q: 3 clusters Score -5071574 nChanged 14
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Mstep: Class 1 contains 59419 members 
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	Iteration 145Q: 3 clusters Score -5071576 nChanged 16
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Mstep: Class 1 contains 59433 members 
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	Iteration 146Q: 3 clusters Score -5071583 nChanged 10
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Mstep: Class 1 contains 59439 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5071586 nChanged 12
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Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5071596 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5071596 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5071592 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5071589 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59464 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5071594 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5071594 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5071600 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 1455 members 
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	Iteration 155Q: 3 clusters Score -5071600 nChanged 7
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Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 1448 members 
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	Iteration 156Q: 3 clusters Score -5071598 nChanged 5
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	Iteration 157Q: 3 clusters Score -5071600 nChanged 5
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Mstep: Class 2 contains 1438 members 
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	Iteration 158Q: 3 clusters Score -5071600 nChanged 3
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Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5071603 nChanged 3
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Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 1432 members 
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	Iteration 160F: 3 clusters Score -5071600 nChanged 1
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	Iteration 161Q: 3 clusters Score -5071600 nChanged 1
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Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 1430 members 
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	Iteration 162Q: 3 clusters Score -5071599 nChanged 1
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	Iteration 163Q: 3 clusters Score -5071603 nChanged 1
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Mstep: Class 1 contains 59500 members 
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	Iteration 164Q: 3 clusters Score -5071603 nChanged 3
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	Iteration 165Q: 3 clusters Score -5071602 nChanged 2
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	Iteration 166Q: 3 clusters Score -5071604 nChanged 2
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	Iteration 167Q: 3 clusters Score -5071604 nChanged 1
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	Iteration 168Q: 3 clusters Score -5071603 nChanged 2
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	Iteration 169Q: 3 clusters Score -5071603 nChanged 0
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	Iteration 170F: 3 clusters Score -5071603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -4712809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 29067 members 
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Mstep: Class 1 contains 32320 members 
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	Iteration 2Q: 3 clusters Score -4690346 nChanged 2973
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Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 23356 members 
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	Iteration 3F: 3 clusters Score -4691687 nChanged 3599
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Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 20445 members 
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	Iteration 4F: 3 clusters Score -4693785 nChanged 4112
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Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4696564 nChanged 4295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4699832 nChanged 3989
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Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4703003.500000 Penalty: 5437.937500
	Iteration 7F: 3 clusters Score -4703004 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4705536 nChanged 2289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4707420 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4708646.000000 Penalty: 5437.937500
	Iteration 10Q: 3 clusters Score -4708646 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4709386.000000 Penalty: 5437.937500
	Iteration 11Q: 3 clusters Score -4709386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4709826.000000 Penalty: 5437.937500
	Iteration 12Q: 3 clusters Score -4709826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4710054.500000 Penalty: 5437.937500
	Iteration 13Q: 3 clusters Score -4710054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4710175.000000 Penalty: 5437.937500
	Iteration 14Q: 3 clusters Score -4710175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4710222.000000 Penalty: 5437.937500
	Iteration 15Q: 3 clusters Score -4710222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4710260.500000 Penalty: 5437.937500
	Iteration 16Q: 3 clusters Score -4710260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4710302.500000 Penalty: 5437.937500
	Iteration 17Q: 3 clusters Score -4710302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4710319.000000 Penalty: 5437.937500
	Iteration 18Q: 3 clusters Score -4710319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4710341.000000 Penalty: 5437.937500
	Iteration 19Q: 3 clusters Score -4710341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4710354.500000 Penalty: 5437.937500
	Iteration 20F: 3 clusters Score -4710354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4710362.500000 Penalty: 5437.937500
	Iteration 21Q: 3 clusters Score -4710362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4710371.500000 Penalty: 5437.937500
	Iteration 22Q: 3 clusters Score -4710372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4710384.000000 Penalty: 5437.937500
	Iteration 23Q: 3 clusters Score -4710384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4710382.500000 Penalty: 5437.937500
	Iteration 24Q: 3 clusters Score -4710382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4710391.500000 Penalty: 5437.937500
	Iteration 25Q: 3 clusters Score -4710392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4710404.500000 Penalty: 5437.937500
	Iteration 26Q: 3 clusters Score -4710404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4710412.000000 Penalty: 5437.937500
	Iteration 27Q: 3 clusters Score -4710412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4710421.000000 Penalty: 5437.937500
	Iteration 28Q: 3 clusters Score -4710421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4710425.500000 Penalty: 5437.937500
	Iteration 29Q: 3 clusters Score -4710426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4710423.000000 Penalty: 5437.937500
	Iteration 30Q: 3 clusters Score -4710423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4710423.000000 Penalty: 5437.937500
	Iteration 31F: 3 clusters Score -4710423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -89256.617188 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -89256.62 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 571 members 
Entering Unmasked Estep 
Score: -87172.953125 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -87172.95 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87415.734375 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -87415.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87493.406250 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -87493.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87541.000000 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -87541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87572.703125 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -87572.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87611.585938 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -87611.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87644.023438 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -87644.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -87656.351562 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -87656.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -87659.210938 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -87659.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87663.171875 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -87663.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -87667.492188 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -87667.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87671.546875 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -87671.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -87673.765625 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -87673.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -87676.804688 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -87676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87679.914062 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -87679.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87679.914062 Penalty: 3485.548096
	Iteration 15F: 3 clusters Score -87679.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Entering Unmasked Estep 
Score: -1321114.625000 Penalty: 2399.964600
	Iteration 0F: 2 clusters Score -1321115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1309464.500000 Penalty: 4799.929199
	Iteration 0F: 3 clusters Score -1309464 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1313296.500000 Penalty: 4799.929199
	Iteration 1F: 3 clusters Score -1313296 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1313739.250000 Penalty: 4799.929199
	Iteration 2F: 3 clusters Score -1313739 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1314102.125000 Penalty: 4799.929199
	Iteration 3F: 3 clusters Score -1314102 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1314444.750000 Penalty: 4799.929199
	Iteration 4Q: 3 clusters Score -1314445 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1314807.750000 Penalty: 4799.929199
	Iteration 5Q: 3 clusters Score -1314808 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1315142.875000 Penalty: 4799.929199
	Iteration 6Q: 3 clusters Score -1315143 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1315427.125000 Penalty: 4799.929199
	Iteration 7Q: 3 clusters Score -1315427 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1315676.625000 Penalty: 4799.929199
	Iteration 8Q: 3 clusters Score -1315677 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1315921.875000 Penalty: 4799.929199
	Iteration 9Q: 3 clusters Score -1315922 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1316203.625000 Penalty: 4799.929199
	Iteration 10Q: 3 clusters Score -1316204 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1316487.125000 Penalty: 4799.929199
	Iteration 11Q: 3 clusters Score -1316487 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1316766.875000 Penalty: 4799.929199
	Iteration 12Q: 3 clusters Score -1316767 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1317033.250000 Penalty: 4799.929199
	Iteration 13Q: 3 clusters Score -1317033 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1317282.375000 Penalty: 4799.929199
	Iteration 14Q: 3 clusters Score -1317282 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1317539.375000 Penalty: 4799.929199
	Iteration 15Q: 3 clusters Score -1317539 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1317763.500000 Penalty: 4799.929199
	Iteration 16Q: 3 clusters Score -1317764 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1317960.875000 Penalty: 4799.929199
	Iteration 17Q: 3 clusters Score -1317961 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1318113.250000 Penalty: 4799.929199
	Iteration 18Q: 3 clusters Score -1318113 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1318232.375000 Penalty: 4799.929199
	Iteration 19Q: 3 clusters Score -1318232 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1318314.000000 Penalty: 4799.929199
	Iteration 20F: 3 clusters Score -1318314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1318383.875000 Penalty: 4799.929199
	Iteration 21Q: 3 clusters Score -1318384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1318435.125000 Penalty: 4799.929199
	Iteration 22Q: 3 clusters Score -1318435 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1318488.625000 Penalty: 4799.929199
	Iteration 23Q: 3 clusters Score -1318489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1318537.750000 Penalty: 4799.929199
	Iteration 24Q: 3 clusters Score -1318538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1318594.375000 Penalty: 4799.929199
	Iteration 25Q: 3 clusters Score -1318594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1318656.375000 Penalty: 4799.929199
	Iteration 26Q: 3 clusters Score -1318656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1318698.500000 Penalty: 4799.929199
	Iteration 27Q: 3 clusters Score -1318698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1318738.250000 Penalty: 4799.929199
	Iteration 28Q: 3 clusters Score -1318738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1318775.625000 Penalty: 4799.929199
	Iteration 29Q: 3 clusters Score -1318776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1318809.375000 Penalty: 4799.929199
	Iteration 30Q: 3 clusters Score -1318809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1318846.625000 Penalty: 4799.929199
	Iteration 31Q: 3 clusters Score -1318847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1318880.125000 Penalty: 4799.929199
	Iteration 32Q: 3 clusters Score -1318880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1318907.625000 Penalty: 4799.929199
	Iteration 33Q: 3 clusters Score -1318908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1318932.625000 Penalty: 4799.929199
	Iteration 34Q: 3 clusters Score -1318933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1318950.125000 Penalty: 4799.929199
	Iteration 35Q: 3 clusters Score -1318950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1318969.500000 Penalty: 4799.929199
	Iteration 36Q: 3 clusters Score -1318970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1318991.125000 Penalty: 4799.929199
	Iteration 37Q: 3 clusters Score -1318991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1319008.125000 Penalty: 4799.929199
	Iteration 38Q: 3 clusters Score -1319008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1319022.375000 Penalty: 4799.929199
	Iteration 39Q: 3 clusters Score -1319022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1319038.375000 Penalty: 4799.929199
	Iteration 40F: 3 clusters Score -1319038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1319054.500000 Penalty: 4799.929199
	Iteration 41Q: 3 clusters Score -1319054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1319072.875000 Penalty: 4799.929199
	Iteration 42Q: 3 clusters Score -1319073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1319106.875000 Penalty: 4799.929199
	Iteration 43Q: 3 clusters Score -1319107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1319127.625000 Penalty: 4799.929199
	Iteration 44Q: 3 clusters Score -1319128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1319146.750000 Penalty: 4799.929199
	Iteration 45Q: 3 clusters Score -1319147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1319168.250000 Penalty: 4799.929199
	Iteration 46Q: 3 clusters Score -1319168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1319187.375000 Penalty: 4799.929199
	Iteration 47Q: 3 clusters Score -1319187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1319198.875000 Penalty: 4799.929199
	Iteration 48Q: 3 clusters Score -1319199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1319218.500000 Penalty: 4799.929199
	Iteration 49Q: 3 clusters Score -1319218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1319226.250000 Penalty: 4799.929199
	Iteration 50Q: 3 clusters Score -1319226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1319229.125000 Penalty: 4799.929199
	Iteration 51Q: 3 clusters Score -1319229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1319231.125000 Penalty: 4799.929199
	Iteration 52Q: 3 clusters Score -1319231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1319231.625000 Penalty: 4799.929199
	Iteration 53Q: 3 clusters Score -1319232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1319235.500000 Penalty: 4799.929199
	Iteration 54Q: 3 clusters Score -1319236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1319237.625000 Penalty: 4799.929199
	Iteration 55Q: 3 clusters Score -1319238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1319243.750000 Penalty: 4799.929199
	Iteration 56Q: 3 clusters Score -1319244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1319243.875000 Penalty: 4799.929199
	Iteration 57Q: 3 clusters Score -1319244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1319249.125000 Penalty: 4799.929199
	Iteration 58Q: 3 clusters Score -1319249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1319252.125000 Penalty: 4799.929199
	Iteration 59Q: 3 clusters Score -1319252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1319255.250000 Penalty: 4799.929199
	Iteration 60F: 3 clusters Score -1319255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1319255.750000 Penalty: 4799.929199
	Iteration 61Q: 3 clusters Score -1319256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1319258.625000 Penalty: 4799.929199
	Iteration 62Q: 3 clusters Score -1319259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1319258.625000 Penalty: 4799.929199
	Iteration 63F: 3 clusters Score -1319259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -487931.187500 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -487931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -482664.843750 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -482664.8 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -483995.812500 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -483995.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -484262.281250 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -484262.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -484500.750000 Penalty: 4327.045410
	Iteration 3F: 3 clusters Score -484500.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -484816.687500 Penalty: 4327.045410
	Iteration 4F: 3 clusters Score -484816.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -485175.250000 Penalty: 4327.045410
	Iteration 5F: 3 clusters Score -485175.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -485500.656250 Penalty: 4327.045410
	Iteration 6F: 3 clusters Score -485500.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -485765.906250 Penalty: 4327.045410
	Iteration 7F: 3 clusters Score -485765.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -486004.437500 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -486004.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -486213.375000 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -486213.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -486368.406250 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -486368.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -486498.375000 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -486498.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -486611.187500 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -486611.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -486722.281250 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -486722.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -486807.406250 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -486807.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -486876.937500 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -486876.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -486933.062500 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -486933.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486977.843750 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -486977.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -487015.375000 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -487015.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -487040.562500 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -487040.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -487055.281250 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -487055.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -487070.156250 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -487070.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -487085.625000 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -487085.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -487093.156250 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -487093.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -487100.906250 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -487100.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -487107.906250 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -487107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -487114.062500 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -487114.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -487117.875000 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -487117.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -487120.687500 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -487120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -487123.781250 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -487123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -487126.593750 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -487126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -487125.312500 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -487125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -487125.593750 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -487125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -487126.312500 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -487126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -487127.500000 Penalty: 4327.045410
	Iteration 34Q: 3 clusters Score -487127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -487128.312500 Penalty: 4327.045410
	Iteration 35Q: 3 clusters Score -487128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -487128.156250 Penalty: 4327.045410
	Iteration 36Q: 3 clusters Score -487128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -487129.093750 Penalty: 4327.045410
	Iteration 37Q: 3 clusters Score -487129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -487129.406250 Penalty: 4327.045410
	Iteration 38Q: 3 clusters Score -487129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -487129.593750 Penalty: 4327.045410
	Iteration 39Q: 3 clusters Score -487129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -487129.781250 Penalty: 4327.045410
	Iteration 40F: 3 clusters Score -487129.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Entering Unmasked Estep 
Score: -1176285.750000 Penalty: 2402.593750
	Iteration 0F: 2 clusters Score -1176286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1164796.875000 Penalty: 4805.187500
	Iteration 0F: 3 clusters Score -1164797 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1168757.750000 Penalty: 4805.187500
	Iteration 1F: 3 clusters Score -1168758 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1169394.750000 Penalty: 4805.187500
	Iteration 2F: 3 clusters Score -1169395 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1170041.500000 Penalty: 4805.187500
	Iteration 3F: 3 clusters Score -1170042 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1170661.500000 Penalty: 4805.187500
	Iteration 4F: 3 clusters Score -1170662 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1171169.250000 Penalty: 4805.187500
	Iteration 5F: 3 clusters Score -1171169 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1171579.500000 Penalty: 4805.187500
	Iteration 6Q: 3 clusters Score -1171580 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1171924.750000 Penalty: 4805.187500
	Iteration 7Q: 3 clusters Score -1171925 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1172184.250000 Penalty: 4805.187500
	Iteration 8Q: 3 clusters Score -1172184 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1172407.750000 Penalty: 4805.187500
	Iteration 9Q: 3 clusters Score -1172408 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1172586.000000 Penalty: 4805.187500
	Iteration 10Q: 3 clusters Score -1172586 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1172746.125000 Penalty: 4805.187500
	Iteration 11Q: 3 clusters Score -1172746 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1172883.375000 Penalty: 4805.187500
	Iteration 12Q: 3 clusters Score -1172883 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1173004.500000 Penalty: 4805.187500
	Iteration 13Q: 3 clusters Score -1173004 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1173105.375000 Penalty: 4805.187500
	Iteration 14Q: 3 clusters Score -1173105 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1173201.875000 Penalty: 4805.187500
	Iteration 15Q: 3 clusters Score -1173202 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1173299.750000 Penalty: 4805.187500
	Iteration 16Q: 3 clusters Score -1173300 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1173408.750000 Penalty: 4805.187500
	Iteration 17Q: 3 clusters Score -1173409 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1173519.500000 Penalty: 4805.187500
	Iteration 18Q: 3 clusters Score -1173520 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1173629.125000 Penalty: 4805.187500
	Iteration 19Q: 3 clusters Score -1173629 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1173715.000000 Penalty: 4805.187500
	Iteration 20F: 3 clusters Score -1173715 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1173774.125000 Penalty: 4805.187500
	Iteration 21Q: 3 clusters Score -1173774 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1173844.500000 Penalty: 4805.187500
	Iteration 22Q: 3 clusters Score -1173844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1173908.000000 Penalty: 4805.187500
	Iteration 23Q: 3 clusters Score -1173908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1173959.375000 Penalty: 4805.187500
	Iteration 24Q: 3 clusters Score -1173959 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1174004.875000 Penalty: 4805.187500
	Iteration 25Q: 3 clusters Score -1174005 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1174038.875000 Penalty: 4805.187500
	Iteration 26Q: 3 clusters Score -1174039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1174071.000000 Penalty: 4805.187500
	Iteration 27Q: 3 clusters Score -1174071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1174099.875000 Penalty: 4805.187500
	Iteration 28Q: 3 clusters Score -1174100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1174127.250000 Penalty: 4805.187500
	Iteration 29Q: 3 clusters Score -1174127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1174149.000000 Penalty: 4805.187500
	Iteration 30Q: 3 clusters Score -1174149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1174164.125000 Penalty: 4805.187500
	Iteration 31Q: 3 clusters Score -1174164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1174185.125000 Penalty: 4805.187500
	Iteration 32Q: 3 clusters Score -1174185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1174206.625000 Penalty: 4805.187500
	Iteration 33Q: 3 clusters Score -1174207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1174225.375000 Penalty: 4805.187500
	Iteration 34Q: 3 clusters Score -1174225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1174247.250000 Penalty: 4805.187500
	Iteration 35Q: 3 clusters Score -1174247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1174275.500000 Penalty: 4805.187500
	Iteration 36Q: 3 clusters Score -1174276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1174307.500000 Penalty: 4805.187500
	Iteration 37Q: 3 clusters Score -1174308 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1174340.250000 Penalty: 4805.187500
	Iteration 38Q: 3 clusters Score -1174340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1174370.625000 Penalty: 4805.187500
	Iteration 39Q: 3 clusters Score -1174371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1174399.875000 Penalty: 4805.187500
	Iteration 40F: 3 clusters Score -1174400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1174427.125000 Penalty: 4805.187500
	Iteration 41Q: 3 clusters Score -1174427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1174458.875000 Penalty: 4805.187500
	Iteration 42Q: 3 clusters Score -1174459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1174494.250000 Penalty: 4805.187500
	Iteration 43Q: 3 clusters Score -1174494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1174520.125000 Penalty: 4805.187500
	Iteration 44Q: 3 clusters Score -1174520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1174543.625000 Penalty: 4805.187500
	Iteration 45Q: 3 clusters Score -1174544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1174558.875000 Penalty: 4805.187500
	Iteration 46Q: 3 clusters Score -1174559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1174578.625000 Penalty: 4805.187500
	Iteration 47Q: 3 clusters Score -1174579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1174604.500000 Penalty: 4805.187500
	Iteration 48Q: 3 clusters Score -1174604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1174637.375000 Penalty: 4805.187500
	Iteration 49Q: 3 clusters Score -1174637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1174662.000000 Penalty: 4805.187500
	Iteration 50Q: 3 clusters Score -1174662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1174695.000000 Penalty: 4805.187500
	Iteration 51Q: 3 clusters Score -1174695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1174718.625000 Penalty: 4805.187500
	Iteration 52Q: 3 clusters Score -1174719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1174751.625000 Penalty: 4805.187500
	Iteration 53Q: 3 clusters Score -1174752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1174779.250000 Penalty: 4805.187500
	Iteration 54Q: 3 clusters Score -1174779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1174803.500000 Penalty: 4805.187500
	Iteration 55Q: 3 clusters Score -1174804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1174826.250000 Penalty: 4805.187500
	Iteration 56Q: 3 clusters Score -1174826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1174838.875000 Penalty: 4805.187500
	Iteration 57Q: 3 clusters Score -1174839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1174854.875000 Penalty: 4805.187500
	Iteration 58Q: 3 clusters Score -1174855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1174863.500000 Penalty: 4805.187500
	Iteration 59Q: 3 clusters Score -1174864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1174872.375000 Penalty: 4805.187500
	Iteration 60F: 3 clusters Score -1174872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1174876.250000 Penalty: 4805.187500
	Iteration 61Q: 3 clusters Score -1174876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1174881.250000 Penalty: 4805.187500
	Iteration 62Q: 3 clusters Score -1174881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1174887.500000 Penalty: 4805.187500
	Iteration 63Q: 3 clusters Score -1174888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1174890.625000 Penalty: 4805.187500
	Iteration 64Q: 3 clusters Score -1174891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1174895.250000 Penalty: 4805.187500
	Iteration 65Q: 3 clusters Score -1174895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1174901.375000 Penalty: 4805.187500
	Iteration 66Q: 3 clusters Score -1174901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1174904.625000 Penalty: 4805.187500
	Iteration 67Q: 3 clusters Score -1174905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1174904.000000 Penalty: 4805.187500
	Iteration 68Q: 3 clusters Score -1174904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1174912.125000 Penalty: 4805.187500
	Iteration 69Q: 3 clusters Score -1174912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1174911.875000 Penalty: 4805.187500
	Iteration 70Q: 3 clusters Score -1174912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1174913.875000 Penalty: 4805.187500
	Iteration 71Q: 3 clusters Score -1174914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1174913.500000 Penalty: 4805.187500
	Iteration 72Q: 3 clusters Score -1174914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1174915.500000 Penalty: 4805.187500
	Iteration 73Q: 3 clusters Score -1174916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1174919.875000 Penalty: 4805.187500
	Iteration 74Q: 3 clusters Score -1174920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1174921.625000 Penalty: 4805.187500
	Iteration 75Q: 3 clusters Score -1174922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1174921.500000 Penalty: 4805.187500
	Iteration 76Q: 3 clusters Score -1174922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1174922.750000 Penalty: 4805.187500
	Iteration 77Q: 3 clusters Score -1174923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1174921.625000 Penalty: 4805.187500
	Iteration 78Q: 3 clusters Score -1174922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1174927.125000 Penalty: 4805.187500
	Iteration 79Q: 3 clusters Score -1174927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1174929.625000 Penalty: 4805.187500
	Iteration 80F: 3 clusters Score -1174930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1174931.375000 Penalty: 4805.187500
	Iteration 81Q: 3 clusters Score -1174931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1174934.625000 Penalty: 4805.187500
	Iteration 82Q: 3 clusters Score -1174935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1174934.375000 Penalty: 4805.187500
	Iteration 83Q: 3 clusters Score -1174934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1174934.375000 Penalty: 4805.187500
	Iteration 84F: 3 clusters Score -1174934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -778034.125000 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -778034.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -770684.687500 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -770684.7 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -772918.875000 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -772918.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -773365.437500 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -773365.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -773766.937500 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -773766.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -774216.750000 Penalty: 4539.955078
	Iteration 4F: 3 clusters Score -774216.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -774724.812500 Penalty: 4539.955078
	Iteration 5F: 3 clusters Score -774724.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -775124.375000 Penalty: 4539.955078
	Iteration 6Q: 3 clusters Score -775124.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -775438.687500 Penalty: 4539.955078
	Iteration 7Q: 3 clusters Score -775438.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -775708.000000 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -775708 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -775930.687500 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -775930.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -776091.625000 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -776091.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -776196.062500 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -776196.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -776268.625000 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -776268.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -776319.187500 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -776319.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -776372.125000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -776372.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -776409.625000 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -776409.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -776432.187500 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -776432.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -776446.750000 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -776446.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -776455.437500 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -776455.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -776464.562500 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -776464.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -776469.437500 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -776469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -776476.562500 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -776476.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -776475.750000 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -776475.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -776477.187500 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -776477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -776477.500000 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -776477.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -776479.312500 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -776479.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -776481.625000 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -776481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -776482.125000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -776482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -776484.750000 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -776484.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -776487.937500 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -776487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -776491.875000 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -776491.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -776496.687500 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -776496.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -776499.250000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -776499.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -776505.437500 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -776505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -776511.500000 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -776511.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -776519.562500 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -776519.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -776524.500000 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -776524.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -776530.750000 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -776530.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -776534.687500 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -776534.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -776541.875000 Penalty: 4539.955078
	Iteration 39Q: 3 clusters Score -776541.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -776544.375000 Penalty: 4539.955078
	Iteration 40F: 3 clusters Score -776544.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -776550.375000 Penalty: 4539.955078
	Iteration 41Q: 3 clusters Score -776550.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -776551.750000 Penalty: 4539.955078
	Iteration 42Q: 3 clusters Score -776551.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -776558.437500 Penalty: 4539.955078
	Iteration 43Q: 3 clusters Score -776558.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -776564.750000 Penalty: 4539.955078
	Iteration 44Q: 3 clusters Score -776564.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -776568.375000 Penalty: 4539.955078
	Iteration 45Q: 3 clusters Score -776568.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -776573.812500 Penalty: 4539.955078
	Iteration 46Q: 3 clusters Score -776573.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -776578.562500 Penalty: 4539.955078
	Iteration 47Q: 3 clusters Score -776578.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -776584.500000 Penalty: 4539.955078
	Iteration 48Q: 3 clusters Score -776584.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -776590.812500 Penalty: 4539.955078
	Iteration 49Q: 3 clusters Score -776590.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -776597.312500 Penalty: 4539.955078
	Iteration 50Q: 3 clusters Score -776597.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -776598.750000 Penalty: 4539.955078
	Iteration 51Q: 3 clusters Score -776598.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -776602.750000 Penalty: 4539.955078
	Iteration 52Q: 3 clusters Score -776602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -776607.125000 Penalty: 4539.955078
	Iteration 53Q: 3 clusters Score -776607.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -776609.750000 Penalty: 4539.955078
	Iteration 54Q: 3 clusters Score -776609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -776614.937500 Penalty: 4539.955078
	Iteration 55Q: 3 clusters Score -776614.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -776618.125000 Penalty: 4539.955078
	Iteration 56Q: 3 clusters Score -776618.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -776623.750000 Penalty: 4539.955078
	Iteration 57Q: 3 clusters Score -776623.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -776625.375000 Penalty: 4539.955078
	Iteration 58Q: 3 clusters Score -776625.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -776630.812500 Penalty: 4539.955078
	Iteration 59Q: 3 clusters Score -776630.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -776638.312500 Penalty: 4539.955078
	Iteration 60F: 3 clusters Score -776638.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -776643.187500 Penalty: 4539.955078
	Iteration 61Q: 3 clusters Score -776643.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -776644.187500 Penalty: 4539.955078
	Iteration 62Q: 3 clusters Score -776644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -776648.375000 Penalty: 4539.955078
	Iteration 63Q: 3 clusters Score -776648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -776650.125000 Penalty: 4539.955078
	Iteration 64Q: 3 clusters Score -776650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -776650.500000 Penalty: 4539.955078
	Iteration 65Q: 3 clusters Score -776650.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -776653.187500 Penalty: 4539.955078
	Iteration 66Q: 3 clusters Score -776653.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -776656.187500 Penalty: 4539.955078
	Iteration 67Q: 3 clusters Score -776656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -776656.062500 Penalty: 4539.955078
	Iteration 68Q: 3 clusters Score -776656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -776658.250000 Penalty: 4539.955078
	Iteration 69Q: 3 clusters Score -776658.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -776661.000000 Penalty: 4539.955078
	Iteration 70Q: 3 clusters Score -776661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -776666.250000 Penalty: 4539.955078
	Iteration 71Q: 3 clusters Score -776666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -776668.125000 Penalty: 4539.955078
	Iteration 72Q: 3 clusters Score -776668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -776666.312500 Penalty: 4539.955078
	Iteration 73Q: 3 clusters Score -776666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -776668.062500 Penalty: 4539.955078
	Iteration 74Q: 3 clusters Score -776668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -776668.250000 Penalty: 4539.955078
	Iteration 75Q: 3 clusters Score -776668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -776668.437500 Penalty: 4539.955078
	Iteration 76Q: 3 clusters Score -776668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -776668.187500 Penalty: 4539.955078
	Iteration 77Q: 3 clusters Score -776668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -776668.187500 Penalty: 4539.955078
	Iteration 78F: 3 clusters Score -776668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Entering Unmasked Estep 
Score: -1177172.000000 Penalty: 2370.952637
	Iteration 0F: 2 clusters Score -1177172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1166842.750000 Penalty: 4741.905273
	Iteration 0F: 3 clusters Score -1166843 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1170380.625000 Penalty: 4741.905273
	Iteration 1F: 3 clusters Score -1170381 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1171207.500000 Penalty: 4741.905273
	Iteration 2F: 3 clusters Score -1171208 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1172134.000000 Penalty: 4741.905273
	Iteration 3F: 3 clusters Score -1172134 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1173103.125000 Penalty: 4741.905273
	Iteration 4F: 3 clusters Score -1173103 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1173956.750000 Penalty: 4741.905273
	Iteration 5F: 3 clusters Score -1173957 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1174720.250000 Penalty: 4741.905273
	Iteration 6F: 3 clusters Score -1174720 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1175293.375000 Penalty: 4741.905273
	Iteration 7Q: 3 clusters Score -1175293 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1175700.500000 Penalty: 4741.905273
	Iteration 8Q: 3 clusters Score -1175700 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1175884.125000 Penalty: 4741.905273
	Iteration 9Q: 3 clusters Score -1175884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1175954.625000 Penalty: 4741.905273
	Iteration 10Q: 3 clusters Score -1175955 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1175997.750000 Penalty: 4741.905273
	Iteration 11Q: 3 clusters Score -1175998 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1176028.875000 Penalty: 4741.905273
	Iteration 12Q: 3 clusters Score -1176029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1176053.125000 Penalty: 4741.905273
	Iteration 13Q: 3 clusters Score -1176053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1176066.000000 Penalty: 4741.905273
	Iteration 14Q: 3 clusters Score -1176066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1176075.375000 Penalty: 4741.905273
	Iteration 15Q: 3 clusters Score -1176075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1176081.125000 Penalty: 4741.905273
	Iteration 16Q: 3 clusters Score -1176081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1176085.250000 Penalty: 4741.905273
	Iteration 17Q: 3 clusters Score -1176085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1176093.750000 Penalty: 4741.905273
	Iteration 18Q: 3 clusters Score -1176094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1176095.250000 Penalty: 4741.905273
	Iteration 19Q: 3 clusters Score -1176095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1176096.250000 Penalty: 4741.905273
	Iteration 20F: 3 clusters Score -1176096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1176102.750000 Penalty: 4741.905273
	Iteration 21Q: 3 clusters Score -1176103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1176101.750000 Penalty: 4741.905273
	Iteration 22Q: 3 clusters Score -1176102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1176103.625000 Penalty: 4741.905273
	Iteration 23Q: 3 clusters Score -1176104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1176106.125000 Penalty: 4741.905273
	Iteration 24Q: 3 clusters Score -1176106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1176106.375000 Penalty: 4741.905273
	Iteration 25Q: 3 clusters Score -1176106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1176106.625000 Penalty: 4741.905273
	Iteration 26Q: 3 clusters Score -1176107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1176103.625000 Penalty: 4741.905273
	Iteration 27Q: 3 clusters Score -1176104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1176107.500000 Penalty: 4741.905273
	Iteration 28Q: 3 clusters Score -1176108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1176106.625000 Penalty: 4741.905273
	Iteration 29Q: 3 clusters Score -1176107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1176106.250000 Penalty: 4741.905273
	Iteration 30Q: 3 clusters Score -1176106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1176107.125000 Penalty: 4741.905273
	Iteration 31Q: 3 clusters Score -1176107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1176105.875000 Penalty: 4741.905273
	Iteration 32Q: 3 clusters Score -1176106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1176105.250000 Penalty: 4741.905273
	Iteration 33Q: 3 clusters Score -1176105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1176108.125000 Penalty: 4741.905273
	Iteration 34Q: 3 clusters Score -1176108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1176106.500000 Penalty: 4741.905273
	Iteration 35Q: 3 clusters Score -1176106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1176105.375000 Penalty: 4741.905273
	Iteration 36Q: 3 clusters Score -1176105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1176105.375000 Penalty: 4741.905273
	Iteration 37F: 3 clusters Score -1176105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -53605.789062 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -53605.79 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 317 members 
Entering Unmasked Estep 
Score: -51908.808594 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -51908.81 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52118.246094 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -52118.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52180.167969 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -52180.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -52220.699219 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -52220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52232.171875 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -52232.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52238.332031 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -52238.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52245.015625 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -52245.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52247.984375 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -52247.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52251.683594 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -52251.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52251.683594 Penalty: 3223.894287
	Iteration 9F: 3 clusters Score -52251.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Entering Unmasked Estep 
Score: -743652.625000 Penalty: 2247.278809
	Iteration 0F: 2 clusters Score -743652.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -736842.187500 Penalty: 4494.557617
	Iteration 0F: 3 clusters Score -736842.2 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -738761.250000 Penalty: 4494.557617
	Iteration 1F: 3 clusters Score -738761.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -739082.500000 Penalty: 4494.557617
	Iteration 2F: 3 clusters Score -739082.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -739332.187500 Penalty: 4494.557617
	Iteration 3F: 3 clusters Score -739332.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -739541.937500 Penalty: 4494.557617
	Iteration 4Q: 3 clusters Score -739541.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -739718.062500 Penalty: 4494.557617
	Iteration 5Q: 3 clusters Score -739718.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -739874.312500 Penalty: 4494.557617
	Iteration 6Q: 3 clusters Score -739874.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -740043.875000 Penalty: 4494.557617
	Iteration 7Q: 3 clusters Score -740043.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -740191.687500 Penalty: 4494.557617
	Iteration 8Q: 3 clusters Score -740191.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -740367.187500 Penalty: 4494.557617
	Iteration 9Q: 3 clusters Score -740367.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -740578.125000 Penalty: 4494.557617
	Iteration 10Q: 3 clusters Score -740578.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -740794.687500 Penalty: 4494.557617
	Iteration 11Q: 3 clusters Score -740794.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -741001.750000 Penalty: 4494.557617
	Iteration 12Q: 3 clusters Score -741001.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -741201.500000 Penalty: 4494.557617
	Iteration 13Q: 3 clusters Score -741201.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -741357.187500 Penalty: 4494.557617
	Iteration 14Q: 3 clusters Score -741357.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -741468.500000 Penalty: 4494.557617
	Iteration 15Q: 3 clusters Score -741468.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -741580.312500 Penalty: 4494.557617
	Iteration 16Q: 3 clusters Score -741580.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -741660.062500 Penalty: 4494.557617
	Iteration 17Q: 3 clusters Score -741660.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -741696.937500 Penalty: 4494.557617
	Iteration 18Q: 3 clusters Score -741696.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -741726.062500 Penalty: 4494.557617
	Iteration 19Q: 3 clusters Score -741726.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -741743.437500 Penalty: 4494.557617
	Iteration 20F: 3 clusters Score -741743.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -741754.437500 Penalty: 4494.557617
	Iteration 21Q: 3 clusters Score -741754.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -741767.625000 Penalty: 4494.557617
	Iteration 22Q: 3 clusters Score -741767.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -741776.500000 Penalty: 4494.557617
	Iteration 23Q: 3 clusters Score -741776.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -741783.125000 Penalty: 4494.557617
	Iteration 24Q: 3 clusters Score -741783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -741788.750000 Penalty: 4494.557617
	Iteration 25Q: 3 clusters Score -741788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -741794.062500 Penalty: 4494.557617
	Iteration 26Q: 3 clusters Score -741794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -741797.625000 Penalty: 4494.557617
	Iteration 27Q: 3 clusters Score -741797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -741799.937500 Penalty: 4494.557617
	Iteration 28Q: 3 clusters Score -741799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -741804.437500 Penalty: 4494.557617
	Iteration 29Q: 3 clusters Score -741804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -741806.125000 Penalty: 4494.557617
	Iteration 30Q: 3 clusters Score -741806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -741809.375000 Penalty: 4494.557617
	Iteration 31Q: 3 clusters Score -741809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -741812.062500 Penalty: 4494.557617
	Iteration 32Q: 3 clusters Score -741812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -741813.687500 Penalty: 4494.557617
	Iteration 33Q: 3 clusters Score -741813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -741815.812500 Penalty: 4494.557617
	Iteration 34Q: 3 clusters Score -741815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -741815.937500 Penalty: 4494.557617
	Iteration 35Q: 3 clusters Score -741815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -741816.875000 Penalty: 4494.557617
	Iteration 36Q: 3 clusters Score -741816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -741816.687500 Penalty: 4494.557617
	Iteration 37Q: 3 clusters Score -741816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -741817.000000 Penalty: 4494.557617
	Iteration 38Q: 3 clusters Score -741817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -741816.687500 Penalty: 4494.557617
	Iteration 39Q: 3 clusters Score -741816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -741817.812500 Penalty: 4494.557617
	Iteration 40F: 3 clusters Score -741817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -741818.937500 Penalty: 4494.557617
	Iteration 41Q: 3 clusters Score -741818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -741819.312500 Penalty: 4494.557617
	Iteration 42Q: 3 clusters Score -741819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -741819.687500 Penalty: 4494.557617
	Iteration 43Q: 3 clusters Score -741819.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -741822.062500 Penalty: 4494.557617
	Iteration 44Q: 3 clusters Score -741822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -741822.875000 Penalty: 4494.557617
	Iteration 45Q: 3 clusters Score -741822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -741823.375000 Penalty: 4494.557617
	Iteration 46Q: 3 clusters Score -741823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -741827.875000 Penalty: 4494.557617
	Iteration 47Q: 3 clusters Score -741827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -741830.750000 Penalty: 4494.557617
	Iteration 48Q: 3 clusters Score -741830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -741832.562500 Penalty: 4494.557617
	Iteration 49Q: 3 clusters Score -741832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -741836.625000 Penalty: 4494.557617
	Iteration 50Q: 3 clusters Score -741836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -741837.375000 Penalty: 4494.557617
	Iteration 51Q: 3 clusters Score -741837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -741838.375000 Penalty: 4494.557617
	Iteration 52Q: 3 clusters Score -741838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -741839.687500 Penalty: 4494.557617
	Iteration 53Q: 3 clusters Score -741839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -741839.687500 Penalty: 4494.557617
	Iteration 54F: 3 clusters Score -741839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -141451.328125 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -141451.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -138864.734375 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -138864.7 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139595.718750 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -139595.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139939.296875 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -139939.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140262.203125 Penalty: 3797.308594
	Iteration 3F: 3 clusters Score -140262.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -140593.406250 Penalty: 3797.308594
	Iteration 4F: 3 clusters Score -140593.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -140956.765625 Penalty: 3797.308594
	Iteration 5F: 3 clusters Score -140956.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -141221.203125 Penalty: 3797.308594
	Iteration 6F: 3 clusters Score -141221.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141351.859375 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -141351.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141405.859375 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -141405.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141439.031250 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -141439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141449.187500 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -141449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141452.812500 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -141452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -141455.796875 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -141455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -141457.046875 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -141457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -141457.046875 Penalty: 3797.308594
	Iteration 14F: 3 clusters Score -141457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 21840 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 9451 members 
Mstep: Class 53 contains 1261 members 
Mstep: Class 54 contains 455 members 
Mstep: Class 55 contains 867 members 
Entering Unmasked Estep 
Score: -51161876.000000 Penalty: 182728.750000
Splitting cluster 40 changes total score from -51158864.000000 to -51161876.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 41 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -138452.953125 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -138453 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 899 members 
Entering Unmasked Estep 
Score: -135950.937500 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -135950.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -136405.625000 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -136405.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -136538.375000 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -136538.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -136616.671875 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -136616.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -136674.750000 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -136674.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -136735.890625 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -136735.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -136795.250000 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -136795.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -136845.812500 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -136845.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -136883.796875 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -136883.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136926.093750 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -136926.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -136968.078125 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -136968.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -136999.656250 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -136999.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -137034.515625 Penalty: 3728.150879
	Iteration 12Q: 3 clusters Score -137034.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -137061.031250 Penalty: 3728.150879
	Iteration 13Q: 3 clusters Score -137061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137090.484375 Penalty: 3728.150879
	Iteration 14Q: 3 clusters Score -137090.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137118.656250 Penalty: 3728.150879
	Iteration 15Q: 3 clusters Score -137118.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -137133.390625 Penalty: 3728.150879
	Iteration 16Q: 3 clusters Score -137133.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137147.171875 Penalty: 3728.150879
	Iteration 17Q: 3 clusters Score -137147.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -137157.312500 Penalty: 3728.150879
	Iteration 18Q: 3 clusters Score -137157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -137165.625000 Penalty: 3728.150879
	Iteration 19Q: 3 clusters Score -137165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137169.734375 Penalty: 3728.150879
	Iteration 20F: 3 clusters Score -137169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -137176.281250 Penalty: 3728.150879
	Iteration 21Q: 3 clusters Score -137176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -137181.234375 Penalty: 3728.150879
	Iteration 22Q: 3 clusters Score -137181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -137181.562500 Penalty: 3728.150879
	Iteration 23Q: 3 clusters Score -137181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137182.234375 Penalty: 3728.150879
	Iteration 24Q: 3 clusters Score -137182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137182.234375 Penalty: 3728.150879
	Iteration 25F: 3 clusters Score -137182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -120840.375000 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -120840.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118546.554688 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -118546.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119011.757812 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -119011.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119148.289062 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -119148.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119226.812500 Penalty: 3641.375977
	Iteration 3Q: 3 clusters Score -119226.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -119286.140625 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -119286.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -119333.148438 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -119333.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119367.007812 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -119367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119394.273438 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -119394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119424.179688 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -119424.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -119461.718750 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -119461.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -119482.078125 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -119482.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119502.054688 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -119502.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119515.453125 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -119515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119520.937500 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -119520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -119525.960938 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -119526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119528.632812 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -119528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119534.710938 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -119534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119542.171875 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -119542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119547.257812 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -119547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119552.414062 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -119552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -119555.164062 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -119555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119560.500000 Penalty: 3641.375977
	Iteration 21Q: 3 clusters Score -119560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119563.750000 Penalty: 3641.375977
	Iteration 22Q: 3 clusters Score -119563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119566.960938 Penalty: 3641.375977
	Iteration 23Q: 3 clusters Score -119567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119568.320312 Penalty: 3641.375977
	Iteration 24Q: 3 clusters Score -119568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119568.320312 Penalty: 3641.375977
	Iteration 25F: 3 clusters Score -119568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Entering Unmasked Estep 
Score: -851777.937500 Penalty: 2294.010498
	Iteration 0F: 2 clusters Score -851777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -843825.062500 Penalty: 4588.020996
	Iteration 0F: 3 clusters Score -843825.1 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -846155.375000 Penalty: 4588.020996
	Iteration 1F: 3 clusters Score -846155.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -846496.875000 Penalty: 4588.020996
	Iteration 2F: 3 clusters Score -846496.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -846737.875000 Penalty: 4588.020996
	Iteration 3F: 3 clusters Score -846737.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -846926.437500 Penalty: 4588.020996
	Iteration 4Q: 3 clusters Score -846926.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -847114.812500 Penalty: 4588.020996
	Iteration 5Q: 3 clusters Score -847114.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -847330.937500 Penalty: 4588.020996
	Iteration 6Q: 3 clusters Score -847330.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -847592.250000 Penalty: 4588.020996
	Iteration 7Q: 3 clusters Score -847592.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -847903.500000 Penalty: 4588.020996
	Iteration 8Q: 3 clusters Score -847903.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -848255.875000 Penalty: 4588.020996
	Iteration 9F: 3 clusters Score -848255.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -848570.187500 Penalty: 4588.020996
	Iteration 10Q: 3 clusters Score -848570.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -848806.437500 Penalty: 4588.020996
	Iteration 11Q: 3 clusters Score -848806.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -848970.750000 Penalty: 4588.020996
	Iteration 12Q: 3 clusters Score -848970.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -849094.625000 Penalty: 4588.020996
	Iteration 13Q: 3 clusters Score -849094.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -849183.000000 Penalty: 4588.020996
	Iteration 14Q: 3 clusters Score -849183 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -849253.312500 Penalty: 4588.020996
	Iteration 15Q: 3 clusters Score -849253.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -849305.375000 Penalty: 4588.020996
	Iteration 16Q: 3 clusters Score -849305.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -849343.125000 Penalty: 4588.020996
	Iteration 17Q: 3 clusters Score -849343.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -849372.250000 Penalty: 4588.020996
	Iteration 18Q: 3 clusters Score -849372.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -849403.937500 Penalty: 4588.020996
	Iteration 19Q: 3 clusters Score -849403.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -849433.312500 Penalty: 4588.020996
	Iteration 20F: 3 clusters Score -849433.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -849452.187500 Penalty: 4588.020996
	Iteration 21Q: 3 clusters Score -849452.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -849474.187500 Penalty: 4588.020996
	Iteration 22Q: 3 clusters Score -849474.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -849491.250000 Penalty: 4588.020996
	Iteration 23Q: 3 clusters Score -849491.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -849506.625000 Penalty: 4588.020996
	Iteration 24Q: 3 clusters Score -849506.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -849516.500000 Penalty: 4588.020996
	Iteration 25Q: 3 clusters Score -849516.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -849528.500000 Penalty: 4588.020996
	Iteration 26Q: 3 clusters Score -849528.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -849536.000000 Penalty: 4588.020996
	Iteration 27Q: 3 clusters Score -849536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -849539.312500 Penalty: 4588.020996
	Iteration 28Q: 3 clusters Score -849539.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -849541.750000 Penalty: 4588.020996
	Iteration 29Q: 3 clusters Score -849541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -849543.062500 Penalty: 4588.020996
	Iteration 30Q: 3 clusters Score -849543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -849545.437500 Penalty: 4588.020996
	Iteration 31Q: 3 clusters Score -849545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -849549.062500 Penalty: 4588.020996
	Iteration 32Q: 3 clusters Score -849549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -849552.125000 Penalty: 4588.020996
	Iteration 33Q: 3 clusters Score -849552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -849555.875000 Penalty: 4588.020996
	Iteration 34Q: 3 clusters Score -849555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -849563.437500 Penalty: 4588.020996
	Iteration 35Q: 3 clusters Score -849563.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -849566.312500 Penalty: 4588.020996
	Iteration 36Q: 3 clusters Score -849566.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -849571.875000 Penalty: 4588.020996
	Iteration 37Q: 3 clusters Score -849571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -849573.500000 Penalty: 4588.020996
	Iteration 38Q: 3 clusters Score -849573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -849576.562500 Penalty: 4588.020996
	Iteration 39Q: 3 clusters Score -849576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -849577.000000 Penalty: 4588.020996
	Iteration 40F: 3 clusters Score -849577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -849577.000000 Penalty: 4588.020996
	Iteration 41Q: 3 clusters Score -849577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -849577.000000 Penalty: 4588.020996
	Iteration 42F: 3 clusters Score -849577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Entering Unmasked Estep 
Score: -1762492.125000 Penalty: 2477.015625
	Iteration 0F: 2 clusters Score -1762492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1747311.500000 Penalty: 4954.031250
	Iteration 0F: 3 clusters Score -1747312 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1752463.625000 Penalty: 4954.031250
	Iteration 1F: 3 clusters Score -1752464 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1752868.750000 Penalty: 4954.031250
	Iteration 2F: 3 clusters Score -1752869 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1753259.500000 Penalty: 4954.031250
	Iteration 3Q: 3 clusters Score -1753260 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1753720.625000 Penalty: 4954.031250
	Iteration 4Q: 3 clusters Score -1753721 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1754311.125000 Penalty: 4954.031250
	Iteration 5Q: 3 clusters Score -1754311 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1755149.875000 Penalty: 4954.031250
	Iteration 6F: 3 clusters Score -1755150 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1756189.750000 Penalty: 4954.031250
	Iteration 7F: 3 clusters Score -1756190 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1757301.625000 Penalty: 4954.031250
	Iteration 8F: 3 clusters Score -1757302 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1758305.125000 Penalty: 4954.031250
	Iteration 9F: 3 clusters Score -1758305 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1759173.750000 Penalty: 4954.031250
	Iteration 10Q: 3 clusters Score -1759174 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1759737.875000 Penalty: 4954.031250
	Iteration 11Q: 3 clusters Score -1759738 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1760022.500000 Penalty: 4954.031250
	Iteration 12Q: 3 clusters Score -1760022 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1760212.375000 Penalty: 4954.031250
	Iteration 13Q: 3 clusters Score -1760212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1760308.500000 Penalty: 4954.031250
	Iteration 14Q: 3 clusters Score -1760308 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1760372.125000 Penalty: 4954.031250
	Iteration 15Q: 3 clusters Score -1760372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1760415.000000 Penalty: 4954.031250
	Iteration 16Q: 3 clusters Score -1760415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1760443.125000 Penalty: 4954.031250
	Iteration 17Q: 3 clusters Score -1760443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1760474.000000 Penalty: 4954.031250
	Iteration 18Q: 3 clusters Score -1760474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1760489.500000 Penalty: 4954.031250
	Iteration 19Q: 3 clusters Score -1760490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1760506.500000 Penalty: 4954.031250
	Iteration 20F: 3 clusters Score -1760506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1760527.125000 Penalty: 4954.031250
	Iteration 21Q: 3 clusters Score -1760527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -1760546.750000 Penalty: 4954.031250
	Iteration 22Q: 3 clusters Score -1760547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1760553.375000 Penalty: 4954.031250
	Iteration 23Q: 3 clusters Score -1760553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1760566.125000 Penalty: 4954.031250
	Iteration 24Q: 3 clusters Score -1760566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1760575.000000 Penalty: 4954.031250
	Iteration 25Q: 3 clusters Score -1760575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1760582.750000 Penalty: 4954.031250
	Iteration 26Q: 3 clusters Score -1760583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1760583.375000 Penalty: 4954.031250
	Iteration 27Q: 3 clusters Score -1760583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1760582.375000 Penalty: 4954.031250
	Iteration 28Q: 3 clusters Score -1760582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1760581.000000 Penalty: 4954.031250
	Iteration 29Q: 3 clusters Score -1760581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1760590.250000 Penalty: 4954.031250
	Iteration 30Q: 3 clusters Score -1760590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1760596.125000 Penalty: 4954.031250
	Iteration 31Q: 3 clusters Score -1760596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1760604.625000 Penalty: 4954.031250
	Iteration 32Q: 3 clusters Score -1760605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -1760600.875000 Penalty: 4954.031250
	Iteration 33Q: 3 clusters Score -1760601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1760605.875000 Penalty: 4954.031250
	Iteration 34Q: 3 clusters Score -1760606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1760613.125000 Penalty: 4954.031250
	Iteration 35Q: 3 clusters Score -1760613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1760614.125000 Penalty: 4954.031250
	Iteration 36Q: 3 clusters Score -1760614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1760615.375000 Penalty: 4954.031250
	Iteration 37Q: 3 clusters Score -1760615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1760614.750000 Penalty: 4954.031250
	Iteration 38Q: 3 clusters Score -1760615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1760618.500000 Penalty: 4954.031250
	Iteration 39Q: 3 clusters Score -1760618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1760619.875000 Penalty: 4954.031250
	Iteration 40F: 3 clusters Score -1760620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1760623.250000 Penalty: 4954.031250
	Iteration 41Q: 3 clusters Score -1760623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1760625.500000 Penalty: 4954.031250
	Iteration 42Q: 3 clusters Score -1760626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1760626.875000 Penalty: 4954.031250
	Iteration 43Q: 3 clusters Score -1760627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1760628.625000 Penalty: 4954.031250
	Iteration 44Q: 3 clusters Score -1760629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -1760637.875000 Penalty: 4954.031250
	Iteration 45Q: 3 clusters Score -1760638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1760640.750000 Penalty: 4954.031250
	Iteration 46Q: 3 clusters Score -1760641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1760642.000000 Penalty: 4954.031250
	Iteration 47Q: 3 clusters Score -1760642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1760642.375000 Penalty: 4954.031250
	Iteration 48Q: 3 clusters Score -1760642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1760644.625000 Penalty: 4954.031250
	Iteration 49Q: 3 clusters Score -1760645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1760643.125000 Penalty: 4954.031250
	Iteration 50Q: 3 clusters Score -1760643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1760643.125000 Penalty: 4954.031250
	Iteration 51F: 3 clusters Score -1760643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -365350.156250 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -365350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -361184.718750 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -361184.7 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -362100.000000 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -362100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -362270.156250 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -362270.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -362383.468750 Penalty: 4164.269043
	Iteration 3Q: 3 clusters Score -362383.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -362466.156250 Penalty: 4164.269043
	Iteration 4Q: 3 clusters Score -362466.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -362518.406250 Penalty: 4164.269043
	Iteration 5Q: 3 clusters Score -362518.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -362559.593750 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -362559.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -362601.625000 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -362601.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -362632.093750 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -362632.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -362657.687500 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -362657.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -362680.000000 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -362680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -362705.156250 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -362705.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -362739.031250 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -362739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -362778.531250 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -362778.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -362814.937500 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -362814.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -362859.937500 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -362859.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -362914.281250 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -362914.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -362970.218750 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -362970.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -363044.250000 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -363044.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -363127.718750 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -363127.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -363220.093750 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -363220.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -363303.718750 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -363303.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -363386.312500 Penalty: 4164.269043
	Iteration 22Q: 3 clusters Score -363386.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -363461.531250 Penalty: 4164.269043
	Iteration 23Q: 3 clusters Score -363461.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -363515.593750 Penalty: 4164.269043
	Iteration 24Q: 3 clusters Score -363515.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -363558.593750 Penalty: 4164.269043
	Iteration 25Q: 3 clusters Score -363558.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -363599.593750 Penalty: 4164.269043
	Iteration 26Q: 3 clusters Score -363599.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -363631.437500 Penalty: 4164.269043
	Iteration 27Q: 3 clusters Score -363631.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -363665.187500 Penalty: 4164.269043
	Iteration 28Q: 3 clusters Score -363665.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -363690.343750 Penalty: 4164.269043
	Iteration 29Q: 3 clusters Score -363690.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -363705.750000 Penalty: 4164.269043
	Iteration 30Q: 3 clusters Score -363705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -363714.468750 Penalty: 4164.269043
	Iteration 31Q: 3 clusters Score -363714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -363727.125000 Penalty: 4164.269043
	Iteration 32Q: 3 clusters Score -363727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -363735.312500 Penalty: 4164.269043
	Iteration 33Q: 3 clusters Score -363735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -363742.093750 Penalty: 4164.269043
	Iteration 34Q: 3 clusters Score -363742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -363746.437500 Penalty: 4164.269043
	Iteration 35Q: 3 clusters Score -363746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -363749.406250 Penalty: 4164.269043
	Iteration 36Q: 3 clusters Score -363749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -363751.500000 Penalty: 4164.269043
	Iteration 37Q: 3 clusters Score -363751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -363753.031250 Penalty: 4164.269043
	Iteration 38Q: 3 clusters Score -363753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -363754.875000 Penalty: 4164.269043
	Iteration 39Q: 3 clusters Score -363754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -363755.843750 Penalty: 4164.269043
	Iteration 40F: 3 clusters Score -363755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -363756.000000 Penalty: 4164.269043
	Iteration 41Q: 3 clusters Score -363756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -363756.500000 Penalty: 4164.269043
	Iteration 42Q: 3 clusters Score -363756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -363756.500000 Penalty: 4164.269043
	Iteration 43F: 3 clusters Score -363756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -233908.109375 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -233908.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -230687.890625 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -230687.9 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -231400.296875 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -231400.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -231638.281250 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -231638.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -231796.437500 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -231796.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -231884.671875 Penalty: 3952.629883
	Iteration 4Q: 3 clusters Score -231884.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -231977.421875 Penalty: 3952.629883
	Iteration 5Q: 3 clusters Score -231977.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -232096.656250 Penalty: 3952.629883
	Iteration 6Q: 3 clusters Score -232096.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -232230.125000 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -232230.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -232361.031250 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -232361 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -232471.750000 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -232471.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -232563.156250 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -232563.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -232661.109375 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -232661.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -232765.203125 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -232765.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -232852.843750 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -232852.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -232900.093750 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -232900.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -232939.984375 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -232940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -232962.109375 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -232962.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -232974.046875 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -232974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -232984.843750 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -232984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -232994.812500 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -232994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -233002.828125 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -233002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -233012.125000 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -233012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -233017.468750 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -233017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -233024.625000 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -233024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -233031.671875 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -233031.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -233039.921875 Penalty: 3952.629883
	Iteration 25Q: 3 clusters Score -233039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -233046.093750 Penalty: 3952.629883
	Iteration 26Q: 3 clusters Score -233046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -233054.812500 Penalty: 3952.629883
	Iteration 27Q: 3 clusters Score -233054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -233061.000000 Penalty: 3952.629883
	Iteration 28Q: 3 clusters Score -233061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -233065.531250 Penalty: 3952.629883
	Iteration 29Q: 3 clusters Score -233065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -233071.015625 Penalty: 3952.629883
	Iteration 30Q: 3 clusters Score -233071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -233073.640625 Penalty: 3952.629883
	Iteration 31Q: 3 clusters Score -233073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -233074.671875 Penalty: 3952.629883
	Iteration 32Q: 3 clusters Score -233074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -233074.890625 Penalty: 3952.629883
	Iteration 33Q: 3 clusters Score -233074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -233075.578125 Penalty: 3952.629883
	Iteration 34Q: 3 clusters Score -233075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -233078.500000 Penalty: 3952.629883
	Iteration 35Q: 3 clusters Score -233078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -233079.437500 Penalty: 3952.629883
	Iteration 36Q: 3 clusters Score -233079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -233079.437500 Penalty: 3952.629883
	Iteration 37F: 3 clusters Score -233079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Entering Unmasked Estep 
Score: -1809871.875000 Penalty: 2477.891602
	Iteration 0F: 2 clusters Score -1809872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1794559.625000 Penalty: 4955.783203
	Iteration 0F: 3 clusters Score -1794560 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1799963.125000 Penalty: 4955.783203
	Iteration 1F: 3 clusters Score -1799963 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1800613.250000 Penalty: 4955.783203
	Iteration 2F: 3 clusters Score -1800613 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1801288.875000 Penalty: 4955.783203
	Iteration 3F: 3 clusters Score -1801289 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1802130.625000 Penalty: 4955.783203
	Iteration 4F: 3 clusters Score -1802131 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1803292.750000 Penalty: 4955.783203
	Iteration 5F: 3 clusters Score -1803293 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1804651.375000 Penalty: 4955.783203
	Iteration 6F: 3 clusters Score -1804651 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1805923.000000 Penalty: 4955.783203
	Iteration 7F: 3 clusters Score -1805923 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1806893.750000 Penalty: 4955.783203
	Iteration 8F: 3 clusters Score -1806894 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1807503.625000 Penalty: 4955.783203
	Iteration 9Q: 3 clusters Score -1807504 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1807848.125000 Penalty: 4955.783203
	Iteration 10Q: 3 clusters Score -1807848 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1808025.750000 Penalty: 4955.783203
	Iteration 11Q: 3 clusters Score -1808026 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1808126.375000 Penalty: 4955.783203
	Iteration 12Q: 3 clusters Score -1808126 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1808190.125000 Penalty: 4955.783203
	Iteration 13Q: 3 clusters Score -1808190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1808232.500000 Penalty: 4955.783203
	Iteration 14Q: 3 clusters Score -1808232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1808265.750000 Penalty: 4955.783203
	Iteration 15Q: 3 clusters Score -1808266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1808287.375000 Penalty: 4955.783203
	Iteration 16Q: 3 clusters Score -1808287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1808303.000000 Penalty: 4955.783203
	Iteration 17Q: 3 clusters Score -1808303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1808325.000000 Penalty: 4955.783203
	Iteration 18Q: 3 clusters Score -1808325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1808337.375000 Penalty: 4955.783203
	Iteration 19Q: 3 clusters Score -1808337 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1808347.500000 Penalty: 4955.783203
	Iteration 20F: 3 clusters Score -1808348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1808355.125000 Penalty: 4955.783203
	Iteration 21Q: 3 clusters Score -1808355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1808358.875000 Penalty: 4955.783203
	Iteration 22Q: 3 clusters Score -1808359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1808363.250000 Penalty: 4955.783203
	Iteration 23Q: 3 clusters Score -1808363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1808363.125000 Penalty: 4955.783203
	Iteration 24Q: 3 clusters Score -1808363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1808374.125000 Penalty: 4955.783203
	Iteration 25Q: 3 clusters Score -1808374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1808387.750000 Penalty: 4955.783203
	Iteration 26Q: 3 clusters Score -1808388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1808399.250000 Penalty: 4955.783203
	Iteration 27Q: 3 clusters Score -1808399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1808412.125000 Penalty: 4955.783203
	Iteration 28Q: 3 clusters Score -1808412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1808414.250000 Penalty: 4955.783203
	Iteration 29Q: 3 clusters Score -1808414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1808423.250000 Penalty: 4955.783203
	Iteration 30Q: 3 clusters Score -1808423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1808430.625000 Penalty: 4955.783203
	Iteration 31Q: 3 clusters Score -1808431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1808432.125000 Penalty: 4955.783203
	Iteration 32Q: 3 clusters Score -1808432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1808434.250000 Penalty: 4955.783203
	Iteration 33Q: 3 clusters Score -1808434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1808434.625000 Penalty: 4955.783203
	Iteration 34Q: 3 clusters Score -1808435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1808440.875000 Penalty: 4955.783203
	Iteration 35Q: 3 clusters Score -1808441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1808447.250000 Penalty: 4955.783203
	Iteration 36Q: 3 clusters Score -1808447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1808454.375000 Penalty: 4955.783203
	Iteration 37Q: 3 clusters Score -1808454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1808456.625000 Penalty: 4955.783203
	Iteration 38Q: 3 clusters Score -1808457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1808457.625000 Penalty: 4955.783203
	Iteration 39Q: 3 clusters Score -1808458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1808464.875000 Penalty: 4955.783203
	Iteration 40F: 3 clusters Score -1808465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1808468.750000 Penalty: 4955.783203
	Iteration 41Q: 3 clusters Score -1808469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1808479.125000 Penalty: 4955.783203
	Iteration 42Q: 3 clusters Score -1808479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1808485.125000 Penalty: 4955.783203
	Iteration 43Q: 3 clusters Score -1808485 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1808486.875000 Penalty: 4955.783203
	Iteration 44Q: 3 clusters Score -1808487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1808495.875000 Penalty: 4955.783203
	Iteration 45Q: 3 clusters Score -1808496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1808506.000000 Penalty: 4955.783203
	Iteration 46Q: 3 clusters Score -1808506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1808512.000000 Penalty: 4955.783203
	Iteration 47Q: 3 clusters Score -1808512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1808521.500000 Penalty: 4955.783203
	Iteration 48Q: 3 clusters Score -1808522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1808530.375000 Penalty: 4955.783203
	Iteration 49Q: 3 clusters Score -1808530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1808540.375000 Penalty: 4955.783203
	Iteration 50Q: 3 clusters Score -1808540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1808544.750000 Penalty: 4955.783203
	Iteration 51Q: 3 clusters Score -1808545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1808550.375000 Penalty: 4955.783203
	Iteration 52Q: 3 clusters Score -1808550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1808550.625000 Penalty: 4955.783203
	Iteration 53Q: 3 clusters Score -1808551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1808567 nChanged 70
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Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1808585 nChanged 79
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Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1808610 nChanged 93
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Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 12064 members 
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	Iteration 58Q: 3 clusters Score -1808612 nChanged 89
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Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1808638 nChanged 89
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Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1808651 nChanged 73
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	Iteration 61Q: 3 clusters Score -1808663 nChanged 63
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	Iteration 62Q: 3 clusters Score -1808670 nChanged 53
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	Iteration 63Q: 3 clusters Score -1808676 nChanged 43
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	Iteration 64Q: 3 clusters Score -1808685 nChanged 47
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	Iteration 65Q: 3 clusters Score -1808686 nChanged 34
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	Iteration 66Q: 3 clusters Score -1808696 nChanged 42
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Mstep: Class 2 contains 11605 members 
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	Iteration 67Q: 3 clusters Score -1808707 nChanged 35
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	Iteration 68Q: 3 clusters Score -1808710 nChanged 34
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	Iteration 69Q: 3 clusters Score -1808714 nChanged 27
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Mstep: Class 1 contains 10319 members 
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	Iteration 70Q: 3 clusters Score -1808713 nChanged 23
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	Iteration 71Q: 3 clusters Score -1808719 nChanged 18
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Mstep: Class 1 contains 10350 members 
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	Iteration 72Q: 3 clusters Score -1808720 nChanged 30
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Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1808724 nChanged 35
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	Iteration 74Q: 3 clusters Score -1808727 nChanged 37
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	Iteration 75Q: 3 clusters Score -1808722 nChanged 37
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	Iteration 76Q: 3 clusters Score -1808734 nChanged 42
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	Iteration 80F: 3 clusters Score -1808752 nChanged 37
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	Iteration 82Q: 3 clusters Score -1808770 nChanged 37
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	Iteration 83Q: 3 clusters Score -1808774 nChanged 39
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	Iteration 86Q: 3 clusters Score -1808796 nChanged 56
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	Iteration 90Q: 3 clusters Score -1808817 nChanged 46
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	Iteration 91Q: 3 clusters Score -1808822 nChanged 39
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	Iteration 93Q: 3 clusters Score -1808837 nChanged 56
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	Iteration 94Q: 3 clusters Score -1808846 nChanged 60
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	Iteration 95Q: 3 clusters Score -1808852 nChanged 57
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	Iteration 100F: 3 clusters Score -1808900 nChanged 75
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	Iteration 101Q: 3 clusters Score -1808914 nChanged 78
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	Iteration 102Q: 3 clusters Score -1808923 nChanged 71
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	Iteration 103Q: 3 clusters Score -1808940 nChanged 82
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	Iteration 104Q: 3 clusters Score -1808959 nChanged 69
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	Iteration 105Q: 3 clusters Score -1808964 nChanged 56
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	Iteration 106Q: 3 clusters Score -1808963 nChanged 54
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	Iteration 112Q: 3 clusters Score -1808989 nChanged 31
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	Iteration 113Q: 3 clusters Score -1808991 nChanged 31
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	Iteration 114Q: 3 clusters Score -1808993 nChanged 34
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	Iteration 115Q: 3 clusters Score -1808995 nChanged 29
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	Iteration 117Q: 3 clusters Score -1809011 nChanged 36
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	Iteration 118Q: 3 clusters Score -1809020 nChanged 34
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	Iteration 120F: 3 clusters Score -1809025 nChanged 39
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	Iteration 122Q: 3 clusters Score -1809037 nChanged 42
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	Iteration 123Q: 3 clusters Score -1809046 nChanged 42
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	Iteration 124Q: 3 clusters Score -1809057 nChanged 42
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	Iteration 125Q: 3 clusters Score -1809056 nChanged 35
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	Iteration 126Q: 3 clusters Score -1809061 nChanged 33
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	Iteration 127Q: 3 clusters Score -1809063 nChanged 25
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	Iteration 128Q: 3 clusters Score -1809063 nChanged 36
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	Iteration 129Q: 3 clusters Score -1809071 nChanged 40
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	Iteration 130Q: 3 clusters Score -1809072 nChanged 50
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	Iteration 131Q: 3 clusters Score -1809086 nChanged 55
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	Iteration 132Q: 3 clusters Score -1809097 nChanged 56
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	Iteration 133Q: 3 clusters Score -1809107 nChanged 57
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	Iteration 134Q: 3 clusters Score -1809124 nChanged 46
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	Iteration 135Q: 3 clusters Score -1809126 nChanged 63
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	Iteration 136Q: 3 clusters Score -1809139 nChanged 66
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	Iteration 137Q: 3 clusters Score -1809152 nChanged 62
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	Iteration 138Q: 3 clusters Score -1809163 nChanged 55
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	Iteration 139Q: 3 clusters Score -1809162 nChanged 51
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	Iteration 140F: 3 clusters Score -1809170 nChanged 38
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	Iteration 141Q: 3 clusters Score -1809175 nChanged 34
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	Iteration 142Q: 3 clusters Score -1809177 nChanged 31
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	Iteration 143Q: 3 clusters Score -1809181 nChanged 30
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	Iteration 144Q: 3 clusters Score -1809184 nChanged 36
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	Iteration 145Q: 3 clusters Score -1809187 nChanged 19
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	Iteration 146Q: 3 clusters Score -1809190 nChanged 16
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	Iteration 147Q: 3 clusters Score -1809190 nChanged 20
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Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1809196.125000 Penalty: 4955.783203
	Iteration 148Q: 3 clusters Score -1809196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1809194.750000 Penalty: 4955.783203
	Iteration 149Q: 3 clusters Score -1809195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1809197.125000 Penalty: 4955.783203
	Iteration 150Q: 3 clusters Score -1809197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1809207.000000 Penalty: 4955.783203
	Iteration 151Q: 3 clusters Score -1809207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1809217.750000 Penalty: 4955.783203
	Iteration 152Q: 3 clusters Score -1809218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1809218.250000 Penalty: 4955.783203
	Iteration 153Q: 3 clusters Score -1809218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1809224.875000 Penalty: 4955.783203
	Iteration 154Q: 3 clusters Score -1809225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1809234.250000 Penalty: 4955.783203
	Iteration 155Q: 3 clusters Score -1809234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1809245.000000 Penalty: 4955.783203
	Iteration 156Q: 3 clusters Score -1809245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1809250.875000 Penalty: 4955.783203
	Iteration 157Q: 3 clusters Score -1809251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1809262.875000 Penalty: 4955.783203
	Iteration 158Q: 3 clusters Score -1809263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1809269.500000 Penalty: 4955.783203
	Iteration 159Q: 3 clusters Score -1809270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1809289.250000 Penalty: 4955.783203
	Iteration 160F: 3 clusters Score -1809289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1809298.000000 Penalty: 4955.783203
	Iteration 161Q: 3 clusters Score -1809298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1809305.250000 Penalty: 4955.783203
	Iteration 162Q: 3 clusters Score -1809305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1809324.625000 Penalty: 4955.783203
	Iteration 163Q: 3 clusters Score -1809325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1809330.000000 Penalty: 4955.783203
	Iteration 164Q: 3 clusters Score -1809330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1809346.500000 Penalty: 4955.783203
	Iteration 165Q: 3 clusters Score -1809346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1809355.500000 Penalty: 4955.783203
	Iteration 166Q: 3 clusters Score -1809356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1809370.250000 Penalty: 4955.783203
	Iteration 167Q: 3 clusters Score -1809370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1809386.875000 Penalty: 4955.783203
	Iteration 168Q: 3 clusters Score -1809387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1809390.875000 Penalty: 4955.783203
	Iteration 169Q: 3 clusters Score -1809391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1809404.000000 Penalty: 4955.783203
	Iteration 170Q: 3 clusters Score -1809404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1809411.125000 Penalty: 4955.783203
	Iteration 171Q: 3 clusters Score -1809411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1809421.125000 Penalty: 4955.783203
	Iteration 172Q: 3 clusters Score -1809421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1809439.000000 Penalty: 4955.783203
	Iteration 173Q: 3 clusters Score -1809439 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1809462.750000 Penalty: 4955.783203
	Iteration 174Q: 3 clusters Score -1809463 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1809493.125000 Penalty: 4955.783203
	Iteration 175Q: 3 clusters Score -1809493 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1809523.000000 Penalty: 4955.783203
	Iteration 176Q: 3 clusters Score -1809523 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1809566.125000 Penalty: 4955.783203
	Iteration 177Q: 3 clusters Score -1809566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1809618.375000 Penalty: 4955.783203
	Iteration 178Q: 3 clusters Score -1809618 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1809675.750000 Penalty: 4955.783203
	Iteration 179Q: 3 clusters Score -1809676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1809755.500000 Penalty: 4955.783203
	Iteration 180F: 3 clusters Score -1809756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1809835.000000 Penalty: 4955.783203
	Iteration 181Q: 3 clusters Score -1809835 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1809893.750000 Penalty: 4955.783203
	Iteration 182Q: 3 clusters Score -1809894 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1809948.500000 Penalty: 4955.783203
	Iteration 183Q: 3 clusters Score -1809948 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1809995.250000 Penalty: 4955.783203
	Iteration 184Q: 3 clusters Score -1809995 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1810016.000000 Penalty: 4955.783203
	Iteration 185Q: 3 clusters Score -1810016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1810037.500000 Penalty: 4955.783203
	Iteration 186Q: 3 clusters Score -1810038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1810054.375000 Penalty: 4955.783203
	Iteration 187Q: 3 clusters Score -1810054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1810056.250000 Penalty: 4955.783203
	Iteration 188Q: 3 clusters Score -1810056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1810062.250000 Penalty: 4955.783203
	Iteration 189Q: 3 clusters Score -1810062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1810069.250000 Penalty: 4955.783203
	Iteration 190Q: 3 clusters Score -1810069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1810068.500000 Penalty: 4955.783203
	Iteration 191Q: 3 clusters Score -1810068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1810073.125000 Penalty: 4955.783203
	Iteration 192Q: 3 clusters Score -1810073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1810074.500000 Penalty: 4955.783203
	Iteration 193Q: 3 clusters Score -1810074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1810072.500000 Penalty: 4955.783203
	Iteration 194Q: 3 clusters Score -1810072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1810074.750000 Penalty: 4955.783203
	Iteration 195Q: 3 clusters Score -1810075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1810072.750000 Penalty: 4955.783203
	Iteration 196Q: 3 clusters Score -1810073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1810074.250000 Penalty: 4955.783203
	Iteration 197Q: 3 clusters Score -1810074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1810074.500000 Penalty: 4955.783203
	Iteration 198Q: 3 clusters Score -1810074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1810074.500000 Penalty: 4955.783203
	Iteration 199F: 3 clusters Score -1810074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 12716 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Mstep: Class 50 contains 15223 members 
Mstep: Class 51 contains 6188 members 
Mstep: Class 52 contains 9451 members 
Mstep: Class 53 contains 1261 members 
Mstep: Class 54 contains 455 members 
Mstep: Class 55 contains 867 members 
Mstep: Class 56 contains 9124 members 
Entering Unmasked Estep 
Score: -51161124.000000 Penalty: 186051.093750
Splitting cluster 47 changes total score from -51158864.000000 to -51161124.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 48 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -110193.796875 Penalty: 1848.195801
	Iteration 0F: 2 clusters Score -110193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -107813.164062 Penalty: 3696.391602
	Iteration 0F: 3 clusters Score -107813.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108299.789062 Penalty: 3696.391602
	Iteration 1F: 3 clusters Score -108299.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -108509.906250 Penalty: 3696.391602
	Iteration 2F: 3 clusters Score -108509.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -108662.914062 Penalty: 3696.391602
	Iteration 3F: 3 clusters Score -108662.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -108750.851562 Penalty: 3696.391602
	Iteration 4Q: 3 clusters Score -108750.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -108830.453125 Penalty: 3696.391602
	Iteration 5Q: 3 clusters Score -108830.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -108883.929688 Penalty: 3696.391602
	Iteration 6Q: 3 clusters Score -108883.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -108930.257812 Penalty: 3696.391602
	Iteration 7Q: 3 clusters Score -108930.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -108974.132812 Penalty: 3696.391602
	Iteration 8Q: 3 clusters Score -108974.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -109004.390625 Penalty: 3696.391602
	Iteration 9Q: 3 clusters Score -109004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -109016.359375 Penalty: 3696.391602
	Iteration 10Q: 3 clusters Score -109016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -109026.562500 Penalty: 3696.391602
	Iteration 11Q: 3 clusters Score -109026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -109037.765625 Penalty: 3696.391602
	Iteration 12Q: 3 clusters Score -109037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -109058.250000 Penalty: 3696.391602
	Iteration 13Q: 3 clusters Score -109058.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -109070.820312 Penalty: 3696.391602
	Iteration 14Q: 3 clusters Score -109070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -109080.187500 Penalty: 3696.391602
	Iteration 15Q: 3 clusters Score -109080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -109088.898438 Penalty: 3696.391602
	Iteration 16Q: 3 clusters Score -109088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -109103.710938 Penalty: 3696.391602
	Iteration 17Q: 3 clusters Score -109103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109113.773438 Penalty: 3696.391602
	Iteration 18Q: 3 clusters Score -109113.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109129.023438 Penalty: 3696.391602
	Iteration 19Q: 3 clusters Score -109129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -109136.156250 Penalty: 3696.391602
	Iteration 20F: 3 clusters Score -109136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109141.531250 Penalty: 3696.391602
	Iteration 21Q: 3 clusters Score -109141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109143.132812 Penalty: 3696.391602
	Iteration 22Q: 3 clusters Score -109143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109145.429688 Penalty: 3696.391602
	Iteration 23Q: 3 clusters Score -109145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109146.187500 Penalty: 3696.391602
	Iteration 24Q: 3 clusters Score -109146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109146.187500 Penalty: 3696.391602
	Iteration 25F: 3 clusters Score -109146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -66122.718750 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -66122.72 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 461 members 
Entering Unmasked Estep 
Score: -64311.585938 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -64311.59 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64512.328125 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -64512.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64605.457031 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -64605.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -64654.402344 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -64654.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64683.082031 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -64683.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64711.945312 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -64711.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64746.554688 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -64746.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64794.242188 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -64794.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -64839.167969 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -64839.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64866.996094 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -64867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -64884.582031 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -64884.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64902.164062 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -64902.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64919.046875 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -64919.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64933.117188 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -64933.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64948.558594 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -64948.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64959.324219 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -64959.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -64971.191406 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -64971.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -64981.183594 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -64981.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64992.527344 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -64992.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65000.367188 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -65000.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65007.027344 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -65007.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65016.546875 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -65016.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65020.714844 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -65020.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65022.648438 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -65022.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65026.726562 Penalty: 3347.384766
	Iteration 24Q: 3 clusters Score -65026.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65031.371094 Penalty: 3347.384766
	Iteration 25Q: 3 clusters Score -65031.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65036.136719 Penalty: 3347.384766
	Iteration 26Q: 3 clusters Score -65036.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65037.167969 Penalty: 3347.384766
	Iteration 27Q: 3 clusters Score -65037.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65042.605469 Penalty: 3347.384766
	Iteration 28Q: 3 clusters Score -65042.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65043.750000 Penalty: 3347.384766
	Iteration 29Q: 3 clusters Score -65043.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65043.750000 Penalty: 3347.384766
	Iteration 30F: 3 clusters Score -65043.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16039 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 9424 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1282 members 
Mstep: Class 12 contains 20614 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 20497 members 
Mstep: Class 17 contains 55603 members 
Mstep: Class 18 contains 55183 members 
Mstep: Class 19 contains 22313 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 5310 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 1313 members 
Mstep: Class 26 contains 6617 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 13386 members 
Mstep: Class 30 contains 60928 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 15951 members 
Mstep: Class 34 contains 6148 members 
Mstep: Class 35 contains 16121 members 
Mstep: Class 36 contains 9444 members 
Mstep: Class 37 contains 14190 members 
Mstep: Class 38 contains 665 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 1246 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 1543 members 
Mstep: Class 43 contains 10405 members 
Mstep: Class 44 contains 21763 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 12716 members 
Mstep: Class 48 contains 1724 members 
Mstep: Class 49 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51164488.000000 Penalty: 186051.093750
Iteration 119Q: 57 clusters Score -5.116449e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 21956 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 16078 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 20753 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 20485 members 
Mstep: Class 17 contains 55533 members 
Mstep: Class 18 contains 55252 members 
Mstep: Class 19 contains 22233 members 
Mstep: Class 20 contains 15539 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 2839 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 6616 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1562 members 
Mstep: Class 29 contains 13318 members 
Mstep: Class 30 contains 60964 members 
Mstep: Class 31 contains 57729 members 
Mstep: Class 32 contains 1123 members 
Mstep: Class 33 contains 16058 members 
Mstep: Class 34 contains 6196 members 
Mstep: Class 35 contains 16339 members 
Mstep: Class 36 contains 9430 members 
Mstep: Class 37 contains 14276 members 
Mstep: Class 38 contains 664 members 
Mstep: Class 39 contains 8619 members 
Mstep: Class 40 contains 1352 members 
Mstep: Class 41 contains 1841 members 
Mstep: Class 42 contains 1534 members 
Mstep: Class 43 contains 10401 members 
Mstep: Class 44 contains 21769 members 
Mstep: Class 45 contains 4428 members 
Mstep: Class 46 contains 2873 members 
Mstep: Class 47 contains 12897 members 
Mstep: Class 48 contains 1703 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 14524 members 
Mstep: Class 51 contains 5835 members 
Mstep: Class 52 contains 9243 members 
Mstep: Class 53 contains 1243 members 
Mstep: Class 54 contains 442 members 
Mstep: Class 55 contains 813 members 
Mstep: Class 56 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51167728.000000 Penalty: 186051.093750
Iteration 120F: 57 clusters Score -5.116773e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 21950 members 
Mstep: Class 4 contains 9721 members 
Mstep: Class 5 contains 15966 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 5185 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 20668 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 15 contains 8725 members 
Mstep: Class 16 contains 20468 members 
Mstep: Class 17 contains 55472 members 
Mstep: Class 18 contains 55317 members 
Mstep: Class 19 contains 22066 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 2829 members 
Mstep: Class 25 contains 1595 members 
Mstep: Class 26 contains 6571 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 13227 members 
Mstep: Class 30 contains 60834 members 
Mstep: Class 31 contains 57726 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 16019 members 
Mstep: Class 34 contains 6213 members 
Mstep: Class 35 contains 15795 members 
Mstep: Class 36 contains 9419 members 
Mstep: Class 37 contains 14146 members 
Mstep: Class 38 contains 662 members 
Mstep: Class 39 contains 8618 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 1827 members 
Mstep: Class 42 contains 1513 members 
Mstep: Class 43 contains 10398 members 
Mstep: Class 44 contains 21772 members 
Mstep: Class 45 contains 4420 members 
Mstep: Class 46 contains 2879 members 
Mstep: Class 47 contains 12813 members 
Mstep: Class 48 contains 1682 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 15837 members 
Mstep: Class 51 contains 6115 members 
Mstep: Class 52 contains 9255 members 
Mstep: Class 53 contains 1378 members 
Mstep: Class 54 contains 469 members 
Mstep: Class 55 contains 907 members 
Mstep: Class 56 contains 9311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51169864.000000 Penalty: 186051.093750
Iteration 121Q: 57 clusters Score -5.116986e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 21939 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 15872 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 20584 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 5553 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 20501 members 
Mstep: Class 17 contains 55429 members 
Mstep: Class 18 contains 55370 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 15537 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 2821 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1588 members 
Mstep: Class 29 contains 13164 members 
Mstep: Class 30 contains 60781 members 
Mstep: Class 31 contains 57730 members 
Mstep: Class 32 contains 1121 members 
Mstep: Class 33 contains 15988 members 
Mstep: Class 34 contains 6226 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 9417 members 
Mstep: Class 37 contains 14047 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8620 members 
Mstep: Class 40 contains 1440 members 
Mstep: Class 41 contains 1818 members 
Mstep: Class 42 contains 1506 members 
Mstep: Class 43 contains 10397 members 
Mstep: Class 44 contains 21775 members 
Mstep: Class 45 contains 4413 members 
Mstep: Class 46 contains 2885 members 
Mstep: Class 47 contains 12786 members 
Mstep: Class 48 contains 1673 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 16857 members 
Mstep: Class 51 contains 6266 members 
Mstep: Class 52 contains 9272 members 
Mstep: Class 53 contains 1423 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 940 members 
Mstep: Class 56 contains 9531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51170816.000000 Penalty: 186051.093750
Iteration 122Q: 57 clusters Score -5.117082e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 21924 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 15807 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 9169 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 5138 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 20492 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 5558 members 
Mstep: Class 15 contains 8645 members 
Mstep: Class 16 contains 20544 members 
Mstep: Class 17 contains 55387 members 
Mstep: Class 18 contains 55426 members 
Mstep: Class 19 contains 21856 members 
Mstep: Class 20 contains 15539 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 5871 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 1715 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1603 members 
Mstep: Class 29 contains 13126 members 
Mstep: Class 30 contains 60774 members 
Mstep: Class 31 contains 57735 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 15982 members 
Mstep: Class 34 contains 6230 members 
Mstep: Class 35 contains 15203 members 
Mstep: Class 36 contains 9410 members 
Mstep: Class 37 contains 13973 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8625 members 
Mstep: Class 40 contains 1451 members 
Mstep: Class 41 contains 1816 members 
Mstep: Class 42 contains 1501 members 
Mstep: Class 43 contains 10396 members 
Mstep: Class 44 contains 21775 members 
Mstep: Class 45 contains 4415 members 
Mstep: Class 46 contains 2890 members 
Mstep: Class 47 contains 12787 members 
Mstep: Class 48 contains 1676 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 17735 members 
Mstep: Class 51 contains 6358 members 
Mstep: Class 52 contains 9315 members 
Mstep: Class 53 contains 1444 members 
Mstep: Class 54 contains 487 members 
Mstep: Class 55 contains 960 members 
Mstep: Class 56 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51171660.000000 Penalty: 186051.093750
Iteration 123Q: 57 clusters Score -5.117166e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 21901 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 15754 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 9130 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 5563 members 
Mstep: Class 15 contains 8607 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 55354 members 
Mstep: Class 18 contains 55467 members 
Mstep: Class 19 contains 21804 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 1711 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 1743 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 13104 members 
Mstep: Class 30 contains 60780 members 
Mstep: Class 31 contains 57737 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 15975 members 
Mstep: Class 34 contains 6227 members 
Mstep: Class 35 contains 15034 members 
Mstep: Class 36 contains 9401 members 
Mstep: Class 37 contains 13920 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8637 members 
Mstep: Class 40 contains 1468 members 
Mstep: Class 41 contains 1813 members 
Mstep: Class 42 contains 1497 members 
Mstep: Class 43 contains 10395 members 
Mstep: Class 44 contains 21776 members 
Mstep: Class 45 contains 4419 members 
Mstep: Class 46 contains 2894 members 
Mstep: Class 47 contains 12804 members 
Mstep: Class 48 contains 1678 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 18486 members 
Mstep: Class 51 contains 6425 members 
Mstep: Class 52 contains 9354 members 
Mstep: Class 53 contains 1458 members 
Mstep: Class 54 contains 486 members 
Mstep: Class 55 contains 978 members 
Mstep: Class 56 contains 9765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172020.000000 Penalty: 186051.093750
Iteration 124Q: 57 clusters Score -5.117202e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 21882 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 15716 members 
Mstep: Class 6 contains 3456 members 
Mstep: Class 7 contains 9109 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 5105 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 20352 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 5568 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 20581 members 
Mstep: Class 17 contains 55336 members 
Mstep: Class 18 contains 55501 members 
Mstep: Class 19 contains 21767 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 5874 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 1759 members 
Mstep: Class 26 contains 6552 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1629 members 
Mstep: Class 29 contains 13097 members 
Mstep: Class 30 contains 60781 members 
Mstep: Class 31 contains 57741 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 15987 members 
Mstep: Class 34 contains 6225 members 
Mstep: Class 35 contains 14898 members 
Mstep: Class 36 contains 9394 members 
Mstep: Class 37 contains 13881 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8647 members 
Mstep: Class 40 contains 1480 members 
Mstep: Class 41 contains 1816 members 
Mstep: Class 42 contains 1497 members 
Mstep: Class 43 contains 10395 members 
Mstep: Class 44 contains 21780 members 
Mstep: Class 45 contains 4420 members 
Mstep: Class 46 contains 2901 members 
Mstep: Class 47 contains 12807 members 
Mstep: Class 48 contains 1682 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 19111 members 
Mstep: Class 51 contains 6480 members 
Mstep: Class 52 contains 9384 members 
Mstep: Class 53 contains 1471 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 988 members 
Mstep: Class 56 contains 9835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172408.000000 Penalty: 186051.093750
Iteration 125Q: 57 clusters Score -5.117241e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 21860 members 
Mstep: Class 4 contains 9719 members 
Mstep: Class 5 contains 15685 members 
Mstep: Class 6 contains 3451 members 
Mstep: Class 7 contains 9084 members 
Mstep: Class 8 contains 886 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 20300 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 5572 members 
Mstep: Class 15 contains 8531 members 
Mstep: Class 16 contains 20598 members 
Mstep: Class 17 contains 55313 members 
Mstep: Class 18 contains 55537 members 
Mstep: Class 19 contains 21738 members 
Mstep: Class 20 contains 15534 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 1708 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 1768 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1642 members 
Mstep: Class 29 contains 13082 members 
Mstep: Class 30 contains 60803 members 
Mstep: Class 31 contains 57743 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 15996 members 
Mstep: Class 34 contains 6223 members 
Mstep: Class 35 contains 14766 members 
Mstep: Class 36 contains 9392 members 
Mstep: Class 37 contains 13853 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8656 members 
Mstep: Class 40 contains 1487 members 
Mstep: Class 41 contains 1816 members 
Mstep: Class 42 contains 1497 members 
Mstep: Class 43 contains 10393 members 
Mstep: Class 44 contains 21781 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2916 members 
Mstep: Class 47 contains 12810 members 
Mstep: Class 48 contains 1681 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 19634 members 
Mstep: Class 51 contains 6529 members 
Mstep: Class 52 contains 9409 members 
Mstep: Class 53 contains 1489 members 
Mstep: Class 54 contains 476 members 
Mstep: Class 55 contains 999 members 
Mstep: Class 56 contains 9892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172804.000000 Penalty: 186051.093750
Iteration 126Q: 57 clusters Score -5.11728e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 21830 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 15664 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 9066 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20263 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 16 contains 20607 members 
Mstep: Class 17 contains 55289 members 
Mstep: Class 18 contains 55568 members 
Mstep: Class 19 contains 21724 members 
Mstep: Class 20 contains 15536 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 1707 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 1784 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 13074 members 
Mstep: Class 30 contains 60813 members 
Mstep: Class 31 contains 57745 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16013 members 
Mstep: Class 34 contains 6221 members 
Mstep: Class 35 contains 14670 members 
Mstep: Class 36 contains 9387 members 
Mstep: Class 37 contains 13836 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8664 members 
Mstep: Class 40 contains 1487 members 
Mstep: Class 41 contains 1818 members 
Mstep: Class 42 contains 1498 members 
Mstep: Class 43 contains 10393 members 
Mstep: Class 44 contains 21786 members 
Mstep: Class 45 contains 4421 members 
Mstep: Class 46 contains 2924 members 
Mstep: Class 47 contains 12806 members 
Mstep: Class 48 contains 1675 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 20071 members 
Mstep: Class 51 contains 6558 members 
Mstep: Class 52 contains 9424 members 
Mstep: Class 53 contains 1508 members 
Mstep: Class 54 contains 469 members 
Mstep: Class 55 contains 1008 members 
Mstep: Class 56 contains 9934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51172980.000000 Penalty: 186051.093750
Iteration 127Q: 57 clusters Score -5.117298e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 21814 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 15646 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20226 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 16 contains 20618 members 
Mstep: Class 17 contains 55267 members 
Mstep: Class 18 contains 55594 members 
Mstep: Class 19 contains 21709 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 1794 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 13059 members 
Mstep: Class 30 contains 60823 members 
Mstep: Class 31 contains 57740 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16019 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 14583 members 
Mstep: Class 36 contains 9384 members 
Mstep: Class 37 contains 13819 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8670 members 
Mstep: Class 40 contains 1488 members 
Mstep: Class 41 contains 1817 members 
Mstep: Class 42 contains 1497 members 
Mstep: Class 43 contains 10391 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4423 members 
Mstep: Class 46 contains 2928 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 1675 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 20464 members 
Mstep: Class 51 contains 6585 members 
Mstep: Class 52 contains 9438 members 
Mstep: Class 53 contains 1526 members 
Mstep: Class 54 contains 465 members 
Mstep: Class 55 contains 1011 members 
Mstep: Class 56 contains 9965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173136.000000 Penalty: 186051.093750
Iteration 128Q: 57 clusters Score -5.117314e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 21808 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 15629 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 9043 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 9 contains 5067 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20199 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8487 members 
Mstep: Class 16 contains 20626 members 
Mstep: Class 17 contains 55248 members 
Mstep: Class 18 contains 55614 members 
Mstep: Class 19 contains 21700 members 
Mstep: Class 20 contains 15539 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1802 members 
Mstep: Class 26 contains 6573 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1688 members 
Mstep: Class 29 contains 13047 members 
Mstep: Class 30 contains 60830 members 
Mstep: Class 31 contains 57740 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16031 members 
Mstep: Class 34 contains 6208 members 
Mstep: Class 35 contains 14499 members 
Mstep: Class 36 contains 9382 members 
Mstep: Class 37 contains 13808 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8673 members 
Mstep: Class 40 contains 1487 members 
Mstep: Class 41 contains 1814 members 
Mstep: Class 42 contains 1496 members 
Mstep: Class 43 contains 10390 members 
Mstep: Class 44 contains 21792 members 
Mstep: Class 45 contains 4424 members 
Mstep: Class 46 contains 2938 members 
Mstep: Class 47 contains 12812 members 
Mstep: Class 48 contains 1677 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 20812 members 
Mstep: Class 51 contains 6607 members 
Mstep: Class 52 contains 9467 members 
Mstep: Class 53 contains 1541 members 
Mstep: Class 54 contains 458 members 
Mstep: Class 55 contains 1015 members 
Mstep: Class 56 contains 9994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173292.000000 Penalty: 186051.093750
Iteration 129Q: 57 clusters Score -5.117329e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 7251 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 9721 members 
Mstep: Class 5 contains 15622 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20181 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8481 members 
Mstep: Class 16 contains 20631 members 
Mstep: Class 17 contains 55229 members 
Mstep: Class 18 contains 55636 members 
Mstep: Class 19 contains 21676 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1692 members 
Mstep: Class 29 contains 13046 members 
Mstep: Class 30 contains 60848 members 
Mstep: Class 31 contains 57737 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16035 members 
Mstep: Class 34 contains 6212 members 
Mstep: Class 35 contains 14421 members 
Mstep: Class 36 contains 9378 members 
Mstep: Class 37 contains 13799 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8680 members 
Mstep: Class 40 contains 1489 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1493 members 
Mstep: Class 43 contains 10390 members 
Mstep: Class 44 contains 21793 members 
Mstep: Class 45 contains 4425 members 
Mstep: Class 46 contains 2943 members 
Mstep: Class 47 contains 12818 members 
Mstep: Class 48 contains 1673 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21088 members 
Mstep: Class 51 contains 6627 members 
Mstep: Class 52 contains 9487 members 
Mstep: Class 53 contains 1553 members 
Mstep: Class 54 contains 463 members 
Mstep: Class 55 contains 1016 members 
Mstep: Class 56 contains 10014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173496.000000 Penalty: 186051.093750
Iteration 130Q: 57 clusters Score -5.11735e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 21810 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15616 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20172 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 55203 members 
Mstep: Class 18 contains 55665 members 
Mstep: Class 19 contains 21659 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 5859 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 13039 members 
Mstep: Class 30 contains 60861 members 
Mstep: Class 31 contains 57734 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16046 members 
Mstep: Class 34 contains 6206 members 
Mstep: Class 35 contains 14343 members 
Mstep: Class 36 contains 9377 members 
Mstep: Class 37 contains 13794 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8685 members 
Mstep: Class 40 contains 1490 members 
Mstep: Class 41 contains 1813 members 
Mstep: Class 42 contains 1492 members 
Mstep: Class 43 contains 10391 members 
Mstep: Class 44 contains 21794 members 
Mstep: Class 45 contains 4426 members 
Mstep: Class 46 contains 2949 members 
Mstep: Class 47 contains 12822 members 
Mstep: Class 48 contains 1670 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21306 members 
Mstep: Class 51 contains 6644 members 
Mstep: Class 52 contains 9508 members 
Mstep: Class 53 contains 1564 members 
Mstep: Class 54 contains 466 members 
Mstep: Class 55 contains 1018 members 
Mstep: Class 56 contains 10028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173736.000000 Penalty: 186051.093750
Iteration 131Q: 57 clusters Score -5.117374e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 21810 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15613 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 16 contains 20640 members 
Mstep: Class 17 contains 55190 members 
Mstep: Class 18 contains 55674 members 
Mstep: Class 19 contains 21643 members 
Mstep: Class 20 contains 15545 members 
Mstep: Class 21 contains 1382 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 5856 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 6599 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 13034 members 
Mstep: Class 30 contains 60866 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16062 members 
Mstep: Class 34 contains 6198 members 
Mstep: Class 35 contains 14300 members 
Mstep: Class 36 contains 9372 members 
Mstep: Class 37 contains 13784 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8686 members 
Mstep: Class 40 contains 1490 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1492 members 
Mstep: Class 43 contains 10392 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4430 members 
Mstep: Class 46 contains 2957 members 
Mstep: Class 47 contains 12817 members 
Mstep: Class 48 contains 1669 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21482 members 
Mstep: Class 51 contains 6665 members 
Mstep: Class 52 contains 9530 members 
Mstep: Class 53 contains 1570 members 
Mstep: Class 54 contains 473 members 
Mstep: Class 55 contains 1019 members 
Mstep: Class 56 contains 10047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173756.000000 Penalty: 186051.093750
Iteration 132Q: 57 clusters Score -5.117376e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21806 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15609 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20145 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8473 members 
Mstep: Class 16 contains 20637 members 
Mstep: Class 17 contains 55183 members 
Mstep: Class 18 contains 55681 members 
Mstep: Class 19 contains 21632 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1813 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 13034 members 
Mstep: Class 30 contains 60877 members 
Mstep: Class 31 contains 57735 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16078 members 
Mstep: Class 34 contains 6190 members 
Mstep: Class 35 contains 14251 members 
Mstep: Class 36 contains 9368 members 
Mstep: Class 37 contains 13775 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8686 members 
Mstep: Class 40 contains 1491 members 
Mstep: Class 41 contains 1811 members 
Mstep: Class 42 contains 1492 members 
Mstep: Class 43 contains 10392 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4432 members 
Mstep: Class 46 contains 2967 members 
Mstep: Class 47 contains 12815 members 
Mstep: Class 48 contains 1668 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21629 members 
Mstep: Class 51 contains 6694 members 
Mstep: Class 52 contains 9544 members 
Mstep: Class 53 contains 1574 members 
Mstep: Class 54 contains 473 members 
Mstep: Class 55 contains 1019 members 
Mstep: Class 56 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173620.000000 Penalty: 186051.093750
Iteration 133Q: 57 clusters Score -5.117362e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21806 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15607 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20133 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8470 members 
Mstep: Class 16 contains 20636 members 
Mstep: Class 17 contains 55179 members 
Mstep: Class 18 contains 55690 members 
Mstep: Class 19 contains 21628 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 5856 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1818 members 
Mstep: Class 26 contains 6613 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 13031 members 
Mstep: Class 30 contains 60884 members 
Mstep: Class 31 contains 57737 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16090 members 
Mstep: Class 34 contains 6191 members 
Mstep: Class 35 contains 14191 members 
Mstep: Class 36 contains 9367 members 
Mstep: Class 37 contains 13767 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8682 members 
Mstep: Class 40 contains 1492 members 
Mstep: Class 41 contains 1811 members 
Mstep: Class 42 contains 1491 members 
Mstep: Class 43 contains 10392 members 
Mstep: Class 44 contains 21794 members 
Mstep: Class 45 contains 4433 members 
Mstep: Class 46 contains 2974 members 
Mstep: Class 47 contains 12806 members 
Mstep: Class 48 contains 1666 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21763 members 
Mstep: Class 51 contains 6721 members 
Mstep: Class 52 contains 9557 members 
Mstep: Class 53 contains 1574 members 
Mstep: Class 54 contains 475 members 
Mstep: Class 55 contains 1020 members 
Mstep: Class 56 contains 10066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173732.000000 Penalty: 186051.093750
Iteration 134Q: 57 clusters Score -5.117373e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 21807 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15603 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20124 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 5576 members 
Mstep: Class 15 contains 8466 members 
Mstep: Class 16 contains 20635 members 
Mstep: Class 17 contains 55169 members 
Mstep: Class 18 contains 55701 members 
Mstep: Class 19 contains 21628 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5854 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 6621 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 13029 members 
Mstep: Class 30 contains 60882 members 
Mstep: Class 31 contains 57735 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16093 members 
Mstep: Class 34 contains 6183 members 
Mstep: Class 35 contains 14159 members 
Mstep: Class 36 contains 9365 members 
Mstep: Class 37 contains 13759 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8680 members 
Mstep: Class 40 contains 1492 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1490 members 
Mstep: Class 43 contains 10391 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4436 members 
Mstep: Class 46 contains 2978 members 
Mstep: Class 47 contains 12803 members 
Mstep: Class 48 contains 1665 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21876 members 
Mstep: Class 51 contains 6737 members 
Mstep: Class 52 contains 9566 members 
Mstep: Class 53 contains 1575 members 
Mstep: Class 54 contains 477 members 
Mstep: Class 55 contains 1022 members 
Mstep: Class 56 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173584.000000 Penalty: 186051.093750
Iteration 135Q: 57 clusters Score -5.117358e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15596 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 3090 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20115 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8463 members 
Mstep: Class 16 contains 20636 members 
Mstep: Class 17 contains 55164 members 
Mstep: Class 18 contains 55709 members 
Mstep: Class 19 contains 21620 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1830 members 
Mstep: Class 26 contains 6626 members 
Mstep: Class 27 contains 1332 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 13026 members 
Mstep: Class 30 contains 60873 members 
Mstep: Class 31 contains 57734 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16100 members 
Mstep: Class 34 contains 6183 members 
Mstep: Class 35 contains 14117 members 
Mstep: Class 36 contains 9363 members 
Mstep: Class 37 contains 13752 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8681 members 
Mstep: Class 40 contains 1492 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1490 members 
Mstep: Class 43 contains 10390 members 
Mstep: Class 44 contains 21794 members 
Mstep: Class 45 contains 4437 members 
Mstep: Class 46 contains 2985 members 
Mstep: Class 47 contains 12796 members 
Mstep: Class 48 contains 1664 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 21976 members 
Mstep: Class 51 contains 6750 members 
Mstep: Class 52 contains 9580 members 
Mstep: Class 53 contains 1577 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 1022 members 
Mstep: Class 56 contains 10098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173632.000000 Penalty: 186051.093750
Iteration 136Q: 57 clusters Score -5.117363e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15594 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20107 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8461 members 
Mstep: Class 16 contains 20637 members 
Mstep: Class 17 contains 55154 members 
Mstep: Class 18 contains 55721 members 
Mstep: Class 19 contains 21616 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1837 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 13016 members 
Mstep: Class 30 contains 60870 members 
Mstep: Class 31 contains 57736 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16102 members 
Mstep: Class 34 contains 6178 members 
Mstep: Class 35 contains 14088 members 
Mstep: Class 36 contains 9359 members 
Mstep: Class 37 contains 13749 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8681 members 
Mstep: Class 40 contains 1493 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1488 members 
Mstep: Class 43 contains 10389 members 
Mstep: Class 44 contains 21794 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 2991 members 
Mstep: Class 47 contains 12785 members 
Mstep: Class 48 contains 1663 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22055 members 
Mstep: Class 51 contains 6752 members 
Mstep: Class 52 contains 9599 members 
Mstep: Class 53 contains 1585 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 1023 members 
Mstep: Class 56 contains 10114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173608.000000 Penalty: 186051.093750
Iteration 137Q: 57 clusters Score -5.117361e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15589 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4993 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20097 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 16 contains 20638 members 
Mstep: Class 17 contains 55140 members 
Mstep: Class 18 contains 55737 members 
Mstep: Class 19 contains 21610 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5848 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1840 members 
Mstep: Class 26 contains 6634 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 13006 members 
Mstep: Class 30 contains 60871 members 
Mstep: Class 31 contains 57737 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 16110 members 
Mstep: Class 34 contains 6175 members 
Mstep: Class 35 contains 14071 members 
Mstep: Class 36 contains 9356 members 
Mstep: Class 37 contains 13746 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8681 members 
Mstep: Class 40 contains 1495 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1487 members 
Mstep: Class 43 contains 10387 members 
Mstep: Class 44 contains 21794 members 
Mstep: Class 45 contains 4438 members 
Mstep: Class 46 contains 2995 members 
Mstep: Class 47 contains 12782 members 
Mstep: Class 48 contains 1661 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22111 members 
Mstep: Class 51 contains 6761 members 
Mstep: Class 52 contains 9612 members 
Mstep: Class 53 contains 1589 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 1023 members 
Mstep: Class 56 contains 10123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173696.000000 Penalty: 186051.093750
Iteration 138Q: 57 clusters Score -5.11737e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21800 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15590 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 4987 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20092 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8457 members 
Mstep: Class 16 contains 20638 members 
Mstep: Class 17 contains 55123 members 
Mstep: Class 18 contains 55755 members 
Mstep: Class 19 contains 21608 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5843 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 6637 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 13000 members 
Mstep: Class 30 contains 60867 members 
Mstep: Class 31 contains 57743 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16113 members 
Mstep: Class 34 contains 6171 members 
Mstep: Class 35 contains 14044 members 
Mstep: Class 36 contains 9354 members 
Mstep: Class 37 contains 13745 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8682 members 
Mstep: Class 40 contains 1496 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10384 members 
Mstep: Class 44 contains 21794 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 3002 members 
Mstep: Class 47 contains 12779 members 
Mstep: Class 48 contains 1658 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22159 members 
Mstep: Class 51 contains 6773 members 
Mstep: Class 52 contains 9621 members 
Mstep: Class 53 contains 1594 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 1024 members 
Mstep: Class 56 contains 10124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173652.000000 Penalty: 186051.093750
Iteration 139Q: 57 clusters Score -5.117365e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15586 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20084 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 20640 members 
Mstep: Class 17 contains 55101 members 
Mstep: Class 18 contains 55782 members 
Mstep: Class 19 contains 21603 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1395 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1840 members 
Mstep: Class 26 contains 6638 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 12992 members 
Mstep: Class 30 contains 60865 members 
Mstep: Class 31 contains 57746 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16117 members 
Mstep: Class 34 contains 6171 members 
Mstep: Class 35 contains 14030 members 
Mstep: Class 36 contains 9354 members 
Mstep: Class 37 contains 13741 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8686 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1812 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10383 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 3007 members 
Mstep: Class 47 contains 12769 members 
Mstep: Class 48 contains 1657 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22211 members 
Mstep: Class 51 contains 6786 members 
Mstep: Class 52 contains 9630 members 
Mstep: Class 53 contains 1598 members 
Mstep: Class 54 contains 480 members 
Mstep: Class 55 contains 1025 members 
Mstep: Class 56 contains 10135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173788.000000 Penalty: 186051.093750
Iteration 140F: 57 clusters Score -5.117379e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15584 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 4979 members 
Mstep: Class 10 contains 3089 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20072 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 55087 members 
Mstep: Class 18 contains 55800 members 
Mstep: Class 19 contains 21595 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 1396 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5844 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1839 members 
Mstep: Class 26 contains 6641 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 12986 members 
Mstep: Class 30 contains 60865 members 
Mstep: Class 31 contains 57746 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16114 members 
Mstep: Class 34 contains 6174 members 
Mstep: Class 35 contains 14019 members 
Mstep: Class 36 contains 9354 members 
Mstep: Class 37 contains 13738 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8687 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1810 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 3009 members 
Mstep: Class 47 contains 12757 members 
Mstep: Class 48 contains 1660 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22258 members 
Mstep: Class 51 contains 6797 members 
Mstep: Class 52 contains 9638 members 
Mstep: Class 53 contains 1603 members 
Mstep: Class 54 contains 481 members 
Mstep: Class 55 contains 1026 members 
Mstep: Class 56 contains 10149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173896.000000 Penalty: 186051.093750
Iteration 141Q: 57 clusters Score -5.11739e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 8962 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20065 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 20648 members 
Mstep: Class 17 contains 55070 members 
Mstep: Class 18 contains 55820 members 
Mstep: Class 19 contains 21586 members 
Mstep: Class 20 contains 15545 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5843 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1842 members 
Mstep: Class 26 contains 6645 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 12977 members 
Mstep: Class 30 contains 60867 members 
Mstep: Class 31 contains 57745 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16119 members 
Mstep: Class 34 contains 6175 members 
Mstep: Class 35 contains 14009 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 13733 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8688 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1808 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 3016 members 
Mstep: Class 47 contains 12751 members 
Mstep: Class 48 contains 1660 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22292 members 
Mstep: Class 51 contains 6798 members 
Mstep: Class 52 contains 9645 members 
Mstep: Class 53 contains 1612 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 1028 members 
Mstep: Class 56 contains 10161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173920.000000 Penalty: 186051.093750
Iteration 142Q: 57 clusters Score -5.117392e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21801 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15579 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20062 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8440 members 
Mstep: Class 16 contains 20653 members 
Mstep: Class 17 contains 55056 members 
Mstep: Class 18 contains 55836 members 
Mstep: Class 19 contains 21581 members 
Mstep: Class 20 contains 15543 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5839 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1843 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 12971 members 
Mstep: Class 30 contains 60869 members 
Mstep: Class 31 contains 57745 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16118 members 
Mstep: Class 34 contains 6176 members 
Mstep: Class 35 contains 13993 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 13730 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8688 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4439 members 
Mstep: Class 46 contains 3019 members 
Mstep: Class 47 contains 12750 members 
Mstep: Class 48 contains 1661 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22320 members 
Mstep: Class 51 contains 6811 members 
Mstep: Class 52 contains 9651 members 
Mstep: Class 53 contains 1614 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 1029 members 
Mstep: Class 56 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173888.000000 Penalty: 186051.093750
Iteration 143Q: 57 clusters Score -5.117389e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15576 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8959 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20063 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 15 contains 8438 members 
Mstep: Class 16 contains 20657 members 
Mstep: Class 17 contains 55047 members 
Mstep: Class 18 contains 55848 members 
Mstep: Class 19 contains 21579 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5833 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1844 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 12960 members 
Mstep: Class 30 contains 60870 members 
Mstep: Class 31 contains 57746 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16118 members 
Mstep: Class 34 contains 6176 members 
Mstep: Class 35 contains 13980 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1497 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4440 members 
Mstep: Class 46 contains 3024 members 
Mstep: Class 47 contains 12749 members 
Mstep: Class 48 contains 1661 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22349 members 
Mstep: Class 51 contains 6825 members 
Mstep: Class 52 contains 9659 members 
Mstep: Class 53 contains 1614 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 1029 members 
Mstep: Class 56 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173828.000000 Penalty: 186051.093750
Iteration 144Q: 57 clusters Score -5.117383e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21805 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15573 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8958 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20063 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 20662 members 
Mstep: Class 17 contains 55036 members 
Mstep: Class 18 contains 55860 members 
Mstep: Class 19 contains 21576 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 1848 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 12953 members 
Mstep: Class 30 contains 60873 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16122 members 
Mstep: Class 34 contains 6173 members 
Mstep: Class 35 contains 13963 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 3026 members 
Mstep: Class 47 contains 12748 members 
Mstep: Class 48 contains 1660 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22368 members 
Mstep: Class 51 contains 6835 members 
Mstep: Class 52 contains 9672 members 
Mstep: Class 53 contains 1614 members 
Mstep: Class 54 contains 481 members 
Mstep: Class 55 contains 1029 members 
Mstep: Class 56 contains 10178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173908.000000 Penalty: 186051.093750
Iteration 145Q: 57 clusters Score -5.117391e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8959 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4971 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20061 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 20665 members 
Mstep: Class 17 contains 55026 members 
Mstep: Class 18 contains 55870 members 
Mstep: Class 19 contains 21575 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1398 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 5814 members 
Mstep: Class 24 contains 2808 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 6648 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 12948 members 
Mstep: Class 30 contains 60874 members 
Mstep: Class 31 contains 57748 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16117 members 
Mstep: Class 34 contains 6171 members 
Mstep: Class 35 contains 13952 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21795 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 3030 members 
Mstep: Class 47 contains 12748 members 
Mstep: Class 48 contains 1660 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22395 members 
Mstep: Class 51 contains 6841 members 
Mstep: Class 52 contains 9679 members 
Mstep: Class 53 contains 1614 members 
Mstep: Class 54 contains 482 members 
Mstep: Class 55 contains 1029 members 
Mstep: Class 56 contains 10182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173972.000000 Penalty: 186051.093750
Iteration 146Q: 57 clusters Score -5.117397e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21805 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8957 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20060 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8435 members 
Mstep: Class 16 contains 20667 members 
Mstep: Class 17 contains 55012 members 
Mstep: Class 18 contains 55883 members 
Mstep: Class 19 contains 21572 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1399 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1856 members 
Mstep: Class 26 contains 6648 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 12947 members 
Mstep: Class 30 contains 60876 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16119 members 
Mstep: Class 34 contains 6170 members 
Mstep: Class 35 contains 13941 members 
Mstep: Class 36 contains 9354 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 3031 members 
Mstep: Class 47 contains 12744 members 
Mstep: Class 48 contains 1661 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22420 members 
Mstep: Class 51 contains 6846 members 
Mstep: Class 52 contains 9678 members 
Mstep: Class 53 contains 1615 members 
Mstep: Class 54 contains 483 members 
Mstep: Class 55 contains 1029 members 
Mstep: Class 56 contains 10186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173984.000000 Penalty: 186051.093750
Iteration 147Q: 57 clusters Score -5.117398e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 3432 members 
Mstep: Class 7 contains 8956 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4970 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20057 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8433 members 
Mstep: Class 16 contains 20667 members 
Mstep: Class 17 contains 54997 members 
Mstep: Class 18 contains 55898 members 
Mstep: Class 19 contains 21570 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 5810 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1858 members 
Mstep: Class 26 contains 6650 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 12946 members 
Mstep: Class 30 contains 60878 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16121 members 
Mstep: Class 34 contains 6169 members 
Mstep: Class 35 contains 13926 members 
Mstep: Class 36 contains 9354 members 
Mstep: Class 37 contains 13728 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 3034 members 
Mstep: Class 47 contains 12738 members 
Mstep: Class 48 contains 1662 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22450 members 
Mstep: Class 51 contains 6855 members 
Mstep: Class 52 contains 9679 members 
Mstep: Class 53 contains 1615 members 
Mstep: Class 54 contains 484 members 
Mstep: Class 55 contains 1030 members 
Mstep: Class 56 contains 10189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174012.000000 Penalty: 186051.093750
Iteration 148Q: 57 clusters Score -5.117401e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15571 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 8956 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20058 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 20668 members 
Mstep: Class 17 contains 54989 members 
Mstep: Class 18 contains 55905 members 
Mstep: Class 19 contains 21571 members 
Mstep: Class 20 contains 15541 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1860 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 12941 members 
Mstep: Class 30 contains 60880 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16121 members 
Mstep: Class 34 contains 6165 members 
Mstep: Class 35 contains 13915 members 
Mstep: Class 36 contains 9354 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21797 members 
Mstep: Class 45 contains 4441 members 
Mstep: Class 46 contains 3040 members 
Mstep: Class 47 contains 12735 members 
Mstep: Class 48 contains 1662 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22470 members 
Mstep: Class 51 contains 6863 members 
Mstep: Class 52 contains 9680 members 
Mstep: Class 53 contains 1615 members 
Mstep: Class 54 contains 485 members 
Mstep: Class 55 contains 1031 members 
Mstep: Class 56 contains 10191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174000.000000 Penalty: 186051.093750
Iteration 149Q: 57 clusters Score -5.1174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15570 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 8955 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4967 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20056 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20669 members 
Mstep: Class 17 contains 54984 members 
Mstep: Class 18 contains 55910 members 
Mstep: Class 19 contains 21572 members 
Mstep: Class 20 contains 15542 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1861 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 12935 members 
Mstep: Class 30 contains 60883 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16122 members 
Mstep: Class 34 contains 6162 members 
Mstep: Class 35 contains 13907 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 13728 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4442 members 
Mstep: Class 46 contains 3047 members 
Mstep: Class 47 contains 12733 members 
Mstep: Class 48 contains 1665 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22482 members 
Mstep: Class 51 contains 6867 members 
Mstep: Class 52 contains 9683 members 
Mstep: Class 53 contains 1616 members 
Mstep: Class 54 contains 485 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173996.000000 Penalty: 186051.093750
Iteration 150Q: 57 clusters Score -5.1174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 8955 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20053 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20671 members 
Mstep: Class 17 contains 54979 members 
Mstep: Class 18 contains 55914 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15543 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1862 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 12933 members 
Mstep: Class 30 contains 60885 members 
Mstep: Class 31 contains 57746 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16124 members 
Mstep: Class 34 contains 6159 members 
Mstep: Class 35 contains 13902 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13729 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10382 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4442 members 
Mstep: Class 46 contains 3050 members 
Mstep: Class 47 contains 12728 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22490 members 
Mstep: Class 51 contains 6871 members 
Mstep: Class 52 contains 9686 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 485 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174004.000000 Penalty: 186051.093750
Iteration 151Q: 57 clusters Score -5.1174e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15568 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 8954 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20052 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20673 members 
Mstep: Class 17 contains 54970 members 
Mstep: Class 18 contains 55922 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15544 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5808 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1862 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 12931 members 
Mstep: Class 30 contains 60888 members 
Mstep: Class 31 contains 57747 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16125 members 
Mstep: Class 34 contains 6160 members 
Mstep: Class 35 contains 13890 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13729 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10381 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3052 members 
Mstep: Class 47 contains 12725 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22497 members 
Mstep: Class 51 contains 6873 members 
Mstep: Class 52 contains 9686 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 485 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174048.000000 Penalty: 186051.093750
Iteration 152Q: 57 clusters Score -5.117405e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 8952 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20049 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20676 members 
Mstep: Class 17 contains 54964 members 
Mstep: Class 18 contains 55925 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1697 members 
Mstep: Class 29 contains 12926 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57748 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16128 members 
Mstep: Class 34 contains 6157 members 
Mstep: Class 35 contains 13880 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13728 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8689 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10380 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3057 members 
Mstep: Class 47 contains 12724 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22507 members 
Mstep: Class 51 contains 6881 members 
Mstep: Class 52 contains 9688 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 485 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173988.000000 Penalty: 186051.093750
Iteration 153Q: 57 clusters Score -5.117399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8946 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20048 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20682 members 
Mstep: Class 17 contains 54961 members 
Mstep: Class 18 contains 55929 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15546 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 6652 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1699 members 
Mstep: Class 29 contains 12915 members 
Mstep: Class 30 contains 60889 members 
Mstep: Class 31 contains 57750 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16131 members 
Mstep: Class 34 contains 6156 members 
Mstep: Class 35 contains 13875 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10378 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3063 members 
Mstep: Class 47 contains 12724 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22512 members 
Mstep: Class 51 contains 6881 members 
Mstep: Class 52 contains 9689 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 489 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173972.000000 Penalty: 186051.093750
Iteration 154Q: 57 clusters Score -5.117397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15567 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8943 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20048 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20692 members 
Mstep: Class 17 contains 54955 members 
Mstep: Class 18 contains 55934 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1700 members 
Mstep: Class 29 contains 12902 members 
Mstep: Class 30 contains 60888 members 
Mstep: Class 31 contains 57751 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16135 members 
Mstep: Class 34 contains 6154 members 
Mstep: Class 35 contains 13868 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10376 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3069 members 
Mstep: Class 47 contains 12722 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22516 members 
Mstep: Class 51 contains 6878 members 
Mstep: Class 52 contains 9692 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 489 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173968.000000 Penalty: 186051.093750
Iteration 155Q: 57 clusters Score -5.117397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8943 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20047 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20697 members 
Mstep: Class 17 contains 54950 members 
Mstep: Class 18 contains 55939 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1863 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1700 members 
Mstep: Class 29 contains 12886 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57752 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16137 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 13866 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10375 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3079 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22519 members 
Mstep: Class 51 contains 6882 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 489 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173924.000000 Penalty: 186051.093750
Iteration 156Q: 57 clusters Score -5.117392e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15565 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20045 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20700 members 
Mstep: Class 17 contains 54945 members 
Mstep: Class 18 contains 55944 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5808 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1864 members 
Mstep: Class 26 contains 6654 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1701 members 
Mstep: Class 29 contains 12879 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57752 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16139 members 
Mstep: Class 34 contains 6152 members 
Mstep: Class 35 contains 13862 members 
Mstep: Class 36 contains 9352 members 
Mstep: Class 37 contains 13727 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3083 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22521 members 
Mstep: Class 51 contains 6884 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 491 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173948.000000 Penalty: 186051.093750
Iteration 157Q: 57 clusters Score -5.117395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15563 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20044 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 20702 members 
Mstep: Class 17 contains 54938 members 
Mstep: Class 18 contains 55951 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57753 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16139 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13858 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12722 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22524 members 
Mstep: Class 51 contains 6886 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173892.000000 Penalty: 186051.093750
Iteration 158Q: 57 clusters Score -5.117389e+07 nChanged 22
Entering ConstructFrom: 
Score: -51173892.000000 Penalty: 186051.093750
Entering ConstructFrom: 
Trying to split cluster 1 (38083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Entering Unmasked Estep 
Score: -3176840.250000 Penalty: 2615.785889
	Iteration 0F: 2 clusters Score -3176840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3151161.000000 Penalty: 5231.571777
	Iteration 0F: 3 clusters Score -3151161 nChanged 17285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3160659.250000 Penalty: 5231.571777
	Iteration 1F: 3 clusters Score -3160659 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3161220.500000 Penalty: 5231.571777
	Iteration 2Q: 3 clusters Score -3161220 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3161769.250000 Penalty: 5231.571777
	Iteration 3Q: 3 clusters Score -3161769 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3162304.250000 Penalty: 5231.571777
	Iteration 4Q: 3 clusters Score -3162304 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3162730.250000 Penalty: 5231.571777
	Iteration 5Q: 3 clusters Score -3162730 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3163149.500000 Penalty: 5231.571777
	Iteration 6Q: 3 clusters Score -3163150 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3163528.000000 Penalty: 5231.571777
	Iteration 7Q: 3 clusters Score -3163528 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3163871.250000 Penalty: 5231.571777
	Iteration 8Q: 3 clusters Score -3163871 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3164203.750000 Penalty: 5231.571777
	Iteration 9Q: 3 clusters Score -3164204 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3164509.750000 Penalty: 5231.571777
	Iteration 10Q: 3 clusters Score -3164510 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3164805.750000 Penalty: 5231.571777
	Iteration 11Q: 3 clusters Score -3164806 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3165123.000000 Penalty: 5231.571777
	Iteration 12Q: 3 clusters Score -3165123 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3165410.250000 Penalty: 5231.571777
	Iteration 13Q: 3 clusters Score -3165410 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3165750.250000 Penalty: 5231.571777
	Iteration 14Q: 3 clusters Score -3165750 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3166101.250000 Penalty: 5231.571777
	Iteration 15Q: 3 clusters Score -3166101 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3166529.500000 Penalty: 5231.571777
	Iteration 16Q: 3 clusters Score -3166530 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3166991.000000 Penalty: 5231.571777
	Iteration 17Q: 3 clusters Score -3166991 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3167611.000000 Penalty: 5231.571777
	Iteration 18Q: 3 clusters Score -3167611 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3168337.500000 Penalty: 5231.571777
	Iteration 19Q: 3 clusters Score -3168338 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3169159.500000 Penalty: 5231.571777
	Iteration 20F: 3 clusters Score -3169160 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3170133.000000 Penalty: 5231.571777
	Iteration 21Q: 3 clusters Score -3170133 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -3171196.000000 Penalty: 5231.571777
	Iteration 22Q: 3 clusters Score -3171196 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -3172178.250000 Penalty: 5231.571777
	Iteration 23Q: 3 clusters Score -3172178 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -3173031.500000 Penalty: 5231.571777
	Iteration 24Q: 3 clusters Score -3173032 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -3173711.500000 Penalty: 5231.571777
	Iteration 25Q: 3 clusters Score -3173712 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -3174158.000000 Penalty: 5231.571777
	Iteration 26Q: 3 clusters Score -3174158 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3174417.750000 Penalty: 5231.571777
	Iteration 27Q: 3 clusters Score -3174418 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -3174568.500000 Penalty: 5231.571777
	Iteration 28Q: 3 clusters Score -3174568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -3174685.750000 Penalty: 5231.571777
	Iteration 29Q: 3 clusters Score -3174686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -3174741.500000 Penalty: 5231.571777
	Iteration 30Q: 3 clusters Score -3174742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -3174787.250000 Penalty: 5231.571777
	Iteration 31Q: 3 clusters Score -3174787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -3174815.750000 Penalty: 5231.571777
	Iteration 32Q: 3 clusters Score -3174816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -3174835.500000 Penalty: 5231.571777
	Iteration 33Q: 3 clusters Score -3174836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3174854.750000 Penalty: 5231.571777
	Iteration 34Q: 3 clusters Score -3174855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -3174865.500000 Penalty: 5231.571777
	Iteration 35Q: 3 clusters Score -3174866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -3174879.750000 Penalty: 5231.571777
	Iteration 36Q: 3 clusters Score -3174880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3174884.750000 Penalty: 5231.571777
	Iteration 37Q: 3 clusters Score -3174885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3174883.250000 Penalty: 5231.571777
	Iteration 38Q: 3 clusters Score -3174883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -3174883.500000 Penalty: 5231.571777
	Iteration 39Q: 3 clusters Score -3174884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3174884.500000 Penalty: 5231.571777
	Iteration 40F: 3 clusters Score -3174884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3174889.250000 Penalty: 5231.571777
	Iteration 41Q: 3 clusters Score -3174889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3174889.250000 Penalty: 5231.571777
	Iteration 42F: 3 clusters Score -3174889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -598824.250000 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -598824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -592948.062500 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -592948.1 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -594527.750000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -594527.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -594875.937500 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -594875.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -595175.000000 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -595175 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -595518.437500 Penalty: 4408.412598
	Iteration 4F: 3 clusters Score -595518.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -595896.562500 Penalty: 4408.412598
	Iteration 5F: 3 clusters Score -595896.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -596264.187500 Penalty: 4408.412598
	Iteration 6F: 3 clusters Score -596264.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -596566.437500 Penalty: 4408.412598
	Iteration 7F: 3 clusters Score -596566.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -596783.687500 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -596783.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -596919.000000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -596919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -597007.687500 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -597007.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -597055.000000 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -597055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -597086.750000 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -597086.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -597109.312500 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -597109.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -597118.000000 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -597118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -597128.750000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -597128.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -597136.250000 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -597136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -597143.750000 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -597143.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -597151.187500 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -597151.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -597157.187500 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -597157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -597162.562500 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -597162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -597164.562500 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -597164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -597166.437500 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -597166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -597166.625000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -597166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -597167.187500 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -597167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -597168.187500 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -597168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -597168.187500 Penalty: 4408.412598
	Iteration 26F: 3 clusters Score -597168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Entering Unmasked Estep 
Score: -1899110.250000 Penalty: 2477.471191
	Iteration 0F: 2 clusters Score -1899110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1883911.000000 Penalty: 4954.942383
	Iteration 0F: 3 clusters Score -1883911 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1888909.125000 Penalty: 4954.942383
	Iteration 1F: 3 clusters Score -1888909 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1889285.875000 Penalty: 4954.942383
	Iteration 2F: 3 clusters Score -1889286 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1889585.500000 Penalty: 4954.942383
	Iteration 3Q: 3 clusters Score -1889586 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1889855.500000 Penalty: 4954.942383
	Iteration 4Q: 3 clusters Score -1889856 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1890133.000000 Penalty: 4954.942383
	Iteration 5Q: 3 clusters Score -1890133 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1890482.375000 Penalty: 4954.942383
	Iteration 6Q: 3 clusters Score -1890482 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1890938.375000 Penalty: 4954.942383
	Iteration 7Q: 3 clusters Score -1890938 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1891537.125000 Penalty: 4954.942383
	Iteration 8Q: 3 clusters Score -1891537 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1892305.375000 Penalty: 4954.942383
	Iteration 9F: 3 clusters Score -1892305 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1893257.500000 Penalty: 4954.942383
	Iteration 10F: 3 clusters Score -1893258 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1894262.000000 Penalty: 4954.942383
	Iteration 11F: 3 clusters Score -1894262 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1895125.750000 Penalty: 4954.942383
	Iteration 12Q: 3 clusters Score -1895126 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1895691.250000 Penalty: 4954.942383
	Iteration 13Q: 3 clusters Score -1895691 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1896051.875000 Penalty: 4954.942383
	Iteration 14Q: 3 clusters Score -1896052 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1896305.500000 Penalty: 4954.942383
	Iteration 15Q: 3 clusters Score -1896306 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1896490.375000 Penalty: 4954.942383
	Iteration 16Q: 3 clusters Score -1896490 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1896622.375000 Penalty: 4954.942383
	Iteration 17Q: 3 clusters Score -1896622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -1896706.625000 Penalty: 4954.942383
	Iteration 18Q: 3 clusters Score -1896707 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1896775.750000 Penalty: 4954.942383
	Iteration 19Q: 3 clusters Score -1896776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1896844.250000 Penalty: 4954.942383
	Iteration 20F: 3 clusters Score -1896844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1896882.125000 Penalty: 4954.942383
	Iteration 21Q: 3 clusters Score -1896882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1896907.625000 Penalty: 4954.942383
	Iteration 22Q: 3 clusters Score -1896908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1896924.500000 Penalty: 4954.942383
	Iteration 23Q: 3 clusters Score -1896924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1896947.250000 Penalty: 4954.942383
	Iteration 24Q: 3 clusters Score -1896947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -1896964.750000 Penalty: 4954.942383
	Iteration 25Q: 3 clusters Score -1896965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -1896974.750000 Penalty: 4954.942383
	Iteration 26Q: 3 clusters Score -1896975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1896980.250000 Penalty: 4954.942383
	Iteration 27Q: 3 clusters Score -1896980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1896993.000000 Penalty: 4954.942383
	Iteration 28Q: 3 clusters Score -1896993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1896998.125000 Penalty: 4954.942383
	Iteration 29Q: 3 clusters Score -1896998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -1897003.375000 Penalty: 4954.942383
	Iteration 30Q: 3 clusters Score -1897003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1897007.250000 Penalty: 4954.942383
	Iteration 31Q: 3 clusters Score -1897007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1897008.125000 Penalty: 4954.942383
	Iteration 32Q: 3 clusters Score -1897008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -1897008.875000 Penalty: 4954.942383
	Iteration 33Q: 3 clusters Score -1897009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1897011.000000 Penalty: 4954.942383
	Iteration 34Q: 3 clusters Score -1897011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1897013.625000 Penalty: 4954.942383
	Iteration 35Q: 3 clusters Score -1897014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -1897018.750000 Penalty: 4954.942383
	Iteration 36Q: 3 clusters Score -1897019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -1897017.375000 Penalty: 4954.942383
	Iteration 37Q: 3 clusters Score -1897017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1897021.375000 Penalty: 4954.942383
	Iteration 38Q: 3 clusters Score -1897021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1897020.750000 Penalty: 4954.942383
	Iteration 39Q: 3 clusters Score -1897021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -1897025.750000 Penalty: 4954.942383
	Iteration 40F: 3 clusters Score -1897026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -777262.875000 Penalty: 2277.197754
	Iteration 0F: 2 clusters Score -777262.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -769837.375000 Penalty: 4554.395508
	Iteration 0F: 3 clusters Score -769837.4 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -771964.375000 Penalty: 4554.395508
	Iteration 1F: 3 clusters Score -771964.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -772392.187500 Penalty: 4554.395508
	Iteration 2F: 3 clusters Score -772392.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -772865.687500 Penalty: 4554.395508
	Iteration 3F: 3 clusters Score -772865.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -773424.937500 Penalty: 4554.395508
	Iteration 4F: 3 clusters Score -773424.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -774081.375000 Penalty: 4554.395508
	Iteration 5F: 3 clusters Score -774081.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -774740.000000 Penalty: 4554.395508
	Iteration 6F: 3 clusters Score -774740 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -775222.187500 Penalty: 4554.395508
	Iteration 7F: 3 clusters Score -775222.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -775477.187500 Penalty: 4554.395508
	Iteration 8Q: 3 clusters Score -775477.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -775634.812500 Penalty: 4554.395508
	Iteration 9Q: 3 clusters Score -775634.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -775727.687500 Penalty: 4554.395508
	Iteration 10Q: 3 clusters Score -775727.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -775773.937500 Penalty: 4554.395508
	Iteration 11Q: 3 clusters Score -775773.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -775797.937500 Penalty: 4554.395508
	Iteration 12Q: 3 clusters Score -775797.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -775820.187500 Penalty: 4554.395508
	Iteration 13Q: 3 clusters Score -775820.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -775832.062500 Penalty: 4554.395508
	Iteration 14Q: 3 clusters Score -775832.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -775842.750000 Penalty: 4554.395508
	Iteration 15Q: 3 clusters Score -775842.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -775853.250000 Penalty: 4554.395508
	Iteration 16Q: 3 clusters Score -775853.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -775858.937500 Penalty: 4554.395508
	Iteration 17Q: 3 clusters Score -775858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -775865.312500 Penalty: 4554.395508
	Iteration 18Q: 3 clusters Score -775865.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -775865.937500 Penalty: 4554.395508
	Iteration 19Q: 3 clusters Score -775865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -775870.062500 Penalty: 4554.395508
	Iteration 20F: 3 clusters Score -775870.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -775872.375000 Penalty: 4554.395508
	Iteration 21Q: 3 clusters Score -775872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -775876.125000 Penalty: 4554.395508
	Iteration 22Q: 3 clusters Score -775876.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -775879.500000 Penalty: 4554.395508
	Iteration 23Q: 3 clusters Score -775879.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -775883.062500 Penalty: 4554.395508
	Iteration 24Q: 3 clusters Score -775883.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -775890.125000 Penalty: 4554.395508
	Iteration 25Q: 3 clusters Score -775890.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -775894.125000 Penalty: 4554.395508
	Iteration 26Q: 3 clusters Score -775894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -775898.500000 Penalty: 4554.395508
	Iteration 27Q: 3 clusters Score -775898.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -775901.625000 Penalty: 4554.395508
	Iteration 28Q: 3 clusters Score -775901.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -775903.875000 Penalty: 4554.395508
	Iteration 29Q: 3 clusters Score -775903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -775907.937500 Penalty: 4554.395508
	Iteration 30Q: 3 clusters Score -775907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -775910.437500 Penalty: 4554.395508
	Iteration 31Q: 3 clusters Score -775910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -775914.375000 Penalty: 4554.395508
	Iteration 32Q: 3 clusters Score -775914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -775914.500000 Penalty: 4554.395508
	Iteration 33Q: 3 clusters Score -775914.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -775918.312500 Penalty: 4554.395508
	Iteration 34Q: 3 clusters Score -775918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -775922.812500 Penalty: 4554.395508
	Iteration 35Q: 3 clusters Score -775922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -775922.312500 Penalty: 4554.395508
	Iteration 36Q: 3 clusters Score -775922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -775922.812500 Penalty: 4554.395508
	Iteration 37Q: 3 clusters Score -775922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -775922.375000 Penalty: 4554.395508
	Iteration 38Q: 3 clusters Score -775922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -775924.062500 Penalty: 4554.395508
	Iteration 39Q: 3 clusters Score -775924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -775926.500000 Penalty: 4554.395508
	Iteration 40F: 3 clusters Score -775926.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -775927.250000 Penalty: 4554.395508
	Iteration 41Q: 3 clusters Score -775927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -775927.875000 Penalty: 4554.395508
	Iteration 42Q: 3 clusters Score -775927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -775930.375000 Penalty: 4554.395508
	Iteration 43Q: 3 clusters Score -775930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -775929.500000 Penalty: 4554.395508
	Iteration 44Q: 3 clusters Score -775929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -775931.187500 Penalty: 4554.395508
	Iteration 45Q: 3 clusters Score -775931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -775932.375000 Penalty: 4554.395508
	Iteration 46Q: 3 clusters Score -775932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -775929.750000 Penalty: 4554.395508
	Iteration 47Q: 3 clusters Score -775929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -775932.687500 Penalty: 4554.395508
	Iteration 48Q: 3 clusters Score -775932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -775933.750000 Penalty: 4554.395508
	Iteration 49Q: 3 clusters Score -775933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -775933.875000 Penalty: 4554.395508
	Iteration 50Q: 3 clusters Score -775933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -775934.062500 Penalty: 4554.395508
	Iteration 51Q: 3 clusters Score -775934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -775934.062500 Penalty: 4554.395508
	Iteration 52Q: 3 clusters Score -775934.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -775937.250000 Penalty: 4554.395508
	Iteration 53Q: 3 clusters Score -775937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -775938.687500 Penalty: 4554.395508
	Iteration 54Q: 3 clusters Score -775938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -775937.625000 Penalty: 4554.395508
	Iteration 55Q: 3 clusters Score -775937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -775939.812500 Penalty: 4554.395508
	Iteration 56Q: 3 clusters Score -775939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -775942.000000 Penalty: 4554.395508
	Iteration 57Q: 3 clusters Score -775942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -775942.750000 Penalty: 4554.395508
	Iteration 58Q: 3 clusters Score -775942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -775946.875000 Penalty: 4554.395508
	Iteration 59Q: 3 clusters Score -775946.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -775950.812500 Penalty: 4554.395508
	Iteration 60F: 3 clusters Score -775950.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -775953.625000 Penalty: 4554.395508
	Iteration 61Q: 3 clusters Score -775953.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -775957.000000 Penalty: 4554.395508
	Iteration 62Q: 3 clusters Score -775957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -775960.812500 Penalty: 4554.395508
	Iteration 63Q: 3 clusters Score -775960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -775960.812500 Penalty: 4554.395508
	Iteration 64Q: 3 clusters Score -775960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -775962.187500 Penalty: 4554.395508
	Iteration 65Q: 3 clusters Score -775962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -775964.750000 Penalty: 4554.395508
	Iteration 66Q: 3 clusters Score -775964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -775963.437500 Penalty: 4554.395508
	Iteration 67Q: 3 clusters Score -775963.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -775964.750000 Penalty: 4554.395508
	Iteration 68Q: 3 clusters Score -775964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -775967.312500 Penalty: 4554.395508
	Iteration 69Q: 3 clusters Score -775967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -775967.437500 Penalty: 4554.395508
	Iteration 70Q: 3 clusters Score -775967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -775970.562500 Penalty: 4554.395508
	Iteration 71Q: 3 clusters Score -775970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -775970.062500 Penalty: 4554.395508
	Iteration 72Q: 3 clusters Score -775970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -775975.062500 Penalty: 4554.395508
	Iteration 73Q: 3 clusters Score -775975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -775974.187500 Penalty: 4554.395508
	Iteration 74Q: 3 clusters Score -775974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -775974.625000 Penalty: 4554.395508
	Iteration 75Q: 3 clusters Score -775974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -775975.062500 Penalty: 4554.395508
	Iteration 76Q: 3 clusters Score -775975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -775975.062500 Penalty: 4554.395508
	Iteration 77F: 3 clusters Score -775975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Entering Unmasked Estep 
Score: -1302531.500000 Penalty: 2393.841553
	Iteration 0F: 2 clusters Score -1302532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1291370.250000 Penalty: 4787.683105
	Iteration 0F: 3 clusters Score -1291370 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1295014.750000 Penalty: 4787.683105
	Iteration 1F: 3 clusters Score -1295015 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1295753.500000 Penalty: 4787.683105
	Iteration 2F: 3 clusters Score -1295754 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1296613.125000 Penalty: 4787.683105
	Iteration 3F: 3 clusters Score -1296613 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1297473.000000 Penalty: 4787.683105
	Iteration 4F: 3 clusters Score -1297473 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1298196.000000 Penalty: 4787.683105
	Iteration 5F: 3 clusters Score -1298196 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1298776.000000 Penalty: 4787.683105
	Iteration 6F: 3 clusters Score -1298776 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1299236.250000 Penalty: 4787.683105
	Iteration 7Q: 3 clusters Score -1299236 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1299605.875000 Penalty: 4787.683105
	Iteration 8Q: 3 clusters Score -1299606 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1299957.125000 Penalty: 4787.683105
	Iteration 9Q: 3 clusters Score -1299957 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1300283.750000 Penalty: 4787.683105
	Iteration 10Q: 3 clusters Score -1300284 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1300564.000000 Penalty: 4787.683105
	Iteration 11Q: 3 clusters Score -1300564 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1300777.500000 Penalty: 4787.683105
	Iteration 12Q: 3 clusters Score -1300778 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1300930.375000 Penalty: 4787.683105
	Iteration 13Q: 3 clusters Score -1300930 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1301059.875000 Penalty: 4787.683105
	Iteration 14Q: 3 clusters Score -1301060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1301138.000000 Penalty: 4787.683105
	Iteration 15Q: 3 clusters Score -1301138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1301199.750000 Penalty: 4787.683105
	Iteration 16Q: 3 clusters Score -1301200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1301253.750000 Penalty: 4787.683105
	Iteration 17Q: 3 clusters Score -1301254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1301288.250000 Penalty: 4787.683105
	Iteration 18Q: 3 clusters Score -1301288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1301311.625000 Penalty: 4787.683105
	Iteration 19Q: 3 clusters Score -1301312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1301325.250000 Penalty: 4787.683105
	Iteration 20F: 3 clusters Score -1301325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1301332.750000 Penalty: 4787.683105
	Iteration 21Q: 3 clusters Score -1301333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1301340.500000 Penalty: 4787.683105
	Iteration 22Q: 3 clusters Score -1301340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1301346.750000 Penalty: 4787.683105
	Iteration 23Q: 3 clusters Score -1301347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1301347.125000 Penalty: 4787.683105
	Iteration 24Q: 3 clusters Score -1301347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1301352.750000 Penalty: 4787.683105
	Iteration 25Q: 3 clusters Score -1301353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1301359.125000 Penalty: 4787.683105
	Iteration 26Q: 3 clusters Score -1301359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1301365.250000 Penalty: 4787.683105
	Iteration 27Q: 3 clusters Score -1301365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1301365.875000 Penalty: 4787.683105
	Iteration 28Q: 3 clusters Score -1301366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1301362.250000 Penalty: 4787.683105
	Iteration 29Q: 3 clusters Score -1301362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1301360.500000 Penalty: 4787.683105
	Iteration 30Q: 3 clusters Score -1301360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1301364.000000 Penalty: 4787.683105
	Iteration 31Q: 3 clusters Score -1301364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1301367.875000 Penalty: 4787.683105
	Iteration 32Q: 3 clusters Score -1301368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1301370.125000 Penalty: 4787.683105
	Iteration 33Q: 3 clusters Score -1301370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1301372.375000 Penalty: 4787.683105
	Iteration 34Q: 3 clusters Score -1301372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1301368.000000 Penalty: 4787.683105
	Iteration 35Q: 3 clusters Score -1301368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1301372.500000 Penalty: 4787.683105
	Iteration 36Q: 3 clusters Score -1301372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1301370.125000 Penalty: 4787.683105
	Iteration 37Q: 3 clusters Score -1301370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1301373.625000 Penalty: 4787.683105
	Iteration 38Q: 3 clusters Score -1301374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1301374.750000 Penalty: 4787.683105
	Iteration 39Q: 3 clusters Score -1301375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1301374.875000 Penalty: 4787.683105
	Iteration 40F: 3 clusters Score -1301375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1301374.625000 Penalty: 4787.683105
	Iteration 41Q: 3 clusters Score -1301375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1301377.500000 Penalty: 4787.683105
	Iteration 42Q: 3 clusters Score -1301378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1301377.625000 Penalty: 4787.683105
	Iteration 43Q: 3 clusters Score -1301378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1301378.500000 Penalty: 4787.683105
	Iteration 44Q: 3 clusters Score -1301378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1301382.750000 Penalty: 4787.683105
	Iteration 45Q: 3 clusters Score -1301383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1301384.000000 Penalty: 4787.683105
	Iteration 46Q: 3 clusters Score -1301384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1301385.500000 Penalty: 4787.683105
	Iteration 47Q: 3 clusters Score -1301386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1301387.500000 Penalty: 4787.683105
	Iteration 48Q: 3 clusters Score -1301388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1301386.625000 Penalty: 4787.683105
	Iteration 49Q: 3 clusters Score -1301387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1301388.250000 Penalty: 4787.683105
	Iteration 50Q: 3 clusters Score -1301388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1301390.625000 Penalty: 4787.683105
	Iteration 51Q: 3 clusters Score -1301391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1301387.125000 Penalty: 4787.683105
	Iteration 52Q: 3 clusters Score -1301387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1301388.250000 Penalty: 4787.683105
	Iteration 53Q: 3 clusters Score -1301388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1301392.000000 Penalty: 4787.683105
	Iteration 54Q: 3 clusters Score -1301392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1301392.375000 Penalty: 4787.683105
	Iteration 55Q: 3 clusters Score -1301392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1301394.875000 Penalty: 4787.683105
	Iteration 56Q: 3 clusters Score -1301395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1301393.875000 Penalty: 4787.683105
	Iteration 57Q: 3 clusters Score -1301394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1301394.250000 Penalty: 4787.683105
	Iteration 58Q: 3 clusters Score -1301394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1301395.375000 Penalty: 4787.683105
	Iteration 59Q: 3 clusters Score -1301395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1301393.000000 Penalty: 4787.683105
	Iteration 60F: 3 clusters Score -1301393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1301395.375000 Penalty: 4787.683105
	Iteration 61Q: 3 clusters Score -1301395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1301394.375000 Penalty: 4787.683105
	Iteration 62Q: 3 clusters Score -1301394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1301398.750000 Penalty: 4787.683105
	Iteration 63Q: 3 clusters Score -1301399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1301400.125000 Penalty: 4787.683105
	Iteration 64Q: 3 clusters Score -1301400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1301401.750000 Penalty: 4787.683105
	Iteration 65Q: 3 clusters Score -1301402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1301401.750000 Penalty: 4787.683105
	Iteration 66Q: 3 clusters Score -1301402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1301403.125000 Penalty: 4787.683105
	Iteration 67Q: 3 clusters Score -1301403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1301402.375000 Penalty: 4787.683105
	Iteration 68Q: 3 clusters Score -1301402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1301402.000000 Penalty: 4787.683105
	Iteration 69Q: 3 clusters Score -1301402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1301405.500000 Penalty: 4787.683105
	Iteration 70Q: 3 clusters Score -1301406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1301402.000000 Penalty: 4787.683105
	Iteration 71Q: 3 clusters Score -1301402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1301403.750000 Penalty: 4787.683105
	Iteration 72Q: 3 clusters Score -1301404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1301404.375000 Penalty: 4787.683105
	Iteration 73Q: 3 clusters Score -1301404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1301405.625000 Penalty: 4787.683105
	Iteration 74Q: 3 clusters Score -1301406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1301405.625000 Penalty: 4787.683105
	Iteration 75F: 3 clusters Score -1301406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -271242.375000 Penalty: 2018.798340
	Iteration 0F: 2 clusters Score -271242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -267679.156250 Penalty: 4037.596680
	Iteration 0F: 3 clusters Score -267679.2 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -268439.562500 Penalty: 4037.596680
	Iteration 1F: 3 clusters Score -268439.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -268633.875000 Penalty: 4037.596680
	Iteration 2F: 3 clusters Score -268633.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -268757.250000 Penalty: 4037.596680
	Iteration 3F: 3 clusters Score -268757.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -268840.031250 Penalty: 4037.596680
	Iteration 4Q: 3 clusters Score -268840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -268916.625000 Penalty: 4037.596680
	Iteration 5Q: 3 clusters Score -268916.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -268988.593750 Penalty: 4037.596680
	Iteration 6Q: 3 clusters Score -268988.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -269052.531250 Penalty: 4037.596680
	Iteration 7Q: 3 clusters Score -269052.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -269101.812500 Penalty: 4037.596680
	Iteration 8Q: 3 clusters Score -269101.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -269139.843750 Penalty: 4037.596680
	Iteration 9Q: 3 clusters Score -269139.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -269191.375000 Penalty: 4037.596680
	Iteration 10Q: 3 clusters Score -269191.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269247.218750 Penalty: 4037.596680
	Iteration 11Q: 3 clusters Score -269247.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -269320.437500 Penalty: 4037.596680
	Iteration 12Q: 3 clusters Score -269320.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -269407.968750 Penalty: 4037.596680
	Iteration 13Q: 3 clusters Score -269408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -269491.375000 Penalty: 4037.596680
	Iteration 14Q: 3 clusters Score -269491.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -269556.156250 Penalty: 4037.596680
	Iteration 15Q: 3 clusters Score -269556.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -269603.843750 Penalty: 4037.596680
	Iteration 16Q: 3 clusters Score -269603.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -269638.593750 Penalty: 4037.596680
	Iteration 17Q: 3 clusters Score -269638.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -269665.000000 Penalty: 4037.596680
	Iteration 18Q: 3 clusters Score -269665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -269689.687500 Penalty: 4037.596680
	Iteration 19Q: 3 clusters Score -269689.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -269705.750000 Penalty: 4037.596680
	Iteration 20F: 3 clusters Score -269705.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -269728.218750 Penalty: 4037.596680
	Iteration 21Q: 3 clusters Score -269728.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -269751.593750 Penalty: 4037.596680
	Iteration 22Q: 3 clusters Score -269751.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -269793.500000 Penalty: 4037.596680
	Iteration 23Q: 3 clusters Score -269793.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -269821.593750 Penalty: 4037.596680
	Iteration 24Q: 3 clusters Score -269821.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -269841.875000 Penalty: 4037.596680
	Iteration 25Q: 3 clusters Score -269841.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -269872.437500 Penalty: 4037.596680
	Iteration 26Q: 3 clusters Score -269872.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -269908.187500 Penalty: 4037.596680
	Iteration 27Q: 3 clusters Score -269908.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -269980.437500 Penalty: 4037.596680
	Iteration 28Q: 3 clusters Score -269980.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -270142.187500 Penalty: 4037.596680
	Iteration 29Q: 3 clusters Score -270142.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -270608.750000 Penalty: 4037.596680
	Iteration 30Q: 3 clusters Score -270608.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -270780.562500 Penalty: 4037.596680
	Iteration 31Q: 3 clusters Score -270780.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -270860.656250 Penalty: 4037.596680
	Iteration 32Q: 3 clusters Score -270860.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -270929.406250 Penalty: 4037.596680
	Iteration 33Q: 3 clusters Score -270929.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -271000.031250 Penalty: 4037.596680
	Iteration 34Q: 3 clusters Score -271000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -271079.343750 Penalty: 4037.596680
	Iteration 35Q: 3 clusters Score -271079.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -271132.531250 Penalty: 4037.596680
	Iteration 36Q: 3 clusters Score -271132.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -271182.187500 Penalty: 4037.596680
	Iteration 37Q: 3 clusters Score -271182.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -271246.156250 Penalty: 4037.596680
	Iteration 38Q: 3 clusters Score -271246.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -271317.937500 Penalty: 4037.596680
	Iteration 39Q: 3 clusters Score -271317.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -271447.093750 Penalty: 4037.596680
	Iteration 40F: 3 clusters Score -271447.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -271692.656250 Penalty: 4037.596680
	Iteration 41Q: 3 clusters Score -271692.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -272039.500000 Penalty: 4037.596680
	Iteration 42Q: 3 clusters Score -272039.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -272220.218750 Penalty: 4037.596680
	Iteration 43Q: 3 clusters Score -272220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -272255.906250 Penalty: 4037.596680
	Iteration 44Q: 3 clusters Score -272255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -272264.000000 Penalty: 4037.596680
	Iteration 45Q: 3 clusters Score -272264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -272266.031250 Penalty: 4037.596680
	Iteration 46Q: 3 clusters Score -272266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -272266.031250 Penalty: 4037.596680
	Iteration 47F: 3 clusters Score -272266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 54932 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 60889 members 
Mstep: Class 31 contains 57753 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13855 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12721 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22529 members 
Mstep: Class 51 contains 6888 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10218 members 
Mstep: Class 57 contains 1980 members 
Entering Unmasked Estep 
Score: -51173664.000000 Penalty: 189373.437500
Splitting cluster 6 changes total score from -51173892.000000 to -51173664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (8940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Entering Unmasked Estep 
Score: -718681.125000 Penalty: 2256.375977
	Iteration 0F: 2 clusters Score -718681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -711708.125000 Penalty: 4512.751953
	Iteration 0F: 3 clusters Score -711708.1 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -713677.562500 Penalty: 4512.751953
	Iteration 1F: 3 clusters Score -713677.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -714021.375000 Penalty: 4512.751953
	Iteration 2F: 3 clusters Score -714021.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -714305.500000 Penalty: 4512.751953
	Iteration 3F: 3 clusters Score -714305.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -714577.375000 Penalty: 4512.751953
	Iteration 4F: 3 clusters Score -714577.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -714839.062500 Penalty: 4512.751953
	Iteration 5Q: 3 clusters Score -714839.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -715100.625000 Penalty: 4512.751953
	Iteration 6Q: 3 clusters Score -715100.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -715343.062500 Penalty: 4512.751953
	Iteration 7Q: 3 clusters Score -715343.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -715592.187500 Penalty: 4512.751953
	Iteration 8Q: 3 clusters Score -715592.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -715840.937500 Penalty: 4512.751953
	Iteration 9Q: 3 clusters Score -715840.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -716071.812500 Penalty: 4512.751953
	Iteration 10Q: 3 clusters Score -716071.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -716306.375000 Penalty: 4512.751953
	Iteration 11Q: 3 clusters Score -716306.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -716553.312500 Penalty: 4512.751953
	Iteration 12Q: 3 clusters Score -716553.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -716805.062500 Penalty: 4512.751953
	Iteration 13Q: 3 clusters Score -716805.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -717081.625000 Penalty: 4512.751953
	Iteration 14Q: 3 clusters Score -717081.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -717292.375000 Penalty: 4512.751953
	Iteration 15Q: 3 clusters Score -717292.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -717472.562500 Penalty: 4512.751953
	Iteration 16Q: 3 clusters Score -717472.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -717586.312500 Penalty: 4512.751953
	Iteration 17Q: 3 clusters Score -717586.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -717644.687500 Penalty: 4512.751953
	Iteration 18Q: 3 clusters Score -717644.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -717692.312500 Penalty: 4512.751953
	Iteration 19Q: 3 clusters Score -717692.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -717718.625000 Penalty: 4512.751953
	Iteration 20F: 3 clusters Score -717718.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -717739.625000 Penalty: 4512.751953
	Iteration 21Q: 3 clusters Score -717739.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -717755.125000 Penalty: 4512.751953
	Iteration 22Q: 3 clusters Score -717755.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -717769.437500 Penalty: 4512.751953
	Iteration 23Q: 3 clusters Score -717769.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -717784.437500 Penalty: 4512.751953
	Iteration 24Q: 3 clusters Score -717784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -717793.500000 Penalty: 4512.751953
	Iteration 25Q: 3 clusters Score -717793.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -717799.812500 Penalty: 4512.751953
	Iteration 26Q: 3 clusters Score -717799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -717803.937500 Penalty: 4512.751953
	Iteration 27Q: 3 clusters Score -717803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -717807.312500 Penalty: 4512.751953
	Iteration 28Q: 3 clusters Score -717807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -717807.875000 Penalty: 4512.751953
	Iteration 29Q: 3 clusters Score -717807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -717811.000000 Penalty: 4512.751953
	Iteration 30Q: 3 clusters Score -717811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -717812.687500 Penalty: 4512.751953
	Iteration 31Q: 3 clusters Score -717812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -717816.875000 Penalty: 4512.751953
	Iteration 32Q: 3 clusters Score -717816.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -717816.375000 Penalty: 4512.751953
	Iteration 33Q: 3 clusters Score -717816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -717817.187500 Penalty: 4512.751953
	Iteration 34Q: 3 clusters Score -717817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -717816.187500 Penalty: 4512.751953
	Iteration 35Q: 3 clusters Score -717816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -717818.937500 Penalty: 4512.751953
	Iteration 36Q: 3 clusters Score -717818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -717818.812500 Penalty: 4512.751953
	Iteration 37Q: 3 clusters Score -717818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -717818.812500 Penalty: 4512.751953
	Iteration 38F: 3 clusters Score -717818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -47995.605469 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -47995.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46237.863281 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -46237.86 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46625.347656 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -46625.35 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46749.058594 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -46749.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46837.234375 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -46837.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46886.828125 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -46886.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46914.914062 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -46914.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -46930.335938 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -46930.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -46942.277344 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -46942.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -46946.527344 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -46946.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -46948.429688 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -46948.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46953.796875 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -46953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46958.441406 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -46958.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46961.496094 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -46961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46961.496094 Penalty: 3371.778320
	Iteration 13F: 3 clusters Score -46961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -364250.062500 Penalty: 2110.671631
	Iteration 0F: 2 clusters Score -364250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -359764.500000 Penalty: 4221.343262
	Iteration 0F: 3 clusters Score -359764.5 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -360878.156250 Penalty: 4221.343262
	Iteration 1F: 3 clusters Score -360878.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -361177.156250 Penalty: 4221.343262
	Iteration 2F: 3 clusters Score -361177.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -361463.218750 Penalty: 4221.343262
	Iteration 3F: 3 clusters Score -361463.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -361772.093750 Penalty: 4221.343262
	Iteration 4F: 3 clusters Score -361772.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -362061.156250 Penalty: 4221.343262
	Iteration 5F: 3 clusters Score -362061.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -362325.875000 Penalty: 4221.343262
	Iteration 6F: 3 clusters Score -362325.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -362530.593750 Penalty: 4221.343262
	Iteration 7Q: 3 clusters Score -362530.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -362683.187500 Penalty: 4221.343262
	Iteration 8Q: 3 clusters Score -362683.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -362788.437500 Penalty: 4221.343262
	Iteration 9Q: 3 clusters Score -362788.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -362871.531250 Penalty: 4221.343262
	Iteration 10Q: 3 clusters Score -362871.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -362931.750000 Penalty: 4221.343262
	Iteration 11Q: 3 clusters Score -362931.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -362982.750000 Penalty: 4221.343262
	Iteration 12Q: 3 clusters Score -362982.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -363028.468750 Penalty: 4221.343262
	Iteration 13Q: 3 clusters Score -363028.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -363074.343750 Penalty: 4221.343262
	Iteration 14Q: 3 clusters Score -363074.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -363121.218750 Penalty: 4221.343262
	Iteration 15Q: 3 clusters Score -363121.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -363161.125000 Penalty: 4221.343262
	Iteration 16Q: 3 clusters Score -363161.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -363200.125000 Penalty: 4221.343262
	Iteration 17Q: 3 clusters Score -363200.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -363236.125000 Penalty: 4221.343262
	Iteration 18Q: 3 clusters Score -363236.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -363262.437500 Penalty: 4221.343262
	Iteration 19Q: 3 clusters Score -363262.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -363301.093750 Penalty: 4221.343262
	Iteration 20F: 3 clusters Score -363301.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -363329.593750 Penalty: 4221.343262
	Iteration 21Q: 3 clusters Score -363329.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -363353.937500 Penalty: 4221.343262
	Iteration 22Q: 3 clusters Score -363353.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -363375.875000 Penalty: 4221.343262
	Iteration 23Q: 3 clusters Score -363375.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -363393.218750 Penalty: 4221.343262
	Iteration 24Q: 3 clusters Score -363393.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -363408.968750 Penalty: 4221.343262
	Iteration 25Q: 3 clusters Score -363409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -363424.375000 Penalty: 4221.343262
	Iteration 26Q: 3 clusters Score -363424.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -363441.125000 Penalty: 4221.343262
	Iteration 27Q: 3 clusters Score -363441.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -363448.625000 Penalty: 4221.343262
	Iteration 28Q: 3 clusters Score -363448.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -363458.437500 Penalty: 4221.343262
	Iteration 29Q: 3 clusters Score -363458.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -363466.187500 Penalty: 4221.343262
	Iteration 30Q: 3 clusters Score -363466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -363470.437500 Penalty: 4221.343262
	Iteration 31Q: 3 clusters Score -363470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -363473.406250 Penalty: 4221.343262
	Iteration 32Q: 3 clusters Score -363473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -363476.406250 Penalty: 4221.343262
	Iteration 33Q: 3 clusters Score -363476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -363478.656250 Penalty: 4221.343262
	Iteration 34Q: 3 clusters Score -363478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -363478.937500 Penalty: 4221.343262
	Iteration 35Q: 3 clusters Score -363478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -363479.718750 Penalty: 4221.343262
	Iteration 36Q: 3 clusters Score -363479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -363479.468750 Penalty: 4221.343262
	Iteration 37Q: 3 clusters Score -363479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -363479.468750 Penalty: 4221.343262
	Iteration 38F: 3 clusters Score -363479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -247457.312500 Penalty: 1992.749268
	Iteration 0F: 2 clusters Score -247457.3 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 1525 members 
Entering Unmasked Estep 
Score: -244097.687500 Penalty: 3985.498535
	Iteration 0F: 3 clusters Score -244097.7 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -244842.171875 Penalty: 3985.498535
	Iteration 1F: 3 clusters Score -244842.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -245077.156250 Penalty: 3985.498535
	Iteration 2F: 3 clusters Score -245077.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -245241.781250 Penalty: 3985.498535
	Iteration 3F: 3 clusters Score -245241.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -245376.890625 Penalty: 3985.498535
	Iteration 4Q: 3 clusters Score -245376.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -245544.859375 Penalty: 3985.498535
	Iteration 5Q: 3 clusters Score -245544.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -245748.296875 Penalty: 3985.498535
	Iteration 6Q: 3 clusters Score -245748.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -245975.953125 Penalty: 3985.498535
	Iteration 7Q: 3 clusters Score -245976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -246202.031250 Penalty: 3985.498535
	Iteration 8Q: 3 clusters Score -246202 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -246378.515625 Penalty: 3985.498535
	Iteration 9Q: 3 clusters Score -246378.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -246538.218750 Penalty: 3985.498535
	Iteration 10Q: 3 clusters Score -246538.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -246761.109375 Penalty: 3985.498535
	Iteration 11Q: 3 clusters Score -246761.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -247035.265625 Penalty: 3985.498535
	Iteration 12Q: 3 clusters Score -247035.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -247392.468750 Penalty: 3985.498535
	Iteration 13Q: 3 clusters Score -247392.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -247540.000000 Penalty: 3985.498535
	Iteration 14Q: 3 clusters Score -247540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247613.156250 Penalty: 3985.498535
	Iteration 15Q: 3 clusters Score -247613.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -247651.031250 Penalty: 3985.498535
	Iteration 16Q: 3 clusters Score -247651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -247671.203125 Penalty: 3985.498535
	Iteration 17Q: 3 clusters Score -247671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -247680.453125 Penalty: 3985.498535
	Iteration 18Q: 3 clusters Score -247680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -247682.421875 Penalty: 3985.498535
	Iteration 19Q: 3 clusters Score -247682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -247683.453125 Penalty: 3985.498535
	Iteration 20F: 3 clusters Score -247683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 54932 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 60889 members 
Mstep: Class 31 contains 57753 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13855 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12721 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22529 members 
Mstep: Class 51 contains 6888 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10218 members 
Mstep: Class 57 contains 1627 members 
Entering Unmasked Estep 
Score: -51172828.000000 Penalty: 189373.437500
Splitting cluster 10 changes total score from -51173892.000000 to -51172828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -98694.671875 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -98694.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -96605.359375 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -96605.36 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96953.390625 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -96953.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97079.140625 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -97079.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -97185.476562 Penalty: 3544.017090
	Iteration 3Q: 3 clusters Score -97185.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -97246.351562 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -97246.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -97299.703125 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -97299.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97349.968750 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -97349.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97384.507812 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -97384.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97414.085938 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -97414.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97446.484375 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -97446.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97469.140625 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -97469.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -97499.187500 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -97499.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97528.648438 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -97528.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97556.570312 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -97556.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -97581.734375 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -97581.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -97600.937500 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -97600.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97625.023438 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -97625.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97668.328125 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -97668.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97697.343750 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -97697.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97717.593750 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -97717.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97733.757812 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -97733.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97742.515625 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -97742.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97750.765625 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -97750.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97757.406250 Penalty: 3544.017090
	Iteration 23Q: 3 clusters Score -97757.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97769.242188 Penalty: 3544.017090
	Iteration 24Q: 3 clusters Score -97769.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97781.929688 Penalty: 3544.017090
	Iteration 25Q: 3 clusters Score -97781.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -97794.234375 Penalty: 3544.017090
	Iteration 26Q: 3 clusters Score -97794.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97800.546875 Penalty: 3544.017090
	Iteration 27Q: 3 clusters Score -97800.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97808.406250 Penalty: 3544.017090
	Iteration 28Q: 3 clusters Score -97808.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97825.562500 Penalty: 3544.017090
	Iteration 29Q: 3 clusters Score -97825.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97857.906250 Penalty: 3544.017090
	Iteration 30Q: 3 clusters Score -97857.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97881.257812 Penalty: 3544.017090
	Iteration 31Q: 3 clusters Score -97881.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97892.585938 Penalty: 3544.017090
	Iteration 32Q: 3 clusters Score -97892.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97897.460938 Penalty: 3544.017090
	Iteration 33Q: 3 clusters Score -97897.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97897.460938 Penalty: 3544.017090
	Iteration 34F: 3 clusters Score -97897.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Entering Unmasked Estep 
Score: -1652229.875000 Penalty: 2456.585205
	Iteration 0F: 2 clusters Score -1652230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1638097.375000 Penalty: 4913.170410
	Iteration 0F: 3 clusters Score -1638097 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1642936.000000 Penalty: 4913.170410
	Iteration 1F: 3 clusters Score -1642936 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1643463.375000 Penalty: 4913.170410
	Iteration 2F: 3 clusters Score -1643463 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1643901.375000 Penalty: 4913.170410
	Iteration 3F: 3 clusters Score -1643901 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1644324.500000 Penalty: 4913.170410
	Iteration 4Q: 3 clusters Score -1644324 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1644756.750000 Penalty: 4913.170410
	Iteration 5Q: 3 clusters Score -1644757 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1645219.500000 Penalty: 4913.170410
	Iteration 6Q: 3 clusters Score -1645220 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1645739.625000 Penalty: 4913.170410
	Iteration 7Q: 3 clusters Score -1645740 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1646252.875000 Penalty: 4913.170410
	Iteration 8Q: 3 clusters Score -1646253 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1646746.125000 Penalty: 4913.170410
	Iteration 9Q: 3 clusters Score -1646746 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1647229.000000 Penalty: 4913.170410
	Iteration 10Q: 3 clusters Score -1647229 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1647630.125000 Penalty: 4913.170410
	Iteration 11Q: 3 clusters Score -1647630 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1648031.500000 Penalty: 4913.170410
	Iteration 12Q: 3 clusters Score -1648032 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1648359.125000 Penalty: 4913.170410
	Iteration 13Q: 3 clusters Score -1648359 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1648621.250000 Penalty: 4913.170410
	Iteration 14Q: 3 clusters Score -1648621 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1648866.625000 Penalty: 4913.170410
	Iteration 15Q: 3 clusters Score -1648867 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1649081.750000 Penalty: 4913.170410
	Iteration 16Q: 3 clusters Score -1649082 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1649249.625000 Penalty: 4913.170410
	Iteration 17Q: 3 clusters Score -1649250 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1649367.125000 Penalty: 4913.170410
	Iteration 18Q: 3 clusters Score -1649367 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1649459.250000 Penalty: 4913.170410
	Iteration 19Q: 3 clusters Score -1649459 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1649574.750000 Penalty: 4913.170410
	Iteration 20F: 3 clusters Score -1649575 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1649648.500000 Penalty: 4913.170410
	Iteration 21Q: 3 clusters Score -1649648 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1649715.500000 Penalty: 4913.170410
	Iteration 22Q: 3 clusters Score -1649716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1649762.375000 Penalty: 4913.170410
	Iteration 23Q: 3 clusters Score -1649762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1649811.750000 Penalty: 4913.170410
	Iteration 24Q: 3 clusters Score -1649812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1649847.625000 Penalty: 4913.170410
	Iteration 25Q: 3 clusters Score -1649848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1649872.625000 Penalty: 4913.170410
	Iteration 26Q: 3 clusters Score -1649873 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1649910.375000 Penalty: 4913.170410
	Iteration 27Q: 3 clusters Score -1649910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1649935.375000 Penalty: 4913.170410
	Iteration 28Q: 3 clusters Score -1649935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1649956.625000 Penalty: 4913.170410
	Iteration 29Q: 3 clusters Score -1649957 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1649969.375000 Penalty: 4913.170410
	Iteration 30Q: 3 clusters Score -1649969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1649976.375000 Penalty: 4913.170410
	Iteration 31Q: 3 clusters Score -1649976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1649986.750000 Penalty: 4913.170410
	Iteration 32Q: 3 clusters Score -1649987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1649995.750000 Penalty: 4913.170410
	Iteration 33Q: 3 clusters Score -1649996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1650001.875000 Penalty: 4913.170410
	Iteration 34Q: 3 clusters Score -1650002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1650006.375000 Penalty: 4913.170410
	Iteration 35Q: 3 clusters Score -1650006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1650017.000000 Penalty: 4913.170410
	Iteration 36Q: 3 clusters Score -1650017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1650019.875000 Penalty: 4913.170410
	Iteration 37Q: 3 clusters Score -1650020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1650028.250000 Penalty: 4913.170410
	Iteration 38Q: 3 clusters Score -1650028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1650028.000000 Penalty: 4913.170410
	Iteration 39Q: 3 clusters Score -1650028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1650031.625000 Penalty: 4913.170410
	Iteration 40F: 3 clusters Score -1650032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1650044.625000 Penalty: 4913.170410
	Iteration 41Q: 3 clusters Score -1650045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1650050.125000 Penalty: 4913.170410
	Iteration 42Q: 3 clusters Score -1650050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1650059.625000 Penalty: 4913.170410
	Iteration 43Q: 3 clusters Score -1650060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1650056.750000 Penalty: 4913.170410
	Iteration 44Q: 3 clusters Score -1650057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1650057.250000 Penalty: 4913.170410
	Iteration 45Q: 3 clusters Score -1650057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1650062.875000 Penalty: 4913.170410
	Iteration 46Q: 3 clusters Score -1650063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1650068.625000 Penalty: 4913.170410
	Iteration 47Q: 3 clusters Score -1650069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1650069.750000 Penalty: 4913.170410
	Iteration 48Q: 3 clusters Score -1650070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1650067.500000 Penalty: 4913.170410
	Iteration 49Q: 3 clusters Score -1650068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1650074.250000 Penalty: 4913.170410
	Iteration 50Q: 3 clusters Score -1650074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1650080.000000 Penalty: 4913.170410
	Iteration 51Q: 3 clusters Score -1650080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1650082.750000 Penalty: 4913.170410
	Iteration 52Q: 3 clusters Score -1650083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1650080.375000 Penalty: 4913.170410
	Iteration 53Q: 3 clusters Score -1650080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1650084.000000 Penalty: 4913.170410
	Iteration 54Q: 3 clusters Score -1650084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1650084.625000 Penalty: 4913.170410
	Iteration 55Q: 3 clusters Score -1650085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1650085.125000 Penalty: 4913.170410
	Iteration 56Q: 3 clusters Score -1650085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1650092.375000 Penalty: 4913.170410
	Iteration 57Q: 3 clusters Score -1650092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1650094.250000 Penalty: 4913.170410
	Iteration 58Q: 3 clusters Score -1650094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1650098.125000 Penalty: 4913.170410
	Iteration 59Q: 3 clusters Score -1650098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1650097.625000 Penalty: 4913.170410
	Iteration 60F: 3 clusters Score -1650098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1650099.875000 Penalty: 4913.170410
	Iteration 61Q: 3 clusters Score -1650100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1650101.000000 Penalty: 4913.170410
	Iteration 62Q: 3 clusters Score -1650101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1650099.375000 Penalty: 4913.170410
	Iteration 63Q: 3 clusters Score -1650099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1650101.625000 Penalty: 4913.170410
	Iteration 64Q: 3 clusters Score -1650102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1650103.000000 Penalty: 4913.170410
	Iteration 65Q: 3 clusters Score -1650103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1650104.750000 Penalty: 4913.170410
	Iteration 66Q: 3 clusters Score -1650105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1650101.125000 Penalty: 4913.170410
	Iteration 67Q: 3 clusters Score -1650101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1650102.125000 Penalty: 4913.170410
	Iteration 68Q: 3 clusters Score -1650102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1650102.000000 Penalty: 4913.170410
	Iteration 69Q: 3 clusters Score -1650102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1650102.750000 Penalty: 4913.170410
	Iteration 70Q: 3 clusters Score -1650103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1650103.875000 Penalty: 4913.170410
	Iteration 71Q: 3 clusters Score -1650104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1650105.375000 Penalty: 4913.170410
	Iteration 72Q: 3 clusters Score -1650105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1650103.125000 Penalty: 4913.170410
	Iteration 73Q: 3 clusters Score -1650103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1650103.125000 Penalty: 4913.170410
	Iteration 74F: 3 clusters Score -1650103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -258776.093750 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -258776.1 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 1645 members 
Entering Unmasked Estep 
Score: -255347.890625 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -255347.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -256095.234375 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -256095.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -256278.109375 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -256278.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -256372.703125 Penalty: 4015.114502
	Iteration 3Q: 3 clusters Score -256372.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -256459.593750 Penalty: 4015.114502
	Iteration 4Q: 3 clusters Score -256459.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -256514.468750 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -256514.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -256565.578125 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -256565.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -256615.406250 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -256615.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -256653.265625 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -256653.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -256677.562500 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -256677.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -256695.140625 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -256695.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -256715.921875 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -256715.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -256735.343750 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -256735.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -256753.250000 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -256753.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -256769.437500 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -256769.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -256793.828125 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -256793.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -256816.937500 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -256816.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -256850.421875 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -256850.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -256899.406250 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -256899.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -256975.375000 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -256975.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -257045.453125 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -257045.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -257102.234375 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -257102.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -257144.953125 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -257145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -257188.359375 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -257188.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -257220.921875 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -257220.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -257256.484375 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -257256.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -257285.609375 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -257285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -257309.625000 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -257309.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -257339.390625 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -257339.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -257366.265625 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -257366.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -257392.937500 Penalty: 4015.114502
	Iteration 30Q: 3 clusters Score -257392.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -257418.265625 Penalty: 4015.114502
	Iteration 31Q: 3 clusters Score -257418.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -257439.218750 Penalty: 4015.114502
	Iteration 32Q: 3 clusters Score -257439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -257459.765625 Penalty: 4015.114502
	Iteration 33Q: 3 clusters Score -257459.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -257480.687500 Penalty: 4015.114502
	Iteration 34Q: 3 clusters Score -257480.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -257498.859375 Penalty: 4015.114502
	Iteration 35Q: 3 clusters Score -257498.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -257517.000000 Penalty: 4015.114502
	Iteration 36Q: 3 clusters Score -257517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -257528.593750 Penalty: 4015.114502
	Iteration 37Q: 3 clusters Score -257528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -257539.656250 Penalty: 4015.114502
	Iteration 38Q: 3 clusters Score -257539.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -257545.640625 Penalty: 4015.114502
	Iteration 39Q: 3 clusters Score -257545.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -257550.046875 Penalty: 4015.114502
	Iteration 40F: 3 clusters Score -257550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -257557.062500 Penalty: 4015.114502
	Iteration 41Q: 3 clusters Score -257557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -257565.625000 Penalty: 4015.114502
	Iteration 42Q: 3 clusters Score -257565.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -257573.953125 Penalty: 4015.114502
	Iteration 43Q: 3 clusters Score -257574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -257580.625000 Penalty: 4015.114502
	Iteration 44Q: 3 clusters Score -257580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -257586.515625 Penalty: 4015.114502
	Iteration 45Q: 3 clusters Score -257586.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -257593.546875 Penalty: 4015.114502
	Iteration 46Q: 3 clusters Score -257593.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -257599.546875 Penalty: 4015.114502
	Iteration 47Q: 3 clusters Score -257599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -257603.921875 Penalty: 4015.114502
	Iteration 48Q: 3 clusters Score -257603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -257610.843750 Penalty: 4015.114502
	Iteration 49Q: 3 clusters Score -257610.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -257618.843750 Penalty: 4015.114502
	Iteration 50Q: 3 clusters Score -257618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -257622.562500 Penalty: 4015.114502
	Iteration 51Q: 3 clusters Score -257622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -257624.937500 Penalty: 4015.114502
	Iteration 52Q: 3 clusters Score -257624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -257627.468750 Penalty: 4015.114502
	Iteration 53Q: 3 clusters Score -257627.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -257629.484375 Penalty: 4015.114502
	Iteration 54Q: 3 clusters Score -257629.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -257633.015625 Penalty: 4015.114502
	Iteration 55Q: 3 clusters Score -257633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -257636.343750 Penalty: 4015.114502
	Iteration 56Q: 3 clusters Score -257636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -257638.390625 Penalty: 4015.114502
	Iteration 57Q: 3 clusters Score -257638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -257639.546875 Penalty: 4015.114502
	Iteration 58Q: 3 clusters Score -257639.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -257642.593750 Penalty: 4015.114502
	Iteration 59Q: 3 clusters Score -257642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -257644.234375 Penalty: 4015.114502
	Iteration 60F: 3 clusters Score -257644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -448237.875000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -448237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -443415.968750 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -443416 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -444590.875000 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -444590.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -444809.218750 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -444809.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -444933.531250 Penalty: 4278.786621
	Iteration 3Q: 3 clusters Score -444933.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -445007.562500 Penalty: 4278.786621
	Iteration 4Q: 3 clusters Score -445007.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -445049.625000 Penalty: 4278.786621
	Iteration 5Q: 3 clusters Score -445049.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -445088.718750 Penalty: 4278.786621
	Iteration 6Q: 3 clusters Score -445088.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -445118.937500 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -445118.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -445149.406250 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -445149.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -445174.968750 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -445175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -445199.843750 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -445199.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -445220.718750 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -445220.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -445234.687500 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -445234.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -445245.312500 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -445245.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -445254.406250 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -445254.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -445264.000000 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -445264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -445274.656250 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -445274.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -445285.093750 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -445285.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -445294.281250 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -445294.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -445301.656250 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -445301.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -445309.093750 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -445309.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -445317.718750 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -445317.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -445327.625000 Penalty: 4278.786621
	Iteration 22Q: 3 clusters Score -445327.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -445341.375000 Penalty: 4278.786621
	Iteration 23Q: 3 clusters Score -445341.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -445354.843750 Penalty: 4278.786621
	Iteration 24Q: 3 clusters Score -445354.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -445366.656250 Penalty: 4278.786621
	Iteration 25Q: 3 clusters Score -445366.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -445380.625000 Penalty: 4278.786621
	Iteration 26Q: 3 clusters Score -445380.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -445391.375000 Penalty: 4278.786621
	Iteration 27Q: 3 clusters Score -445391.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -445404.031250 Penalty: 4278.786621
	Iteration 28Q: 3 clusters Score -445404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -445413.968750 Penalty: 4278.786621
	Iteration 29Q: 3 clusters Score -445414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -445426.343750 Penalty: 4278.786621
	Iteration 30Q: 3 clusters Score -445426.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -445435.781250 Penalty: 4278.786621
	Iteration 31Q: 3 clusters Score -445435.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -445444.156250 Penalty: 4278.786621
	Iteration 32Q: 3 clusters Score -445444.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -445449.906250 Penalty: 4278.786621
	Iteration 33Q: 3 clusters Score -445449.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -445456.843750 Penalty: 4278.786621
	Iteration 34Q: 3 clusters Score -445456.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -445463.906250 Penalty: 4278.786621
	Iteration 35Q: 3 clusters Score -445463.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -445472.812500 Penalty: 4278.786621
	Iteration 36Q: 3 clusters Score -445472.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -445481.000000 Penalty: 4278.786621
	Iteration 37Q: 3 clusters Score -445481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -445489.156250 Penalty: 4278.786621
	Iteration 38Q: 3 clusters Score -445489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -445495.531250 Penalty: 4278.786621
	Iteration 39Q: 3 clusters Score -445495.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -445500.656250 Penalty: 4278.786621
	Iteration 40F: 3 clusters Score -445500.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -445503.375000 Penalty: 4278.786621
	Iteration 41Q: 3 clusters Score -445503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -445506.937500 Penalty: 4278.786621
	Iteration 42Q: 3 clusters Score -445506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -445508.312500 Penalty: 4278.786621
	Iteration 43Q: 3 clusters Score -445508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -445510.750000 Penalty: 4278.786621
	Iteration 44Q: 3 clusters Score -445510.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -445514.281250 Penalty: 4278.786621
	Iteration 45Q: 3 clusters Score -445514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -445518.812500 Penalty: 4278.786621
	Iteration 46Q: 3 clusters Score -445518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -445522.750000 Penalty: 4278.786621
	Iteration 47Q: 3 clusters Score -445522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -445525.437500 Penalty: 4278.786621
	Iteration 48Q: 3 clusters Score -445525.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -445532.062500 Penalty: 4278.786621
	Iteration 49Q: 3 clusters Score -445532.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -445536.781250 Penalty: 4278.786621
	Iteration 50Q: 3 clusters Score -445536.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -445541.937500 Penalty: 4278.786621
	Iteration 51Q: 3 clusters Score -445541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -445545.406250 Penalty: 4278.786621
	Iteration 52Q: 3 clusters Score -445545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -445552.781250 Penalty: 4278.786621
	Iteration 53Q: 3 clusters Score -445552.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -445561.062500 Penalty: 4278.786621
	Iteration 54Q: 3 clusters Score -445561.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -445569.781250 Penalty: 4278.786621
	Iteration 55Q: 3 clusters Score -445569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -445573.906250 Penalty: 4278.786621
	Iteration 56Q: 3 clusters Score -445573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -445577.343750 Penalty: 4278.786621
	Iteration 57Q: 3 clusters Score -445577.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -445582.031250 Penalty: 4278.786621
	Iteration 58Q: 3 clusters Score -445582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -445589.562500 Penalty: 4278.786621
	Iteration 59Q: 3 clusters Score -445589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -445593.343750 Penalty: 4278.786621
	Iteration 60F: 3 clusters Score -445593.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -445598.500000 Penalty: 4278.786621
	Iteration 61Q: 3 clusters Score -445598.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -445604.687500 Penalty: 4278.786621
	Iteration 62Q: 3 clusters Score -445604.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -445612.718750 Penalty: 4278.786621
	Iteration 63Q: 3 clusters Score -445612.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -445624.406250 Penalty: 4278.786621
	Iteration 64Q: 3 clusters Score -445624.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -445636.062500 Penalty: 4278.786621
	Iteration 65Q: 3 clusters Score -445636.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -445649.968750 Penalty: 4278.786621
	Iteration 66Q: 3 clusters Score -445650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -445663.906250 Penalty: 4278.786621
	Iteration 67Q: 3 clusters Score -445663.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -445679.687500 Penalty: 4278.786621
	Iteration 68Q: 3 clusters Score -445679.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -445695.937500 Penalty: 4278.786621
	Iteration 69Q: 3 clusters Score -445695.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -445715.656250 Penalty: 4278.786621
	Iteration 70Q: 3 clusters Score -445715.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -445730.687500 Penalty: 4278.786621
	Iteration 71Q: 3 clusters Score -445730.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -445743.687500 Penalty: 4278.786621
	Iteration 72Q: 3 clusters Score -445743.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -445756.750000 Penalty: 4278.786621
	Iteration 73Q: 3 clusters Score -445756.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -445769.343750 Penalty: 4278.786621
	Iteration 74Q: 3 clusters Score -445769.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -445780.968750 Penalty: 4278.786621
	Iteration 75Q: 3 clusters Score -445781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -445792.875000 Penalty: 4278.786621
	Iteration 76Q: 3 clusters Score -445792.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -445804.031250 Penalty: 4278.786621
	Iteration 77Q: 3 clusters Score -445804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -445811.687500 Penalty: 4278.786621
	Iteration 78Q: 3 clusters Score -445811.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -445818.812500 Penalty: 4278.786621
	Iteration 79Q: 3 clusters Score -445818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -445826.187500 Penalty: 4278.786621
	Iteration 80F: 3 clusters Score -445826.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -445831.437500 Penalty: 4278.786621
	Iteration 81Q: 3 clusters Score -445831.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -445840.968750 Penalty: 4278.786621
	Iteration 82Q: 3 clusters Score -445841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -445855.406250 Penalty: 4278.786621
	Iteration 83Q: 3 clusters Score -445855.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -445869.625000 Penalty: 4278.786621
	Iteration 84Q: 3 clusters Score -445869.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -445885.812500 Penalty: 4278.786621
	Iteration 85Q: 3 clusters Score -445885.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -445901.750000 Penalty: 4278.786621
	Iteration 86Q: 3 clusters Score -445901.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -445916.093750 Penalty: 4278.786621
	Iteration 87Q: 3 clusters Score -445916.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -445932.781250 Penalty: 4278.786621
	Iteration 88Q: 3 clusters Score -445932.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -445955.312500 Penalty: 4278.786621
	Iteration 89Q: 3 clusters Score -445955.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -445967.718750 Penalty: 4278.786621
	Iteration 90Q: 3 clusters Score -445967.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -445981.562500 Penalty: 4278.786621
	Iteration 91Q: 3 clusters Score -445981.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -445999.812500 Penalty: 4278.786621
	Iteration 92Q: 3 clusters Score -445999.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -446014.500000 Penalty: 4278.786621
	Iteration 93Q: 3 clusters Score -446014.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -446030.375000 Penalty: 4278.786621
	Iteration 94Q: 3 clusters Score -446030.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -446042.937500 Penalty: 4278.786621
	Iteration 95Q: 3 clusters Score -446042.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -446059.125000 Penalty: 4278.786621
	Iteration 96Q: 3 clusters Score -446059.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -446069.687500 Penalty: 4278.786621
	Iteration 97Q: 3 clusters Score -446069.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -446080.593750 Penalty: 4278.786621
	Iteration 98Q: 3 clusters Score -446080.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -446091.718750 Penalty: 4278.786621
	Iteration 99Q: 3 clusters Score -446091.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -446100.625000 Penalty: 4278.786621
	Iteration 100F: 3 clusters Score -446100.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -446111.062500 Penalty: 4278.786621
	Iteration 101Q: 3 clusters Score -446111.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -446121.125000 Penalty: 4278.786621
	Iteration 102Q: 3 clusters Score -446121.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -446126.250000 Penalty: 4278.786621
	Iteration 103Q: 3 clusters Score -446126.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -446131.250000 Penalty: 4278.786621
	Iteration 104Q: 3 clusters Score -446131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -446136.406250 Penalty: 4278.786621
	Iteration 105Q: 3 clusters Score -446136.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -446142.031250 Penalty: 4278.786621
	Iteration 106Q: 3 clusters Score -446142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -446147.000000 Penalty: 4278.786621
	Iteration 107Q: 3 clusters Score -446147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -446150.343750 Penalty: 4278.786621
	Iteration 108Q: 3 clusters Score -446150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -446151.875000 Penalty: 4278.786621
	Iteration 109Q: 3 clusters Score -446151.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -446156.187500 Penalty: 4278.786621
	Iteration 110Q: 3 clusters Score -446156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -446159.937500 Penalty: 4278.786621
	Iteration 111Q: 3 clusters Score -446159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -446164.312500 Penalty: 4278.786621
	Iteration 112Q: 3 clusters Score -446164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -446168.250000 Penalty: 4278.786621
	Iteration 113Q: 3 clusters Score -446168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -446170.875000 Penalty: 4278.786621
	Iteration 114Q: 3 clusters Score -446170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -446173.375000 Penalty: 4278.786621
	Iteration 115Q: 3 clusters Score -446173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -446175.312500 Penalty: 4278.786621
	Iteration 116Q: 3 clusters Score -446175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -446175.875000 Penalty: 4278.786621
	Iteration 117Q: 3 clusters Score -446175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -446179.500000 Penalty: 4278.786621
	Iteration 118Q: 3 clusters Score -446179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -446182.343750 Penalty: 4278.786621
	Iteration 119Q: 3 clusters Score -446182.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -446185.937500 Penalty: 4278.786621
	Iteration 120F: 3 clusters Score -446185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -446188.812500 Penalty: 4278.786621
	Iteration 121Q: 3 clusters Score -446188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -446190.531250 Penalty: 4278.786621
	Iteration 122Q: 3 clusters Score -446190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -446192.937500 Penalty: 4278.786621
	Iteration 123Q: 3 clusters Score -446192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -446194.843750 Penalty: 4278.786621
	Iteration 124Q: 3 clusters Score -446194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -446195.000000 Penalty: 4278.786621
	Iteration 125Q: 3 clusters Score -446195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -446196.406250 Penalty: 4278.786621
	Iteration 126Q: 3 clusters Score -446196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -446197.375000 Penalty: 4278.786621
	Iteration 127Q: 3 clusters Score -446197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -446197.375000 Penalty: 4278.786621
	Iteration 128F: 3 clusters Score -446197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -590503.375000 Penalty: 2241.750244
	Iteration 0F: 2 clusters Score -590503.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -583947.750000 Penalty: 4483.500488
	Iteration 0F: 3 clusters Score -583947.8 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -586228.875000 Penalty: 4483.500488
	Iteration 1F: 3 clusters Score -586228.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -586953.187500 Penalty: 4483.500488
	Iteration 2F: 3 clusters Score -586953.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -587485.875000 Penalty: 4483.500488
	Iteration 3F: 3 clusters Score -587485.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -587883.875000 Penalty: 4483.500488
	Iteration 4F: 3 clusters Score -587883.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -588198.625000 Penalty: 4483.500488
	Iteration 5F: 3 clusters Score -588198.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -588451.187500 Penalty: 4483.500488
	Iteration 6Q: 3 clusters Score -588451.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -588672.500000 Penalty: 4483.500488
	Iteration 7Q: 3 clusters Score -588672.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -588888.562500 Penalty: 4483.500488
	Iteration 8Q: 3 clusters Score -588888.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -589062.937500 Penalty: 4483.500488
	Iteration 9Q: 3 clusters Score -589062.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -589188.812500 Penalty: 4483.500488
	Iteration 10Q: 3 clusters Score -589188.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -589286.937500 Penalty: 4483.500488
	Iteration 11Q: 3 clusters Score -589286.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -589367.937500 Penalty: 4483.500488
	Iteration 12Q: 3 clusters Score -589367.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -589436.000000 Penalty: 4483.500488
	Iteration 13Q: 3 clusters Score -589436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -589489.437500 Penalty: 4483.500488
	Iteration 14Q: 3 clusters Score -589489.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -589530.812500 Penalty: 4483.500488
	Iteration 15Q: 3 clusters Score -589530.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -589556.500000 Penalty: 4483.500488
	Iteration 16Q: 3 clusters Score -589556.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -589571.812500 Penalty: 4483.500488
	Iteration 17Q: 3 clusters Score -589571.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -589592.687500 Penalty: 4483.500488
	Iteration 18Q: 3 clusters Score -589592.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -589609.687500 Penalty: 4483.500488
	Iteration 19Q: 3 clusters Score -589609.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -589626.812500 Penalty: 4483.500488
	Iteration 20F: 3 clusters Score -589626.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -589636.000000 Penalty: 4483.500488
	Iteration 21Q: 3 clusters Score -589636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -589639.437500 Penalty: 4483.500488
	Iteration 22Q: 3 clusters Score -589639.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -589644.875000 Penalty: 4483.500488
	Iteration 23Q: 3 clusters Score -589644.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -589647.437500 Penalty: 4483.500488
	Iteration 24Q: 3 clusters Score -589647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -589649.875000 Penalty: 4483.500488
	Iteration 25Q: 3 clusters Score -589649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -589652.062500 Penalty: 4483.500488
	Iteration 26Q: 3 clusters Score -589652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -589656.562500 Penalty: 4483.500488
	Iteration 27Q: 3 clusters Score -589656.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -589658.625000 Penalty: 4483.500488
	Iteration 28Q: 3 clusters Score -589658.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -589662.125000 Penalty: 4483.500488
	Iteration 29Q: 3 clusters Score -589662.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -589666.812500 Penalty: 4483.500488
	Iteration 30Q: 3 clusters Score -589666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -589670.000000 Penalty: 4483.500488
	Iteration 31Q: 3 clusters Score -589670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -589672.750000 Penalty: 4483.500488
	Iteration 32Q: 3 clusters Score -589672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -589676.375000 Penalty: 4483.500488
	Iteration 33Q: 3 clusters Score -589676.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -589678.875000 Penalty: 4483.500488
	Iteration 34Q: 3 clusters Score -589678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -589681.875000 Penalty: 4483.500488
	Iteration 35Q: 3 clusters Score -589681.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -589687.562500 Penalty: 4483.500488
	Iteration 36Q: 3 clusters Score -589687.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -589691.625000 Penalty: 4483.500488
	Iteration 37Q: 3 clusters Score -589691.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -589697.187500 Penalty: 4483.500488
	Iteration 38Q: 3 clusters Score -589697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -589696.250000 Penalty: 4483.500488
	Iteration 39Q: 3 clusters Score -589696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -589697.812500 Penalty: 4483.500488
	Iteration 40F: 3 clusters Score -589697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -589696.937500 Penalty: 4483.500488
	Iteration 41Q: 3 clusters Score -589696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -589698.500000 Penalty: 4483.500488
	Iteration 42Q: 3 clusters Score -589698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -589700.125000 Penalty: 4483.500488
	Iteration 43Q: 3 clusters Score -589700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -589701.437500 Penalty: 4483.500488
	Iteration 44Q: 3 clusters Score -589701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -589701.125000 Penalty: 4483.500488
	Iteration 45Q: 3 clusters Score -589701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -589700.687500 Penalty: 4483.500488
	Iteration 46Q: 3 clusters Score -589700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -589703.000000 Penalty: 4483.500488
	Iteration 47Q: 3 clusters Score -589703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -589705.125000 Penalty: 4483.500488
	Iteration 48Q: 3 clusters Score -589705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -589706.562500 Penalty: 4483.500488
	Iteration 49Q: 3 clusters Score -589706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -589708.500000 Penalty: 4483.500488
	Iteration 50Q: 3 clusters Score -589708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -589708.937500 Penalty: 4483.500488
	Iteration 51Q: 3 clusters Score -589708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -589708.937500 Penalty: 4483.500488
	Iteration 52F: 3 clusters Score -589708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Entering Unmasked Estep 
Score: -1772377.625000 Penalty: 2464.632324
	Iteration 0F: 2 clusters Score -1772378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1757987.625000 Penalty: 4929.264648
	Iteration 0F: 3 clusters Score -1757988 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1763034.875000 Penalty: 4929.264648
	Iteration 1F: 3 clusters Score -1763035 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1763534.375000 Penalty: 4929.264648
	Iteration 2F: 3 clusters Score -1763534 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1764075.125000 Penalty: 4929.264648
	Iteration 3F: 3 clusters Score -1764075 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1764634.250000 Penalty: 4929.264648
	Iteration 4F: 3 clusters Score -1764634 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1765289.750000 Penalty: 4929.264648
	Iteration 5F: 3 clusters Score -1765290 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1766017.875000 Penalty: 4929.264648
	Iteration 6F: 3 clusters Score -1766018 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1766779.375000 Penalty: 4929.264648
	Iteration 7F: 3 clusters Score -1766779 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1767462.875000 Penalty: 4929.264648
	Iteration 8F: 3 clusters Score -1767463 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1768036.625000 Penalty: 4929.264648
	Iteration 9Q: 3 clusters Score -1768037 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1768486.875000 Penalty: 4929.264648
	Iteration 10Q: 3 clusters Score -1768487 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1768846.500000 Penalty: 4929.264648
	Iteration 11Q: 3 clusters Score -1768846 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1769181.125000 Penalty: 4929.264648
	Iteration 12Q: 3 clusters Score -1769181 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1769471.750000 Penalty: 4929.264648
	Iteration 13Q: 3 clusters Score -1769472 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1769683.375000 Penalty: 4929.264648
	Iteration 14Q: 3 clusters Score -1769683 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1769839.875000 Penalty: 4929.264648
	Iteration 15Q: 3 clusters Score -1769840 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1769961.000000 Penalty: 4929.264648
	Iteration 16Q: 3 clusters Score -1769961 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1770069.000000 Penalty: 4929.264648
	Iteration 17Q: 3 clusters Score -1770069 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1770147.875000 Penalty: 4929.264648
	Iteration 18Q: 3 clusters Score -1770148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1770206.750000 Penalty: 4929.264648
	Iteration 19Q: 3 clusters Score -1770207 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1770241.625000 Penalty: 4929.264648
	Iteration 20F: 3 clusters Score -1770242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1770275.250000 Penalty: 4929.264648
	Iteration 21Q: 3 clusters Score -1770275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1770287.750000 Penalty: 4929.264648
	Iteration 22Q: 3 clusters Score -1770288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1770304.375000 Penalty: 4929.264648
	Iteration 23Q: 3 clusters Score -1770304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1770316.750000 Penalty: 4929.264648
	Iteration 24Q: 3 clusters Score -1770317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1770327.125000 Penalty: 4929.264648
	Iteration 25Q: 3 clusters Score -1770327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1770348.250000 Penalty: 4929.264648
	Iteration 26Q: 3 clusters Score -1770348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1770366.750000 Penalty: 4929.264648
	Iteration 27Q: 3 clusters Score -1770367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1770388.000000 Penalty: 4929.264648
	Iteration 28Q: 3 clusters Score -1770388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1770408.875000 Penalty: 4929.264648
	Iteration 29Q: 3 clusters Score -1770409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1770433.000000 Penalty: 4929.264648
	Iteration 30Q: 3 clusters Score -1770433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1770454.125000 Penalty: 4929.264648
	Iteration 31Q: 3 clusters Score -1770454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1770469.375000 Penalty: 4929.264648
	Iteration 32Q: 3 clusters Score -1770469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1770485.750000 Penalty: 4929.264648
	Iteration 33Q: 3 clusters Score -1770486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1770498.125000 Penalty: 4929.264648
	Iteration 34Q: 3 clusters Score -1770498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1770505.000000 Penalty: 4929.264648
	Iteration 35Q: 3 clusters Score -1770505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1770517.625000 Penalty: 4929.264648
	Iteration 36Q: 3 clusters Score -1770518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1770523.500000 Penalty: 4929.264648
	Iteration 37Q: 3 clusters Score -1770524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1770531.625000 Penalty: 4929.264648
	Iteration 38Q: 3 clusters Score -1770532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1770534.500000 Penalty: 4929.264648
	Iteration 39Q: 3 clusters Score -1770534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1770545.750000 Penalty: 4929.264648
	Iteration 40F: 3 clusters Score -1770546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1770548.625000 Penalty: 4929.264648
	Iteration 41Q: 3 clusters Score -1770549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1770553.750000 Penalty: 4929.264648
	Iteration 42Q: 3 clusters Score -1770554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1770563.375000 Penalty: 4929.264648
	Iteration 43Q: 3 clusters Score -1770563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1770566.750000 Penalty: 4929.264648
	Iteration 44Q: 3 clusters Score -1770567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1770572.625000 Penalty: 4929.264648
	Iteration 45Q: 3 clusters Score -1770573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1770571.375000 Penalty: 4929.264648
	Iteration 46Q: 3 clusters Score -1770571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1770576.875000 Penalty: 4929.264648
	Iteration 47Q: 3 clusters Score -1770577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1770579.625000 Penalty: 4929.264648
	Iteration 48Q: 3 clusters Score -1770580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1770584.500000 Penalty: 4929.264648
	Iteration 49Q: 3 clusters Score -1770584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1770587.875000 Penalty: 4929.264648
	Iteration 50Q: 3 clusters Score -1770588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1770590.750000 Penalty: 4929.264648
	Iteration 51Q: 3 clusters Score -1770591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1770588.250000 Penalty: 4929.264648
	Iteration 52Q: 3 clusters Score -1770588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1770590.625000 Penalty: 4929.264648
	Iteration 53Q: 3 clusters Score -1770591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1770593.750000 Penalty: 4929.264648
	Iteration 54Q: 3 clusters Score -1770594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1770593.750000 Penalty: 4929.264648
	Iteration 55Q: 3 clusters Score -1770594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1770592.250000 Penalty: 4929.264648
	Iteration 56Q: 3 clusters Score -1770592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1770593.875000 Penalty: 4929.264648
	Iteration 57Q: 3 clusters Score -1770594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1770594.750000 Penalty: 4929.264648
	Iteration 58Q: 3 clusters Score -1770595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1770591.875000 Penalty: 4929.264648
	Iteration 59Q: 3 clusters Score -1770592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1770592.250000 Penalty: 4929.264648
	Iteration 60F: 3 clusters Score -1770592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1770595.250000 Penalty: 4929.264648
	Iteration 61Q: 3 clusters Score -1770595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1770596.000000 Penalty: 4929.264648
	Iteration 62Q: 3 clusters Score -1770596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1770597.500000 Penalty: 4929.264648
	Iteration 63Q: 3 clusters Score -1770598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1770595.125000 Penalty: 4929.264648
	Iteration 64Q: 3 clusters Score -1770595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1770595.125000 Penalty: 4929.264648
	Iteration 65F: 3 clusters Score -1770595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Entering Unmasked Estep 
Score: -4421459.000000 Penalty: 2706.635254
	Iteration 0F: 2 clusters Score -4421459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4384606.000000 Penalty: 5413.270508
	Iteration 0F: 3 clusters Score -4384606 nChanged 25367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4398794.000000 Penalty: 5413.270508
	Iteration 1F: 3 clusters Score -4398794 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4399565.000000 Penalty: 5413.270508
	Iteration 2Q: 3 clusters Score -4399565 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -4400499.500000 Penalty: 5413.270508
	Iteration 3Q: 3 clusters Score -4400500 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4401822.000000 Penalty: 5413.270508
	Iteration 4Q: 3 clusters Score -4401822 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4403689.000000 Penalty: 5413.270508
	Iteration 5F: 3 clusters Score -4403689 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4406105.000000 Penalty: 5413.270508
	Iteration 6F: 3 clusters Score -4406105 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4409136.000000 Penalty: 5413.270508
	Iteration 7F: 3 clusters Score -4409136 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4412402.500000 Penalty: 5413.270508
	Iteration 8F: 3 clusters Score -4412402 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4415441.500000 Penalty: 5413.270508
	Iteration 9F: 3 clusters Score -4415442 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4418064.500000 Penalty: 5413.270508
	Iteration 10Q: 3 clusters Score -4418064 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4419414.000000 Penalty: 5413.270508
	Iteration 11Q: 3 clusters Score -4419414 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -4419934.000000 Penalty: 5413.270508
	Iteration 12Q: 3 clusters Score -4419934 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4420156.500000 Penalty: 5413.270508
	Iteration 13Q: 3 clusters Score -4420156 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4420304.000000 Penalty: 5413.270508
	Iteration 14Q: 3 clusters Score -4420304 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4420385.500000 Penalty: 5413.270508
	Iteration 15Q: 3 clusters Score -4420386 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4420441.000000 Penalty: 5413.270508
	Iteration 16Q: 3 clusters Score -4420441 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4420470.500000 Penalty: 5413.270508
	Iteration 17Q: 3 clusters Score -4420470 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4420482.000000 Penalty: 5413.270508
	Iteration 18Q: 3 clusters Score -4420482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4420489.500000 Penalty: 5413.270508
	Iteration 19Q: 3 clusters Score -4420490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4420513.500000 Penalty: 5413.270508
	Iteration 20F: 3 clusters Score -4420514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4420528.500000 Penalty: 5413.270508
	Iteration 21Q: 3 clusters Score -4420528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -4420533.500000 Penalty: 5413.270508
	Iteration 22Q: 3 clusters Score -4420534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4420547.000000 Penalty: 5413.270508
	Iteration 23Q: 3 clusters Score -4420547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4420533.500000 Penalty: 5413.270508
	Iteration 24Q: 3 clusters Score -4420534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4420541.000000 Penalty: 5413.270508
	Iteration 25Q: 3 clusters Score -4420541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4420556.500000 Penalty: 5413.270508
	Iteration 26Q: 3 clusters Score -4420556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4420553.500000 Penalty: 5413.270508
	Iteration 27Q: 3 clusters Score -4420554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4420544.000000 Penalty: 5413.270508
	Iteration 28Q: 3 clusters Score -4420544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4420537.500000 Penalty: 5413.270508
	Iteration 29Q: 3 clusters Score -4420538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4420542.000000 Penalty: 5413.270508
	Iteration 30Q: 3 clusters Score -4420542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4420538.000000 Penalty: 5413.270508
	Iteration 31Q: 3 clusters Score -4420538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4420533.500000 Penalty: 5413.270508
	Iteration 32Q: 3 clusters Score -4420534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4420529.000000 Penalty: 5413.270508
	Iteration 33Q: 3 clusters Score -4420529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4420521.000000 Penalty: 5413.270508
	Iteration 34Q: 3 clusters Score -4420521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4420518.000000 Penalty: 5413.270508
	Iteration 35Q: 3 clusters Score -4420518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4420516.000000 Penalty: 5413.270508
	Iteration 36Q: 3 clusters Score -4420516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4420515.000000 Penalty: 5413.270508
	Iteration 37Q: 3 clusters Score -4420515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4420515.000000 Penalty: 5413.270508
	Iteration 38F: 3 clusters Score -4420515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Entering Unmasked Estep 
Score: -4491752.000000 Penalty: 2711.211182
	Iteration 0F: 2 clusters Score -4491752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4454086.000000 Penalty: 5422.422363
	Iteration 0F: 3 clusters Score -4454086 nChanged 25865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4468719.500000 Penalty: 5422.422363
	Iteration 1F: 3 clusters Score -4468720 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4469557.000000 Penalty: 5422.422363
	Iteration 2Q: 3 clusters Score -4469557 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -4470550.000000 Penalty: 5422.422363
	Iteration 3Q: 3 clusters Score -4470550 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4471729.000000 Penalty: 5422.422363
	Iteration 4Q: 3 clusters Score -4471729 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4473215.500000 Penalty: 5422.422363
	Iteration 5F: 3 clusters Score -4473216 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4474829.000000 Penalty: 5422.422363
	Iteration 6F: 3 clusters Score -4474829 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4476628.000000 Penalty: 5422.422363
	Iteration 7F: 3 clusters Score -4476628 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4478367.500000 Penalty: 5422.422363
	Iteration 8F: 3 clusters Score -4478368 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4480078.500000 Penalty: 5422.422363
	Iteration 9F: 3 clusters Score -4480078 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4481395.500000 Penalty: 5422.422363
	Iteration 10Q: 3 clusters Score -4481396 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -4482240.000000 Penalty: 5422.422363
	Iteration 11Q: 3 clusters Score -4482240 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4482749.500000 Penalty: 5422.422363
	Iteration 12Q: 3 clusters Score -4482750 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4483063.500000 Penalty: 5422.422363
	Iteration 13Q: 3 clusters Score -4483064 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4483276.500000 Penalty: 5422.422363
	Iteration 14Q: 3 clusters Score -4483276 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4483482.500000 Penalty: 5422.422363
	Iteration 15Q: 3 clusters Score -4483482 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -4483666.500000 Penalty: 5422.422363
	Iteration 16Q: 3 clusters Score -4483666 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -4483858.500000 Penalty: 5422.422363
	Iteration 17Q: 3 clusters Score -4483858 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4484010.500000 Penalty: 5422.422363
	Iteration 18Q: 3 clusters Score -4484010 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4484158.500000 Penalty: 5422.422363
	Iteration 19Q: 3 clusters Score -4484158 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4484313.000000 Penalty: 5422.422363
	Iteration 20F: 3 clusters Score -4484313 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4484435.500000 Penalty: 5422.422363
	Iteration 21Q: 3 clusters Score -4484436 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -4484572.500000 Penalty: 5422.422363
	Iteration 22Q: 3 clusters Score -4484572 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4484744.000000 Penalty: 5422.422363
	Iteration 23Q: 3 clusters Score -4484744 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4484892.500000 Penalty: 5422.422363
	Iteration 24Q: 3 clusters Score -4484892 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -4485039.000000 Penalty: 5422.422363
	Iteration 25Q: 3 clusters Score -4485039 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4485222.000000 Penalty: 5422.422363
	Iteration 26Q: 3 clusters Score -4485222 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4485357.000000 Penalty: 5422.422363
	Iteration 27Q: 3 clusters Score -4485357 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4485516.000000 Penalty: 5422.422363
	Iteration 28Q: 3 clusters Score -4485516 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4485672.000000 Penalty: 5422.422363
	Iteration 29Q: 3 clusters Score -4485672 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4485842.000000 Penalty: 5422.422363
	Iteration 30Q: 3 clusters Score -4485842 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -4486005.000000 Penalty: 5422.422363
	Iteration 31Q: 3 clusters Score -4486005 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4486175.000000 Penalty: 5422.422363
	Iteration 32Q: 3 clusters Score -4486175 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4486316.000000 Penalty: 5422.422363
	Iteration 33Q: 3 clusters Score -4486316 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4486460.000000 Penalty: 5422.422363
	Iteration 34Q: 3 clusters Score -4486460 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
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Mstep: Class 2 contains 13946 members 
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Mstep: Class 2 contains 13416 members 
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Mstep: Class 2 contains 12929 members 
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Mstep: Class 2 contains 12496 members 
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Mstep: Class 2 contains 12029 members 
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Mstep: Class 2 contains 11536 members 
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Mstep: Class 2 contains 11098 members 
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Mstep: Class 2 contains 10656 members 
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Mstep: Class 2 contains 10257 members 
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	Iteration 60F: 3 clusters Score -4489132 nChanged 210
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	Iteration 80F: 3 clusters Score -4489518 nChanged 21
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	Iteration 85Q: 3 clusters Score -4489512 nChanged 23
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	Iteration 86Q: 3 clusters Score -4489520 nChanged 23
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	Iteration 92Q: 3 clusters Score -4489534 nChanged 24
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	Iteration 94Q: 3 clusters Score -4489555 nChanged 38
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	Iteration 98Q: 3 clusters Score -4489570 nChanged 22
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	Iteration 100F: 3 clusters Score -4489584 nChanged 23
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	Iteration 101Q: 3 clusters Score -4489590 nChanged 18
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	Iteration 102Q: 3 clusters Score -4489579 nChanged 16
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	Iteration 110Q: 3 clusters Score -4489610 nChanged 30
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	Iteration 113Q: 3 clusters Score -4489626 nChanged 19
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	Iteration 114Q: 3 clusters Score -4489621 nChanged 16
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	Iteration 116Q: 3 clusters Score -4489624 nChanged 7
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	Iteration 117Q: 3 clusters Score -4489622 nChanged 8
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	Iteration 118Q: 3 clusters Score -4489621 nChanged 11
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	Iteration 119Q: 3 clusters Score -4489620 nChanged 10
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	Iteration 120F: 3 clusters Score -4489620 nChanged 8
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	Iteration 121Q: 3 clusters Score -4489618 nChanged 7
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	Iteration 122Q: 3 clusters Score -4489619 nChanged 4
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	Iteration 123Q: 3 clusters Score -4489620 nChanged 3
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	Iteration 124Q: 3 clusters Score -4489618 nChanged 4
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	Iteration 125Q: 3 clusters Score -4489620 nChanged 5
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	Iteration 126Q: 3 clusters Score -4489623 nChanged 6
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	Iteration 127Q: 3 clusters Score -4489621 nChanged 5
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	Iteration 128Q: 3 clusters Score -4489624 nChanged 6
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4489622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4489625.500000 Penalty: 5422.422363
	Iteration 130Q: 3 clusters Score -4489626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4489624.500000 Penalty: 5422.422363
	Iteration 131Q: 3 clusters Score -4489624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4489636.500000 Penalty: 5422.422363
	Iteration 132Q: 3 clusters Score -4489636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4489643.500000 Penalty: 5422.422363
	Iteration 133Q: 3 clusters Score -4489644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4489640.500000 Penalty: 5422.422363
	Iteration 134Q: 3 clusters Score -4489640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4489639.000000 Penalty: 5422.422363
	Iteration 135Q: 3 clusters Score -4489639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4489639.500000 Penalty: 5422.422363
	Iteration 136Q: 3 clusters Score -4489640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4489638.500000 Penalty: 5422.422363
	Iteration 137Q: 3 clusters Score -4489638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4489638.500000 Penalty: 5422.422363
	Iteration 138Q: 3 clusters Score -4489638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4489646.500000 Penalty: 5422.422363
	Iteration 139Q: 3 clusters Score -4489646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4489650.000000 Penalty: 5422.422363
	Iteration 140F: 3 clusters Score -4489650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4489641.000000 Penalty: 5422.422363
	Iteration 141Q: 3 clusters Score -4489641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4489650.000000 Penalty: 5422.422363
	Iteration 142Q: 3 clusters Score -4489650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4489648.500000 Penalty: 5422.422363
	Iteration 143Q: 3 clusters Score -4489648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4489645.000000 Penalty: 5422.422363
	Iteration 144Q: 3 clusters Score -4489645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4489647.500000 Penalty: 5422.422363
	Iteration 145Q: 3 clusters Score -4489648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4489649.000000 Penalty: 5422.422363
	Iteration 146Q: 3 clusters Score -4489649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4489641.000000 Penalty: 5422.422363
	Iteration 147Q: 3 clusters Score -4489641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4489640.000000 Penalty: 5422.422363
	Iteration 148Q: 3 clusters Score -4489640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4489653.500000 Penalty: 5422.422363
	Iteration 149Q: 3 clusters Score -4489654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4489649.000000 Penalty: 5422.422363
	Iteration 150Q: 3 clusters Score -4489649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4489651.500000 Penalty: 5422.422363
	Iteration 151Q: 3 clusters Score -4489652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4489644.500000 Penalty: 5422.422363
	Iteration 152Q: 3 clusters Score -4489644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4489648.500000 Penalty: 5422.422363
	Iteration 153Q: 3 clusters Score -4489648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4489651.500000 Penalty: 5422.422363
	Iteration 154Q: 3 clusters Score -4489652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4489654.000000 Penalty: 5422.422363
	Iteration 155Q: 3 clusters Score -4489654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4489653.500000 Penalty: 5422.422363
	Iteration 156Q: 3 clusters Score -4489654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4489657.500000 Penalty: 5422.422363
	Iteration 157Q: 3 clusters Score -4489658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4489662.500000 Penalty: 5422.422363
	Iteration 158Q: 3 clusters Score -4489662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4489655.000000 Penalty: 5422.422363
	Iteration 159Q: 3 clusters Score -4489655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4489660.500000 Penalty: 5422.422363
	Iteration 160F: 3 clusters Score -4489660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4489662.000000 Penalty: 5422.422363
	Iteration 161Q: 3 clusters Score -4489662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4489670.000000 Penalty: 5422.422363
	Iteration 162Q: 3 clusters Score -4489670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4489666.500000 Penalty: 5422.422363
	Iteration 163Q: 3 clusters Score -4489666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4489664.500000 Penalty: 5422.422363
	Iteration 164Q: 3 clusters Score -4489664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4489661.000000 Penalty: 5422.422363
	Iteration 165Q: 3 clusters Score -4489661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4489661.500000 Penalty: 5422.422363
	Iteration 166Q: 3 clusters Score -4489662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4489664.500000 Penalty: 5422.422363
	Iteration 167Q: 3 clusters Score -4489664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4489660.500000 Penalty: 5422.422363
	Iteration 168Q: 3 clusters Score -4489660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4489677.000000 Penalty: 5422.422363
	Iteration 169Q: 3 clusters Score -4489677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4489677.500000 Penalty: 5422.422363
	Iteration 170Q: 3 clusters Score -4489678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4489680.000000 Penalty: 5422.422363
	Iteration 171Q: 3 clusters Score -4489680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4489672.500000 Penalty: 5422.422363
	Iteration 172Q: 3 clusters Score -4489672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4489676.000000 Penalty: 5422.422363
	Iteration 173Q: 3 clusters Score -4489676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4489678.500000 Penalty: 5422.422363
	Iteration 174Q: 3 clusters Score -4489678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4489683.500000 Penalty: 5422.422363
	Iteration 175Q: 3 clusters Score -4489684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4489680.000000 Penalty: 5422.422363
	Iteration 176Q: 3 clusters Score -4489680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4489676.000000 Penalty: 5422.422363
	Iteration 177Q: 3 clusters Score -4489676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4489676.500000 Penalty: 5422.422363
	Iteration 178Q: 3 clusters Score -4489676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4489676.000000 Penalty: 5422.422363
	Iteration 179Q: 3 clusters Score -4489676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4489677.500000 Penalty: 5422.422363
	Iteration 180F: 3 clusters Score -4489678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4489673.500000 Penalty: 5422.422363
	Iteration 181Q: 3 clusters Score -4489674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4489672.500000 Penalty: 5422.422363
	Iteration 182Q: 3 clusters Score -4489672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4489671.500000 Penalty: 5422.422363
	Iteration 183Q: 3 clusters Score -4489672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4489671.000000 Penalty: 5422.422363
	Iteration 184Q: 3 clusters Score -4489671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4489671.000000 Penalty: 5422.422363
	Iteration 185F: 3 clusters Score -4489671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Entering Unmasked Estep 
Score: -1763081.500000 Penalty: 2474.795166
	Iteration 0F: 2 clusters Score -1763082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1748013.500000 Penalty: 4949.590332
	Iteration 0F: 3 clusters Score -1748014 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1753001.375000 Penalty: 4949.590332
	Iteration 1F: 3 clusters Score -1753001 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1753410.500000 Penalty: 4949.590332
	Iteration 2F: 3 clusters Score -1753410 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1753784.875000 Penalty: 4949.590332
	Iteration 3Q: 3 clusters Score -1753785 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1754175.250000 Penalty: 4949.590332
	Iteration 4Q: 3 clusters Score -1754175 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1754635.625000 Penalty: 4949.590332
	Iteration 5Q: 3 clusters Score -1754636 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1755183.750000 Penalty: 4949.590332
	Iteration 6Q: 3 clusters Score -1755184 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1755866.750000 Penalty: 4949.590332
	Iteration 7Q: 3 clusters Score -1755867 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1756677.250000 Penalty: 4949.590332
	Iteration 8F: 3 clusters Score -1756677 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1757527.625000 Penalty: 4949.590332
	Iteration 9F: 3 clusters Score -1757528 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1758282.375000 Penalty: 4949.590332
	Iteration 10Q: 3 clusters Score -1758282 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1758943.625000 Penalty: 4949.590332
	Iteration 11Q: 3 clusters Score -1758944 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1759394.625000 Penalty: 4949.590332
	Iteration 12Q: 3 clusters Score -1759395 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1759730.750000 Penalty: 4949.590332
	Iteration 13Q: 3 clusters Score -1759731 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1760019.250000 Penalty: 4949.590332
	Iteration 14Q: 3 clusters Score -1760019 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1760265.750000 Penalty: 4949.590332
	Iteration 15Q: 3 clusters Score -1760266 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1760472.000000 Penalty: 4949.590332
	Iteration 16Q: 3 clusters Score -1760472 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1760645.750000 Penalty: 4949.590332
	Iteration 17Q: 3 clusters Score -1760646 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1760795.750000 Penalty: 4949.590332
	Iteration 18Q: 3 clusters Score -1760796 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -1760935.500000 Penalty: 4949.590332
	Iteration 19Q: 3 clusters Score -1760936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1761042.125000 Penalty: 4949.590332
	Iteration 20F: 3 clusters Score -1761042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1761121.750000 Penalty: 4949.590332
	Iteration 21Q: 3 clusters Score -1761122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1761189.250000 Penalty: 4949.590332
	Iteration 22Q: 3 clusters Score -1761189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1761258.875000 Penalty: 4949.590332
	Iteration 23Q: 3 clusters Score -1761259 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1761311.125000 Penalty: 4949.590332
	Iteration 24Q: 3 clusters Score -1761311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -1761363.125000 Penalty: 4949.590332
	Iteration 25Q: 3 clusters Score -1761363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1761400.625000 Penalty: 4949.590332
	Iteration 26Q: 3 clusters Score -1761401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1761428.625000 Penalty: 4949.590332
	Iteration 27Q: 3 clusters Score -1761429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1761450.375000 Penalty: 4949.590332
	Iteration 28Q: 3 clusters Score -1761450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1761476.875000 Penalty: 4949.590332
	Iteration 29Q: 3 clusters Score -1761477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1761513.250000 Penalty: 4949.590332
	Iteration 30Q: 3 clusters Score -1761513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -1761536.625000 Penalty: 4949.590332
	Iteration 31Q: 3 clusters Score -1761537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -1761562.500000 Penalty: 4949.590332
	Iteration 32Q: 3 clusters Score -1761562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1761581.500000 Penalty: 4949.590332
	Iteration 33Q: 3 clusters Score -1761582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1761607.750000 Penalty: 4949.590332
	Iteration 34Q: 3 clusters Score -1761608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1761633.750000 Penalty: 4949.590332
	Iteration 35Q: 3 clusters Score -1761634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1761651.625000 Penalty: 4949.590332
	Iteration 36Q: 3 clusters Score -1761652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1761669.375000 Penalty: 4949.590332
	Iteration 37Q: 3 clusters Score -1761669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1761687.625000 Penalty: 4949.590332
	Iteration 38Q: 3 clusters Score -1761688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1761710.250000 Penalty: 4949.590332
	Iteration 39Q: 3 clusters Score -1761710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1761728.625000 Penalty: 4949.590332
	Iteration 40F: 3 clusters Score -1761729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1761743.500000 Penalty: 4949.590332
	Iteration 41Q: 3 clusters Score -1761744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1761761.625000 Penalty: 4949.590332
	Iteration 42Q: 3 clusters Score -1761762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1761787.875000 Penalty: 4949.590332
	Iteration 43Q: 3 clusters Score -1761788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1761804.875000 Penalty: 4949.590332
	Iteration 44Q: 3 clusters Score -1761805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -1761820.875000 Penalty: 4949.590332
	Iteration 45Q: 3 clusters Score -1761821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1761831.500000 Penalty: 4949.590332
	Iteration 46Q: 3 clusters Score -1761832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -1761833.875000 Penalty: 4949.590332
	Iteration 47Q: 3 clusters Score -1761834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1761841.250000 Penalty: 4949.590332
	Iteration 48Q: 3 clusters Score -1761841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1761842.625000 Penalty: 4949.590332
	Iteration 49Q: 3 clusters Score -1761843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -1761845.625000 Penalty: 4949.590332
	Iteration 50Q: 3 clusters Score -1761846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1761849.875000 Penalty: 4949.590332
	Iteration 51Q: 3 clusters Score -1761850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1761849.125000 Penalty: 4949.590332
	Iteration 52Q: 3 clusters Score -1761849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1761851.500000 Penalty: 4949.590332
	Iteration 53Q: 3 clusters Score -1761852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1761857.625000 Penalty: 4949.590332
	Iteration 54Q: 3 clusters Score -1761858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1761863.250000 Penalty: 4949.590332
	Iteration 55Q: 3 clusters Score -1761863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1761869.250000 Penalty: 4949.590332
	Iteration 56Q: 3 clusters Score -1761869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1761876.125000 Penalty: 4949.590332
	Iteration 57Q: 3 clusters Score -1761876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1761880.500000 Penalty: 4949.590332
	Iteration 58Q: 3 clusters Score -1761880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1761885.875000 Penalty: 4949.590332
	Iteration 59Q: 3 clusters Score -1761886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1761892.500000 Penalty: 4949.590332
	Iteration 60F: 3 clusters Score -1761892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1761907.000000 Penalty: 4949.590332
	Iteration 61Q: 3 clusters Score -1761907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1761929.750000 Penalty: 4949.590332
	Iteration 62Q: 3 clusters Score -1761930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -1761950.750000 Penalty: 4949.590332
	Iteration 63Q: 3 clusters Score -1761951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1761975.875000 Penalty: 4949.590332
	Iteration 64Q: 3 clusters Score -1761976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1761996.250000 Penalty: 4949.590332
	Iteration 65Q: 3 clusters Score -1761996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1762027.875000 Penalty: 4949.590332
	Iteration 66Q: 3 clusters Score -1762028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1762055.000000 Penalty: 4949.590332
	Iteration 67Q: 3 clusters Score -1762055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1762058.875000 Penalty: 4949.590332
	Iteration 68Q: 3 clusters Score -1762059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1762068.500000 Penalty: 4949.590332
	Iteration 69Q: 3 clusters Score -1762068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1762076.500000 Penalty: 4949.590332
	Iteration 70Q: 3 clusters Score -1762076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1762077.500000 Penalty: 4949.590332
	Iteration 71Q: 3 clusters Score -1762078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1762081.625000 Penalty: 4949.590332
	Iteration 72Q: 3 clusters Score -1762082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1762080.750000 Penalty: 4949.590332
	Iteration 73Q: 3 clusters Score -1762081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1762083.375000 Penalty: 4949.590332
	Iteration 74Q: 3 clusters Score -1762083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1762082.625000 Penalty: 4949.590332
	Iteration 75Q: 3 clusters Score -1762083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1762082.125000 Penalty: 4949.590332
	Iteration 76Q: 3 clusters Score -1762082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1762083.750000 Penalty: 4949.590332
	Iteration 77Q: 3 clusters Score -1762084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1762083.750000 Penalty: 4949.590332
	Iteration 78Q: 3 clusters Score -1762084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1762084.625000 Penalty: 4949.590332
	Iteration 79Q: 3 clusters Score -1762085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1762088.875000 Penalty: 4949.590332
	Iteration 80F: 3 clusters Score -1762089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1762088.625000 Penalty: 4949.590332
	Iteration 81Q: 3 clusters Score -1762089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1762088.375000 Penalty: 4949.590332
	Iteration 82Q: 3 clusters Score -1762088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1762086.125000 Penalty: 4949.590332
	Iteration 83Q: 3 clusters Score -1762086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1762087.750000 Penalty: 4949.590332
	Iteration 84Q: 3 clusters Score -1762088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1762086.375000 Penalty: 4949.590332
	Iteration 85Q: 3 clusters Score -1762086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1762090.875000 Penalty: 4949.590332
	Iteration 86Q: 3 clusters Score -1762091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -1762090.375000 Penalty: 4949.590332
	Iteration 87Q: 3 clusters Score -1762090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -1762091.625000 Penalty: 4949.590332
	Iteration 88Q: 3 clusters Score -1762092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1762092.625000 Penalty: 4949.590332
	Iteration 89Q: 3 clusters Score -1762093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1762094.625000 Penalty: 4949.590332
	Iteration 90Q: 3 clusters Score -1762095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -1762094.875000 Penalty: 4949.590332
	Iteration 91Q: 3 clusters Score -1762095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1762096.625000 Penalty: 4949.590332
	Iteration 92Q: 3 clusters Score -1762097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1762096.625000 Penalty: 4949.590332
	Iteration 93F: 3 clusters Score -1762097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
Score: -1273197.250000 Penalty: 2393.618652
	Iteration 0F: 2 clusters Score -1273197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1262100.125000 Penalty: 4787.237305
	Iteration 0F: 3 clusters Score -1262100 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1265606.000000 Penalty: 4787.237305
	Iteration 1F: 3 clusters Score -1265606 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1265901.500000 Penalty: 4787.237305
	Iteration 2F: 3 clusters Score -1265902 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1266108.500000 Penalty: 4787.237305
	Iteration 3Q: 3 clusters Score -1266108 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1266282.375000 Penalty: 4787.237305
	Iteration 4Q: 3 clusters Score -1266282 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1266441.500000 Penalty: 4787.237305
	Iteration 5Q: 3 clusters Score -1266442 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1266617.125000 Penalty: 4787.237305
	Iteration 6Q: 3 clusters Score -1266617 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1266801.125000 Penalty: 4787.237305
	Iteration 7Q: 3 clusters Score -1266801 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1267027.125000 Penalty: 4787.237305
	Iteration 8Q: 3 clusters Score -1267027 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1267288.500000 Penalty: 4787.237305
	Iteration 9Q: 3 clusters Score -1267288 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1267613.000000 Penalty: 4787.237305
	Iteration 10Q: 3 clusters Score -1267613 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1267976.875000 Penalty: 4787.237305
	Iteration 11Q: 3 clusters Score -1267977 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1268360.375000 Penalty: 4787.237305
	Iteration 12Q: 3 clusters Score -1268360 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1268744.000000 Penalty: 4787.237305
	Iteration 13Q: 3 clusters Score -1268744 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1269092.000000 Penalty: 4787.237305
	Iteration 14Q: 3 clusters Score -1269092 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1269399.750000 Penalty: 4787.237305
	Iteration 15Q: 3 clusters Score -1269400 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1269638.500000 Penalty: 4787.237305
	Iteration 16Q: 3 clusters Score -1269638 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1269858.375000 Penalty: 4787.237305
	Iteration 17Q: 3 clusters Score -1269858 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1270043.125000 Penalty: 4787.237305
	Iteration 18Q: 3 clusters Score -1270043 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1270221.250000 Penalty: 4787.237305
	Iteration 19Q: 3 clusters Score -1270221 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1270383.250000 Penalty: 4787.237305
	Iteration 20F: 3 clusters Score -1270383 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1270518.625000 Penalty: 4787.237305
	Iteration 21Q: 3 clusters Score -1270519 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1270626.375000 Penalty: 4787.237305
	Iteration 22Q: 3 clusters Score -1270626 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1270716.500000 Penalty: 4787.237305
	Iteration 23Q: 3 clusters Score -1270716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1270785.875000 Penalty: 4787.237305
	Iteration 24Q: 3 clusters Score -1270786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1270836.125000 Penalty: 4787.237305
	Iteration 25Q: 3 clusters Score -1270836 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1270876.000000 Penalty: 4787.237305
	Iteration 26Q: 3 clusters Score -1270876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1270904.875000 Penalty: 4787.237305
	Iteration 27Q: 3 clusters Score -1270905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1270928.875000 Penalty: 4787.237305
	Iteration 28Q: 3 clusters Score -1270929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1270955.125000 Penalty: 4787.237305
	Iteration 29Q: 3 clusters Score -1270955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1270978.375000 Penalty: 4787.237305
	Iteration 30Q: 3 clusters Score -1270978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1271011.750000 Penalty: 4787.237305
	Iteration 31Q: 3 clusters Score -1271012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1271034.000000 Penalty: 4787.237305
	Iteration 32Q: 3 clusters Score -1271034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1271047.000000 Penalty: 4787.237305
	Iteration 33Q: 3 clusters Score -1271047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1271058.250000 Penalty: 4787.237305
	Iteration 34Q: 3 clusters Score -1271058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1271068.125000 Penalty: 4787.237305
	Iteration 35Q: 3 clusters Score -1271068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1271075.125000 Penalty: 4787.237305
	Iteration 36Q: 3 clusters Score -1271075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1271085.250000 Penalty: 4787.237305
	Iteration 37Q: 3 clusters Score -1271085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1271097.000000 Penalty: 4787.237305
	Iteration 38Q: 3 clusters Score -1271097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1271109.125000 Penalty: 4787.237305
	Iteration 39Q: 3 clusters Score -1271109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1271117.500000 Penalty: 4787.237305
	Iteration 40F: 3 clusters Score -1271118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1271116.750000 Penalty: 4787.237305
	Iteration 41Q: 3 clusters Score -1271117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1271121.625000 Penalty: 4787.237305
	Iteration 42Q: 3 clusters Score -1271122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1271127.750000 Penalty: 4787.237305
	Iteration 43Q: 3 clusters Score -1271128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1271134.125000 Penalty: 4787.237305
	Iteration 44Q: 3 clusters Score -1271134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1271137.875000 Penalty: 4787.237305
	Iteration 45Q: 3 clusters Score -1271138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1271140.750000 Penalty: 4787.237305
	Iteration 46Q: 3 clusters Score -1271141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1271149.125000 Penalty: 4787.237305
	Iteration 47Q: 3 clusters Score -1271149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1271152.000000 Penalty: 4787.237305
	Iteration 48Q: 3 clusters Score -1271152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1271155.500000 Penalty: 4787.237305
	Iteration 49Q: 3 clusters Score -1271156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1271159.000000 Penalty: 4787.237305
	Iteration 50Q: 3 clusters Score -1271159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1271161.875000 Penalty: 4787.237305
	Iteration 51Q: 3 clusters Score -1271162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1271161.875000 Penalty: 4787.237305
	Iteration 52F: 3 clusters Score -1271162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -111173.351562 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -111173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -108963.835938 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -108963.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109364.453125 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -109364.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109470.679688 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -109470.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -109535.578125 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -109535.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109580.812500 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -109580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109607.742188 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -109607.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109621.296875 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -109621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109627.523438 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -109627.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109636.648438 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -109636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109641.882812 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -109641.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109652.718750 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -109652.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -109661.765625 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -109661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -109671.179688 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -109671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -109680.820312 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -109680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -109700.359375 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -109700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109722.609375 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -109722.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109743.242188 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -109743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -109754.726562 Penalty: 3593.136719
	Iteration 17Q: 3 clusters Score -109754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109761.640625 Penalty: 3593.136719
	Iteration 18Q: 3 clusters Score -109761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109769.281250 Penalty: 3593.136719
	Iteration 19Q: 3 clusters Score -109769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -109776.484375 Penalty: 3593.136719
	Iteration 20F: 3 clusters Score -109776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109783.281250 Penalty: 3593.136719
	Iteration 21Q: 3 clusters Score -109783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109786.539062 Penalty: 3593.136719
	Iteration 22Q: 3 clusters Score -109786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109789.093750 Penalty: 3593.136719
	Iteration 23Q: 3 clusters Score -109789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109789.960938 Penalty: 3593.136719
	Iteration 24Q: 3 clusters Score -109790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109791.023438 Penalty: 3593.136719
	Iteration 25Q: 3 clusters Score -109791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109791.023438 Penalty: 3593.136719
	Iteration 26F: 3 clusters Score -109791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -135101.187500 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -135101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132722.812500 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -132722.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -133119.875000 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -133119.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133235.921875 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -133235.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133298.843750 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -133298.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133330.828125 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -133330.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133359.203125 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -133359.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133382.937500 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -133382.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133404.921875 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -133404.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133424.046875 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -133424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133440.390625 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -133440.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -133457.578125 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -133457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -133474.437500 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -133474.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133486.328125 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -133486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133497.750000 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -133497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133505.437500 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -133505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133513.656250 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -133513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133526.562500 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -133526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -133538.500000 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -133538.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133553.140625 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -133553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133570.359375 Penalty: 3688.562256
	Iteration 19Q: 3 clusters Score -133570.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133584.921875 Penalty: 3688.562256
	Iteration 20F: 3 clusters Score -133584.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133603.359375 Penalty: 3688.562256
	Iteration 21Q: 3 clusters Score -133603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133618.125000 Penalty: 3688.562256
	Iteration 22Q: 3 clusters Score -133618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133621.562500 Penalty: 3688.562256
	Iteration 23Q: 3 clusters Score -133621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133624.828125 Penalty: 3688.562256
	Iteration 24Q: 3 clusters Score -133624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -133625.656250 Penalty: 3688.562256
	Iteration 25Q: 3 clusters Score -133625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133626.343750 Penalty: 3688.562256
	Iteration 26Q: 3 clusters Score -133626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133626.343750 Penalty: 3688.562256
	Iteration 27F: 3 clusters Score -133626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Entering Unmasked Estep 
Score: -467536.500000 Penalty: 2149.328369
	Iteration 0F: 2 clusters Score -467536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -462478.156250 Penalty: 4298.656738
	Iteration 0F: 3 clusters Score -462478.2 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -463725.656250 Penalty: 4298.656738
	Iteration 1F: 3 clusters Score -463725.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -463964.187500 Penalty: 4298.656738
	Iteration 2F: 3 clusters Score -463964.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -464139.687500 Penalty: 4298.656738
	Iteration 3F: 3 clusters Score -464139.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -464255.187500 Penalty: 4298.656738
	Iteration 4Q: 3 clusters Score -464255.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -464334.531250 Penalty: 4298.656738
	Iteration 5Q: 3 clusters Score -464334.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -464398.281250 Penalty: 4298.656738
	Iteration 6Q: 3 clusters Score -464398.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -464460.000000 Penalty: 4298.656738
	Iteration 7Q: 3 clusters Score -464460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -464512.562500 Penalty: 4298.656738
	Iteration 8Q: 3 clusters Score -464512.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -464560.593750 Penalty: 4298.656738
	Iteration 9Q: 3 clusters Score -464560.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -464606.843750 Penalty: 4298.656738
	Iteration 10Q: 3 clusters Score -464606.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -464645.812500 Penalty: 4298.656738
	Iteration 11Q: 3 clusters Score -464645.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -464686.718750 Penalty: 4298.656738
	Iteration 12Q: 3 clusters Score -464686.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -464727.093750 Penalty: 4298.656738
	Iteration 13Q: 3 clusters Score -464727.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -464780.375000 Penalty: 4298.656738
	Iteration 14Q: 3 clusters Score -464780.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -464832.750000 Penalty: 4298.656738
	Iteration 15Q: 3 clusters Score -464832.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -464886.906250 Penalty: 4298.656738
	Iteration 16Q: 3 clusters Score -464886.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -464941.781250 Penalty: 4298.656738
	Iteration 17Q: 3 clusters Score -464941.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -465010.687500 Penalty: 4298.656738
	Iteration 18Q: 3 clusters Score -465010.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -465103.437500 Penalty: 4298.656738
	Iteration 19Q: 3 clusters Score -465103.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -465215.437500 Penalty: 4298.656738
	Iteration 20F: 3 clusters Score -465215.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -465350.562500 Penalty: 4298.656738
	Iteration 21Q: 3 clusters Score -465350.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -465471.843750 Penalty: 4298.656738
	Iteration 22Q: 3 clusters Score -465471.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -465562.250000 Penalty: 4298.656738
	Iteration 23Q: 3 clusters Score -465562.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -465615.468750 Penalty: 4298.656738
	Iteration 24Q: 3 clusters Score -465615.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -465668.937500 Penalty: 4298.656738
	Iteration 25Q: 3 clusters Score -465668.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -465723.843750 Penalty: 4298.656738
	Iteration 26Q: 3 clusters Score -465723.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -465758.968750 Penalty: 4298.656738
	Iteration 27Q: 3 clusters Score -465759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -465786.718750 Penalty: 4298.656738
	Iteration 28Q: 3 clusters Score -465786.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -465808.187500 Penalty: 4298.656738
	Iteration 29Q: 3 clusters Score -465808.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -465825.437500 Penalty: 4298.656738
	Iteration 30Q: 3 clusters Score -465825.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -465841.812500 Penalty: 4298.656738
	Iteration 31Q: 3 clusters Score -465841.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -465855.406250 Penalty: 4298.656738
	Iteration 32Q: 3 clusters Score -465855.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -465864.093750 Penalty: 4298.656738
	Iteration 33Q: 3 clusters Score -465864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -465870.062500 Penalty: 4298.656738
	Iteration 34Q: 3 clusters Score -465870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -465871.500000 Penalty: 4298.656738
	Iteration 35Q: 3 clusters Score -465871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -465872.593750 Penalty: 4298.656738
	Iteration 36Q: 3 clusters Score -465872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -465872.593750 Penalty: 4298.656738
	Iteration 37F: 3 clusters Score -465872.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -225044.359375 Penalty: 1969.088257
	Iteration 0F: 2 clusters Score -225044.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -221874.531250 Penalty: 3938.176514
	Iteration 0F: 3 clusters Score -221874.5 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -222502.406250 Penalty: 3938.176514
	Iteration 1F: 3 clusters Score -222502.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -222665.687500 Penalty: 3938.176514
	Iteration 2F: 3 clusters Score -222665.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -222773.109375 Penalty: 3938.176514
	Iteration 3F: 3 clusters Score -222773.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -222835.531250 Penalty: 3938.176514
	Iteration 4Q: 3 clusters Score -222835.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -222879.453125 Penalty: 3938.176514
	Iteration 5Q: 3 clusters Score -222879.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -222905.953125 Penalty: 3938.176514
	Iteration 6Q: 3 clusters Score -222906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -222924.109375 Penalty: 3938.176514
	Iteration 7Q: 3 clusters Score -222924.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -222939.625000 Penalty: 3938.176514
	Iteration 8Q: 3 clusters Score -222939.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -222952.203125 Penalty: 3938.176514
	Iteration 9Q: 3 clusters Score -222952.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -222961.328125 Penalty: 3938.176514
	Iteration 10Q: 3 clusters Score -222961.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -222972.640625 Penalty: 3938.176514
	Iteration 11Q: 3 clusters Score -222972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -222985.718750 Penalty: 3938.176514
	Iteration 12Q: 3 clusters Score -222985.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -222997.484375 Penalty: 3938.176514
	Iteration 13Q: 3 clusters Score -222997.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -223012.265625 Penalty: 3938.176514
	Iteration 14Q: 3 clusters Score -223012.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -223027.203125 Penalty: 3938.176514
	Iteration 15Q: 3 clusters Score -223027.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -223047.437500 Penalty: 3938.176514
	Iteration 16Q: 3 clusters Score -223047.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -223068.359375 Penalty: 3938.176514
	Iteration 17Q: 3 clusters Score -223068.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -223092.859375 Penalty: 3938.176514
	Iteration 18Q: 3 clusters Score -223092.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -223117.234375 Penalty: 3938.176514
	Iteration 19Q: 3 clusters Score -223117.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -223141.671875 Penalty: 3938.176514
	Iteration 20F: 3 clusters Score -223141.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -223175.109375 Penalty: 3938.176514
	Iteration 21Q: 3 clusters Score -223175.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -223207.765625 Penalty: 3938.176514
	Iteration 22Q: 3 clusters Score -223207.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -223242.750000 Penalty: 3938.176514
	Iteration 23Q: 3 clusters Score -223242.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -223287.937500 Penalty: 3938.176514
	Iteration 24Q: 3 clusters Score -223287.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -223325.968750 Penalty: 3938.176514
	Iteration 25Q: 3 clusters Score -223326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -223372.562500 Penalty: 3938.176514
	Iteration 26Q: 3 clusters Score -223372.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -223411.875000 Penalty: 3938.176514
	Iteration 27Q: 3 clusters Score -223411.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -223454.515625 Penalty: 3938.176514
	Iteration 28Q: 3 clusters Score -223454.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -223494.812500 Penalty: 3938.176514
	Iteration 29Q: 3 clusters Score -223494.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -223523.015625 Penalty: 3938.176514
	Iteration 30Q: 3 clusters Score -223523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -223548.218750 Penalty: 3938.176514
	Iteration 31Q: 3 clusters Score -223548.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -223582.218750 Penalty: 3938.176514
	Iteration 32Q: 3 clusters Score -223582.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -223606.921875 Penalty: 3938.176514
	Iteration 33Q: 3 clusters Score -223606.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -223621.953125 Penalty: 3938.176514
	Iteration 34Q: 3 clusters Score -223622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -223638.328125 Penalty: 3938.176514
	Iteration 35Q: 3 clusters Score -223638.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -223649.062500 Penalty: 3938.176514
	Iteration 36Q: 3 clusters Score -223649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -223652.515625 Penalty: 3938.176514
	Iteration 37Q: 3 clusters Score -223652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -223655.671875 Penalty: 3938.176514
	Iteration 38Q: 3 clusters Score -223655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -223661.765625 Penalty: 3938.176514
	Iteration 39Q: 3 clusters Score -223661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -223666.218750 Penalty: 3938.176514
	Iteration 40F: 3 clusters Score -223666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -223672.484375 Penalty: 3938.176514
	Iteration 41Q: 3 clusters Score -223672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -223676.312500 Penalty: 3938.176514
	Iteration 42Q: 3 clusters Score -223676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -223676.703125 Penalty: 3938.176514
	Iteration 43Q: 3 clusters Score -223676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -223677.531250 Penalty: 3938.176514
	Iteration 44Q: 3 clusters Score -223677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -223678.562500 Penalty: 3938.176514
	Iteration 45Q: 3 clusters Score -223678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -223679.718750 Penalty: 3938.176514
	Iteration 46Q: 3 clusters Score -223679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -223681.031250 Penalty: 3938.176514
	Iteration 47Q: 3 clusters Score -223681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -223684.656250 Penalty: 3938.176514
	Iteration 48Q: 3 clusters Score -223684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -223688.312500 Penalty: 3938.176514
	Iteration 49Q: 3 clusters Score -223688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -223689.062500 Penalty: 3938.176514
	Iteration 50Q: 3 clusters Score -223689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -223689.718750 Penalty: 3938.176514
	Iteration 51Q: 3 clusters Score -223689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -223691.796875 Penalty: 3938.176514
	Iteration 52Q: 3 clusters Score -223691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -223692.000000 Penalty: 3938.176514
	Iteration 53Q: 3 clusters Score -223692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -223693.046875 Penalty: 3938.176514
	Iteration 54Q: 3 clusters Score -223693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -223693.812500 Penalty: 3938.176514
	Iteration 55Q: 3 clusters Score -223693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -223694.218750 Penalty: 3938.176514
	Iteration 56Q: 3 clusters Score -223694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -223694.218750 Penalty: 3938.176514
	Iteration 57F: 3 clusters Score -223694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -120738.984375 Penalty: 1867.692017
	Iteration 0F: 2 clusters Score -120739 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 959 members 
Entering Unmasked Estep 
Score: -118275.406250 Penalty: 3735.384033
	Iteration 0F: 3 clusters Score -118275.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -118877.031250 Penalty: 3735.384033
	Iteration 1F: 3 clusters Score -118877 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -119130.750000 Penalty: 3735.384033
	Iteration 2F: 3 clusters Score -119130.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -119279.593750 Penalty: 3735.384033
	Iteration 3F: 3 clusters Score -119279.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -119379.507812 Penalty: 3735.384033
	Iteration 4Q: 3 clusters Score -119379.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119434.539062 Penalty: 3735.384033
	Iteration 5Q: 3 clusters Score -119434.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -119490.132812 Penalty: 3735.384033
	Iteration 6Q: 3 clusters Score -119490.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -119543.929688 Penalty: 3735.384033
	Iteration 7Q: 3 clusters Score -119543.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -119583.359375 Penalty: 3735.384033
	Iteration 8Q: 3 clusters Score -119583.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -119621.109375 Penalty: 3735.384033
	Iteration 9Q: 3 clusters Score -119621.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -119683.070312 Penalty: 3735.384033
	Iteration 10Q: 3 clusters Score -119683.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -119754.210938 Penalty: 3735.384033
	Iteration 11Q: 3 clusters Score -119754.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -119833.812500 Penalty: 3735.384033
	Iteration 12Q: 3 clusters Score -119833.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119942.789062 Penalty: 3735.384033
	Iteration 13Q: 3 clusters Score -119942.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -120065.843750 Penalty: 3735.384033
	Iteration 14Q: 3 clusters Score -120065.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -120183.101562 Penalty: 3735.384033
	Iteration 15Q: 3 clusters Score -120183.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -120257.242188 Penalty: 3735.384033
	Iteration 16Q: 3 clusters Score -120257.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -120322.414062 Penalty: 3735.384033
	Iteration 17Q: 3 clusters Score -120322.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -120373.929688 Penalty: 3735.384033
	Iteration 18Q: 3 clusters Score -120373.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -120412.921875 Penalty: 3735.384033
	Iteration 19Q: 3 clusters Score -120412.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -120436.101562 Penalty: 3735.384033
	Iteration 20F: 3 clusters Score -120436.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -120459.414062 Penalty: 3735.384033
	Iteration 21Q: 3 clusters Score -120459.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -120484.218750 Penalty: 3735.384033
	Iteration 22Q: 3 clusters Score -120484.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -120501.187500 Penalty: 3735.384033
	Iteration 23Q: 3 clusters Score -120501.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -120511.187500 Penalty: 3735.384033
	Iteration 24Q: 3 clusters Score -120511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -120516.546875 Penalty: 3735.384033
	Iteration 25Q: 3 clusters Score -120516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -120517.632812 Penalty: 3735.384033
	Iteration 26Q: 3 clusters Score -120517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -120517.632812 Penalty: 3735.384033
	Iteration 27F: 3 clusters Score -120517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -469620.000000 Penalty: 2183.100098
	Iteration 0F: 2 clusters Score -469620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -464052.031250 Penalty: 4366.200195
	Iteration 0F: 3 clusters Score -464052 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -465482.343750 Penalty: 4366.200195
	Iteration 1F: 3 clusters Score -465482.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -465806.843750 Penalty: 4366.200195
	Iteration 2F: 3 clusters Score -465806.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -466141.718750 Penalty: 4366.200195
	Iteration 3F: 3 clusters Score -466141.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -466505.281250 Penalty: 4366.200195
	Iteration 4F: 3 clusters Score -466505.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -466909.281250 Penalty: 4366.200195
	Iteration 5F: 3 clusters Score -466909.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -467393.187500 Penalty: 4366.200195
	Iteration 6F: 3 clusters Score -467393.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -467835.156250 Penalty: 4366.200195
	Iteration 7F: 3 clusters Score -467835.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -468191.531250 Penalty: 4366.200195
	Iteration 8F: 3 clusters Score -468191.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -468432.968750 Penalty: 4366.200195
	Iteration 9Q: 3 clusters Score -468433 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -468564.750000 Penalty: 4366.200195
	Iteration 10Q: 3 clusters Score -468564.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -468627.656250 Penalty: 4366.200195
	Iteration 11Q: 3 clusters Score -468627.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -468660.000000 Penalty: 4366.200195
	Iteration 12Q: 3 clusters Score -468660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -468680.031250 Penalty: 4366.200195
	Iteration 13Q: 3 clusters Score -468680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -468694.593750 Penalty: 4366.200195
	Iteration 14Q: 3 clusters Score -468694.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -468704.468750 Penalty: 4366.200195
	Iteration 15Q: 3 clusters Score -468704.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -468710.718750 Penalty: 4366.200195
	Iteration 16Q: 3 clusters Score -468710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -468713.875000 Penalty: 4366.200195
	Iteration 17Q: 3 clusters Score -468713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -468716.250000 Penalty: 4366.200195
	Iteration 18Q: 3 clusters Score -468716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -468717.125000 Penalty: 4366.200195
	Iteration 19Q: 3 clusters Score -468717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -468717.968750 Penalty: 4366.200195
	Iteration 20F: 3 clusters Score -468718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -468717.937500 Penalty: 4366.200195
	Iteration 21Q: 3 clusters Score -468717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -468718.531250 Penalty: 4366.200195
	Iteration 22Q: 3 clusters Score -468718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -468719.718750 Penalty: 4366.200195
	Iteration 23Q: 3 clusters Score -468719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -468719.593750 Penalty: 4366.200195
	Iteration 24Q: 3 clusters Score -468719.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -468720.281250 Penalty: 4366.200195
	Iteration 25Q: 3 clusters Score -468720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -468720.781250 Penalty: 4366.200195
	Iteration 26Q: 3 clusters Score -468720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -468720.625000 Penalty: 4366.200195
	Iteration 27Q: 3 clusters Score -468720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -468720.093750 Penalty: 4366.200195
	Iteration 28Q: 3 clusters Score -468720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -468720.093750 Penalty: 4366.200195
	Iteration 29F: 3 clusters Score -468720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -99664.335938 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -99664.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -97498.421875 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -97498.42 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -97829.562500 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -97829.56 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -97965.867188 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -97965.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98052.656250 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -98052.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -98115.234375 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -98115.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98178.375000 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -98178.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -98233.234375 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -98233.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -98276.945312 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -98276.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -98304.515625 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -98304.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -98322.273438 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -98322.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -98340.328125 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -98340.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -98357.531250 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -98357.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -98365.835938 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -98365.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -98369.390625 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -98369.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -98378.750000 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -98378.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -98385.867188 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -98385.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -98389.281250 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -98389.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -98390.937500 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -98390.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -98397.328125 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -98397.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -98406.726562 Penalty: 3568.812988
	Iteration 19Q: 3 clusters Score -98406.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -98413.085938 Penalty: 3568.812988
	Iteration 20F: 3 clusters Score -98413.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -98421.820312 Penalty: 3568.812988
	Iteration 21Q: 3 clusters Score -98421.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -98434.601562 Penalty: 3568.812988
	Iteration 22Q: 3 clusters Score -98434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -98448.835938 Penalty: 3568.812988
	Iteration 23Q: 3 clusters Score -98448.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -98461.789062 Penalty: 3568.812988
	Iteration 24Q: 3 clusters Score -98461.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -98472.210938 Penalty: 3568.812988
	Iteration 25Q: 3 clusters Score -98472.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -98478.070312 Penalty: 3568.812988
	Iteration 26Q: 3 clusters Score -98478.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -98482.476562 Penalty: 3568.812988
	Iteration 27Q: 3 clusters Score -98482.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -98487.125000 Penalty: 3568.812988
	Iteration 28Q: 3 clusters Score -98487.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -98494.734375 Penalty: 3568.812988
	Iteration 29Q: 3 clusters Score -98494.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -98498.796875 Penalty: 3568.812988
	Iteration 30Q: 3 clusters Score -98498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98501.570312 Penalty: 3568.812988
	Iteration 31Q: 3 clusters Score -98501.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98503.375000 Penalty: 3568.812988
	Iteration 32Q: 3 clusters Score -98503.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -98504.437500 Penalty: 3568.812988
	Iteration 33Q: 3 clusters Score -98504.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -98505.445312 Penalty: 3568.812988
	Iteration 34Q: 3 clusters Score -98505.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -98506.093750 Penalty: 3568.812988
	Iteration 35Q: 3 clusters Score -98506.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98506.734375 Penalty: 3568.812988
	Iteration 36Q: 3 clusters Score -98506.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98506.734375 Penalty: 3568.812988
	Iteration 37F: 3 clusters Score -98506.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -132245.234375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -132245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -129794.992188 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -129795 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130222.312500 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -130222.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130363.718750 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -130363.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130501.328125 Penalty: 3690.021484
	Iteration 3F: 3 clusters Score -130501.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -130627.429688 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -130627.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -130762.562500 Penalty: 3690.021484
	Iteration 5F: 3 clusters Score -130762.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -130908.117188 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -130908.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -131043.976562 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -131044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -131191.578125 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -131191.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -131304.484375 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -131304.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -131402.984375 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -131403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -131457.234375 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -131457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -131473.718750 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -131473.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -131483.765625 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -131483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -131489.640625 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -131489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -131496.500000 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -131496.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -131500.562500 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -131500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -131507.437500 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -131507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -131517.500000 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -131517.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -131524.234375 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -131524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -131527.250000 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -131527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -131529.406250 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -131529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -131534.015625 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -131534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -131536.265625 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -131536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -131537.093750 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -131537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -131539.765625 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -131539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -131540.375000 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -131540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -131542.015625 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -131542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -131543.875000 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -131543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -131550.468750 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -131550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -131564.531250 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -131564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -131569.921875 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -131569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -131572.828125 Penalty: 3690.021484
	Iteration 32Q: 3 clusters Score -131572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -131574.937500 Penalty: 3690.021484
	Iteration 33Q: 3 clusters Score -131574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -131577.500000 Penalty: 3690.021484
	Iteration 34Q: 3 clusters Score -131577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -131578.234375 Penalty: 3690.021484
	Iteration 35Q: 3 clusters Score -131578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -131578.234375 Penalty: 3690.021484
	Iteration 36F: 3 clusters Score -131578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Entering Unmasked Estep 
Score: -1089193.250000 Penalty: 2346.892334
	Iteration 0F: 2 clusters Score -1089193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1079704.625000 Penalty: 4693.784668
	Iteration 0F: 3 clusters Score -1079705 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1082592.875000 Penalty: 4693.784668
	Iteration 1F: 3 clusters Score -1082593 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1082918.625000 Penalty: 4693.784668
	Iteration 2F: 3 clusters Score -1082919 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1083168.000000 Penalty: 4693.784668
	Iteration 3Q: 3 clusters Score -1083168 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1083363.250000 Penalty: 4693.784668
	Iteration 4Q: 3 clusters Score -1083363 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1083532.750000 Penalty: 4693.784668
	Iteration 5Q: 3 clusters Score -1083533 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1083669.250000 Penalty: 4693.784668
	Iteration 6Q: 3 clusters Score -1083669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1083812.375000 Penalty: 4693.784668
	Iteration 7Q: 3 clusters Score -1083812 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1083978.500000 Penalty: 4693.784668
	Iteration 8Q: 3 clusters Score -1083978 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1084165.500000 Penalty: 4693.784668
	Iteration 9Q: 3 clusters Score -1084166 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1084406.875000 Penalty: 4693.784668
	Iteration 10Q: 3 clusters Score -1084407 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1084687.250000 Penalty: 4693.784668
	Iteration 11Q: 3 clusters Score -1084687 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1085056.000000 Penalty: 4693.784668
	Iteration 12Q: 3 clusters Score -1085056 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1085487.500000 Penalty: 4693.784668
	Iteration 13Q: 3 clusters Score -1085488 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1085939.625000 Penalty: 4693.784668
	Iteration 14Q: 3 clusters Score -1085940 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1086308.500000 Penalty: 4693.784668
	Iteration 15Q: 3 clusters Score -1086308 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1086594.625000 Penalty: 4693.784668
	Iteration 16Q: 3 clusters Score -1086595 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1086787.125000 Penalty: 4693.784668
	Iteration 17Q: 3 clusters Score -1086787 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1086888.750000 Penalty: 4693.784668
	Iteration 18Q: 3 clusters Score -1086889 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1086956.125000 Penalty: 4693.784668
	Iteration 19Q: 3 clusters Score -1086956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1087010.250000 Penalty: 4693.784668
	Iteration 20F: 3 clusters Score -1087010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1087055.500000 Penalty: 4693.784668
	Iteration 21Q: 3 clusters Score -1087056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1087094.375000 Penalty: 4693.784668
	Iteration 22Q: 3 clusters Score -1087094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1087126.000000 Penalty: 4693.784668
	Iteration 23Q: 3 clusters Score -1087126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1087156.500000 Penalty: 4693.784668
	Iteration 24Q: 3 clusters Score -1087156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1087178.500000 Penalty: 4693.784668
	Iteration 25Q: 3 clusters Score -1087178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1087199.250000 Penalty: 4693.784668
	Iteration 26Q: 3 clusters Score -1087199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1087212.625000 Penalty: 4693.784668
	Iteration 27Q: 3 clusters Score -1087213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1087226.875000 Penalty: 4693.784668
	Iteration 28Q: 3 clusters Score -1087227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1087237.750000 Penalty: 4693.784668
	Iteration 29Q: 3 clusters Score -1087238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1087250.375000 Penalty: 4693.784668
	Iteration 30Q: 3 clusters Score -1087250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1087262.750000 Penalty: 4693.784668
	Iteration 31Q: 3 clusters Score -1087263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1087270.875000 Penalty: 4693.784668
	Iteration 32Q: 3 clusters Score -1087271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1087276.375000 Penalty: 4693.784668
	Iteration 33Q: 3 clusters Score -1087276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1087285.750000 Penalty: 4693.784668
	Iteration 34Q: 3 clusters Score -1087286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1087294.500000 Penalty: 4693.784668
	Iteration 35Q: 3 clusters Score -1087294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1087298.500000 Penalty: 4693.784668
	Iteration 36Q: 3 clusters Score -1087298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1087300.500000 Penalty: 4693.784668
	Iteration 37Q: 3 clusters Score -1087300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1087301.625000 Penalty: 4693.784668
	Iteration 38Q: 3 clusters Score -1087302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1087306.125000 Penalty: 4693.784668
	Iteration 39Q: 3 clusters Score -1087306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1087311.875000 Penalty: 4693.784668
	Iteration 40F: 3 clusters Score -1087312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1087312.625000 Penalty: 4693.784668
	Iteration 41Q: 3 clusters Score -1087313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1087313.250000 Penalty: 4693.784668
	Iteration 42Q: 3 clusters Score -1087313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1087316.250000 Penalty: 4693.784668
	Iteration 43Q: 3 clusters Score -1087316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1087318.750000 Penalty: 4693.784668
	Iteration 44Q: 3 clusters Score -1087319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1087322.375000 Penalty: 4693.784668
	Iteration 45Q: 3 clusters Score -1087322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1087322.875000 Penalty: 4693.784668
	Iteration 46Q: 3 clusters Score -1087323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1087322.375000 Penalty: 4693.784668
	Iteration 47Q: 3 clusters Score -1087322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1087322.375000 Penalty: 4693.784668
	Iteration 48F: 3 clusters Score -1087322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Entering Unmasked Estep 
Score: -5070042.000000 Penalty: 2732.168213
	Iteration 0F: 2 clusters Score -5070042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -5029162.500000 Penalty: 5464.336426
	Iteration 0F: 3 clusters Score -5029162 nChanged 28353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -5045012.500000 Penalty: 5464.336426
	Iteration 1F: 3 clusters Score -5045012 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5045704 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5046487 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -5047274.500000 Penalty: 5464.336426
	Iteration 4Q: 3 clusters Score -5047274 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -5048158.500000 Penalty: 5464.336426
	Iteration 5Q: 3 clusters Score -5048158 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -5049192.500000 Penalty: 5464.336426
	Iteration 6Q: 3 clusters Score -5049192 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5050259.500000 Penalty: 5464.336426
	Iteration 7Q: 3 clusters Score -5050260 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5051397.500000 Penalty: 5464.336426
	Iteration 8Q: 3 clusters Score -5051398 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5052650.500000 Penalty: 5464.336426
	Iteration 9Q: 3 clusters Score -5052650 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -5054045.500000 Penalty: 5464.336426
	Iteration 10Q: 3 clusters Score -5054046 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5055455.000000 Penalty: 5464.336426
	Iteration 11Q: 3 clusters Score -5055455 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -5056602.500000 Penalty: 5464.336426
	Iteration 12Q: 3 clusters Score -5056602 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5057291.000000 Penalty: 5464.336426
	Iteration 13Q: 3 clusters Score -5057291 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5057565.000000 Penalty: 5464.336426
	Iteration 14Q: 3 clusters Score -5057565 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5057701.000000 Penalty: 5464.336426
	Iteration 15Q: 3 clusters Score -5057701 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -5057771.000000 Penalty: 5464.336426
	Iteration 16Q: 3 clusters Score -5057771 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -5057801.000000 Penalty: 5464.336426
	Iteration 17Q: 3 clusters Score -5057801 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -5057855.500000 Penalty: 5464.336426
	Iteration 18Q: 3 clusters Score -5057856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -5057888.500000 Penalty: 5464.336426
	Iteration 19Q: 3 clusters Score -5057888 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -5057901.000000 Penalty: 5464.336426
	Iteration 20F: 3 clusters Score -5057901 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5057937.000000 Penalty: 5464.336426
	Iteration 21Q: 3 clusters Score -5057937 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5057982.500000 Penalty: 5464.336426
	Iteration 22Q: 3 clusters Score -5057982 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -5058035.500000 Penalty: 5464.336426
	Iteration 23Q: 3 clusters Score -5058036 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5058103.000000 Penalty: 5464.336426
	Iteration 24Q: 3 clusters Score -5058103 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5058159.500000 Penalty: 5464.336426
	Iteration 25Q: 3 clusters Score -5058160 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -5058243.000000 Penalty: 5464.336426
	Iteration 26Q: 3 clusters Score -5058243 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5058277.500000 Penalty: 5464.336426
	Iteration 27Q: 3 clusters Score -5058278 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5058348.500000 Penalty: 5464.336426
	Iteration 28Q: 3 clusters Score -5058348 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5058423.000000 Penalty: 5464.336426
	Iteration 29Q: 3 clusters Score -5058423 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5058488.000000 Penalty: 5464.336426
	Iteration 30Q: 3 clusters Score -5058488 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5058601.000000 Penalty: 5464.336426
	Iteration 31Q: 3 clusters Score -5058601 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5058688.500000 Penalty: 5464.336426
	Iteration 32Q: 3 clusters Score -5058688 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5058821.000000 Penalty: 5464.336426
	Iteration 33Q: 3 clusters Score -5058821 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -5058954.000000 Penalty: 5464.336426
	Iteration 34Q: 3 clusters Score -5058954 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5059128.500000 Penalty: 5464.336426
	Iteration 35Q: 3 clusters Score -5059128 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -5059307.000000 Penalty: 5464.336426
	Iteration 36Q: 3 clusters Score -5059307 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5059542.000000 Penalty: 5464.336426
	Iteration 37Q: 3 clusters Score -5059542 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -5059775.000000 Penalty: 5464.336426
	Iteration 38Q: 3 clusters Score -5059775 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -5060103.000000 Penalty: 5464.336426
	Iteration 39Q: 3 clusters Score -5060103 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5060433.500000 Penalty: 5464.336426
	Iteration 40F: 3 clusters Score -5060434 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5060812.000000 Penalty: 5464.336426
	Iteration 41Q: 3 clusters Score -5060812 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -5061243.500000 Penalty: 5464.336426
	Iteration 42Q: 3 clusters Score -5061244 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -5061639.000000 Penalty: 5464.336426
	Iteration 43Q: 3 clusters Score -5061639 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -5062085.500000 Penalty: 5464.336426
	Iteration 44Q: 3 clusters Score -5062086 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -5062549.000000 Penalty: 5464.336426
	Iteration 45Q: 3 clusters Score -5062549 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -5063037.500000 Penalty: 5464.336426
	Iteration 46Q: 3 clusters Score -5063038 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -5063536.000000 Penalty: 5464.336426
	Iteration 47Q: 3 clusters Score -5063536 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -5064001.500000 Penalty: 5464.336426
	Iteration 48Q: 3 clusters Score -5064002 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -5064419.500000 Penalty: 5464.336426
	Iteration 49Q: 3 clusters Score -5064420 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -5064819.000000 Penalty: 5464.336426
	Iteration 50Q: 3 clusters Score -5064819 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -5065199.500000 Penalty: 5464.336426
	Iteration 51Q: 3 clusters Score -5065200 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -5065516.500000 Penalty: 5464.336426
	Iteration 52Q: 3 clusters Score -5065516 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -5065844.500000 Penalty: 5464.336426
	Iteration 53Q: 3 clusters Score -5065844 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -5066153.000000 Penalty: 5464.336426
	Iteration 54Q: 3 clusters Score -5066153 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -5066363.500000 Penalty: 5464.336426
	Iteration 55Q: 3 clusters Score -5066364 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -5066595.000000 Penalty: 5464.336426
	Iteration 56Q: 3 clusters Score -5066595 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -5066785.000000 Penalty: 5464.336426
	Iteration 57Q: 3 clusters Score -5066785 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -5066925.500000 Penalty: 5464.336426
	Iteration 58Q: 3 clusters Score -5066926 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -5067043.500000 Penalty: 5464.336426
	Iteration 59Q: 3 clusters Score -5067044 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -5067145.500000 Penalty: 5464.336426
	Iteration 60F: 3 clusters Score -5067146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -5067242.500000 Penalty: 5464.336426
	Iteration 61Q: 3 clusters Score -5067242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -5067311.500000 Penalty: 5464.336426
	Iteration 62Q: 3 clusters Score -5067312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -5067377.500000 Penalty: 5464.336426
	Iteration 63Q: 3 clusters Score -5067378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -5067429.500000 Penalty: 5464.336426
	Iteration 64Q: 3 clusters Score -5067430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -5067474.500000 Penalty: 5464.336426
	Iteration 65Q: 3 clusters Score -5067474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -5067503.000000 Penalty: 5464.336426
	Iteration 66Q: 3 clusters Score -5067503 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -5067539.500000 Penalty: 5464.336426
	Iteration 67Q: 3 clusters Score -5067540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -5067553.000000 Penalty: 5464.336426
	Iteration 68Q: 3 clusters Score -5067553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -5067566.500000 Penalty: 5464.336426
	Iteration 69Q: 3 clusters Score -5067566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -5067596.000000 Penalty: 5464.336426
	Iteration 70Q: 3 clusters Score -5067596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -5067617.000000 Penalty: 5464.336426
	Iteration 71Q: 3 clusters Score -5067617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -5067620.000000 Penalty: 5464.336426
	Iteration 72Q: 3 clusters Score -5067620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 60124 members 
Entering Unmasked Estep 
Score: -5067626.500000 Penalty: 5464.336426
	Iteration 73Q: 3 clusters Score -5067626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -5067639.000000 Penalty: 5464.336426
	Iteration 74Q: 3 clusters Score -5067639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -5067640.000000 Penalty: 5464.336426
	Iteration 75Q: 3 clusters Score -5067640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -5067634.000000 Penalty: 5464.336426
	Iteration 76Q: 3 clusters Score -5067634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -5067635.500000 Penalty: 5464.336426
	Iteration 77Q: 3 clusters Score -5067636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -5067635.500000 Penalty: 5464.336426
	Iteration 78F: 3 clusters Score -5067636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57753 members 
Entering Unmasked Estep 
Score: -4714303.500000 Penalty: 2719.054688
	Iteration 0F: 2 clusters Score -4714304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4675360.500000 Penalty: 5438.109375
	Iteration 0F: 3 clusters Score -4675360 nChanged 26957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -4690308.000000 Penalty: 5438.109375
	Iteration 1F: 3 clusters Score -4690308 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4690838.000000 Penalty: 5438.109375
	Iteration 2Q: 3 clusters Score -4690838 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4691278.000000 Penalty: 5438.109375
	Iteration 3Q: 3 clusters Score -4691278 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4691843.500000 Penalty: 5438.109375
	Iteration 4Q: 3 clusters Score -4691844 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4692553.000000 Penalty: 5438.109375
	Iteration 5Q: 3 clusters Score -4692553 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4693507.000000 Penalty: 5438.109375
	Iteration 6Q: 3 clusters Score -4693507 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4694730.500000 Penalty: 5438.109375
	Iteration 7Q: 3 clusters Score -4694730 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4696325.000000 Penalty: 5438.109375
	Iteration 8F: 3 clusters Score -4696325 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4698162.500000 Penalty: 5438.109375
	Iteration 9F: 3 clusters Score -4698162 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4700109.500000 Penalty: 5438.109375
	Iteration 10F: 3 clusters Score -4700110 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4701741.000000 Penalty: 5438.109375
	Iteration 11F: 3 clusters Score -4701741 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4702954.000000 Penalty: 5438.109375
	Iteration 12Q: 3 clusters Score -4702954 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4703841.000000 Penalty: 5438.109375
	Iteration 13Q: 3 clusters Score -4703841 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4704688.500000 Penalty: 5438.109375
	Iteration 14Q: 3 clusters Score -4704688 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -4705533.500000 Penalty: 5438.109375
	Iteration 15Q: 3 clusters Score -4705534 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4706328.500000 Penalty: 5438.109375
	Iteration 16Q: 3 clusters Score -4706328 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4707188.500000 Penalty: 5438.109375
	Iteration 17Q: 3 clusters Score -4707188 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4708116.500000 Penalty: 5438.109375
	Iteration 18Q: 3 clusters Score -4708116 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4709079.500000 Penalty: 5438.109375
	Iteration 19Q: 3 clusters Score -4709080 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4709948.500000 Penalty: 5438.109375
	Iteration 20F: 3 clusters Score -4709948 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4710607.000000 Penalty: 5438.109375
	Iteration 21Q: 3 clusters Score -4710607 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4711048.000000 Penalty: 5438.109375
	Iteration 22Q: 3 clusters Score -4711048 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4711298.000000 Penalty: 5438.109375
	Iteration 23Q: 3 clusters Score -4711298 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4711494.500000 Penalty: 5438.109375
	Iteration 24Q: 3 clusters Score -4711494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4711617.000000 Penalty: 5438.109375
	Iteration 25Q: 3 clusters Score -4711617 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4711690.500000 Penalty: 5438.109375
	Iteration 26Q: 3 clusters Score -4711690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4711758.000000 Penalty: 5438.109375
	Iteration 27Q: 3 clusters Score -4711758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4711785.500000 Penalty: 5438.109375
	Iteration 28Q: 3 clusters Score -4711786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4711810.500000 Penalty: 5438.109375
	Iteration 29Q: 3 clusters Score -4711810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4711827.500000 Penalty: 5438.109375
	Iteration 30Q: 3 clusters Score -4711828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4711844.500000 Penalty: 5438.109375
	Iteration 31Q: 3 clusters Score -4711844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4711863.500000 Penalty: 5438.109375
	Iteration 32Q: 3 clusters Score -4711864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4711877.000000 Penalty: 5438.109375
	Iteration 33Q: 3 clusters Score -4711877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4711888.500000 Penalty: 5438.109375
	Iteration 34Q: 3 clusters Score -4711888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4711912.000000 Penalty: 5438.109375
	Iteration 35Q: 3 clusters Score -4711912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4711914.500000 Penalty: 5438.109375
	Iteration 36Q: 3 clusters Score -4711914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4711922.500000 Penalty: 5438.109375
	Iteration 37Q: 3 clusters Score -4711922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4711930.000000 Penalty: 5438.109375
	Iteration 38Q: 3 clusters Score -4711930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4711936.500000 Penalty: 5438.109375
	Iteration 39Q: 3 clusters Score -4711936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4711936.000000 Penalty: 5438.109375
	Iteration 40F: 3 clusters Score -4711936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4711937.500000 Penalty: 5438.109375
	Iteration 41Q: 3 clusters Score -4711938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4711943.000000 Penalty: 5438.109375
	Iteration 42Q: 3 clusters Score -4711943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4711944.500000 Penalty: 5438.109375
	Iteration 43Q: 3 clusters Score -4711944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4711945.000000 Penalty: 5438.109375
	Iteration 44Q: 3 clusters Score -4711945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4711945.000000 Penalty: 5438.109375
	Iteration 45F: 3 clusters Score -4711945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -88727.140625 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -88727.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86699.851562 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -86699.85 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86999.812500 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -86999.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87087.453125 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -87087.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87133.921875 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -87133.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87171.257812 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -87171.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87185.382812 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -87185.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87194.367188 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -87194.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87196.187500 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -87196.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87196.187500 Penalty: 3482.014648
	Iteration 8F: 3 clusters Score -87196.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Entering Unmasked Estep 
Score: -1335401.375000 Penalty: 2402.885986
	Iteration 0F: 2 clusters Score -1335401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1323757.625000 Penalty: 4805.771973
	Iteration 0F: 3 clusters Score -1323758 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1327317.125000 Penalty: 4805.771973
	Iteration 1F: 3 clusters Score -1327317 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1327667.750000 Penalty: 4805.771973
	Iteration 2F: 3 clusters Score -1327668 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1327979.375000 Penalty: 4805.771973
	Iteration 3Q: 3 clusters Score -1327979 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1328317.375000 Penalty: 4805.771973
	Iteration 4Q: 3 clusters Score -1328317 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1328705.750000 Penalty: 4805.771973
	Iteration 5Q: 3 clusters Score -1328706 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1329214.375000 Penalty: 4805.771973
	Iteration 6F: 3 clusters Score -1329214 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1329833.500000 Penalty: 4805.771973
	Iteration 7F: 3 clusters Score -1329834 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1330533.750000 Penalty: 4805.771973
	Iteration 8F: 3 clusters Score -1330534 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1331310.125000 Penalty: 4805.771973
	Iteration 9F: 3 clusters Score -1331310 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1331982.375000 Penalty: 4805.771973
	Iteration 10Q: 3 clusters Score -1331982 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1332507.875000 Penalty: 4805.771973
	Iteration 11Q: 3 clusters Score -1332508 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1332879.750000 Penalty: 4805.771973
	Iteration 12Q: 3 clusters Score -1332880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1333066.875000 Penalty: 4805.771973
	Iteration 13Q: 3 clusters Score -1333067 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1333174.375000 Penalty: 4805.771973
	Iteration 14Q: 3 clusters Score -1333174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1333253.625000 Penalty: 4805.771973
	Iteration 15Q: 3 clusters Score -1333254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1333299.375000 Penalty: 4805.771973
	Iteration 16Q: 3 clusters Score -1333299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1333317.625000 Penalty: 4805.771973
	Iteration 17Q: 3 clusters Score -1333318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1333333.000000 Penalty: 4805.771973
	Iteration 18Q: 3 clusters Score -1333333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1333346.625000 Penalty: 4805.771973
	Iteration 19Q: 3 clusters Score -1333347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1333354.875000 Penalty: 4805.771973
	Iteration 20F: 3 clusters Score -1333355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1333359.000000 Penalty: 4805.771973
	Iteration 21Q: 3 clusters Score -1333359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1333365.625000 Penalty: 4805.771973
	Iteration 22Q: 3 clusters Score -1333366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1333369.750000 Penalty: 4805.771973
	Iteration 23Q: 3 clusters Score -1333370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1333369.875000 Penalty: 4805.771973
	Iteration 24Q: 3 clusters Score -1333370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1333373.000000 Penalty: 4805.771973
	Iteration 25Q: 3 clusters Score -1333373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1333378.625000 Penalty: 4805.771973
	Iteration 26Q: 3 clusters Score -1333379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1333384.125000 Penalty: 4805.771973
	Iteration 27Q: 3 clusters Score -1333384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1333386.000000 Penalty: 4805.771973
	Iteration 28Q: 3 clusters Score -1333386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1333386.000000 Penalty: 4805.771973
	Iteration 29F: 3 clusters Score -1333386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -488612.468750 Penalty: 2163.724365
	Iteration 0F: 2 clusters Score -488612.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -483348.625000 Penalty: 4327.448730
	Iteration 0F: 3 clusters Score -483348.6 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -484836.562500 Penalty: 4327.448730
	Iteration 1F: 3 clusters Score -484836.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -485389.812500 Penalty: 4327.448730
	Iteration 2F: 3 clusters Score -485389.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -485837.500000 Penalty: 4327.448730
	Iteration 3F: 3 clusters Score -485837.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -486174.406250 Penalty: 4327.448730
	Iteration 4F: 3 clusters Score -486174.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -486423.531250 Penalty: 4327.448730
	Iteration 5F: 3 clusters Score -486423.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -486629.843750 Penalty: 4327.448730
	Iteration 6Q: 3 clusters Score -486629.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -486825.062500 Penalty: 4327.448730
	Iteration 7Q: 3 clusters Score -486825.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -487050.000000 Penalty: 4327.448730
	Iteration 8Q: 3 clusters Score -487050 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -487269.781250 Penalty: 4327.448730
	Iteration 9Q: 3 clusters Score -487269.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -487446.781250 Penalty: 4327.448730
	Iteration 10Q: 3 clusters Score -487446.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -487586.968750 Penalty: 4327.448730
	Iteration 11Q: 3 clusters Score -487587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -487677.937500 Penalty: 4327.448730
	Iteration 12Q: 3 clusters Score -487677.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -487759.250000 Penalty: 4327.448730
	Iteration 13Q: 3 clusters Score -487759.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -487840.468750 Penalty: 4327.448730
	Iteration 14Q: 3 clusters Score -487840.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -487927.250000 Penalty: 4327.448730
	Iteration 15Q: 3 clusters Score -487927.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -488066.125000 Penalty: 4327.448730
	Iteration 16Q: 3 clusters Score -488066.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -488194.031250 Penalty: 4327.448730
	Iteration 17Q: 3 clusters Score -488194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -488289.062500 Penalty: 4327.448730
	Iteration 18Q: 3 clusters Score -488289.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -488361.500000 Penalty: 4327.448730
	Iteration 19Q: 3 clusters Score -488361.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -488451.968750 Penalty: 4327.448730
	Iteration 20F: 3 clusters Score -488452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -488546.218750 Penalty: 4327.448730
	Iteration 21Q: 3 clusters Score -488546.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -488599.656250 Penalty: 4327.448730
	Iteration 22Q: 3 clusters Score -488599.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -488628.125000 Penalty: 4327.448730
	Iteration 23Q: 3 clusters Score -488628.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -488646.218750 Penalty: 4327.448730
	Iteration 24Q: 3 clusters Score -488646.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -488651.812500 Penalty: 4327.448730
	Iteration 25Q: 3 clusters Score -488651.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -488658.000000 Penalty: 4327.448730
	Iteration 26Q: 3 clusters Score -488658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -488659.187500 Penalty: 4327.448730
	Iteration 27Q: 3 clusters Score -488659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -488660.625000 Penalty: 4327.448730
	Iteration 28Q: 3 clusters Score -488660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -488660.625000 Penalty: 4327.448730
	Iteration 29F: 3 clusters Score -488660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 54932 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 60889 members 
Mstep: Class 31 contains 57753 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 3360 members 
Mstep: Class 35 contains 13855 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12721 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22529 members 
Mstep: Class 51 contains 6888 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10218 members 
Mstep: Class 57 contains 2793 members 
Entering Unmasked Estep 
Score: -51172840.000000 Penalty: 189373.437500
Splitting cluster 34 changes total score from -51173892.000000 to -51172840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (13855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Entering Unmasked Estep 
Score: -1011942.500000 Penalty: 2365.027588
	Iteration 0F: 2 clusters Score -1011942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1001715.812500 Penalty: 4730.055176
	Iteration 0F: 3 clusters Score -1001716 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1005090.000000 Penalty: 4730.055176
	Iteration 1F: 3 clusters Score -1005090 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1005601.312500 Penalty: 4730.055176
	Iteration 2F: 3 clusters Score -1005601 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1006090.187500 Penalty: 4730.055176
	Iteration 3F: 3 clusters Score -1006090 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1006575.500000 Penalty: 4730.055176
	Iteration 4F: 3 clusters Score -1006576 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1007065.125000 Penalty: 4730.055176
	Iteration 5F: 3 clusters Score -1007065 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1007535.812500 Penalty: 4730.055176
	Iteration 6F: 3 clusters Score -1007536 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1007985.187500 Penalty: 4730.055176
	Iteration 7Q: 3 clusters Score -1007985 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1008423.812500 Penalty: 4730.055176
	Iteration 8Q: 3 clusters Score -1008424 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1008784.625000 Penalty: 4730.055176
	Iteration 9Q: 3 clusters Score -1008785 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1009051.312500 Penalty: 4730.055176
	Iteration 10Q: 3 clusters Score -1009051 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1009260.187500 Penalty: 4730.055176
	Iteration 11Q: 3 clusters Score -1009260 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1009433.250000 Penalty: 4730.055176
	Iteration 12Q: 3 clusters Score -1009433 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1009555.625000 Penalty: 4730.055176
	Iteration 13Q: 3 clusters Score -1009556 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1009632.687500 Penalty: 4730.055176
	Iteration 14Q: 3 clusters Score -1009633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1009700.812500 Penalty: 4730.055176
	Iteration 15Q: 3 clusters Score -1009701 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1009753.937500 Penalty: 4730.055176
	Iteration 16Q: 3 clusters Score -1009754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1009784.500000 Penalty: 4730.055176
	Iteration 17Q: 3 clusters Score -1009784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1009815.375000 Penalty: 4730.055176
	Iteration 18Q: 3 clusters Score -1009815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1009841.812500 Penalty: 4730.055176
	Iteration 19Q: 3 clusters Score -1009842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1009873.750000 Penalty: 4730.055176
	Iteration 20F: 3 clusters Score -1009874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1009889.375000 Penalty: 4730.055176
	Iteration 21Q: 3 clusters Score -1009889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1009903.000000 Penalty: 4730.055176
	Iteration 22Q: 3 clusters Score -1009903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1009915.062500 Penalty: 4730.055176
	Iteration 23Q: 3 clusters Score -1009915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1009927.437500 Penalty: 4730.055176
	Iteration 24Q: 3 clusters Score -1009927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1009947.875000 Penalty: 4730.055176
	Iteration 25Q: 3 clusters Score -1009948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1009955.187500 Penalty: 4730.055176
	Iteration 26Q: 3 clusters Score -1009955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1009963.562500 Penalty: 4730.055176
	Iteration 27Q: 3 clusters Score -1009964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1009977.125000 Penalty: 4730.055176
	Iteration 28Q: 3 clusters Score -1009977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1009986.625000 Penalty: 4730.055176
	Iteration 29Q: 3 clusters Score -1009987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1009999.187500 Penalty: 4730.055176
	Iteration 30Q: 3 clusters Score -1009999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1010004.812500 Penalty: 4730.055176
	Iteration 31Q: 3 clusters Score -1010005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1010015.250000 Penalty: 4730.055176
	Iteration 32Q: 3 clusters Score -1010015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1010023.812500 Penalty: 4730.055176
	Iteration 33Q: 3 clusters Score -1010024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1010028.687500 Penalty: 4730.055176
	Iteration 34Q: 3 clusters Score -1010029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1010035.937500 Penalty: 4730.055176
	Iteration 35Q: 3 clusters Score -1010036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1010039.687500 Penalty: 4730.055176
	Iteration 36Q: 3 clusters Score -1010040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1010045.125000 Penalty: 4730.055176
	Iteration 37Q: 3 clusters Score -1010045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1010047.250000 Penalty: 4730.055176
	Iteration 38Q: 3 clusters Score -1010047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1010051.500000 Penalty: 4730.055176
	Iteration 39Q: 3 clusters Score -1010052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1010055.750000 Penalty: 4730.055176
	Iteration 40F: 3 clusters Score -1010056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1010058.812500 Penalty: 4730.055176
	Iteration 41Q: 3 clusters Score -1010059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1010061.812500 Penalty: 4730.055176
	Iteration 42Q: 3 clusters Score -1010062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1010064.562500 Penalty: 4730.055176
	Iteration 43Q: 3 clusters Score -1010065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1010066.062500 Penalty: 4730.055176
	Iteration 44Q: 3 clusters Score -1010066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1010070.562500 Penalty: 4730.055176
	Iteration 45Q: 3 clusters Score -1010071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1010072.375000 Penalty: 4730.055176
	Iteration 46Q: 3 clusters Score -1010072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1010076.062500 Penalty: 4730.055176
	Iteration 47Q: 3 clusters Score -1010076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1010083.312500 Penalty: 4730.055176
	Iteration 48Q: 3 clusters Score -1010083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1010089.562500 Penalty: 4730.055176
	Iteration 49Q: 3 clusters Score -1010090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1010094.500000 Penalty: 4730.055176
	Iteration 50Q: 3 clusters Score -1010094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1010101.937500 Penalty: 4730.055176
	Iteration 51Q: 3 clusters Score -1010102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1010104.562500 Penalty: 4730.055176
	Iteration 52Q: 3 clusters Score -1010105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1010110.750000 Penalty: 4730.055176
	Iteration 53Q: 3 clusters Score -1010111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1010111.750000 Penalty: 4730.055176
	Iteration 54Q: 3 clusters Score -1010112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1010111.562500 Penalty: 4730.055176
	Iteration 55Q: 3 clusters Score -1010112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1010111.187500 Penalty: 4730.055176
	Iteration 56Q: 3 clusters Score -1010111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1010112.937500 Penalty: 4730.055176
	Iteration 57Q: 3 clusters Score -1010113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1010111.312500 Penalty: 4730.055176
	Iteration 58Q: 3 clusters Score -1010111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1010113.375000 Penalty: 4730.055176
	Iteration 59Q: 3 clusters Score -1010113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1010116.125000 Penalty: 4730.055176
	Iteration 60F: 3 clusters Score -1010116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1010115.750000 Penalty: 4730.055176
	Iteration 61Q: 3 clusters Score -1010116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1010115.812500 Penalty: 4730.055176
	Iteration 62Q: 3 clusters Score -1010116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1010117.562500 Penalty: 4730.055176
	Iteration 63Q: 3 clusters Score -1010118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1010119.312500 Penalty: 4730.055176
	Iteration 64Q: 3 clusters Score -1010119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1010117.500000 Penalty: 4730.055176
	Iteration 65Q: 3 clusters Score -1010118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1010118.187500 Penalty: 4730.055176
	Iteration 66Q: 3 clusters Score -1010118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1010118.187500 Penalty: 4730.055176
	Iteration 67F: 3 clusters Score -1010118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Entering Unmasked Estep 
Score: -771847.875000 Penalty: 2267.523193
	Iteration 0F: 2 clusters Score -771847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -764521.187500 Penalty: 4535.046387
	Iteration 0F: 3 clusters Score -764521.2 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -767375.000000 Penalty: 4535.046387
	Iteration 1F: 3 clusters Score -767375 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -768236.750000 Penalty: 4535.046387
	Iteration 2F: 3 clusters Score -768236.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -768856.437500 Penalty: 4535.046387
	Iteration 3F: 3 clusters Score -768856.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -769340.312500 Penalty: 4535.046387
	Iteration 4F: 3 clusters Score -769340.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -769821.625000 Penalty: 4535.046387
	Iteration 5F: 3 clusters Score -769821.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -770292.875000 Penalty: 4535.046387
	Iteration 6F: 3 clusters Score -770292.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -770678.750000 Penalty: 4535.046387
	Iteration 7F: 3 clusters Score -770678.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -770982.875000 Penalty: 4535.046387
	Iteration 8Q: 3 clusters Score -770982.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -771218.812500 Penalty: 4535.046387
	Iteration 9Q: 3 clusters Score -771218.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -771380.375000 Penalty: 4535.046387
	Iteration 10Q: 3 clusters Score -771380.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -771498.625000 Penalty: 4535.046387
	Iteration 11Q: 3 clusters Score -771498.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -771555.937500 Penalty: 4535.046387
	Iteration 12Q: 3 clusters Score -771555.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -771597.812500 Penalty: 4535.046387
	Iteration 13Q: 3 clusters Score -771597.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -771628.875000 Penalty: 4535.046387
	Iteration 14Q: 3 clusters Score -771628.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -771657.812500 Penalty: 4535.046387
	Iteration 15Q: 3 clusters Score -771657.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -771681.062500 Penalty: 4535.046387
	Iteration 16Q: 3 clusters Score -771681.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -771687.937500 Penalty: 4535.046387
	Iteration 17Q: 3 clusters Score -771687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -771694.000000 Penalty: 4535.046387
	Iteration 18Q: 3 clusters Score -771694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -771698.875000 Penalty: 4535.046387
	Iteration 19Q: 3 clusters Score -771698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -771700.250000 Penalty: 4535.046387
	Iteration 20F: 3 clusters Score -771700.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -771703.062500 Penalty: 4535.046387
	Iteration 21Q: 3 clusters Score -771703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -771706.875000 Penalty: 4535.046387
	Iteration 22Q: 3 clusters Score -771706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -771709.937500 Penalty: 4535.046387
	Iteration 23Q: 3 clusters Score -771709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -771710.375000 Penalty: 4535.046387
	Iteration 24Q: 3 clusters Score -771710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -771712.812500 Penalty: 4535.046387
	Iteration 25Q: 3 clusters Score -771712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -771716.875000 Penalty: 4535.046387
	Iteration 26Q: 3 clusters Score -771716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -771716.250000 Penalty: 4535.046387
	Iteration 27Q: 3 clusters Score -771716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -771718.187500 Penalty: 4535.046387
	Iteration 28Q: 3 clusters Score -771718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -771721.000000 Penalty: 4535.046387
	Iteration 29Q: 3 clusters Score -771721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -771723.312500 Penalty: 4535.046387
	Iteration 30Q: 3 clusters Score -771723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -771722.875000 Penalty: 4535.046387
	Iteration 31Q: 3 clusters Score -771722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -771724.937500 Penalty: 4535.046387
	Iteration 32Q: 3 clusters Score -771724.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -771726.875000 Penalty: 4535.046387
	Iteration 33Q: 3 clusters Score -771726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -771730.937500 Penalty: 4535.046387
	Iteration 34Q: 3 clusters Score -771730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -771735.000000 Penalty: 4535.046387
	Iteration 35Q: 3 clusters Score -771735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -771739.687500 Penalty: 4535.046387
	Iteration 36Q: 3 clusters Score -771739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -771747.250000 Penalty: 4535.046387
	Iteration 37Q: 3 clusters Score -771747.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -771752.875000 Penalty: 4535.046387
	Iteration 38Q: 3 clusters Score -771752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -771757.187500 Penalty: 4535.046387
	Iteration 39Q: 3 clusters Score -771757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -771759.000000 Penalty: 4535.046387
	Iteration 40F: 3 clusters Score -771759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -771766.250000 Penalty: 4535.046387
	Iteration 41Q: 3 clusters Score -771766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -771769.562500 Penalty: 4535.046387
	Iteration 42Q: 3 clusters Score -771769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -771774.500000 Penalty: 4535.046387
	Iteration 43Q: 3 clusters Score -771774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -771775.625000 Penalty: 4535.046387
	Iteration 44Q: 3 clusters Score -771775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -771775.875000 Penalty: 4535.046387
	Iteration 45Q: 3 clusters Score -771775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -771779.000000 Penalty: 4535.046387
	Iteration 46Q: 3 clusters Score -771779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -771781.125000 Penalty: 4535.046387
	Iteration 47Q: 3 clusters Score -771781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -771780.562500 Penalty: 4535.046387
	Iteration 48Q: 3 clusters Score -771780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -771782.562500 Penalty: 4535.046387
	Iteration 49Q: 3 clusters Score -771782.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -771783.875000 Penalty: 4535.046387
	Iteration 50Q: 3 clusters Score -771783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -771783.250000 Penalty: 4535.046387
	Iteration 51Q: 3 clusters Score -771783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -771784.937500 Penalty: 4535.046387
	Iteration 52Q: 3 clusters Score -771784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -771784.937500 Penalty: 4535.046387
	Iteration 53Q: 3 clusters Score -771784.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -771784.937500 Penalty: 4535.046387
	Iteration 54F: 3 clusters Score -771784.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Entering Unmasked Estep 
Score: -1139428.250000 Penalty: 2362.707764
	Iteration 0F: 2 clusters Score -1139428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1129414.875000 Penalty: 4725.415527
	Iteration 0F: 3 clusters Score -1129415 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1132671.000000 Penalty: 4725.415527
	Iteration 1F: 3 clusters Score -1132671 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1133311.000000 Penalty: 4725.415527
	Iteration 2F: 3 clusters Score -1133311 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1133945.375000 Penalty: 4725.415527
	Iteration 3F: 3 clusters Score -1133945 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1134586.625000 Penalty: 4725.415527
	Iteration 4F: 3 clusters Score -1134587 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1135163.375000 Penalty: 4725.415527
	Iteration 5F: 3 clusters Score -1135163 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1135621.625000 Penalty: 4725.415527
	Iteration 6F: 3 clusters Score -1135622 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1135941.500000 Penalty: 4725.415527
	Iteration 7Q: 3 clusters Score -1135942 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1136182.375000 Penalty: 4725.415527
	Iteration 8Q: 3 clusters Score -1136182 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1136360.500000 Penalty: 4725.415527
	Iteration 9Q: 3 clusters Score -1136360 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1136498.625000 Penalty: 4725.415527
	Iteration 10Q: 3 clusters Score -1136499 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1136645.250000 Penalty: 4725.415527
	Iteration 11Q: 3 clusters Score -1136645 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1136792.625000 Penalty: 4725.415527
	Iteration 12Q: 3 clusters Score -1136793 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1136929.750000 Penalty: 4725.415527
	Iteration 13Q: 3 clusters Score -1136930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1137074.750000 Penalty: 4725.415527
	Iteration 14Q: 3 clusters Score -1137075 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1137223.875000 Penalty: 4725.415527
	Iteration 15Q: 3 clusters Score -1137224 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1137369.375000 Penalty: 4725.415527
	Iteration 16Q: 3 clusters Score -1137369 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1137500.625000 Penalty: 4725.415527
	Iteration 17Q: 3 clusters Score -1137501 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1137603.750000 Penalty: 4725.415527
	Iteration 18Q: 3 clusters Score -1137604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1137699.250000 Penalty: 4725.415527
	Iteration 19Q: 3 clusters Score -1137699 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1137791.750000 Penalty: 4725.415527
	Iteration 20F: 3 clusters Score -1137792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1137884.125000 Penalty: 4725.415527
	Iteration 21Q: 3 clusters Score -1137884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1137966.250000 Penalty: 4725.415527
	Iteration 22Q: 3 clusters Score -1137966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1138040.500000 Penalty: 4725.415527
	Iteration 23Q: 3 clusters Score -1138040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1138113.250000 Penalty: 4725.415527
	Iteration 24Q: 3 clusters Score -1138113 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1138189.875000 Penalty: 4725.415527
	Iteration 25Q: 3 clusters Score -1138190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1138252.500000 Penalty: 4725.415527
	Iteration 26Q: 3 clusters Score -1138252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1138298.125000 Penalty: 4725.415527
	Iteration 27Q: 3 clusters Score -1138298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1138325.500000 Penalty: 4725.415527
	Iteration 28Q: 3 clusters Score -1138326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1138337.125000 Penalty: 4725.415527
	Iteration 29Q: 3 clusters Score -1138337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1138345.625000 Penalty: 4725.415527
	Iteration 30Q: 3 clusters Score -1138346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1138353.250000 Penalty: 4725.415527
	Iteration 31Q: 3 clusters Score -1138353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1138359.625000 Penalty: 4725.415527
	Iteration 32Q: 3 clusters Score -1138360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1138363.500000 Penalty: 4725.415527
	Iteration 33Q: 3 clusters Score -1138364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1138368.375000 Penalty: 4725.415527
	Iteration 34Q: 3 clusters Score -1138368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1138375.375000 Penalty: 4725.415527
	Iteration 35Q: 3 clusters Score -1138375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1138377.375000 Penalty: 4725.415527
	Iteration 36Q: 3 clusters Score -1138377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1138381.125000 Penalty: 4725.415527
	Iteration 37Q: 3 clusters Score -1138381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1138383.750000 Penalty: 4725.415527
	Iteration 38Q: 3 clusters Score -1138384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1138388.125000 Penalty: 4725.415527
	Iteration 39Q: 3 clusters Score -1138388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1138394.500000 Penalty: 4725.415527
	Iteration 40F: 3 clusters Score -1138394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1138396.500000 Penalty: 4725.415527
	Iteration 41Q: 3 clusters Score -1138396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1138401.250000 Penalty: 4725.415527
	Iteration 42Q: 3 clusters Score -1138401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1138404.125000 Penalty: 4725.415527
	Iteration 43Q: 3 clusters Score -1138404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1138409.875000 Penalty: 4725.415527
	Iteration 44Q: 3 clusters Score -1138410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1138410.125000 Penalty: 4725.415527
	Iteration 45Q: 3 clusters Score -1138410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1138412.750000 Penalty: 4725.415527
	Iteration 46Q: 3 clusters Score -1138413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1138413.375000 Penalty: 4725.415527
	Iteration 47Q: 3 clusters Score -1138413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1138413.750000 Penalty: 4725.415527
	Iteration 48Q: 3 clusters Score -1138414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1138415.250000 Penalty: 4725.415527
	Iteration 49Q: 3 clusters Score -1138415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1138415.250000 Penalty: 4725.415527
	Iteration 50F: 3 clusters Score -1138415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -53381.410156 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -53381.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51700.910156 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -51700.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51893.957031 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -51893.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51963.511719 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -51963.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51982.785156 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -51982.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52002.355469 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -52002.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52008.199219 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -52008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52015.695312 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -52015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52019.546875 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -52019.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52019.546875 Penalty: 3220.901855
	Iteration 8F: 3 clusters Score -52019.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -749354.812500 Penalty: 2249.342285
	Iteration 0F: 2 clusters Score -749354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -742434.625000 Penalty: 4498.684570
	Iteration 0F: 3 clusters Score -742434.6 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -744389.000000 Penalty: 4498.684570
	Iteration 1F: 3 clusters Score -744389 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -744716.062500 Penalty: 4498.684570
	Iteration 2F: 3 clusters Score -744716.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -744969.000000 Penalty: 4498.684570
	Iteration 3F: 3 clusters Score -744969 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -745146.187500 Penalty: 4498.684570
	Iteration 4Q: 3 clusters Score -745146.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -745281.687500 Penalty: 4498.684570
	Iteration 5Q: 3 clusters Score -745281.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -745426.187500 Penalty: 4498.684570
	Iteration 6Q: 3 clusters Score -745426.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -745556.812500 Penalty: 4498.684570
	Iteration 7Q: 3 clusters Score -745556.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -745686.375000 Penalty: 4498.684570
	Iteration 8Q: 3 clusters Score -745686.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -745815.625000 Penalty: 4498.684570
	Iteration 9Q: 3 clusters Score -745815.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -745935.437500 Penalty: 4498.684570
	Iteration 10Q: 3 clusters Score -745935.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -746076.625000 Penalty: 4498.684570
	Iteration 11Q: 3 clusters Score -746076.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -746265.625000 Penalty: 4498.684570
	Iteration 12Q: 3 clusters Score -746265.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -746437.250000 Penalty: 4498.684570
	Iteration 13Q: 3 clusters Score -746437.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -746577.375000 Penalty: 4498.684570
	Iteration 14Q: 3 clusters Score -746577.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -746705.062500 Penalty: 4498.684570
	Iteration 15Q: 3 clusters Score -746705.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -746812.625000 Penalty: 4498.684570
	Iteration 16Q: 3 clusters Score -746812.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -746909.375000 Penalty: 4498.684570
	Iteration 17Q: 3 clusters Score -746909.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -746980.937500 Penalty: 4498.684570
	Iteration 18Q: 3 clusters Score -746980.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -747044.062500 Penalty: 4498.684570
	Iteration 19Q: 3 clusters Score -747044.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -747086.687500 Penalty: 4498.684570
	Iteration 20F: 3 clusters Score -747086.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -747130.812500 Penalty: 4498.684570
	Iteration 21Q: 3 clusters Score -747130.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -747167.437500 Penalty: 4498.684570
	Iteration 22Q: 3 clusters Score -747167.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -747200.500000 Penalty: 4498.684570
	Iteration 23Q: 3 clusters Score -747200.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -747229.375000 Penalty: 4498.684570
	Iteration 24Q: 3 clusters Score -747229.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -747262.875000 Penalty: 4498.684570
	Iteration 25Q: 3 clusters Score -747262.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -747293.812500 Penalty: 4498.684570
	Iteration 26Q: 3 clusters Score -747293.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -747321.625000 Penalty: 4498.684570
	Iteration 27Q: 3 clusters Score -747321.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -747355.937500 Penalty: 4498.684570
	Iteration 28Q: 3 clusters Score -747355.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -747386.062500 Penalty: 4498.684570
	Iteration 29Q: 3 clusters Score -747386.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -747406.687500 Penalty: 4498.684570
	Iteration 30Q: 3 clusters Score -747406.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -747423.000000 Penalty: 4498.684570
	Iteration 31Q: 3 clusters Score -747423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -747438.187500 Penalty: 4498.684570
	Iteration 32Q: 3 clusters Score -747438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -747445.125000 Penalty: 4498.684570
	Iteration 33Q: 3 clusters Score -747445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -747452.062500 Penalty: 4498.684570
	Iteration 34Q: 3 clusters Score -747452.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -747461.125000 Penalty: 4498.684570
	Iteration 35Q: 3 clusters Score -747461.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -747466.312500 Penalty: 4498.684570
	Iteration 36Q: 3 clusters Score -747466.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -747473.250000 Penalty: 4498.684570
	Iteration 37Q: 3 clusters Score -747473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -747478.625000 Penalty: 4498.684570
	Iteration 38Q: 3 clusters Score -747478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -747486.187500 Penalty: 4498.684570
	Iteration 39Q: 3 clusters Score -747486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -747492.062500 Penalty: 4498.684570
	Iteration 40F: 3 clusters Score -747492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -747498.625000 Penalty: 4498.684570
	Iteration 41Q: 3 clusters Score -747498.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -747507.250000 Penalty: 4498.684570
	Iteration 42Q: 3 clusters Score -747507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -747509.812500 Penalty: 4498.684570
	Iteration 43Q: 3 clusters Score -747509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -747511.437500 Penalty: 4498.684570
	Iteration 44Q: 3 clusters Score -747511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -747512.312500 Penalty: 4498.684570
	Iteration 45Q: 3 clusters Score -747512.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -747515.437500 Penalty: 4498.684570
	Iteration 46Q: 3 clusters Score -747515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -747514.750000 Penalty: 4498.684570
	Iteration 47Q: 3 clusters Score -747514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -747514.875000 Penalty: 4498.684570
	Iteration 48Q: 3 clusters Score -747514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -747514.750000 Penalty: 4498.684570
	Iteration 49Q: 3 clusters Score -747514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -747516.125000 Penalty: 4498.684570
	Iteration 50Q: 3 clusters Score -747516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -747517.625000 Penalty: 4498.684570
	Iteration 51Q: 3 clusters Score -747517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -747520.500000 Penalty: 4498.684570
	Iteration 52Q: 3 clusters Score -747520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -747520.562500 Penalty: 4498.684570
	Iteration 53Q: 3 clusters Score -747520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -747518.875000 Penalty: 4498.684570
	Iteration 54Q: 3 clusters Score -747518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -747519.875000 Penalty: 4498.684570
	Iteration 55Q: 3 clusters Score -747519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -747519.875000 Penalty: 4498.684570
	Iteration 56F: 3 clusters Score -747519.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -102225.671875 Penalty: 1813.347778
	Iteration 0F: 2 clusters Score -102225.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -99982.648438 Penalty: 3626.695557
	Iteration 0F: 3 clusters Score -99982.65 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100490.156250 Penalty: 3626.695557
	Iteration 1F: 3 clusters Score -100490.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100689.117188 Penalty: 3626.695557
	Iteration 2F: 3 clusters Score -100689.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -100801.601562 Penalty: 3626.695557
	Iteration 3F: 3 clusters Score -100801.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100865.265625 Penalty: 3626.695557
	Iteration 4Q: 3 clusters Score -100865.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -100912.476562 Penalty: 3626.695557
	Iteration 5Q: 3 clusters Score -100912.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100952.812500 Penalty: 3626.695557
	Iteration 6Q: 3 clusters Score -100952.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100988.843750 Penalty: 3626.695557
	Iteration 7Q: 3 clusters Score -100988.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -101027.601562 Penalty: 3626.695557
	Iteration 8Q: 3 clusters Score -101027.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101056.179688 Penalty: 3626.695557
	Iteration 9Q: 3 clusters Score -101056.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101082.968750 Penalty: 3626.695557
	Iteration 10Q: 3 clusters Score -101083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -101109.296875 Penalty: 3626.695557
	Iteration 11Q: 3 clusters Score -101109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -101128.960938 Penalty: 3626.695557
	Iteration 12Q: 3 clusters Score -101129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101144.875000 Penalty: 3626.695557
	Iteration 13Q: 3 clusters Score -101144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101167.398438 Penalty: 3626.695557
	Iteration 14Q: 3 clusters Score -101167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101182.906250 Penalty: 3626.695557
	Iteration 15Q: 3 clusters Score -101182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101194.937500 Penalty: 3626.695557
	Iteration 16Q: 3 clusters Score -101194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101200.789062 Penalty: 3626.695557
	Iteration 17Q: 3 clusters Score -101200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101205.781250 Penalty: 3626.695557
	Iteration 18Q: 3 clusters Score -101205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101207.015625 Penalty: 3626.695557
	Iteration 19Q: 3 clusters Score -101207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101208.867188 Penalty: 3626.695557
	Iteration 20F: 3 clusters Score -101208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -101211.640625 Penalty: 3626.695557
	Iteration 21Q: 3 clusters Score -101211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -101219.906250 Penalty: 3626.695557
	Iteration 22Q: 3 clusters Score -101219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -101235.265625 Penalty: 3626.695557
	Iteration 23Q: 3 clusters Score -101235.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101254.898438 Penalty: 3626.695557
	Iteration 24Q: 3 clusters Score -101254.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101273.890625 Penalty: 3626.695557
	Iteration 25Q: 3 clusters Score -101273.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101291.960938 Penalty: 3626.695557
	Iteration 26Q: 3 clusters Score -101292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -101321.656250 Penalty: 3626.695557
	Iteration 27Q: 3 clusters Score -101321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101331.835938 Penalty: 3626.695557
	Iteration 28Q: 3 clusters Score -101331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -101338.187500 Penalty: 3626.695557
	Iteration 29Q: 3 clusters Score -101338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -101340.445312 Penalty: 3626.695557
	Iteration 30Q: 3 clusters Score -101340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -101341.875000 Penalty: 3626.695557
	Iteration 31Q: 3 clusters Score -101341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -101342.757812 Penalty: 3626.695557
	Iteration 32Q: 3 clusters Score -101342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101343.273438 Penalty: 3626.695557
	Iteration 33Q: 3 clusters Score -101343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101343.273438 Penalty: 3626.695557
	Iteration 34F: 3 clusters Score -101343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -136213.312500 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -136213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133757.703125 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -133757.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -134240.968750 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -134241 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134408.156250 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -134408.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134526.359375 Penalty: 3719.164551
	Iteration 3F: 3 clusters Score -134526.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134646.843750 Penalty: 3719.164551
	Iteration 4Q: 3 clusters Score -134646.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -134743.906250 Penalty: 3719.164551
	Iteration 5Q: 3 clusters Score -134743.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -134822.500000 Penalty: 3719.164551
	Iteration 6Q: 3 clusters Score -134822.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134879.046875 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -134879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -134906.093750 Penalty: 3719.164551
	Iteration 8Q: 3 clusters Score -134906.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -134932.406250 Penalty: 3719.164551
	Iteration 9Q: 3 clusters Score -134932.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134958.625000 Penalty: 3719.164551
	Iteration 10Q: 3 clusters Score -134958.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -134976.125000 Penalty: 3719.164551
	Iteration 11Q: 3 clusters Score -134976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -134989.000000 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -134989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135007.921875 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -135007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -135016.546875 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -135016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135023.859375 Penalty: 3719.164551
	Iteration 15Q: 3 clusters Score -135023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -135029.796875 Penalty: 3719.164551
	Iteration 16Q: 3 clusters Score -135029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135032.906250 Penalty: 3719.164551
	Iteration 17Q: 3 clusters Score -135032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135034.593750 Penalty: 3719.164551
	Iteration 18Q: 3 clusters Score -135034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135034.671875 Penalty: 3719.164551
	Iteration 19Q: 3 clusters Score -135034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135036.328125 Penalty: 3719.164551
	Iteration 20F: 3 clusters Score -135036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135039.093750 Penalty: 3719.164551
	Iteration 21Q: 3 clusters Score -135039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135040.640625 Penalty: 3719.164551
	Iteration 22Q: 3 clusters Score -135040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135042.421875 Penalty: 3719.164551
	Iteration 23Q: 3 clusters Score -135042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -135042.421875 Penalty: 3719.164551
	Iteration 24F: 3 clusters Score -135042.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -116888.882812 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -116888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -114602.851562 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -114602.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -114944.398438 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -114944.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115054.250000 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -115054.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -115164.828125 Penalty: 3622.706055
	Iteration 3Q: 3 clusters Score -115164.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115270.789062 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -115270.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -115345.156250 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -115345.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -115388.804688 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -115388.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -115424.328125 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -115424.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -115443.234375 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -115443.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -115457.593750 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -115457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115470.992188 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -115471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -115482.929688 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -115482.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115495.757812 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -115495.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -115515.601562 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -115515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -115533.671875 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -115533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -115549.929688 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -115549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -115570.343750 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -115570.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -115584.257812 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -115584.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -115601.109375 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -115601.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -115613.898438 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -115613.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -115621.601562 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -115621.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115631.695312 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -115631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -115642.539062 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -115642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -115653.125000 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -115653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -115665.578125 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -115665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -115673.500000 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -115673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -115680.320312 Penalty: 3622.706055
	Iteration 26Q: 3 clusters Score -115680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -115687.453125 Penalty: 3622.706055
	Iteration 27Q: 3 clusters Score -115687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -115692.359375 Penalty: 3622.706055
	Iteration 28Q: 3 clusters Score -115692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -115695.718750 Penalty: 3622.706055
	Iteration 29Q: 3 clusters Score -115695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -115695.718750 Penalty: 3622.706055
	Iteration 30F: 3 clusters Score -115695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Entering Unmasked Estep 
Score: -849444.687500 Penalty: 2293.270264
	Iteration 0F: 2 clusters Score -849444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -841594.875000 Penalty: 4586.540527
	Iteration 0F: 3 clusters Score -841594.9 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -843927.500000 Penalty: 4586.540527
	Iteration 1F: 3 clusters Score -843927.5 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -844236.562500 Penalty: 4586.540527
	Iteration 2F: 3 clusters Score -844236.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -844440.062500 Penalty: 4586.540527
	Iteration 3Q: 3 clusters Score -844440.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -844619.250000 Penalty: 4586.540527
	Iteration 4Q: 3 clusters Score -844619.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -844793.437500 Penalty: 4586.540527
	Iteration 5Q: 3 clusters Score -844793.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -844973.500000 Penalty: 4586.540527
	Iteration 6Q: 3 clusters Score -844973.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -845180.187500 Penalty: 4586.540527
	Iteration 7Q: 3 clusters Score -845180.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -845415.562500 Penalty: 4586.540527
	Iteration 8Q: 3 clusters Score -845415.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -845689.437500 Penalty: 4586.540527
	Iteration 9Q: 3 clusters Score -845689.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -845966.187500 Penalty: 4586.540527
	Iteration 10Q: 3 clusters Score -845966.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -846201.312500 Penalty: 4586.540527
	Iteration 11Q: 3 clusters Score -846201.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -846422.375000 Penalty: 4586.540527
	Iteration 12Q: 3 clusters Score -846422.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -846572.000000 Penalty: 4586.540527
	Iteration 13Q: 3 clusters Score -846572 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -846668.562500 Penalty: 4586.540527
	Iteration 14Q: 3 clusters Score -846668.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -846734.125000 Penalty: 4586.540527
	Iteration 15Q: 3 clusters Score -846734.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -846781.062500 Penalty: 4586.540527
	Iteration 16Q: 3 clusters Score -846781.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -846807.562500 Penalty: 4586.540527
	Iteration 17Q: 3 clusters Score -846807.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -846826.812500 Penalty: 4586.540527
	Iteration 18Q: 3 clusters Score -846826.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -846838.375000 Penalty: 4586.540527
	Iteration 19Q: 3 clusters Score -846838.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -846854.062500 Penalty: 4586.540527
	Iteration 20F: 3 clusters Score -846854.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -846864.625000 Penalty: 4586.540527
	Iteration 21Q: 3 clusters Score -846864.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -846876.375000 Penalty: 4586.540527
	Iteration 22Q: 3 clusters Score -846876.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -846884.375000 Penalty: 4586.540527
	Iteration 23Q: 3 clusters Score -846884.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -846887.875000 Penalty: 4586.540527
	Iteration 24Q: 3 clusters Score -846887.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -846892.625000 Penalty: 4586.540527
	Iteration 25Q: 3 clusters Score -846892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -846893.125000 Penalty: 4586.540527
	Iteration 26Q: 3 clusters Score -846893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -846896.875000 Penalty: 4586.540527
	Iteration 27Q: 3 clusters Score -846896.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -846903.312500 Penalty: 4586.540527
	Iteration 28Q: 3 clusters Score -846903.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -846909.437500 Penalty: 4586.540527
	Iteration 29Q: 3 clusters Score -846909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -846909.437500 Penalty: 4586.540527
	Iteration 30Q: 3 clusters Score -846909.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -846914.437500 Penalty: 4586.540527
	Iteration 31Q: 3 clusters Score -846914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -846915.812500 Penalty: 4586.540527
	Iteration 32Q: 3 clusters Score -846915.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -846918.500000 Penalty: 4586.540527
	Iteration 33Q: 3 clusters Score -846918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -846920.250000 Penalty: 4586.540527
	Iteration 34Q: 3 clusters Score -846920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -846921.250000 Penalty: 4586.540527
	Iteration 35Q: 3 clusters Score -846921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -846921.062500 Penalty: 4586.540527
	Iteration 36Q: 3 clusters Score -846921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -846922.875000 Penalty: 4586.540527
	Iteration 37Q: 3 clusters Score -846922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -846926.875000 Penalty: 4586.540527
	Iteration 38Q: 3 clusters Score -846926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -846926.687500 Penalty: 4586.540527
	Iteration 39Q: 3 clusters Score -846926.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -846929.500000 Penalty: 4586.540527
	Iteration 40F: 3 clusters Score -846929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -846931.437500 Penalty: 4586.540527
	Iteration 41Q: 3 clusters Score -846931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -846931.562500 Penalty: 4586.540527
	Iteration 42Q: 3 clusters Score -846931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -846930.687500 Penalty: 4586.540527
	Iteration 43Q: 3 clusters Score -846930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -846930.875000 Penalty: 4586.540527
	Iteration 44Q: 3 clusters Score -846930.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -846932.500000 Penalty: 4586.540527
	Iteration 45Q: 3 clusters Score -846932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -846934.812500 Penalty: 4586.540527
	Iteration 46Q: 3 clusters Score -846934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -846934.875000 Penalty: 4586.540527
	Iteration 47Q: 3 clusters Score -846934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -846936.312500 Penalty: 4586.540527
	Iteration 48Q: 3 clusters Score -846936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -846936.312500 Penalty: 4586.540527
	Iteration 49Q: 3 clusters Score -846936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -846937.812500 Penalty: 4586.540527
	Iteration 50Q: 3 clusters Score -846937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -846939.000000 Penalty: 4586.540527
	Iteration 51Q: 3 clusters Score -846939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -846938.562500 Penalty: 4586.540527
	Iteration 52Q: 3 clusters Score -846938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -846938.000000 Penalty: 4586.540527
	Iteration 53Q: 3 clusters Score -846938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -846939.437500 Penalty: 4586.540527
	Iteration 54Q: 3 clusters Score -846939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -846939.312500 Penalty: 4586.540527
	Iteration 55Q: 3 clusters Score -846939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -846939.375000 Penalty: 4586.540527
	Iteration 56Q: 3 clusters Score -846939.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -846939.937500 Penalty: 4586.540527
	Iteration 57Q: 3 clusters Score -846939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -846941.875000 Penalty: 4586.540527
	Iteration 58Q: 3 clusters Score -846941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -846940.875000 Penalty: 4586.540527
	Iteration 59Q: 3 clusters Score -846940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -846941.750000 Penalty: 4586.540527
	Iteration 60F: 3 clusters Score -846941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -846941.062500 Penalty: 4586.540527
	Iteration 61Q: 3 clusters Score -846941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -846941.062500 Penalty: 4586.540527
	Iteration 62F: 3 clusters Score -846941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Entering Unmasked Estep 
Score: -1764938.625000 Penalty: 2477.391602
	Iteration 0F: 2 clusters Score -1764939 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 10947 members 
Entering Unmasked Estep 
Score: -1749740.750000 Penalty: 4954.783203
	Iteration 0F: 3 clusters Score -1749741 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1754911.500000 Penalty: 4954.783203
	Iteration 1F: 3 clusters Score -1754912 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1755360.625000 Penalty: 4954.783203
	Iteration 2F: 3 clusters Score -1755361 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1755736.625000 Penalty: 4954.783203
	Iteration 3Q: 3 clusters Score -1755737 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1756087.750000 Penalty: 4954.783203
	Iteration 4Q: 3 clusters Score -1756088 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1756542.250000 Penalty: 4954.783203
	Iteration 5Q: 3 clusters Score -1756542 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1757099.375000 Penalty: 4954.783203
	Iteration 6Q: 3 clusters Score -1757099 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1757727.250000 Penalty: 4954.783203
	Iteration 7F: 3 clusters Score -1757727 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1758468.250000 Penalty: 4954.783203
	Iteration 8F: 3 clusters Score -1758468 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1759257.875000 Penalty: 4954.783203
	Iteration 9F: 3 clusters Score -1759258 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1759938.875000 Penalty: 4954.783203
	Iteration 10F: 3 clusters Score -1759939 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1760514.500000 Penalty: 4954.783203
	Iteration 11Q: 3 clusters Score -1760514 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1761061.500000 Penalty: 4954.783203
	Iteration 12Q: 3 clusters Score -1761062 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -1761503.000000 Penalty: 4954.783203
	Iteration 13Q: 3 clusters Score -1761503 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1761842.375000 Penalty: 4954.783203
	Iteration 14Q: 3 clusters Score -1761842 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1762107.625000 Penalty: 4954.783203
	Iteration 15Q: 3 clusters Score -1762108 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1762291.000000 Penalty: 4954.783203
	Iteration 16Q: 3 clusters Score -1762291 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -1762425.875000 Penalty: 4954.783203
	Iteration 17Q: 3 clusters Score -1762426 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1762549.750000 Penalty: 4954.783203
	Iteration 18Q: 3 clusters Score -1762550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -1762630.875000 Penalty: 4954.783203
	Iteration 19Q: 3 clusters Score -1762631 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1762666.500000 Penalty: 4954.783203
	Iteration 20F: 3 clusters Score -1762666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1762714.125000 Penalty: 4954.783203
	Iteration 21Q: 3 clusters Score -1762714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1762747.625000 Penalty: 4954.783203
	Iteration 22Q: 3 clusters Score -1762748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1762773.625000 Penalty: 4954.783203
	Iteration 23Q: 3 clusters Score -1762774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -1762792.500000 Penalty: 4954.783203
	Iteration 24Q: 3 clusters Score -1762792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -1762802.875000 Penalty: 4954.783203
	Iteration 25Q: 3 clusters Score -1762803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -1762809.375000 Penalty: 4954.783203
	Iteration 26Q: 3 clusters Score -1762809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1762817.000000 Penalty: 4954.783203
	Iteration 27Q: 3 clusters Score -1762817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -1762817.875000 Penalty: 4954.783203
	Iteration 28Q: 3 clusters Score -1762818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1762819.875000 Penalty: 4954.783203
	Iteration 29Q: 3 clusters Score -1762820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1762828.125000 Penalty: 4954.783203
	Iteration 30Q: 3 clusters Score -1762828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1762833.250000 Penalty: 4954.783203
	Iteration 31Q: 3 clusters Score -1762833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -1762836.000000 Penalty: 4954.783203
	Iteration 32Q: 3 clusters Score -1762836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1762845.375000 Penalty: 4954.783203
	Iteration 33Q: 3 clusters Score -1762845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1762849.500000 Penalty: 4954.783203
	Iteration 34Q: 3 clusters Score -1762850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1762854.250000 Penalty: 4954.783203
	Iteration 35Q: 3 clusters Score -1762854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -1762856.125000 Penalty: 4954.783203
	Iteration 36Q: 3 clusters Score -1762856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1762858.500000 Penalty: 4954.783203
	Iteration 37Q: 3 clusters Score -1762858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1762858.500000 Penalty: 4954.783203
	Iteration 38F: 3 clusters Score -1762858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -366768.062500 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -366768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -362597.250000 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -362597.2 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -363468.406250 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -363468.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -363645.187500 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -363645.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -363756.375000 Penalty: 4165.946289
	Iteration 3Q: 3 clusters Score -363756.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -363831.812500 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -363831.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -363891.718750 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -363891.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -363930.812500 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -363930.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -363966.468750 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -363966.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -363999.312500 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -363999.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -364022.000000 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -364022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -364048.343750 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -364048.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -364079.250000 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -364079.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -364107.531250 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -364107.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -364136.750000 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -364136.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -364182.781250 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -364182.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -364218.000000 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -364218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -364241.781250 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -364241.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -364260.968750 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -364261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -364280.875000 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -364280.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -364299.437500 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -364299.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -364314.500000 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -364314.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -364330.531250 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -364330.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -364345.843750 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -364345.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -364354.875000 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -364354.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -364360.531250 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -364360.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -364367.312500 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -364367.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -364376.843750 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -364376.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364387.125000 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -364387.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -364396.687500 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -364396.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -364403.125000 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -364403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -364405.906250 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -364405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -364410.093750 Penalty: 4165.946289
	Iteration 31Q: 3 clusters Score -364410.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -364418.843750 Penalty: 4165.946289
	Iteration 32Q: 3 clusters Score -364418.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -364430.437500 Penalty: 4165.946289
	Iteration 33Q: 3 clusters Score -364430.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -364439.093750 Penalty: 4165.946289
	Iteration 34Q: 3 clusters Score -364439.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364444.375000 Penalty: 4165.946289
	Iteration 35Q: 3 clusters Score -364444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -364449.718750 Penalty: 4165.946289
	Iteration 36Q: 3 clusters Score -364449.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364457.500000 Penalty: 4165.946289
	Iteration 37Q: 3 clusters Score -364457.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -364465.625000 Penalty: 4165.946289
	Iteration 38Q: 3 clusters Score -364465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -364471.406250 Penalty: 4165.946289
	Iteration 39Q: 3 clusters Score -364471.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -364480.968750 Penalty: 4165.946289
	Iteration 40F: 3 clusters Score -364481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -364491.218750 Penalty: 4165.946289
	Iteration 41Q: 3 clusters Score -364491.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -364500.062500 Penalty: 4165.946289
	Iteration 42Q: 3 clusters Score -364500.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -364506.500000 Penalty: 4165.946289
	Iteration 43Q: 3 clusters Score -364506.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -364512.906250 Penalty: 4165.946289
	Iteration 44Q: 3 clusters Score -364512.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -364520.593750 Penalty: 4165.946289
	Iteration 45Q: 3 clusters Score -364520.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -364531.343750 Penalty: 4165.946289
	Iteration 46Q: 3 clusters Score -364531.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -364542.656250 Penalty: 4165.946289
	Iteration 47Q: 3 clusters Score -364542.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -364556.531250 Penalty: 4165.946289
	Iteration 48Q: 3 clusters Score -364556.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -364578.968750 Penalty: 4165.946289
	Iteration 49Q: 3 clusters Score -364579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -364600.406250 Penalty: 4165.946289
	Iteration 50Q: 3 clusters Score -364600.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -364620.375000 Penalty: 4165.946289
	Iteration 51Q: 3 clusters Score -364620.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -364642.250000 Penalty: 4165.946289
	Iteration 52Q: 3 clusters Score -364642.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -364662.187500 Penalty: 4165.946289
	Iteration 53Q: 3 clusters Score -364662.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -364677.750000 Penalty: 4165.946289
	Iteration 54Q: 3 clusters Score -364677.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -364690.531250 Penalty: 4165.946289
	Iteration 55Q: 3 clusters Score -364690.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -364702.062500 Penalty: 4165.946289
	Iteration 56Q: 3 clusters Score -364702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -364710.437500 Penalty: 4165.946289
	Iteration 57Q: 3 clusters Score -364710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -364716.625000 Penalty: 4165.946289
	Iteration 58Q: 3 clusters Score -364716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -364721.500000 Penalty: 4165.946289
	Iteration 59Q: 3 clusters Score -364721.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -364730.187500 Penalty: 4165.946289
	Iteration 60F: 3 clusters Score -364730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -364736.937500 Penalty: 4165.946289
	Iteration 61Q: 3 clusters Score -364736.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -364745.031250 Penalty: 4165.946289
	Iteration 62Q: 3 clusters Score -364745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -364756.281250 Penalty: 4165.946289
	Iteration 63Q: 3 clusters Score -364756.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -364763.125000 Penalty: 4165.946289
	Iteration 64Q: 3 clusters Score -364763.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -364769.625000 Penalty: 4165.946289
	Iteration 65Q: 3 clusters Score -364769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -364773.406250 Penalty: 4165.946289
	Iteration 66Q: 3 clusters Score -364773.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -364778.000000 Penalty: 4165.946289
	Iteration 67Q: 3 clusters Score -364778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -364783.562500 Penalty: 4165.946289
	Iteration 68Q: 3 clusters Score -364783.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -364792.187500 Penalty: 4165.946289
	Iteration 69Q: 3 clusters Score -364792.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -364801.281250 Penalty: 4165.946289
	Iteration 70Q: 3 clusters Score -364801.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -364811.468750 Penalty: 4165.946289
	Iteration 71Q: 3 clusters Score -364811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -364820.062500 Penalty: 4165.946289
	Iteration 72Q: 3 clusters Score -364820.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -364830.968750 Penalty: 4165.946289
	Iteration 73Q: 3 clusters Score -364831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -364841.656250 Penalty: 4165.946289
	Iteration 74Q: 3 clusters Score -364841.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -364852.437500 Penalty: 4165.946289
	Iteration 75Q: 3 clusters Score -364852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -364858.187500 Penalty: 4165.946289
	Iteration 76Q: 3 clusters Score -364858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -364862.500000 Penalty: 4165.946289
	Iteration 77Q: 3 clusters Score -364862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -364867.562500 Penalty: 4165.946289
	Iteration 78Q: 3 clusters Score -364867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -364869.250000 Penalty: 4165.946289
	Iteration 79Q: 3 clusters Score -364869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -364872.625000 Penalty: 4165.946289
	Iteration 80F: 3 clusters Score -364872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -364878.468750 Penalty: 4165.946289
	Iteration 81Q: 3 clusters Score -364878.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -364885.750000 Penalty: 4165.946289
	Iteration 82Q: 3 clusters Score -364885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -364891.468750 Penalty: 4165.946289
	Iteration 83Q: 3 clusters Score -364891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -364895.312500 Penalty: 4165.946289
	Iteration 84Q: 3 clusters Score -364895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -364902.906250 Penalty: 4165.946289
	Iteration 85Q: 3 clusters Score -364902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -364908.437500 Penalty: 4165.946289
	Iteration 86Q: 3 clusters Score -364908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -364912.468750 Penalty: 4165.946289
	Iteration 87Q: 3 clusters Score -364912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -364914.625000 Penalty: 4165.946289
	Iteration 88Q: 3 clusters Score -364914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -364917.781250 Penalty: 4165.946289
	Iteration 89Q: 3 clusters Score -364917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -364919.406250 Penalty: 4165.946289
	Iteration 90Q: 3 clusters Score -364919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -364922.531250 Penalty: 4165.946289
	Iteration 91Q: 3 clusters Score -364922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -364928.781250 Penalty: 4165.946289
	Iteration 92Q: 3 clusters Score -364928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -364936.125000 Penalty: 4165.946289
	Iteration 93Q: 3 clusters Score -364936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -364946.843750 Penalty: 4165.946289
	Iteration 94Q: 3 clusters Score -364946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -364954.656250 Penalty: 4165.946289
	Iteration 95Q: 3 clusters Score -364954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -364961.250000 Penalty: 4165.946289
	Iteration 96Q: 3 clusters Score -364961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -364964.531250 Penalty: 4165.946289
	Iteration 97Q: 3 clusters Score -364964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -364971.406250 Penalty: 4165.946289
	Iteration 98Q: 3 clusters Score -364971.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -364975.500000 Penalty: 4165.946289
	Iteration 99Q: 3 clusters Score -364975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -364980.281250 Penalty: 4165.946289
	Iteration 100F: 3 clusters Score -364980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -364984.437500 Penalty: 4165.946289
	Iteration 101Q: 3 clusters Score -364984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -364985.718750 Penalty: 4165.946289
	Iteration 102Q: 3 clusters Score -364985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -364986.562500 Penalty: 4165.946289
	Iteration 103Q: 3 clusters Score -364986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -364987.656250 Penalty: 4165.946289
	Iteration 104Q: 3 clusters Score -364987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -364989.718750 Penalty: 4165.946289
	Iteration 105Q: 3 clusters Score -364989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -364991.593750 Penalty: 4165.946289
	Iteration 106Q: 3 clusters Score -364991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -364992.500000 Penalty: 4165.946289
	Iteration 107Q: 3 clusters Score -364992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -364992.500000 Penalty: 4165.946289
	Iteration 108F: 3 clusters Score -364992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -250080.750000 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -250080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -246788.687500 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -246788.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -247443.609375 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -247443.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -247611.453125 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -247611.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -247755.671875 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -247755.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -247930.671875 Penalty: 3984.533447
	Iteration 4Q: 3 clusters Score -247930.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -248039.843750 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -248039.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -248112.859375 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -248112.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -248169.843750 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -248169.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -248213.546875 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -248213.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -248258.203125 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -248258.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -248302.890625 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -248302.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -248351.750000 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -248351.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -248390.921875 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -248390.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -248430.296875 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -248430.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -248472.218750 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -248472.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -248511.359375 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -248511.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -248554.562500 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -248554.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -248611.156250 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -248611.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -248690.718750 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -248690.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -248770.203125 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -248770.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -248836.750000 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -248836.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -248888.453125 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -248888.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -248925.578125 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -248925.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -248960.812500 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -248960.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -248985.968750 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -248986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -249007.078125 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -249007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -249021.437500 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -249021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -249037.828125 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -249037.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -249058.500000 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -249058.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -249098.203125 Penalty: 3984.533447
	Iteration 29Q: 3 clusters Score -249098.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -249152.859375 Penalty: 3984.533447
	Iteration 30Q: 3 clusters Score -249152.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -249231.265625 Penalty: 3984.533447
	Iteration 31Q: 3 clusters Score -249231.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -249295.093750 Penalty: 3984.533447
	Iteration 32Q: 3 clusters Score -249295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -249335.781250 Penalty: 3984.533447
	Iteration 33Q: 3 clusters Score -249335.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -249359.953125 Penalty: 3984.533447
	Iteration 34Q: 3 clusters Score -249360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -249374.562500 Penalty: 3984.533447
	Iteration 35Q: 3 clusters Score -249374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -249381.109375 Penalty: 3984.533447
	Iteration 36Q: 3 clusters Score -249381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -249384.281250 Penalty: 3984.533447
	Iteration 37Q: 3 clusters Score -249384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -249385.625000 Penalty: 3984.533447
	Iteration 38Q: 3 clusters Score -249385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -249386.546875 Penalty: 3984.533447
	Iteration 39Q: 3 clusters Score -249386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -249387.078125 Penalty: 3984.533447
	Iteration 40F: 3 clusters Score -249387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Entering Unmasked Estep 
Score: -1064869.250000 Penalty: 2343.850342
	Iteration 0F: 2 clusters Score -1064869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1055546.125000 Penalty: 4687.700684
	Iteration 0F: 3 clusters Score -1055546 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1058508.500000 Penalty: 4687.700684
	Iteration 1F: 3 clusters Score -1058508 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1058907.250000 Penalty: 4687.700684
	Iteration 2F: 3 clusters Score -1058907 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1059200.625000 Penalty: 4687.700684
	Iteration 3F: 3 clusters Score -1059201 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1059492.000000 Penalty: 4687.700684
	Iteration 4Q: 3 clusters Score -1059492 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1059806.250000 Penalty: 4687.700684
	Iteration 5Q: 3 clusters Score -1059806 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1060134.000000 Penalty: 4687.700684
	Iteration 6Q: 3 clusters Score -1060134 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1060515.750000 Penalty: 4687.700684
	Iteration 7Q: 3 clusters Score -1060516 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1060923.000000 Penalty: 4687.700684
	Iteration 8Q: 3 clusters Score -1060923 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1061342.375000 Penalty: 4687.700684
	Iteration 9Q: 3 clusters Score -1061342 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1061734.250000 Penalty: 4687.700684
	Iteration 10Q: 3 clusters Score -1061734 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1062034.625000 Penalty: 4687.700684
	Iteration 11Q: 3 clusters Score -1062035 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1062235.125000 Penalty: 4687.700684
	Iteration 12Q: 3 clusters Score -1062235 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1062369.750000 Penalty: 4687.700684
	Iteration 13Q: 3 clusters Score -1062370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1062473.750000 Penalty: 4687.700684
	Iteration 14Q: 3 clusters Score -1062474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1062560.500000 Penalty: 4687.700684
	Iteration 15Q: 3 clusters Score -1062560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1062614.875000 Penalty: 4687.700684
	Iteration 16Q: 3 clusters Score -1062615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1062668.250000 Penalty: 4687.700684
	Iteration 17Q: 3 clusters Score -1062668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1062711.375000 Penalty: 4687.700684
	Iteration 18Q: 3 clusters Score -1062711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1062748.250000 Penalty: 4687.700684
	Iteration 19Q: 3 clusters Score -1062748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1062772.000000 Penalty: 4687.700684
	Iteration 20F: 3 clusters Score -1062772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1062802.375000 Penalty: 4687.700684
	Iteration 21Q: 3 clusters Score -1062802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1062818.125000 Penalty: 4687.700684
	Iteration 22Q: 3 clusters Score -1062818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1062842.250000 Penalty: 4687.700684
	Iteration 23Q: 3 clusters Score -1062842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1062865.875000 Penalty: 4687.700684
	Iteration 24Q: 3 clusters Score -1062866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1062880.000000 Penalty: 4687.700684
	Iteration 25Q: 3 clusters Score -1062880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1062890.125000 Penalty: 4687.700684
	Iteration 26Q: 3 clusters Score -1062890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1062895.625000 Penalty: 4687.700684
	Iteration 27Q: 3 clusters Score -1062896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1062904.375000 Penalty: 4687.700684
	Iteration 28Q: 3 clusters Score -1062904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1062912.375000 Penalty: 4687.700684
	Iteration 29Q: 3 clusters Score -1062912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1062918.500000 Penalty: 4687.700684
	Iteration 30Q: 3 clusters Score -1062918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1062922.875000 Penalty: 4687.700684
	Iteration 31Q: 3 clusters Score -1062923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1062924.375000 Penalty: 4687.700684
	Iteration 32Q: 3 clusters Score -1062924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1062927.875000 Penalty: 4687.700684
	Iteration 33Q: 3 clusters Score -1062928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1062928.875000 Penalty: 4687.700684
	Iteration 34Q: 3 clusters Score -1062929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1062932.375000 Penalty: 4687.700684
	Iteration 35Q: 3 clusters Score -1062932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1062932.125000 Penalty: 4687.700684
	Iteration 36Q: 3 clusters Score -1062932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1062934.750000 Penalty: 4687.700684
	Iteration 37Q: 3 clusters Score -1062935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1062941.500000 Penalty: 4687.700684
	Iteration 38Q: 3 clusters Score -1062942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1062942.875000 Penalty: 4687.700684
	Iteration 39Q: 3 clusters Score -1062943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1062946.625000 Penalty: 4687.700684
	Iteration 40F: 3 clusters Score -1062947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1062948.125000 Penalty: 4687.700684
	Iteration 41Q: 3 clusters Score -1062948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1062948.125000 Penalty: 4687.700684
	Iteration 42F: 3 clusters Score -1062948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -107172.695312 Penalty: 1839.857666
	Iteration 0F: 2 clusters Score -107172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -104785.695312 Penalty: 3679.715332
	Iteration 0F: 3 clusters Score -104785.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105286.546875 Penalty: 3679.715332
	Iteration 1F: 3 clusters Score -105286.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -105475.507812 Penalty: 3679.715332
	Iteration 2F: 3 clusters Score -105475.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105591.781250 Penalty: 3679.715332
	Iteration 3F: 3 clusters Score -105591.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -105689.695312 Penalty: 3679.715332
	Iteration 4Q: 3 clusters Score -105689.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105763.171875 Penalty: 3679.715332
	Iteration 5Q: 3 clusters Score -105763.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -105806.210938 Penalty: 3679.715332
	Iteration 6Q: 3 clusters Score -105806.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -105839.757812 Penalty: 3679.715332
	Iteration 7Q: 3 clusters Score -105839.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -105871.023438 Penalty: 3679.715332
	Iteration 8Q: 3 clusters Score -105871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105903.367188 Penalty: 3679.715332
	Iteration 9Q: 3 clusters Score -105903.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105925.726562 Penalty: 3679.715332
	Iteration 10Q: 3 clusters Score -105925.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105939.812500 Penalty: 3679.715332
	Iteration 11Q: 3 clusters Score -105939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105948.757812 Penalty: 3679.715332
	Iteration 12Q: 3 clusters Score -105948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105957.960938 Penalty: 3679.715332
	Iteration 13Q: 3 clusters Score -105958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105971.234375 Penalty: 3679.715332
	Iteration 14Q: 3 clusters Score -105971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105980.203125 Penalty: 3679.715332
	Iteration 15Q: 3 clusters Score -105980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105983.945312 Penalty: 3679.715332
	Iteration 16Q: 3 clusters Score -105983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105990.484375 Penalty: 3679.715332
	Iteration 17Q: 3 clusters Score -105990.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106003.335938 Penalty: 3679.715332
	Iteration 18Q: 3 clusters Score -106003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106019.687500 Penalty: 3679.715332
	Iteration 19Q: 3 clusters Score -106019.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106033.679688 Penalty: 3679.715332
	Iteration 20F: 3 clusters Score -106033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106044.328125 Penalty: 3679.715332
	Iteration 21Q: 3 clusters Score -106044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106051.007812 Penalty: 3679.715332
	Iteration 22Q: 3 clusters Score -106051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106054.234375 Penalty: 3679.715332
	Iteration 23Q: 3 clusters Score -106054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106054.945312 Penalty: 3679.715332
	Iteration 24Q: 3 clusters Score -106054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106054.945312 Penalty: 3679.715332
	Iteration 25F: 3 clusters Score -106054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -65914.804688 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -65914.8 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 463 members 
Entering Unmasked Estep 
Score: -64084.464844 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -64084.46 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64319.148438 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -64319.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64385.089844 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -64385.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -64436.050781 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -64436.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -64487.195312 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -64487.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64539.230469 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -64539.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64583.847656 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -64583.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -64606.593750 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -64606.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64618.304688 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -64618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64624.589844 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -64624.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64632.621094 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -64632.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -64635.835938 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -64635.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64641.750000 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -64641.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64647.902344 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -64647.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64654.691406 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -64654.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -64661.203125 Penalty: 3345.637207
	Iteration 15Q: 3 clusters Score -64661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -64661.203125 Penalty: 3345.637207
	Iteration 16F: 3 clusters Score -64661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Entering Unmasked Estep 
Score: -1871546.750000 Penalty: 2485.594482
	Iteration 0F: 2 clusters Score -1871547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1855873.375000 Penalty: 4971.188965
	Iteration 0F: 3 clusters Score -1855873 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1861244.875000 Penalty: 4971.188965
	Iteration 1F: 3 clusters Score -1861245 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1861718.875000 Penalty: 4971.188965
	Iteration 2F: 3 clusters Score -1861719 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1862095.500000 Penalty: 4971.188965
	Iteration 3Q: 3 clusters Score -1862096 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1862409.125000 Penalty: 4971.188965
	Iteration 4Q: 3 clusters Score -1862409 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1862721.125000 Penalty: 4971.188965
	Iteration 5Q: 3 clusters Score -1862721 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1863023.750000 Penalty: 4971.188965
	Iteration 6Q: 3 clusters Score -1863024 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1863358.625000 Penalty: 4971.188965
	Iteration 7Q: 3 clusters Score -1863359 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1863742.625000 Penalty: 4971.188965
	Iteration 8Q: 3 clusters Score -1863743 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1864133.750000 Penalty: 4971.188965
	Iteration 9Q: 3 clusters Score -1864134 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1864546.625000 Penalty: 4971.188965
	Iteration 10Q: 3 clusters Score -1864547 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1864925.375000 Penalty: 4971.188965
	Iteration 11Q: 3 clusters Score -1864925 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1865320.375000 Penalty: 4971.188965
	Iteration 12Q: 3 clusters Score -1865320 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1865704.500000 Penalty: 4971.188965
	Iteration 13Q: 3 clusters Score -1865704 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1866056.125000 Penalty: 4971.188965
	Iteration 14Q: 3 clusters Score -1866056 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1866428.875000 Penalty: 4971.188965
	Iteration 15Q: 3 clusters Score -1866429 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1866785.625000 Penalty: 4971.188965
	Iteration 16Q: 3 clusters Score -1866786 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1867078.125000 Penalty: 4971.188965
	Iteration 17Q: 3 clusters Score -1867078 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1867331.375000 Penalty: 4971.188965
	Iteration 18Q: 3 clusters Score -1867331 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1867538.500000 Penalty: 4971.188965
	Iteration 19Q: 3 clusters Score -1867538 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1867689.750000 Penalty: 4971.188965
	Iteration 20F: 3 clusters Score -1867690 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1867824.000000 Penalty: 4971.188965
	Iteration 21Q: 3 clusters Score -1867824 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1867935.375000 Penalty: 4971.188965
	Iteration 22Q: 3 clusters Score -1867935 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1868032.500000 Penalty: 4971.188965
	Iteration 23Q: 3 clusters Score -1868032 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1868140.500000 Penalty: 4971.188965
	Iteration 24Q: 3 clusters Score -1868140 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -1868249.250000 Penalty: 4971.188965
	Iteration 25Q: 3 clusters Score -1868249 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -1868309.250000 Penalty: 4971.188965
	Iteration 26Q: 3 clusters Score -1868309 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1868375.375000 Penalty: 4971.188965
	Iteration 27Q: 3 clusters Score -1868375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1868452.250000 Penalty: 4971.188965
	Iteration 28Q: 3 clusters Score -1868452 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1868508.125000 Penalty: 4971.188965
	Iteration 29Q: 3 clusters Score -1868508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1868586.750000 Penalty: 4971.188965
	Iteration 30Q: 3 clusters Score -1868587 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -1868670.375000 Penalty: 4971.188965
	Iteration 31Q: 3 clusters Score -1868670 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1868733.250000 Penalty: 4971.188965
	Iteration 32Q: 3 clusters Score -1868733 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -1868799.375000 Penalty: 4971.188965
	Iteration 33Q: 3 clusters Score -1868799 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1868856.750000 Penalty: 4971.188965
	Iteration 34Q: 3 clusters Score -1868857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1868914.125000 Penalty: 4971.188965
	Iteration 35Q: 3 clusters Score -1868914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1868961.500000 Penalty: 4971.188965
	Iteration 36Q: 3 clusters Score -1868962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1869004.250000 Penalty: 4971.188965
	Iteration 37Q: 3 clusters Score -1869004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -1869041.250000 Penalty: 4971.188965
	Iteration 38Q: 3 clusters Score -1869041 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1869081.125000 Penalty: 4971.188965
	Iteration 39Q: 3 clusters Score -1869081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -1869122.125000 Penalty: 4971.188965
	Iteration 40F: 3 clusters Score -1869122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -1869161.750000 Penalty: 4971.188965
	Iteration 41Q: 3 clusters Score -1869162 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1869196.375000 Penalty: 4971.188965
	Iteration 42Q: 3 clusters Score -1869196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1869231.250000 Penalty: 4971.188965
	Iteration 43Q: 3 clusters Score -1869231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -1869260.500000 Penalty: 4971.188965
	Iteration 44Q: 3 clusters Score -1869260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1869302.125000 Penalty: 4971.188965
	Iteration 45Q: 3 clusters Score -1869302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -1869337.375000 Penalty: 4971.188965
	Iteration 46Q: 3 clusters Score -1869337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1869363.125000 Penalty: 4971.188965
	Iteration 47Q: 3 clusters Score -1869363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -1869387.375000 Penalty: 4971.188965
	Iteration 48Q: 3 clusters Score -1869387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -1869411.875000 Penalty: 4971.188965
	Iteration 49Q: 3 clusters Score -1869412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -1869431.000000 Penalty: 4971.188965
	Iteration 50Q: 3 clusters Score -1869431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -1869441.000000 Penalty: 4971.188965
	Iteration 51Q: 3 clusters Score -1869441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1869448.875000 Penalty: 4971.188965
	Iteration 52Q: 3 clusters Score -1869449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -1869457.500000 Penalty: 4971.188965
	Iteration 53Q: 3 clusters Score -1869458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -1869467.250000 Penalty: 4971.188965
	Iteration 54Q: 3 clusters Score -1869467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1869473.750000 Penalty: 4971.188965
	Iteration 55Q: 3 clusters Score -1869474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1869481.625000 Penalty: 4971.188965
	Iteration 56Q: 3 clusters Score -1869482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -1869485.750000 Penalty: 4971.188965
	Iteration 57Q: 3 clusters Score -1869486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1869499.625000 Penalty: 4971.188965
	Iteration 58Q: 3 clusters Score -1869500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1869504.625000 Penalty: 4971.188965
	Iteration 59Q: 3 clusters Score -1869505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1869519.250000 Penalty: 4971.188965
	Iteration 60F: 3 clusters Score -1869519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1869523.625000 Penalty: 4971.188965
	Iteration 61Q: 3 clusters Score -1869524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1869530.500000 Penalty: 4971.188965
	Iteration 62Q: 3 clusters Score -1869530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -1869534.375000 Penalty: 4971.188965
	Iteration 63Q: 3 clusters Score -1869534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1869533.500000 Penalty: 4971.188965
	Iteration 64Q: 3 clusters Score -1869534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -1869533.875000 Penalty: 4971.188965
	Iteration 65Q: 3 clusters Score -1869534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -1869536.500000 Penalty: 4971.188965
	Iteration 66Q: 3 clusters Score -1869536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -1869536.250000 Penalty: 4971.188965
	Iteration 67Q: 3 clusters Score -1869536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -1869535.250000 Penalty: 4971.188965
	Iteration 68Q: 3 clusters Score -1869535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1869536.125000 Penalty: 4971.188965
	Iteration 69Q: 3 clusters Score -1869536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1869537.125000 Penalty: 4971.188965
	Iteration 70Q: 3 clusters Score -1869537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1869538.875000 Penalty: 4971.188965
	Iteration 71Q: 3 clusters Score -1869539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -1869540.875000 Penalty: 4971.188965
	Iteration 72Q: 3 clusters Score -1869541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -1869543.125000 Penalty: 4971.188965
	Iteration 73Q: 3 clusters Score -1869543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -1869545.250000 Penalty: 4971.188965
	Iteration 74Q: 3 clusters Score -1869545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -1869547.625000 Penalty: 4971.188965
	Iteration 75Q: 3 clusters Score -1869548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1869550.875000 Penalty: 4971.188965
	Iteration 76Q: 3 clusters Score -1869551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -1869553.500000 Penalty: 4971.188965
	Iteration 77Q: 3 clusters Score -1869554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -1869552.750000 Penalty: 4971.188965
	Iteration 78Q: 3 clusters Score -1869553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1869556.625000 Penalty: 4971.188965
	Iteration 79Q: 3 clusters Score -1869557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -1869557.000000 Penalty: 4971.188965
	Iteration 80F: 3 clusters Score -1869557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -1869557.125000 Penalty: 4971.188965
	Iteration 81Q: 3 clusters Score -1869557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -1869557.125000 Penalty: 4971.188965
	Iteration 82F: 3 clusters Score -1869557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -494402.250000 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -494402.2 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 3485 members 
Entering Unmasked Estep 
Score: -488783.750000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -488783.8 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -490337.500000 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -490337.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -490726.093750 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -490726.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -491024.750000 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -491024.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -491238.750000 Penalty: 4383.417969
	Iteration 4F: 3 clusters Score -491238.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -491369.750000 Penalty: 4383.417969
	Iteration 5Q: 3 clusters Score -491369.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -491477.625000 Penalty: 4383.417969
	Iteration 6Q: 3 clusters Score -491477.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -491554.250000 Penalty: 4383.417969
	Iteration 7Q: 3 clusters Score -491554.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -491605.500000 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -491605.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -491662.750000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -491662.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -491722.687500 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -491722.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -491776.656250 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -491776.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -491833.593750 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -491833.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -491899.250000 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -491899.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -491962.250000 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -491962.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -492039.625000 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -492039.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -492114.125000 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -492114.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -492188.093750 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -492188.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -492260.500000 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -492260.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -492332.062500 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -492332.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -492395.875000 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -492395.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -492453.875000 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -492453.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -492504.937500 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -492504.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -492553.843750 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -492553.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -492595.062500 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -492595.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -492619.218750 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -492619.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -492642.875000 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -492642.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -492667.343750 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -492667.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -492694.312500 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -492694.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -492724.468750 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -492724.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -492751.625000 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -492751.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -492777.562500 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -492777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -492795.500000 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -492795.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -492818.781250 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -492818.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -492836.093750 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -492836.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -492851.750000 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -492851.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -492865.812500 Penalty: 4383.417969
	Iteration 36Q: 3 clusters Score -492865.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -492880.093750 Penalty: 4383.417969
	Iteration 37Q: 3 clusters Score -492880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -492889.843750 Penalty: 4383.417969
	Iteration 38Q: 3 clusters Score -492889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -492893.312500 Penalty: 4383.417969
	Iteration 39Q: 3 clusters Score -492893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -492896.906250 Penalty: 4383.417969
	Iteration 40F: 3 clusters Score -492896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -492900.187500 Penalty: 4383.417969
	Iteration 41Q: 3 clusters Score -492900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -492904.031250 Penalty: 4383.417969
	Iteration 42Q: 3 clusters Score -492904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -492912.500000 Penalty: 4383.417969
	Iteration 43Q: 3 clusters Score -492912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -492924.125000 Penalty: 4383.417969
	Iteration 44Q: 3 clusters Score -492924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -492931.656250 Penalty: 4383.417969
	Iteration 45Q: 3 clusters Score -492931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -492936.187500 Penalty: 4383.417969
	Iteration 46Q: 3 clusters Score -492936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -492939.562500 Penalty: 4383.417969
	Iteration 47Q: 3 clusters Score -492939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -492942.875000 Penalty: 4383.417969
	Iteration 48Q: 3 clusters Score -492942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -492945.437500 Penalty: 4383.417969
	Iteration 49Q: 3 clusters Score -492945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -492949.718750 Penalty: 4383.417969
	Iteration 50Q: 3 clusters Score -492949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -492951.000000 Penalty: 4383.417969
	Iteration 51Q: 3 clusters Score -492951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -492952.468750 Penalty: 4383.417969
	Iteration 52Q: 3 clusters Score -492952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -492952.406250 Penalty: 4383.417969
	Iteration 53Q: 3 clusters Score -492952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -492953.593750 Penalty: 4383.417969
	Iteration 54Q: 3 clusters Score -492953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -492953.593750 Penalty: 4383.417969
	Iteration 55F: 3 clusters Score -492953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Entering Unmasked Estep 
Score: -796476.937500 Penalty: 2276.482666
	Iteration 0F: 2 clusters Score -796476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -789055.250000 Penalty: 4552.965332
	Iteration 0F: 3 clusters Score -789055.2 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -791215.750000 Penalty: 4552.965332
	Iteration 1F: 3 clusters Score -791215.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -791575.375000 Penalty: 4552.965332
	Iteration 2F: 3 clusters Score -791575.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -791862.937500 Penalty: 4552.965332
	Iteration 3F: 3 clusters Score -791862.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -792128.312500 Penalty: 4552.965332
	Iteration 4Q: 3 clusters Score -792128.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -792381.687500 Penalty: 4552.965332
	Iteration 5Q: 3 clusters Score -792381.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -792630.312500 Penalty: 4552.965332
	Iteration 6Q: 3 clusters Score -792630.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -792868.062500 Penalty: 4552.965332
	Iteration 7Q: 3 clusters Score -792868.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -793113.312500 Penalty: 4552.965332
	Iteration 8Q: 3 clusters Score -793113.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -793390.562500 Penalty: 4552.965332
	Iteration 9Q: 3 clusters Score -793390.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -793709.937500 Penalty: 4552.965332
	Iteration 10Q: 3 clusters Score -793709.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -794046.500000 Penalty: 4552.965332
	Iteration 11Q: 3 clusters Score -794046.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -794306.937500 Penalty: 4552.965332
	Iteration 12Q: 3 clusters Score -794306.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -794545.687500 Penalty: 4552.965332
	Iteration 13Q: 3 clusters Score -794545.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -794727.500000 Penalty: 4552.965332
	Iteration 14Q: 3 clusters Score -794727.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -794871.875000 Penalty: 4552.965332
	Iteration 15Q: 3 clusters Score -794871.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -795024.562500 Penalty: 4552.965332
	Iteration 16Q: 3 clusters Score -795024.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -795175.375000 Penalty: 4552.965332
	Iteration 17Q: 3 clusters Score -795175.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -795343.687500 Penalty: 4552.965332
	Iteration 18Q: 3 clusters Score -795343.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -795582.000000 Penalty: 4552.965332
	Iteration 19Q: 3 clusters Score -795582 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -795861.937500 Penalty: 4552.965332
	Iteration 20F: 3 clusters Score -795861.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -796130.875000 Penalty: 4552.965332
	Iteration 21Q: 3 clusters Score -796130.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -796339.500000 Penalty: 4552.965332
	Iteration 22Q: 3 clusters Score -796339.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -796492.375000 Penalty: 4552.965332
	Iteration 23Q: 3 clusters Score -796492.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -796614.687500 Penalty: 4552.965332
	Iteration 24Q: 3 clusters Score -796614.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -796693.500000 Penalty: 4552.965332
	Iteration 25Q: 3 clusters Score -796693.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -796730.375000 Penalty: 4552.965332
	Iteration 26Q: 3 clusters Score -796730.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -796750.125000 Penalty: 4552.965332
	Iteration 27Q: 3 clusters Score -796750.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -796759.875000 Penalty: 4552.965332
	Iteration 28Q: 3 clusters Score -796759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -796767.875000 Penalty: 4552.965332
	Iteration 29Q: 3 clusters Score -796767.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -796769.312500 Penalty: 4552.965332
	Iteration 30Q: 3 clusters Score -796769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -796768.437500 Penalty: 4552.965332
	Iteration 31Q: 3 clusters Score -796768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -796774.562500 Penalty: 4552.965332
	Iteration 32Q: 3 clusters Score -796774.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -796778.812500 Penalty: 4552.965332
	Iteration 33Q: 3 clusters Score -796778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -796779.812500 Penalty: 4552.965332
	Iteration 34Q: 3 clusters Score -796779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -796779.625000 Penalty: 4552.965332
	Iteration 35Q: 3 clusters Score -796779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -796780.437500 Penalty: 4552.965332
	Iteration 36Q: 3 clusters Score -796780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -796780.437500 Penalty: 4552.965332
	Iteration 37F: 3 clusters Score -796780.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 54932 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 60889 members 
Mstep: Class 31 contains 57753 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13855 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12721 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22529 members 
Mstep: Class 51 contains 6888 members 
Mstep: Class 52 contains 4262 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10218 members 
Mstep: Class 57 contains 5433 members 
Entering Unmasked Estep 
Score: -51173032.000000 Penalty: 189373.437500
Splitting cluster 52 changes total score from -51173892.000000 to -51173032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -101534.656250 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -101534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99191.562500 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -99191.56 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -99714.625000 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -99714.62 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -99895.453125 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -99895.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -100027.671875 Penalty: 3664.610840
	Iteration 3F: 3 clusters Score -100027.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -100119.695312 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -100119.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -100174.921875 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -100174.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -100223.320312 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -100223.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -100270.828125 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -100270.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -100295.351562 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -100295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100313.281250 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -100313.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100324.234375 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -100324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -100329.679688 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -100329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100335.460938 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -100335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100337.960938 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -100338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100342.796875 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -100342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -100351.007812 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -100351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100358.312500 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -100358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -100363.687500 Penalty: 3664.610840
	Iteration 17Q: 3 clusters Score -100363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -100369.070312 Penalty: 3664.610840
	Iteration 18Q: 3 clusters Score -100369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -100371.046875 Penalty: 3664.610840
	Iteration 19Q: 3 clusters Score -100371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -100371.046875 Penalty: 3664.610840
	Iteration 20F: 3 clusters Score -100371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -38820.738281 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -38820.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37307.507812 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -37307.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37460.035156 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -37460.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37499.324219 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -37499.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37509.687500 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -37509.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37519.363281 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -37519.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37527.804688 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -37527.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37527.804688 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -37527.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -70940.453125 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -70940.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68996.335938 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -68996.34 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -69307.335938 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -69307.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69394.953125 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -69394.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -69430.921875 Penalty: 3441.869873
	Iteration 3Q: 3 clusters Score -69430.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69462.773438 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -69462.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69480.664062 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -69480.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69496.968750 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -69496.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69500.773438 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -69500.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69501.976562 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -69501.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69504.570312 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -69504.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -69506.570312 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -69506.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69508.015625 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -69508.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69508.914062 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -69508.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69509.210938 Penalty: 3441.869873
	Iteration 13Q: 3 clusters Score -69509.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69509.632812 Penalty: 3441.869873
	Iteration 14Q: 3 clusters Score -69509.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69509.632812 Penalty: 3441.869873
	Iteration 15F: 3 clusters Score -69509.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -851272.500000 Penalty: 2289.512695
	Iteration 0F: 2 clusters Score -851272.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -843449.937500 Penalty: 4579.025391
	Iteration 0F: 3 clusters Score -843449.9 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -845721.375000 Penalty: 4579.025391
	Iteration 1F: 3 clusters Score -845721.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -846187.250000 Penalty: 4579.025391
	Iteration 2F: 3 clusters Score -846187.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -846611.625000 Penalty: 4579.025391
	Iteration 3F: 3 clusters Score -846611.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -847079.312500 Penalty: 4579.025391
	Iteration 4F: 3 clusters Score -847079.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -847573.562500 Penalty: 4579.025391
	Iteration 5F: 3 clusters Score -847573.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -848116.312500 Penalty: 4579.025391
	Iteration 6F: 3 clusters Score -848116.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -848667.875000 Penalty: 4579.025391
	Iteration 7F: 3 clusters Score -848667.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -849123.812500 Penalty: 4579.025391
	Iteration 8Q: 3 clusters Score -849123.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -849524.687500 Penalty: 4579.025391
	Iteration 9Q: 3 clusters Score -849524.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -849784.937500 Penalty: 4579.025391
	Iteration 10Q: 3 clusters Score -849784.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -849956.937500 Penalty: 4579.025391
	Iteration 11Q: 3 clusters Score -849956.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -850071.375000 Penalty: 4579.025391
	Iteration 12Q: 3 clusters Score -850071.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -850135.812500 Penalty: 4579.025391
	Iteration 13Q: 3 clusters Score -850135.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -850174.937500 Penalty: 4579.025391
	Iteration 14Q: 3 clusters Score -850174.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -850195.625000 Penalty: 4579.025391
	Iteration 15Q: 3 clusters Score -850195.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -850206.312500 Penalty: 4579.025391
	Iteration 16Q: 3 clusters Score -850206.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -850214.562500 Penalty: 4579.025391
	Iteration 17Q: 3 clusters Score -850214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -850220.812500 Penalty: 4579.025391
	Iteration 18Q: 3 clusters Score -850220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -850220.625000 Penalty: 4579.025391
	Iteration 19Q: 3 clusters Score -850220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -850222.625000 Penalty: 4579.025391
	Iteration 20F: 3 clusters Score -850222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -850223.687500 Penalty: 4579.025391
	Iteration 21Q: 3 clusters Score -850223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -850227.312500 Penalty: 4579.025391
	Iteration 22Q: 3 clusters Score -850227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -850230.937500 Penalty: 4579.025391
	Iteration 23Q: 3 clusters Score -850230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -850231.875000 Penalty: 4579.025391
	Iteration 24Q: 3 clusters Score -850231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -850233.937500 Penalty: 4579.025391
	Iteration 25Q: 3 clusters Score -850233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -850234.500000 Penalty: 4579.025391
	Iteration 26Q: 3 clusters Score -850234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -850236.250000 Penalty: 4579.025391
	Iteration 27Q: 3 clusters Score -850236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -850237.437500 Penalty: 4579.025391
	Iteration 28Q: 3 clusters Score -850237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -850236.625000 Penalty: 4579.025391
	Iteration 29Q: 3 clusters Score -850236.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -850238.062500 Penalty: 4579.025391
	Iteration 30Q: 3 clusters Score -850238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -850237.687500 Penalty: 4579.025391
	Iteration 31Q: 3 clusters Score -850237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -850240.250000 Penalty: 4579.025391
	Iteration 32Q: 3 clusters Score -850240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -850239.750000 Penalty: 4579.025391
	Iteration 33Q: 3 clusters Score -850239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -850240.125000 Penalty: 4579.025391
	Iteration 34Q: 3 clusters Score -850240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -850240.125000 Penalty: 4579.025391
	Iteration 35F: 3 clusters Score -850240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20703 members 
Mstep: Class 17 contains 54932 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 60889 members 
Mstep: Class 31 contains 57753 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13855 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13726 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12721 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22529 members 
Mstep: Class 51 contains 6888 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173920.000000 Penalty: 186051.093750
Iteration 159Q: 57 clusters Score -5.117392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20041 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20704 members 
Mstep: Class 17 contains 54926 members 
Mstep: Class 18 contains 55961 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12877 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13853 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8690 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3083 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22533 members 
Mstep: Class 51 contains 6889 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173972.000000 Penalty: 186051.093750
Iteration 160F: 57 clusters Score -5.117397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21803 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20037 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20706 members 
Mstep: Class 17 contains 54921 members 
Mstep: Class 18 contains 55966 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12876 members 
Mstep: Class 30 contains 60892 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13850 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3083 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22540 members 
Mstep: Class 51 contains 6891 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173980.000000 Penalty: 186051.093750
Iteration 161Q: 57 clusters Score -5.117398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20032 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54913 members 
Mstep: Class 18 contains 55974 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15547 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60892 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16143 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13850 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3083 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22548 members 
Mstep: Class 51 contains 6891 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173984.000000 Penalty: 186051.093750
Iteration 162Q: 57 clusters Score -5.117398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21800 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20031 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54904 members 
Mstep: Class 18 contains 55982 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16146 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13847 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3083 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22554 members 
Mstep: Class 51 contains 6891 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174024.000000 Penalty: 186051.093750
Iteration 163Q: 57 clusters Score -5.117402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21798 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20028 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54895 members 
Mstep: Class 18 contains 55990 members 
Mstep: Class 19 contains 21568 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13848 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21796 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22557 members 
Mstep: Class 51 contains 6891 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51174000.000000 Penalty: 186051.093750
Iteration 164Q: 57 clusters Score -5.1174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21797 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54888 members 
Mstep: Class 18 contains 55999 members 
Mstep: Class 19 contains 21569 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16146 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13848 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21793 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6892 members 
Mstep: Class 52 contains 9695 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173960.000000 Penalty: 186051.093750
Iteration 165Q: 57 clusters Score -5.117396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54886 members 
Mstep: Class 18 contains 56003 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 15549 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60891 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13846 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12720 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173932.000000 Penalty: 186051.093750
Iteration 166Q: 57 clusters Score -5.117393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54885 members 
Mstep: Class 18 contains 56004 members 
Mstep: Class 19 contains 21567 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13847 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173900.000000 Penalty: 186051.093750
Iteration 167Q: 57 clusters Score -5.11739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54884 members 
Mstep: Class 18 contains 56005 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16147 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13849 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173900.000000 Penalty: 186051.093750
Iteration 168Q: 57 clusters Score -5.11739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54883 members 
Mstep: Class 18 contains 56006 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13849 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173884.000000 Penalty: 186051.093750
Iteration 169Q: 57 clusters Score -5.117388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54883 members 
Mstep: Class 18 contains 56006 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13849 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51173884.000000 Penalty: 186051.093750
Iteration 170F: 57 clusters Score -5.117388e+07 nChanged 0
Entering ConstructFrom: 
Score: -51173884.000000 Penalty: 186051.093750
Entering ConstructFrom: 
Trying to split cluster 1 (38068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Entering Unmasked Estep 
Score: -3175667.500000 Penalty: 2615.688232
	Iteration 0F: 2 clusters Score -3175668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3149691.750000 Penalty: 5231.376465
	Iteration 0F: 3 clusters Score -3149692 nChanged 17472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -3159301.750000 Penalty: 5231.376465
	Iteration 1F: 3 clusters Score -3159302 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3159869.750000 Penalty: 5231.376465
	Iteration 2Q: 3 clusters Score -3159870 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3160511.750000 Penalty: 5231.376465
	Iteration 3Q: 3 clusters Score -3160512 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3161262.000000 Penalty: 5231.376465
	Iteration 4Q: 3 clusters Score -3161262 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3162264.250000 Penalty: 5231.376465
	Iteration 5F: 3 clusters Score -3162264 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3163563.750000 Penalty: 5231.376465
	Iteration 6F: 3 clusters Score -3163564 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3165265.250000 Penalty: 5231.376465
	Iteration 7F: 3 clusters Score -3165265 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3167047.500000 Penalty: 5231.376465
	Iteration 8F: 3 clusters Score -3167048 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3168764.750000 Penalty: 5231.376465
	Iteration 9F: 3 clusters Score -3168765 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3170216.500000 Penalty: 5231.376465
	Iteration 10Q: 3 clusters Score -3170216 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -3171407.000000 Penalty: 5231.376465
	Iteration 11Q: 3 clusters Score -3171407 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -3172234.500000 Penalty: 5231.376465
	Iteration 12Q: 3 clusters Score -3172234 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -3172735.000000 Penalty: 5231.376465
	Iteration 13Q: 3 clusters Score -3172735 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -3172992.250000 Penalty: 5231.376465
	Iteration 14Q: 3 clusters Score -3172992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -3173188.000000 Penalty: 5231.376465
	Iteration 15Q: 3 clusters Score -3173188 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -3173290.750000 Penalty: 5231.376465
	Iteration 16Q: 3 clusters Score -3173291 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -3173362.500000 Penalty: 5231.376465
	Iteration 17Q: 3 clusters Score -3173362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3173411.500000 Penalty: 5231.376465
	Iteration 18Q: 3 clusters Score -3173412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -3173447.000000 Penalty: 5231.376465
	Iteration 19Q: 3 clusters Score -3173447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -3173476.500000 Penalty: 5231.376465
	Iteration 20F: 3 clusters Score -3173476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -3173492.000000 Penalty: 5231.376465
	Iteration 21Q: 3 clusters Score -3173492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3173500.500000 Penalty: 5231.376465
	Iteration 22Q: 3 clusters Score -3173500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -3173504.500000 Penalty: 5231.376465
	Iteration 23Q: 3 clusters Score -3173504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -3173507.000000 Penalty: 5231.376465
	Iteration 24Q: 3 clusters Score -3173507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -3173510.000000 Penalty: 5231.376465
	Iteration 25Q: 3 clusters Score -3173510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3173509.000000 Penalty: 5231.376465
	Iteration 26Q: 3 clusters Score -3173509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -3173511.000000 Penalty: 5231.376465
	Iteration 27Q: 3 clusters Score -3173511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3173513.000000 Penalty: 5231.376465
	Iteration 28Q: 3 clusters Score -3173513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -3173522.000000 Penalty: 5231.376465
	Iteration 29Q: 3 clusters Score -3173522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -3173524.500000 Penalty: 5231.376465
	Iteration 30Q: 3 clusters Score -3173524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -3173527.500000 Penalty: 5231.376465
	Iteration 31Q: 3 clusters Score -3173528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -3173527.500000 Penalty: 5231.376465
	Iteration 32F: 3 clusters Score -3173528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -598824.250000 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -598824.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -592951.000000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -592951 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -594548.625000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -594548.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -594945.937500 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -594945.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -595236.000000 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -595236 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -595514.937500 Penalty: 4408.412598
	Iteration 4F: 3 clusters Score -595514.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -595774.000000 Penalty: 4408.412598
	Iteration 5F: 3 clusters Score -595774 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -596030.750000 Penalty: 4408.412598
	Iteration 6F: 3 clusters Score -596030.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -596275.750000 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -596275.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -596484.500000 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -596484.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -596648.875000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -596648.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -596788.562500 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -596788.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -596897.625000 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -596897.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -596973.812500 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -596973.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -597035.125000 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -597035.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -597087.187500 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -597087.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -597122.937500 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -597122.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -597153.312500 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -597153.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -597177.625000 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -597177.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -597190.750000 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -597190.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -597200.625000 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -597200.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -597212.562500 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -597212.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -597224.500000 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -597224.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -597231.812500 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -597231.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -597235.875000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -597235.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -597240.062500 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -597240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -597242.500000 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -597242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -597244.250000 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -597244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -597245.125000 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -597245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -597247.187500 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -597247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -597247.625000 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -597247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -597245.437500 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -597245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -597248.500000 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -597248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -597248.375000 Penalty: 4408.412598
	Iteration 32Q: 3 clusters Score -597248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -597248.500000 Penalty: 4408.412598
	Iteration 33Q: 3 clusters Score -597248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -597248.937500 Penalty: 4408.412598
	Iteration 34Q: 3 clusters Score -597248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -597248.937500 Penalty: 4408.412598
	Iteration 35F: 3 clusters Score -597248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Entering Unmasked Estep 
Score: -1898514.875000 Penalty: 2477.391602
	Iteration 0F: 2 clusters Score -1898515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1883239.875000 Penalty: 4954.783203
	Iteration 0F: 3 clusters Score -1883240 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1888466.750000 Penalty: 4954.783203
	Iteration 1F: 3 clusters Score -1888467 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1888891.375000 Penalty: 4954.783203
	Iteration 2F: 3 clusters Score -1888891 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1889262.500000 Penalty: 4954.783203
	Iteration 3Q: 3 clusters Score -1889262 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1889596.375000 Penalty: 4954.783203
	Iteration 4Q: 3 clusters Score -1889596 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1889987.250000 Penalty: 4954.783203
	Iteration 5Q: 3 clusters Score -1889987 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1890504.375000 Penalty: 4954.783203
	Iteration 6Q: 3 clusters Score -1890504 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1891279.750000 Penalty: 4954.783203
	Iteration 7F: 3 clusters Score -1891280 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1892312.875000 Penalty: 4954.783203
	Iteration 8F: 3 clusters Score -1892313 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1893462.625000 Penalty: 4954.783203
	Iteration 9F: 3 clusters Score -1893463 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1894452.000000 Penalty: 4954.783203
	Iteration 10F: 3 clusters Score -1894452 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1895138.375000 Penalty: 4954.783203
	Iteration 11Q: 3 clusters Score -1895138 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1895503.375000 Penalty: 4954.783203
	Iteration 12Q: 3 clusters Score -1895503 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1895738.250000 Penalty: 4954.783203
	Iteration 13Q: 3 clusters Score -1895738 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1895924.125000 Penalty: 4954.783203
	Iteration 14Q: 3 clusters Score -1895924 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1896050.375000 Penalty: 4954.783203
	Iteration 15Q: 3 clusters Score -1896050 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1896138.750000 Penalty: 4954.783203
	Iteration 16Q: 3 clusters Score -1896139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1896188.250000 Penalty: 4954.783203
	Iteration 17Q: 3 clusters Score -1896188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1896244.125000 Penalty: 4954.783203
	Iteration 18Q: 3 clusters Score -1896244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1896280.625000 Penalty: 4954.783203
	Iteration 19Q: 3 clusters Score -1896281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1896300.500000 Penalty: 4954.783203
	Iteration 20F: 3 clusters Score -1896300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1896321.125000 Penalty: 4954.783203
	Iteration 21Q: 3 clusters Score -1896321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1896339.000000 Penalty: 4954.783203
	Iteration 22Q: 3 clusters Score -1896339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1896344.500000 Penalty: 4954.783203
	Iteration 23Q: 3 clusters Score -1896344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1896351.625000 Penalty: 4954.783203
	Iteration 24Q: 3 clusters Score -1896352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1896355.500000 Penalty: 4954.783203
	Iteration 25Q: 3 clusters Score -1896356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1896363.250000 Penalty: 4954.783203
	Iteration 26Q: 3 clusters Score -1896363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1896367.375000 Penalty: 4954.783203
	Iteration 27Q: 3 clusters Score -1896367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1896376.500000 Penalty: 4954.783203
	Iteration 28Q: 3 clusters Score -1896376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1896380.375000 Penalty: 4954.783203
	Iteration 29Q: 3 clusters Score -1896380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1896381.750000 Penalty: 4954.783203
	Iteration 30Q: 3 clusters Score -1896382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1896391.750000 Penalty: 4954.783203
	Iteration 31Q: 3 clusters Score -1896392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1896399.250000 Penalty: 4954.783203
	Iteration 32Q: 3 clusters Score -1896399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1896402.375000 Penalty: 4954.783203
	Iteration 33Q: 3 clusters Score -1896402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1896411.000000 Penalty: 4954.783203
	Iteration 34Q: 3 clusters Score -1896411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1896420.875000 Penalty: 4954.783203
	Iteration 35Q: 3 clusters Score -1896421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1896430.250000 Penalty: 4954.783203
	Iteration 36Q: 3 clusters Score -1896430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1896438.875000 Penalty: 4954.783203
	Iteration 37Q: 3 clusters Score -1896439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1896444.500000 Penalty: 4954.783203
	Iteration 38Q: 3 clusters Score -1896444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1896448.500000 Penalty: 4954.783203
	Iteration 39Q: 3 clusters Score -1896448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1896455.875000 Penalty: 4954.783203
	Iteration 40F: 3 clusters Score -1896456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1896462.500000 Penalty: 4954.783203
	Iteration 41Q: 3 clusters Score -1896462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1896464.375000 Penalty: 4954.783203
	Iteration 42Q: 3 clusters Score -1896464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1896464.375000 Penalty: 4954.783203
	Iteration 43F: 3 clusters Score -1896464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Entering Unmasked Estep 
Score: -777262.875000 Penalty: 2277.197754
	Iteration 0F: 2 clusters Score -777262.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -769836.312500 Penalty: 4554.395508
	Iteration 0F: 3 clusters Score -769836.3 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -772123.500000 Penalty: 4554.395508
	Iteration 1F: 3 clusters Score -772123.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -772518.937500 Penalty: 4554.395508
	Iteration 2F: 3 clusters Score -772518.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -772815.125000 Penalty: 4554.395508
	Iteration 3F: 3 clusters Score -772815.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -773042.437500 Penalty: 4554.395508
	Iteration 4Q: 3 clusters Score -773042.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -773235.437500 Penalty: 4554.395508
	Iteration 5Q: 3 clusters Score -773235.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -773379.187500 Penalty: 4554.395508
	Iteration 6Q: 3 clusters Score -773379.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -773515.687500 Penalty: 4554.395508
	Iteration 7Q: 3 clusters Score -773515.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -773641.812500 Penalty: 4554.395508
	Iteration 8Q: 3 clusters Score -773641.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -773733.375000 Penalty: 4554.395508
	Iteration 9Q: 3 clusters Score -773733.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -773825.187500 Penalty: 4554.395508
	Iteration 10Q: 3 clusters Score -773825.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -773919.812500 Penalty: 4554.395508
	Iteration 11Q: 3 clusters Score -773919.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -774024.625000 Penalty: 4554.395508
	Iteration 12Q: 3 clusters Score -774024.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -774151.062500 Penalty: 4554.395508
	Iteration 13Q: 3 clusters Score -774151.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -774314.375000 Penalty: 4554.395508
	Iteration 14Q: 3 clusters Score -774314.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -774461.000000 Penalty: 4554.395508
	Iteration 15Q: 3 clusters Score -774461 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -774596.937500 Penalty: 4554.395508
	Iteration 16Q: 3 clusters Score -774596.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -774748.062500 Penalty: 4554.395508
	Iteration 17Q: 3 clusters Score -774748.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -774894.000000 Penalty: 4554.395508
	Iteration 18Q: 3 clusters Score -774894 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -775033.625000 Penalty: 4554.395508
	Iteration 19Q: 3 clusters Score -775033.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -775171.000000 Penalty: 4554.395508
	Iteration 20F: 3 clusters Score -775171 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -775294.812500 Penalty: 4554.395508
	Iteration 21Q: 3 clusters Score -775294.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -775400.250000 Penalty: 4554.395508
	Iteration 22Q: 3 clusters Score -775400.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -775491.250000 Penalty: 4554.395508
	Iteration 23Q: 3 clusters Score -775491.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -775560.375000 Penalty: 4554.395508
	Iteration 24Q: 3 clusters Score -775560.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -775613.750000 Penalty: 4554.395508
	Iteration 25Q: 3 clusters Score -775613.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -775655.062500 Penalty: 4554.395508
	Iteration 26Q: 3 clusters Score -775655.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -775692.375000 Penalty: 4554.395508
	Iteration 27Q: 3 clusters Score -775692.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -775728.562500 Penalty: 4554.395508
	Iteration 28Q: 3 clusters Score -775728.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -775768.312500 Penalty: 4554.395508
	Iteration 29Q: 3 clusters Score -775768.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -775804.812500 Penalty: 4554.395508
	Iteration 30Q: 3 clusters Score -775804.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -775834.937500 Penalty: 4554.395508
	Iteration 31Q: 3 clusters Score -775834.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -775854.562500 Penalty: 4554.395508
	Iteration 32Q: 3 clusters Score -775854.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -775874.000000 Penalty: 4554.395508
	Iteration 33Q: 3 clusters Score -775874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -775885.437500 Penalty: 4554.395508
	Iteration 34Q: 3 clusters Score -775885.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -775902.437500 Penalty: 4554.395508
	Iteration 35Q: 3 clusters Score -775902.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -775915.875000 Penalty: 4554.395508
	Iteration 36Q: 3 clusters Score -775915.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -775926.687500 Penalty: 4554.395508
	Iteration 37Q: 3 clusters Score -775926.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -775936.375000 Penalty: 4554.395508
	Iteration 38Q: 3 clusters Score -775936.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -775950.687500 Penalty: 4554.395508
	Iteration 39Q: 3 clusters Score -775950.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -775960.375000 Penalty: 4554.395508
	Iteration 40F: 3 clusters Score -775960.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -775968.625000 Penalty: 4554.395508
	Iteration 41Q: 3 clusters Score -775968.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -775974.000000 Penalty: 4554.395508
	Iteration 42Q: 3 clusters Score -775974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -775978.937500 Penalty: 4554.395508
	Iteration 43Q: 3 clusters Score -775978.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -775985.875000 Penalty: 4554.395508
	Iteration 44Q: 3 clusters Score -775985.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -775987.062500 Penalty: 4554.395508
	Iteration 45Q: 3 clusters Score -775987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -775990.062500 Penalty: 4554.395508
	Iteration 46Q: 3 clusters Score -775990.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -775992.375000 Penalty: 4554.395508
	Iteration 47Q: 3 clusters Score -775992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -775993.875000 Penalty: 4554.395508
	Iteration 48Q: 3 clusters Score -775993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -775992.750000 Penalty: 4554.395508
	Iteration 49Q: 3 clusters Score -775992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -775994.250000 Penalty: 4554.395508
	Iteration 50Q: 3 clusters Score -775994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -775995.812500 Penalty: 4554.395508
	Iteration 51Q: 3 clusters Score -775995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -775995.812500 Penalty: 4554.395508
	Iteration 52F: 3 clusters Score -775995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Entering Unmasked Estep 
Score: -1302531.500000 Penalty: 2393.841553
	Iteration 0F: 2 clusters Score -1302532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1291332.000000 Penalty: 4787.683105
	Iteration 0F: 3 clusters Score -1291332 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1294921.125000 Penalty: 4787.683105
	Iteration 1F: 3 clusters Score -1294921 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1295323.125000 Penalty: 4787.683105
	Iteration 2F: 3 clusters Score -1295323 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1295642.125000 Penalty: 4787.683105
	Iteration 3Q: 3 clusters Score -1295642 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1295956.875000 Penalty: 4787.683105
	Iteration 4Q: 3 clusters Score -1295957 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1296321.000000 Penalty: 4787.683105
	Iteration 5Q: 3 clusters Score -1296321 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1296752.875000 Penalty: 4787.683105
	Iteration 6Q: 3 clusters Score -1296753 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1297241.375000 Penalty: 4787.683105
	Iteration 7F: 3 clusters Score -1297241 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1297774.000000 Penalty: 4787.683105
	Iteration 8F: 3 clusters Score -1297774 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1298263.875000 Penalty: 4787.683105
	Iteration 9F: 3 clusters Score -1298264 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1298672.750000 Penalty: 4787.683105
	Iteration 10Q: 3 clusters Score -1298673 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1298967.875000 Penalty: 4787.683105
	Iteration 11Q: 3 clusters Score -1298968 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1299188.625000 Penalty: 4787.683105
	Iteration 12Q: 3 clusters Score -1299189 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1299327.375000 Penalty: 4787.683105
	Iteration 13Q: 3 clusters Score -1299327 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1299425.500000 Penalty: 4787.683105
	Iteration 14Q: 3 clusters Score -1299426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1299493.750000 Penalty: 4787.683105
	Iteration 15Q: 3 clusters Score -1299494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1299547.625000 Penalty: 4787.683105
	Iteration 16Q: 3 clusters Score -1299548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1299597.625000 Penalty: 4787.683105
	Iteration 17Q: 3 clusters Score -1299598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1299651.000000 Penalty: 4787.683105
	Iteration 18Q: 3 clusters Score -1299651 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1299701.250000 Penalty: 4787.683105
	Iteration 19Q: 3 clusters Score -1299701 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1299776.500000 Penalty: 4787.683105
	Iteration 20F: 3 clusters Score -1299776 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1299857.500000 Penalty: 4787.683105
	Iteration 21Q: 3 clusters Score -1299858 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1299979.875000 Penalty: 4787.683105
	Iteration 22Q: 3 clusters Score -1299980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1300135.000000 Penalty: 4787.683105
	Iteration 23Q: 3 clusters Score -1300135 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1300343.125000 Penalty: 4787.683105
	Iteration 24Q: 3 clusters Score -1300343 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1300562.125000 Penalty: 4787.683105
	Iteration 25Q: 3 clusters Score -1300562 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1300763.000000 Penalty: 4787.683105
	Iteration 26Q: 3 clusters Score -1300763 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1300891.125000 Penalty: 4787.683105
	Iteration 27Q: 3 clusters Score -1300891 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1300963.500000 Penalty: 4787.683105
	Iteration 28Q: 3 clusters Score -1300964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1301012.500000 Penalty: 4787.683105
	Iteration 29Q: 3 clusters Score -1301012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1301041.250000 Penalty: 4787.683105
	Iteration 30Q: 3 clusters Score -1301041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1301059.250000 Penalty: 4787.683105
	Iteration 31Q: 3 clusters Score -1301059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1301070.500000 Penalty: 4787.683105
	Iteration 32Q: 3 clusters Score -1301070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1301084.375000 Penalty: 4787.683105
	Iteration 33Q: 3 clusters Score -1301084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1301095.375000 Penalty: 4787.683105
	Iteration 34Q: 3 clusters Score -1301095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1301106.875000 Penalty: 4787.683105
	Iteration 35Q: 3 clusters Score -1301107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1301113.250000 Penalty: 4787.683105
	Iteration 36Q: 3 clusters Score -1301113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1301120.125000 Penalty: 4787.683105
	Iteration 37Q: 3 clusters Score -1301120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1301126.000000 Penalty: 4787.683105
	Iteration 38Q: 3 clusters Score -1301126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1301129.000000 Penalty: 4787.683105
	Iteration 39Q: 3 clusters Score -1301129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1301128.125000 Penalty: 4787.683105
	Iteration 40F: 3 clusters Score -1301128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1301130.000000 Penalty: 4787.683105
	Iteration 41Q: 3 clusters Score -1301130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1301130.875000 Penalty: 4787.683105
	Iteration 42Q: 3 clusters Score -1301131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1301130.000000 Penalty: 4787.683105
	Iteration 43Q: 3 clusters Score -1301130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1301133.000000 Penalty: 4787.683105
	Iteration 44Q: 3 clusters Score -1301133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1301136.875000 Penalty: 4787.683105
	Iteration 45Q: 3 clusters Score -1301137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1301136.125000 Penalty: 4787.683105
	Iteration 46Q: 3 clusters Score -1301136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1301139.125000 Penalty: 4787.683105
	Iteration 47Q: 3 clusters Score -1301139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1301141.500000 Penalty: 4787.683105
	Iteration 48Q: 3 clusters Score -1301142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1301142.125000 Penalty: 4787.683105
	Iteration 49Q: 3 clusters Score -1301142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1301143.500000 Penalty: 4787.683105
	Iteration 50Q: 3 clusters Score -1301144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1301149.125000 Penalty: 4787.683105
	Iteration 51Q: 3 clusters Score -1301149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1301147.750000 Penalty: 4787.683105
	Iteration 52Q: 3 clusters Score -1301148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1301150.250000 Penalty: 4787.683105
	Iteration 53Q: 3 clusters Score -1301150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1301150.250000 Penalty: 4787.683105
	Iteration 54Q: 3 clusters Score -1301150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1301150.250000 Penalty: 4787.683105
	Iteration 55F: 3 clusters Score -1301150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -271242.375000 Penalty: 2018.798340
	Iteration 0F: 2 clusters Score -271242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -267731.125000 Penalty: 4037.596680
	Iteration 0F: 3 clusters Score -267731.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -268527.343750 Penalty: 4037.596680
	Iteration 1F: 3 clusters Score -268527.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -268769.281250 Penalty: 4037.596680
	Iteration 2F: 3 clusters Score -268769.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -268968.031250 Penalty: 4037.596680
	Iteration 3F: 3 clusters Score -268968 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -269120.250000 Penalty: 4037.596680
	Iteration 4F: 3 clusters Score -269120.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -269247.468750 Penalty: 4037.596680
	Iteration 5Q: 3 clusters Score -269247.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -269356.187500 Penalty: 4037.596680
	Iteration 6Q: 3 clusters Score -269356.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -269457.968750 Penalty: 4037.596680
	Iteration 7Q: 3 clusters Score -269458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -269550.156250 Penalty: 4037.596680
	Iteration 8Q: 3 clusters Score -269550.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -269645.593750 Penalty: 4037.596680
	Iteration 9Q: 3 clusters Score -269645.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -269758.375000 Penalty: 4037.596680
	Iteration 10Q: 3 clusters Score -269758.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -269935.218750 Penalty: 4037.596680
	Iteration 11Q: 3 clusters Score -269935.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -270166.500000 Penalty: 4037.596680
	Iteration 12Q: 3 clusters Score -270166.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -270405.781250 Penalty: 4037.596680
	Iteration 13Q: 3 clusters Score -270405.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -270669.562500 Penalty: 4037.596680
	Iteration 14Q: 3 clusters Score -270669.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -270934.968750 Penalty: 4037.596680
	Iteration 15F: 3 clusters Score -270935 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -271197.906250 Penalty: 4037.596680
	Iteration 16Q: 3 clusters Score -271197.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -271603.125000 Penalty: 4037.596680
	Iteration 17Q: 3 clusters Score -271603.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -272161.781250 Penalty: 4037.596680
	Iteration 18Q: 3 clusters Score -272161.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -272266.125000 Penalty: 4037.596680
	Iteration 19Q: 3 clusters Score -272266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272269.218750 Penalty: 4037.596680
	Iteration 20F: 3 clusters Score -272269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54883 members 
Mstep: Class 18 contains 56006 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13849 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Mstep: Class 57 contains 1432 members 
Entering Unmasked Estep 
Score: -51173636.000000 Penalty: 189373.437500
Splitting cluster 6 changes total score from -51173884.000000 to -51173636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (8940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Entering Unmasked Estep 
Score: -718681.125000 Penalty: 2256.375977
	Iteration 0F: 2 clusters Score -718681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -711692.187500 Penalty: 4512.751953
	Iteration 0F: 3 clusters Score -711692.2 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -713832.062500 Penalty: 4512.751953
	Iteration 1F: 3 clusters Score -713832.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -714319.312500 Penalty: 4512.751953
	Iteration 2F: 3 clusters Score -714319.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -714762.187500 Penalty: 4512.751953
	Iteration 3F: 3 clusters Score -714762.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -715213.125000 Penalty: 4512.751953
	Iteration 4F: 3 clusters Score -715213.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -715684.875000 Penalty: 4512.751953
	Iteration 5F: 3 clusters Score -715684.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -716115.375000 Penalty: 4512.751953
	Iteration 6F: 3 clusters Score -716115.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -716456.750000 Penalty: 4512.751953
	Iteration 7F: 3 clusters Score -716456.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -716762.375000 Penalty: 4512.751953
	Iteration 8Q: 3 clusters Score -716762.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -716992.375000 Penalty: 4512.751953
	Iteration 9Q: 3 clusters Score -716992.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -717152.812500 Penalty: 4512.751953
	Iteration 10Q: 3 clusters Score -717152.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -717300.187500 Penalty: 4512.751953
	Iteration 11Q: 3 clusters Score -717300.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -717406.687500 Penalty: 4512.751953
	Iteration 12Q: 3 clusters Score -717406.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -717482.000000 Penalty: 4512.751953
	Iteration 13Q: 3 clusters Score -717482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -717546.500000 Penalty: 4512.751953
	Iteration 14Q: 3 clusters Score -717546.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -717589.687500 Penalty: 4512.751953
	Iteration 15Q: 3 clusters Score -717589.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -717612.000000 Penalty: 4512.751953
	Iteration 16Q: 3 clusters Score -717612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -717626.312500 Penalty: 4512.751953
	Iteration 17Q: 3 clusters Score -717626.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -717633.187500 Penalty: 4512.751953
	Iteration 18Q: 3 clusters Score -717633.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -717636.937500 Penalty: 4512.751953
	Iteration 19Q: 3 clusters Score -717636.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -717644.375000 Penalty: 4512.751953
	Iteration 20F: 3 clusters Score -717644.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -717651.375000 Penalty: 4512.751953
	Iteration 21Q: 3 clusters Score -717651.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -717657.500000 Penalty: 4512.751953
	Iteration 22Q: 3 clusters Score -717657.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -717663.562500 Penalty: 4512.751953
	Iteration 23Q: 3 clusters Score -717663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -717664.000000 Penalty: 4512.751953
	Iteration 24Q: 3 clusters Score -717664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -717670.437500 Penalty: 4512.751953
	Iteration 25Q: 3 clusters Score -717670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -717674.062500 Penalty: 4512.751953
	Iteration 26Q: 3 clusters Score -717674.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -717675.875000 Penalty: 4512.751953
	Iteration 27Q: 3 clusters Score -717675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -717678.250000 Penalty: 4512.751953
	Iteration 28Q: 3 clusters Score -717678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -717680.125000 Penalty: 4512.751953
	Iteration 29Q: 3 clusters Score -717680.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -717684.000000 Penalty: 4512.751953
	Iteration 30Q: 3 clusters Score -717684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -717685.250000 Penalty: 4512.751953
	Iteration 31Q: 3 clusters Score -717685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -717685.750000 Penalty: 4512.751953
	Iteration 32Q: 3 clusters Score -717685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -717685.125000 Penalty: 4512.751953
	Iteration 33Q: 3 clusters Score -717685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -717688.125000 Penalty: 4512.751953
	Iteration 34Q: 3 clusters Score -717688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -717688.375000 Penalty: 4512.751953
	Iteration 35Q: 3 clusters Score -717688.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -717690.500000 Penalty: 4512.751953
	Iteration 36Q: 3 clusters Score -717690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -717694.312500 Penalty: 4512.751953
	Iteration 37Q: 3 clusters Score -717694.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -717697.000000 Penalty: 4512.751953
	Iteration 38Q: 3 clusters Score -717697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -717700.500000 Penalty: 4512.751953
	Iteration 39Q: 3 clusters Score -717700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -717702.062500 Penalty: 4512.751953
	Iteration 40F: 3 clusters Score -717702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -717704.187500 Penalty: 4512.751953
	Iteration 41Q: 3 clusters Score -717704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -717702.937500 Penalty: 4512.751953
	Iteration 42Q: 3 clusters Score -717702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -717703.187500 Penalty: 4512.751953
	Iteration 43Q: 3 clusters Score -717703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -717704.562500 Penalty: 4512.751953
	Iteration 44Q: 3 clusters Score -717704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -717704.750000 Penalty: 4512.751953
	Iteration 45Q: 3 clusters Score -717704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -717704.562500 Penalty: 4512.751953
	Iteration 46Q: 3 clusters Score -717704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -717705.437500 Penalty: 4512.751953
	Iteration 47Q: 3 clusters Score -717705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -717704.625000 Penalty: 4512.751953
	Iteration 48Q: 3 clusters Score -717704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -717706.687500 Penalty: 4512.751953
	Iteration 49Q: 3 clusters Score -717706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -717706.562500 Penalty: 4512.751953
	Iteration 50Q: 3 clusters Score -717706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -717706.750000 Penalty: 4512.751953
	Iteration 51Q: 3 clusters Score -717706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -717707.625000 Penalty: 4512.751953
	Iteration 52Q: 3 clusters Score -717707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -717708.812500 Penalty: 4512.751953
	Iteration 53Q: 3 clusters Score -717708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -717709.125000 Penalty: 4512.751953
	Iteration 54Q: 3 clusters Score -717709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -717709.875000 Penalty: 4512.751953
	Iteration 55Q: 3 clusters Score -717709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -717709.875000 Penalty: 4512.751953
	Iteration 56Q: 3 clusters Score -717709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -717709.000000 Penalty: 4512.751953
	Iteration 57Q: 3 clusters Score -717709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -717710.125000 Penalty: 4512.751953
	Iteration 58Q: 3 clusters Score -717710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -717710.062500 Penalty: 4512.751953
	Iteration 59Q: 3 clusters Score -717710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -717710.062500 Penalty: 4512.751953
	Iteration 60F: 3 clusters Score -717710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -47995.605469 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -47995.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46246.621094 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -46246.62 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46778.691406 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -46778.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -46907.621094 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -46907.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -46969.738281 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -46969.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -47004.972656 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -47004.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -47032.445312 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -47032.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47044.031250 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -47044.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47054.757812 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -47054.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47068.125000 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -47068.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47076.386719 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -47076.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47081.976562 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -47081.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47081.976562 Penalty: 3371.778320
	Iteration 11F: 3 clusters Score -47081.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -364250.062500 Penalty: 2110.671631
	Iteration 0F: 2 clusters Score -364250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -359745.062500 Penalty: 4221.343262
	Iteration 0F: 3 clusters Score -359745.1 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -360823.562500 Penalty: 4221.343262
	Iteration 1F: 3 clusters Score -360823.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -361100.062500 Penalty: 4221.343262
	Iteration 2F: 3 clusters Score -361100.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -361322.843750 Penalty: 4221.343262
	Iteration 3F: 3 clusters Score -361322.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -361539.000000 Penalty: 4221.343262
	Iteration 4F: 3 clusters Score -361539 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -361774.156250 Penalty: 4221.343262
	Iteration 5F: 3 clusters Score -361774.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -362054.906250 Penalty: 4221.343262
	Iteration 6F: 3 clusters Score -362054.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -362418.000000 Penalty: 4221.343262
	Iteration 7F: 3 clusters Score -362418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -362780.906250 Penalty: 4221.343262
	Iteration 8F: 3 clusters Score -362780.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -363103.437500 Penalty: 4221.343262
	Iteration 9F: 3 clusters Score -363103.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -363304.593750 Penalty: 4221.343262
	Iteration 10Q: 3 clusters Score -363304.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -363405.656250 Penalty: 4221.343262
	Iteration 11Q: 3 clusters Score -363405.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -363466.343750 Penalty: 4221.343262
	Iteration 12Q: 3 clusters Score -363466.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -363496.406250 Penalty: 4221.343262
	Iteration 13Q: 3 clusters Score -363496.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -363509.218750 Penalty: 4221.343262
	Iteration 14Q: 3 clusters Score -363509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -363513.687500 Penalty: 4221.343262
	Iteration 15Q: 3 clusters Score -363513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -363515.500000 Penalty: 4221.343262
	Iteration 16Q: 3 clusters Score -363515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -363515.906250 Penalty: 4221.343262
	Iteration 17Q: 3 clusters Score -363515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -363517.500000 Penalty: 4221.343262
	Iteration 18Q: 3 clusters Score -363517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -363517.687500 Penalty: 4221.343262
	Iteration 19Q: 3 clusters Score -363517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -363518.937500 Penalty: 4221.343262
	Iteration 20F: 3 clusters Score -363518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -363520.000000 Penalty: 4221.343262
	Iteration 21Q: 3 clusters Score -363520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -363522.531250 Penalty: 4221.343262
	Iteration 22Q: 3 clusters Score -363522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -363524.406250 Penalty: 4221.343262
	Iteration 23Q: 3 clusters Score -363524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -363526.218750 Penalty: 4221.343262
	Iteration 24Q: 3 clusters Score -363526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -363526.156250 Penalty: 4221.343262
	Iteration 25Q: 3 clusters Score -363526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -363527.187500 Penalty: 4221.343262
	Iteration 26Q: 3 clusters Score -363527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -363527.187500 Penalty: 4221.343262
	Iteration 27F: 3 clusters Score -363527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -247457.312500 Penalty: 1992.749268
	Iteration 0F: 2 clusters Score -247457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -244175.437500 Penalty: 3985.498535
	Iteration 0F: 3 clusters Score -244175.4 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -244926.484375 Penalty: 3985.498535
	Iteration 1F: 3 clusters Score -244926.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -245177.531250 Penalty: 3985.498535
	Iteration 2F: 3 clusters Score -245177.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -245452.656250 Penalty: 3985.498535
	Iteration 3F: 3 clusters Score -245452.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -245725.515625 Penalty: 3985.498535
	Iteration 4F: 3 clusters Score -245725.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -245914.593750 Penalty: 3985.498535
	Iteration 5Q: 3 clusters Score -245914.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -246070.265625 Penalty: 3985.498535
	Iteration 6Q: 3 clusters Score -246070.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -246185.015625 Penalty: 3985.498535
	Iteration 7Q: 3 clusters Score -246185 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -246308.687500 Penalty: 3985.498535
	Iteration 8Q: 3 clusters Score -246308.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -246456.687500 Penalty: 3985.498535
	Iteration 9Q: 3 clusters Score -246456.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -246625.828125 Penalty: 3985.498535
	Iteration 10Q: 3 clusters Score -246625.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -246828.000000 Penalty: 3985.498535
	Iteration 11Q: 3 clusters Score -246828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -247095.218750 Penalty: 3985.498535
	Iteration 12Q: 3 clusters Score -247095.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -247331.390625 Penalty: 3985.498535
	Iteration 13Q: 3 clusters Score -247331.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -247512.953125 Penalty: 3985.498535
	Iteration 14Q: 3 clusters Score -247513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -247601.875000 Penalty: 3985.498535
	Iteration 15Q: 3 clusters Score -247601.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -247643.015625 Penalty: 3985.498535
	Iteration 16Q: 3 clusters Score -247643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -247667.984375 Penalty: 3985.498535
	Iteration 17Q: 3 clusters Score -247668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -247678.625000 Penalty: 3985.498535
	Iteration 18Q: 3 clusters Score -247678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -247681.015625 Penalty: 3985.498535
	Iteration 19Q: 3 clusters Score -247681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -247682.656250 Penalty: 3985.498535
	Iteration 20F: 3 clusters Score -247682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -247683.156250 Penalty: 3985.498535
	Iteration 21Q: 3 clusters Score -247683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -247683.156250 Penalty: 3985.498535
	Iteration 22F: 3 clusters Score -247683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 1642 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54883 members 
Mstep: Class 18 contains 56006 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13849 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Mstep: Class 57 contains 1446 members 
Entering Unmasked Estep 
Score: -51172748.000000 Penalty: 189373.437500
Splitting cluster 10 changes total score from -51173884.000000 to -51172748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Entering Unmasked Estep 
Score: -98694.671875 Penalty: 1772.008545
	Iteration 0F: 2 clusters Score -98694.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -96559.445312 Penalty: 3544.017090
	Iteration 0F: 3 clusters Score -96559.45 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96847.234375 Penalty: 3544.017090
	Iteration 1F: 3 clusters Score -96847.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -96955.882812 Penalty: 3544.017090
	Iteration 2F: 3 clusters Score -96955.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -97016.578125 Penalty: 3544.017090
	Iteration 3Q: 3 clusters Score -97016.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -97057.976562 Penalty: 3544.017090
	Iteration 4Q: 3 clusters Score -97057.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -97078.765625 Penalty: 3544.017090
	Iteration 5Q: 3 clusters Score -97078.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -97090.328125 Penalty: 3544.017090
	Iteration 6Q: 3 clusters Score -97090.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -97105.703125 Penalty: 3544.017090
	Iteration 7Q: 3 clusters Score -97105.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -97127.015625 Penalty: 3544.017090
	Iteration 8Q: 3 clusters Score -97127.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -97159.781250 Penalty: 3544.017090
	Iteration 9Q: 3 clusters Score -97159.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97202.171875 Penalty: 3544.017090
	Iteration 10Q: 3 clusters Score -97202.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97260.789062 Penalty: 3544.017090
	Iteration 11Q: 3 clusters Score -97260.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -97331.968750 Penalty: 3544.017090
	Iteration 12Q: 3 clusters Score -97331.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97344.125000 Penalty: 3544.017090
	Iteration 13Q: 3 clusters Score -97344.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -97345.882812 Penalty: 3544.017090
	Iteration 14Q: 3 clusters Score -97345.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -97352.796875 Penalty: 3544.017090
	Iteration 15Q: 3 clusters Score -97352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97361.382812 Penalty: 3544.017090
	Iteration 16Q: 3 clusters Score -97361.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97363.554688 Penalty: 3544.017090
	Iteration 17Q: 3 clusters Score -97363.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97368.609375 Penalty: 3544.017090
	Iteration 18Q: 3 clusters Score -97368.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97373.898438 Penalty: 3544.017090
	Iteration 19Q: 3 clusters Score -97373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97377.859375 Penalty: 3544.017090
	Iteration 20F: 3 clusters Score -97377.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97383.515625 Penalty: 3544.017090
	Iteration 21Q: 3 clusters Score -97383.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -97384.656250 Penalty: 3544.017090
	Iteration 22Q: 3 clusters Score -97384.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -97385.843750 Penalty: 3544.017090
	Iteration 23Q: 3 clusters Score -97385.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -97386.304688 Penalty: 3544.017090
	Iteration 24Q: 3 clusters Score -97386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -97386.304688 Penalty: 3544.017090
	Iteration 25F: 3 clusters Score -97386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Entering Unmasked Estep 
Score: -1650991.375000 Penalty: 2456.399414
	Iteration 0F: 2 clusters Score -1650991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1636836.500000 Penalty: 4912.798828
	Iteration 0F: 3 clusters Score -1636836 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1641573.250000 Penalty: 4912.798828
	Iteration 1F: 3 clusters Score -1641573 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1642079.125000 Penalty: 4912.798828
	Iteration 2F: 3 clusters Score -1642079 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1642628.750000 Penalty: 4912.798828
	Iteration 3F: 3 clusters Score -1642629 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1643323.875000 Penalty: 4912.798828
	Iteration 4F: 3 clusters Score -1643324 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1644262.625000 Penalty: 4912.798828
	Iteration 5F: 3 clusters Score -1644263 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1645345.500000 Penalty: 4912.798828
	Iteration 6F: 3 clusters Score -1645346 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1646538.375000 Penalty: 4912.798828
	Iteration 7F: 3 clusters Score -1646538 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1647652.125000 Penalty: 4912.798828
	Iteration 8F: 3 clusters Score -1647652 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1648487.375000 Penalty: 4912.798828
	Iteration 9Q: 3 clusters Score -1648487 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1649121.875000 Penalty: 4912.798828
	Iteration 10Q: 3 clusters Score -1649122 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1649550.875000 Penalty: 4912.798828
	Iteration 11Q: 3 clusters Score -1649551 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1649874.125000 Penalty: 4912.798828
	Iteration 12Q: 3 clusters Score -1649874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1650072.500000 Penalty: 4912.798828
	Iteration 13Q: 3 clusters Score -1650072 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1650217.875000 Penalty: 4912.798828
	Iteration 14Q: 3 clusters Score -1650218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1650339.875000 Penalty: 4912.798828
	Iteration 15Q: 3 clusters Score -1650340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1650430.125000 Penalty: 4912.798828
	Iteration 16Q: 3 clusters Score -1650430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1650505.500000 Penalty: 4912.798828
	Iteration 17Q: 3 clusters Score -1650506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1650555.250000 Penalty: 4912.798828
	Iteration 18Q: 3 clusters Score -1650555 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1650593.750000 Penalty: 4912.798828
	Iteration 19Q: 3 clusters Score -1650594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1650616.500000 Penalty: 4912.798828
	Iteration 20F: 3 clusters Score -1650616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1650625.125000 Penalty: 4912.798828
	Iteration 21Q: 3 clusters Score -1650625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1650630.750000 Penalty: 4912.798828
	Iteration 22Q: 3 clusters Score -1650631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1650628.750000 Penalty: 4912.798828
	Iteration 23Q: 3 clusters Score -1650629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1650638.875000 Penalty: 4912.798828
	Iteration 24Q: 3 clusters Score -1650639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1650641.500000 Penalty: 4912.798828
	Iteration 25Q: 3 clusters Score -1650642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1650642.625000 Penalty: 4912.798828
	Iteration 26Q: 3 clusters Score -1650643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1650642.250000 Penalty: 4912.798828
	Iteration 27Q: 3 clusters Score -1650642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1650642.875000 Penalty: 4912.798828
	Iteration 28Q: 3 clusters Score -1650643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1650644.750000 Penalty: 4912.798828
	Iteration 29Q: 3 clusters Score -1650645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1650644.750000 Penalty: 4912.798828
	Iteration 30F: 3 clusters Score -1650645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -258776.093750 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -258776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -255312.515625 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -255312.5 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -256046.656250 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -256046.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -256254.609375 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -256254.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -256384.109375 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -256384.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -256502.984375 Penalty: 4015.114502
	Iteration 4Q: 3 clusters Score -256503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -256619.890625 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -256619.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -256719.843750 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -256719.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -256810.734375 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -256810.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -256907.796875 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -256907.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -257015.171875 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -257015.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -257125.078125 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -257125.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257280.875000 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -257280.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -257385.046875 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -257385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -257440.546875 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -257440.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -257464.468750 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -257464.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -257482.015625 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -257482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -257495.296875 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -257495.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -257505.031250 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -257505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -257510.187500 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -257510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -257517.000000 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -257517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -257523.281250 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -257523.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -257535.296875 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -257535.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -257541.484375 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -257541.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -257544.687500 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -257544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -257547.718750 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -257547.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -257550.281250 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -257550.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -257551.656250 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -257551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -257553.937500 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -257553.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -257554.640625 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -257554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -257554.953125 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -257555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -257554.953125 Penalty: 4015.114502
	Iteration 30F: 3 clusters Score -257555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -448237.875000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -448237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -443417.781250 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -443417.8 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -444543.156250 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -444543.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -444763.937500 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -444763.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -444887.437500 Penalty: 4278.786621
	Iteration 3Q: 3 clusters Score -444887.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -444967.562500 Penalty: 4278.786621
	Iteration 4Q: 3 clusters Score -444967.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -445020.500000 Penalty: 4278.786621
	Iteration 5Q: 3 clusters Score -445020.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -445058.000000 Penalty: 4278.786621
	Iteration 6Q: 3 clusters Score -445058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -445085.812500 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -445085.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -445117.062500 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -445117.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -445145.718750 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -445145.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -445166.437500 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -445166.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -445182.906250 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -445182.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -445200.531250 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -445200.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -445218.000000 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -445218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -445234.718750 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -445234.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -445251.187500 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -445251.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -445264.218750 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -445264.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -445275.125000 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -445275.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -445282.968750 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -445283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -445291.062500 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -445291.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -445300.437500 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -445300.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -445308.968750 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -445309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -445317.500000 Penalty: 4278.786621
	Iteration 22Q: 3 clusters Score -445317.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -445325.531250 Penalty: 4278.786621
	Iteration 23Q: 3 clusters Score -445325.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -445337.187500 Penalty: 4278.786621
	Iteration 24Q: 3 clusters Score -445337.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -445350.812500 Penalty: 4278.786621
	Iteration 25Q: 3 clusters Score -445350.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -445361.906250 Penalty: 4278.786621
	Iteration 26Q: 3 clusters Score -445361.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -445373.750000 Penalty: 4278.786621
	Iteration 27Q: 3 clusters Score -445373.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -445386.968750 Penalty: 4278.786621
	Iteration 28Q: 3 clusters Score -445387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -445399.656250 Penalty: 4278.786621
	Iteration 29Q: 3 clusters Score -445399.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -445409.125000 Penalty: 4278.786621
	Iteration 30Q: 3 clusters Score -445409.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -445418.718750 Penalty: 4278.786621
	Iteration 31Q: 3 clusters Score -445418.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -445428.218750 Penalty: 4278.786621
	Iteration 32Q: 3 clusters Score -445428.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -445434.906250 Penalty: 4278.786621
	Iteration 33Q: 3 clusters Score -445434.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -445443.062500 Penalty: 4278.786621
	Iteration 34Q: 3 clusters Score -445443.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -445451.062500 Penalty: 4278.786621
	Iteration 35Q: 3 clusters Score -445451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -445459.937500 Penalty: 4278.786621
	Iteration 36Q: 3 clusters Score -445459.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -445466.875000 Penalty: 4278.786621
	Iteration 37Q: 3 clusters Score -445466.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -445472.906250 Penalty: 4278.786621
	Iteration 38Q: 3 clusters Score -445472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -445477.406250 Penalty: 4278.786621
	Iteration 39Q: 3 clusters Score -445477.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -445481.656250 Penalty: 4278.786621
	Iteration 40F: 3 clusters Score -445481.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -445489.375000 Penalty: 4278.786621
	Iteration 41Q: 3 clusters Score -445489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -445496.093750 Penalty: 4278.786621
	Iteration 42Q: 3 clusters Score -445496.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -445503.437500 Penalty: 4278.786621
	Iteration 43Q: 3 clusters Score -445503.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -445509.656250 Penalty: 4278.786621
	Iteration 44Q: 3 clusters Score -445509.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -445517.500000 Penalty: 4278.786621
	Iteration 45Q: 3 clusters Score -445517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -445528.437500 Penalty: 4278.786621
	Iteration 46Q: 3 clusters Score -445528.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -445544.218750 Penalty: 4278.786621
	Iteration 47Q: 3 clusters Score -445544.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -445556.156250 Penalty: 4278.786621
	Iteration 48Q: 3 clusters Score -445556.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -445568.937500 Penalty: 4278.786621
	Iteration 49Q: 3 clusters Score -445568.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -445584.062500 Penalty: 4278.786621
	Iteration 50Q: 3 clusters Score -445584.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -445596.687500 Penalty: 4278.786621
	Iteration 51Q: 3 clusters Score -445596.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -445612.968750 Penalty: 4278.786621
	Iteration 52Q: 3 clusters Score -445613 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -445630.562500 Penalty: 4278.786621
	Iteration 53Q: 3 clusters Score -445630.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -445651.750000 Penalty: 4278.786621
	Iteration 54Q: 3 clusters Score -445651.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -445673.031250 Penalty: 4278.786621
	Iteration 55Q: 3 clusters Score -445673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -445699.218750 Penalty: 4278.786621
	Iteration 56Q: 3 clusters Score -445699.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -445721.312500 Penalty: 4278.786621
	Iteration 57Q: 3 clusters Score -445721.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -445749.656250 Penalty: 4278.786621
	Iteration 58Q: 3 clusters Score -445749.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -445780.625000 Penalty: 4278.786621
	Iteration 59Q: 3 clusters Score -445780.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -445810.781250 Penalty: 4278.786621
	Iteration 60F: 3 clusters Score -445810.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -445841.531250 Penalty: 4278.786621
	Iteration 61Q: 3 clusters Score -445841.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -445878.125000 Penalty: 4278.786621
	Iteration 62Q: 3 clusters Score -445878.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -445916.406250 Penalty: 4278.786621
	Iteration 63Q: 3 clusters Score -445916.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -445956.718750 Penalty: 4278.786621
	Iteration 64Q: 3 clusters Score -445956.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -446006.125000 Penalty: 4278.786621
	Iteration 65Q: 3 clusters Score -446006.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -446054.437500 Penalty: 4278.786621
	Iteration 66Q: 3 clusters Score -446054.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -446096.781250 Penalty: 4278.786621
	Iteration 67Q: 3 clusters Score -446096.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -446134.500000 Penalty: 4278.786621
	Iteration 68Q: 3 clusters Score -446134.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -446168.531250 Penalty: 4278.786621
	Iteration 69Q: 3 clusters Score -446168.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -446214.750000 Penalty: 4278.786621
	Iteration 70Q: 3 clusters Score -446214.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -446243.968750 Penalty: 4278.786621
	Iteration 71Q: 3 clusters Score -446244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -446269.156250 Penalty: 4278.786621
	Iteration 72Q: 3 clusters Score -446269.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -446283.687500 Penalty: 4278.786621
	Iteration 73Q: 3 clusters Score -446283.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -446298.000000 Penalty: 4278.786621
	Iteration 74Q: 3 clusters Score -446298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -446309.218750 Penalty: 4278.786621
	Iteration 75Q: 3 clusters Score -446309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -446320.000000 Penalty: 4278.786621
	Iteration 76Q: 3 clusters Score -446320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -446322.468750 Penalty: 4278.786621
	Iteration 77Q: 3 clusters Score -446322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -446324.906250 Penalty: 4278.786621
	Iteration 78Q: 3 clusters Score -446324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -446324.906250 Penalty: 4278.786621
	Iteration 79F: 3 clusters Score -446324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Entering Unmasked Estep 
Score: -590492.125000 Penalty: 2241.750244
	Iteration 0F: 2 clusters Score -590492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -583864.750000 Penalty: 4483.500488
	Iteration 0F: 3 clusters Score -583864.8 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -585916.187500 Penalty: 4483.500488
	Iteration 1F: 3 clusters Score -585916.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -586388.375000 Penalty: 4483.500488
	Iteration 2F: 3 clusters Score -586388.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -586747.562500 Penalty: 4483.500488
	Iteration 3F: 3 clusters Score -586747.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -587112.187500 Penalty: 4483.500488
	Iteration 4F: 3 clusters Score -587112.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -587448.875000 Penalty: 4483.500488
	Iteration 5F: 3 clusters Score -587448.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -587825.687500 Penalty: 4483.500488
	Iteration 6F: 3 clusters Score -587825.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -588197.437500 Penalty: 4483.500488
	Iteration 7F: 3 clusters Score -588197.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -588480.750000 Penalty: 4483.500488
	Iteration 8Q: 3 clusters Score -588480.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -588691.312500 Penalty: 4483.500488
	Iteration 9Q: 3 clusters Score -588691.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -588871.375000 Penalty: 4483.500488
	Iteration 10Q: 3 clusters Score -588871.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -589002.875000 Penalty: 4483.500488
	Iteration 11Q: 3 clusters Score -589002.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -589114.687500 Penalty: 4483.500488
	Iteration 12Q: 3 clusters Score -589114.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -589210.687500 Penalty: 4483.500488
	Iteration 13Q: 3 clusters Score -589210.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -589316.437500 Penalty: 4483.500488
	Iteration 14Q: 3 clusters Score -589316.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -589381.687500 Penalty: 4483.500488
	Iteration 15Q: 3 clusters Score -589381.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -589434.125000 Penalty: 4483.500488
	Iteration 16Q: 3 clusters Score -589434.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -589493.000000 Penalty: 4483.500488
	Iteration 17Q: 3 clusters Score -589493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -589548.625000 Penalty: 4483.500488
	Iteration 18Q: 3 clusters Score -589548.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -589580.750000 Penalty: 4483.500488
	Iteration 19Q: 3 clusters Score -589580.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -589612.250000 Penalty: 4483.500488
	Iteration 20F: 3 clusters Score -589612.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -589638.062500 Penalty: 4483.500488
	Iteration 21Q: 3 clusters Score -589638.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -589668.125000 Penalty: 4483.500488
	Iteration 22Q: 3 clusters Score -589668.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -589691.687500 Penalty: 4483.500488
	Iteration 23Q: 3 clusters Score -589691.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -589713.437500 Penalty: 4483.500488
	Iteration 24Q: 3 clusters Score -589713.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -589733.562500 Penalty: 4483.500488
	Iteration 25Q: 3 clusters Score -589733.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -589752.750000 Penalty: 4483.500488
	Iteration 26Q: 3 clusters Score -589752.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -589773.125000 Penalty: 4483.500488
	Iteration 27Q: 3 clusters Score -589773.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -589789.437500 Penalty: 4483.500488
	Iteration 28Q: 3 clusters Score -589789.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -589804.000000 Penalty: 4483.500488
	Iteration 29Q: 3 clusters Score -589804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -589821.187500 Penalty: 4483.500488
	Iteration 30Q: 3 clusters Score -589821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -589828.062500 Penalty: 4483.500488
	Iteration 31Q: 3 clusters Score -589828.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -589835.125000 Penalty: 4483.500488
	Iteration 32Q: 3 clusters Score -589835.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -589840.125000 Penalty: 4483.500488
	Iteration 33Q: 3 clusters Score -589840.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -589842.687500 Penalty: 4483.500488
	Iteration 34Q: 3 clusters Score -589842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -589847.062500 Penalty: 4483.500488
	Iteration 35Q: 3 clusters Score -589847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -589847.250000 Penalty: 4483.500488
	Iteration 36Q: 3 clusters Score -589847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -589849.000000 Penalty: 4483.500488
	Iteration 37Q: 3 clusters Score -589849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -589850.875000 Penalty: 4483.500488
	Iteration 38Q: 3 clusters Score -589850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -589852.062500 Penalty: 4483.500488
	Iteration 39Q: 3 clusters Score -589852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -589851.500000 Penalty: 4483.500488
	Iteration 40F: 3 clusters Score -589851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -589851.500000 Penalty: 4483.500488
	Iteration 41Q: 3 clusters Score -589851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -589851.500000 Penalty: 4483.500488
	Iteration 42F: 3 clusters Score -589851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Entering Unmasked Estep 
Score: -1772809.000000 Penalty: 2464.692383
	Iteration 0F: 2 clusters Score -1772809 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 10347 members 
Entering Unmasked Estep 
Score: -1758304.000000 Penalty: 4929.384766
	Iteration 0F: 3 clusters Score -1758304 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1763093.250000 Penalty: 4929.384766
	Iteration 1F: 3 clusters Score -1763093 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1763413.500000 Penalty: 4929.384766
	Iteration 2Q: 3 clusters Score -1763414 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1763661.250000 Penalty: 4929.384766
	Iteration 3Q: 3 clusters Score -1763661 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1763870.875000 Penalty: 4929.384766
	Iteration 4Q: 3 clusters Score -1763871 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1764086.625000 Penalty: 4929.384766
	Iteration 5Q: 3 clusters Score -1764087 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1764327.375000 Penalty: 4929.384766
	Iteration 6Q: 3 clusters Score -1764327 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1764600.750000 Penalty: 4929.384766
	Iteration 7Q: 3 clusters Score -1764601 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1765020.125000 Penalty: 4929.384766
	Iteration 8Q: 3 clusters Score -1765020 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1765525.875000 Penalty: 4929.384766
	Iteration 9Q: 3 clusters Score -1765526 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1766148.750000 Penalty: 4929.384766
	Iteration 10Q: 3 clusters Score -1766149 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1766874.125000 Penalty: 4929.384766
	Iteration 11F: 3 clusters Score -1766874 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1767595.750000 Penalty: 4929.384766
	Iteration 12F: 3 clusters Score -1767596 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1768204.125000 Penalty: 4929.384766
	Iteration 13Q: 3 clusters Score -1768204 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1768668.625000 Penalty: 4929.384766
	Iteration 14Q: 3 clusters Score -1768669 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1769009.250000 Penalty: 4929.384766
	Iteration 15Q: 3 clusters Score -1769009 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1769277.250000 Penalty: 4929.384766
	Iteration 16Q: 3 clusters Score -1769277 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1769470.500000 Penalty: 4929.384766
	Iteration 17Q: 3 clusters Score -1769470 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1769614.375000 Penalty: 4929.384766
	Iteration 18Q: 3 clusters Score -1769614 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1769737.375000 Penalty: 4929.384766
	Iteration 19Q: 3 clusters Score -1769737 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1769847.375000 Penalty: 4929.384766
	Iteration 20F: 3 clusters Score -1769847 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1769923.750000 Penalty: 4929.384766
	Iteration 21Q: 3 clusters Score -1769924 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1769994.375000 Penalty: 4929.384766
	Iteration 22Q: 3 clusters Score -1769994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1770057.125000 Penalty: 4929.384766
	Iteration 23Q: 3 clusters Score -1770057 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1770115.875000 Penalty: 4929.384766
	Iteration 24Q: 3 clusters Score -1770116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1770161.750000 Penalty: 4929.384766
	Iteration 25Q: 3 clusters Score -1770162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1770216.125000 Penalty: 4929.384766
	Iteration 26Q: 3 clusters Score -1770216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1770277.625000 Penalty: 4929.384766
	Iteration 27Q: 3 clusters Score -1770278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1770338.125000 Penalty: 4929.384766
	Iteration 28Q: 3 clusters Score -1770338 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1770392.625000 Penalty: 4929.384766
	Iteration 29Q: 3 clusters Score -1770393 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1770449.875000 Penalty: 4929.384766
	Iteration 30Q: 3 clusters Score -1770450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1770505.125000 Penalty: 4929.384766
	Iteration 31Q: 3 clusters Score -1770505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1770545.250000 Penalty: 4929.384766
	Iteration 32Q: 3 clusters Score -1770545 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1770575.125000 Penalty: 4929.384766
	Iteration 33Q: 3 clusters Score -1770575 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1770593.500000 Penalty: 4929.384766
	Iteration 34Q: 3 clusters Score -1770594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1770603.250000 Penalty: 4929.384766
	Iteration 35Q: 3 clusters Score -1770603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1770618.250000 Penalty: 4929.384766
	Iteration 36Q: 3 clusters Score -1770618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1770631.875000 Penalty: 4929.384766
	Iteration 37Q: 3 clusters Score -1770632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1770657.125000 Penalty: 4929.384766
	Iteration 38Q: 3 clusters Score -1770657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1770667.125000 Penalty: 4929.384766
	Iteration 39Q: 3 clusters Score -1770667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1770671.500000 Penalty: 4929.384766
	Iteration 40F: 3 clusters Score -1770672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1770679.625000 Penalty: 4929.384766
	Iteration 41Q: 3 clusters Score -1770680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1770687.250000 Penalty: 4929.384766
	Iteration 42Q: 3 clusters Score -1770687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1770688.875000 Penalty: 4929.384766
	Iteration 43Q: 3 clusters Score -1770689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1770698.500000 Penalty: 4929.384766
	Iteration 44Q: 3 clusters Score -1770698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1770705.625000 Penalty: 4929.384766
	Iteration 45Q: 3 clusters Score -1770706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1770707.625000 Penalty: 4929.384766
	Iteration 46Q: 3 clusters Score -1770708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1770701.250000 Penalty: 4929.384766
	Iteration 47Q: 3 clusters Score -1770701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1770703.875000 Penalty: 4929.384766
	Iteration 48Q: 3 clusters Score -1770704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1770702.250000 Penalty: 4929.384766
	Iteration 49Q: 3 clusters Score -1770702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1770705.250000 Penalty: 4929.384766
	Iteration 50Q: 3 clusters Score -1770705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1770705.000000 Penalty: 4929.384766
	Iteration 51Q: 3 clusters Score -1770705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1770704.375000 Penalty: 4929.384766
	Iteration 52Q: 3 clusters Score -1770704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1770705.250000 Penalty: 4929.384766
	Iteration 53Q: 3 clusters Score -1770705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1770705.875000 Penalty: 4929.384766
	Iteration 54Q: 3 clusters Score -1770706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1770706.875000 Penalty: 4929.384766
	Iteration 55Q: 3 clusters Score -1770707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1770707.375000 Penalty: 4929.384766
	Iteration 56Q: 3 clusters Score -1770707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1770706.625000 Penalty: 4929.384766
	Iteration 57Q: 3 clusters Score -1770707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1770706.625000 Penalty: 4929.384766
	Iteration 58F: 3 clusters Score -1770707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Entering Unmasked Estep 
Score: -4417521.000000 Penalty: 2706.413818
	Iteration 0F: 2 clusters Score -4417521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4380755.000000 Penalty: 5412.827637
	Iteration 0F: 3 clusters Score -4380755 nChanged 25320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4394896.000000 Penalty: 5412.827637
	Iteration 1F: 3 clusters Score -4394896 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4395549.500000 Penalty: 5412.827637
	Iteration 2Q: 3 clusters Score -4395550 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4396310.500000 Penalty: 5412.827637
	Iteration 3Q: 3 clusters Score -4396310 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4397213.000000 Penalty: 5412.827637
	Iteration 4Q: 3 clusters Score -4397213 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4398265.000000 Penalty: 5412.827637
	Iteration 5Q: 3 clusters Score -4398265 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4399553.500000 Penalty: 5412.827637
	Iteration 6Q: 3 clusters Score -4399554 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4401183.500000 Penalty: 5412.827637
	Iteration 7F: 3 clusters Score -4401184 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4402942.000000 Penalty: 5412.827637
	Iteration 8F: 3 clusters Score -4402942 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4404707.000000 Penalty: 5412.827637
	Iteration 9F: 3 clusters Score -4404707 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4406290.000000 Penalty: 5412.827637
	Iteration 10F: 3 clusters Score -4406290 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4407602.000000 Penalty: 5412.827637
	Iteration 11Q: 3 clusters Score -4407602 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4408591.000000 Penalty: 5412.827637
	Iteration 12Q: 3 clusters Score -4408591 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4409526.500000 Penalty: 5412.827637
	Iteration 13Q: 3 clusters Score -4409526 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4410510.000000 Penalty: 5412.827637
	Iteration 14Q: 3 clusters Score -4410510 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4411432.500000 Penalty: 5412.827637
	Iteration 15Q: 3 clusters Score -4411432 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4412141.000000 Penalty: 5412.827637
	Iteration 16Q: 3 clusters Score -4412141 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4412622.500000 Penalty: 5412.827637
	Iteration 17Q: 3 clusters Score -4412622 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4412971.000000 Penalty: 5412.827637
	Iteration 18Q: 3 clusters Score -4412971 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4413272.000000 Penalty: 5412.827637
	Iteration 19Q: 3 clusters Score -4413272 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4413468.000000 Penalty: 5412.827637
	Iteration 20F: 3 clusters Score -4413468 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4413623.000000 Penalty: 5412.827637
	Iteration 21Q: 3 clusters Score -4413623 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4413750.500000 Penalty: 5412.827637
	Iteration 22Q: 3 clusters Score -4413750 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4413864.500000 Penalty: 5412.827637
	Iteration 23Q: 3 clusters Score -4413864 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4413958.000000 Penalty: 5412.827637
	Iteration 24Q: 3 clusters Score -4413958 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4414017.000000 Penalty: 5412.827637
	Iteration 25Q: 3 clusters Score -4414017 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4414076.000000 Penalty: 5412.827637
	Iteration 26Q: 3 clusters Score -4414076 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4414143.000000 Penalty: 5412.827637
	Iteration 27Q: 3 clusters Score -4414143 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4414204.500000 Penalty: 5412.827637
	Iteration 28Q: 3 clusters Score -4414204 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4414276.500000 Penalty: 5412.827637
	Iteration 29Q: 3 clusters Score -4414276 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4414348.000000 Penalty: 5412.827637
	Iteration 30Q: 3 clusters Score -4414348 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4414400.000000 Penalty: 5412.827637
	Iteration 31Q: 3 clusters Score -4414400 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4414451.500000 Penalty: 5412.827637
	Iteration 32Q: 3 clusters Score -4414452 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4414532.000000 Penalty: 5412.827637
	Iteration 33Q: 3 clusters Score -4414532 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4414608.500000 Penalty: 5412.827637
	Iteration 34Q: 3 clusters Score -4414608 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4414700.500000 Penalty: 5412.827637
	Iteration 35Q: 3 clusters Score -4414700 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4414827.500000 Penalty: 5412.827637
	Iteration 36Q: 3 clusters Score -4414828 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4414947.000000 Penalty: 5412.827637
	Iteration 37Q: 3 clusters Score -4414947 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4415070.000000 Penalty: 5412.827637
	Iteration 38Q: 3 clusters Score -4415070 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4415265.500000 Penalty: 5412.827637
	Iteration 39Q: 3 clusters Score -4415266 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4415484.500000 Penalty: 5412.827637
	Iteration 40F: 3 clusters Score -4415484 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4415710.000000 Penalty: 5412.827637
	Iteration 41Q: 3 clusters Score -4415710 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4415989.500000 Penalty: 5412.827637
	Iteration 42Q: 3 clusters Score -4415990 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4416219.000000 Penalty: 5412.827637
	Iteration 43Q: 3 clusters Score -4416219 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -4416389.500000 Penalty: 5412.827637
	Iteration 44Q: 3 clusters Score -4416390 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4416479.500000 Penalty: 5412.827637
	Iteration 45Q: 3 clusters Score -4416480 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4416513.500000 Penalty: 5412.827637
	Iteration 46Q: 3 clusters Score -4416514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4416541.500000 Penalty: 5412.827637
	Iteration 47Q: 3 clusters Score -4416542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4416558.000000 Penalty: 5412.827637
	Iteration 48Q: 3 clusters Score -4416558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4416566.500000 Penalty: 5412.827637
	Iteration 49Q: 3 clusters Score -4416566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4416563.500000 Penalty: 5412.827637
	Iteration 50Q: 3 clusters Score -4416564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4416576.500000 Penalty: 5412.827637
	Iteration 51Q: 3 clusters Score -4416576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4416576.500000 Penalty: 5412.827637
	Iteration 52Q: 3 clusters Score -4416576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4416568.500000 Penalty: 5412.827637
	Iteration 53Q: 3 clusters Score -4416568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4416568.000000 Penalty: 5412.827637
	Iteration 54Q: 3 clusters Score -4416568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4416566.500000 Penalty: 5412.827637
	Iteration 55Q: 3 clusters Score -4416566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4416558.500000 Penalty: 5412.827637
	Iteration 56Q: 3 clusters Score -4416558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4416553.000000 Penalty: 5412.827637
	Iteration 57Q: 3 clusters Score -4416553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4416552.500000 Penalty: 5412.827637
	Iteration 58Q: 3 clusters Score -4416552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4416543.500000 Penalty: 5412.827637
	Iteration 59Q: 3 clusters Score -4416544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4416544.000000 Penalty: 5412.827637
	Iteration 60F: 3 clusters Score -4416544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4416553.500000 Penalty: 5412.827637
	Iteration 61Q: 3 clusters Score -4416554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4416562.500000 Penalty: 5412.827637
	Iteration 62Q: 3 clusters Score -4416562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4416564.500000 Penalty: 5412.827637
	Iteration 63Q: 3 clusters Score -4416564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4416563.500000 Penalty: 5412.827637
	Iteration 64Q: 3 clusters Score -4416564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4416563.500000 Penalty: 5412.827637
	Iteration 65F: 3 clusters Score -4416564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Entering Unmasked Estep 
Score: -4495833.000000 Penalty: 2711.437012
	Iteration 0F: 2 clusters Score -4495833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4458231.000000 Penalty: 5422.874023
	Iteration 0F: 3 clusters Score -4458231 nChanged 25958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4472909.000000 Penalty: 5422.874023
	Iteration 1F: 3 clusters Score -4472909 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4473651.000000 Penalty: 5422.874023
	Iteration 2Q: 3 clusters Score -4473651 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -4474478.500000 Penalty: 5422.874023
	Iteration 3Q: 3 clusters Score -4474478 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4475529.500000 Penalty: 5422.874023
	Iteration 4Q: 3 clusters Score -4475530 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4476832.000000 Penalty: 5422.874023
	Iteration 5Q: 3 clusters Score -4476832 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -4478431.000000 Penalty: 5422.874023
	Iteration 6F: 3 clusters Score -4478431 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -4480413.000000 Penalty: 5422.874023
	Iteration 7F: 3 clusters Score -4480413 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4482683.000000 Penalty: 5422.874023
	Iteration 8F: 3 clusters Score -4482683 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4485050.500000 Penalty: 5422.874023
	Iteration 9F: 3 clusters Score -4485050 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4487247.500000 Penalty: 5422.874023
	Iteration 10F: 3 clusters Score -4487248 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4489164.000000 Penalty: 5422.874023
	Iteration 11Q: 3 clusters Score -4489164 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4490467.000000 Penalty: 5422.874023
	Iteration 12Q: 3 clusters Score -4490467 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4491275.000000 Penalty: 5422.874023
	Iteration 13Q: 3 clusters Score -4491275 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4491866.500000 Penalty: 5422.874023
	Iteration 14Q: 3 clusters Score -4491866 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4492212.500000 Penalty: 5422.874023
	Iteration 15Q: 3 clusters Score -4492212 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4492474.500000 Penalty: 5422.874023
	Iteration 16Q: 3 clusters Score -4492474 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4492643.500000 Penalty: 5422.874023
	Iteration 17Q: 3 clusters Score -4492644 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4492764.500000 Penalty: 5422.874023
	Iteration 18Q: 3 clusters Score -4492764 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4492861.500000 Penalty: 5422.874023
	Iteration 19Q: 3 clusters Score -4492862 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4492954.000000 Penalty: 5422.874023
	Iteration 20F: 3 clusters Score -4492954 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4493021.000000 Penalty: 5422.874023
	Iteration 21Q: 3 clusters Score -4493021 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4493095.500000 Penalty: 5422.874023
	Iteration 22Q: 3 clusters Score -4493096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4493187.000000 Penalty: 5422.874023
	Iteration 23Q: 3 clusters Score -4493187 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4493256.000000 Penalty: 5422.874023
	Iteration 24Q: 3 clusters Score -4493256 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4493352.000000 Penalty: 5422.874023
	Iteration 25Q: 3 clusters Score -4493352 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4493431.000000 Penalty: 5422.874023
	Iteration 26Q: 3 clusters Score -4493431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4493496.500000 Penalty: 5422.874023
	Iteration 27Q: 3 clusters Score -4493496 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4493576.500000 Penalty: 5422.874023
	Iteration 28Q: 3 clusters Score -4493576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4493659.500000 Penalty: 5422.874023
	Iteration 29Q: 3 clusters Score -4493660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4493700.500000 Penalty: 5422.874023
	Iteration 30Q: 3 clusters Score -4493700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4493740.000000 Penalty: 5422.874023
	Iteration 31Q: 3 clusters Score -4493740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4493764.000000 Penalty: 5422.874023
	Iteration 32Q: 3 clusters Score -4493764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -4493790.000000 Penalty: 5422.874023
	Iteration 33Q: 3 clusters Score -4493790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4493818.000000 Penalty: 5422.874023
	Iteration 34Q: 3 clusters Score -4493818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4493830.000000 Penalty: 5422.874023
	Iteration 35Q: 3 clusters Score -4493830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4493844.500000 Penalty: 5422.874023
	Iteration 36Q: 3 clusters Score -4493844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4493863.500000 Penalty: 5422.874023
	Iteration 37Q: 3 clusters Score -4493864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4493875.500000 Penalty: 5422.874023
	Iteration 38Q: 3 clusters Score -4493876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4493886.500000 Penalty: 5422.874023
	Iteration 39Q: 3 clusters Score -4493886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4493889.500000 Penalty: 5422.874023
	Iteration 40F: 3 clusters Score -4493890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4493895.500000 Penalty: 5422.874023
	Iteration 41Q: 3 clusters Score -4493896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4493896.000000 Penalty: 5422.874023
	Iteration 42Q: 3 clusters Score -4493896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4493897.000000 Penalty: 5422.874023
	Iteration 43Q: 3 clusters Score -4493897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4493894.500000 Penalty: 5422.874023
	Iteration 44Q: 3 clusters Score -4493894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4493904.500000 Penalty: 5422.874023
	Iteration 45Q: 3 clusters Score -4493904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4493912.000000 Penalty: 5422.874023
	Iteration 46Q: 3 clusters Score -4493912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4493920.500000 Penalty: 5422.874023
	Iteration 47Q: 3 clusters Score -4493920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4493911.500000 Penalty: 5422.874023
	Iteration 48Q: 3 clusters Score -4493912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4493909.000000 Penalty: 5422.874023
	Iteration 49Q: 3 clusters Score -4493909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4493920.000000 Penalty: 5422.874023
	Iteration 50Q: 3 clusters Score -4493920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4493923.500000 Penalty: 5422.874023
	Iteration 51Q: 3 clusters Score -4493924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4493930.000000 Penalty: 5422.874023
	Iteration 52Q: 3 clusters Score -4493930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4493930.500000 Penalty: 5422.874023
	Iteration 53Q: 3 clusters Score -4493930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4493931.000000 Penalty: 5422.874023
	Iteration 54Q: 3 clusters Score -4493931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4493931.000000 Penalty: 5422.874023
	Iteration 55Q: 3 clusters Score -4493931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4493933.000000 Penalty: 5422.874023
	Iteration 56Q: 3 clusters Score -4493933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4493932.000000 Penalty: 5422.874023
	Iteration 57Q: 3 clusters Score -4493932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4493932.000000 Penalty: 5422.874023
	Iteration 58F: 3 clusters Score -4493932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Entering Unmasked Estep 
Score: -1762858.750000 Penalty: 2474.760498
	Iteration 0F: 2 clusters Score -1762859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1747827.750000 Penalty: 4949.520996
	Iteration 0F: 3 clusters Score -1747828 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1753031.875000 Penalty: 4949.520996
	Iteration 1F: 3 clusters Score -1753032 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1753649.875000 Penalty: 4949.520996
	Iteration 2F: 3 clusters Score -1753650 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1754307.375000 Penalty: 4949.520996
	Iteration 3F: 3 clusters Score -1754307 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1754956.875000 Penalty: 4949.520996
	Iteration 4F: 3 clusters Score -1754957 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1755589.875000 Penalty: 4949.520996
	Iteration 5F: 3 clusters Score -1755590 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1756218.750000 Penalty: 4949.520996
	Iteration 6F: 3 clusters Score -1756219 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1756792.375000 Penalty: 4949.520996
	Iteration 7Q: 3 clusters Score -1756792 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1757318.000000 Penalty: 4949.520996
	Iteration 8Q: 3 clusters Score -1757318 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1757791.375000 Penalty: 4949.520996
	Iteration 9Q: 3 clusters Score -1757791 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1758232.875000 Penalty: 4949.520996
	Iteration 10Q: 3 clusters Score -1758233 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1758634.625000 Penalty: 4949.520996
	Iteration 11Q: 3 clusters Score -1758635 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1759045.500000 Penalty: 4949.520996
	Iteration 12Q: 3 clusters Score -1759046 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1759417.875000 Penalty: 4949.520996
	Iteration 13Q: 3 clusters Score -1759418 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1759774.125000 Penalty: 4949.520996
	Iteration 14Q: 3 clusters Score -1759774 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1760042.875000 Penalty: 4949.520996
	Iteration 15Q: 3 clusters Score -1760043 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1760238.125000 Penalty: 4949.520996
	Iteration 16Q: 3 clusters Score -1760238 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1760361.750000 Penalty: 4949.520996
	Iteration 17Q: 3 clusters Score -1760362 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1760468.125000 Penalty: 4949.520996
	Iteration 18Q: 3 clusters Score -1760468 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1760559.625000 Penalty: 4949.520996
	Iteration 19Q: 3 clusters Score -1760560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1760610.875000 Penalty: 4949.520996
	Iteration 20F: 3 clusters Score -1760611 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1760658.750000 Penalty: 4949.520996
	Iteration 21Q: 3 clusters Score -1760659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1760704.250000 Penalty: 4949.520996
	Iteration 22Q: 3 clusters Score -1760704 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1760743.250000 Penalty: 4949.520996
	Iteration 23Q: 3 clusters Score -1760743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1760776.625000 Penalty: 4949.520996
	Iteration 24Q: 3 clusters Score -1760777 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1760798.000000 Penalty: 4949.520996
	Iteration 25Q: 3 clusters Score -1760798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1760822.250000 Penalty: 4949.520996
	Iteration 26Q: 3 clusters Score -1760822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1760840.000000 Penalty: 4949.520996
	Iteration 27Q: 3 clusters Score -1760840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1760850.375000 Penalty: 4949.520996
	Iteration 28Q: 3 clusters Score -1760850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1760853.250000 Penalty: 4949.520996
	Iteration 29Q: 3 clusters Score -1760853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1760862.750000 Penalty: 4949.520996
	Iteration 30Q: 3 clusters Score -1760863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1760872.375000 Penalty: 4949.520996
	Iteration 31Q: 3 clusters Score -1760872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1760879.375000 Penalty: 4949.520996
	Iteration 32Q: 3 clusters Score -1760879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1760886.625000 Penalty: 4949.520996
	Iteration 33Q: 3 clusters Score -1760887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1760888.625000 Penalty: 4949.520996
	Iteration 34Q: 3 clusters Score -1760889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1760895.500000 Penalty: 4949.520996
	Iteration 35Q: 3 clusters Score -1760896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1760902.000000 Penalty: 4949.520996
	Iteration 36Q: 3 clusters Score -1760902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1760900.375000 Penalty: 4949.520996
	Iteration 37Q: 3 clusters Score -1760900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1760902.000000 Penalty: 4949.520996
	Iteration 38Q: 3 clusters Score -1760902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1760901.750000 Penalty: 4949.520996
	Iteration 39Q: 3 clusters Score -1760902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1760901.750000 Penalty: 4949.520996
	Iteration 40F: 3 clusters Score -1760902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1760901.375000 Penalty: 4949.520996
	Iteration 41Q: 3 clusters Score -1760901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1760902.375000 Penalty: 4949.520996
	Iteration 42Q: 3 clusters Score -1760902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1760903.250000 Penalty: 4949.520996
	Iteration 43Q: 3 clusters Score -1760903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1760903.625000 Penalty: 4949.520996
	Iteration 44Q: 3 clusters Score -1760904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1760902.625000 Penalty: 4949.520996
	Iteration 45Q: 3 clusters Score -1760903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1760902.250000 Penalty: 4949.520996
	Iteration 46Q: 3 clusters Score -1760902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1760902.250000 Penalty: 4949.520996
	Iteration 47F: 3 clusters Score -1760902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1273356.375000 Penalty: 2393.650391
	Iteration 0F: 2 clusters Score -1273356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1262137.750000 Penalty: 4787.300781
	Iteration 0F: 3 clusters Score -1262138 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1265521.750000 Penalty: 4787.300781
	Iteration 1F: 3 clusters Score -1265522 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1265911.375000 Penalty: 4787.300781
	Iteration 2F: 3 clusters Score -1265911 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1266214.500000 Penalty: 4787.300781
	Iteration 3F: 3 clusters Score -1266214 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1266438.750000 Penalty: 4787.300781
	Iteration 4Q: 3 clusters Score -1266439 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1266624.125000 Penalty: 4787.300781
	Iteration 5Q: 3 clusters Score -1266624 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1266826.125000 Penalty: 4787.300781
	Iteration 6Q: 3 clusters Score -1266826 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1267054.875000 Penalty: 4787.300781
	Iteration 7Q: 3 clusters Score -1267055 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1267345.625000 Penalty: 4787.300781
	Iteration 8Q: 3 clusters Score -1267346 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1267730.000000 Penalty: 4787.300781
	Iteration 9Q: 3 clusters Score -1267730 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1268180.875000 Penalty: 4787.300781
	Iteration 10F: 3 clusters Score -1268181 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1268659.250000 Penalty: 4787.300781
	Iteration 11F: 3 clusters Score -1268659 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1269107.375000 Penalty: 4787.300781
	Iteration 12Q: 3 clusters Score -1269107 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1269510.750000 Penalty: 4787.300781
	Iteration 13Q: 3 clusters Score -1269511 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1269884.750000 Penalty: 4787.300781
	Iteration 14Q: 3 clusters Score -1269885 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1270162.875000 Penalty: 4787.300781
	Iteration 15Q: 3 clusters Score -1270163 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1270361.000000 Penalty: 4787.300781
	Iteration 16Q: 3 clusters Score -1270361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1270494.125000 Penalty: 4787.300781
	Iteration 17Q: 3 clusters Score -1270494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1270612.000000 Penalty: 4787.300781
	Iteration 18Q: 3 clusters Score -1270612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1270712.875000 Penalty: 4787.300781
	Iteration 19Q: 3 clusters Score -1270713 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1270785.375000 Penalty: 4787.300781
	Iteration 20F: 3 clusters Score -1270785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1270855.000000 Penalty: 4787.300781
	Iteration 21Q: 3 clusters Score -1270855 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1270916.250000 Penalty: 4787.300781
	Iteration 22Q: 3 clusters Score -1270916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1270979.125000 Penalty: 4787.300781
	Iteration 23Q: 3 clusters Score -1270979 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1271031.750000 Penalty: 4787.300781
	Iteration 24Q: 3 clusters Score -1271032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1271063.375000 Penalty: 4787.300781
	Iteration 25Q: 3 clusters Score -1271063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1271106.875000 Penalty: 4787.300781
	Iteration 26Q: 3 clusters Score -1271107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1271132.125000 Penalty: 4787.300781
	Iteration 27Q: 3 clusters Score -1271132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1271153.875000 Penalty: 4787.300781
	Iteration 28Q: 3 clusters Score -1271154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1271181.875000 Penalty: 4787.300781
	Iteration 29Q: 3 clusters Score -1271182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1271197.375000 Penalty: 4787.300781
	Iteration 30Q: 3 clusters Score -1271197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1271209.000000 Penalty: 4787.300781
	Iteration 31Q: 3 clusters Score -1271209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1271216.500000 Penalty: 4787.300781
	Iteration 32Q: 3 clusters Score -1271216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1271221.375000 Penalty: 4787.300781
	Iteration 33Q: 3 clusters Score -1271221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1271228.875000 Penalty: 4787.300781
	Iteration 34Q: 3 clusters Score -1271229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1271236.500000 Penalty: 4787.300781
	Iteration 35Q: 3 clusters Score -1271236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1271242.875000 Penalty: 4787.300781
	Iteration 36Q: 3 clusters Score -1271243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1271250.375000 Penalty: 4787.300781
	Iteration 37Q: 3 clusters Score -1271250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1271257.375000 Penalty: 4787.300781
	Iteration 38Q: 3 clusters Score -1271257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1271263.625000 Penalty: 4787.300781
	Iteration 39Q: 3 clusters Score -1271264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1271273.375000 Penalty: 4787.300781
	Iteration 40F: 3 clusters Score -1271273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1271274.250000 Penalty: 4787.300781
	Iteration 41Q: 3 clusters Score -1271274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1271279.625000 Penalty: 4787.300781
	Iteration 42Q: 3 clusters Score -1271280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1271282.125000 Penalty: 4787.300781
	Iteration 43Q: 3 clusters Score -1271282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1271284.375000 Penalty: 4787.300781
	Iteration 44Q: 3 clusters Score -1271284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1271285.875000 Penalty: 4787.300781
	Iteration 45Q: 3 clusters Score -1271286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1271290.375000 Penalty: 4787.300781
	Iteration 46Q: 3 clusters Score -1271290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1271292.625000 Penalty: 4787.300781
	Iteration 47Q: 3 clusters Score -1271293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1271292.625000 Penalty: 4787.300781
	Iteration 48F: 3 clusters Score -1271293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -111173.351562 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -111173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108960.179688 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -108960.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109331.359375 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -109331.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109485.726562 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -109485.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109549.039062 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -109549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109599.429688 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -109599.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109648.585938 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -109648.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -109715.390625 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -109715.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -109780.484375 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -109780.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -109858.093750 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -109858.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -109960.875000 Penalty: 3593.136719
	Iteration 9Q: 3 clusters Score -109960.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -110095.710938 Penalty: 3593.136719
	Iteration 10Q: 3 clusters Score -110095.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110324.960938 Penalty: 3593.136719
	Iteration 11Q: 3 clusters Score -110325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110537.875000 Penalty: 3593.136719
	Iteration 12Q: 3 clusters Score -110537.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -110645.937500 Penalty: 3593.136719
	Iteration 13Q: 3 clusters Score -110645.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -110708.320312 Penalty: 3593.136719
	Iteration 14Q: 3 clusters Score -110708.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110731.445312 Penalty: 3593.136719
	Iteration 15Q: 3 clusters Score -110731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110738.390625 Penalty: 3593.136719
	Iteration 16Q: 3 clusters Score -110738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110742.031250 Penalty: 3593.136719
	Iteration 17Q: 3 clusters Score -110742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110744.609375 Penalty: 3593.136719
	Iteration 18Q: 3 clusters Score -110744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110745.750000 Penalty: 3593.136719
	Iteration 19Q: 3 clusters Score -110745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110745.750000 Penalty: 3593.136719
	Iteration 20F: 3 clusters Score -110745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -135101.187500 Penalty: 1844.281128
	Iteration 0F: 2 clusters Score -135101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -132632.000000 Penalty: 3688.562256
	Iteration 0F: 3 clusters Score -132632 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133024.093750 Penalty: 3688.562256
	Iteration 1F: 3 clusters Score -133024.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133155.000000 Penalty: 3688.562256
	Iteration 2F: 3 clusters Score -133155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133224.312500 Penalty: 3688.562256
	Iteration 3Q: 3 clusters Score -133224.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -133285.234375 Penalty: 3688.562256
	Iteration 4Q: 3 clusters Score -133285.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -133332.156250 Penalty: 3688.562256
	Iteration 5Q: 3 clusters Score -133332.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -133361.921875 Penalty: 3688.562256
	Iteration 6Q: 3 clusters Score -133361.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -133387.828125 Penalty: 3688.562256
	Iteration 7Q: 3 clusters Score -133387.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -133411.062500 Penalty: 3688.562256
	Iteration 8Q: 3 clusters Score -133411.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -133428.765625 Penalty: 3688.562256
	Iteration 9Q: 3 clusters Score -133428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -133438.828125 Penalty: 3688.562256
	Iteration 10Q: 3 clusters Score -133438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -133449.375000 Penalty: 3688.562256
	Iteration 11Q: 3 clusters Score -133449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -133458.734375 Penalty: 3688.562256
	Iteration 12Q: 3 clusters Score -133458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -133463.890625 Penalty: 3688.562256
	Iteration 13Q: 3 clusters Score -133463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -133471.296875 Penalty: 3688.562256
	Iteration 14Q: 3 clusters Score -133471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -133479.390625 Penalty: 3688.562256
	Iteration 15Q: 3 clusters Score -133479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -133485.125000 Penalty: 3688.562256
	Iteration 16Q: 3 clusters Score -133485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -133494.453125 Penalty: 3688.562256
	Iteration 17Q: 3 clusters Score -133494.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -133510.312500 Penalty: 3688.562256
	Iteration 18Q: 3 clusters Score -133510.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -133529.265625 Penalty: 3688.562256
	Iteration 19Q: 3 clusters Score -133529.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -133540.609375 Penalty: 3688.562256
	Iteration 20F: 3 clusters Score -133540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -133559.750000 Penalty: 3688.562256
	Iteration 21Q: 3 clusters Score -133559.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -133574.593750 Penalty: 3688.562256
	Iteration 22Q: 3 clusters Score -133574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -133590.937500 Penalty: 3688.562256
	Iteration 23Q: 3 clusters Score -133590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -133603.156250 Penalty: 3688.562256
	Iteration 24Q: 3 clusters Score -133603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -133613.031250 Penalty: 3688.562256
	Iteration 25Q: 3 clusters Score -133613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -133617.531250 Penalty: 3688.562256
	Iteration 26Q: 3 clusters Score -133617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -133622.140625 Penalty: 3688.562256
	Iteration 27Q: 3 clusters Score -133622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -133625.843750 Penalty: 3688.562256
	Iteration 28Q: 3 clusters Score -133625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -133631.218750 Penalty: 3688.562256
	Iteration 29Q: 3 clusters Score -133631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -133637.250000 Penalty: 3688.562256
	Iteration 30Q: 3 clusters Score -133637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -133640.281250 Penalty: 3688.562256
	Iteration 31Q: 3 clusters Score -133640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -133642.515625 Penalty: 3688.562256
	Iteration 32Q: 3 clusters Score -133642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -133645.937500 Penalty: 3688.562256
	Iteration 33Q: 3 clusters Score -133645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -133648.140625 Penalty: 3688.562256
	Iteration 34Q: 3 clusters Score -133648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -133654.250000 Penalty: 3688.562256
	Iteration 35Q: 3 clusters Score -133654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -133656.359375 Penalty: 3688.562256
	Iteration 36Q: 3 clusters Score -133656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -133658.375000 Penalty: 3688.562256
	Iteration 37Q: 3 clusters Score -133658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -133659.609375 Penalty: 3688.562256
	Iteration 38Q: 3 clusters Score -133659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -133660.328125 Penalty: 3688.562256
	Iteration 39Q: 3 clusters Score -133660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -133661.203125 Penalty: 3688.562256
	Iteration 40F: 3 clusters Score -133661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Entering Unmasked Estep 
Score: -467536.500000 Penalty: 2149.328369
	Iteration 0F: 2 clusters Score -467536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -462558.500000 Penalty: 4298.656738
	Iteration 0F: 3 clusters Score -462558.5 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -463851.093750 Penalty: 4298.656738
	Iteration 1F: 3 clusters Score -463851.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -464032.187500 Penalty: 4298.656738
	Iteration 2F: 3 clusters Score -464032.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -464151.468750 Penalty: 4298.656738
	Iteration 3Q: 3 clusters Score -464151.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -464251.906250 Penalty: 4298.656738
	Iteration 4Q: 3 clusters Score -464251.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -464336.656250 Penalty: 4298.656738
	Iteration 5Q: 3 clusters Score -464336.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -464423.156250 Penalty: 4298.656738
	Iteration 6Q: 3 clusters Score -464423.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -464515.406250 Penalty: 4298.656738
	Iteration 7Q: 3 clusters Score -464515.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -464611.156250 Penalty: 4298.656738
	Iteration 8Q: 3 clusters Score -464611.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -464693.781250 Penalty: 4298.656738
	Iteration 9Q: 3 clusters Score -464693.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -464777.062500 Penalty: 4298.656738
	Iteration 10Q: 3 clusters Score -464777.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -464850.656250 Penalty: 4298.656738
	Iteration 11Q: 3 clusters Score -464850.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -464925.937500 Penalty: 4298.656738
	Iteration 12Q: 3 clusters Score -464925.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -465003.750000 Penalty: 4298.656738
	Iteration 13Q: 3 clusters Score -465003.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -465081.937500 Penalty: 4298.656738
	Iteration 14Q: 3 clusters Score -465081.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -465165.187500 Penalty: 4298.656738
	Iteration 15Q: 3 clusters Score -465165.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -465237.531250 Penalty: 4298.656738
	Iteration 16Q: 3 clusters Score -465237.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -465313.093750 Penalty: 4298.656738
	Iteration 17Q: 3 clusters Score -465313.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -465412.531250 Penalty: 4298.656738
	Iteration 18Q: 3 clusters Score -465412.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -465504.843750 Penalty: 4298.656738
	Iteration 19Q: 3 clusters Score -465504.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -465598.906250 Penalty: 4298.656738
	Iteration 20F: 3 clusters Score -465598.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -465655.125000 Penalty: 4298.656738
	Iteration 21Q: 3 clusters Score -465655.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -465698.312500 Penalty: 4298.656738
	Iteration 22Q: 3 clusters Score -465698.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -465726.812500 Penalty: 4298.656738
	Iteration 23Q: 3 clusters Score -465726.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -465747.906250 Penalty: 4298.656738
	Iteration 24Q: 3 clusters Score -465747.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -465772.843750 Penalty: 4298.656738
	Iteration 25Q: 3 clusters Score -465772.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -465796.843750 Penalty: 4298.656738
	Iteration 26Q: 3 clusters Score -465796.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -465818.343750 Penalty: 4298.656738
	Iteration 27Q: 3 clusters Score -465818.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -465841.500000 Penalty: 4298.656738
	Iteration 28Q: 3 clusters Score -465841.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -465866.343750 Penalty: 4298.656738
	Iteration 29Q: 3 clusters Score -465866.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -465893.156250 Penalty: 4298.656738
	Iteration 30Q: 3 clusters Score -465893.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -465912.781250 Penalty: 4298.656738
	Iteration 31Q: 3 clusters Score -465912.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -465926.281250 Penalty: 4298.656738
	Iteration 32Q: 3 clusters Score -465926.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -465933.125000 Penalty: 4298.656738
	Iteration 33Q: 3 clusters Score -465933.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -465942.156250 Penalty: 4298.656738
	Iteration 34Q: 3 clusters Score -465942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -465951.968750 Penalty: 4298.656738
	Iteration 35Q: 3 clusters Score -465952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -465958.468750 Penalty: 4298.656738
	Iteration 36Q: 3 clusters Score -465958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -465960.625000 Penalty: 4298.656738
	Iteration 37Q: 3 clusters Score -465960.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -465960.312500 Penalty: 4298.656738
	Iteration 38Q: 3 clusters Score -465960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -465961.937500 Penalty: 4298.656738
	Iteration 39Q: 3 clusters Score -465961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -465962.562500 Penalty: 4298.656738
	Iteration 40F: 3 clusters Score -465962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -465962.906250 Penalty: 4298.656738
	Iteration 41Q: 3 clusters Score -465962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -465962.781250 Penalty: 4298.656738
	Iteration 42Q: 3 clusters Score -465962.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -465962.781250 Penalty: 4298.656738
	Iteration 43F: 3 clusters Score -465962.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -225044.359375 Penalty: 1969.088257
	Iteration 0F: 2 clusters Score -225044.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -221971.968750 Penalty: 3938.176514
	Iteration 0F: 3 clusters Score -221972 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -222574.796875 Penalty: 3938.176514
	Iteration 1F: 3 clusters Score -222574.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -222750.625000 Penalty: 3938.176514
	Iteration 2F: 3 clusters Score -222750.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -222848.078125 Penalty: 3938.176514
	Iteration 3F: 3 clusters Score -222848.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -222918.578125 Penalty: 3938.176514
	Iteration 4Q: 3 clusters Score -222918.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -222982.625000 Penalty: 3938.176514
	Iteration 5Q: 3 clusters Score -222982.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -223039.437500 Penalty: 3938.176514
	Iteration 6Q: 3 clusters Score -223039.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -223084.953125 Penalty: 3938.176514
	Iteration 7Q: 3 clusters Score -223085 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -223133.140625 Penalty: 3938.176514
	Iteration 8Q: 3 clusters Score -223133.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -223172.093750 Penalty: 3938.176514
	Iteration 9Q: 3 clusters Score -223172.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -223212.625000 Penalty: 3938.176514
	Iteration 10Q: 3 clusters Score -223212.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -223248.093750 Penalty: 3938.176514
	Iteration 11Q: 3 clusters Score -223248.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -223285.218750 Penalty: 3938.176514
	Iteration 12Q: 3 clusters Score -223285.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -223326.046875 Penalty: 3938.176514
	Iteration 13Q: 3 clusters Score -223326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -223356.453125 Penalty: 3938.176514
	Iteration 14Q: 3 clusters Score -223356.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -223390.328125 Penalty: 3938.176514
	Iteration 15Q: 3 clusters Score -223390.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -223421.171875 Penalty: 3938.176514
	Iteration 16Q: 3 clusters Score -223421.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -223447.234375 Penalty: 3938.176514
	Iteration 17Q: 3 clusters Score -223447.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -223470.015625 Penalty: 3938.176514
	Iteration 18Q: 3 clusters Score -223470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -223489.328125 Penalty: 3938.176514
	Iteration 19Q: 3 clusters Score -223489.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -223506.375000 Penalty: 3938.176514
	Iteration 20F: 3 clusters Score -223506.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -223524.281250 Penalty: 3938.176514
	Iteration 21Q: 3 clusters Score -223524.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -223535.375000 Penalty: 3938.176514
	Iteration 22Q: 3 clusters Score -223535.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -223548.359375 Penalty: 3938.176514
	Iteration 23Q: 3 clusters Score -223548.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -223558.140625 Penalty: 3938.176514
	Iteration 24Q: 3 clusters Score -223558.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -223563.921875 Penalty: 3938.176514
	Iteration 25Q: 3 clusters Score -223563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -223570.093750 Penalty: 3938.176514
	Iteration 26Q: 3 clusters Score -223570.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -223575.718750 Penalty: 3938.176514
	Iteration 27Q: 3 clusters Score -223575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -223579.843750 Penalty: 3938.176514
	Iteration 28Q: 3 clusters Score -223579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -223583.343750 Penalty: 3938.176514
	Iteration 29Q: 3 clusters Score -223583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -223586.296875 Penalty: 3938.176514
	Iteration 30Q: 3 clusters Score -223586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -223589.062500 Penalty: 3938.176514
	Iteration 31Q: 3 clusters Score -223589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -223590.734375 Penalty: 3938.176514
	Iteration 32Q: 3 clusters Score -223590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -223593.718750 Penalty: 3938.176514
	Iteration 33Q: 3 clusters Score -223593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -223594.156250 Penalty: 3938.176514
	Iteration 34Q: 3 clusters Score -223594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -223594.828125 Penalty: 3938.176514
	Iteration 35Q: 3 clusters Score -223594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -223595.531250 Penalty: 3938.176514
	Iteration 36Q: 3 clusters Score -223595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -223596.234375 Penalty: 3938.176514
	Iteration 37Q: 3 clusters Score -223596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -223596.875000 Penalty: 3938.176514
	Iteration 38Q: 3 clusters Score -223596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -223597.109375 Penalty: 3938.176514
	Iteration 39Q: 3 clusters Score -223597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -223597.109375 Penalty: 3938.176514
	Iteration 40F: 3 clusters Score -223597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -120809.898438 Penalty: 1867.824951
	Iteration 0F: 2 clusters Score -120809.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -118318.039062 Penalty: 3735.649902
	Iteration 0F: 3 clusters Score -118318 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -118925.085938 Penalty: 3735.649902
	Iteration 1F: 3 clusters Score -118925.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -119208.632812 Penalty: 3735.649902
	Iteration 2F: 3 clusters Score -119208.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119368.593750 Penalty: 3735.649902
	Iteration 3F: 3 clusters Score -119368.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -119437.937500 Penalty: 3735.649902
	Iteration 4Q: 3 clusters Score -119437.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119497.632812 Penalty: 3735.649902
	Iteration 5Q: 3 clusters Score -119497.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -119548.492188 Penalty: 3735.649902
	Iteration 6Q: 3 clusters Score -119548.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -119587.976562 Penalty: 3735.649902
	Iteration 7Q: 3 clusters Score -119588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -119622.679688 Penalty: 3735.649902
	Iteration 8Q: 3 clusters Score -119622.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -119658.500000 Penalty: 3735.649902
	Iteration 9Q: 3 clusters Score -119658.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -119694.062500 Penalty: 3735.649902
	Iteration 10Q: 3 clusters Score -119694.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119741.273438 Penalty: 3735.649902
	Iteration 11Q: 3 clusters Score -119741.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -119769.250000 Penalty: 3735.649902
	Iteration 12Q: 3 clusters Score -119769.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -119787.554688 Penalty: 3735.649902
	Iteration 13Q: 3 clusters Score -119787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -119805.062500 Penalty: 3735.649902
	Iteration 14Q: 3 clusters Score -119805.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -119823.554688 Penalty: 3735.649902
	Iteration 15Q: 3 clusters Score -119823.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -119834.906250 Penalty: 3735.649902
	Iteration 16Q: 3 clusters Score -119834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119849.031250 Penalty: 3735.649902
	Iteration 17Q: 3 clusters Score -119849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -119868.562500 Penalty: 3735.649902
	Iteration 18Q: 3 clusters Score -119868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -119876.296875 Penalty: 3735.649902
	Iteration 19Q: 3 clusters Score -119876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119882.101562 Penalty: 3735.649902
	Iteration 20F: 3 clusters Score -119882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -119889.984375 Penalty: 3735.649902
	Iteration 21Q: 3 clusters Score -119890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -119901.273438 Penalty: 3735.649902
	Iteration 22Q: 3 clusters Score -119901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -119906.953125 Penalty: 3735.649902
	Iteration 23Q: 3 clusters Score -119907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -119912.867188 Penalty: 3735.649902
	Iteration 24Q: 3 clusters Score -119912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -119924.921875 Penalty: 3735.649902
	Iteration 25Q: 3 clusters Score -119924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -119934.554688 Penalty: 3735.649902
	Iteration 26Q: 3 clusters Score -119934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119938.789062 Penalty: 3735.649902
	Iteration 27Q: 3 clusters Score -119938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119941.195312 Penalty: 3735.649902
	Iteration 28Q: 3 clusters Score -119941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119942.015625 Penalty: 3735.649902
	Iteration 29Q: 3 clusters Score -119942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119942.015625 Penalty: 3735.649902
	Iteration 30F: 3 clusters Score -119942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -469620.000000 Penalty: 2183.100098
	Iteration 0F: 2 clusters Score -469620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -464087.250000 Penalty: 4366.200195
	Iteration 0F: 3 clusters Score -464087.2 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -465849.406250 Penalty: 4366.200195
	Iteration 1F: 3 clusters Score -465849.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -466474.281250 Penalty: 4366.200195
	Iteration 2F: 3 clusters Score -466474.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -467041.281250 Penalty: 4366.200195
	Iteration 3F: 3 clusters Score -467041.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -467492.906250 Penalty: 4366.200195
	Iteration 4F: 3 clusters Score -467492.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -467790.281250 Penalty: 4366.200195
	Iteration 5F: 3 clusters Score -467790.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -468015.500000 Penalty: 4366.200195
	Iteration 6Q: 3 clusters Score -468015.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -468185.312500 Penalty: 4366.200195
	Iteration 7Q: 3 clusters Score -468185.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -468302.906250 Penalty: 4366.200195
	Iteration 8Q: 3 clusters Score -468302.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -468406.968750 Penalty: 4366.200195
	Iteration 9Q: 3 clusters Score -468407 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -468469.250000 Penalty: 4366.200195
	Iteration 10Q: 3 clusters Score -468469.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -468521.312500 Penalty: 4366.200195
	Iteration 11Q: 3 clusters Score -468521.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -468574.593750 Penalty: 4366.200195
	Iteration 12Q: 3 clusters Score -468574.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -468607.531250 Penalty: 4366.200195
	Iteration 13Q: 3 clusters Score -468607.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -468633.843750 Penalty: 4366.200195
	Iteration 14Q: 3 clusters Score -468633.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -468653.406250 Penalty: 4366.200195
	Iteration 15Q: 3 clusters Score -468653.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -468665.218750 Penalty: 4366.200195
	Iteration 16Q: 3 clusters Score -468665.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -468673.031250 Penalty: 4366.200195
	Iteration 17Q: 3 clusters Score -468673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -468680.375000 Penalty: 4366.200195
	Iteration 18Q: 3 clusters Score -468680.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -468685.875000 Penalty: 4366.200195
	Iteration 19Q: 3 clusters Score -468685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -468690.406250 Penalty: 4366.200195
	Iteration 20F: 3 clusters Score -468690.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -468696.062500 Penalty: 4366.200195
	Iteration 21Q: 3 clusters Score -468696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -468702.343750 Penalty: 4366.200195
	Iteration 22Q: 3 clusters Score -468702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -468703.781250 Penalty: 4366.200195
	Iteration 23Q: 3 clusters Score -468703.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -468708.375000 Penalty: 4366.200195
	Iteration 24Q: 3 clusters Score -468708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -468716.500000 Penalty: 4366.200195
	Iteration 25Q: 3 clusters Score -468716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -468720.031250 Penalty: 4366.200195
	Iteration 26Q: 3 clusters Score -468720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -468722.468750 Penalty: 4366.200195
	Iteration 27Q: 3 clusters Score -468722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -468723.406250 Penalty: 4366.200195
	Iteration 28Q: 3 clusters Score -468723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -468724.812500 Penalty: 4366.200195
	Iteration 29Q: 3 clusters Score -468724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -468725.093750 Penalty: 4366.200195
	Iteration 30Q: 3 clusters Score -468725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -468725.781250 Penalty: 4366.200195
	Iteration 31Q: 3 clusters Score -468725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -468725.187500 Penalty: 4366.200195
	Iteration 32Q: 3 clusters Score -468725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -468726.000000 Penalty: 4366.200195
	Iteration 33Q: 3 clusters Score -468726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -468726.812500 Penalty: 4366.200195
	Iteration 34Q: 3 clusters Score -468726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -468727.906250 Penalty: 4366.200195
	Iteration 35Q: 3 clusters Score -468727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -468727.125000 Penalty: 4366.200195
	Iteration 36Q: 3 clusters Score -468727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -468728.375000 Penalty: 4366.200195
	Iteration 37Q: 3 clusters Score -468728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -468727.343750 Penalty: 4366.200195
	Iteration 38Q: 3 clusters Score -468727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -468728.625000 Penalty: 4366.200195
	Iteration 39Q: 3 clusters Score -468728.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -468728.625000 Penalty: 4366.200195
	Iteration 40F: 3 clusters Score -468728.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -99664.335938 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -99664.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -97502.000000 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -97502 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -97884.023438 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -97884.02 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -97999.507812 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -97999.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98080.953125 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -98080.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -98158.945312 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -98158.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -98213.070312 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -98213.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -98247.023438 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -98247.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -98270.664062 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -98270.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -98284.804688 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -98284.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -98296.312500 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -98296.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -98299.726562 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -98299.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -98306.234375 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -98306.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -98310.835938 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -98310.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -98314.382812 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -98314.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -98320.671875 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -98320.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -98323.187500 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -98323.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -98323.187500 Penalty: 3568.812988
	Iteration 16F: 3 clusters Score -98323.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -132245.234375 Penalty: 1845.010742
	Iteration 0F: 2 clusters Score -132245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -129817.179688 Penalty: 3690.021484
	Iteration 0F: 3 clusters Score -129817.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130250.820312 Penalty: 3690.021484
	Iteration 1F: 3 clusters Score -130250.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -130368.703125 Penalty: 3690.021484
	Iteration 2F: 3 clusters Score -130368.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -130465.632812 Penalty: 3690.021484
	Iteration 3Q: 3 clusters Score -130465.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -130538.375000 Penalty: 3690.021484
	Iteration 4Q: 3 clusters Score -130538.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130583.039062 Penalty: 3690.021484
	Iteration 5Q: 3 clusters Score -130583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -130623.226562 Penalty: 3690.021484
	Iteration 6Q: 3 clusters Score -130623.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -130659.281250 Penalty: 3690.021484
	Iteration 7Q: 3 clusters Score -130659.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130688.609375 Penalty: 3690.021484
	Iteration 8Q: 3 clusters Score -130688.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -130711.945312 Penalty: 3690.021484
	Iteration 9Q: 3 clusters Score -130711.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -130736.140625 Penalty: 3690.021484
	Iteration 10Q: 3 clusters Score -130736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130773.515625 Penalty: 3690.021484
	Iteration 11Q: 3 clusters Score -130773.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -130806.796875 Penalty: 3690.021484
	Iteration 12Q: 3 clusters Score -130806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -130828.398438 Penalty: 3690.021484
	Iteration 13Q: 3 clusters Score -130828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130849.406250 Penalty: 3690.021484
	Iteration 14Q: 3 clusters Score -130849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -130887.429688 Penalty: 3690.021484
	Iteration 15Q: 3 clusters Score -130887.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130940.187500 Penalty: 3690.021484
	Iteration 16Q: 3 clusters Score -130940.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -131046.554688 Penalty: 3690.021484
	Iteration 17Q: 3 clusters Score -131046.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -131213.343750 Penalty: 3690.021484
	Iteration 18Q: 3 clusters Score -131213.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131348.406250 Penalty: 3690.021484
	Iteration 19Q: 3 clusters Score -131348.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -131412.625000 Penalty: 3690.021484
	Iteration 20F: 3 clusters Score -131412.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -131453.328125 Penalty: 3690.021484
	Iteration 21Q: 3 clusters Score -131453.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -131464.578125 Penalty: 3690.021484
	Iteration 22Q: 3 clusters Score -131464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -131475.515625 Penalty: 3690.021484
	Iteration 23Q: 3 clusters Score -131475.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131488.875000 Penalty: 3690.021484
	Iteration 24Q: 3 clusters Score -131488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131496.796875 Penalty: 3690.021484
	Iteration 25Q: 3 clusters Score -131496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131502.843750 Penalty: 3690.021484
	Iteration 26Q: 3 clusters Score -131502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -131507.593750 Penalty: 3690.021484
	Iteration 27Q: 3 clusters Score -131507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -131510.453125 Penalty: 3690.021484
	Iteration 28Q: 3 clusters Score -131510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -131513.390625 Penalty: 3690.021484
	Iteration 29Q: 3 clusters Score -131513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131515.921875 Penalty: 3690.021484
	Iteration 30Q: 3 clusters Score -131515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131516.703125 Penalty: 3690.021484
	Iteration 31Q: 3 clusters Score -131516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131516.703125 Penalty: 3690.021484
	Iteration 32F: 3 clusters Score -131516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Entering Unmasked Estep 
Score: -1088844.625000 Penalty: 2346.815430
	Iteration 0F: 2 clusters Score -1088845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1079401.875000 Penalty: 4693.630859
	Iteration 0F: 3 clusters Score -1079402 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1082218.375000 Penalty: 4693.630859
	Iteration 1F: 3 clusters Score -1082218 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1082562.000000 Penalty: 4693.630859
	Iteration 2F: 3 clusters Score -1082562 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1082824.500000 Penalty: 4693.630859
	Iteration 3Q: 3 clusters Score -1082824 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1083076.750000 Penalty: 4693.630859
	Iteration 4Q: 3 clusters Score -1083077 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1083360.125000 Penalty: 4693.630859
	Iteration 5Q: 3 clusters Score -1083360 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1083711.750000 Penalty: 4693.630859
	Iteration 6Q: 3 clusters Score -1083712 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1084195.500000 Penalty: 4693.630859
	Iteration 7F: 3 clusters Score -1084196 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1084770.000000 Penalty: 4693.630859
	Iteration 8F: 3 clusters Score -1084770 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1085323.375000 Penalty: 4693.630859
	Iteration 9F: 3 clusters Score -1085323 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1085757.125000 Penalty: 4693.630859
	Iteration 10Q: 3 clusters Score -1085757 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1086109.625000 Penalty: 4693.630859
	Iteration 11Q: 3 clusters Score -1086110 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1086438.750000 Penalty: 4693.630859
	Iteration 12Q: 3 clusters Score -1086439 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1086761.000000 Penalty: 4693.630859
	Iteration 13Q: 3 clusters Score -1086761 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1087069.125000 Penalty: 4693.630859
	Iteration 14Q: 3 clusters Score -1087069 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1087242.750000 Penalty: 4693.630859
	Iteration 15Q: 3 clusters Score -1087243 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1087363.750000 Penalty: 4693.630859
	Iteration 16Q: 3 clusters Score -1087364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1087427.375000 Penalty: 4693.630859
	Iteration 17Q: 3 clusters Score -1087427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1087471.625000 Penalty: 4693.630859
	Iteration 18Q: 3 clusters Score -1087472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1087496.250000 Penalty: 4693.630859
	Iteration 19Q: 3 clusters Score -1087496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1087511.625000 Penalty: 4693.630859
	Iteration 20F: 3 clusters Score -1087512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1087525.000000 Penalty: 4693.630859
	Iteration 21Q: 3 clusters Score -1087525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1087535.375000 Penalty: 4693.630859
	Iteration 22Q: 3 clusters Score -1087535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1087539.250000 Penalty: 4693.630859
	Iteration 23Q: 3 clusters Score -1087539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1087545.750000 Penalty: 4693.630859
	Iteration 24Q: 3 clusters Score -1087546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1087550.625000 Penalty: 4693.630859
	Iteration 25Q: 3 clusters Score -1087551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1087558.250000 Penalty: 4693.630859
	Iteration 26Q: 3 clusters Score -1087558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1087562.000000 Penalty: 4693.630859
	Iteration 27Q: 3 clusters Score -1087562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1087570.000000 Penalty: 4693.630859
	Iteration 28Q: 3 clusters Score -1087570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1087569.875000 Penalty: 4693.630859
	Iteration 29Q: 3 clusters Score -1087570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1087573.125000 Penalty: 4693.630859
	Iteration 30Q: 3 clusters Score -1087573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1087575.875000 Penalty: 4693.630859
	Iteration 31Q: 3 clusters Score -1087576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1087580.750000 Penalty: 4693.630859
	Iteration 32Q: 3 clusters Score -1087581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1087584.000000 Penalty: 4693.630859
	Iteration 33Q: 3 clusters Score -1087584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1087589.000000 Penalty: 4693.630859
	Iteration 34Q: 3 clusters Score -1087589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1087594.250000 Penalty: 4693.630859
	Iteration 35Q: 3 clusters Score -1087594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1087592.750000 Penalty: 4693.630859
	Iteration 36Q: 3 clusters Score -1087593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1087597.125000 Penalty: 4693.630859
	Iteration 37Q: 3 clusters Score -1087597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1087596.000000 Penalty: 4693.630859
	Iteration 38Q: 3 clusters Score -1087596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1087597.750000 Penalty: 4693.630859
	Iteration 39Q: 3 clusters Score -1087598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1087598.375000 Penalty: 4693.630859
	Iteration 40F: 3 clusters Score -1087598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1087600.250000 Penalty: 4693.630859
	Iteration 41Q: 3 clusters Score -1087600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1087601.625000 Penalty: 4693.630859
	Iteration 42Q: 3 clusters Score -1087602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1087601.750000 Penalty: 4693.630859
	Iteration 43Q: 3 clusters Score -1087602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1087601.750000 Penalty: 4693.630859
	Iteration 44F: 3 clusters Score -1087602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Entering Unmasked Estep 
Score: -5070135.500000 Penalty: 2732.172363
	Iteration 0F: 2 clusters Score -5070136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5029335.000000 Penalty: 5464.344727
	Iteration 0F: 3 clusters Score -5029335 nChanged 28389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5044717.000000 Penalty: 5464.344727
	Iteration 1F: 3 clusters Score -5044717 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5045244.000000 Penalty: 5464.344727
	Iteration 2Q: 3 clusters Score -5045244 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5045752.000000 Penalty: 5464.344727
	Iteration 3Q: 3 clusters Score -5045752 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5046311.000000 Penalty: 5464.344727
	Iteration 4Q: 3 clusters Score -5046311 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -5046899.500000 Penalty: 5464.344727
	Iteration 5Q: 3 clusters Score -5046900 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -5047595.500000 Penalty: 5464.344727
	Iteration 6Q: 3 clusters Score -5047596 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -5048455.000000 Penalty: 5464.344727
	Iteration 7Q: 3 clusters Score -5048455 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -5049565.500000 Penalty: 5464.344727
	Iteration 8Q: 3 clusters Score -5049566 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5050910.500000 Penalty: 5464.344727
	Iteration 9Q: 3 clusters Score -5050910 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5052448.500000 Penalty: 5464.344727
	Iteration 10F: 3 clusters Score -5052448 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -5054139.500000 Penalty: 5464.344727
	Iteration 11F: 3 clusters Score -5054140 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -5055685.500000 Penalty: 5464.344727
	Iteration 12F: 3 clusters Score -5055686 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5056899.000000 Penalty: 5464.344727
	Iteration 13Q: 3 clusters Score -5056899 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5057896.000000 Penalty: 5464.344727
	Iteration 14Q: 3 clusters Score -5057896 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5058713.000000 Penalty: 5464.344727
	Iteration 15Q: 3 clusters Score -5058713 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5059322.500000 Penalty: 5464.344727
	Iteration 16Q: 3 clusters Score -5059322 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5059849.500000 Penalty: 5464.344727
	Iteration 17Q: 3 clusters Score -5059850 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5060335.500000 Penalty: 5464.344727
	Iteration 18Q: 3 clusters Score -5060336 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5060763.500000 Penalty: 5464.344727
	Iteration 19Q: 3 clusters Score -5060764 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -5061212.000000 Penalty: 5464.344727
	Iteration 20F: 3 clusters Score -5061212 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -5061717.000000 Penalty: 5464.344727
	Iteration 21Q: 3 clusters Score -5061717 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -5062219.000000 Penalty: 5464.344727
	Iteration 22Q: 3 clusters Score -5062219 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -5062755.000000 Penalty: 5464.344727
	Iteration 23Q: 3 clusters Score -5062755 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -5063226.500000 Penalty: 5464.344727
	Iteration 24Q: 3 clusters Score -5063226 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -5063700.500000 Penalty: 5464.344727
	Iteration 25Q: 3 clusters Score -5063700 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -5064189.000000 Penalty: 5464.344727
	Iteration 26Q: 3 clusters Score -5064189 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -5064578.500000 Penalty: 5464.344727
	Iteration 27Q: 3 clusters Score -5064578 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5064922.500000 Penalty: 5464.344727
	Iteration 28Q: 3 clusters Score -5064922 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -5065228.000000 Penalty: 5464.344727
	Iteration 29Q: 3 clusters Score -5065228 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -5065516.500000 Penalty: 5464.344727
	Iteration 30Q: 3 clusters Score -5065516 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -5065795.000000 Penalty: 5464.344727
	Iteration 31Q: 3 clusters Score -5065795 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -5066027.000000 Penalty: 5464.344727
	Iteration 32Q: 3 clusters Score -5066027 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -5066234.000000 Penalty: 5464.344727
	Iteration 33Q: 3 clusters Score -5066234 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -5066395.000000 Penalty: 5464.344727
	Iteration 34Q: 3 clusters Score -5066395 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -5066555.000000 Penalty: 5464.344727
	Iteration 35Q: 3 clusters Score -5066555 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -5066710.500000 Penalty: 5464.344727
	Iteration 36Q: 3 clusters Score -5066710 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -5066858.000000 Penalty: 5464.344727
	Iteration 37Q: 3 clusters Score -5066858 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -5066945.000000 Penalty: 5464.344727
	Iteration 38Q: 3 clusters Score -5066945 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -5067064.000000 Penalty: 5464.344727
	Iteration 39Q: 3 clusters Score -5067064 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -5067165.000000 Penalty: 5464.344727
	Iteration 40F: 3 clusters Score -5067165 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -5067263.000000 Penalty: 5464.344727
	Iteration 41Q: 3 clusters Score -5067263 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -5067352.500000 Penalty: 5464.344727
	Iteration 42Q: 3 clusters Score -5067352 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -5067421.000000 Penalty: 5464.344727
	Iteration 43Q: 3 clusters Score -5067421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -5067488.000000 Penalty: 5464.344727
	Iteration 44Q: 3 clusters Score -5067488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5067545.000000 Penalty: 5464.344727
	Iteration 45Q: 3 clusters Score -5067545 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -5067582.500000 Penalty: 5464.344727
	Iteration 46Q: 3 clusters Score -5067582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -5067623.500000 Penalty: 5464.344727
	Iteration 47Q: 3 clusters Score -5067624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -5067653.000000 Penalty: 5464.344727
	Iteration 48Q: 3 clusters Score -5067653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -5067677.500000 Penalty: 5464.344727
	Iteration 49Q: 3 clusters Score -5067678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -5067685.000000 Penalty: 5464.344727
	Iteration 50Q: 3 clusters Score -5067685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -5067693.500000 Penalty: 5464.344727
	Iteration 51Q: 3 clusters Score -5067694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -5067700.500000 Penalty: 5464.344727
	Iteration 52Q: 3 clusters Score -5067700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -5067706.500000 Penalty: 5464.344727
	Iteration 53Q: 3 clusters Score -5067706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -5067716.500000 Penalty: 5464.344727
	Iteration 54Q: 3 clusters Score -5067716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -5067730.000000 Penalty: 5464.344727
	Iteration 55Q: 3 clusters Score -5067730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -5067735.500000 Penalty: 5464.344727
	Iteration 56Q: 3 clusters Score -5067736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -5067746.000000 Penalty: 5464.344727
	Iteration 57Q: 3 clusters Score -5067746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -5067769.500000 Penalty: 5464.344727
	Iteration 58Q: 3 clusters Score -5067770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -5067785.000000 Penalty: 5464.344727
	Iteration 59Q: 3 clusters Score -5067785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -5067792.500000 Penalty: 5464.344727
	Iteration 60F: 3 clusters Score -5067792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -5067800.000000 Penalty: 5464.344727
	Iteration 61Q: 3 clusters Score -5067800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -5067804.500000 Penalty: 5464.344727
	Iteration 62Q: 3 clusters Score -5067804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -5067803.000000 Penalty: 5464.344727
	Iteration 63Q: 3 clusters Score -5067803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -5067802.000000 Penalty: 5464.344727
	Iteration 64Q: 3 clusters Score -5067802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -5067803.000000 Penalty: 5464.344727
	Iteration 65Q: 3 clusters Score -5067803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -5067803.500000 Penalty: 5464.344727
	Iteration 66Q: 3 clusters Score -5067804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -5067803.500000 Penalty: 5464.344727
	Iteration 67F: 3 clusters Score -5067804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57754 members 
Entering Unmasked Estep 
Score: -4714380.500000 Penalty: 2719.059082
	Iteration 0F: 2 clusters Score -4714380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4675394.000000 Penalty: 5438.118164
	Iteration 0F: 3 clusters Score -4675394 nChanged 26869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4690907.000000 Penalty: 5438.118164
	Iteration 1F: 3 clusters Score -4690907 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -4691693.500000 Penalty: 5438.118164
	Iteration 2Q: 3 clusters Score -4691694 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4692629.000000 Penalty: 5438.118164
	Iteration 3Q: 3 clusters Score -4692629 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4693917.000000 Penalty: 5438.118164
	Iteration 4Q: 3 clusters Score -4693917 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4695459.500000 Penalty: 5438.118164
	Iteration 5F: 3 clusters Score -4695460 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -4697211.500000 Penalty: 5438.118164
	Iteration 6F: 3 clusters Score -4697212 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4698909.000000 Penalty: 5438.118164
	Iteration 7F: 3 clusters Score -4698909 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4700306.500000 Penalty: 5438.118164
	Iteration 8F: 3 clusters Score -4700306 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4701300.500000 Penalty: 5438.118164
	Iteration 9Q: 3 clusters Score -4701300 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -4701868.000000 Penalty: 5438.118164
	Iteration 10Q: 3 clusters Score -4701868 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4702242.000000 Penalty: 5438.118164
	Iteration 11Q: 3 clusters Score -4702242 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4702481.500000 Penalty: 5438.118164
	Iteration 12Q: 3 clusters Score -4702482 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4702616.000000 Penalty: 5438.118164
	Iteration 13Q: 3 clusters Score -4702616 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -4702726.000000 Penalty: 5438.118164
	Iteration 14Q: 3 clusters Score -4702726 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4702785.000000 Penalty: 5438.118164
	Iteration 15Q: 3 clusters Score -4702785 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4702848.500000 Penalty: 5438.118164
	Iteration 16Q: 3 clusters Score -4702848 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4702888.000000 Penalty: 5438.118164
	Iteration 17Q: 3 clusters Score -4702888 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4702944.500000 Penalty: 5438.118164
	Iteration 18Q: 3 clusters Score -4702944 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4703015.500000 Penalty: 5438.118164
	Iteration 19Q: 3 clusters Score -4703016 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -4703114.500000 Penalty: 5438.118164
	Iteration 20F: 3 clusters Score -4703114 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4703206.500000 Penalty: 5438.118164
	Iteration 21Q: 3 clusters Score -4703206 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -4703327.000000 Penalty: 5438.118164
	Iteration 22Q: 3 clusters Score -4703327 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -4703449.500000 Penalty: 5438.118164
	Iteration 23Q: 3 clusters Score -4703450 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4703598.000000 Penalty: 5438.118164
	Iteration 24Q: 3 clusters Score -4703598 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4703818.000000 Penalty: 5438.118164
	Iteration 25Q: 3 clusters Score -4703818 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4704053.500000 Penalty: 5438.118164
	Iteration 26Q: 3 clusters Score -4704054 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4704350.000000 Penalty: 5438.118164
	Iteration 27Q: 3 clusters Score -4704350 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4704737.500000 Penalty: 5438.118164
	Iteration 28Q: 3 clusters Score -4704738 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -4705226.000000 Penalty: 5438.118164
	Iteration 29Q: 3 clusters Score -4705226 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4705773.000000 Penalty: 5438.118164
	Iteration 30Q: 3 clusters Score -4705773 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -4706399.500000 Penalty: 5438.118164
	Iteration 31Q: 3 clusters Score -4706400 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -4707125.500000 Penalty: 5438.118164
	Iteration 32Q: 3 clusters Score -4707126 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -4707897.500000 Penalty: 5438.118164
	Iteration 33Q: 3 clusters Score -4707898 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -4708661.000000 Penalty: 5438.118164
	Iteration 34Q: 3 clusters Score -4708661 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -4709350.500000 Penalty: 5438.118164
	Iteration 35Q: 3 clusters Score -4709350 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -4709934.000000 Penalty: 5438.118164
	Iteration 36Q: 3 clusters Score -4709934 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -4710419.000000 Penalty: 5438.118164
	Iteration 37Q: 3 clusters Score -4710419 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -4710825.000000 Penalty: 5438.118164
	Iteration 38Q: 3 clusters Score -4710825 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -4711157.000000 Penalty: 5438.118164
	Iteration 39Q: 3 clusters Score -4711157 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -4711435.500000 Penalty: 5438.118164
	Iteration 40F: 3 clusters Score -4711436 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -4711635.500000 Penalty: 5438.118164
	Iteration 41Q: 3 clusters Score -4711636 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -4711746.500000 Penalty: 5438.118164
	Iteration 42Q: 3 clusters Score -4711746 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -4711860.500000 Penalty: 5438.118164
	Iteration 43Q: 3 clusters Score -4711860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -4711922.500000 Penalty: 5438.118164
	Iteration 44Q: 3 clusters Score -4711922 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -4711964.000000 Penalty: 5438.118164
	Iteration 45Q: 3 clusters Score -4711964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -4712000.500000 Penalty: 5438.118164
	Iteration 46Q: 3 clusters Score -4712000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -4712044.000000 Penalty: 5438.118164
	Iteration 47Q: 3 clusters Score -4712044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -4712083.000000 Penalty: 5438.118164
	Iteration 48Q: 3 clusters Score -4712083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -4712094.500000 Penalty: 5438.118164
	Iteration 49Q: 3 clusters Score -4712094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -4712117.000000 Penalty: 5438.118164
	Iteration 50Q: 3 clusters Score -4712117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -4712150.500000 Penalty: 5438.118164
	Iteration 51Q: 3 clusters Score -4712150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -4712187.000000 Penalty: 5438.118164
	Iteration 52Q: 3 clusters Score -4712187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -4712196.000000 Penalty: 5438.118164
	Iteration 53Q: 3 clusters Score -4712196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -4712207.500000 Penalty: 5438.118164
	Iteration 54Q: 3 clusters Score -4712208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -4712224.000000 Penalty: 5438.118164
	Iteration 55Q: 3 clusters Score -4712224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -4712227.500000 Penalty: 5438.118164
	Iteration 56Q: 3 clusters Score -4712228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -4712233.500000 Penalty: 5438.118164
	Iteration 57Q: 3 clusters Score -4712234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -4712237.500000 Penalty: 5438.118164
	Iteration 58Q: 3 clusters Score -4712238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -4712239.000000 Penalty: 5438.118164
	Iteration 59Q: 3 clusters Score -4712239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -4712241.000000 Penalty: 5438.118164
	Iteration 60F: 3 clusters Score -4712241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -4712243.500000 Penalty: 5438.118164
	Iteration 61Q: 3 clusters Score -4712244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -4712244.500000 Penalty: 5438.118164
	Iteration 62Q: 3 clusters Score -4712244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -4712246.000000 Penalty: 5438.118164
	Iteration 63Q: 3 clusters Score -4712246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -4712252.500000 Penalty: 5438.118164
	Iteration 64Q: 3 clusters Score -4712252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -4712249.000000 Penalty: 5438.118164
	Iteration 65Q: 3 clusters Score -4712249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -4712252.000000 Penalty: 5438.118164
	Iteration 66Q: 3 clusters Score -4712252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -4712260.500000 Penalty: 5438.118164
	Iteration 67Q: 3 clusters Score -4712260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -4712260.500000 Penalty: 5438.118164
	Iteration 68Q: 3 clusters Score -4712260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -4712267.500000 Penalty: 5438.118164
	Iteration 69Q: 3 clusters Score -4712268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -4712270.000000 Penalty: 5438.118164
	Iteration 70Q: 3 clusters Score -4712270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -4712274.500000 Penalty: 5438.118164
	Iteration 71Q: 3 clusters Score -4712274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -4712283.000000 Penalty: 5438.118164
	Iteration 72Q: 3 clusters Score -4712283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -4712280.500000 Penalty: 5438.118164
	Iteration 73Q: 3 clusters Score -4712280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -4712278.500000 Penalty: 5438.118164
	Iteration 74Q: 3 clusters Score -4712278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -4712278.500000 Penalty: 5438.118164
	Iteration 75F: 3 clusters Score -4712278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -88727.140625 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -88727.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -86686.640625 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -86686.64 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -86965.562500 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -86965.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87052.437500 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -87052.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87102.281250 Penalty: 3482.014648
	Iteration 3Q: 3 clusters Score -87102.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87124.148438 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -87124.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87136.015625 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -87136.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87141.351562 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -87141.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87148.203125 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -87148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87154.304688 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -87154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87156.984375 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -87156.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87159.492188 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -87159.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -87161.328125 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -87161.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -87162.171875 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -87162.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87163.695312 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -87163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87163.695312 Penalty: 3482.014648
	Iteration 14F: 3 clusters Score -87163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Entering Unmasked Estep 
Score: -1336043.875000 Penalty: 2403.008789
	Iteration 0F: 2 clusters Score -1336044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1324410.250000 Penalty: 4806.017578
	Iteration 0F: 3 clusters Score -1324410 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1328250.375000 Penalty: 4806.017578
	Iteration 1F: 3 clusters Score -1328250 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1328700.750000 Penalty: 4806.017578
	Iteration 2F: 3 clusters Score -1328701 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1329077.875000 Penalty: 4806.017578
	Iteration 3F: 3 clusters Score -1329078 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1329430.250000 Penalty: 4806.017578
	Iteration 4Q: 3 clusters Score -1329430 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1329784.250000 Penalty: 4806.017578
	Iteration 5Q: 3 clusters Score -1329784 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1330096.000000 Penalty: 4806.017578
	Iteration 6Q: 3 clusters Score -1330096 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1330352.250000 Penalty: 4806.017578
	Iteration 7Q: 3 clusters Score -1330352 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1330561.750000 Penalty: 4806.017578
	Iteration 8Q: 3 clusters Score -1330562 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1330767.375000 Penalty: 4806.017578
	Iteration 9Q: 3 clusters Score -1330767 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1330966.375000 Penalty: 4806.017578
	Iteration 10Q: 3 clusters Score -1330966 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1331137.750000 Penalty: 4806.017578
	Iteration 11Q: 3 clusters Score -1331138 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1331275.375000 Penalty: 4806.017578
	Iteration 12Q: 3 clusters Score -1331275 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1331406.125000 Penalty: 4806.017578
	Iteration 13Q: 3 clusters Score -1331406 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1331556.375000 Penalty: 4806.017578
	Iteration 14Q: 3 clusters Score -1331556 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1331714.000000 Penalty: 4806.017578
	Iteration 15Q: 3 clusters Score -1331714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1331879.500000 Penalty: 4806.017578
	Iteration 16Q: 3 clusters Score -1331880 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1332033.375000 Penalty: 4806.017578
	Iteration 17Q: 3 clusters Score -1332033 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1332176.250000 Penalty: 4806.017578
	Iteration 18Q: 3 clusters Score -1332176 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1332338.125000 Penalty: 4806.017578
	Iteration 19Q: 3 clusters Score -1332338 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1332508.625000 Penalty: 4806.017578
	Iteration 20F: 3 clusters Score -1332509 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1332693.750000 Penalty: 4806.017578
	Iteration 21Q: 3 clusters Score -1332694 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1332899.125000 Penalty: 4806.017578
	Iteration 22Q: 3 clusters Score -1332899 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1333117.000000 Penalty: 4806.017578
	Iteration 23Q: 3 clusters Score -1333117 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1333289.500000 Penalty: 4806.017578
	Iteration 24Q: 3 clusters Score -1333290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1333436.875000 Penalty: 4806.017578
	Iteration 25Q: 3 clusters Score -1333437 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1333551.625000 Penalty: 4806.017578
	Iteration 26Q: 3 clusters Score -1333552 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1333624.625000 Penalty: 4806.017578
	Iteration 27Q: 3 clusters Score -1333625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1333687.875000 Penalty: 4806.017578
	Iteration 28Q: 3 clusters Score -1333688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1333743.250000 Penalty: 4806.017578
	Iteration 29Q: 3 clusters Score -1333743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1333786.250000 Penalty: 4806.017578
	Iteration 30Q: 3 clusters Score -1333786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1333825.625000 Penalty: 4806.017578
	Iteration 31Q: 3 clusters Score -1333826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1333858.750000 Penalty: 4806.017578
	Iteration 32Q: 3 clusters Score -1333859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1333891.000000 Penalty: 4806.017578
	Iteration 33Q: 3 clusters Score -1333891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1333919.125000 Penalty: 4806.017578
	Iteration 34Q: 3 clusters Score -1333919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1333949.500000 Penalty: 4806.017578
	Iteration 35Q: 3 clusters Score -1333950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1333969.375000 Penalty: 4806.017578
	Iteration 36Q: 3 clusters Score -1333969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1333984.125000 Penalty: 4806.017578
	Iteration 37Q: 3 clusters Score -1333984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1334000.000000 Penalty: 4806.017578
	Iteration 38Q: 3 clusters Score -1334000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1334012.375000 Penalty: 4806.017578
	Iteration 39Q: 3 clusters Score -1334012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1334019.500000 Penalty: 4806.017578
	Iteration 40F: 3 clusters Score -1334020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1334030.125000 Penalty: 4806.017578
	Iteration 41Q: 3 clusters Score -1334030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1334033.500000 Penalty: 4806.017578
	Iteration 42Q: 3 clusters Score -1334034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1334033.250000 Penalty: 4806.017578
	Iteration 43Q: 3 clusters Score -1334033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1334034.125000 Penalty: 4806.017578
	Iteration 44Q: 3 clusters Score -1334034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1334034.125000 Penalty: 4806.017578
	Iteration 45F: 3 clusters Score -1334034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -488612.468750 Penalty: 2163.724365
	Iteration 0F: 2 clusters Score -488612.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -483369.875000 Penalty: 4327.448730
	Iteration 0F: 3 clusters Score -483369.9 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -484714.406250 Penalty: 4327.448730
	Iteration 1F: 3 clusters Score -484714.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -485043.156250 Penalty: 4327.448730
	Iteration 2F: 3 clusters Score -485043.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -485366.437500 Penalty: 4327.448730
	Iteration 3F: 3 clusters Score -485366.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -485738.500000 Penalty: 4327.448730
	Iteration 4F: 3 clusters Score -485738.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -486156.500000 Penalty: 4327.448730
	Iteration 5F: 3 clusters Score -486156.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -486548.687500 Penalty: 4327.448730
	Iteration 6F: 3 clusters Score -486548.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -486895.437500 Penalty: 4327.448730
	Iteration 7F: 3 clusters Score -486895.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -487175.375000 Penalty: 4327.448730
	Iteration 8Q: 3 clusters Score -487175.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -487381.437500 Penalty: 4327.448730
	Iteration 9Q: 3 clusters Score -487381.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -487541.312500 Penalty: 4327.448730
	Iteration 10Q: 3 clusters Score -487541.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -487643.031250 Penalty: 4327.448730
	Iteration 11Q: 3 clusters Score -487643 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -487700.468750 Penalty: 4327.448730
	Iteration 12Q: 3 clusters Score -487700.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -487739.406250 Penalty: 4327.448730
	Iteration 13Q: 3 clusters Score -487739.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -487768.000000 Penalty: 4327.448730
	Iteration 14Q: 3 clusters Score -487768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -487789.468750 Penalty: 4327.448730
	Iteration 15Q: 3 clusters Score -487789.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -487807.781250 Penalty: 4327.448730
	Iteration 16Q: 3 clusters Score -487807.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -487820.156250 Penalty: 4327.448730
	Iteration 17Q: 3 clusters Score -487820.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -487829.500000 Penalty: 4327.448730
	Iteration 18Q: 3 clusters Score -487829.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -487836.187500 Penalty: 4327.448730
	Iteration 19Q: 3 clusters Score -487836.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -487840.156250 Penalty: 4327.448730
	Iteration 20F: 3 clusters Score -487840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -487842.562500 Penalty: 4327.448730
	Iteration 21Q: 3 clusters Score -487842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -487843.281250 Penalty: 4327.448730
	Iteration 22Q: 3 clusters Score -487843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -487845.125000 Penalty: 4327.448730
	Iteration 23Q: 3 clusters Score -487845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -487846.968750 Penalty: 4327.448730
	Iteration 24Q: 3 clusters Score -487847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -487847.375000 Penalty: 4327.448730
	Iteration 25Q: 3 clusters Score -487847.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -487848.343750 Penalty: 4327.448730
	Iteration 26Q: 3 clusters Score -487848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -487847.718750 Penalty: 4327.448730
	Iteration 27Q: 3 clusters Score -487847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -487848.593750 Penalty: 4327.448730
	Iteration 28Q: 3 clusters Score -487848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -487850.031250 Penalty: 4327.448730
	Iteration 29Q: 3 clusters Score -487850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -487849.468750 Penalty: 4327.448730
	Iteration 30Q: 3 clusters Score -487849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -487849.468750 Penalty: 4327.448730
	Iteration 31F: 3 clusters Score -487849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Entering Unmasked Estep 
Score: -1011483.687500 Penalty: 2364.920166
	Iteration 0F: 2 clusters Score -1011484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1001258.250000 Penalty: 4729.840332
	Iteration 0F: 3 clusters Score -1001258 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1004614.750000 Penalty: 4729.840332
	Iteration 1F: 3 clusters Score -1004615 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1005053.000000 Penalty: 4729.840332
	Iteration 2F: 3 clusters Score -1005053 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1005428.562500 Penalty: 4729.840332
	Iteration 3F: 3 clusters Score -1005429 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1005751.375000 Penalty: 4729.840332
	Iteration 4Q: 3 clusters Score -1005751 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1006066.750000 Penalty: 4729.840332
	Iteration 5Q: 3 clusters Score -1006067 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1006340.437500 Penalty: 4729.840332
	Iteration 6Q: 3 clusters Score -1006340 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1006664.750000 Penalty: 4729.840332
	Iteration 7Q: 3 clusters Score -1006665 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1007028.187500 Penalty: 4729.840332
	Iteration 8Q: 3 clusters Score -1007028 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1007413.562500 Penalty: 4729.840332
	Iteration 9Q: 3 clusters Score -1007414 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1007781.750000 Penalty: 4729.840332
	Iteration 10Q: 3 clusters Score -1007782 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1008113.812500 Penalty: 4729.840332
	Iteration 11Q: 3 clusters Score -1008114 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1008424.875000 Penalty: 4729.840332
	Iteration 12Q: 3 clusters Score -1008425 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1008703.125000 Penalty: 4729.840332
	Iteration 13Q: 3 clusters Score -1008703 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1008914.375000 Penalty: 4729.840332
	Iteration 14Q: 3 clusters Score -1008914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1009073.687500 Penalty: 4729.840332
	Iteration 15Q: 3 clusters Score -1009074 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1009194.000000 Penalty: 4729.840332
	Iteration 16Q: 3 clusters Score -1009194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1009300.687500 Penalty: 4729.840332
	Iteration 17Q: 3 clusters Score -1009301 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1009384.875000 Penalty: 4729.840332
	Iteration 18Q: 3 clusters Score -1009385 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1009455.937500 Penalty: 4729.840332
	Iteration 19Q: 3 clusters Score -1009456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1009505.687500 Penalty: 4729.840332
	Iteration 20F: 3 clusters Score -1009506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1009545.062500 Penalty: 4729.840332
	Iteration 21Q: 3 clusters Score -1009545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1009563.187500 Penalty: 4729.840332
	Iteration 22Q: 3 clusters Score -1009563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1009577.625000 Penalty: 4729.840332
	Iteration 23Q: 3 clusters Score -1009578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1009594.750000 Penalty: 4729.840332
	Iteration 24Q: 3 clusters Score -1009595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1009605.875000 Penalty: 4729.840332
	Iteration 25Q: 3 clusters Score -1009606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1009615.687500 Penalty: 4729.840332
	Iteration 26Q: 3 clusters Score -1009616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1009627.437500 Penalty: 4729.840332
	Iteration 27Q: 3 clusters Score -1009627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1009636.312500 Penalty: 4729.840332
	Iteration 28Q: 3 clusters Score -1009636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1009638.062500 Penalty: 4729.840332
	Iteration 29Q: 3 clusters Score -1009638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1009639.687500 Penalty: 4729.840332
	Iteration 30Q: 3 clusters Score -1009640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1009647.687500 Penalty: 4729.840332
	Iteration 31Q: 3 clusters Score -1009648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1009655.187500 Penalty: 4729.840332
	Iteration 32Q: 3 clusters Score -1009655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1009663.875000 Penalty: 4729.840332
	Iteration 33Q: 3 clusters Score -1009664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1009666.437500 Penalty: 4729.840332
	Iteration 34Q: 3 clusters Score -1009666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1009671.062500 Penalty: 4729.840332
	Iteration 35Q: 3 clusters Score -1009671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1009672.750000 Penalty: 4729.840332
	Iteration 36Q: 3 clusters Score -1009673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1009678.187500 Penalty: 4729.840332
	Iteration 37Q: 3 clusters Score -1009678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1009678.875000 Penalty: 4729.840332
	Iteration 38Q: 3 clusters Score -1009679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1009681.750000 Penalty: 4729.840332
	Iteration 39Q: 3 clusters Score -1009682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1009687.062500 Penalty: 4729.840332
	Iteration 40F: 3 clusters Score -1009687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1009690.250000 Penalty: 4729.840332
	Iteration 41Q: 3 clusters Score -1009690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1009693.062500 Penalty: 4729.840332
	Iteration 42Q: 3 clusters Score -1009693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1009692.437500 Penalty: 4729.840332
	Iteration 43Q: 3 clusters Score -1009692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1009694.250000 Penalty: 4729.840332
	Iteration 44Q: 3 clusters Score -1009694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1009696.875000 Penalty: 4729.840332
	Iteration 45Q: 3 clusters Score -1009697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1009698.312500 Penalty: 4729.840332
	Iteration 46Q: 3 clusters Score -1009698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1009701.000000 Penalty: 4729.840332
	Iteration 47Q: 3 clusters Score -1009701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1009699.812500 Penalty: 4729.840332
	Iteration 48Q: 3 clusters Score -1009700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1009699.812500 Penalty: 4729.840332
	Iteration 49F: 3 clusters Score -1009700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Entering Unmasked Estep 
Score: -771847.875000 Penalty: 2267.523193
	Iteration 0F: 2 clusters Score -771847.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -764713.937500 Penalty: 4535.046387
	Iteration 0F: 3 clusters Score -764713.9 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -767676.500000 Penalty: 4535.046387
	Iteration 1F: 3 clusters Score -767676.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -768936.750000 Penalty: 4535.046387
	Iteration 2F: 3 clusters Score -768936.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -769838.187500 Penalty: 4535.046387
	Iteration 3F: 3 clusters Score -769838.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -770432.687500 Penalty: 4535.046387
	Iteration 4F: 3 clusters Score -770432.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -770786.250000 Penalty: 4535.046387
	Iteration 5F: 3 clusters Score -770786.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -771001.187500 Penalty: 4535.046387
	Iteration 6Q: 3 clusters Score -771001.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -771145.000000 Penalty: 4535.046387
	Iteration 7Q: 3 clusters Score -771145 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -771241.125000 Penalty: 4535.046387
	Iteration 8Q: 3 clusters Score -771241.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -771318.250000 Penalty: 4535.046387
	Iteration 9Q: 3 clusters Score -771318.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -771398.812500 Penalty: 4535.046387
	Iteration 10Q: 3 clusters Score -771398.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -771478.437500 Penalty: 4535.046387
	Iteration 11Q: 3 clusters Score -771478.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -771539.062500 Penalty: 4535.046387
	Iteration 12Q: 3 clusters Score -771539.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -771585.437500 Penalty: 4535.046387
	Iteration 13Q: 3 clusters Score -771585.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -771641.312500 Penalty: 4535.046387
	Iteration 14Q: 3 clusters Score -771641.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -771691.875000 Penalty: 4535.046387
	Iteration 15Q: 3 clusters Score -771691.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -771731.625000 Penalty: 4535.046387
	Iteration 16Q: 3 clusters Score -771731.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -771761.250000 Penalty: 4535.046387
	Iteration 17Q: 3 clusters Score -771761.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -771785.875000 Penalty: 4535.046387
	Iteration 18Q: 3 clusters Score -771785.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -771807.000000 Penalty: 4535.046387
	Iteration 19Q: 3 clusters Score -771807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -771829.750000 Penalty: 4535.046387
	Iteration 20F: 3 clusters Score -771829.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -771844.875000 Penalty: 4535.046387
	Iteration 21Q: 3 clusters Score -771844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -771852.625000 Penalty: 4535.046387
	Iteration 22Q: 3 clusters Score -771852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -771861.062500 Penalty: 4535.046387
	Iteration 23Q: 3 clusters Score -771861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -771862.750000 Penalty: 4535.046387
	Iteration 24Q: 3 clusters Score -771862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -771866.875000 Penalty: 4535.046387
	Iteration 25Q: 3 clusters Score -771866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -771867.062500 Penalty: 4535.046387
	Iteration 26Q: 3 clusters Score -771867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -771866.250000 Penalty: 4535.046387
	Iteration 27Q: 3 clusters Score -771866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -771866.250000 Penalty: 4535.046387
	Iteration 28F: 3 clusters Score -771866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 7244 members 
Mstep: Class 3 contains 21796 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 15562 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 8940 members 
Mstep: Class 8 contains 896 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 20027 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 20708 members 
Mstep: Class 17 contains 54883 members 
Mstep: Class 18 contains 56006 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 15550 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 1697 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 6653 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 12874 members 
Mstep: Class 30 contains 60890 members 
Mstep: Class 31 contains 57754 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 13849 members 
Mstep: Class 36 contains 7954 members 
Mstep: Class 37 contains 13725 members 
Mstep: Class 38 contains 661 members 
Mstep: Class 39 contains 8691 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1486 members 
Mstep: Class 43 contains 10374 members 
Mstep: Class 44 contains 21791 members 
Mstep: Class 45 contains 4443 members 
Mstep: Class 46 contains 3082 members 
Mstep: Class 47 contains 12719 members 
Mstep: Class 48 contains 1667 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 22559 members 
Mstep: Class 51 contains 6895 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1617 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 1032 members 
Mstep: Class 56 contains 10219 members 
Mstep: Class 57 contains 1397 members 
Entering Unmasked Estep 
Score: -51172708.000000 Penalty: 189373.437500
Splitting cluster 36 changes total score from -51173884.000000 to -51172708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (13725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Entering Unmasked Estep 
Score: -1139346.000000 Penalty: 2362.689697
	Iteration 0F: 2 clusters Score -1139346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1129284.500000 Penalty: 4725.379395
	Iteration 0F: 3 clusters Score -1129284 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1132499.000000 Penalty: 4725.379395
	Iteration 1F: 3 clusters Score -1132499 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1132966.375000 Penalty: 4725.379395
	Iteration 2F: 3 clusters Score -1132966 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1133407.750000 Penalty: 4725.379395
	Iteration 3F: 3 clusters Score -1133408 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1133934.375000 Penalty: 4725.379395
	Iteration 4F: 3 clusters Score -1133934 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1134534.875000 Penalty: 4725.379395
	Iteration 5F: 3 clusters Score -1134535 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1135171.750000 Penalty: 4725.379395
	Iteration 6F: 3 clusters Score -1135172 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1135757.875000 Penalty: 4725.379395
	Iteration 7F: 3 clusters Score -1135758 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1136262.875000 Penalty: 4725.379395
	Iteration 8F: 3 clusters Score -1136263 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1136654.250000 Penalty: 4725.379395
	Iteration 9Q: 3 clusters Score -1136654 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1136899.875000 Penalty: 4725.379395
	Iteration 10Q: 3 clusters Score -1136900 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1137052.125000 Penalty: 4725.379395
	Iteration 11Q: 3 clusters Score -1137052 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1137155.750000 Penalty: 4725.379395
	Iteration 12Q: 3 clusters Score -1137156 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1137245.500000 Penalty: 4725.379395
	Iteration 13Q: 3 clusters Score -1137246 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1137309.500000 Penalty: 4725.379395
	Iteration 14Q: 3 clusters Score -1137310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1137354.875000 Penalty: 4725.379395
	Iteration 15Q: 3 clusters Score -1137355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1137391.250000 Penalty: 4725.379395
	Iteration 16Q: 3 clusters Score -1137391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1137430.000000 Penalty: 4725.379395
	Iteration 17Q: 3 clusters Score -1137430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1137468.750000 Penalty: 4725.379395
	Iteration 18Q: 3 clusters Score -1137469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1137519.625000 Penalty: 4725.379395
	Iteration 19Q: 3 clusters Score -1137520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1137553.625000 Penalty: 4725.379395
	Iteration 20F: 3 clusters Score -1137554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1137584.125000 Penalty: 4725.379395
	Iteration 21Q: 3 clusters Score -1137584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1137608.750000 Penalty: 4725.379395
	Iteration 22Q: 3 clusters Score -1137609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1137637.375000 Penalty: 4725.379395
	Iteration 23Q: 3 clusters Score -1137637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1137660.500000 Penalty: 4725.379395
	Iteration 24Q: 3 clusters Score -1137660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1137678.250000 Penalty: 4725.379395
	Iteration 25Q: 3 clusters Score -1137678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1137698.000000 Penalty: 4725.379395
	Iteration 26Q: 3 clusters Score -1137698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1137715.875000 Penalty: 4725.379395
	Iteration 27Q: 3 clusters Score -1137716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1137737.500000 Penalty: 4725.379395
	Iteration 28Q: 3 clusters Score -1137738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1137756.750000 Penalty: 4725.379395
	Iteration 29Q: 3 clusters Score -1137757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1137774.125000 Penalty: 4725.379395
	Iteration 30Q: 3 clusters Score -1137774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1137794.250000 Penalty: 4725.379395
	Iteration 31Q: 3 clusters Score -1137794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1137808.125000 Penalty: 4725.379395
	Iteration 32Q: 3 clusters Score -1137808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1137825.625000 Penalty: 4725.379395
	Iteration 33Q: 3 clusters Score -1137826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1137840.000000 Penalty: 4725.379395
	Iteration 34Q: 3 clusters Score -1137840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1137859.500000 Penalty: 4725.379395
	Iteration 35Q: 3 clusters Score -1137860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1137878.625000 Penalty: 4725.379395
	Iteration 36Q: 3 clusters Score -1137879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1137899.000000 Penalty: 4725.379395
	Iteration 37Q: 3 clusters Score -1137899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1137923.875000 Penalty: 4725.379395
	Iteration 38Q: 3 clusters Score -1137924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1137960.375000 Penalty: 4725.379395
	Iteration 39Q: 3 clusters Score -1137960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1138004.875000 Penalty: 4725.379395
	Iteration 40F: 3 clusters Score -1138005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1138063.250000 Penalty: 4725.379395
	Iteration 41Q: 3 clusters Score -1138063 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1138119.000000 Penalty: 4725.379395
	Iteration 42Q: 3 clusters Score -1138119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1138167.875000 Penalty: 4725.379395
	Iteration 43Q: 3 clusters Score -1138168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1138208.750000 Penalty: 4725.379395
	Iteration 44Q: 3 clusters Score -1138209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1138244.625000 Penalty: 4725.379395
	Iteration 45Q: 3 clusters Score -1138245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1138265.875000 Penalty: 4725.379395
	Iteration 46Q: 3 clusters Score -1138266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1138280.000000 Penalty: 4725.379395
	Iteration 47Q: 3 clusters Score -1138280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1138294.750000 Penalty: 4725.379395
	Iteration 48Q: 3 clusters Score -1138295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1138302.125000 Penalty: 4725.379395
	Iteration 49Q: 3 clusters Score -1138302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1138308.000000 Penalty: 4725.379395
	Iteration 50Q: 3 clusters Score -1138308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1138308.875000 Penalty: 4725.379395
	Iteration 51Q: 3 clusters Score -1138309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1138309.000000 Penalty: 4725.379395
	Iteration 52Q: 3 clusters Score -1138309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1138308.000000 Penalty: 4725.379395
	Iteration 53Q: 3 clusters Score -1138308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1138312.250000 Penalty: 4725.379395
	Iteration 54Q: 3 clusters Score -1138312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1138312.000000 Penalty: 4725.379395
	Iteration 55Q: 3 clusters Score -1138312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1138312.750000 Penalty: 4725.379395
	Iteration 56Q: 3 clusters Score -1138313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1138313.250000 Penalty: 4725.379395
	Iteration 57Q: 3 clusters Score -1138313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1138316.375000 Penalty: 4725.379395
	Iteration 58Q: 3 clusters Score -1138316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1138317.875000 Penalty: 4725.379395
	Iteration 59Q: 3 clusters Score -1138318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1138317.500000 Penalty: 4725.379395
	Iteration 60F: 3 clusters Score -1138318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1138317.625000 Penalty: 4725.379395
	Iteration 61Q: 3 clusters Score -1138318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1138318.875000 Penalty: 4725.379395
	Iteration 62Q: 3 clusters Score -1138319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1138318.625000 Penalty: 4725.379395
	Iteration 63Q: 3 clusters Score -1138319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1138317.750000 Penalty: 4725.379395
	Iteration 64Q: 3 clusters Score -1138318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1138317.750000 Penalty: 4725.379395
	Iteration 65F: 3 clusters Score -1138318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -53381.410156 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -53381.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51707.183594 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -51707.18 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -51912.406250 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -51912.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51967.191406 Penalty: 3220.901855
	Iteration 2Q: 3 clusters Score -51967.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51989.558594 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -51989.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52007.265625 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -52007.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52015.812500 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -52015.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -52021.117188 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -52021.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -52022.109375 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -52022.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52031.042969 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -52031.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52035.832031 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -52035.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52035.832031 Penalty: 3220.901855
	Iteration 10F: 3 clusters Score -52035.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Entering Unmasked Estep 
Score: -749430.437500 Penalty: 2249.370850
	Iteration 0F: 2 clusters Score -749430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -742492.562500 Penalty: 4498.741699
	Iteration 0F: 3 clusters Score -742492.6 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -744457.000000 Penalty: 4498.741699
	Iteration 1F: 3 clusters Score -744457 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -744797.812500 Penalty: 4498.741699
	Iteration 2F: 3 clusters Score -744797.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -745091.187500 Penalty: 4498.741699
	Iteration 3F: 3 clusters Score -745091.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -745326.187500 Penalty: 4498.741699
	Iteration 4F: 3 clusters Score -745326.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -745529.812500 Penalty: 4498.741699
	Iteration 5Q: 3 clusters Score -745529.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -745717.250000 Penalty: 4498.741699
	Iteration 6Q: 3 clusters Score -745717.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -745930.562500 Penalty: 4498.741699
	Iteration 7Q: 3 clusters Score -745930.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -746191.125000 Penalty: 4498.741699
	Iteration 8Q: 3 clusters Score -746191.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -746432.000000 Penalty: 4498.741699
	Iteration 9Q: 3 clusters Score -746432 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -746650.375000 Penalty: 4498.741699
	Iteration 10Q: 3 clusters Score -746650.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -746816.312500 Penalty: 4498.741699
	Iteration 11Q: 3 clusters Score -746816.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -747002.125000 Penalty: 4498.741699
	Iteration 12Q: 3 clusters Score -747002.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -747172.625000 Penalty: 4498.741699
	Iteration 13Q: 3 clusters Score -747172.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -747297.250000 Penalty: 4498.741699
	Iteration 14Q: 3 clusters Score -747297.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -747391.750000 Penalty: 4498.741699
	Iteration 15Q: 3 clusters Score -747391.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -747460.812500 Penalty: 4498.741699
	Iteration 16Q: 3 clusters Score -747460.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -747499.625000 Penalty: 4498.741699
	Iteration 17Q: 3 clusters Score -747499.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -747525.562500 Penalty: 4498.741699
	Iteration 18Q: 3 clusters Score -747525.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -747544.812500 Penalty: 4498.741699
	Iteration 19Q: 3 clusters Score -747544.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -747574.937500 Penalty: 4498.741699
	Iteration 20F: 3 clusters Score -747574.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -747597.625000 Penalty: 4498.741699
	Iteration 21Q: 3 clusters Score -747597.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -747612.687500 Penalty: 4498.741699
	Iteration 22Q: 3 clusters Score -747612.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -747628.250000 Penalty: 4498.741699
	Iteration 23Q: 3 clusters Score -747628.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -747641.500000 Penalty: 4498.741699
	Iteration 24Q: 3 clusters Score -747641.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -747648.812500 Penalty: 4498.741699
	Iteration 25Q: 3 clusters Score -747648.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -747651.750000 Penalty: 4498.741699
	Iteration 26Q: 3 clusters Score -747651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -747660.187500 Penalty: 4498.741699
	Iteration 27Q: 3 clusters Score -747660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -747661.750000 Penalty: 4498.741699
	Iteration 28Q: 3 clusters Score -747661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -747662.937500 Penalty: 4498.741699
	Iteration 29Q: 3 clusters Score -747662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -747665.000000 Penalty: 4498.741699
	Iteration 30Q: 3 clusters Score -747665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -747667.375000 Penalty: 4498.741699
	Iteration 31Q: 3 clusters Score -747667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -747669.125000 Penalty: 4498.741699
	Iteration 32Q: 3 clusters Score -747669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -747669.875000 Penalty: 4498.741699
	Iteration 33Q: 3 clusters Score -747669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -747672.687500 Penalty: 4498.741699
	Iteration 34Q: 3 clusters Score -747672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -747672.062500 Penalty: 4498.741699
	Iteration 35Q: 3 clusters Score -747672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -747672.062500 Penalty: 4498.741699
	Iteration 36F: 3 clusters Score -747672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -102225.671875 Penalty: 1813.347778
	Iteration 0F: 2 clusters Score -102225.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -99920.046875 Penalty: 3626.695557
	Iteration 0F: 3 clusters Score -99920.05 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -100351.937500 Penalty: 3626.695557
	Iteration 1F: 3 clusters Score -100351.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100507.453125 Penalty: 3626.695557
	Iteration 2F: 3 clusters Score -100507.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -100617.125000 Penalty: 3626.695557
	Iteration 3F: 3 clusters Score -100617.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -100686.601562 Penalty: 3626.695557
	Iteration 4Q: 3 clusters Score -100686.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -100749.695312 Penalty: 3626.695557
	Iteration 5Q: 3 clusters Score -100749.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -100805.406250 Penalty: 3626.695557
	Iteration 6Q: 3 clusters Score -100805.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -100862.640625 Penalty: 3626.695557
	Iteration 7Q: 3 clusters Score -100862.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -100905.148438 Penalty: 3626.695557
	Iteration 8Q: 3 clusters Score -100905.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -100944.054688 Penalty: 3626.695557
	Iteration 9Q: 3 clusters Score -100944.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -101005.226562 Penalty: 3626.695557
	Iteration 10Q: 3 clusters Score -101005.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -101080.875000 Penalty: 3626.695557
	Iteration 11Q: 3 clusters Score -101080.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -101138.171875 Penalty: 3626.695557
	Iteration 12Q: 3 clusters Score -101138.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -101183.351562 Penalty: 3626.695557
	Iteration 13Q: 3 clusters Score -101183.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -101230.921875 Penalty: 3626.695557
	Iteration 14Q: 3 clusters Score -101230.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -101291.976562 Penalty: 3626.695557
	Iteration 15Q: 3 clusters Score -101292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -101337.367188 Penalty: 3626.695557
	Iteration 16Q: 3 clusters Score -101337.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -101375.132812 Penalty: 3626.695557
	Iteration 17Q: 3 clusters Score -101375.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -101416.578125 Penalty: 3626.695557
	Iteration 18Q: 3 clusters Score -101416.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -101459.921875 Penalty: 3626.695557
	Iteration 19Q: 3 clusters Score -101459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -101486.304688 Penalty: 3626.695557
	Iteration 20F: 3 clusters Score -101486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -101498.500000 Penalty: 3626.695557
	Iteration 21Q: 3 clusters Score -101498.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -101509.328125 Penalty: 3626.695557
	Iteration 22Q: 3 clusters Score -101509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -101510.000000 Penalty: 3626.695557
	Iteration 23Q: 3 clusters Score -101510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -101511.703125 Penalty: 3626.695557
	Iteration 24Q: 3 clusters Score -101511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -101512.179688 Penalty: 3626.695557
	Iteration 25Q: 3 clusters Score -101512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -101513.695312 Penalty: 3626.695557
	Iteration 26Q: 3 clusters Score -101513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -101514.195312 Penalty: 3626.695557
	Iteration 27Q: 3 clusters Score -101514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -101514.195312 Penalty: 3626.695557
	Iteration 28F: 3 clusters Score -101514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -136213.312500 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -136213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -133735.203125 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -133735.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -134247.343750 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -134247.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -134454.406250 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -134454.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -134601.921875 Penalty: 3719.164551
	Iteration 3F: 3 clusters Score -134601.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134759.500000 Penalty: 3719.164551
	Iteration 4F: 3 clusters Score -134759.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134890.718750 Penalty: 3719.164551
	Iteration 5Q: 3 clusters Score -134890.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134984.968750 Penalty: 3719.164551
	Iteration 6Q: 3 clusters Score -134985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135041.921875 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -135041.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -135083.453125 Penalty: 3719.164551
	Iteration 8Q: 3 clusters Score -135083.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -135100.468750 Penalty: 3719.164551
	Iteration 9Q: 3 clusters Score -135100.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135118.953125 Penalty: 3719.164551
	Iteration 10Q: 3 clusters Score -135119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135130.765625 Penalty: 3719.164551
	Iteration 11Q: 3 clusters Score -135130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135138.265625 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -135138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135145.578125 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -135145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135156.906250 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -135156.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135162.187500 Penalty: 3719.164551
	Iteration 15Q: 3 clusters Score -135162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135170.734375 Penalty: 3719.164551
	Iteration 16Q: 3 clusters Score -135170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135185.875000 Penalty: 3719.164551
	Iteration 17Q: 3 clusters Score -135185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135199.609375 Penalty: 3719.164551
	Iteration 18Q: 3 clusters Score -135199.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135217.078125 Penalty: 3719.164551
	Iteration 19Q: 3 clusters Score -135217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135225.046875 Penalty: 3719.164551
	Iteration 20F: 3 clusters Score -135225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135233.203125 Penalty: 3719.164551
	Iteration 21Q: 3 clusters Score -135233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135239.640625 Penalty: 3719.164551
	Iteration 22Q: 3 clusters Score -135239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135243.640625 Penalty: 3719.164551
	Iteration 23Q: 3 clusters Score -135243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135248.968750 Penalty: 3719.164551
	Iteration 24Q: 3 clusters Score -135249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135252.531250 Penalty: 3719.164551
	Iteration 25Q: 3 clusters Score -135252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135252.812500 Penalty: 3719.164551
	Iteration 26Q: 3 clusters Score -135252.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135252.812500 Penalty: 3719.164551
	Iteration 27F: 3 clusters Score -135252.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -116888.882812 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -116888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -114627.507812 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -114627.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -115108.562500 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -115108.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115285.023438 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -115285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -115392.835938 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -115392.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -115461.398438 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -115461.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -115510.843750 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -115510.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -115543.609375 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -115543.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -115585.687500 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -115585.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -115621.679688 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -115621.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -115653.875000 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -115653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -115669.429688 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -115669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -115679.656250 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -115679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -115688.265625 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -115688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -115695.679688 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -115695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -115702.343750 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -115702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -115708.867188 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -115708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -115712.734375 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -115712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -115713.421875 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -115713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -115714.359375 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -115714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -115714.867188 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -115714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -115717.523438 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -115717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Entering Unmasked Estep 
Score: -849444.687500 Penalty: 2293.270264
	Iteration 0F: 2 clusters Score -849444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -841477.062500 Penalty: 4586.540527
	Iteration 0F: 3 clusters Score -841477.1 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -843828.625000 Penalty: 4586.540527
	Iteration 1F: 3 clusters Score -843828.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -844122.125000 Penalty: 4586.540527
	Iteration 2F: 3 clusters Score -844122.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -844319.375000 Penalty: 4586.540527
	Iteration 3Q: 3 clusters Score -844319.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -844476.562500 Penalty: 4586.540527
	Iteration 4Q: 3 clusters Score -844476.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -844615.937500 Penalty: 4586.540527
	Iteration 5Q: 3 clusters Score -844615.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -844738.875000 Penalty: 4586.540527
	Iteration 6Q: 3 clusters Score -844738.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -844883.437500 Penalty: 4586.540527
	Iteration 7Q: 3 clusters Score -844883.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -845040.937500 Penalty: 4586.540527
	Iteration 8Q: 3 clusters Score -845040.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -845220.812500 Penalty: 4586.540527
	Iteration 9Q: 3 clusters Score -845220.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -845427.687500 Penalty: 4586.540527
	Iteration 10Q: 3 clusters Score -845427.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -845667.375000 Penalty: 4586.540527
	Iteration 11Q: 3 clusters Score -845667.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -845945.625000 Penalty: 4586.540527
	Iteration 12Q: 3 clusters Score -845945.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -846221.125000 Penalty: 4586.540527
	Iteration 13Q: 3 clusters Score -846221.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -846444.187500 Penalty: 4586.540527
	Iteration 14Q: 3 clusters Score -846444.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -846632.187500 Penalty: 4586.540527
	Iteration 15Q: 3 clusters Score -846632.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -846773.312500 Penalty: 4586.540527
	Iteration 16Q: 3 clusters Score -846773.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -846882.375000 Penalty: 4586.540527
	Iteration 17Q: 3 clusters Score -846882.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -846946.937500 Penalty: 4586.540527
	Iteration 18Q: 3 clusters Score -846946.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -846998.812500 Penalty: 4586.540527
	Iteration 19Q: 3 clusters Score -846998.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -847033.250000 Penalty: 4586.540527
	Iteration 20F: 3 clusters Score -847033.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -847055.750000 Penalty: 4586.540527
	Iteration 21Q: 3 clusters Score -847055.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -847067.937500 Penalty: 4586.540527
	Iteration 22Q: 3 clusters Score -847067.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -847083.000000 Penalty: 4586.540527
	Iteration 23Q: 3 clusters Score -847083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -847088.687500 Penalty: 4586.540527
	Iteration 24Q: 3 clusters Score -847088.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -847096.562500 Penalty: 4586.540527
	Iteration 25Q: 3 clusters Score -847096.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -847101.562500 Penalty: 4586.540527
	Iteration 26Q: 3 clusters Score -847101.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -847110.937500 Penalty: 4586.540527
	Iteration 27Q: 3 clusters Score -847110.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -847113.875000 Penalty: 4586.540527
	Iteration 28Q: 3 clusters Score -847113.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -847119.062500 Penalty: 4586.540527
	Iteration 29Q: 3 clusters Score -847119.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -847127.750000 Penalty: 4586.540527
	Iteration 30Q: 3 clusters Score -847127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -847136.375000 Penalty: 4586.540527
	Iteration 31Q: 3 clusters Score -847136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -847141.375000 Penalty: 4586.540527
	Iteration 32Q: 3 clusters Score -847141.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -847142.812500 Penalty: 4586.540527
	Iteration 33Q: 3 clusters Score -847142.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -847145.125000 Penalty: 4586.540527
	Iteration 34Q: 3 clusters Score -847145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -847147.312500 Penalty: 4586.540527
	Iteration 35Q: 3 clusters Score -847147.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -847152.000000 Penalty: 4586.540527
	Iteration 36Q: 3 clusters Score -847152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -847151.812500 Penalty: 4586.540527
	Iteration 37Q: 3 clusters Score -847151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -847153.562500 Penalty: 4586.540527
	Iteration 38Q: 3 clusters Score -847153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -847153.562500 Penalty: 4586.540527
	Iteration 39F: 3 clusters Score -847153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (21791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Entering Unmasked Estep 
Score: -1764561.875000 Penalty: 2477.334473
	Iteration 0F: 2 clusters Score -1764562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1749382.625000 Penalty: 4954.668945
	Iteration 0F: 3 clusters Score -1749383 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1754412.625000 Penalty: 4954.668945
	Iteration 1F: 3 clusters Score -1754413 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1754741.500000 Penalty: 4954.668945
	Iteration 2Q: 3 clusters Score -1754742 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1755026.750000 Penalty: 4954.668945
	Iteration 3Q: 3 clusters Score -1755027 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1755238.125000 Penalty: 4954.668945
	Iteration 4Q: 3 clusters Score -1755238 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1755425.750000 Penalty: 4954.668945
	Iteration 5Q: 3 clusters Score -1755426 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1755577.875000 Penalty: 4954.668945
	Iteration 6Q: 3 clusters Score -1755578 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1755740.750000 Penalty: 4954.668945
	Iteration 7Q: 3 clusters Score -1755741 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1755902.000000 Penalty: 4954.668945
	Iteration 8Q: 3 clusters Score -1755902 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1756103.000000 Penalty: 4954.668945
	Iteration 9Q: 3 clusters Score -1756103 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1756363.750000 Penalty: 4954.668945
	Iteration 10Q: 3 clusters Score -1756364 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1756691.750000 Penalty: 4954.668945
	Iteration 11Q: 3 clusters Score -1756692 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1757100.625000 Penalty: 4954.668945
	Iteration 12Q: 3 clusters Score -1757101 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1757569.375000 Penalty: 4954.668945
	Iteration 13Q: 3 clusters Score -1757569 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1758078.750000 Penalty: 4954.668945
	Iteration 14Q: 3 clusters Score -1758079 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1758591.875000 Penalty: 4954.668945
	Iteration 15Q: 3 clusters Score -1758592 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1759046.500000 Penalty: 4954.668945
	Iteration 16Q: 3 clusters Score -1759046 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1759460.500000 Penalty: 4954.668945
	Iteration 17Q: 3 clusters Score -1759460 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1759784.000000 Penalty: 4954.668945
	Iteration 18Q: 3 clusters Score -1759784 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1760066.000000 Penalty: 4954.668945
	Iteration 19Q: 3 clusters Score -1760066 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1760342.875000 Penalty: 4954.668945
	Iteration 20F: 3 clusters Score -1760343 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1760580.750000 Penalty: 4954.668945
	Iteration 21Q: 3 clusters Score -1760581 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1760815.375000 Penalty: 4954.668945
	Iteration 22Q: 3 clusters Score -1760815 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1761051.000000 Penalty: 4954.668945
	Iteration 23Q: 3 clusters Score -1761051 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1761241.125000 Penalty: 4954.668945
	Iteration 24Q: 3 clusters Score -1761241 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1761409.375000 Penalty: 4954.668945
	Iteration 25Q: 3 clusters Score -1761409 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1761562.250000 Penalty: 4954.668945
	Iteration 26Q: 3 clusters Score -1761562 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1761671.125000 Penalty: 4954.668945
	Iteration 27Q: 3 clusters Score -1761671 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1761771.875000 Penalty: 4954.668945
	Iteration 28Q: 3 clusters Score -1761772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1761850.125000 Penalty: 4954.668945
	Iteration 29Q: 3 clusters Score -1761850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1761921.000000 Penalty: 4954.668945
	Iteration 30Q: 3 clusters Score -1761921 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1761985.125000 Penalty: 4954.668945
	Iteration 31Q: 3 clusters Score -1761985 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1762048.375000 Penalty: 4954.668945
	Iteration 32Q: 3 clusters Score -1762048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1762092.375000 Penalty: 4954.668945
	Iteration 33Q: 3 clusters Score -1762092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1762142.625000 Penalty: 4954.668945
	Iteration 34Q: 3 clusters Score -1762143 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1762173.250000 Penalty: 4954.668945
	Iteration 35Q: 3 clusters Score -1762173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1762200.875000 Penalty: 4954.668945
	Iteration 36Q: 3 clusters Score -1762201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -1762225.625000 Penalty: 4954.668945
	Iteration 37Q: 3 clusters Score -1762226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1762247.625000 Penalty: 4954.668945
	Iteration 38Q: 3 clusters Score -1762248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1762266.375000 Penalty: 4954.668945
	Iteration 39Q: 3 clusters Score -1762266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1762296.500000 Penalty: 4954.668945
	Iteration 40F: 3 clusters Score -1762296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1762329.750000 Penalty: 4954.668945
	Iteration 41Q: 3 clusters Score -1762330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1762348.250000 Penalty: 4954.668945
	Iteration 42Q: 3 clusters Score -1762348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1762369.125000 Penalty: 4954.668945
	Iteration 43Q: 3 clusters Score -1762369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -1762380.750000 Penalty: 4954.668945
	Iteration 44Q: 3 clusters Score -1762381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1762392.625000 Penalty: 4954.668945
	Iteration 45Q: 3 clusters Score -1762393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1762403.875000 Penalty: 4954.668945
	Iteration 46Q: 3 clusters Score -1762404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1762410.000000 Penalty: 4954.668945
	Iteration 47Q: 3 clusters Score -1762410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1762427.625000 Penalty: 4954.668945
	Iteration 48Q: 3 clusters Score -1762428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -1762441.375000 Penalty: 4954.668945
	Iteration 49Q: 3 clusters Score -1762441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -1762451.000000 Penalty: 4954.668945
	Iteration 50Q: 3 clusters Score -1762451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -1762464.125000 Penalty: 4954.668945
	Iteration 51Q: 3 clusters Score -1762464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -1762474.250000 Penalty: 4954.668945
	Iteration 52Q: 3 clusters Score -1762474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1762479.000000 Penalty: 4954.668945
	Iteration 53Q: 3 clusters Score -1762479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1762486.000000 Penalty: 4954.668945
	Iteration 54Q: 3 clusters Score -1762486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1762489.000000 Penalty: 4954.668945
	Iteration 55Q: 3 clusters Score -1762489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1762490.250000 Penalty: 4954.668945
	Iteration 56Q: 3 clusters Score -1762490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1762492.000000 Penalty: 4954.668945
	Iteration 57Q: 3 clusters Score -1762492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1762493.250000 Penalty: 4954.668945
	Iteration 58Q: 3 clusters Score -1762493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1762492.750000 Penalty: 4954.668945
	Iteration 59Q: 3 clusters Score -1762493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -1762493.000000 Penalty: 4954.668945
	Iteration 60F: 3 clusters Score -1762493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1762494.625000 Penalty: 4954.668945
	Iteration 61Q: 3 clusters Score -1762495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1762494.625000 Penalty: 4954.668945
	Iteration 62F: 3 clusters Score -1762495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Entering Unmasked Estep 
Score: -366768.062500 Penalty: 2082.973145
	Iteration 0F: 2 clusters Score -366768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -362584.343750 Penalty: 4165.946289
	Iteration 0F: 3 clusters Score -362584.3 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -363512.812500 Penalty: 4165.946289
	Iteration 1F: 3 clusters Score -363512.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -363735.031250 Penalty: 4165.946289
	Iteration 2F: 3 clusters Score -363735 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -363880.156250 Penalty: 4165.946289
	Iteration 3F: 3 clusters Score -363880.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -363986.125000 Penalty: 4165.946289
	Iteration 4Q: 3 clusters Score -363986.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -364058.562500 Penalty: 4165.946289
	Iteration 5Q: 3 clusters Score -364058.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -364117.656250 Penalty: 4165.946289
	Iteration 6Q: 3 clusters Score -364117.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -364167.062500 Penalty: 4165.946289
	Iteration 7Q: 3 clusters Score -364167.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -364198.500000 Penalty: 4165.946289
	Iteration 8Q: 3 clusters Score -364198.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -364222.875000 Penalty: 4165.946289
	Iteration 9Q: 3 clusters Score -364222.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -364242.531250 Penalty: 4165.946289
	Iteration 10Q: 3 clusters Score -364242.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -364261.968750 Penalty: 4165.946289
	Iteration 11Q: 3 clusters Score -364262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -364279.375000 Penalty: 4165.946289
	Iteration 12Q: 3 clusters Score -364279.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -364292.687500 Penalty: 4165.946289
	Iteration 13Q: 3 clusters Score -364292.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -364302.437500 Penalty: 4165.946289
	Iteration 14Q: 3 clusters Score -364302.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -364311.000000 Penalty: 4165.946289
	Iteration 15Q: 3 clusters Score -364311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -364316.812500 Penalty: 4165.946289
	Iteration 16Q: 3 clusters Score -364316.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -364323.218750 Penalty: 4165.946289
	Iteration 17Q: 3 clusters Score -364323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -364328.437500 Penalty: 4165.946289
	Iteration 18Q: 3 clusters Score -364328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -364332.125000 Penalty: 4165.946289
	Iteration 19Q: 3 clusters Score -364332.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -364336.062500 Penalty: 4165.946289
	Iteration 20F: 3 clusters Score -364336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -364339.531250 Penalty: 4165.946289
	Iteration 21Q: 3 clusters Score -364339.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -364345.093750 Penalty: 4165.946289
	Iteration 22Q: 3 clusters Score -364345.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -364348.781250 Penalty: 4165.946289
	Iteration 23Q: 3 clusters Score -364348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -364352.625000 Penalty: 4165.946289
	Iteration 24Q: 3 clusters Score -364352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -364358.125000 Penalty: 4165.946289
	Iteration 25Q: 3 clusters Score -364358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -364361.218750 Penalty: 4165.946289
	Iteration 26Q: 3 clusters Score -364361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -364366.375000 Penalty: 4165.946289
	Iteration 27Q: 3 clusters Score -364366.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -364372.375000 Penalty: 4165.946289
	Iteration 28Q: 3 clusters Score -364372.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -364375.968750 Penalty: 4165.946289
	Iteration 29Q: 3 clusters Score -364376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -364379.750000 Penalty: 4165.946289
	Iteration 30Q: 3 clusters Score -364379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -364382.250000 Penalty: 4165.946289
	Iteration 31Q: 3 clusters Score -364382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -364383.406250 Penalty: 4165.946289
	Iteration 32Q: 3 clusters Score -364383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -364384.562500 Penalty: 4165.946289
	Iteration 33Q: 3 clusters Score -364384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -364385.187500 Penalty: 4165.946289
	Iteration 34Q: 3 clusters Score -364385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -364386.187500 Penalty: 4165.946289
	Iteration 35Q: 3 clusters Score -364386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -364388.343750 Penalty: 4165.946289
	Iteration 36Q: 3 clusters Score -364388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -364389.281250 Penalty: 4165.946289
	Iteration 37Q: 3 clusters Score -364389.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -364391.562500 Penalty: 4165.946289
	Iteration 38Q: 3 clusters Score -364391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -364393.968750 Penalty: 4165.946289
	Iteration 39Q: 3 clusters Score -364394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -364394.468750 Penalty: 4165.946289
	Iteration 40F: 3 clusters Score -364394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -364397.312500 Penalty: 4165.946289
	Iteration 41Q: 3 clusters Score -364397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -364397.437500 Penalty: 4165.946289
	Iteration 42Q: 3 clusters Score -364397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -364397.875000 Penalty: 4165.946289
	Iteration 43Q: 3 clusters Score -364397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -364397.875000 Penalty: 4165.946289
	Iteration 44F: 3 clusters Score -364397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -250082.843750 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -250082.8 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 1537 members 
Entering Unmasked Estep 
Score: -246795.375000 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -246795.4 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -247629.750000 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -247629.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -247928.500000 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -247928.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -248099.484375 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -248099.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -248243.031250 Penalty: 3984.533447
	Iteration 4Q: 3 clusters Score -248243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -248358.718750 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -248358.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -248438.078125 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -248438.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -248496.765625 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -248496.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248548.640625 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -248548.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -248587.593750 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -248587.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248623.046875 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -248623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -248643.750000 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -248643.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -248662.265625 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -248662.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -248676.734375 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -248676.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -248691.453125 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -248691.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -248697.328125 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -248697.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -248701.343750 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -248701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -248705.656250 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -248705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -248709.093750 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -248709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -248712.390625 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -248712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248715.687500 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -248715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -248717.343750 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -248717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248718.281250 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -248718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -248719.031250 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -248719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248720.843750 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -248720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248722.468750 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -248722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -248722.984375 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -248723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -248723.640625 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -248723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -248724.015625 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -248724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -248724.015625 Penalty: 3984.533447
	Iteration 29F: 3 clusters Score -248724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Entering Unmasked Estep 
Score: -1064702.750000 Penalty: 2343.811279
	Iteration 0F: 2 clusters Score -1064703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1055233.375000 Penalty: 4687.622559
	Iteration 0F: 3 clusters Score -1055233 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1058122.500000 Penalty: 4687.622559
	Iteration 1F: 3 clusters Score -1058122 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1058542.250000 Penalty: 4687.622559
	Iteration 2F: 3 clusters Score -1058542 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1058894.500000 Penalty: 4687.622559
	Iteration 3F: 3 clusters Score -1058894 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1059194.500000 Penalty: 4687.622559
	Iteration 4Q: 3 clusters Score -1059194 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1059457.875000 Penalty: 4687.622559
	Iteration 5Q: 3 clusters Score -1059458 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1059700.000000 Penalty: 4687.622559
	Iteration 6Q: 3 clusters Score -1059700 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1059947.250000 Penalty: 4687.622559
	Iteration 7Q: 3 clusters Score -1059947 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1060178.750000 Penalty: 4687.622559
	Iteration 8Q: 3 clusters Score -1060179 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1060394.500000 Penalty: 4687.622559
	Iteration 9Q: 3 clusters Score -1060394 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1060601.500000 Penalty: 4687.622559
	Iteration 10Q: 3 clusters Score -1060602 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1060785.250000 Penalty: 4687.622559
	Iteration 11Q: 3 clusters Score -1060785 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1060956.500000 Penalty: 4687.622559
	Iteration 12Q: 3 clusters Score -1060956 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1061136.750000 Penalty: 4687.622559
	Iteration 13Q: 3 clusters Score -1061137 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1061332.000000 Penalty: 4687.622559
	Iteration 14Q: 3 clusters Score -1061332 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1061526.875000 Penalty: 4687.622559
	Iteration 15Q: 3 clusters Score -1061527 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1061695.625000 Penalty: 4687.622559
	Iteration 16Q: 3 clusters Score -1061696 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1061849.625000 Penalty: 4687.622559
	Iteration 17Q: 3 clusters Score -1061850 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1062009.750000 Penalty: 4687.622559
	Iteration 18Q: 3 clusters Score -1062010 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1062168.500000 Penalty: 4687.622559
	Iteration 19Q: 3 clusters Score -1062168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1062295.625000 Penalty: 4687.622559
	Iteration 20F: 3 clusters Score -1062296 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1062393.875000 Penalty: 4687.622559
	Iteration 21Q: 3 clusters Score -1062394 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1062487.250000 Penalty: 4687.622559
	Iteration 22Q: 3 clusters Score -1062487 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1062571.750000 Penalty: 4687.622559
	Iteration 23Q: 3 clusters Score -1062572 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1062629.875000 Penalty: 4687.622559
	Iteration 24Q: 3 clusters Score -1062630 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1062675.375000 Penalty: 4687.622559
	Iteration 25Q: 3 clusters Score -1062675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1062719.500000 Penalty: 4687.622559
	Iteration 26Q: 3 clusters Score -1062720 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1062753.750000 Penalty: 4687.622559
	Iteration 27Q: 3 clusters Score -1062754 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1062787.750000 Penalty: 4687.622559
	Iteration 28Q: 3 clusters Score -1062788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1062812.125000 Penalty: 4687.622559
	Iteration 29Q: 3 clusters Score -1062812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1062844.000000 Penalty: 4687.622559
	Iteration 30Q: 3 clusters Score -1062844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1062873.125000 Penalty: 4687.622559
	Iteration 31Q: 3 clusters Score -1062873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1062900.875000 Penalty: 4687.622559
	Iteration 32Q: 3 clusters Score -1062901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1062938.375000 Penalty: 4687.622559
	Iteration 33Q: 3 clusters Score -1062938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1062975.125000 Penalty: 4687.622559
	Iteration 34Q: 3 clusters Score -1062975 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1062999.625000 Penalty: 4687.622559
	Iteration 35Q: 3 clusters Score -1063000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1063033.875000 Penalty: 4687.622559
	Iteration 36Q: 3 clusters Score -1063034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1063062.875000 Penalty: 4687.622559
	Iteration 37Q: 3 clusters Score -1063063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1063083.125000 Penalty: 4687.622559
	Iteration 38Q: 3 clusters Score -1063083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1063097.625000 Penalty: 4687.622559
	Iteration 39Q: 3 clusters Score -1063098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1063112.250000 Penalty: 4687.622559
	Iteration 40F: 3 clusters Score -1063112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1063124.625000 Penalty: 4687.622559
	Iteration 41Q: 3 clusters Score -1063125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1063130.000000 Penalty: 4687.622559
	Iteration 42Q: 3 clusters Score -1063130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1063138.000000 Penalty: 4687.622559
	Iteration 43Q: 3 clusters Score -1063138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1063143.125000 Penalty: 4687.622559
	Iteration 44Q: 3 clusters Score -1063143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1063151.750000 Penalty: 4687.622559
	Iteration 45Q: 3 clusters Score -1063152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1063152.125000 Penalty: 4687.622559
	Iteration 46Q: 3 clusters Score -1063152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1063158.125000 Penalty: 4687.622559
	Iteration 47Q: 3 clusters Score -1063158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1063161.250000 Penalty: 4687.622559
	Iteration 48Q: 3 clusters Score -1063161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1063166.000000 Penalty: 4687.622559
	Iteration 49Q: 3 clusters Score -1063166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1063167.500000 Penalty: 4687.622559
	Iteration 50Q: 3 clusters Score -1063168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1063169.750000 Penalty: 4687.622559
	Iteration 51Q: 3 clusters Score -1063170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1063172.375000 Penalty: 4687.622559
	Iteration 52Q: 3 clusters Score -1063172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1063173.625000 Penalty: 4687.622559
	Iteration 53Q: 3 clusters Score -1063174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1063182.375000 Penalty: 4687.622559
	Iteration 54Q: 3 clusters Score -1063182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1063182.250000 Penalty: 4687.622559
	Iteration 55Q: 3 clusters Score -1063182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1063191.250000 Penalty: 4687.622559
	Iteration 56Q: 3 clusters Score -1063191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1063199.375000 Penalty: 4687.622559
	Iteration 57Q: 3 clusters Score -1063199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1063205.875000 Penalty: 4687.622559
	Iteration 58Q: 3 clusters Score -1063206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1063211.625000 Penalty: 4687.622559
	Iteration 59Q: 3 clusters Score -1063212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1063216.000000 Penalty: 4687.622559
	Iteration 60F: 3 clusters Score -1063216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1063217.375000 Penalty: 4687.622559
	Iteration 61Q: 3 clusters Score -1063217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1063226.000000 Penalty: 4687.622559
	Iteration 62Q: 3 clusters Score -1063226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1063229.625000 Penalty: 4687.622559
	Iteration 63Q: 3 clusters Score -1063230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1063229.000000 Penalty: 4687.622559
	Iteration 64Q: 3 clusters Score -1063229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1063232.750000 Penalty: 4687.622559
	Iteration 65Q: 3 clusters Score -1063233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1063230.250000 Penalty: 4687.622559
	Iteration 66Q: 3 clusters Score -1063230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1063233.625000 Penalty: 4687.622559
	Iteration 67Q: 3 clusters Score -1063234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1063236.750000 Penalty: 4687.622559
	Iteration 68Q: 3 clusters Score -1063237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1063236.875000 Penalty: 4687.622559
	Iteration 69Q: 3 clusters Score -1063237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1063237.375000 Penalty: 4687.622559
	Iteration 70Q: 3 clusters Score -1063237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1063237.375000 Penalty: 4687.622559
	Iteration 71Q: 3 clusters Score -1063237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1063236.750000 Penalty: 4687.622559
	Iteration 72Q: 3 clusters Score -1063237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1063235.875000 Penalty: 4687.622559
	Iteration 73Q: 3 clusters Score -1063236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1063235.875000 Penalty: 4687.622559
	Iteration 74F: 3 clusters Score -1063236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -107172.695312 Penalty: 1839.857666
	Iteration 0F: 2 clusters Score -107172.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -104792.789062 Penalty: 3679.715332
	Iteration 0F: 3 clusters Score -104792.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -105271.125000 Penalty: 3679.715332
	Iteration 1F: 3 clusters Score -105271.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -105439.921875 Penalty: 3679.715332
	Iteration 2F: 3 clusters Score -105439.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -105549.523438 Penalty: 3679.715332
	Iteration 3Q: 3 clusters Score -105549.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -105618.617188 Penalty: 3679.715332
	Iteration 4Q: 3 clusters Score -105618.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -105682.078125 Penalty: 3679.715332
	Iteration 5Q: 3 clusters Score -105682.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -105753.062500 Penalty: 3679.715332
	Iteration 6Q: 3 clusters Score -105753.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -105831.320312 Penalty: 3679.715332
	Iteration 7Q: 3 clusters Score -105831.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -105907.968750 Penalty: 3679.715332
	Iteration 8Q: 3 clusters Score -105908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -105988.476562 Penalty: 3679.715332
	Iteration 9Q: 3 clusters Score -105988.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -106056.398438 Penalty: 3679.715332
	Iteration 10Q: 3 clusters Score -106056.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -106110.484375 Penalty: 3679.715332
	Iteration 11Q: 3 clusters Score -106110.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -106164.890625 Penalty: 3679.715332
	Iteration 12Q: 3 clusters Score -106164.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -106212.945312 Penalty: 3679.715332
	Iteration 13Q: 3 clusters Score -106212.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -106236.281250 Penalty: 3679.715332
	Iteration 14Q: 3 clusters Score -106236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -106251.265625 Penalty: 3679.715332
	Iteration 15Q: 3 clusters Score -106251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -106258.859375 Penalty: 3679.715332
	Iteration 16Q: 3 clusters Score -106258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -106261.609375 Penalty: 3679.715332
	Iteration 17Q: 3 clusters Score -106261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -106264.976562 Penalty: 3679.715332
	Iteration 18Q: 3 clusters Score -106265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -106265.156250 Penalty: 3679.715332
	Iteration 19Q: 3 clusters Score -106265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -106265.406250 Penalty: 3679.715332
	Iteration 20F: 3 clusters Score -106265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -106268.125000 Penalty: 3679.715332
	Iteration 21Q: 3 clusters Score -106268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -106268.125000 Penalty: 3679.715332
	Iteration 22F: 3 clusters Score -106268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -65914.804688 Penalty: 1672.818604
	Iteration 0F: 2 clusters Score -65914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -64104.242188 Penalty: 3345.637207
	Iteration 0F: 3 clusters Score -64104.24 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64410.007812 Penalty: 3345.637207
	Iteration 1F: 3 clusters Score -64410.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -64505.980469 Penalty: 3345.637207
	Iteration 2F: 3 clusters Score -64505.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64535.718750 Penalty: 3345.637207
	Iteration 3Q: 3 clusters Score -64535.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64553.148438 Penalty: 3345.637207
	Iteration 4Q: 3 clusters Score -64553.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64564.179688 Penalty: 3345.637207
	Iteration 5Q: 3 clusters Score -64564.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64570.902344 Penalty: 3345.637207
	Iteration 6Q: 3 clusters Score -64570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64573.003906 Penalty: 3345.637207
	Iteration 7Q: 3 clusters Score -64573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64573.832031 Penalty: 3345.637207
	Iteration 8Q: 3 clusters Score -64573.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64574.738281 Penalty: 3345.637207
	Iteration 9Q: 3 clusters Score -64574.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64577.707031 Penalty: 3345.637207
	Iteration 10Q: 3 clusters Score -64577.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -64581.343750 Penalty: 3345.637207
	Iteration 11Q: 3 clusters Score -64581.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64586.003906 Penalty: 3345.637207
	Iteration 12Q: 3 clusters Score -64586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -64590.933594 Penalty: 3345.637207
	Iteration 13Q: 3 clusters Score -64590.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64592.628906 Penalty: 3345.637207
	Iteration 14Q: 3 clusters Score -64592.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -64592.628906 Penalty: 3345.637207
	Iteration 15F: 3 clusters Score -64592.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Entering Unmasked Estep 
Score: -1873992.375000 Penalty: 2485.924561
	Iteration 0F: 2 clusters Score -1873992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1858279.125000 Penalty: 4971.849121
	Iteration 0F: 3 clusters Score -1858279 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11189 members 
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Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11175 members 
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Mstep: Class 2 contains 11175 members 
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Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11208 members 
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Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11232 members 
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Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11249 members 
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Mstep: Class 1 contains 11308 members 
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Mstep: Class 1 contains 11330 members 
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Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11178 members 
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Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11059 members 
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Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11981 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1868113 nChanged 665
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Mstep: Class 1 contains 12331 members 
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Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 10069 members 
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Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9938 members 
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Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 9652 members 
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Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 9496 members 
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Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 9342 members 
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Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 9211 members 
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Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 9089 members 
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Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 8977 members 
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Mstep: Class 1 contains 13684 members 
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Mstep: Class 1 contains 13780 members 
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Mstep: Class 1 contains 13885 members 
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Mstep: Class 1 contains 13979 members 
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Mstep: Class 1 contains 14099 members 
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Mstep: Class 1 contains 14221 members 
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	Iteration 37Q: 3 clusters Score -1869675 nChanged 138
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Mstep: Class 1 contains 15122 members 
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Mstep: Class 1 contains 15252 members 
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	Iteration 40F: 3 clusters Score -1869775 nChanged 155
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Mstep: Class 1 contains 15389 members 
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Mstep: Class 1 contains 15520 members 
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	Iteration 60F: 3 clusters Score -1870838 nChanged 191
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	Iteration 65Q: 3 clusters Score -1871105 nChanged 119
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Mstep: Class 1 contains 19779 members 
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Mstep: Class 1 contains 20009 members 
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	Iteration 69Q: 3 clusters Score -1871286 nChanged 114
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	Iteration 71Q: 3 clusters Score -1871362 nChanged 104
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	Iteration 80F: 3 clusters Score -1871676 nChanged 70
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	Iteration 82Q: 3 clusters Score -1871748 nChanged 60
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	Iteration 84Q: 3 clusters Score -1871801 nChanged 39
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	Iteration 85Q: 3 clusters Score -1871821 nChanged 30
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	Iteration 86Q: 3 clusters Score -1871831 nChanged 30
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	Iteration 87Q: 3 clusters Score -1871850 nChanged 32
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	Iteration 89Q: 3 clusters Score -1871872 nChanged 23
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	Iteration 90Q: 3 clusters Score -1871881 nChanged 21
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	Iteration 91Q: 3 clusters Score -1871890 nChanged 16
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	Iteration 92Q: 3 clusters Score -1871898 nChanged 9
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	Iteration 93Q: 3 clusters Score -1871900 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1871903.875000 Penalty: 4971.849121
	Iteration 94Q: 3 clusters Score -1871904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1871908.375000 Penalty: 4971.849121
	Iteration 95Q: 3 clusters Score -1871908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1871915.375000 Penalty: 4971.849121
	Iteration 96Q: 3 clusters Score -1871915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1871915.500000 Penalty: 4971.849121
	Iteration 97Q: 3 clusters Score -1871916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1871918.500000 Penalty: 4971.849121
	Iteration 98Q: 3 clusters Score -1871918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1871926.750000 Penalty: 4971.849121
	Iteration 99Q: 3 clusters Score -1871927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1871927.375000 Penalty: 4971.849121
	Iteration 100F: 3 clusters Score -1871927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1871930.500000 Penalty: 4971.849121
	Iteration 101Q: 3 clusters Score -1871930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1871935.000000 Penalty: 4971.849121
	Iteration 102Q: 3 clusters Score -1871935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1871938.250000 Penalty: 4971.849121
	Iteration 103Q: 3 clusters Score -1871938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1871940.125000 Penalty: 4971.849121
	Iteration 104Q: 3 clusters Score -1871940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1871941.875000 Penalty: 4971.849121
	Iteration 105Q: 3 clusters Score -1871942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1871946.375000 Penalty: 4971.849121
	Iteration 106Q: 3 clusters Score -1871946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1871955.250000 Penalty: 4971.849121
	Iteration 107Q: 3 clusters Score -1871955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1871960.375000 Penalty: 4971.849121
	Iteration 108Q: 3 clusters Score -1871960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1871966.125000 Penalty: 4971.849121
	Iteration 109Q: 3 clusters Score -1871966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1871971.875000 Penalty: 4971.849121
	Iteration 110Q: 3 clusters Score -1871972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1871974.625000 Penalty: 4971.849121
	Iteration 111Q: 3 clusters Score -1871975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1871982.375000 Penalty: 4971.849121
	Iteration 112Q: 3 clusters Score -1871982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1871979.000000 Penalty: 4971.849121
	Iteration 113Q: 3 clusters Score -1871979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1871981.500000 Penalty: 4971.849121
	Iteration 114Q: 3 clusters Score -1871982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1871983.625000 Penalty: 4971.849121
	Iteration 115Q: 3 clusters Score -1871984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1871987.250000 Penalty: 4971.849121
	Iteration 116Q: 3 clusters Score -1871987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1871988.875000 Penalty: 4971.849121
	Iteration 117Q: 3 clusters Score -1871989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1871989.375000 Penalty: 4971.849121
	Iteration 118Q: 3 clusters Score -1871989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1871990.250000 Penalty: 4971.849121
	Iteration 119Q: 3 clusters Score -1871990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1871992.500000 Penalty: 4971.849121
	Iteration 120F: 3 clusters Score -1871992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1871992.125000 Penalty: 4971.849121
	Iteration 121Q: 3 clusters Score -1871992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1871995.250000 Penalty: 4971.849121
	Iteration 122Q: 3 clusters Score -1871995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1871996.750000 Penalty: 4971.849121
	Iteration 123Q: 3 clusters Score -1871997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1871997.750000 Penalty: 4971.849121
	Iteration 124Q: 3 clusters Score -1871998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1871999.625000 Penalty: 4971.849121
	Iteration 125Q: 3 clusters Score -1872000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1872002.750000 Penalty: 4971.849121
	Iteration 126Q: 3 clusters Score -1872003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1872003.500000 Penalty: 4971.849121
	Iteration 127Q: 3 clusters Score -1872004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1872004.500000 Penalty: 4971.849121
	Iteration 128Q: 3 clusters Score -1872004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1872004.500000 Penalty: 4971.849121
	Iteration 129F: 3 clusters Score -1872004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -494916.062500 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -494916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -489245.437500 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -489245.4 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -490737.250000 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -490737.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -491087.812500 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -491087.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -491307.031250 Penalty: 4383.921387
	Iteration 3F: 3 clusters Score -491307 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -491465.781250 Penalty: 4383.921387
	Iteration 4Q: 3 clusters Score -491465.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -491577.250000 Penalty: 4383.921387
	Iteration 5Q: 3 clusters Score -491577.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -491683.906250 Penalty: 4383.921387
	Iteration 6Q: 3 clusters Score -491683.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -491769.937500 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -491769.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -491834.406250 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -491834.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -491902.062500 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -491902.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -491960.031250 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -491960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -492003.531250 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -492003.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -492046.562500 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -492046.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -492085.968750 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -492086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -492117.562500 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -492117.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -492150.750000 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -492150.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -492188.531250 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -492188.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -492234.062500 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -492234.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -492286.656250 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -492286.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -492335.187500 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -492335.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -492370.093750 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -492370.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -492403.531250 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -492403.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -492435.656250 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -492435.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -492464.375000 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -492464.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -492491.531250 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -492491.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -492517.812500 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -492517.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -492545.812500 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -492545.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -492573.281250 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -492573.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -492603.781250 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -492603.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -492643.375000 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -492643.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -492676.093750 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -492676.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -492702.625000 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -492702.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -492726.312500 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -492726.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -492745.375000 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -492745.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -492758.812500 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -492758.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -492772.500000 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -492772.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -492784.625000 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -492784.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -492795.937500 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -492795.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -492804.531250 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -492804.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -492811.218750 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -492811.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -492822.687500 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -492822.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -492832.375000 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -492832.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -492838.468750 Penalty: 4383.921387
	Iteration 42Q: 3 clusters Score -492838.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -492843.781250 Penalty: 4383.921387
	Iteration 43Q: 3 clusters Score -492843.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -492849.843750 Penalty: 4383.921387
	Iteration 44Q: 3 clusters Score -492849.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -492858.781250 Penalty: 4383.921387
	Iteration 45Q: 3 clusters Score -492858.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -492866.906250 Penalty: 4383.921387
	Iteration 46Q: 3 clusters Score -492866.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -492873.312500 Penalty: 4383.921387
	Iteration 47Q: 3 clusters Score -492873.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -492881.437500 Penalty: 4383.921387
	Iteration 48Q: 3 clusters Score -492881.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -492891.468750 Penalty: 4383.921387
	Iteration 49Q: 3 clusters Score -492891.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -492904.406250 Penalty: 4383.921387
	Iteration 50Q: 3 clusters Score -492904.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -492914.937500 Penalty: 4383.921387
	Iteration 51Q: 3 clusters Score -492914.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -492926.843750 Penalty: 4383.921387
	Iteration 52Q: 3 clusters Score -492926.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -492936.593750 Penalty: 4383.921387
	Iteration 53Q: 3 clusters Score -492936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -492949.000000 Penalty: 4383.921387
	Iteration 54Q: 3 clusters Score -492949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -492958.437500 Penalty: 4383.921387
	Iteration 55Q: 3 clusters Score -492958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -492973.250000 Penalty: 4383.921387
	Iteration 56Q: 3 clusters Score -492973.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -492984.906250 Penalty: 4383.921387
	Iteration 57Q: 3 clusters Score -492984.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -492990.937500 Penalty: 4383.921387
	Iteration 58Q: 3 clusters Score -492990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -492997.781250 Penalty: 4383.921387
	Iteration 59Q: 3 clusters Score -492997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -493006.906250 Penalty: 4383.921387
	Iteration 60F: 3 clusters Score -493006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -493014.843750 Penalty: 4383.921387
	Iteration 61Q: 3 clusters Score -493014.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -493021.781250 Penalty: 4383.921387
	Iteration 62Q: 3 clusters Score -493021.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -493029.468750 Penalty: 4383.921387
	Iteration 63Q: 3 clusters Score -493029.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -493035.937500 Penalty: 4383.921387
	Iteration 64Q: 3 clusters Score -493035.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -493041.500000 Penalty: 4383.921387
	Iteration 65Q: 3 clusters Score -493041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -493049.968750 Penalty: 4383.921387
	Iteration 66Q: 3 clusters Score -493050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -493059.656250 Penalty: 4383.921387
	Iteration 67Q: 3 clusters Score -493059.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -493071.375000 Penalty: 4383.921387
	Iteration 68Q: 3 clusters Score -493071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -493078.812500 Penalty: 4383.921387
	Iteration 69Q: 3 clusters Score -493078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -493087.500000 Penalty: 4383.921387
	Iteration 70Q: 3 clusters Score -493087.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -493090.406250 Penalty: 4383.921387
	Iteration 71Q: 3 clusters Score -493090.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -493098.687500 Penalty: 4383.921387
	Iteration 72Q: 3 clusters Score -493098.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -493106.468750 Penalty: 4383.921387
	Iteration 73Q: 3 clusters Score -493106.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -493112.656250 Penalty: 4383.921387
	Iteration 74Q: 3 clusters Score -493112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -493116.093750 Penalty: 4383.921387
	Iteration 75Q: 3 clusters Score -493116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -493119.937500 Penalty: 4383.921387
	Iteration 76Q: 3 clusters Score -493119.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -493126.187500 Penalty: 4383.921387
	Iteration 77Q: 3 clusters Score -493126.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -493131.281250 Penalty: 4383.921387
	Iteration 78Q: 3 clusters Score -493131.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -493137.468750 Penalty: 4383.921387
	Iteration 79Q: 3 clusters Score -493137.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -493141.656250 Penalty: 4383.921387
	Iteration 80F: 3 clusters Score -493141.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -493143.781250 Penalty: 4383.921387
	Iteration 81Q: 3 clusters Score -493143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -493147.281250 Penalty: 4383.921387
	Iteration 82Q: 3 clusters Score -493147.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -493148.687500 Penalty: 4383.921387
	Iteration 83Q: 3 clusters Score -493148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -493151.656250 Penalty: 4383.921387
	Iteration 84Q: 3 clusters Score -493151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -493153.437500 Penalty: 4383.921387
	Iteration 85Q: 3 clusters Score -493153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -493155.500000 Penalty: 4383.921387
	Iteration 86Q: 3 clusters Score -493155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -493155.375000 Penalty: 4383.921387
	Iteration 87Q: 3 clusters Score -493155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -493157.500000 Penalty: 4383.921387
	Iteration 88Q: 3 clusters Score -493157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -493157.906250 Penalty: 4383.921387
	Iteration 89Q: 3 clusters Score -493157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -493158.875000 Penalty: 4383.921387
	Iteration 90Q: 3 clusters Score -493158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -493158.875000 Penalty: 4383.921387
	Iteration 91F: 3 clusters Score -493158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Entering Unmasked Estep 
Score: -796409.875000 Penalty: 2276.457031
	Iteration 0F: 2 clusters Score -796409.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -788883.625000 Penalty: 4552.914062
	Iteration 0F: 3 clusters Score -788883.6 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -791088.750000 Penalty: 4552.914062
	Iteration 1F: 3 clusters Score -791088.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -791391.187500 Penalty: 4552.914062
	Iteration 2F: 3 clusters Score -791391.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -791609.562500 Penalty: 4552.914062
	Iteration 3F: 3 clusters Score -791609.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -791781.375000 Penalty: 4552.914062
	Iteration 4Q: 3 clusters Score -791781.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -791933.062500 Penalty: 4552.914062
	Iteration 5Q: 3 clusters Score -791933.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -792068.375000 Penalty: 4552.914062
	Iteration 6Q: 3 clusters Score -792068.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -792202.000000 Penalty: 4552.914062
	Iteration 7Q: 3 clusters Score -792202 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -792330.000000 Penalty: 4552.914062
	Iteration 8Q: 3 clusters Score -792330 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -792452.875000 Penalty: 4552.914062
	Iteration 9Q: 3 clusters Score -792452.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -792582.937500 Penalty: 4552.914062
	Iteration 10Q: 3 clusters Score -792582.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -792731.750000 Penalty: 4552.914062
	Iteration 11Q: 3 clusters Score -792731.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -792894.312500 Penalty: 4552.914062
	Iteration 12Q: 3 clusters Score -792894.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -793121.000000 Penalty: 4552.914062
	Iteration 13Q: 3 clusters Score -793121 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -793394.062500 Penalty: 4552.914062
	Iteration 14Q: 3 clusters Score -793394.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -793657.750000 Penalty: 4552.914062
	Iteration 15Q: 3 clusters Score -793657.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -793875.250000 Penalty: 4552.914062
	Iteration 16Q: 3 clusters Score -793875.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -794038.250000 Penalty: 4552.914062
	Iteration 17Q: 3 clusters Score -794038.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -794162.062500 Penalty: 4552.914062
	Iteration 18Q: 3 clusters Score -794162.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -794243.750000 Penalty: 4552.914062
	Iteration 19Q: 3 clusters Score -794243.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -794291.375000 Penalty: 4552.914062
	Iteration 20F: 3 clusters Score -794291.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -794320.625000 Penalty: 4552.914062
	Iteration 21Q: 3 clusters Score -794320.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -794349.000000 Penalty: 4552.914062
	Iteration 22Q: 3 clusters Score -794349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -794379.562500 Penalty: 4552.914062
	Iteration 23Q: 3 clusters Score -794379.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -794405.500000 Penalty: 4552.914062
	Iteration 24Q: 3 clusters Score -794405.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -794430.062500 Penalty: 4552.914062
	Iteration 25Q: 3 clusters Score -794430.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -794457.187500 Penalty: 4552.914062
	Iteration 26Q: 3 clusters Score -794457.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -794491.375000 Penalty: 4552.914062
	Iteration 27Q: 3 clusters Score -794491.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -794529.875000 Penalty: 4552.914062
	Iteration 28Q: 3 clusters Score -794529.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -794574.937500 Penalty: 4552.914062
	Iteration 29Q: 3 clusters Score -794574.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -794621.062500 Penalty: 4552.914062
	Iteration 30Q: 3 clusters Score -794621.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -794702.562500 Penalty: 4552.914062
	Iteration 31Q: 3 clusters Score -794702.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -794808.125000 Penalty: 4552.914062
	Iteration 32Q: 3 clusters Score -794808.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -794902.625000 Penalty: 4552.914062
	Iteration 33Q: 3 clusters Score -794902.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -794982.000000 Penalty: 4552.914062
	Iteration 34Q: 3 clusters Score -794982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -795042.062500 Penalty: 4552.914062
	Iteration 35Q: 3 clusters Score -795042.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -795081.500000 Penalty: 4552.914062
	Iteration 36Q: 3 clusters Score -795081.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -795104.750000 Penalty: 4552.914062
	Iteration 37Q: 3 clusters Score -795104.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -795113.312500 Penalty: 4552.914062
	Iteration 38Q: 3 clusters Score -795113.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -795118.750000 Penalty: 4552.914062
	Iteration 39Q: 3 clusters Score -795118.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -795127.062500 Penalty: 4552.914062
	Iteration 40F: 3 clusters Score -795127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -795127.437500 Penalty: 4552.914062
	Iteration 41Q: 3 clusters Score -795127.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -795131.250000 Penalty: 4552.914062
	Iteration 42Q: 3 clusters Score -795131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -795133.000000 Penalty: 4552.914062
	Iteration 43Q: 3 clusters Score -795133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -795133.875000 Penalty: 4552.914062
	Iteration 44Q: 3 clusters Score -795133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -795135.312500 Penalty: 4552.914062
	Iteration 45Q: 3 clusters Score -795135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -795136.125000 Penalty: 4552.914062
	Iteration 46Q: 3 clusters Score -795136.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -795137.312500 Penalty: 4552.914062
	Iteration 47Q: 3 clusters Score -795137.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -795137.687500 Penalty: 4552.914062
	Iteration 48Q: 3 clusters Score -795137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -795138.437500 Penalty: 4552.914062
	Iteration 49Q: 3 clusters Score -795138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -795138.437500 Penalty: 4552.914062
	Iteration 50F: 3 clusters Score -795138.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -101534.656250 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -101534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -99245.179688 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -99245.18 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -99812.757812 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -99812.76 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -100015.242188 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -100015.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -100123.117188 Penalty: 3664.610840
	Iteration 3F: 3 clusters Score -100123.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100206.765625 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -100206.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100256.687500 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -100256.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100291.500000 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -100291.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100321.960938 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -100322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100354.773438 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -100354.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100395.078125 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -100395.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100443.539062 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -100443.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100491.531250 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -100491.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100532.867188 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -100532.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100569.539062 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -100569.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100598.976562 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -100599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100632.093750 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -100632.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100669.976562 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -100670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -100683.335938 Penalty: 3664.610840
	Iteration 17Q: 3 clusters Score -100683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100689.234375 Penalty: 3664.610840
	Iteration 18Q: 3 clusters Score -100689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100691.070312 Penalty: 3664.610840
	Iteration 19Q: 3 clusters Score -100691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100692.843750 Penalty: 3664.610840
	Iteration 20F: 3 clusters Score -100692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100694.265625 Penalty: 3664.610840
	Iteration 21Q: 3 clusters Score -100694.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100694.265625 Penalty: 3664.610840
	Iteration 22F: 3 clusters Score -100694.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -38820.738281 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -38820.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37319.316406 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -37319.32 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37500.781250 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -37500.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37537.332031 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -37537.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37546.113281 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -37546.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37554.203125 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -37554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37557.246094 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -37557.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37559.324219 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -37559.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37561.691406 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -37561.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37562.769531 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -37562.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37563.578125 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -37563.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37563.578125 Penalty: 3072.425049
	Iteration 10F: 3 clusters Score -37563.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -70940.453125 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -70940.45 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 526 members 
Entering Unmasked Estep 
Score: -68990.632812 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -68990.63 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69280.414062 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -69280.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69384.953125 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -69384.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -69464.507812 Penalty: 3441.869873
	Iteration 3Q: 3 clusters Score -69464.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69505.453125 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -69505.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -69555.617188 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -69555.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69596.304688 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -69596.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -69624.718750 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -69624.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69642.992188 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -69642.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -69664.375000 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -69664.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -69683.195312 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -69683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69709.921875 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -69709.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69735.320312 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -69735.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69764.867188 Penalty: 3441.869873
	Iteration 13Q: 3 clusters Score -69764.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69792.023438 Penalty: 3441.869873
	Iteration 14Q: 3 clusters Score -69792.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -69808.343750 Penalty: 3441.869873
	Iteration 15Q: 3 clusters Score -69808.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69821.765625 Penalty: 3441.869873
	Iteration 16Q: 3 clusters Score -69821.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69831.804688 Penalty: 3441.869873
	Iteration 17Q: 3 clusters Score -69831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69846.468750 Penalty: 3441.869873
	Iteration 18Q: 3 clusters Score -69846.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69854.968750 Penalty: 3441.869873
	Iteration 19Q: 3 clusters Score -69854.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69867.320312 Penalty: 3441.869873
	Iteration 20F: 3 clusters Score -69867.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -69879.625000 Penalty: 3441.869873
	Iteration 21Q: 3 clusters Score -69879.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69889.718750 Penalty: 3441.869873
	Iteration 22Q: 3 clusters Score -69889.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69893.343750 Penalty: 3441.869873
	Iteration 23Q: 3 clusters Score -69893.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69898.882812 Penalty: 3441.869873
	Iteration 24Q: 3 clusters Score -69898.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69905.007812 Penalty: 3441.869873
	Iteration 25Q: 3 clusters Score -69905.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69905.007812 Penalty: 3441.869873
	Iteration 26F: 3 clusters Score -69905.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (10219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Entering Unmasked Estep 
Score: -851368.937500 Penalty: 2289.537109
	Iteration 0F: 2 clusters Score -851368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -843487.875000 Penalty: 4579.074219
	Iteration 0F: 3 clusters Score -843487.9 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -845922.250000 Penalty: 4579.074219
	Iteration 1F: 3 clusters Score -845922.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -846392.125000 Penalty: 4579.074219
	Iteration 2F: 3 clusters Score -846392.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -846798.250000 Penalty: 4579.074219
	Iteration 3F: 3 clusters Score -846798.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -847120.375000 Penalty: 4579.074219
	Iteration 4F: 3 clusters Score -847120.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -847350.625000 Penalty: 4579.074219
	Iteration 5Q: 3 clusters Score -847350.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -847522.125000 Penalty: 4579.074219
	Iteration 6Q: 3 clusters Score -847522.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -847683.562500 Penalty: 4579.074219
	Iteration 7Q: 3 clusters Score -847683.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -847821.437500 Penalty: 4579.074219
	Iteration 8Q: 3 clusters Score -847821.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -847946.375000 Penalty: 4579.074219
	Iteration 9Q: 3 clusters Score -847946.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -848047.312500 Penalty: 4579.074219
	Iteration 10Q: 3 clusters Score -848047.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -848129.937500 Penalty: 4579.074219
	Iteration 11Q: 3 clusters Score -848129.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -848216.062500 Penalty: 4579.074219
	Iteration 12Q: 3 clusters Score -848216.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -848305.125000 Penalty: 4579.074219
	Iteration 13Q: 3 clusters Score -848305.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -848387.000000 Penalty: 4579.074219
	Iteration 14Q: 3 clusters Score -848387 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -848461.875000 Penalty: 4579.074219
	Iteration 15Q: 3 clusters Score -848461.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -848530.875000 Penalty: 4579.074219
	Iteration 16Q: 3 clusters Score -848530.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -848605.812500 Penalty: 4579.074219
	Iteration 17Q: 3 clusters Score -848605.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -848690.750000 Penalty: 4579.074219
	Iteration 18Q: 3 clusters Score -848690.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -848792.375000 Penalty: 4579.074219
	Iteration 19Q: 3 clusters Score -848792.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -848901.375000 Penalty: 4579.074219
	Iteration 20F: 3 clusters Score -848901.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -849013.000000 Penalty: 4579.074219
	Iteration 21Q: 3 clusters Score -849013 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -849128.437500 Penalty: 4579.074219
	Iteration 22Q: 3 clusters Score -849128.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -849263.562500 Penalty: 4579.074219
	Iteration 23Q: 3 clusters Score -849263.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -849420.500000 Penalty: 4579.074219
	Iteration 24Q: 3 clusters Score -849420.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -849567.312500 Penalty: 4579.074219
	Iteration 25Q: 3 clusters Score -849567.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -849717.187500 Penalty: 4579.074219
	Iteration 26Q: 3 clusters Score -849717.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -849852.750000 Penalty: 4579.074219
	Iteration 27Q: 3 clusters Score -849852.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -849979.500000 Penalty: 4579.074219
	Iteration 28Q: 3 clusters Score -849979.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -850076.312500 Penalty: 4579.074219
	Iteration 29Q: 3 clusters Score -850076.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -850151.562500 Penalty: 4579.074219
	Iteration 30Q: 3 clusters Score -850151.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -850200.625000 Penalty: 4579.074219
	Iteration 31Q: 3 clusters Score -850200.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -850244.687500 Penalty: 4579.074219
	Iteration 32Q: 3 clusters Score -850244.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -850266.937500 Penalty: 4579.074219
	Iteration 33Q: 3 clusters Score -850266.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -850289.000000 Penalty: 4579.074219
	Iteration 34Q: 3 clusters Score -850289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -850299.000000 Penalty: 4579.074219
	Iteration 35Q: 3 clusters Score -850299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -850308.312500 Penalty: 4579.074219
	Iteration 36Q: 3 clusters Score -850308.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -850312.000000 Penalty: 4579.074219
	Iteration 37Q: 3 clusters Score -850312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -850314.375000 Penalty: 4579.074219
	Iteration 38Q: 3 clusters Score -850314.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -850319.187500 Penalty: 4579.074219
	Iteration 39Q: 3 clusters Score -850319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -850321.750000 Penalty: 4579.074219
	Iteration 40F: 3 clusters Score -850321.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -850323.250000 Penalty: 4579.074219
	Iteration 41Q: 3 clusters Score -850323.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -850325.562500 Penalty: 4579.074219
	Iteration 42Q: 3 clusters Score -850325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -850325.750000 Penalty: 4579.074219
	Iteration 43Q: 3 clusters Score -850325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -850327.937500 Penalty: 4579.074219
	Iteration 44Q: 3 clusters Score -850327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -850330.312500 Penalty: 4579.074219
	Iteration 45Q: 3 clusters Score -850330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -850329.875000 Penalty: 4579.074219
	Iteration 46Q: 3 clusters Score -850329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -850332.312500 Penalty: 4579.074219
	Iteration 47Q: 3 clusters Score -850332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -850335.750000 Penalty: 4579.074219
	Iteration 48Q: 3 clusters Score -850335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -850335.187500 Penalty: 4579.074219
	Iteration 49Q: 3 clusters Score -850335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -850338.187500 Penalty: 4579.074219
	Iteration 50Q: 3 clusters Score -850338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -850338.937500 Penalty: 4579.074219
	Iteration 51Q: 3 clusters Score -850338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -850338.875000 Penalty: 4579.074219
	Iteration 52Q: 3 clusters Score -850338.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -850339.062500 Penalty: 4579.074219
	Iteration 53Q: 3 clusters Score -850339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -850338.375000 Penalty: 4579.074219
	Iteration 54Q: 3 clusters Score -850338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -850340.187500 Penalty: 4579.074219
	Iteration 55Q: 3 clusters Score -850340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -850340.875000 Penalty: 4579.074219
	Iteration 56Q: 3 clusters Score -850340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -850339.937500 Penalty: 4579.074219
	Iteration 57Q: 3 clusters Score -850339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -850339.937500 Penalty: 4579.074219
	Iteration 58F: 3 clusters Score -850339.9 nChanged 0
25->57 Clusters: Score -51173884.000000, best is -51174540.000000

Main iterations: 1412 (time per=20409.851939ms)
Total iterations: 85780 (time per=335.960724ms)
Iterations metric 2: 2184114077696.000000 (time per=13.194691ns)
Iterations metric 3: 65525950447616.000000 (time per=439.806073ps)

That took 28818.710938 seconds.
